Index: rules/STATISTICS-set0.txt =================================================================== --- rules/STATISTICS-set0.txt (revision 231359) +++ rules/STATISTICS-set0.txt (working copy) @@ -3,160 +3,160 @@ Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: -# Correctly non-spam: 28690 99.95% -# Correctly spam: 52582 94.01% -# False positives: 14 0.05% -# False negatives: 3351 5.99% -# TCR(l=50): 13.807208 SpamRecall: 94.009% SpamPrec: 99.973% +# Correctly non-spam: 52964 99.94% +# Correctly spam: 100115 81.09% +# False positives: 34 0.06% +# False negatives: 23351 18.91% +# TCR(l=50): 4.928586 SpamRecall: 81.087% SpamPrec: 99.966% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: -# Correctly non-spam: 419 1.46% -# Correctly spam: 55933 100.00% -# False positives: 28285 98.54% +# Correctly non-spam: 216 0.41% +# Correctly spam: 123466 100.00% +# False positives: 52782 99.59% # False negatives: 0 0.00% -# TCR(l=50): 0.039550 SpamRecall: 100.000% SpamPrec: 66.415% +# TCR(l=50): 0.046783 SpamRecall: 100.000% SpamPrec: 70.052% # SUMMARY for threshold -3.0: -# Correctly non-spam: 419 1.46% -# Correctly spam: 55933 100.00% -# False positives: 28285 98.54% +# Correctly non-spam: 216 0.41% +# Correctly spam: 123466 100.00% +# False positives: 52782 99.59% # False negatives: 0 0.00% -# TCR(l=50): 0.039550 SpamRecall: 100.000% SpamPrec: 66.415% +# TCR(l=50): 0.046783 SpamRecall: 100.000% SpamPrec: 70.052% # SUMMARY for threshold -2.0: -# Correctly non-spam: 976 3.40% -# Correctly spam: 55931 100.00% -# False positives: 27728 96.60% -# False negatives: 2 0.00% -# TCR(l=50): 0.040344 SpamRecall: 99.996% SpamPrec: 66.856% +# Correctly non-spam: 216 0.41% +# Correctly spam: 123466 100.00% +# False positives: 52782 99.59% +# False negatives: 0 0.00% +# TCR(l=50): 0.046783 SpamRecall: 100.000% SpamPrec: 70.052% # SUMMARY for threshold -1.0: -# Correctly non-spam: 1214 4.23% -# Correctly spam: 55931 100.00% -# False positives: 27490 95.77% -# False negatives: 2 0.00% -# TCR(l=50): 0.040693 SpamRecall: 99.996% SpamPrec: 67.047% +# Correctly non-spam: 425 0.80% +# Correctly spam: 123466 100.00% +# False positives: 52573 99.20% +# False negatives: 0 0.00% +# TCR(l=50): 0.046969 SpamRecall: 100.000% SpamPrec: 70.136% -# SUMMARY for threshold 0.0: -# Correctly non-spam: 1291 4.50% -# Correctly spam: 55931 100.00% -# False positives: 27413 95.50% -# False negatives: 2 0.00% -# TCR(l=50): 0.040808 SpamRecall: 99.996% SpamPrec: 67.109% +# SUMMARY for threshold 5.0: +# Correctly non-spam: 52964 99.94% +# Correctly spam: 100115 81.09% +# False positives: 34 0.06% +# False negatives: 23351 18.91% +# TCR(l=50): 4.928586 SpamRecall: 81.087% SpamPrec: 99.966% # SUMMARY for threshold 1.0: -# Correctly non-spam: 25124 87.53% -# Correctly spam: 55650 99.49% -# False positives: 3580 12.47% -# False negatives: 283 0.51% -# TCR(l=50): 0.311982 SpamRecall: 99.494% SpamPrec: 93.956% +# Correctly non-spam: 49202 92.84% +# Correctly spam: 119679 96.93% +# False positives: 3796 7.16% +# False negatives: 3787 3.07% +# TCR(l=50): 0.637780 SpamRecall: 96.933% SpamPrec: 96.926% # SUMMARY for threshold 2.0: -# Correctly non-spam: 28062 97.76% -# Correctly spam: 55223 98.73% -# False positives: 642 2.24% -# False negatives: 710 1.27% -# TCR(l=50): 1.704755 SpamRecall: 98.731% SpamPrec: 98.851% +# Correctly non-spam: 52087 98.28% +# Correctly spam: 115153 93.27% +# False positives: 911 1.72% +# False negatives: 8313 6.73% +# TCR(l=50): 2.292223 SpamRecall: 93.267% SpamPrec: 99.215% # SUMMARY for threshold 3.0: -# Correctly non-spam: 28520 99.36% -# Correctly spam: 54506 97.45% -# False positives: 184 0.64% -# False negatives: 1427 2.55% -# TCR(l=50): 5.263292 SpamRecall: 97.449% SpamPrec: 99.664% +# Correctly non-spam: 52694 99.43% +# Correctly spam: 111309 90.15% +# False positives: 304 0.57% +# False negatives: 12157 9.85% +# TCR(l=50): 4.513141 SpamRecall: 90.154% SpamPrec: 99.728% # SUMMARY for threshold 4.0: -# Correctly non-spam: 28648 99.80% -# Correctly spam: 53613 95.85% -# False positives: 56 0.20% -# False negatives: 2320 4.15% -# TCR(l=50): 10.924414 SpamRecall: 95.852% SpamPrec: 99.896% +# Correctly non-spam: 52915 99.84% +# Correctly spam: 106001 85.85% +# False positives: 83 0.16% +# False negatives: 17465 14.15% +# TCR(l=50): 5.712052 SpamRecall: 85.854% SpamPrec: 99.922% # SUMMARY for threshold 4.5: -# Correctly non-spam: 28676 99.90% -# Correctly spam: 53244 95.19% -# False positives: 28 0.10% -# False negatives: 2689 4.81% -# TCR(l=50): 13.678895 SpamRecall: 95.192% SpamPrec: 99.947% +# Correctly non-spam: 52940 99.89% +# Correctly spam: 103759 84.04% +# False positives: 58 0.11% +# False negatives: 19707 15.96% +# TCR(l=50): 5.461406 SpamRecall: 84.039% SpamPrec: 99.944% # SUMMARY for threshold 5.5: -# Correctly non-spam: 28694 99.97% -# Correctly spam: 51938 92.86% -# False positives: 10 0.03% -# False negatives: 3995 7.14% -# TCR(l=50): 12.443382 SpamRecall: 92.858% SpamPrec: 99.981% +# Correctly non-spam: 52975 99.96% +# Correctly spam: 96766 78.37% +# False positives: 23 0.04% +# False negatives: 26700 21.63% +# TCR(l=50): 4.433250 SpamRecall: 78.375% SpamPrec: 99.976% # SUMMARY for threshold 6.0: -# Correctly non-spam: 28699 99.98% -# Correctly spam: 51289 91.70% -# False positives: 5 0.02% -# False negatives: 4644 8.30% -# TCR(l=50): 11.428893 SpamRecall: 91.697% SpamPrec: 99.990% +# Correctly non-spam: 52985 99.98% +# Correctly spam: 93509 75.74% +# False positives: 13 0.02% +# False negatives: 29957 24.26% +# TCR(l=50): 4.033914 SpamRecall: 75.737% SpamPrec: 99.986% # SUMMARY for threshold 6.5: -# Correctly non-spam: 28701 99.99% -# Correctly spam: 50521 90.32% -# False positives: 3 0.01% -# False negatives: 5412 9.68% -# TCR(l=50): 10.056275 SpamRecall: 90.324% SpamPrec: 99.994% +# Correctly non-spam: 52991 99.99% +# Correctly spam: 90373 73.20% +# False positives: 7 0.01% +# False negatives: 33093 26.80% +# TCR(l=50): 3.691834 SpamRecall: 73.197% SpamPrec: 99.992% # SUMMARY for threshold 7.0: -# Correctly non-spam: 28702 99.99% -# Correctly spam: 49503 88.50% -# False positives: 2 0.01% -# False negatives: 6430 11.50% -# TCR(l=50): 8.565544 SpamRecall: 88.504% SpamPrec: 99.996% +# Correctly non-spam: 52992 99.99% +# Correctly spam: 87259 70.67% +# False positives: 6 0.01% +# False negatives: 36207 29.33% +# TCR(l=50): 3.381982 SpamRecall: 70.675% SpamPrec: 99.993% # SUMMARY for threshold 8.0: -# Correctly non-spam: 28703 100.00% -# Correctly spam: 47607 85.11% -# False positives: 1 0.00% -# False negatives: 8326 14.89% -# TCR(l=50): 6.677770 SpamRecall: 85.114% SpamPrec: 99.998% +# Correctly non-spam: 52996 100.00% +# Correctly spam: 81401 65.93% +# False positives: 2 0.00% +# False negatives: 42065 34.07% +# TCR(l=50): 2.928163 SpamRecall: 65.930% SpamPrec: 99.998% # SUMMARY for threshold 9.0: -# Correctly non-spam: 28703 100.00% -# Correctly spam: 45692 81.69% +# Correctly non-spam: 52997 100.00% +# Correctly spam: 74871 60.64% # False positives: 1 0.00% -# False negatives: 10241 18.31% -# TCR(l=50): 5.435137 SpamRecall: 81.691% SpamPrec: 99.998% +# False negatives: 48595 39.36% +# TCR(l=50): 2.538103 SpamRecall: 60.641% SpamPrec: 99.999% # SUMMARY for threshold 10.0: -# Correctly non-spam: 28703 100.00% -# Correctly spam: 43762 78.24% +# Correctly non-spam: 52997 100.00% +# Correctly spam: 69125 55.99% # False positives: 1 0.00% -# False negatives: 12171 21.76% -# TCR(l=50): 4.576794 SpamRecall: 78.240% SpamPrec: 99.998% +# False negatives: 54341 44.01% +# TCR(l=50): 2.269971 SpamRecall: 55.987% SpamPrec: 99.999% # SUMMARY for threshold 12.0: -# Correctly non-spam: 28703 100.00% -# Correctly spam: 39018 69.76% -# False positives: 1 0.00% -# False negatives: 16915 30.24% -# TCR(l=50): 3.296964 SpamRecall: 69.758% SpamPrec: 99.997% +# Correctly non-spam: 52998 100.00% +# Correctly spam: 58238 47.17% +# False positives: 0 0.00% +# False negatives: 65228 52.83% +# TCR(l=50): 1.892837 SpamRecall: 47.169% SpamPrec: 100.000% # SUMMARY for threshold 15.0: -# Correctly non-spam: 28703 100.00% -# Correctly spam: 29720 53.14% -# False positives: 1 0.00% -# False negatives: 26213 46.86% -# TCR(l=50): 2.129726 SpamRecall: 53.135% SpamPrec: 99.997% +# Correctly non-spam: 52998 100.00% +# Correctly spam: 44808 36.29% +# False positives: 0 0.00% +# False negatives: 78658 63.71% +# TCR(l=50): 1.569656 SpamRecall: 36.292% SpamPrec: 100.000% # SUMMARY for threshold 17.0: -# Correctly non-spam: 28704 100.00% -# Correctly spam: 23992 42.89% +# Correctly non-spam: 52998 100.00% +# Correctly spam: 37433 30.32% # False positives: 0 0.00% -# False negatives: 31941 57.11% -# TCR(l=50): 1.751135 SpamRecall: 42.894% SpamPrec: 100.000% +# False negatives: 86033 69.68% +# TCR(l=50): 1.435100 SpamRecall: 30.318% SpamPrec: 100.000% # SUMMARY for threshold 20.0: -# Correctly non-spam: 28704 100.00% -# Correctly spam: 16261 29.07% +# Correctly non-spam: 52998 100.00% +# Correctly spam: 28629 23.19% # False positives: 0 0.00% -# False negatives: 39672 70.93% -# TCR(l=50): 1.409886 SpamRecall: 29.072% SpamPrec: 100.000% +# False negatives: 94837 76.81% +# TCR(l=50): 1.301876 SpamRecall: 23.188% SpamPrec: 100.000% Test hit frequencies, for spam and ham corpora: @@ -165,775 +165,710 @@ and the 'score' field should be ignored.) OVERALL% SPAM% HAM% S/O RANK SCORE NAME - 766648 506602 260046 0.661 0.00 0.00 (all messages) -100.000 66.0801 33.9199 0.661 0.00 0.00 (all messages as %) - 24.401 36.9262 0.0004 1.000 1.00 3.60 X_MESSAGE_INFO - 22.270 33.7006 0.0004 1.000 1.00 3.60 MIME_BOUND_DD_DIGITS - 14.435 21.8442 0.0015 1.000 0.98 3.52 HELO_DYNAMIC_IPADDR - 9.507 14.3876 0.0004 1.000 0.98 3.52 RCVD_DOUBLE_IP_SPAM - 8.037 12.1626 0.0008 1.000 0.97 3.50 MSGID_SPAM_CAPS - 6.977 10.5580 0.0012 1.000 0.96 0.00 DRUGS_ANXIETY_EREC - 6.596 9.9814 0.0019 1.000 0.95 0.77 DRUGS_DIET - 5.571 8.4309 0.0004 1.000 0.95 0.03 DRUGS_MANYKINDS - 6.088 9.2122 0.0015 1.000 0.95 0.00 DRUGS_DIET_EREC - 5.084 7.6944 0.0000 1.000 0.95 3.44 DRUGS_ANXIETY_OBFU - 6.112 9.2477 0.0031 1.000 0.94 2.79 HELO_DYNAMIC_DHCP - 4.647 7.0320 0.0000 1.000 0.94 3.36 DRUGS_SLEEP_EREC - 4.793 7.2530 0.0008 1.000 0.94 3.36 HELO_DYNAMIC_HCC - 5.322 8.0521 0.0035 1.000 0.93 0.00 BAYES_99 - 4.405 6.6652 0.0008 1.000 0.93 0.00 DRUGS_DIET_PAIN - 4.320 6.5365 0.0012 1.000 0.92 0.00 DRUGS_DEPR_EREC - 4.194 6.3470 0.0012 1.000 0.92 3.27 HELO_DYNAMIC_IPADDR2 - 7.325 11.0807 0.0081 0.999 0.92 1.07 HTML_BACKHAIR_8 - 13.075 19.7800 0.0115 0.999 0.92 2.80 RCVD_HELO_IP_MISMATCH - 6.726 10.1739 0.0096 0.999 0.91 2.09 DRUGS_ERECTILE_OBFU - 29.961 45.3314 0.0162 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI - 2.846 4.3067 0.0008 1.000 0.90 2.96 DATE_SPAMWARE_Y2K - 4.780 7.2301 0.0058 0.999 0.90 0.32 DRUGS_SLEEP - 2.406 3.6411 0.0000 1.000 0.90 2.54 SUBJECT_DRUG_GAP_X - 3.701 5.5991 0.0035 0.999 0.90 3.15 DRUGS_PAIN_OBFU - 2.249 3.4035 0.0000 1.000 0.90 2.55 RATWARE_RCVD_AT - 2.221 3.3604 0.0000 1.000 0.90 2.00 SUBJECT_DRUG_GAP_VA - 2.210 3.3440 0.0000 1.000 0.89 3.20 RATWARE_ZERO_TZ - 2.215 3.3513 0.0004 1.000 0.89 0.01 HTML_NONELEMENT_90_100 - 8.276 12.5173 0.0135 0.999 0.89 2.82 DRUGS_ANXIETY - 5.015 7.5843 0.0092 0.999 0.89 0.00 DRUGS_PAIN_EREC - 1.909 2.8883 0.0000 1.000 0.89 2.00 SUBJECT_DRUG_GAP_S - 6.141 9.2868 0.0131 0.999 0.88 3.11 UNIQUE_WORDS - 1.757 2.6583 0.0000 1.000 0.88 3.20 HELO_DYNAMIC_ATTBI - 3.059 0.0030 9.0123 0.000 0.88 0.00 BAYES_00 - 1.727 2.6135 0.0000 1.000 0.88 0.75 HTML_BADTAG_90_100 - 2.981 4.5087 0.0058 0.999 0.88 3.20 FORGED_MUA_OUTLOOK - 3.153 4.7675 0.0077 0.998 0.87 2.63 MSGID_RANDY - 7.769 11.7479 0.0169 0.999 0.87 2.88 HTML_IMAGE_ONLY_08 - 4.620 6.9862 0.0112 0.998 0.86 0.01 DRUGS_MUSCLE - 4.918 7.4364 0.0127 0.998 0.86 2.55 DOMAIN_RATIO - 1.832 2.7704 0.0035 0.999 0.86 3.12 HTML_IMAGE_ONLY_04 - 1.446 2.1889 0.0000 1.000 0.86 3.12 HELO_DYNAMIC_OOL - 2.990 4.5189 0.0104 0.998 0.85 3.04 MSGID_DOLLARS - 1.516 2.2931 0.0023 0.999 0.85 1.08 FORGED_MUA_AOL_FROM - 2.825 4.2696 0.0104 0.998 0.84 0.93 HTML_OBFUSCATE_10_20 - 1.142 1.7286 0.0000 1.000 0.84 2.42 MSGID_YAHOO_CAPS - 1.106 1.6743 0.0000 1.000 0.84 3.04 HELO_DYNAMIC_COMCAST - 2.312 3.4937 0.0096 0.997 0.84 1.32 UNRESOLVED_TEMPLATE - 1.232 1.8634 0.0015 0.999 0.84 0.02 HTML_NONELEMENT_80_90 - 1.287 1.9465 0.0027 0.999 0.83 2.96 MSGID_SPAM_LETTERS - 4.563 6.8961 0.0165 0.998 0.83 0.00 DRUGS_DEPRESSION - 2.150 3.2487 0.0096 0.997 0.83 1.00 HTML_OBFUSCATE_20_30 - 1.017 1.5397 0.0000 1.000 0.83 2.52 HTML_OBFUSCATE_30_40 - 1.345 2.0326 0.0042 0.998 0.82 0.00 FORGED_AOL_HTML - 0.918 1.3889 0.0000 1.000 0.82 2.35 DRUGS_DIET_OBFU - 0.929 1.4052 0.0004 1.000 0.82 2.63 HTML_OBFUSCATE_50_60 - 6.057 9.1539 0.0246 0.997 0.81 2.87 DRUGS_PAIN - 1.091 1.6490 0.0035 0.998 0.81 2.66 SUBJECT_DRUG_GAP_VIA - 0.852 1.2898 0.0004 1.000 0.81 2.87 HELO_DYNAMIC_SPLIT_IP - 0.859 1.2998 0.0008 0.999 0.81 2.88 STRONG_BUY - 1.106 1.6713 0.0042 0.997 0.81 1.49 INVALID_TZ_EST - 0.819 1.2388 0.0004 1.000 0.81 2.88 RATWARE_RCVD_PF - 0.845 1.2783 0.0008 0.999 0.81 2.67 MIME_BOUND_DIGITS_15 - 0.806 1.2197 0.0008 0.999 0.80 2.73 ONLINE_PHARMACY - 1.637 2.4718 0.0112 0.996 0.80 2.88 SUBJ_ILLEGAL_CHARS - 0.720 1.0898 0.0000 1.000 0.80 2.64 HTML_OBFUSCATE_40_50 - 1.026 1.5486 0.0065 0.996 0.79 0.00 HTML_NONELEMENT_50_60 - 3.067 4.6303 0.0212 0.995 0.79 0.08 FORGED_OUTLOOK_HTML - 2.175 3.2819 0.0173 0.995 0.78 0.00 FORGED_OUTLOOK_TAGS - 0.660 0.9994 0.0000 1.000 0.78 2.24 UNIVERSITY_DIPLOMAS - 3.702 5.5906 0.0238 0.996 0.78 2.36 HTML_IMAGE_ONLY_12 - 35.588 53.8320 0.0454 0.999 0.78 1.84 MPART_ALT_DIFF - 0.799 1.2065 0.0046 0.996 0.78 1.59 OBFUSCATING_COMMENT - 0.620 0.9386 0.0000 1.000 0.78 2.80 HELO_DYNAMIC_YAHOOBB - 0.652 0.9864 0.0015 0.998 0.77 1.99 SUBJECT_DRUG_GAP_C - 0.576 0.8715 0.0000 1.000 0.77 2.80 VIA_GAP_GRA - 11.973 18.0980 0.0415 0.998 0.77 2.79 LONGWORDS - 0.795 1.1998 0.0054 0.996 0.77 0.44 HTML_ATTR_UNIQUE - 0.808 1.2201 0.0062 0.995 0.77 1.39 HTML_FONT_SIZE_LARGE - 0.679 1.0255 0.0031 0.997 0.77 0.49 HTML_NONELEMENT_70_80 - 0.585 0.8849 0.0015 0.998 0.76 2.67 HG_HORMONE - 0.554 0.8387 0.0008 0.999 0.76 0.00 HTML_BADTAG_40_50 - 0.548 0.8298 0.0004 1.000 0.76 0.86 HTML_BADTAG_50_60 - 2.073 3.1261 0.0215 0.993 0.76 2.24 URI_AFFILIATE - 0.547 0.8281 0.0004 1.000 0.76 2.49 HTML_SHORT_CENTER - 0.533 0.8062 0.0000 1.000 0.76 1.73 HTML_BADTAG_60_70 - 1.659 2.5014 0.0177 0.993 0.76 1.47 SUSPICIOUS_RECIPS - 0.519 0.7852 0.0000 1.000 0.76 2.72 EMAIL_ROT13 - 0.533 0.8062 0.0004 1.000 0.76 2.29 PERCENT_RANDOM - 0.550 0.8320 0.0015 0.998 0.75 2.36 STOCK_ALERT - 0.505 0.7637 0.0000 1.000 0.75 2.04 INVALID_TZ_CST - 0.710 1.0709 0.0062 0.994 0.75 0.00 HTML_BADTAG_20_30 - 0.551 0.8322 0.0023 0.997 0.75 2.72 OBSCURED_EMAIL - 0.571 0.8626 0.0031 0.996 0.75 0.34 DRUG_DOSAGE - 0.725 1.0920 0.0088 0.992 0.74 0.11 STOCK_PICK - 0.691 1.0418 0.0077 0.993 0.74 2.64 ALL_NATURAL - 0.471 0.7122 0.0015 0.998 0.74 2.64 MSGID_SPAM_ALPHA_NUM - 2.446 3.6867 0.0281 0.992 0.73 1.01 HTML_FONT_LOW_CONTRAST - 0.460 0.6948 0.0012 0.998 0.73 2.09 X_AUTH_WARN_FAKED - 0.893 1.3444 0.0135 0.990 0.73 2.61 FORGED_HOTMAIL_RCVD - 0.515 0.7767 0.0038 0.995 0.73 0.24 HTML_NONELEMENT_60_70 - 0.420 0.6354 0.0000 1.000 0.73 2.26 HTML_OBFUSCATE_60_70 - 1.442 2.1705 0.0219 0.990 0.72 0.43 HTML_OBFUSCATE_05_10 - 0.372 0.5632 0.0000 1.000 0.72 2.56 SUBJECT_DRUG_GAP_VIC - 0.463 0.6978 0.0042 0.994 0.72 1.35 SUBJECT_DIET - 0.565 0.8504 0.0085 0.990 0.71 1.33 URI_OFFERS - 0.493 0.7422 0.0065 0.991 0.71 0.06 HTML_TAG_BALANCE_HEAD - 0.801 1.2041 0.0162 0.987 0.70 2.45 SUBJ_DOLLARS - 0.416 0.6277 0.0038 0.994 0.70 0.86 FROM_ILLEGAL_CHARS - 0.384 0.5794 0.0027 0.995 0.70 0.00 HTML_BADTAG_30_40 - 0.691 1.0389 0.0135 0.987 0.70 2.05 MONEY_BACK - 0.328 0.4962 0.0000 1.000 0.70 2.48 DEEP_DISC_MEDS - 0.343 0.5178 0.0015 0.997 0.70 2.48 NIGERIAN_BODY1 - 1.906 2.8667 0.0335 0.988 0.70 1.78 MIME_BASE64_TEXT - 0.425 0.6400 0.0054 0.992 0.70 0.00 HTML_SHORT_COMMENT - 0.321 0.4850 0.0008 0.998 0.69 1.45 BANG_EXERCISE - 0.313 0.4728 0.0004 0.999 0.69 0.02 FORGED_AOL_TAGS - 0.372 0.5614 0.0038 0.993 0.69 0.62 SUBJECT_DRUG_GAP_P - 0.306 0.4635 0.0000 1.000 0.69 2.18 RATWARE_EGROUPS - 0.310 0.4694 0.0004 0.999 0.69 2.42 FORGED_MUA_OIMO - 0.294 0.4447 0.0000 1.000 0.69 2.48 FORGED_MUA_THEBAT_BOUN - 0.274 0.4149 0.0000 1.000 0.68 1.92 REVERSE_AGING - 0.417 0.6275 0.0077 0.988 0.68 0.10 IMPOTENCE - 0.628 0.9426 0.0162 0.983 0.68 0.00 HTML_FONT_SIZE_NONE - 0.275 0.4159 0.0008 0.998 0.67 2.40 NIGERIAN_BODY2 - 1.045 0.0138 3.0537 0.005 0.67 -2.40 ALL_TRUSTED - 0.312 0.4702 0.0031 0.993 0.67 1.51 FORGED_MUA_EUDORA - 0.261 0.3948 0.0000 1.000 0.67 1.66 HTML_BADTAG_70_80 - 0.249 0.3762 0.0000 1.000 0.67 2.31 HTML_OBFUSCATE_70_80 - 0.244 0.3691 0.0000 1.000 0.67 2.40 FORGED_THEBAT_HTML - 0.938 1.4060 0.0265 0.981 0.67 0.81 BODY_ENHANCEMENT2 - 1.526 2.2906 0.0358 0.985 0.66 0.00 HTML_BACKHAIR_4 - 4.589 6.9133 0.0611 0.991 0.66 0.22 HTML_TITLE_UNTITLED - 0.231 0.3502 0.0000 1.000 0.66 2.40 FAKE_OUTBLAZE_RCVD - 0.399 0.5991 0.0096 0.984 0.66 0.01 HTML_COMMENT_SHORT - 0.239 0.3620 0.0008 0.998 0.66 0.02 FORGED_IMS_HTML - 0.222 0.3366 0.0000 1.000 0.66 2.40 KOREAN_UCE_SUBJECT - 0.264 0.3981 0.0027 0.993 0.66 1.39 FROM_NUM_AT_WEBMAIL - 0.471 0.7059 0.0142 0.980 0.65 0.00 HTML_NONELEMENT_40_50 - 0.211 0.3190 0.0000 1.000 0.65 2.32 HELO_DYNAMIC_DIALIN - 0.242 0.3646 0.0019 0.995 0.65 0.01 ENTITY_DEC_ALPHANUM - 10.342 15.6026 0.0923 0.994 0.65 1.25 DRUGS_ERECTILE - 0.207 0.3137 0.0000 1.000 0.65 2.32 HELO_DYNAMIC_ADELPHIA - 0.206 0.3119 0.0000 1.000 0.65 2.12 SUBJECT_DRUG_GAP_L - 0.342 0.5130 0.0092 0.982 0.65 0.12 DRUG_ED_CAPS - 0.311 0.4676 0.0073 0.985 0.64 0.89 FORGED_MUA_IMS - 0.207 0.3123 0.0008 0.998 0.64 0.67 BANG_OPRAH - 0.198 0.3000 0.0000 1.000 0.64 2.32 HDR_ORDER_TRIMRS - 0.323 0.4850 0.0085 0.983 0.64 0.88 SORTED_RECIPS - 0.291 0.4364 0.0065 0.985 0.64 0.93 SAVE_THOUSANDS - 1.219 1.8253 0.0377 0.980 0.64 0.00 HTML_FONT_SIZE_TINY - 0.201 0.3032 0.0008 0.997 0.64 0.44 RATWARE_NETIP - 0.508 0.7594 0.0181 0.977 0.64 0.60 HTML_SHORT_LENGTH - 0.410 0.6131 0.0135 0.979 0.64 0.88 SATIS_GUAR - 0.186 0.2809 0.0004 0.999 0.64 1.40 NIGERIAN_BODY3 - 1.632 2.4467 0.0442 0.982 0.64 2.12 DATE_IN_FUTURE_12_24 - 0.182 0.2750 0.0004 0.999 0.63 1.86 DRUG_ED_SILD - 4.187 6.3014 0.0688 0.989 0.63 1.33 RCVD_ILLEGAL_IP - 0.759 1.1336 0.0281 0.976 0.63 0.30 BANG_GUAR - 0.179 0.2708 0.0004 0.999 0.63 1.77 FAKE_HELO_MSN - 1.186 1.7746 0.0400 0.978 0.63 2.24 SUBJ_HAS_SPACES - 0.474 0.7081 0.0181 0.975 0.63 0.15 BODY_ENHANCEMENT - 0.281 0.4218 0.0081 0.981 0.63 0.10 GUARANTEED_STUFF - 0.744 1.1113 0.0285 0.975 0.63 2.24 WHY_WAIT - 0.188 0.2831 0.0015 0.995 0.63 1.91 HTML_MISSING_CTYPE - 0.275 0.4118 0.0077 0.982 0.63 1.63 HTML_LINK_PUSH_HERE - 0.345 0.5156 0.0123 0.977 0.63 0.39 AS_SEEN_ON - 0.164 0.2485 0.0000 1.000 0.63 1.99 FORGED_IMS_TAGS - 0.245 0.3675 0.0065 0.983 0.62 1.38 HAIR_LOSS - 27.203 41.0944 0.1404 0.997 0.62 2.17 BIZ_TLD - 0.317 0.4737 0.0115 0.976 0.62 2.24 FROM_ALL_NUMS - 0.161 0.2436 0.0004 0.998 0.62 2.24 MORE_SEX - 0.360 0.5375 0.0146 0.974 0.62 0.56 SUBJ_BUY - 1.648 2.4672 0.0515 0.980 0.62 2.14 HTML_FONT_TINY - 0.171 0.2580 0.0023 0.991 0.61 1.76 HELO_DYNAMIC_CHELLO_NL - 0.713 1.0630 0.0300 0.973 0.61 1.02 MAILTO_SUBJ_REMOVE - 0.215 0.3221 0.0069 0.979 0.61 0.00 MIME_BASE64_ILLEGAL - 0.154 0.2319 0.0015 0.993 0.61 0.01 X_ORIG_IP_NOT_IPV4 - 0.139 0.2108 0.0000 1.000 0.61 2.16 SUBJECT_SEXUAL - 0.723 1.0766 0.0331 0.970 0.61 0.08 HTML_LINK_CLICK_CAPS - 4.276 6.4244 0.0904 0.986 0.61 0.00 HTML_MIME_NO_HTML_TAG - 0.135 0.2049 0.0000 1.000 0.61 2.16 RATWARE_OE_MALFORMED - 0.211 0.3152 0.0073 0.977 0.60 1.35 ROUND_THE_WORLD_LOCAL - 0.129 0.1958 0.0000 1.000 0.60 1.86 HTML_BADTAG_80_90 - 0.129 0.1946 0.0000 1.000 0.60 1.68 HELO_DYNAMIC_ROGERS - 0.144 0.2165 0.0015 0.993 0.60 1.37 TERRA_ES - 0.128 0.1940 0.0008 0.996 0.60 1.93 DRUG_ED_GENERIC - 0.121 0.1828 0.0000 1.000 0.60 1.82 NIGERIAN_BODY4 - 0.348 0.5174 0.0185 0.966 0.59 0.05 CLICK_TO_REMOVE_1 - 0.142 0.2136 0.0027 0.988 0.59 2.10 X_LIBRARY - 1.162 1.7325 0.0511 0.971 0.59 1.16 BAD_CREDIT - 0.144 0.2163 0.0031 0.986 0.59 1.59 MILLION_USD - 0.769 1.1429 0.0408 0.966 0.59 0.90 RCVD_FAKE_HELO_DOTCOM - 0.182 0.2722 0.0073 0.974 0.59 2.02 DATE_IN_FUTURE_24_48 - 0.164 0.2460 0.0054 0.979 0.59 2.16 HTML_TAG_EXIST_MARQUEE - 0.116 0.1751 0.0004 0.998 0.59 0.52 DRUGS_SMEAR1 - 0.110 0.1660 0.0000 1.000 0.59 2.16 NOT_ADVISOR - 3.119 4.6719 0.0923 0.981 0.59 1.67 FORGED_YAHOO_RCVD - 0.433 0.6425 0.0246 0.963 0.58 0.00 HTML_COMMENT_SHOUTING - 1.267 1.8885 0.0569 0.971 0.58 0.00 HTML_TABLE_THICK_BORD - 0.119 0.1798 0.0015 0.992 0.58 1.80 HTML_FONT_SIZE_HUGE - 0.212 0.3150 0.0104 0.968 0.58 2.02 MARKETING_PARTNERS - 0.441 0.6538 0.0254 0.963 0.58 0.51 FRONTPAGE - 0.106 0.1601 0.0000 1.000 0.58 2.08 HELO_DYNAMIC_RR2 - 0.126 0.1895 0.0031 0.984 0.58 2.08 ENGLISH_UCE_SUBJECT - 2.361 3.5266 0.0892 0.975 0.58 1.71 INVALID_TZ_GMT - 0.161 0.2408 0.0065 0.974 0.58 0.55 DIET_2 - 0.106 0.1599 0.0004 0.998 0.58 2.06 WE_HONOR_ALL - 0.134 0.2007 0.0046 0.978 0.58 1.80 RATWARE_HASH_2_V2 - 0.766 1.1366 0.0438 0.963 0.58 1.54 MIME_HTML_MOSTLY - 0.123 0.1838 0.0038 0.980 0.57 2.08 FORGED_MUA_MOZILLA - 0.125 0.1871 0.0042 0.978 0.57 2.08 DATE_IN_FUTURE_48_96 - 0.847 1.2568 0.0488 0.963 0.57 0.24 HTML_BADTAG_10_20 - 0.120 0.1800 0.0038 0.979 0.57 2.08 NA_DOLLARS - 0.096 0.1449 0.0000 1.000 0.57 2.08 MIME_BOUND_RKFINDY - 0.095 0.1443 0.0000 1.000 0.57 1.59 RATWARE_MOZ_MALFORMED - 0.095 0.1433 0.0000 1.000 0.57 1.92 HELO_DYNAMIC_VTR - 1.389 2.0677 0.0665 0.969 0.57 0.18 MIME_HEADER_CTYPE_ONLY - 0.099 0.1488 0.0015 0.990 0.56 0.00 NO_CREDIT_CHECK - 0.103 0.1542 0.0023 0.985 0.56 1.62 NO_FORMS - 0.119 0.1782 0.0046 0.975 0.56 0.04 RATWARE_HASH_2 - 0.156 0.2311 0.0088 0.963 0.56 0.61 GUARANTEED_100_PERCENT - 0.134 0.1988 0.0069 0.966 0.56 0.89 CONSOLIDATE_DEBT - 0.096 0.1443 0.0012 0.992 0.56 0.00 RATWARE_GECKO_BUILD - 0.439 0.6490 0.0292 0.957 0.56 0.54 HEAD_ILLEGAL_CHARS - 0.095 0.1427 0.0012 0.992 0.56 2.00 MSGID_OUTLOOK_INVALID - 0.087 0.1315 0.0000 1.000 0.56 1.82 CONFIRMED_FORGED - 0.105 0.1571 0.0035 0.978 0.56 1.82 FROM_OFFERS - 0.087 0.1321 0.0004 0.997 0.56 0.00 HTML_CONVERTED - 0.092 0.1380 0.0012 0.992 0.55 0.00 HTML_ATTR_BAD - 0.706 1.0442 0.0465 0.957 0.55 0.35 HTML_NONELEMENT_20_30 - 0.199 0.2943 0.0142 0.954 0.55 0.23 SOME_BREAKTHROUGH - 0.084 0.1269 0.0004 0.997 0.55 0.55 DRUG_ED_ONLINE - 0.078 0.1186 0.0000 1.000 0.55 1.83 HELO_DYNAMIC_HEXIP - 0.081 0.1218 0.0008 0.994 0.55 1.91 YAHOO_DRS_REDIR - 0.194 0.2852 0.0150 0.950 0.55 0.90 TO_MALFORMED - 0.424 0.6255 0.0311 0.953 0.54 1.36 GAPPY_SUBJECT - 0.081 0.1214 0.0012 0.991 0.54 1.92 RATWARE_STORM_URI - 0.079 0.1186 0.0008 0.994 0.54 1.92 MIME_BOUND_MANY_HEX - 0.443 0.6526 0.0354 0.949 0.54 0.98 HTML_00_10 - 0.107 0.1583 0.0062 0.963 0.54 0.00 ONE_TIME_MAILING - 0.344 0.5069 0.0277 0.948 0.54 0.53 HTML_COMMENT_SAVED_URL - 7.483 11.2244 0.1938 0.983 0.54 1.73 HTML_IMAGE_RATIO_02 - 0.281 0.4129 0.0235 0.946 0.54 1.86 PORN_URL_SEX - 0.069 0.1048 0.0000 1.000 0.54 1.47 SUBJ_2_NUM_PARENS - 0.067 0.1021 0.0000 1.000 0.54 1.05 MULTI_FORGED - 2.960 4.4088 0.1365 0.970 0.53 1.11 MISSING_SUBJECT - 0.454 0.6682 0.0377 0.947 0.53 0.89 LOW_PRICE - 0.067 0.1007 0.0000 1.000 0.53 1.92 FAKE_HELO_MAIL_COM_DOM - 0.113 0.1670 0.0085 0.952 0.53 0.95 MORTGAGE_BEST - 0.738 1.0882 0.0569 0.950 0.53 0.69 MIME_BASE64_BLANKS - 0.352 0.5170 0.0296 0.946 0.53 0.08 HTML_SHOUTING4 - 0.062 0.0936 0.0000 1.000 0.53 1.79 DIET_3 - 0.515 0.7564 0.0435 0.946 0.53 0.43 USERPASS - 0.061 0.0924 0.0000 1.000 0.53 1.92 CONFIDENTIAL_ORDER - 0.163 0.2394 0.0146 0.942 0.53 0.21 IP_LINK_PLUS - 0.233 0.3417 0.0219 0.940 0.53 1.82 TRACKER_ID - 0.666 0.9803 0.0527 0.949 0.53 0.00 MIME_MISSING_BOUNDARY - 1.737 2.5720 0.1088 0.959 0.53 0.04 HTML_TAG_BALANCE_BODY - 0.059 0.0890 0.0000 1.000 0.53 1.73 WRINKLES - 1.667 2.4686 0.1058 0.959 0.52 1.35 HTML_IMAGE_ONLY_16 - 0.057 0.0869 0.0000 1.000 0.52 1.84 EXCUSE_23 - 0.101 0.1482 0.0081 0.948 0.52 1.44 EXCUSE_6 - 0.055 0.0839 0.0000 1.000 0.52 1.84 HTML_FORMACTION_MAILTO - 0.663 0.9741 0.0561 0.946 0.52 0.00 X_MSMAIL_PRIORITY_HIGH - 1.533 2.2704 0.0965 0.959 0.52 0.79 FORGED_HOTMAIL_RCVD2 - 0.053 0.0803 0.0000 1.000 0.52 1.84 CHINA_HEADER - 0.050 0.0752 0.0000 1.000 0.52 1.74 HELO_DYNAMIC_HOME_NL - 0.050 0.0750 0.0000 1.000 0.51 1.84 FAKE_HELO_EXCITE - 2.400 3.5562 0.1473 0.960 0.51 0.09 RCVD_DOUBLE_IP_LOOSE - 0.122 0.1779 0.0123 0.935 0.51 0.00 HTML_EMBEDS - 0.047 0.0717 0.0000 1.000 0.51 0.42 HDR_ORDER_MTSRIX - 0.048 0.0720 0.0004 0.995 0.51 1.84 FORWARD_LOOKING - 1.953 2.8851 0.1361 0.955 0.51 0.67 DIET_1 - 0.149 0.2171 0.0165 0.929 0.51 0.00 UPPERCASE_75_100 - 0.077 0.1133 0.0058 0.952 0.51 0.03 HTML_SHOUTING5 - 0.055 0.0819 0.0019 0.977 0.51 1.84 SUBJ_LIFE_INSURANCE - 0.091 0.1328 0.0085 0.940 0.50 1.73 PORN_URL_MISC - 0.060 0.0888 0.0031 0.967 0.50 0.00 BAYES_95 - 1.938 2.8616 0.1400 0.953 0.50 0.27 HTML_SHOUTING3 - 0.237 0.3443 0.0273 0.927 0.50 0.30 MORTGAGE_PITCH - 0.039 0.0594 0.0000 1.000 0.50 0.00 FORGED_QUALCOMM_TAGS - 0.156 0.2256 0.0192 0.921 0.50 1.41 SUB_HELLO - 0.056 0.0827 0.0035 0.960 0.50 1.30 FAKE_HELO_MAIL_COM - 0.058 0.0865 0.0038 0.957 0.50 0.00 BAYES_90 - 0.697 1.0205 0.0681 0.937 0.50 0.07 EXCUSE_10 - 0.101 0.1467 0.0119 0.925 0.50 1.35 WEIRD_QUOTING - 4.444 6.6202 0.2057 0.970 0.49 0.00 HTML_FONT_INVISIBLE - 0.043 0.0642 0.0015 0.977 0.49 0.94 PORN_URL_SLUT - 0.044 0.0661 0.0019 0.972 0.49 0.95 AMAZING_STUFF - 1.804 2.6557 0.1438 0.949 0.49 0.14 HTML_BACKHAIR_2 - 0.082 0.1196 0.0088 0.931 0.49 0.00 MORTGAGE_RATES - 0.041 0.0008 0.1188 0.007 0.49 0.00 BAYES_10 - 0.998 1.4615 0.0954 0.939 0.49 1.29 DATE_IN_FUTURE_03_06 - 0.308 0.4479 0.0361 0.925 0.49 0.00 HTML_NONELEMENT_30_40 - 0.075 0.1094 0.0081 0.931 0.49 1.76 SUBJ_YOUR_DEBT - 0.183 0.2639 0.0242 0.916 0.49 1.13 FROM_HAS_MIXED_NUMS3 - 0.037 0.0563 0.0008 0.987 0.48 1.61 FREE_PREVIEW - 0.036 0.0539 0.0000 1.000 0.48 1.51 HTTP_77 - 0.036 0.0541 0.0004 0.993 0.48 1.25 WHY_PAY_MORE - 0.043 0.0630 0.0031 0.953 0.48 0.00 OFFSHORE_SCAM - 0.047 0.0687 0.0042 0.942 0.48 0.19 BILLION_DOLLARS - 0.039 0.0578 0.0019 0.968 0.48 1.66 FORGED_EUDORAMAIL_RCVD - 0.039 0.0582 0.0023 0.962 0.48 0.03 HIDE_WIN_STATUS - 0.069 0.0997 0.0081 0.925 0.48 1.39 DATE_IN_FUTURE_96_XX - 0.035 0.0525 0.0004 0.993 0.48 1.75 SUBJ_GUARANTEED - 0.611 0.8891 0.0696 0.927 0.48 0.03 HTTP_ESCAPED_HOST - 0.036 0.0541 0.0012 0.979 0.48 1.75 RATWARE_RCVD_LC_ESMTP - 0.046 0.0669 0.0046 0.935 0.48 1.49 DISGUISE_PORN - 0.037 0.0557 0.0019 0.967 0.48 1.03 URI_4YOU - 5.843 8.6881 0.3011 0.967 0.48 1.72 INFO_TLD - 0.214 0.3083 0.0288 0.914 0.47 1.30 ADDRESS_IN_SUBJECT - 0.034 0.0004 0.0988 0.004 0.47 0.00 BAYES_05 - 0.114 0.1632 0.0177 0.902 0.47 1.64 FORGED_JUNO_RCVD - 0.307 0.4439 0.0408 0.916 0.47 0.29 BANG_MORE - 0.127 0.1808 0.0212 0.895 0.47 1.43 SOMETHING_FOR_ADULTS - 0.342 0.4941 0.0454 0.916 0.47 1.01 FROM_NO_LOWER - 0.037 0.0547 0.0031 0.947 0.47 1.61 REFINANCE_NOW - 0.095 0.1362 0.0146 0.903 0.47 0.03 CREDIT_CARD - 0.033 0.0490 0.0015 0.970 0.47 1.65 SUBJ_YOUR_FAMILY - 0.494 0.7136 0.0654 0.916 0.47 1.67 BLANK_LINES_70_80 - 0.034 0.0501 0.0023 0.956 0.46 0.35 NASTY_GIRLS - 0.031 0.0464 0.0012 0.976 0.46 1.32 REFINANCE_YOUR_HOME - 0.040 0.0026 0.1119 0.022 0.46 0.00 BAYES_25 - 0.029 0.0442 0.0008 0.983 0.46 1.68 PORN_15 - 0.026 0.0401 0.0000 1.000 0.46 1.56 RCVD_AM_PM - 0.025 0.0371 0.0000 1.000 0.46 1.68 HELO_DYNAMIC_VELOX - 0.899 1.2992 0.1192 0.916 0.46 0.89 MAILTO_TO_REMOVE - 0.024 0.0365 0.0000 1.000 0.46 1.68 BANG_QUOTE - 0.035 0.0509 0.0042 0.923 0.45 1.36 FROM_NO_USER - 0.135 0.1917 0.0250 0.885 0.45 0.29 URG_BIZ - 0.043 0.0608 0.0077 0.888 0.45 0.22 ACT_NOW_CAPS - 0.100 0.1415 0.0181 0.887 0.45 0.19 ADDR_FREE - 1.727 2.5185 0.1842 0.932 0.45 1.57 HTML_IMAGE_ONLY_20 - 0.028 0.0418 0.0019 0.956 0.45 1.36 FIN_FREE - 0.023 0.0343 0.0000 1.000 0.45 1.60 WITH_LC_SMTP - 0.023 0.0349 0.0004 0.989 0.45 1.60 COMPETE - 0.022 0.0338 0.0000 1.000 0.45 1.41 HTML_OBFUSCATE_90_100 - 0.025 0.0369 0.0012 0.970 0.45 1.56 NUMERIC_HTTP_ADDR - 1.741 2.5381 0.1880 0.931 0.45 1.04 HTML_IMAGE_RATIO_04 - 0.031 0.0454 0.0031 0.937 0.45 1.60 MEET_SINGLES - 0.028 0.0418 0.0023 0.948 0.45 0.35 CUM_SHOT - 0.021 0.0324 0.0000 1.000 0.45 1.60 MSGID_FROM_MTA_HOTMAIL - 0.021 0.0314 0.0000 1.000 0.44 1.58 MSGID_SPAM_ZEROES - 0.062 0.0874 0.0127 0.873 0.44 0.00 HTML_TAG_EXIST_PARAM - 0.045 0.0636 0.0096 0.869 0.44 0.00 URI_LONG_HOSTNAME - 0.121 0.1711 0.0246 0.874 0.44 0.00 REPLY_TO_ULINE_NUMS - 0.021 0.0312 0.0000 1.000 0.44 1.60 HTML_OBFUSCATE_80_90 - 0.021 0.0316 0.0008 0.976 0.44 1.51 JS_FROMCHARCODE - 0.042 0.0584 0.0092 0.864 0.44 0.65 SUBJ_FOR_ONLY - 0.020 0.0300 0.0004 0.987 0.44 1.50 BARGAIN_URL - 0.019 0.0282 0.0000 1.000 0.44 1.59 FORGED_TELESP_RCVD - 0.024 0.0349 0.0027 0.928 0.44 1.56 SEDUCTION - 0.025 0.0361 0.0031 0.922 0.43 1.49 SELECTED_YOU - 0.028 0.0407 0.0042 0.906 0.43 0.21 FREE_QUOTE_INSTANT - 1.216 1.7592 0.1592 0.917 0.43 1.09 HTML_IMAGE_ONLY_24 - 0.019 0.0280 0.0000 1.000 0.43 1.29 FAKED_UNDISC_RECIPS - 0.021 0.0312 0.0012 0.964 0.43 1.44 EXCUSE_24 - 0.045 0.0630 0.0108 0.854 0.43 0.00 THE_BEST_RATE - 0.116 0.1623 0.0250 0.867 0.43 0.19 ITS_LEGAL - 0.022 0.0324 0.0019 0.944 0.43 1.49 BLANK_LINES_90_100 - 0.023 0.0330 0.0023 0.935 0.43 1.26 UNCLAIMED_MONEY - 0.019 0.0284 0.0008 0.974 0.43 1.51 BE_BOSS - 0.017 0.0259 0.0000 1.000 0.43 0.50 MSGID_SPAM_99X9XX99 - 0.081 0.1135 0.0181 0.863 0.43 0.09 MSGID_NO_HOST - 0.035 0.0488 0.0069 0.876 0.43 1.51 DOMAIN_4U2 - 0.069 0.0965 0.0162 0.857 0.43 0.00 HTML_WIN_OPEN - 0.185 0.2604 0.0373 0.875 0.43 0.54 SEE_FOR_YOURSELF - 0.018 0.0272 0.0008 0.973 0.43 1.50 BUY_DIRECT - 0.387 0.5511 0.0661 0.893 0.43 0.96 INVALID_MSGID - 4.763 7.0262 0.3538 0.952 0.43 0.00 EXCUSE_3 - 0.772 1.0985 0.1350 0.891 0.43 0.77 HOT_NASTY - 0.030 0.0430 0.0058 0.882 0.43 0.04 JOIN_MILLIONS - 0.086 0.1202 0.0204 0.855 0.43 0.04 EXCUSE_REMOVE - 0.987 1.4161 0.1507 0.904 0.43 0.03 HTML_TAG_BALANCE_HTML - 0.016 0.0235 0.0000 1.000 0.43 1.52 SENT_IN_COMPLIANCE - 0.018 0.0266 0.0012 0.959 0.43 0.45 HTML_SHOUTING7 - 0.034 0.0478 0.0077 0.861 0.42 1.39 GET_PAID - 0.017 0.0251 0.0008 0.970 0.42 1.49 FROM_NONSENDING_DOMAIN - 0.079 0.1098 0.0188 0.853 0.42 0.05 BLANK_LINES_80_90 - 0.015 0.0225 0.0000 1.000 0.42 1.52 PREST_NON_ACCREDITED - 2.982 4.3513 0.3149 0.933 0.42 1.05 HTML_10_20 - 0.031 0.0430 0.0065 0.868 0.42 1.24 NIGERIAN_SUBJECT2 - 0.034 0.0468 0.0077 0.859 0.42 0.00 HTML_SHOUTING9 - 0.025 0.0353 0.0050 0.876 0.42 0.86 WHILE_YOU_SLEEP - 1.001 1.4341 0.1569 0.901 0.42 0.04 HTML_NONELEMENT_10_20 - 0.014 0.0213 0.0000 1.000 0.42 1.52 HARDCORE_PORN - 0.025 0.0347 0.0050 0.874 0.42 1.15 EXCUSE_4 - 0.037 0.0515 0.0096 0.843 0.42 0.79 FREE_PORN - 0.014 0.0211 0.0000 1.000 0.42 1.37 RCVD_BONUS_SPC_DATE - 0.246 0.3470 0.0496 0.875 0.42 0.06 SUB_FREE_OFFER - 0.014 0.0209 0.0000 1.000 0.42 1.52 RESISTANCE_IS_FUTILE - 2.872 4.1778 0.3269 0.927 0.42 1.46 PRIORITY_NO_NAME - 0.013 0.0199 0.0000 1.000 0.42 1.52 REMOVE_POSTAL - 0.024 0.0332 0.0050 0.869 0.42 0.00 URI_IS_POUND - 0.013 0.0197 0.0000 1.000 0.42 1.52 FAKE_HELO_EUDORAMAIL - 12.768 19.0775 0.4768 0.976 0.41 1.44 MSGID_FROM_MTA_ID - 1.224 1.7550 0.1888 0.903 0.41 0.10 NORMAL_HTTP_TO_IP - 0.022 0.0310 0.0042 0.880 0.41 0.04 LIVE_PORN - 1.153 1.6506 0.1850 0.899 0.41 0.19 MIME_BOUND_NEXTPART - 0.016 0.0235 0.0019 0.924 0.41 0.05 HIDDEN_CHARGES - 0.013 0.0195 0.0004 0.981 0.41 1.44 MAIL_IN_ORDER_FORM - 0.012 0.0186 0.0000 1.000 0.41 1.24 YAHOO_RD_REDIR - 0.012 0.0186 0.0000 1.000 0.41 1.44 MICRO_CAP_WARNING - 0.012 0.0186 0.0000 1.000 0.41 1.00 DRUG_ED_COMBO - 0.036 0.0488 0.0100 0.830 0.41 0.00 LOW_PAYMENT - 0.017 0.0247 0.0027 0.902 0.41 0.04 ONE_TIME - 0.012 0.0176 0.0000 1.000 0.41 1.37 YOU_CAN_SEARCH - 0.035 0.0472 0.0100 0.825 0.41 0.99 SUBJ_AS_SEEN - 5.064 7.4573 0.4007 0.949 0.41 0.31 HTML_TEXT_AFTER_HTML - 0.022 0.0308 0.0050 0.860 0.41 0.09 FREE_SAMPLE - 0.011 0.0170 0.0000 1.000 0.41 1.34 HELO_DYNAMIC_NTL - 6.454 9.5396 0.4418 0.956 0.41 1.24 HTML_20_30 - 0.013 0.0186 0.0008 0.960 0.41 1.40 AMATEUR_PORN - 0.079 0.1082 0.0219 0.832 0.41 1.12 RECEIVE_OFFER - 0.011 0.0166 0.0000 1.000 0.41 1.44 NO_MEDICAL - 13.239 19.7684 0.5184 0.974 0.41 0.01 FORGED_RCVD_NET_HELO - 1.847 2.6613 0.2615 0.911 0.41 0.08 REMOVE_PAGE - 0.054 0.0732 0.0173 0.809 0.41 0.00 LOW_INTEREST - 0.017 0.0235 0.0031 0.884 0.41 1.34 BEEN_TURNED_DOWN - 0.039 0.0523 0.0119 0.814 0.41 0.12 EXTRA_CASH - 0.011 0.0162 0.0000 1.000 0.41 1.13 RATWARE_HASH_DASH - 0.686 0.9682 0.1354 0.877 0.41 0.90 SUBJ_HAS_UNIQ_ID - 0.011 0.0160 0.0000 1.000 0.40 1.39 HELO_DYNAMIC_CHELLO_NO - 0.010 0.0156 0.0000 1.000 0.40 1.44 HTTP_CTRL_CHARS_HOST - 2.017 2.8979 0.3011 0.906 0.40 0.02 MIME_BASE64_NO_NAME - 0.015 0.0217 0.0031 0.876 0.40 0.33 TO_NO_USER - 0.045 0.0598 0.0158 0.791 0.40 0.00 BAYES_75 - 0.012 0.0180 0.0015 0.921 0.40 1.34 FORGED_MUA_THEBAT_CS - 0.010 0.0144 0.0000 1.000 0.40 1.26 NIGERIAN_BODY_GOVT_3 - 0.013 0.0184 0.0019 0.905 0.40 0.25 BANKRUPTCY - 0.009 0.0140 0.0000 1.000 0.40 0.00 FAKE_HELO_EMAIL_COM - 0.075 0.1015 0.0231 0.815 0.40 0.00 RICH - 0.013 0.0189 0.0027 0.876 0.40 0.99 BILL_1618 - 0.419 0.5878 0.0911 0.866 0.40 0.03 NO_RDNS_DOTCOM_HELO - 1.711 2.4560 0.2603 0.904 0.39 0.07 HTML_IMAGE_RATIO_06 - 0.021 0.0286 0.0069 0.805 0.39 1.20 HEADER_COUNT_CTYPE - 0.010 0.0140 0.0008 0.948 0.39 0.91 PORN_16 - 0.040 0.0533 0.0142 0.789 0.39 0.00 LINK_TO_NO_SCHEME - 0.009 0.0130 0.0000 1.000 0.39 0.00 RATWARE_JPFREE - 0.008 0.0126 0.0000 1.000 0.39 0.00 NONEXISTENT_CHARSET - 0.009 0.0132 0.0004 0.972 0.39 0.00 PAY_SITE - 0.032 0.0432 0.0115 0.789 0.39 0.01 INVALID_DATE_TZ_ABSURD - 0.206 0.2846 0.0515 0.847 0.39 1.06 DEAR_SOMETHING - 0.008 0.0122 0.0000 1.000 0.39 0.00 HELO_DYNAMIC_TELIA - 0.018 0.0239 0.0058 0.805 0.39 1.41 FAKE_HELO_LYCOS - 1.768 2.5247 0.2953 0.895 0.39 0.17 HTML_WEB_BUGS - 0.054 0.0717 0.0208 0.775 0.39 0.57 BEST_PORN - 15.963 23.7695 0.7556 0.969 0.39 0.64 RCVD_NUMERIC_HELO - 0.007 0.0109 0.0000 1.000 0.39 0.00 CABLE_CONVERTER - 0.017 0.0223 0.0058 0.795 0.39 0.00 SUBJ_2_CREDIT - 0.333 0.4635 0.0781 0.856 0.39 0.00 HTTP_EXCESSIVE_ESCAPES - 0.010 0.0136 0.0019 0.876 0.38 1.00 MULTI_REMOVAL_1WORD - 0.010 0.0136 0.0019 0.876 0.38 1.17 FAKE_HELO_YAHOO_CA - 0.075 0.1005 0.0250 0.801 0.38 0.00 ENTITY_DEC_SPACE - 0.008 0.0118 0.0008 0.939 0.38 0.00 NO_CATCH - 1.029 1.4495 0.2096 0.874 0.38 0.12 X_PRIORITY_HIGH - 0.097 0.1313 0.0292 0.818 0.38 0.00 MIME_BASE64_LATIN - 0.006 0.0095 0.0000 1.000 0.38 0.00 JAPANESE_UCE_SUBJECT - 0.006 0.0095 0.0000 1.000 0.38 0.00 FORGED_GW05_RCVD - 7.446 10.9778 0.5661 0.951 0.38 0.35 HTML_90_100 - 0.013 0.0180 0.0046 0.796 0.38 0.49 FREE_MEMBERSHIP - 0.007 0.0101 0.0004 0.963 0.38 0.00 NONSECURED_CREDIT - 0.012 0.0160 0.0038 0.806 0.38 0.68 PORN_CELEBRITY - 0.458 0.6362 0.1111 0.851 0.38 0.00 HTML_FONT_FACE_BAD - 0.658 0.9187 0.1504 0.859 0.38 0.00 MIME_QP_EXCESSIVE - 0.008 0.0120 0.0015 0.887 0.38 0.00 EARNINGS - 0.006 0.0091 0.0000 1.000 0.38 0.00 JODY - 0.006 0.0095 0.0004 0.961 0.38 0.00 FREE_GRANT - 0.006 0.0089 0.0000 1.000 0.38 0.00 INVALUABLE_MARKETING - 0.006 0.0089 0.0000 1.000 0.38 0.00 MDAEMON_2_7_4 - 0.006 0.0089 0.0000 1.000 0.38 0.00 FORGED_MUA_APPLEMAIL - 0.006 0.0093 0.0004 0.960 0.38 0.00 OUR_AFFILIATE_PARTNERS - 1.786 2.5284 0.3403 0.881 0.38 0.02 HTML_TITLE_EMPTY - 0.020 0.0257 0.0085 0.752 0.38 0.77 CELL_PHONE_IMPROVE - 0.616 0.8553 0.1496 0.851 0.38 0.06 ORDER_NOW - 0.006 0.0087 0.0000 1.000 0.38 0.00 FORGED_AOL_RCVD - 0.006 0.0087 0.0000 1.000 0.38 0.00 USERNAME_IN_SUBJECT - 0.006 0.0087 0.0000 1.000 0.38 0.00 COPY_ACCURATELY - 0.012 0.0162 0.0046 0.778 0.38 0.00 BARELY_LEGAL - 0.012 0.0162 0.0046 0.778 0.38 1.36 EARN_PER_WEEK - 0.295 0.4094 0.0719 0.851 0.38 0.00 REMOVE_FROM_LIST - 0.006 0.0085 0.0000 1.000 0.38 0.00 ORDER_REPORT - 0.006 0.0085 0.0000 1.000 0.38 0.00 TO_RECIP_MARKER - 0.031 0.0401 0.0135 0.749 0.38 0.00 ALL_CAPS_GUAR - 5.831 8.5548 0.5245 0.942 0.37 0.07 MISSING_MIMEOLE - 0.005 0.0081 0.0000 1.000 0.37 0.00 FORGED_MX_HOTMAIL - 0.014 0.0186 0.0062 0.751 0.37 0.36 ACCEPT_CREDIT_CARDS - 0.723 1.0067 0.1707 0.855 0.37 0.14 CLICK_BELOW_CAPS - 0.306 0.4197 0.0838 0.833 0.37 0.00 ENTITY_DEC_OTHER - 0.005 0.0079 0.0000 1.000 0.37 0.00 FORGED_JUNO_FROM - 4.923 7.2088 0.4688 0.939 0.37 0.26 HTML_TEXT_AFTER_BODY - 0.005 0.0077 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA - 1.353 1.9112 0.2661 0.878 0.37 0.00 SAVE_MONEY - 0.008 0.0105 0.0023 0.819 0.37 0.00 LONG_DISTANCE - 0.005 0.0071 0.0000 1.000 0.37 0.00 PORN_URL_PANT - 1.172 1.6498 0.2400 0.873 0.37 0.00 HTML_IMAGE_RATIO_08 - 0.114 0.1520 0.0392 0.795 0.37 1.22 FROM_STARTS_WITH_NUMS - 14.448 21.3846 0.9341 0.958 0.37 0.00 RCVD_BY_IP - 0.004 0.0065 0.0000 1.000 0.37 0.00 NO_GIMMICK - 0.006 0.0083 0.0012 0.878 0.37 0.00 NIGERIAN_SUBJECT1 - 0.007 0.0099 0.0023 0.811 0.37 0.00 BILL_SECTION - 0.009 0.0120 0.0035 0.777 0.37 0.00 APPLY_ONLINE - 2.088 2.9739 0.3634 0.891 0.37 0.04 MSGID_FROM_MTA_HEADER - 0.010 0.0124 0.0038 0.764 0.37 0.00 TARGETED - 0.010 0.0130 0.0042 0.755 0.37 0.43 INITIAL_INVEST - 0.006 0.0081 0.0012 0.875 0.37 0.00 SERIOUS_ONLY - 0.414 0.5675 0.1157 0.831 0.36 0.33 US_DOLLARS_3 - 0.004 0.0065 0.0004 0.944 0.36 0.00 CANNOT_BE_SPAM - 0.005 0.0071 0.0008 0.902 0.36 0.00 LESBIAN - 0.004 0.0053 0.0000 1.000 0.36 0.00 BTAMAIL_URL - 41.977 62.6338 1.7358 0.973 0.36 1.20 MIME_HTML_ONLY - 0.004 0.0063 0.0004 0.943 0.36 0.00 GET_STARTED_NOW - 0.004 0.0063 0.0004 0.943 0.36 0.00 MEGA_SITE - 0.003 0.0051 0.0000 1.000 0.36 0.00 MSGID_3_DOLLARS - 0.003 0.0051 0.0000 1.000 0.36 0.00 TO_TXT - 0.003 0.0051 0.0000 1.000 0.36 0.00 NIGERIAN_SCAM_VIRTUE - 0.003 0.0051 0.0000 1.000 0.36 0.00 RATWARE_VC_IPA - 0.006 0.0079 0.0015 0.837 0.36 0.00 FREE_PASSWORD - 0.346 0.4759 0.0927 0.837 0.36 0.00 EXTRA_MPART_TYPE - 0.003 0.0047 0.0000 1.000 0.36 0.00 NIGERIAN_SUBJECT6 - 0.003 0.0047 0.0000 1.000 0.36 0.00 X_PMFLAGS_PRESENT - 18.514 27.4503 1.1048 0.961 0.36 0.00 MIME_HTML_NO_CHARSET - 0.008 0.0103 0.0035 0.748 0.36 0.00 HTML_ALL_CAPS - 0.012 0.0154 0.0065 0.702 0.36 0.00 NO_DISAPPOINTMENT - 0.019 0.0233 0.0100 0.700 0.36 0.09 MILLION_EMAIL - 0.005 0.0075 0.0015 0.830 0.36 0.00 SEX_FEST - 1.717 2.4200 0.3472 0.875 0.36 0.01 INVALID_DATE - 0.301 0.4096 0.0888 0.822 0.36 0.00 SAVE_UP_TO - 12.367 18.2269 0.9506 0.950 0.36 0.00 HTML_FONT_BIG - 0.003 0.0047 0.0004 0.925 0.36 0.00 X_PRI_MISMATCH_HI - 0.067 0.0874 0.0277 0.760 0.36 0.04 DO_IT_TODAY - 0.003 0.0041 0.0000 1.000 0.36 0.00 FAKE_HELO_MAILCITY - 0.002 0.0036 0.0000 1.000 0.36 0.00 MSGID_THREESIXSIX - 0.002 0.0036 0.0000 1.000 0.36 0.00 SAFEGUARD_NOTICE - 0.002 0.0036 0.0000 1.000 0.36 0.00 RECEIVED_IDENT_SQUID - 0.004 0.0053 0.0012 0.822 0.36 0.00 LYING_EYES - 0.280 0.3780 0.0877 0.812 0.36 0.00 MISSING_DATE - 0.026 0.0328 0.0142 0.697 0.36 0.00 HTML_SHOUTING6 - 0.002 0.0034 0.0000 1.000 0.36 0.00 INTL_DRIVERS_LICENSE - 0.272 0.3689 0.0842 0.814 0.36 0.51 DATE_IN_PAST_96_XX - 0.003 0.0038 0.0004 0.907 0.36 0.00 YAHOO_SRD_REDIR - 0.200 0.2696 0.0650 0.806 0.35 0.00 HTML_EVENT_UNSAFE - 0.015 0.0184 0.0088 0.675 0.35 1.28 CELL_PHONE_FREE - 0.016 0.0188 0.0092 0.670 0.35 1.27 REPLY_TO_EMPTY - 0.002 0.0030 0.0000 1.000 0.35 0.00 BZ_TLD - 0.010 0.0122 0.0058 0.680 0.35 0.00 FIND_ANYTHING - 0.002 0.0034 0.0004 0.897 0.35 0.00 NOT_ML_MARKETING - 0.003 0.0038 0.0008 0.830 0.35 0.00 INCOME - 0.002 0.0028 0.0000 1.000 0.35 0.00 STOP_SNORING - 0.108 0.1425 0.0408 0.778 0.35 0.07 ADDR_NUMS_AT_BIGSITE - 0.002 0.0026 0.0000 1.000 0.35 0.00 LOTS_OF_CC_LINES - 0.002 0.0026 0.0000 1.000 0.35 0.00 OUR_STRICT_ANTI - 1.913 2.6950 0.3903 0.873 0.35 0.00 HTML_NONELEMENT_00_10 - 0.002 0.0024 0.0000 1.000 0.35 0.00 USE_IDENTITY - 0.002 0.0024 0.0000 1.000 0.35 0.00 FAKE_HELO_CARAMAIL - 0.001 0.0022 0.0000 1.000 0.35 0.00 WALAA - 0.002 0.0026 0.0004 0.870 0.35 0.00 FORGED_MUA_MSN - 0.002 0.0026 0.0004 0.870 0.35 0.00 FORGED_YAHOO_RCVD_SMTP - 0.011 0.0134 0.0073 0.648 0.35 1.28 START_NOW_CAPS - 0.005 0.0067 0.0031 0.686 0.35 0.00 HTML_SHOUTING8 - 0.001 0.0018 0.0000 1.000 0.35 0.00 READ_TO_END - 0.002 0.0032 0.0012 0.732 0.35 0.00 THIS_IS_AN_AD - 0.009 0.0109 0.0062 0.638 0.35 0.00 AOL_USERS_LINK - 0.001 0.0020 0.0004 0.837 0.35 0.00 RATWARE_IMKTG - 0.223 0.3010 0.0719 0.807 0.35 0.01 SUBJ_FREE_CAP - 0.001 0.0014 0.0000 1.000 0.35 0.00 TO_INVESTORS - 0.001 0.0014 0.0000 1.000 0.35 0.00 RATWARE_SCREWUP_1 - 0.001 0.0014 0.0000 1.000 0.35 0.00 HELO_DYNAMIC_TDS - 0.001 0.0014 0.0000 1.000 0.35 0.00 BUY_JUDGEMENTS - 0.001 0.0014 0.0000 1.000 0.35 0.00 NOT_INTENDED - 0.001 0.0014 0.0000 1.000 0.35 0.00 FURTHER_TRANSMISSIONS - 0.106 0.1386 0.0419 0.768 0.34 0.54 DEAR_FRIEND - 0.002 0.0022 0.0008 0.738 0.34 0.00 FREE_INVESTMENT - 0.001 0.0012 0.0000 1.000 0.34 0.00 APPLY_FREE - 0.001 0.0012 0.0000 1.000 0.34 0.00 FRIEND_PUBLIC - 0.001 0.0012 0.0000 1.000 0.34 0.00 HIDDEN_ASSETS - 0.001 0.0012 0.0000 1.000 0.34 0.00 BTAMAIL_HEADER - 0.001 0.0012 0.0000 1.000 0.34 0.00 MORTGAGE_LINKS - 0.001 0.0012 0.0000 1.000 0.34 0.00 X_ENC_PRESENT - 0.001 0.0012 0.0000 1.000 0.34 0.00 RATWARE_EVAMAIL - 0.002 0.0026 0.0012 0.690 0.34 0.00 SUBJ_DOUBLE_YOUR - 0.002 0.0026 0.0012 0.690 0.34 0.00 FREE_INSTALL - 0.009 0.0101 0.0062 0.621 0.34 0.00 UP_TO_OR_MORES - 52.629 75.7200 7.6463 0.908 0.34 0.00 HTML_MESSAGE - 0.004 0.0051 0.0031 0.625 0.34 0.00 NO_INVENTORY - 0.001 0.0010 0.0000 1.000 0.34 0.00 CHANGE_TERMS - 0.001 0.0010 0.0000 1.000 0.34 0.00 CREDITORS_CALLING - 0.001 0.0010 0.0000 1.000 0.34 0.00 RECEIVED_CACHEFLOW - 0.001 0.0008 0.0000 1.000 0.34 0.00 MORTGAGE_WAITING - 0.001 0.0008 0.0000 1.000 0.34 0.00 RATWARE_OE_PI - 0.001 0.0008 0.0000 1.000 0.34 0.00 MSGID_SPAM_1 - 0.001 0.0008 0.0000 1.000 0.34 0.00 WEALTH - 2.033 2.8640 0.4138 0.874 0.34 0.97 UNDISC_RECIPS - 0.715 0.9769 0.2061 0.826 0.34 0.00 HTML_IMAGE_RATIO_12 - 5.325 7.6796 0.7387 0.912 0.34 0.53 HTML_40_50 - 0.000 0.0006 0.0000 1.000 0.34 0.00 NO_SELLING - 0.000 0.0006 0.0000 1.000 0.34 0.00 MSGID_4NUMS_DOLLAR - 0.000 0.0006 0.0000 1.000 0.34 0.00 DIG_UP_INFO - 0.000 0.0006 0.0000 1.000 0.34 0.00 FORGED_RCVD_FROM_NUM - 0.046 0.0570 0.0254 0.692 0.34 0.05 ML_MARKETING - 0.000 0.0004 0.0000 1.000 0.34 0.00 FRIEND_AT_PUBLIC - 0.000 0.0004 0.0000 1.000 0.34 0.00 RATWARE_EMPTY_HELO - 0.000 0.0004 0.0000 1.000 0.34 0.00 RATWARE_MMAILER - 0.000 0.0004 0.0000 1.000 0.34 0.00 RUSSIAN_UCE_SUBJECT - 0.000 0.0002 0.0000 1.000 0.34 0.00 MSGID_SPAM_6LETTER - 0.000 0.0002 0.0000 1.000 0.34 0.00 HTTP_ENTITIES_HOST - 0.000 0.0002 0.0000 1.000 0.34 0.00 SUBJ_FREE_INSTANT - 0.000 0.0002 0.0000 1.000 0.34 0.00 MORTGAGE_NETWORK - 0.000 0.0002 0.0000 1.000 0.34 0.00 NEVER_ANOTHER - 0.000 0.0002 0.0000 1.000 0.34 0.00 VAR_REF_IN_RECEIVED - 0.000 0.0000 0.0000 0.500 0.34 0.00 - 0.000 0.0000 0.0000 0.500 0.34 0.00 DATE_YEAR_ZERO_FIRST - 0.000 0.0000 0.0000 0.500 0.34 2.50 HEAD_LONG - 0.000 0.0000 0.0000 0.500 0.34 0.00 SUBJ_HAS_TIME_ID - 0.000 0.0000 0.0000 0.500 0.34 0.00 ID_UNIQUE - 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_DIFFOND - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_LIST_UNSUBSCRIBE - 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_XMAILER - 0.000 0.0000 0.0000 0.500 0.34 0.00 TO_FILENAME - 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_BAD_REFS - 0.000 0.0000 0.0000 0.500 0.34 0.00 PRIORITY_MAIL - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_PRECEDENCE_REF - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAILER_GIBBERISH - 0.000 0.0000 0.0000 0.500 0.34 0.00 NO_MIDDLEMAN - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_BY_QVES_COM - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_6_CAPS_ESMTP_ID - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_SERV_HOST_PRESENT - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_STORMPOST_TO - 0.000 0.0000 0.0000 0.500 0.34 0.00 SUBJ_RIPPED - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAIL_ID_PRESENT - 0.001 0.0014 0.0012 0.545 0.34 0.00 DRUG_ED_HERBAL - 0.003 0.0028 0.0023 0.545 0.34 0.00 BUGGY_CGI - 0.000 0.0004 0.0004 0.507 0.34 0.00 EXCUSE_22 - 0.525 0.7098 0.1638 0.812 0.34 0.84 LOTS_OF_STUFF - 5.719 8.2157 0.8548 0.906 0.34 1.05 HTML_50_60 - 0.000 0.0002 0.0004 0.339 0.34 0.00 EXCUSE_21 - 0.003 0.0030 0.0027 0.524 0.34 0.00 NO_INVESTMENT - 0.250 0.3326 0.0904 0.786 0.33 0.04 RISK_FREE - 0.001 0.0012 0.0015 0.435 0.33 0.00 ONCE_IN_LIFETIME - 0.000 0.0002 0.0008 0.204 0.33 0.00 SUBJ_NOW_ONLY - 0.002 0.0020 0.0023 0.461 0.33 0.00 IDENT_NOBODY - 0.338 0.4522 0.1165 0.795 0.33 0.00 LIMITED_TIME_ONLY - 1.138 1.5472 0.3411 0.819 0.33 0.30 DATE_IN_PAST_06_12 - 0.166 0.2181 0.0654 0.769 0.33 0.00 SAVINGS - 0.002 0.0016 0.0023 0.406 0.33 0.00 NEW_CUSTOMER - 0.040 0.0488 0.0242 0.668 0.33 0.87 SUBJ_YOUR_OWN - 0.024 0.0282 0.0169 0.625 0.33 0.67 YOUR_INCOME - 4.371 6.3067 0.6007 0.913 0.33 0.00 HTML_BADTAG_00_10 - 0.003 0.0026 0.0035 0.426 0.33 0.00 FROM_HAS_MIXED_NUMS2 - 0.910 1.2290 0.2888 0.810 0.33 0.00 HTML_BACKHAIR_1 - 0.688 0.9321 0.2127 0.814 0.33 0.07 MANY_EXCLAMATIONS - 4.073 5.8717 0.5703 0.911 0.33 0.88 HTML_30_40 - 0.030 0.0353 0.0208 0.630 0.33 0.15 EXCUSE_12 - 0.008 0.0089 0.0077 0.536 0.33 0.00 MIME_BOUND_DIGITS_7 - 0.005 0.0043 0.0050 0.465 0.33 0.00 MIME_BOUND_MA - 0.255 0.3381 0.0923 0.786 0.33 0.18 FROM_WEBMAIL_END_NUMS6 - 0.194 0.2548 0.0765 0.769 0.33 0.35 UPPERCASE_50_75 - 6.861 9.7139 1.3025 0.882 0.32 0.15 HTML_70_80 - 8.149 11.4159 1.7835 0.865 0.32 0.03 HTML_80_90 - 0.087 0.1099 0.0419 0.724 0.32 0.09 COMPLETELY_FREE - 0.032 0.0375 0.0223 0.627 0.32 0.00 FREE_ACCESS - 3.595 5.1194 0.6264 0.891 0.32 0.00 MISSING_OUTLOOK_NAME - 0.005 0.0045 0.0065 0.410 0.32 0.00 BANG_BOSS - 0.334 0.4398 0.1277 0.775 0.32 0.91 NO_OBLIGATION - 0.014 0.0146 0.0135 0.520 0.31 0.00 NO_QS_ASKED - 0.001 0.0002 0.0038 0.049 0.31 0.00 MIME_BOUND_HEX_24 - 0.615 0.8198 0.2153 0.792 0.31 0.76 SUBJ_ALL_CAPS - 0.023 0.0253 0.0188 0.573 0.31 0.00 CONGRATULATIONS - 2.755 3.8760 0.5699 0.872 0.31 1.01 HTML_TAG_EXIST_TBODY - 5.177 7.3012 1.0383 0.875 0.31 0.52 HTML_60_70 - 0.002 0.0008 0.0058 0.120 0.31 0.00 WE_HATE_SPAM2 - 4.313 6.0566 0.9175 0.868 0.30 0.00 MIME_QP_LONG_LINE - 5.542 7.5931 1.5455 0.831 0.30 0.04 HTML_LINK_CLICK_HERE - 0.611 0.8066 0.2303 0.778 0.30 0.20 PLING_QUERY - 18.749 13.3679 29.2310 0.314 0.30 0.00 FORGED_RCVD_HELO - 0.195 0.2477 0.0919 0.729 0.30 0.00 HTML_FONT_FACE_CAPS - 0.835 1.0878 0.3438 0.760 0.29 1.04 DATE_IN_FUTURE_06_12 - 0.112 0.1384 0.0608 0.695 0.29 0.00 ALL_CAP_FOR_ADULTS - 0.136 0.1698 0.0711 0.705 0.29 0.00 EXCUSE_15 - 5.812 7.5973 2.3338 0.765 0.29 0.00 LINES_OF_YELLING - 0.060 0.0681 0.0431 0.613 0.29 0.04 EXCUSE_11 - 6.631 8.1287 3.7140 0.686 0.29 0.03 CLICK_BELOW - 0.864 1.1226 0.3592 0.758 0.28 0.00 HTTP_WITH_EMAIL_IN_URL - 0.095 0.1139 0.0596 0.656 0.28 0.07 OPTING_OUT_CAPS - 0.014 0.0116 0.0181 0.392 0.27 0.00 DIRECT_EMAIL - 0.009 0.0061 0.0146 0.295 0.27 0.00 FROM_AND_TO_SAME - 1.507 2.0274 0.4945 0.804 0.27 0.03 DATE_IN_PAST_03_06 - 0.051 0.0553 0.0419 0.569 0.27 0.85 FULL_REFUND - 0.208 0.2515 0.1223 0.673 0.27 0.00 EARN_MONEY - 0.055 0.0596 0.0458 0.566 0.27 0.14 YOU_WON - 0.221 0.2657 0.1338 0.665 0.27 0.00 EXCUSE_7 - 0.044 0.0466 0.0385 0.548 0.26 0.00 HTML_TITLE_EXTRA - 0.453 0.5679 0.2288 0.713 0.26 0.00 HTML_IMAGE_RATIO_10 - 0.017 0.0138 0.0235 0.371 0.26 0.00 X_ESMTP - 0.075 0.0839 0.0573 0.594 0.26 0.06 EXCUSE_19 - 2.371 3.0531 1.0410 0.746 0.25 0.00 URI_REDIRECTOR - 0.433 0.5336 0.2384 0.691 0.25 0.05 FREE_TRIAL - 0.140 0.1648 0.0931 0.639 0.25 0.00 WHILE_SUPPLIES - 7.080 5.8361 9.5033 0.380 0.25 0.12 NO_REAL_NAME - 1.629 2.0934 0.7233 0.743 0.25 0.03 UPPERCASE_25_50 - 0.637 0.7803 0.3565 0.686 0.25 0.00 HTML_JAVASCRIPT - 0.334 0.4074 0.1904 0.682 0.24 0.08 NO_COST - 0.541 0.6502 0.3276 0.665 0.24 0.00 HTML_EVENT - 3.729 3.7686 3.6517 0.508 0.24 0.18 FROM_ENDS_IN_NUMS - 1.464 1.8233 0.7637 0.705 0.23 0.00 LINES_OF_YELLING_2 - 0.086 0.0892 0.0796 0.528 0.22 0.00 WORK_AT_HOME - 0.333 0.3891 0.2242 0.634 0.22 0.00 WEIRD_PORT - 0.100 0.1046 0.0908 0.535 0.21 0.00 CASHCASHCASH - 0.503 0.5809 0.3511 0.623 0.21 0.05 PLING_PLING - 0.204 0.2189 0.1757 0.555 0.20 0.00 HTML_IMAGE_RATIO_14 - 0.448 0.4986 0.3480 0.589 0.20 0.00 LINES_OF_YELLING_3 - 0.593 0.6832 0.4172 0.621 0.19 0.00 US_DOLLARS_2 - 0.051 0.0452 0.0623 0.420 0.19 0.00 NO_PURCHASE - 0.011 0.0030 0.0277 0.097 0.19 0.00 MIME_BOUND_DASH_DIGIT - 1.214 1.3415 0.9644 0.582 0.19 0.00 MAILTO_WITH_SUBJ - 0.444 0.4860 0.3611 0.574 0.18 0.37 DATE_IN_PAST_12_24 - 0.563 0.6259 0.4403 0.587 0.17 0.11 FROM_HAS_MIXED_NUMS - 0.462 0.4951 0.3972 0.555 0.17 0.00 MISSING_HEADERS - 0.026 0.0132 0.0519 0.203 0.14 0.00 NO_EXPERIENCE - 0.026 0.0122 0.0531 0.187 0.13 0.00 JAVASCRIPT_URI - 0.338 0.3196 0.3726 0.462 0.13 0.00 FOR_FREE - 0.167 0.1453 0.2088 0.410 0.13 0.16 OPTING_OUT - 0.188 0.1504 0.2600 0.367 0.11 0.00 DATE_IN_PAST_24_48 - 0.048 0.0253 0.0911 0.217 0.10 0.03 MIME_QP_DEFICIENT - 0.635 0.5545 0.7929 0.412 0.10 0.00 TO_ADDRESS_EQ_REAL - 1.121 0.6964 1.9473 0.263 0.09 0.00 MAILTO_TO_SPAM_ADDR - 0.617 0.5047 0.8360 0.376 0.09 0.00 EXCUSE_1 - 0.239 0.1786 0.3576 0.333 0.08 0.00 BANG_MONEY - 0.171 0.1242 0.2623 0.321 0.08 0.00 FROM_HAS_ULINE_NUMS - 0.077 0.0385 0.1527 0.201 0.06 0.03 DATE_IN_PAST_48_96 - 0.305 0.2219 0.4680 0.322 0.05 0.00 NO_FEE - 0.186 0.0981 0.3576 0.215 0.02 0.00 BAYES_50 - 0.072 0.0197 0.1742 0.102 0.00 0.00 MIME_QP_NO_CHARSET - 0.220 0.1174 0.4211 0.218 0.00 0.00 TO_EMPTY - 0.038 0.0014 0.1084 0.013 0.00 0.00 MIME_BOUND_DIGITS_4 + 176464 123466 52998 0.700 0.00 0.00 (all messages) +100.000 69.9667 30.0333 0.700 0.00 0.00 (all messages as %) + 10.599 15.1491 0.0000 1.000 0.99 3.60 MIME_BOUND_DD_DIGITS + 13.806 19.7285 0.0075 1.000 0.98 3.20 RCVD_HELO_IP_MISMATCH + 7.894 11.2825 0.0000 1.000 0.98 3.36 SUBJ_ILLEGAL_CHARS + 7.106 10.1558 0.0019 1.000 0.97 3.36 HELO_DYNAMIC_IPADDR + 5.540 7.9180 0.0000 1.000 0.96 3.52 MSGID_SPAM_CAPS + 5.735 8.1966 0.0019 1.000 0.96 3.25 FORGED_OUTLOOK_HTML + 6.549 9.3589 0.0038 1.000 0.96 2.33 HTML_SHORT_LINK_IMG_1 + 5.015 7.1680 0.0000 1.000 0.96 3.51 RCVD_DOUBLE_IP_SPAM + 4.671 6.6755 0.0000 1.000 0.95 3.52 X_MESSAGE_INFO + 60.676 86.7089 0.0302 1.000 0.94 0.00 BAYES_99 + 4.343 6.2058 0.0038 0.999 0.93 3.36 FORGED_MUA_OUTLOOK + 4.581 6.5435 0.0094 0.999 0.92 2.13 REPTO_QUOTE_YAHOO + 4.394 6.2762 0.0075 0.999 0.92 2.58 HTML_IMAGE_ONLY_08 + 3.645 5.2087 0.0019 1.000 0.92 1.83 DRUGS_ERECTILE_OBFU + 4.231 6.0446 0.0057 0.999 0.92 2.79 MSGID_RANDY + 3.383 4.8353 0.0000 1.000 0.92 3.04 FORGED_OUTLOOK_TAGS + 4.129 5.8988 0.0057 0.999 0.91 3.12 LONGWORDS + 3.122 4.4620 0.0000 1.000 0.91 3.36 MIME_BAD_ISO_CHARSET + 3.033 4.3356 0.0000 1.000 0.91 3.28 HELO_DYNAMIC_DHCP + 2.773 3.9630 0.0000 1.000 0.90 1.86 DATE_SPAMWARE_Y2K + 2.909 4.1566 0.0019 1.000 0.90 3.28 HELO_DYNAMIC_IPADDR2 + 2.705 3.8658 0.0000 1.000 0.90 3.28 HELO_DYNAMIC_HCC + 2.675 3.8229 0.0000 1.000 0.90 3.28 RATWARE_ZERO_TZ + 2.610 3.7306 0.0000 1.000 0.90 3.28 RATWARE_NAME_ID + 4.502 6.4261 0.0189 0.997 0.89 3.12 RATWARE_OUTLOOK_NONAME + 2.494 3.5645 0.0000 1.000 0.89 3.28 URI_NO_WWW_INFO_CGI + 2.489 3.5573 0.0000 1.000 0.89 3.12 REMOVE_BEFORE_LINK + 2.448 3.4989 0.0000 1.000 0.89 3.20 NO_PRESCRIPTION + 2.340 3.3451 0.0000 1.000 0.88 2.47 MSGID_YAHOO_CAPS + 2.312 3.3046 0.0000 1.000 0.88 3.28 FROM_ILLEGAL_CHARS + 2.091 2.9887 0.0000 1.000 0.87 3.20 MSGID_DOLLARS_RANDOM + 2.582 3.6877 0.0075 0.998 0.87 1.84 DRUGS_ANXIETY + 3.640 5.1941 0.0189 0.996 0.87 2.29 HTML_IMAGE_ONLY_12 + 2.683 3.8302 0.0113 0.997 0.87 3.12 MSGID_DOLLARS + 2.045 2.9215 0.0019 0.999 0.86 2.61 HTML_TINY_FONT + 1.996 2.8526 0.0000 1.000 0.86 3.20 HEADER_SPAM + 2.009 2.8712 0.0019 0.999 0.86 0.66 DRUGS_ANXIETY_EREC + 2.091 2.9862 0.0057 0.998 0.86 2.96 INVESTMENT_ADVICE + 5.611 8.0022 0.0396 0.995 0.86 2.48 FROM_LOCAL_NOVOWEL + 2.017 2.8818 0.0038 0.999 0.86 1.74 FUZZY_VLIUM + 4.575 6.5241 0.0340 0.995 0.85 2.42 RATWARE_MS_HASH + 1.982 2.8324 0.0019 0.999 0.85 2.15 FUZZY_VPILL + 1.769 2.5278 0.0000 1.000 0.85 3.20 FORGED_MSGID_YAHOO + 3.204 4.5681 0.0264 0.994 0.84 2.30 HTML_SHORT_LINK_IMG_2 + 1.943 2.7740 0.0057 0.998 0.84 1.85 FUZZY_CPILL + 1.777 2.5375 0.0038 0.999 0.84 1.15 INTERRUPTUS + 4.016 5.7247 0.0340 0.994 0.83 2.05 MIME_BASE64_TEXT + 2.724 3.8829 0.0245 0.994 0.83 1.33 HTTP_EXCESSIVE_ESCAPES + 1.764 2.5189 0.0038 0.999 0.83 0.54 HTML_BACKHAIR_8 + 1.659 2.3683 0.0057 0.998 0.82 1.54 DRUGS_DIET + 1.446 2.0670 0.0000 1.000 0.82 2.66 FUZZY_VICODIN + 1.794 2.5594 0.0113 0.996 0.82 0.00 BAYES_95 + 1.437 2.0540 0.0000 1.000 0.82 0.13 DRUGS_ANXIETY_OBFU + 2.191 3.1215 0.0226 0.993 0.81 2.07 UNIQUE_WORDS + 1.979 2.8202 0.0189 0.993 0.81 0.00 BAYES_80 + 1.492 2.1293 0.0075 0.996 0.81 2.88 FUZZY_XPILL + 7.986 11.3853 0.0660 0.994 0.80 2.16 DRUGS_ERECTILE + 1.632 2.3270 0.0132 0.994 0.80 2.88 MSGID_MULTIPLE_AT + 1.185 1.6936 0.0000 1.000 0.80 3.02 ADVANCE_FEE_4 + 1.142 1.6328 0.0000 1.000 0.79 2.96 DRUGS_PAIN_OBFU + 1.142 1.6320 0.0000 1.000 0.79 0.04 DRUGS_MANYKINDS + 1.932 2.7514 0.0226 0.992 0.79 2.32 DATE_IN_FUTURE_12_24 + 1.170 1.6709 0.0019 0.999 0.79 2.88 SUBJECT_DRUG_GAP_C + 1.361 1.9422 0.0075 0.996 0.79 2.87 ADVANCE_FEE_3 + 1.168 1.6677 0.0038 0.998 0.79 2.80 X_IP + 2.447 3.4811 0.0377 0.989 0.78 0.67 HTML_IMAGE_ONLY_16 + 2.429 3.4560 0.0377 0.989 0.78 0.16 RCVD_DOUBLE_IP_LOOSE + 1.240 1.7689 0.0094 0.995 0.78 2.80 SORTED_RECIPS + 1.043 1.4895 0.0019 0.999 0.78 2.96 FUZZY_MORTGAGE + 1.010 1.4433 0.0019 0.999 0.77 1.65 HEAD_ILLEGAL_CHARS + 0.979 1.3988 0.0000 1.000 0.77 2.82 HTML_IMAGE_ONLY_04 + 0.987 1.4093 0.0019 0.999 0.77 2.88 HTML_EXTRA_CLOSE + 0.953 1.3615 0.0000 1.000 0.77 2.88 FUZZY_GUARANTEE + 2.584 3.6731 0.0453 0.988 0.77 0.01 HTML_FONT_TINY + 0.993 1.4182 0.0038 0.997 0.77 2.81 SUBJECT_FUZZY_MEDS + 0.974 1.3899 0.0038 0.997 0.76 2.88 PERCENT_RANDOM + 0.907 1.2967 0.0000 1.000 0.76 2.88 FUZZY_PRESCRIPT + 2.245 3.1904 0.0434 0.987 0.76 0.91 HTML_SHORT_LINK_IMG_3 + 0.900 1.2862 0.0000 1.000 0.76 2.88 RATWARE_EFROM + 3.437 4.8872 0.0585 0.988 0.76 1.89 URI_NOVOWEL + 0.891 1.2732 0.0000 1.000 0.76 2.88 RATWARE_RCVD_AT + 0.920 1.3137 0.0038 0.997 0.76 0.31 DRUGS_SLEEP + 1.791 2.5448 0.0359 0.986 0.75 0.78 SUBJECT_EXCESS_BASE64 + 0.901 1.2862 0.0038 0.997 0.75 2.88 FORGED_MUA_AOL_FROM + 0.881 1.2578 0.0019 0.999 0.75 2.88 HELO_DYNAMIC_SPLIT_IP + 1.220 1.7357 0.0189 0.989 0.75 1.33 HTML_FONT_LOW_CONTRAST + 1.101 1.5672 0.0151 0.990 0.75 0.54 DRUGS_MUSCLE + 0.876 1.2505 0.0019 0.998 0.75 2.72 ONLINE_PHARMACY + 0.842 1.2028 0.0000 1.000 0.75 2.24 HTTP_77 + 0.836 1.1955 0.0000 1.000 0.74 2.44 DRUGS_SLEEP_EREC + 0.878 1.2538 0.0038 0.997 0.74 0.00 REPTO_QUOTE_AOL + 0.847 1.2100 0.0019 0.998 0.74 2.88 FUZZY_MILLION + 2.604 3.6974 0.0566 0.985 0.74 0.01 HTTP_ESCAPED_HOST + 0.900 1.2829 0.0075 0.994 0.74 1.94 HTML_OBFUSCATE_10_20 + 0.788 1.1266 0.0000 1.000 0.74 2.80 FUZZY_PLEASE + 1.008 1.4336 0.0151 0.990 0.74 1.16 FRONTPAGE + 1.546 2.1957 0.0340 0.985 0.74 0.00 BAYES_60 + 0.786 1.1234 0.0000 1.000 0.74 2.88 RATWARE_RCVD_PF + 1.580 2.2435 0.0359 0.984 0.73 2.16 PRIORITY_NO_NAME + 0.789 1.1266 0.0019 0.998 0.73 2.42 DAV_NON_HOTMAIL + 0.864 1.2319 0.0075 0.994 0.73 2.53 FUZZY_REFINANCE + 0.780 1.1145 0.0019 0.998 0.73 1.55 HTML_TITLE_SUBJ_DIFF + 1.638 2.3245 0.0396 0.983 0.73 2.06 DATE_IN_FUTURE_03_06 + 1.607 2.2800 0.0396 0.983 0.73 1.70 MIME_HTML_MOSTLY + 28.687 0.0551 95.3904 0.001 0.72 0.00 BAYES_00 + 0.732 1.0456 0.0000 1.000 0.72 2.80 HELO_DYNAMIC_COMCAST + 0.725 1.0367 0.0000 1.000 0.72 2.80 REPTO_QUOTE_MSN + 0.726 1.0359 0.0038 0.996 0.71 2.40 MSGID_SPAM_LETTERS + 2.023 2.8672 0.0566 0.981 0.71 1.11 HTML_IMAGE_ONLY_20 + 4.891 6.9469 0.1019 0.986 0.71 0.00 HTML_MIME_NO_HTML_TAG + 0.660 0.9436 0.0000 1.000 0.70 2.72 HTML_OBFUSCATE_20_30 + 0.813 1.1558 0.0151 0.987 0.70 2.16 RCVD_FAKE_HELO_DOTCOM + 0.695 0.9906 0.0057 0.994 0.70 2.40 FORGED_HOTMAIL_RCVD + 0.690 0.9833 0.0057 0.994 0.70 0.55 DRUG_ED_CAPS + 0.704 1.0035 0.0075 0.993 0.70 2.34 RUDE_HTML + 0.615 0.8788 0.0000 1.000 0.70 2.72 INVALID_TZ_EST + 0.610 0.8715 0.0000 1.000 0.69 2.72 FUZZY_MEDICATION + 0.776 1.1031 0.0151 0.987 0.69 1.84 X_MAILER_SPAM + 0.584 0.8350 0.0000 1.000 0.69 2.72 SUBJECT_DRUG_GAP_VIC + 0.687 0.9792 0.0075 0.992 0.69 2.48 BAD_ENC_HEADER + 2.068 2.9271 0.0679 0.977 0.69 1.65 FORGED_HOTMAIL_RCVD2 + 0.575 0.8213 0.0000 1.000 0.69 2.64 FUZZY_OBLIGATION + 0.684 0.9744 0.0075 0.992 0.69 2.72 FUZZY_ERECT + 0.767 1.0894 0.0170 0.985 0.69 1.65 MPART_ALT_DIFF_COUNT + 0.568 0.8116 0.0000 1.000 0.68 2.54 FUZZY_PRICES + 0.631 0.8998 0.0057 0.994 0.68 2.48 FORGED_MUA_IMS + 0.563 0.8043 0.0000 1.000 0.68 2.64 RATWARE_EGROUPS + 0.573 0.8180 0.0019 0.998 0.68 2.64 HTML_EHTML2 + 0.554 0.7913 0.0000 1.000 0.68 2.57 INVESTMENT_EXPERT + 0.617 0.8788 0.0057 0.994 0.68 2.56 URI_UNSUBSCRIBE + 0.799 1.1323 0.0226 0.980 0.68 1.76 SUBJ_HAS_SPACES + 0.625 0.8901 0.0075 0.992 0.68 2.09 IMPOTENCE + 0.553 0.7897 0.0019 0.998 0.67 2.36 MILLION_USD + 0.572 0.8148 0.0057 0.993 0.67 0.84 MONEY_BACK + 0.759 1.0764 0.0208 0.981 0.67 2.24 SUSPICIOUS_RECIPS + 1.246 1.7600 0.0491 0.973 0.67 0.00 HTML_TITLE_UNTITLED + 1.195 1.6871 0.0472 0.973 0.67 1.71 INVALID_MSGID + 0.524 0.7484 0.0000 1.000 0.67 2.56 FUZZY_PHARMACY + 0.515 0.7362 0.0000 1.000 0.66 2.26 SUBJECT_DRUG_GAP_X + 0.546 0.7784 0.0057 0.993 0.66 2.07 SUBJECT_FUZZY_VPILL + 0.513 0.7338 0.0000 1.000 0.66 2.56 FORGED_MSGID_HOTMAIL + 1.499 2.1164 0.0604 0.972 0.66 1.61 ADVANCE_FEE_2 + 1.848 2.6104 0.0717 0.973 0.66 1.73 MISSING_SUBJECT + 0.505 0.7225 0.0000 1.000 0.66 2.18 FORGED_IMS_HTML + 0.534 0.7605 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1.000 0.30 0.01 T_PP_PHISH + 0.001 0.0008 0.0000 1.000 0.30 0.00 RATWARE_HASH_DASH + 0.001 0.0008 0.0000 1.000 0.30 0.01 T_PH_REC + 13.053 16.4944 5.0360 0.766 0.30 0.28 RCVD_BY_IP + 0.029 0.0356 0.0151 0.702 0.30 0.45 REPLY_TO_EMPTY + 0.003 0.0032 0.0019 0.632 0.30 0.00 RATWARE_STORM_URI + 0.000 0.0000 0.0000 0.500 0.30 100.00 SUBJECT_IN_BLACKLIST + 0.000 0.0000 0.0000 0.500 0.30 -5.00 HASHCASH_HIGH + 0.000 0.0000 0.0000 0.500 0.30 0.00 MSGID_SPAM_99X9XX99 + 0.000 0.0000 0.0000 0.500 0.30 10.00 USER_IN_BLACKLIST_TO + 0.000 0.0000 0.0000 0.500 0.30 -3.00 HASHCASH_24 + 0.000 0.0000 0.0000 0.500 0.30 0.10 MICROSOFT_EXECUTABLE + 0.000 0.0000 0.0000 0.500 0.30 0.00 RESISTANCE_IS_FUTILE + 0.000 0.0000 0.0000 0.500 0.30 0.50 HTML_CHARSET_FARAWAY + 0.000 0.0000 0.0000 0.500 0.30 2.50 FRAGMENTED_MESSAGE + 0.000 0.0000 0.0000 0.500 0.30 -20.00 USER_IN_MORE_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.30 0.10 MIME_SUSPECT_NAME + 0.000 0.0000 0.0000 0.500 0.30 -4.00 HASHCASH_25 + 0.000 0.0000 0.0000 0.500 0.30 0.01 T_EB_PHISH + 0.000 0.0000 0.0000 0.500 0.30 -1.00 HASHCASH_22 + 0.000 0.0000 0.0000 0.500 0.30 -0.50 HASHCASH_20 + 0.000 0.0000 0.0000 0.500 0.30 1.00 AWL + 0.000 0.0000 0.0000 0.500 0.30 1000.00 GTUBE + 0.000 0.0000 0.0000 0.500 0.30 2.80 UNWANTED_LANGUAGE_BODY + 0.000 0.0000 0.0000 0.500 0.30 -0.70 HASHCASH_21 + 0.000 0.0000 0.0000 0.500 0.30 1.50 BODY_8BITS + 0.000 0.0000 0.0000 0.500 0.30 0.10 HASHCASH_2SPEND + 0.000 0.0000 0.0000 0.500 0.30 0.00 MSGID_FROM_MTA_HOTMAIL + 0.000 0.0000 0.0000 0.500 0.30 0.00 ACCESSDB + 0.000 0.0000 0.0000 0.500 0.30 -100.00 USER_IN_ALL_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.30 -2.00 HASHCASH_23 + 0.000 0.0000 0.0000 0.500 0.30 -100.00 SUBJECT_IN_WHITELIST + 0.002 0.0016 0.0019 0.462 0.29 0.00 FAKED_UNDISC_RECIPS + 0.035 0.0421 0.0189 0.691 0.29 0.05 MISSING_MIME_HB_SEP + 0.480 0.6180 0.1585 0.796 0.29 0.15 MORTGAGE_PITCH + 0.003 0.0016 0.0057 0.222 0.29 -0.00 NO_RECEIVED + 0.002 0.0016 0.0038 0.300 0.29 2.50 HIGH_CODEPAGE_URI + 7.021 8.7627 2.9643 0.747 0.29 0.00 HTML_80_90 + 1.382 1.7989 0.4113 0.814 0.28 0.00 URI_HEX + 4.853 6.2657 1.5604 0.801 0.28 0.00 HTML_70_80 + 23.396 19.2677 33.0126 0.369 0.28 0.00 FORGED_RCVD_HELO + 0.617 0.7897 0.2132 0.787 0.27 0.00 FROM_EXCESS_QP + 0.060 0.0697 0.0377 0.649 0.27 0.38 DATE_IN_PAST_48_96 + 0.114 0.1361 0.0623 0.686 0.26 0.00 FROM_NO_USER + 0.005 0.0000 0.0151 0.000 0.25 0.00 MIME_BOUND_DIGITS_7 + 3.499 4.4101 1.3755 0.762 0.25 0.00 BAYES_50 + 0.183 0.2211 0.0943 0.701 0.25 0.00 BANG_MORE + 1.209 1.5308 0.4585 0.770 0.25 0.08 MSGID_FROM_MTA_HEADER + 7.416 7.5130 7.1890 0.511 0.25 0.09 NO_REAL_NAME + 0.575 0.7273 0.2189 0.769 0.25 0.09 PLING_QUERY + 1.600 2.0240 0.6132 0.767 0.25 0.02 UPPERCASE_25_50 + 0.320 0.3920 0.1509 0.722 0.24 0.00 LOTS_OF_STUFF + 0.155 0.1839 0.0887 0.675 0.23 0.00 HTML_FONT_FACE_CAPS + 0.796 0.9784 0.3698 0.726 0.23 0.00 REMOVE_PAGE + 0.524 0.6504 0.2302 0.739 0.22 0.00 HTML_EVENT_UNSAFE + 0.830 1.0213 0.3849 0.726 0.22 0.00 LOW_PRICE + 1.933 2.2605 1.1699 0.659 0.20 0.31 MAILTO_TO_SPAM_ADDR + 0.214 0.0616 0.5679 0.098 0.19 0.00 BAYES_40 + 0.432 0.5095 0.2510 0.670 0.18 0.05 MISSING_HEADERS + 2.442 2.7376 1.7529 0.610 0.18 0.00 HTML_BADTAG_00_10 + 1.824 2.0427 1.3151 0.608 0.17 0.00 MIME_HEADER_CTYPE_ONLY + 0.385 0.4479 0.2396 0.651 0.17 0.00 WEIRD_PORT + 0.652 0.7613 0.3962 0.658 0.16 0.00 URI_DIGITS + 0.559 0.6439 0.3623 0.640 0.16 0.03 HTML_IMAGE_RATIO_06 + 0.064 0.0575 0.0792 0.421 0.16 0.00 BLANK_LINES_90_100 + 0.369 0.4066 0.2830 0.590 0.14 0.00 HTML_IMAGE_RATIO_08 + 1.307 1.3534 1.1982 0.530 0.13 0.00 HTML_NONELEMENT_00_10 + 0.764 0.8221 0.6302 0.566 0.11 0.00 HTML_NONELEMENT_10_20 + 1.169 0.9525 1.6718 0.363 0.03 0.00 URI_REDIRECTOR + 0.380 0.3345 0.4849 0.408 0.00 0.00 TO_ADDRESS_EQ_REAL Rule file versions for which these results apply: -(SpamAssassin Version string: 3.000000-pre4-cvs) +(SpamAssassin Version string: 3.001000-pre4-cvs) --rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf --rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf --rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf --rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf --rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf --rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf --rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf --rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf --rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf --rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf --rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf --rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf --rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf --rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf --rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf --rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf --rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf --rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf --rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf --rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf --rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf --rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf --rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf --rw-r--r-- 1 stern stern 33297 Aug 6 15:51 50_scores.cf --rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf --rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf --rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf --rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf --rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf +-rw-r--r-- 1 jm other 5479 Jul 29 00:06 10_misc.cf +-rw-r--r-- 1 jm other 8141 May 12 22:52 20_advance_fee.cf +-rw-r--r-- 1 jm other 1602 May 12 22:52 20_anti_ratware.cf +-rw-r--r-- 1 jm other 6719 May 12 22:52 20_body_tests.cf +-rw-r--r-- 1 jm other 1563 May 12 22:52 20_compensate.cf +-rw-r--r-- 1 jm other 14309 Aug 6 22:41 20_dnsbl_tests.cf +-rw-r--r-- 1 jm other 15665 May 12 22:52 20_drugs.cf +-rw-r--r-- 1 jm other 11486 May 12 22:52 20_fake_helo_tests.cf +-rw-r--r-- 1 jm other 32870 May 26 04:39 20_head_tests.cf +-rw-r--r-- 1 jm other 17530 May 12 22:52 20_html_tests.cf +-rw-r--r-- 1 jm other 3334 May 12 22:52 20_meta_tests.cf +-rw-r--r-- 1 jm other 2164 May 12 22:52 20_net_tests.cf +-rw-r--r-- 1 jm other 15986 Aug 9 01:16 20_phrases.cf +-rw-r--r-- 1 jm other 4817 May 12 22:52 20_porn.cf +-rw-r--r-- 1 jm other 16793 May 12 22:52 20_ratware.cf +-rw-r--r-- 1 jm other 7852 Jul 29 00:06 20_uri_tests.cf +-rw-r--r-- 1 jm other 2334 May 12 22:52 23_bayes.cf +-rw-r--r-- 1 jm other 420 May 19 07:28 25_accessdb.cf +-rw-r--r-- 1 jm other 1342 May 12 22:52 25_antivirus.cf +-rw-r--r-- 1 jm other 9114 May 12 22:52 25_body_tests_es.cf +-rw-r--r-- 1 jm other 17673 May 12 22:52 25_body_tests_pl.cf +-rw-r--r-- 1 jm other 190 May 12 22:52 25_dcc.cf +-rw-r--r-- 1 jm other 1944 May 12 22:52 25_domainkeys.cf +-rw-r--r-- 1 jm other 2735 May 12 22:52 25_hashcash.cf +-rw-r--r-- 1 jm other 189 May 12 22:52 25_pyzor.cf +-rw-r--r-- 1 jm other 2201 May 19 07:28 25_razor2.cf +-rw-r--r-- 1 jm other 8342 May 19 07:28 25_replace.cf +-rw-r--r-- 1 jm other 2870 Jul 29 00:06 25_spf.cf +-rw-r--r-- 1 jm other 352 May 12 22:52 25_textcat.cf +-rw-r--r-- 1 jm other 6541 Jul 29 00:06 25_uribl.cf +-rw-r--r-- 1 jm other 47112 Jul 29 00:06 30_text_de.cf +-rw-r--r-- 1 jm other 34883 Jul 29 00:06 30_text_fr.cf +-rw-r--r-- 1 jm other 1667 May 12 22:52 30_text_it.cf +-rw-r--r-- 1 jm other 38211 Jul 29 00:06 30_text_nl.cf +-rw-r--r-- 1 jm other 30281 May 19 07:28 30_text_pl.cf +-rw-r--r-- 1 jm other 2883 May 12 22:52 30_text_pt_br.cf +-rw-r--r-- 1 jm other 35221 Aug 9 01:13 50_scores.cf +-rw-r--r-- 1 jm other 1113 May 12 22:52 60_awl.cf +-rw-r--r-- 1 jm other 4903 Jul 29 00:06 60_whitelist.cf +-rw-r--r-- 1 jm other 3480 Jul 29 00:06 60_whitelist_spf.cf +-rw-r--r-- 1 jm other 1723 Jul 29 00:06 60_whitelist_subject.cf +-rw-r--r-- 1 jm other 6201 May 12 22:52 70_broken_rules.cf +-rw-r--r-- 1 jm other 60 Jul 29 00:06 70_scraped.cf +-rw-r--r-- 1 jm other 1926 Aug 9 01:18 70_testing.cf +-rw-r--r-- 1 jm other 1208 Jul 29 00:06 local.cf +-rw-r--r-- 1 jm other 2679 May 12 22:52 regression_tests.cf Index: rules/STATISTICS-set1.txt =================================================================== --- rules/STATISTICS-set1.txt (revision 231359) +++ rules/STATISTICS-set1.txt (working copy) @@ -3,160 +3,160 @@ Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: -# Correctly non-spam: 28655 99.96% -# Correctly spam: 55676 98.84% -# False positives: 11 0.04% -# False negatives: 654 1.16% -# TCR(l=50): 46.785714 SpamRecall: 98.839% SpamPrec: 99.980% +# Correctly non-spam: 53084 99.95% +# Correctly spam: 118696 96.27% +# False positives: 28 0.05% +# False negatives: 4594 3.73% +# TCR(l=50): 20.568902 SpamRecall: 96.274% SpamPrec: 99.976% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: -# Correctly non-spam: 451 1.57% -# Correctly spam: 56329 100.00% -# False positives: 28215 98.43% -# False negatives: 1 0.00% -# TCR(l=50): 0.039929 SpamRecall: 99.998% SpamPrec: 66.627% +# Correctly non-spam: 279 0.53% +# Correctly spam: 123290 100.00% +# False positives: 52833 99.47% +# False negatives: 0 0.00% +# TCR(l=50): 0.046672 SpamRecall: 100.000% SpamPrec: 70.002% # SUMMARY for threshold -3.0: -# Correctly non-spam: 489 1.71% -# Correctly spam: 56329 100.00% -# False positives: 28177 98.29% -# False negatives: 1 0.00% -# TCR(l=50): 0.039983 SpamRecall: 99.998% SpamPrec: 66.657% +# Correctly non-spam: 295 0.56% +# Correctly spam: 123290 100.00% +# False positives: 52817 99.44% +# False negatives: 0 0.00% +# TCR(l=50): 0.046686 SpamRecall: 100.000% SpamPrec: 70.009% # SUMMARY for threshold -2.0: -# Correctly non-spam: 1076 3.75% -# Correctly spam: 56329 100.00% -# False positives: 27590 96.25% -# False negatives: 1 0.00% -# TCR(l=50): 0.040834 SpamRecall: 99.998% SpamPrec: 67.123% +# Correctly non-spam: 454 0.85% +# Correctly spam: 123290 100.00% +# False positives: 52658 99.15% +# False negatives: 0 0.00% +# TCR(l=50): 0.046827 SpamRecall: 100.000% SpamPrec: 70.072% # SUMMARY for threshold -1.0: -# Correctly non-spam: 1361 4.75% -# Correctly spam: 56329 100.00% -# False positives: 27305 95.25% -# False negatives: 1 0.00% -# TCR(l=50): 0.041260 SpamRecall: 99.998% SpamPrec: 67.352% +# Correctly non-spam: 689 1.30% +# Correctly spam: 123290 100.00% +# False positives: 52423 98.70% +# False negatives: 0 0.00% +# TCR(l=50): 0.047037 SpamRecall: 100.000% SpamPrec: 70.166% -# SUMMARY for threshold 0.0: -# Correctly non-spam: 3032 10.58% -# Correctly spam: 56329 100.00% -# False positives: 25634 89.42% -# False negatives: 1 0.00% -# TCR(l=50): 0.043949 SpamRecall: 99.998% SpamPrec: 68.725% +# SUMMARY for threshold 5.0: +# Correctly non-spam: 53084 99.95% +# Correctly spam: 118696 96.27% +# False positives: 28 0.05% +# False negatives: 4594 3.73% +# TCR(l=50): 20.568902 SpamRecall: 96.274% SpamPrec: 99.976% # SUMMARY for threshold 1.0: -# Correctly non-spam: 24503 85.48% -# Correctly spam: 56265 99.88% -# False positives: 4163 14.52% -# False negatives: 65 0.12% -# TCR(l=50): 0.270538 SpamRecall: 99.885% SpamPrec: 93.111% +# Correctly non-spam: 50056 94.25% +# Correctly spam: 122516 99.37% +# False positives: 3056 5.75% +# False negatives: 774 0.63% +# TCR(l=50): 0.802805 SpamRecall: 99.372% SpamPrec: 97.566% # SUMMARY for threshold 2.0: -# Correctly non-spam: 27974 97.59% -# Correctly spam: 56209 99.79% -# False positives: 692 2.41% -# False negatives: 121 0.21% -# TCR(l=50): 1.622361 SpamRecall: 99.785% SpamPrec: 98.784% +# Correctly non-spam: 52302 98.47% +# Correctly spam: 122011 98.96% +# False positives: 810 1.53% +# False negatives: 1279 1.04% +# TCR(l=50): 2.951004 SpamRecall: 98.963% SpamPrec: 99.341% # SUMMARY for threshold 3.0: -# Correctly non-spam: 28531 99.53% -# Correctly spam: 56119 99.63% -# False positives: 135 0.47% -# False negatives: 211 0.37% -# TCR(l=50): 8.092228 SpamRecall: 99.625% SpamPrec: 99.760% +# Correctly non-spam: 52885 99.57% +# Correctly spam: 120996 98.14% +# False positives: 227 0.43% +# False negatives: 2294 1.86% +# TCR(l=50): 9.036206 SpamRecall: 98.139% SpamPrec: 99.813% # SUMMARY for threshold 4.0: -# Correctly non-spam: 28637 99.90% -# Correctly spam: 55950 99.33% -# False positives: 29 0.10% -# False negatives: 380 0.67% -# TCR(l=50): 30.781421 SpamRecall: 99.325% SpamPrec: 99.948% +# Correctly non-spam: 53043 99.87% +# Correctly spam: 120063 97.38% +# False positives: 69 0.13% +# False negatives: 3227 2.62% +# TCR(l=50): 18.464879 SpamRecall: 97.383% SpamPrec: 99.943% # SUMMARY for threshold 4.5: -# Correctly non-spam: 28649 99.94% -# Correctly spam: 55836 99.12% -# False positives: 17 0.06% -# False negatives: 494 0.88% -# TCR(l=50): 41.912202 SpamRecall: 99.123% SpamPrec: 99.970% +# Correctly non-spam: 53062 99.91% +# Correctly spam: 119320 96.78% +# False positives: 50 0.09% +# False negatives: 3970 3.22% +# TCR(l=50): 19.055641 SpamRecall: 96.780% SpamPrec: 99.958% # SUMMARY for threshold 5.5: -# Correctly non-spam: 28659 99.98% -# Correctly spam: 55496 98.52% -# False positives: 7 0.02% -# False negatives: 834 1.48% -# TCR(l=50): 47.576014 SpamRecall: 98.519% SpamPrec: 99.987% +# Correctly non-spam: 53090 99.96% +# Correctly spam: 117910 95.64% +# False positives: 22 0.04% +# False negatives: 5380 4.36% +# TCR(l=50): 19.026235 SpamRecall: 95.636% SpamPrec: 99.981% # SUMMARY for threshold 6.0: -# Correctly non-spam: 28661 99.98% -# Correctly spam: 55263 98.11% -# False positives: 5 0.02% -# False negatives: 1067 1.89% -# TCR(l=50): 42.771450 SpamRecall: 98.106% SpamPrec: 99.991% +# Correctly non-spam: 53097 99.97% +# Correctly spam: 116927 94.84% +# False positives: 15 0.03% +# False negatives: 6363 5.16% +# TCR(l=50): 17.333052 SpamRecall: 94.839% SpamPrec: 99.987% # SUMMARY for threshold 6.5: -# Correctly non-spam: 28663 99.99% -# Correctly spam: 54976 97.60% -# False positives: 3 0.01% -# False negatives: 1354 2.40% -# TCR(l=50): 37.453457 SpamRecall: 97.596% SpamPrec: 99.995% +# Correctly non-spam: 53100 99.98% +# Correctly spam: 116037 94.12% +# False positives: 12 0.02% +# False negatives: 7253 5.88% +# TCR(l=50): 15.699733 SpamRecall: 94.117% SpamPrec: 99.990% # SUMMARY for threshold 7.0: -# Correctly non-spam: 28664 99.99% -# Correctly spam: 54691 97.09% -# False positives: 2 0.01% -# False negatives: 1639 2.91% -# TCR(l=50): 32.392179 SpamRecall: 97.090% SpamPrec: 99.996% +# Correctly non-spam: 53102 99.98% +# Correctly spam: 115198 93.44% +# False positives: 10 0.02% +# False negatives: 8092 6.56% +# TCR(l=50): 14.349395 SpamRecall: 93.437% SpamPrec: 99.991% # SUMMARY for threshold 8.0: -# Correctly non-spam: 28665 100.00% -# Correctly spam: 53929 95.74% -# False positives: 1 0.00% -# False negatives: 2401 4.26% -# TCR(l=50): 22.982456 SpamRecall: 95.738% SpamPrec: 99.998% +# Correctly non-spam: 53108 99.99% +# Correctly spam: 113043 91.69% +# False positives: 4 0.01% +# False negatives: 10247 8.31% +# TCR(l=50): 11.801474 SpamRecall: 91.689% SpamPrec: 99.996% # SUMMARY for threshold 9.0: -# Correctly non-spam: 28665 100.00% -# Correctly spam: 53009 94.10% +# Correctly non-spam: 53111 100.00% +# Correctly spam: 110631 89.73% # False positives: 1 0.00% -# False negatives: 3321 5.90% -# TCR(l=50): 16.710175 SpamRecall: 94.104% SpamPrec: 99.998% +# False negatives: 12659 10.27% +# TCR(l=50): 9.700999 SpamRecall: 89.732% SpamPrec: 99.999% # SUMMARY for threshold 10.0: -# Correctly non-spam: 28665 100.00% -# Correctly spam: 52088 92.47% +# Correctly non-spam: 53111 100.00% +# Correctly spam: 107717 87.37% # False positives: 1 0.00% -# False negatives: 4242 7.53% -# TCR(l=50): 13.124418 SpamRecall: 92.469% SpamPrec: 99.998% +# False negatives: 15573 12.63% +# TCR(l=50): 7.891570 SpamRecall: 87.369% SpamPrec: 99.999% # SUMMARY for threshold 12.0: -# Correctly non-spam: 28665 100.00% -# Correctly spam: 50063 88.87% -# False positives: 1 0.00% -# False negatives: 6267 11.13% -# TCR(l=50): 8.917208 SpamRecall: 88.874% SpamPrec: 99.998% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 100729 81.70% +# False positives: 0 0.00% +# False negatives: 22561 18.30% +# TCR(l=50): 5.464740 SpamRecall: 81.701% SpamPrec: 100.000% # SUMMARY for threshold 15.0: -# Correctly non-spam: 28665 100.00% -# Correctly spam: 46427 82.42% -# False positives: 1 0.00% -# False negatives: 9903 17.58% -# TCR(l=50): 5.659600 SpamRecall: 82.420% SpamPrec: 99.998% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 87908 71.30% +# False positives: 0 0.00% +# False negatives: 35382 28.70% +# TCR(l=50): 3.484540 SpamRecall: 71.302% SpamPrec: 100.000% # SUMMARY for threshold 17.0: -# Correctly non-spam: 28665 100.00% -# Correctly spam: 43749 77.67% -# False positives: 1 0.00% -# False negatives: 12581 22.33% -# TCR(l=50): 4.459663 SpamRecall: 77.666% SpamPrec: 99.998% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 78551 63.71% +# False positives: 0 0.00% +# False negatives: 44739 36.29% +# TCR(l=50): 2.755761 SpamRecall: 63.712% SpamPrec: 100.000% # SUMMARY for threshold 20.0: -# Correctly non-spam: 28666 100.00% -# Correctly spam: 38781 68.85% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 64583 52.38% # False positives: 0 0.00% -# False negatives: 17549 31.15% -# TCR(l=50): 3.209870 SpamRecall: 68.846% SpamPrec: 100.000% +# False negatives: 58707 47.62% +# TCR(l=50): 2.100090 SpamRecall: 52.383% SpamPrec: 100.000% Test hit frequencies, for spam and ham corpora: @@ -165,829 +165,780 @@ and the 'score' field should be ignored.) OVERALL% SPAM% HAM% S/O RANK SCORE NAME - 766289 506205 260084 0.661 0.00 0.00 (all messages) -100.000 66.0593 33.9407 0.661 0.00 0.00 (all messages as %) - 24.399 36.9344 0.0004 1.000 1.00 4.19 X_MESSAGE_INFO - 22.283 33.7310 0.0004 1.000 1.00 4.23 MIME_BOUND_DD_DIGITS - 14.409 21.8111 0.0015 1.000 0.98 2.75 HELO_DYNAMIC_IPADDR - 10.497 15.8904 0.0008 1.000 0.98 2.01 URIBL_AB_SURBL - 9.499 14.3797 0.0004 1.000 0.98 4.11 RCVD_DOUBLE_IP_SPAM - 35.591 53.8744 0.0054 1.000 0.97 2.51 RCVD_IN_XBL - 8.028 12.1516 0.0008 1.000 0.97 3.22 MSGID_SPAM_CAPS - 18.019 27.2741 0.0046 1.000 0.97 3.90 URIBL_SC_SURBL - 6.968 10.5477 0.0015 1.000 0.96 0.00 DRUGS_ANXIETY_EREC - 5.567 8.4274 0.0000 1.000 0.96 2.73 DRUGS_MANYKINDS - 6.584 9.9659 0.0023 1.000 0.95 0.41 DRUGS_DIET - 6.076 9.1967 0.0015 1.000 0.95 0.00 DRUGS_DIET_EREC - 5.079 7.6886 0.0000 1.000 0.95 3.96 DRUGS_ANXIETY_OBFU - 6.105 9.2407 0.0031 1.000 0.94 0.09 HELO_DYNAMIC_DHCP - 9.837 14.8876 0.0058 1.000 0.94 0.23 DIGEST_MULTIPLE - 4.646 7.0327 0.0000 1.000 0.94 2.72 DRUGS_SLEEP_EREC - 4.783 7.2407 0.0008 1.000 0.94 1.54 HELO_DYNAMIC_HCC - 5.319 8.0499 0.0027 1.000 0.93 0.00 BAYES_99 - 7.307 11.0572 0.0065 0.999 0.93 0.57 HTML_BACKHAIR_8 - 4.399 6.6584 0.0008 1.000 0.93 0.01 DRUGS_DIET_PAIN - 4.319 6.5377 0.0008 1.000 0.92 0.00 DRUGS_DEPR_EREC - 44.479 67.3249 0.0135 1.000 0.92 2.77 RCVD_IN_DSBL - 4.220 6.3879 0.0015 1.000 0.92 0.81 HELO_DYNAMIC_IPADDR2 - 13.079 19.7932 0.0123 0.999 0.91 0.62 RCVD_HELO_IP_MISMATCH - 6.725 10.1755 0.0096 0.999 0.90 0.83 DRUGS_ERECTILE_OBFU - 2.857 4.3241 0.0008 1.000 0.90 2.89 DATE_SPAMWARE_Y2K - 2.404 3.6398 0.0000 1.000 0.90 2.28 SUBJECT_DRUG_GAP_X - 4.778 7.2305 0.0062 0.999 0.90 0.11 DRUGS_SLEEP - 3.703 5.6041 0.0035 0.999 0.90 2.43 DRUGS_PAIN_OBFU - 29.959 45.3433 0.0165 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI - 2.237 3.3868 0.0000 1.000 0.90 1.01 RATWARE_RCVD_AT - 2.218 3.3577 0.0000 1.000 0.89 1.58 HTML_NONELEMENT_90_100 - 2.218 3.3573 0.0000 1.000 0.89 1.92 SUBJECT_DRUG_GAP_VA - 2.206 3.3401 0.0000 1.000 0.89 2.37 RATWARE_ZERO_TZ - 1.909 2.8895 0.0000 1.000 0.88 0.28 SUBJECT_DRUG_GAP_S - 5.014 7.5849 0.0092 0.999 0.88 0.00 DRUGS_PAIN_EREC - 8.267 12.5076 0.0138 0.999 0.88 0.00 DRUGS_ANXIETY - 3.061 0.0024 9.0148 0.000 0.88 0.00 BAYES_00 - 6.111 9.2449 0.0123 0.999 0.88 2.55 UNIQUE_WORDS - 1.759 2.6632 0.0000 1.000 0.88 3.66 HELO_DYNAMIC_ATTBI - 1.729 2.6169 0.0000 1.000 0.87 1.19 HTML_BADTAG_90_100 - 7.763 11.7435 0.0150 0.999 0.87 1.97 HTML_IMAGE_ONLY_08 - 2.979 4.5059 0.0058 0.999 0.87 3.04 FORGED_MUA_OUTLOOK - 4.614 6.9796 0.0108 0.998 0.86 0.17 DRUGS_MUSCLE - 1.841 2.7848 0.0031 0.999 0.86 3.09 HTML_IMAGE_ONLY_04 - 3.161 4.7801 0.0088 0.998 0.86 1.74 MSGID_RANDY - 1.449 2.1930 0.0000 1.000 0.86 2.51 HELO_DYNAMIC_OOL - 4.925 7.4482 0.0135 0.998 0.85 1.36 DOMAIN_RATIO - 2.992 4.5243 0.0092 0.998 0.85 3.08 MSGID_DOLLARS - 2.581 3.9020 0.0088 0.998 0.84 0.68 RCVD_IN_RSL - 1.509 2.2837 0.0027 0.999 0.84 1.28 FORGED_MUA_AOL_FROM - 1.145 1.7327 0.0000 1.000 0.84 0.70 MSGID_YAHOO_CAPS - 1.110 1.6796 0.0000 1.000 0.84 3.53 HELO_DYNAMIC_COMCAST - 1.231 1.8631 0.0015 0.999 0.83 0.49 HTML_NONELEMENT_80_90 - 2.814 4.2546 0.0112 0.997 0.83 0.73 HTML_OBFUSCATE_10_20 - 2.314 3.4980 0.0096 0.997 0.83 0.62 UNRESOLVED_TEMPLATE - 1.018 1.5407 0.0000 1.000 0.83 1.93 HTML_OBFUSCATE_30_40 - 1.294 1.9571 0.0035 0.998 0.82 3.15 MSGID_SPAM_LETTERS - 4.559 6.8935 0.0165 0.998 0.82 0.00 DRUGS_DEPRESSION - 2.154 3.2556 0.0104 0.997 0.82 0.60 HTML_OBFUSCATE_20_30 - 0.928 1.4046 0.0004 1.000 0.82 1.34 HTML_OBFUSCATE_50_60 - 1.336 2.0207 0.0046 0.998 0.82 0.00 FORGED_AOL_HTML - 0.916 1.3868 0.0000 1.000 0.82 0.76 DRUGS_DIET_OBFU - 1.085 1.6408 0.0023 0.999 0.82 1.77 SUBJECT_DRUG_GAP_VIA - 3.143 4.7501 0.0150 0.997 0.81 2.04 PYZOR_CHECK - 0.849 1.2856 0.0004 1.000 0.81 0.89 HELO_DYNAMIC_SPLIT_IP - 0.983 1.4862 0.0027 0.998 0.81 1.85 RCVD_IN_SORBS_SOCKS - 0.863 1.3056 0.0008 0.999 0.81 3.38 STRONG_BUY - 1.102 1.6653 0.0042 0.997 0.81 2.33 INVALID_TZ_EST - 0.824 1.2473 0.0004 1.000 0.81 3.38 RATWARE_RCVD_PF - 6.061 9.1627 0.0246 0.997 0.80 0.04 DRUGS_PAIN - 0.846 1.2795 0.0015 0.999 0.80 3.29 MIME_BOUND_DIGITS_15 - 0.800 1.2106 0.0012 0.999 0.80 0.01 ONLINE_PHARMACY - 1.640 2.4769 0.0112 0.996 0.79 2.85 SUBJ_ILLEGAL_CHARS - 0.709 1.0735 0.0000 1.000 0.79 1.75 HTML_OBFUSCATE_40_50 - 1.025 1.5484 0.0062 0.996 0.79 0.00 HTML_NONELEMENT_50_60 - 2.174 3.2833 0.0161 0.995 0.78 0.00 FORGED_OUTLOOK_TAGS - 9.062 13.6996 0.0350 0.997 0.78 1.37 DCC_CHECK - 3.073 4.6410 0.0211 0.995 0.78 0.02 FORGED_OUTLOOK_HTML - 0.655 0.9923 0.0000 1.000 0.78 0.52 UNIVERSITY_DIPLOMAS - 0.618 0.9362 0.0000 1.000 0.77 2.78 HELO_DYNAMIC_YAHOOBB - 35.592 53.8558 0.0461 0.999 0.77 1.50 MPART_ALT_DIFF - 0.800 1.2092 0.0050 0.996 0.77 1.20 OBFUSCATING_COMMENT - 0.796 1.2027 0.0050 0.996 0.77 1.17 HTML_ATTR_UNIQUE - 0.575 0.8706 0.0000 1.000 0.77 3.17 VIA_GAP_GRA - 11.971 18.0998 0.0419 0.998 0.77 2.26 LONGWORDS - 0.677 1.0241 0.0027 0.997 0.77 0.80 HTML_NONELEMENT_70_80 - 0.645 0.9761 0.0019 0.998 0.76 1.92 SUBJECT_DRUG_GAP_C - 1.285 1.9383 0.0123 0.994 0.76 0.00 RCVD_IN_SORBS_WEB - 3.712 5.6066 0.0254 0.995 0.76 1.47 HTML_IMAGE_ONLY_12 - 0.554 0.8390 0.0004 1.000 0.76 0.42 HTML_SHORT_CENTER - 0.586 0.8864 0.0015 0.998 0.76 1.25 HG_HORMONE - 0.802 1.2112 0.0069 0.994 0.76 0.71 HTML_FONT_SIZE_LARGE - 0.550 0.8323 0.0004 1.000 0.76 0.43 HTML_BADTAG_50_60 - 0.532 0.8050 0.0000 1.000 0.76 1.13 HTML_BADTAG_60_70 - 2.070 3.1230 0.0211 0.993 0.76 0.00 URI_AFFILIATE - 0.519 0.7851 0.0000 1.000 0.75 1.47 EMAIL_ROT13 - 0.540 0.8169 0.0008 0.999 0.75 0.00 HTML_BADTAG_40_50 - 0.524 0.7930 0.0004 1.000 0.75 3.10 PERCENT_RANDOM - 0.713 1.0766 0.0058 0.995 0.75 0.17 HTML_BADTAG_20_30 - 0.508 0.7696 0.0000 1.000 0.75 0.07 INVALID_TZ_CST - 0.554 0.8378 0.0019 0.998 0.75 1.78 STOCK_ALERT - 5.391 8.1416 0.0369 0.995 0.75 1.60 RCVD_IN_SORBS_SMTP - 0.551 0.8325 0.0023 0.997 0.75 3.19 OBSCURED_EMAIL - 1.673 2.5227 0.0196 0.992 0.74 1.46 SUSPICIOUS_RECIPS - 0.571 0.8625 0.0035 0.996 0.74 0.61 DRUG_DOSAGE - 49.029 74.1861 0.0654 0.999 0.74 2.00 URIBL_OB_SURBL - 0.728 1.0982 0.0088 0.992 0.74 0.15 STOCK_PICK - 0.466 0.7051 0.0015 0.998 0.73 3.00 MSGID_SPAM_ALPHA_NUM - 2.454 3.7003 0.0281 0.992 0.73 0.95 HTML_FONT_LOW_CONTRAST - 0.457 0.6912 0.0012 0.998 0.73 2.60 X_AUTH_WARN_FAKED - 0.891 1.3421 0.0127 0.991 0.73 2.13 FORGED_HOTMAIL_RCVD - 0.514 0.7768 0.0038 0.995 0.73 1.14 HTML_NONELEMENT_60_70 - 0.422 0.6391 0.0000 1.000 0.73 0.97 HTML_OBFUSCATE_60_70 - 0.695 1.0464 0.0096 0.991 0.72 1.83 ALL_NATURAL - 0.378 0.5727 0.0000 1.000 0.72 2.96 SUBJECT_DRUG_GAP_VIC - 1.434 2.1598 0.0219 0.990 0.72 0.48 HTML_OBFUSCATE_05_10 - 0.565 0.8514 0.0077 0.991 0.71 0.25 URI_OFFERS - 0.464 0.6993 0.0050 0.993 0.70 0.72 SUBJECT_DIET - 0.388 0.5861 0.0027 0.995 0.70 0.10 HTML_BADTAG_30_40 - 0.418 0.6314 0.0038 0.994 0.70 0.05 FROM_ILLEGAL_CHARS - 0.322 0.4881 0.0000 1.000 0.70 1.21 DEEP_DISC_MEDS - 0.429 0.6472 0.0054 0.992 0.69 1.82 HTML_SHORT_COMMENT - 0.336 0.5073 0.0015 0.997 0.69 2.91 NIGERIAN_BODY1 - 0.489 0.7355 0.0081 0.989 0.69 0.86 HTML_TAG_BALANCE_HEAD - 0.691 1.0383 0.0138 0.987 0.69 0.04 MONEY_BACK - 0.367 0.5547 0.0031 0.994 0.69 0.77 SUBJECT_DRUG_GAP_P - 0.312 0.4715 0.0000 1.000 0.69 1.33 FORGED_MUA_OIMO - 0.321 0.4854 0.0008 0.998 0.69 1.99 BANG_EXERCISE - 0.796 1.1966 0.0173 0.986 0.69 0.97 SUBJ_DOLLARS - 0.305 0.4613 0.0000 1.000 0.69 2.70 RATWARE_EGROUPS - 0.309 0.4682 0.0004 0.999 0.68 0.79 FORGED_AOL_TAGS - 0.296 0.4484 0.0000 1.000 0.68 1.39 FORGED_MUA_THEBAT_BOUN - 1.902 2.8597 0.0365 0.987 0.68 0.11 MIME_BASE64_TEXT - 0.417 0.6272 0.0073 0.988 0.67 0.75 IMPOTENCE - 0.274 0.4147 0.0000 1.000 0.67 1.40 REVERSE_AGING - 4.590 6.9168 0.0623 0.991 0.67 0.26 HTML_TITLE_UNTITLED - 0.310 0.4688 0.0023 0.995 0.67 0.05 FORGED_MUA_EUDORA - 1.527 2.2939 0.0338 0.985 0.67 0.00 HTML_BACKHAIR_4 - 0.263 0.3975 0.0000 1.000 0.67 0.07 HTML_BADTAG_70_80 - 0.619 0.9285 0.0161 0.983 0.67 0.46 HTML_FONT_SIZE_NONE - 0.270 0.4081 0.0008 0.998 0.67 0.49 NIGERIAN_BODY2 - 0.244 0.3688 0.0000 1.000 0.66 1.06 FORGED_THEBAT_HTML - 1.473 2.2123 0.0346 0.985 0.66 1.46 DNS_FROM_RFC_BOGUSMX - 0.243 0.3684 0.0000 1.000 0.66 1.33 HTML_OBFUSCATE_70_80 - 1.046 0.0140 3.0548 0.005 0.66 -2.82 ALL_TRUSTED - 0.237 0.3582 0.0000 1.000 0.66 2.73 FAKE_OUTBLAZE_RCVD - 0.401 0.6027 0.0092 0.985 0.66 0.62 HTML_COMMENT_SHORT - 0.239 0.3613 0.0008 0.998 0.65 1.66 FORGED_IMS_HTML - 0.222 0.3362 0.0000 1.000 0.65 2.70 KOREAN_UCE_SUBJECT - 10.343 15.6087 0.0942 0.994 0.65 0.03 DRUGS_ERECTILE - 0.934 1.3994 0.0273 0.981 0.65 0.84 BODY_ENHANCEMENT2 - 0.214 0.3234 0.0000 1.000 0.65 0.44 HELO_DYNAMIC_DIALIN - 0.242 0.3655 0.0019 0.995 0.65 0.00 ENTITY_DEC_ALPHANUM - 0.262 0.3955 0.0031 0.992 0.65 0.26 FROM_NUM_AT_WEBMAIL - 0.208 0.3147 0.0000 1.000 0.65 1.83 HELO_DYNAMIC_ADELPHIA - 0.469 0.7035 0.0138 0.981 0.65 0.00 HTML_NONELEMENT_40_50 - 0.339 0.5081 0.0085 0.984 0.65 1.53 DRUG_ED_CAPS - 0.208 0.3145 0.0000 1.000 0.65 2.73 SUBJECT_DRUG_GAP_L - 4.174 6.2816 0.0707 0.989 0.64 1.37 RCVD_ILLEGAL_IP - 0.199 0.3015 0.0000 1.000 0.64 2.67 HDR_ORDER_TRIMRS - 0.205 0.3102 0.0008 0.998 0.64 0.21 BANG_OPRAH - 1.623 2.4340 0.0438 0.982 0.64 2.33 DATE_IN_FUTURE_12_24 - 0.320 0.4806 0.0081 0.983 0.64 1.16 SORTED_RECIPS - 0.757 1.1320 0.0258 0.978 0.64 0.00 BANG_GUAR - 0.197 0.2983 0.0004 0.999 0.64 1.03 RATWARE_NETIP - 0.313 0.4692 0.0077 0.984 0.64 1.58 FORGED_MUA_IMS - 0.410 0.6144 0.0127 0.980 0.63 0.00 SATIS_GUAR - 0.509 0.7621 0.0173 0.978 0.63 0.71 HTML_SHORT_LENGTH - 1.209 1.8103 0.0400 0.978 0.63 0.42 HTML_FONT_SIZE_TINY - 0.183 0.2776 0.0004 0.999 0.63 0.42 DRUG_ED_SILD - 0.291 0.4372 0.0069 0.984 0.63 1.89 SAVE_THOUSANDS - 0.183 0.2770 0.0004 0.999 0.63 1.93 NIGERIAN_BODY3 - 27.177 41.0685 0.1411 0.997 0.63 0.53 BIZ_TLD - 0.181 0.2732 0.0004 0.999 0.63 1.46 FAKE_HELO_MSN - 0.283 0.4243 0.0073 0.983 0.63 0.24 GUARANTEED_STUFF - 0.343 0.5126 0.0115 0.978 0.63 0.32 AS_SEEN_ON - 1.175 1.7572 0.0408 0.977 0.63 0.64 SUBJ_HAS_SPACES - 0.742 1.1086 0.0281 0.975 0.62 2.06 WHY_WAIT - 0.471 0.7039 0.0177 0.975 0.62 0.48 BODY_ENHANCEMENT - 0.244 0.3665 0.0058 0.985 0.62 2.37 HAIR_LOSS - 0.191 0.2884 0.0023 0.992 0.62 0.38 HTML_MISSING_CTYPE - 0.164 0.2479 0.0000 1.000 0.62 1.85 FORGED_IMS_TAGS - 0.277 0.4150 0.0081 0.981 0.62 0.41 HTML_LINK_PUSH_HERE - 4.270 6.4187 0.0884 0.986 0.61 0.10 HTML_MIME_NO_HTML_TAG - 0.161 0.2426 0.0008 0.997 0.61 1.76 MORE_SEX - 0.315 0.4714 0.0115 0.976 0.61 1.68 FROM_ALL_NUMS - 1.634 2.4453 0.0542 0.978 0.61 0.47 HTML_FONT_TINY - 0.174 0.2619 0.0023 0.991 0.61 0.00 HELO_DYNAMIC_CHELLO_NL - 0.357 0.5334 0.0146 0.973 0.61 0.49 SUBJ_BUY - 0.214 0.3206 0.0065 0.980 0.60 0.46 ROUND_THE_WORLD_LOCAL - 0.724 1.0794 0.0323 0.971 0.60 0.00 HTML_LINK_CLICK_CAPS - 16.644 25.1171 0.1534 0.994 0.60 1.83 RCVD_IN_BL_SPAMCOP_NET - 0.719 1.0715 0.0319 0.971 0.60 0.00 MAILTO_SUBJ_REMOVE - 0.152 0.2296 0.0015 0.993 0.60 1.01 X_ORIG_IP_NOT_IPV4 - 0.138 0.2094 0.0000 1.000 0.60 2.54 SUBJECT_SEXUAL - 0.132 0.2001 0.0000 1.000 0.60 2.41 RATWARE_OE_MALFORMED - 0.215 0.3210 0.0073 0.978 0.60 0.00 MIME_BASE64_ILLEGAL - 0.129 0.1946 0.0000 1.000 0.60 1.31 HTML_BADTAG_80_90 - 5.636 8.4657 0.1288 0.985 0.60 1.05 RCVD_IN_SBL - 0.128 0.1932 0.0000 1.000 0.60 0.79 HELO_DYNAMIC_ROGERS - 0.145 0.2183 0.0019 0.991 0.59 0.82 TERRA_ES - 0.127 0.1926 0.0008 0.996 0.59 1.18 DRUG_ED_GENERIC - 2.369 3.5416 0.0869 0.976 0.59 0.64 INVALID_TZ_GMT - 0.119 0.1796 0.0000 1.000 0.59 1.38 NIGERIAN_BODY4 - 3.113 4.6663 0.0911 0.981 0.59 2.17 FORGED_YAHOO_RCVD - 1.271 1.8951 0.0565 0.971 0.59 0.01 HTML_TABLE_THICK_BORD - 1.161 1.7309 0.0515 0.971 0.59 0.25 BAD_CREDIT - 0.164 0.2456 0.0046 0.982 0.59 1.76 HTML_TAG_EXIST_MARQUEE - 10.564 15.9113 0.1553 0.990 0.59 1.14 RCVD_IN_RFC_IPWHOIS - 0.768 1.1412 0.0408 0.966 0.59 0.03 RCVD_FAKE_HELO_DOTCOM - 0.346 0.5140 0.0188 0.965 0.58 0.00 CLICK_TO_REMOVE_1 - 0.141 0.2122 0.0031 0.986 0.58 1.37 X_LIBRARY - 0.142 0.2128 0.0035 0.984 0.58 1.29 MILLION_USD - 0.114 0.1727 0.0004 0.998 0.58 1.52 DRUGS_SMEAR1 - 0.183 0.2728 0.0073 0.974 0.58 2.05 DATE_IN_FUTURE_24_48 - 0.111 0.1681 0.0000 1.000 0.58 2.44 NOT_ADVISOR - 0.431 0.6406 0.0235 0.965 0.58 0.00 HTML_COMMENT_SHOUTING - 0.765 1.1365 0.0427 0.964 0.58 0.28 MIME_HTML_MOSTLY - 0.118 0.1784 0.0015 0.991 0.58 1.28 HTML_FONT_SIZE_HUGE - 0.213 0.3165 0.0104 0.968 0.58 0.72 MARKETING_PARTNERS - 0.126 0.1885 0.0031 0.984 0.57 0.34 ENGLISH_UCE_SUBJECT - 0.103 0.1553 0.0000 1.000 0.57 1.01 HELO_DYNAMIC_RR2 - 0.435 0.6454 0.0246 0.963 0.57 0.53 FRONTPAGE - 0.160 0.2386 0.0065 0.973 0.57 0.00 DIET_2 - 0.941 1.3984 0.0515 0.964 0.57 1.05 RCVD_IN_NJABL_SPAM - 0.105 0.1590 0.0008 0.995 0.57 2.37 WE_HONOR_ALL - 1.373 2.0425 0.0704 0.967 0.57 0.48 MIME_HEADER_CTYPE_ONLY - 0.132 0.1977 0.0046 0.977 0.57 1.32 RATWARE_HASH_2_V2 - 0.126 0.1887 0.0038 0.980 0.57 2.30 DATE_IN_FUTURE_48_96 - 0.845 1.2536 0.0492 0.962 0.57 0.00 HTML_BADTAG_10_20 - 0.122 0.1823 0.0038 0.979 0.57 2.36 FORGED_MUA_MOZILLA - 0.096 0.1454 0.0000 1.000 0.57 0.99 RATWARE_MOZ_MALFORMED - 0.096 0.1446 0.0000 1.000 0.56 2.35 MIME_BOUND_RKFINDY - 0.095 0.1432 0.0000 1.000 0.56 0.81 HELO_DYNAMIC_VTR - 0.119 0.1782 0.0038 0.979 0.56 2.19 NA_DOLLARS - 1.466 2.1792 0.0773 0.966 0.56 0.49 DNS_FROM_RFC_WHOIS - 0.096 0.1454 0.0012 0.992 0.56 0.83 RATWARE_GECKO_BUILD - 0.437 0.6472 0.0292 0.957 0.56 2.02 HEAD_ILLEGAL_CHARS - 0.132 0.1972 0.0065 0.968 0.56 0.65 CONSOLIDATE_DEBT - 0.154 0.2286 0.0085 0.964 0.56 0.43 GUARANTEED_100_PERCENT - 0.102 0.1527 0.0023 0.985 0.55 0.97 NO_FORMS - 0.099 0.1488 0.0019 0.987 0.55 0.00 NO_CREDIT_CHECK - 0.117 0.1754 0.0046 0.974 0.55 0.00 RATWARE_HASH_2 - 0.095 0.1426 0.0012 0.992 0.55 2.29 MSGID_OUTLOOK_INVALID - 0.086 0.1308 0.0000 1.000 0.55 2.35 CONFIRMED_FORGED - 0.103 0.1541 0.0035 0.978 0.55 0.86 FROM_OFFERS - 0.088 0.1326 0.0008 0.994 0.55 1.20 HTML_CONVERTED - 0.090 0.1357 0.0012 0.992 0.55 0.10 HTML_ATTR_BAD - 0.423 0.6246 0.0296 0.955 0.55 1.32 GAPPY_SUBJECT - 7.466 11.2032 0.1930 0.983 0.55 0.00 HTML_IMAGE_RATIO_02 - 0.703 1.0387 0.0492 0.955 0.54 0.07 HTML_NONELEMENT_20_30 - 2.944 4.3879 0.1342 0.970 0.54 1.57 MISSING_SUBJECT - 0.083 0.1254 0.0008 0.994 0.54 1.82 DRUG_ED_ONLINE - 0.345 0.5089 0.0258 0.952 0.54 0.00 HTML_SHOUTING4 - 0.077 0.1171 0.0000 1.000 0.54 1.32 HELO_DYNAMIC_HEXIP - 0.079 0.1185 0.0008 0.994 0.54 2.25 MIME_BOUND_MANY_HEX - 0.081 0.1215 0.0012 0.991 0.54 0.91 YAHOO_DRS_REDIR - 0.200 0.2943 0.0150 0.952 0.54 1.92 SOME_BREAKTHROUGH - 0.451 0.6644 0.0358 0.949 0.54 0.00 LOW_PRICE - 0.191 0.2821 0.0146 0.951 0.54 2.25 TO_MALFORMED - 0.078 0.1177 0.0012 0.990 0.54 1.52 RATWARE_STORM_URI - 0.108 0.1596 0.0062 0.963 0.54 0.00 ONE_TIME_MAILING - 0.070 0.1059 0.0000 1.000 0.53 0.28 SUBJ_2_NUM_PARENS - 0.068 0.1025 0.0000 1.000 0.53 0.13 MULTI_FORGED - 0.739 1.0869 0.0611 0.947 0.53 0.82 MIME_BASE64_BLANKS - 1.729 2.5634 0.1054 0.961 0.53 0.39 HTML_TAG_BALANCE_BODY - 0.065 0.0988 0.0000 1.000 0.53 2.17 FAKE_HELO_MAIL_COM_DOM - 0.442 0.6507 0.0365 0.947 0.53 0.14 HTML_00_10 - 0.343 0.5055 0.0281 0.947 0.53 0.13 HTML_COMMENT_SAVED_URL - 0.665 0.9794 0.0527 0.949 0.53 0.25 MIME_MISSING_BOUNDARY - 0.666 0.9804 0.0542 0.948 0.53 0.27 X_MSMAIL_PRIORITY_HIGH - 0.063 0.0950 0.0000 1.000 0.53 1.20 CONFIDENTIAL_ORDER - 1.659 2.4581 0.1034 0.960 0.53 1.28 HTML_IMAGE_ONLY_16 - 0.061 0.0928 0.0000 1.000 0.53 1.06 DIET_3 - 1.529 2.2653 0.0954 0.960 0.52 1.08 FORGED_HOTMAIL_RCVD2 - 0.059 0.0893 0.0000 1.000 0.52 2.10 WRINKLES - 0.112 0.1659 0.0085 0.951 0.52 0.92 MORTGAGE_BEST - 0.232 0.3408 0.0211 0.942 0.52 1.06 TRACKER_ID - 0.058 0.0881 0.0000 1.000 0.52 2.09 EXCUSE_23 - 0.279 0.4099 0.0238 0.945 0.52 1.43 PORN_URL_SEX - 2.400 3.5578 0.1469 0.960 0.52 0.00 RCVD_DOUBLE_IP_LOOSE - 0.056 0.0847 0.0000 1.000 0.52 2.16 HTML_FORMACTION_MAILTO - 0.514 0.7554 0.0450 0.944 0.52 0.56 USERPASS - 0.101 0.1488 0.0077 0.951 0.52 0.73 EXCUSE_6 - 0.161 0.2355 0.0150 0.940 0.51 0.02 IP_LINK_PLUS - 0.053 0.0802 0.0000 1.000 0.51 1.91 CHINA_HEADER - 1.955 2.8872 0.1403 0.954 0.51 0.36 DIET_1 - 0.050 0.0763 0.0000 1.000 0.51 2.13 FAKE_HELO_EXCITE - 0.091 0.1337 0.0065 0.953 0.51 0.57 PORN_URL_MISC - 0.048 0.0731 0.0000 1.000 0.51 0.64 HELO_DYNAMIC_HOME_NL - 0.050 0.0755 0.0004 0.995 0.51 2.16 FORWARD_LOOKING - 0.077 0.1140 0.0050 0.958 0.51 0.00 HTML_SHOUTING5 - 0.696 1.0178 0.0684 0.937 0.51 0.38 EXCUSE_10 - 0.045 0.0684 0.0000 1.000 0.51 0.39 HDR_ORDER_MTSRIX - 1.936 2.8556 0.1450 0.952 0.50 0.00 HTML_SHOUTING3 - 0.122 0.1788 0.0127 0.934 0.50 0.08 HTML_EMBEDS - 0.156 0.2278 0.0165 0.932 0.50 1.36 SUB_HELLO - 0.044 0.0000 0.1296 0.000 0.50 -8.00 HABEAS_USER - 0.054 0.0804 0.0019 0.977 0.50 2.07 SUBJ_LIFE_INSURANCE - 4.463 6.6522 0.2007 0.971 0.50 0.07 HTML_FONT_INVISIBLE - 0.150 0.2185 0.0169 0.928 0.50 0.54 UPPERCASE_75_100 - 0.046 0.0008 0.1330 0.006 0.49 -4.30 RCVD_IN_BSP_TRUSTED - 0.058 0.0867 0.0035 0.962 0.49 0.00 BAYES_95 - 1.790 2.6333 0.1473 0.947 0.49 0.00 HTML_BACKHAIR_2 - 0.055 0.0820 0.0035 0.960 0.49 1.97 FAKE_HELO_MAIL_COM - 0.040 0.0597 0.0004 0.994 0.49 0.25 FORGED_QUALCOMM_TAGS - 0.103 0.1493 0.0115 0.928 0.49 1.97 WEIRD_QUOTING - 0.059 0.0871 0.0042 0.954 0.49 0.00 BAYES_90 - 0.043 0.0640 0.0015 0.977 0.49 1.02 PORN_URL_SLUT - 0.997 1.4595 0.0961 0.938 0.49 0.07 DATE_IN_FUTURE_03_06 - 0.041 0.0008 0.1207 0.007 0.49 0.00 BAYES_10 - 4.549 6.7726 0.2207 0.968 0.49 0.00 DNS_FROM_RFC_DSN - 0.237 0.3441 0.0273 0.927 0.49 0.00 MORTGAGE_PITCH - 0.044 0.0660 0.0023 0.966 0.49 1.27 AMAZING_STUFF - 0.081 0.1187 0.0088 0.931 0.49 0.69 MORTGAGE_RATES - 0.038 0.0573 0.0012 0.980 0.48 0.38 FREE_PREVIEW - 0.073 0.1067 0.0077 0.933 0.48 2.07 SUBJ_YOUR_DEBT - 5.829 8.6718 0.2953 0.967 0.48 0.48 INFO_TLD - 0.310 0.4510 0.0361 0.926 0.48 0.01 HTML_NONELEMENT_30_40 - 0.037 0.0553 0.0004 0.993 0.48 0.00 WHY_PAY_MORE - 0.034 0.0518 0.0000 1.000 0.48 0.60 HTTP_77 - 0.037 0.0561 0.0012 0.980 0.48 1.74 ROUND_THE_WORLD - 0.038 0.0565 0.0015 0.974 0.48 1.81 URI_4YOU - 0.038 0.0565 0.0015 0.974 0.48 1.47 RATWARE_RCVD_LC_ESMTP - 0.178 0.2576 0.0231 0.918 0.48 1.11 FROM_HAS_MIXED_NUMS3 - 0.040 0.0597 0.0023 0.963 0.48 0.00 HIDE_WIN_STATUS - 0.609 0.8840 0.0738 0.923 0.48 0.09 HTTP_ESCAPED_HOST - 30.961 46.6673 0.3922 0.992 0.48 0.14 RCVD_IN_SORBS_DUL - 0.046 0.0680 0.0042 0.941 0.48 1.83 DISGUISE_PORN - 0.047 0.0693 0.0046 0.938 0.48 1.19 BILLION_DOLLARS - 0.115 0.1655 0.0154 0.915 0.47 1.72 FORGED_JUNO_RCVD - 0.034 0.0004 0.1004 0.004 0.47 0.00 BAYES_05 - 0.033 0.0498 0.0004 0.992 0.47 1.30 SUBJ_GUARANTEED - 0.043 0.0628 0.0038 0.942 0.47 0.34 OFFSHORE_SCAM - 0.037 0.0547 0.0015 0.973 0.47 0.65 FORGED_EUDORAMAIL_RCVD - 0.067 0.0972 0.0081 0.923 0.47 1.43 DATE_IN_FUTURE_96_XX - 0.032 0.0478 0.0000 1.000 0.47 16.00 HABEAS_INFRINGER - 0.342 0.4949 0.0442 0.918 0.47 1.31 FROM_NO_LOWER - 0.493 0.7126 0.0657 0.916 0.47 1.13 BLANK_LINES_70_80 - 31.331 47.2168 0.4133 0.991 0.47 1.66 RCVD_IN_NJABL_DUL - 0.305 0.4409 0.0411 0.915 0.46 0.00 BANG_MORE - 0.095 0.1373 0.0138 0.908 0.46 0.90 CREDIT_CARD - 0.214 0.3082 0.0300 0.911 0.46 1.41 ADDRESS_IN_SUBJECT - 0.034 0.0504 0.0023 0.956 0.46 0.44 NASTY_GIRLS - 0.903 1.3078 0.1165 0.918 0.46 0.00 MAILTO_TO_REMOVE - 0.030 0.0450 0.0008 0.983 0.46 0.39 REFINANCE_YOUR_HOME - 0.032 0.0474 0.0015 0.969 0.46 0.00 SUBJ_YOUR_FAMILY - 0.026 0.0399 0.0000 1.000 0.46 0.09 RCVD_AM_PM - 0.030 0.0450 0.0012 0.975 0.46 1.97 PORN_15 - 12.849 19.2495 0.3926 0.980 0.46 0.00 RCVD_IN_SORBS_HTTP - 0.037 0.0543 0.0038 0.934 0.46 0.01 REFINANCE_NOW - 1.742 2.5399 0.1876 0.931 0.46 0.18 HTML_IMAGE_RATIO_04 - 0.024 0.0369 0.0000 1.000 0.45 1.88 BANG_QUOTE - 1.720 2.5102 0.1830 0.932 0.45 0.84 HTML_IMAGE_ONLY_20 - 0.025 0.0369 0.0004 0.990 0.45 1.88 HELO_DYNAMIC_VELOX - 0.029 0.0427 0.0015 0.965 0.45 0.01 FIN_FREE - 0.023 0.0346 0.0000 1.000 0.45 0.23 WITH_LC_SMTP - 0.023 0.0348 0.0004 0.989 0.45 1.79 COMPETE - 0.022 0.0340 0.0000 1.000 0.45 1.86 MSGID_FROM_MTA_HOTMAIL - 0.034 0.0500 0.0042 0.922 0.45 0.34 FROM_NO_USER - 0.132 0.1881 0.0231 0.891 0.45 0.03 URG_BIZ - 0.124 0.1768 0.0223 0.888 0.45 1.51 SOMETHING_FOR_ADULTS - 51.999 78.4712 0.4756 0.994 0.45 0.54 URIBL_WS_SURBL - 0.045 0.0640 0.0081 0.888 0.45 0.00 ACT_NOW_CAPS - 0.022 0.0326 0.0000 1.000 0.45 0.49 HTML_OBFUSCATE_80_90 - 0.029 0.0431 0.0027 0.941 0.44 1.73 CUM_SHOT - 0.039 0.0032 0.1084 0.028 0.44 0.00 BAYES_25 - 0.030 0.0437 0.0031 0.934 0.44 0.00 MEET_SINGLES - 0.025 0.0363 0.0015 0.959 0.44 1.57 NUMERIC_HTTP_ADDR - 0.021 0.0320 0.0000 1.000 0.44 0.20 HTML_OBFUSCATE_90_100 - 1.219 1.7629 0.1592 0.917 0.44 1.00 HTML_IMAGE_ONLY_24 - 13.754 20.6003 0.4291 0.980 0.44 0.00 RCVD_IN_SORBS_MISC - 0.020 0.0308 0.0000 1.000 0.44 1.76 MSGID_SPAM_ZEROES - 0.384 0.5478 0.0654 0.893 0.44 1.39 INVALID_MSGID - 0.021 0.0320 0.0008 0.977 0.44 1.27 EXCUSE_24 - 15.276 22.8917 0.4537 0.981 0.44 1.38 DNS_FROM_RFC_POST - 0.043 0.0610 0.0085 0.878 0.44 1.10 SUBJ_FOR_ONLY - 0.020 0.0304 0.0004 0.988 0.44 1.52 BARGAIN_URL - 0.993 1.4271 0.1484 0.906 0.44 0.00 HTML_TAG_BALANCE_HTML - 0.026 0.0371 0.0031 0.924 0.44 1.86 SELECTED_YOU - 0.019 0.0281 0.0000 1.000 0.43 0.56 FAKED_UNDISC_RECIPS - 0.044 0.0618 0.0092 0.870 0.43 0.00 URI_LONG_HOSTNAME - 0.023 0.0334 0.0019 0.946 0.43 1.70 UNCLAIMED_MONEY - 0.020 0.0300 0.0008 0.975 0.43 1.08 JS_FROMCHARCODE - 42.600 64.2313 0.4979 0.992 0.43 0.63 URIBL_SBL - 0.023 0.0332 0.0019 0.945 0.43 1.75 BLANK_LINES_90_100 - 0.027 0.0391 0.0038 0.910 0.43 1.74 FREE_QUOTE_INSTANT - 0.019 0.0286 0.0008 0.974 0.43 0.14 BE_BOSS - 0.017 0.0265 0.0000 1.000 0.43 0.67 FORGED_TELESP_RCVD - 0.062 0.0873 0.0131 0.870 0.43 0.00 HTML_TAG_EXIST_PARAM - 0.044 0.0612 0.0096 0.864 0.43 0.55 THE_BEST_RATE - 0.017 0.0259 0.0000 1.000 0.43 0.86 MSGID_SPAM_99X9XX99 - 0.033 0.0468 0.0058 0.890 0.43 1.76 GET_PAID - 0.121 0.1703 0.0242 0.875 0.43 0.00 REPLY_TO_ULINE_NUMS - 4.761 7.0234 0.3568 0.952 0.43 0.10 EXCUSE_3 - 0.033 0.0474 0.0062 0.885 0.43 1.78 DOMAIN_4U2 - 0.102 0.1430 0.0211 0.871 0.43 0.08 ADDR_FREE - 0.019 0.0284 0.0012 0.961 0.43 0.47 HTML_SHOUTING7 - 0.016 0.0245 0.0000 1.000 0.43 1.79 SENT_IN_COMPLIANCE - 18.023 27.0363 0.4818 0.982 0.43 1.03 RCVD_IN_NJABL_PROXY - 0.024 0.0344 0.0035 0.909 0.43 1.36 SEDUCTION - 1.014 1.4532 0.1592 0.901 0.43 0.00 HTML_NONELEMENT_10_20 - 0.770 1.0946 0.1369 0.889 0.43 0.59 HOT_NASTY - 0.018 0.0269 0.0012 0.959 0.42 1.78 BUY_DIRECT - 0.031 0.0435 0.0062 0.876 0.42 0.64 JOIN_MILLIONS - 12.771 19.0917 0.4687 0.976 0.42 1.70 MSGID_FROM_MTA_ID - 0.186 0.2627 0.0369 0.877 0.42 0.38 SEE_FOR_YOURSELF - 0.025 0.0356 0.0046 0.885 0.42 0.60 WHILE_YOU_SLEEP - 0.081 0.1140 0.0181 0.863 0.42 0.00 MSGID_NO_HOST - 1.148 1.6460 0.1780 0.902 0.42 0.11 MIME_BOUND_NEXTPART - 0.081 0.1134 0.0181 0.863 0.42 0.00 BLANK_LINES_80_90 - 2.982 4.3467 0.3249 0.930 0.42 0.29 HTML_10_20 - 1.218 1.7467 0.1880 0.903 0.42 0.08 NORMAL_HTTP_TO_IP - 2.855 4.1562 0.3211 0.928 0.42 1.19 PRIORITY_NO_NAME - 0.030 0.0421 0.0062 0.872 0.42 1.76 NIGERIAN_SUBJECT2 - 0.033 0.0462 0.0073 0.864 0.42 0.02 HTML_SHOUTING9 - 0.014 0.0213 0.0000 1.000 0.42 1.39 PREST_NON_ACCREDITED - 0.014 0.0209 0.0000 1.000 0.42 1.36 REMOVE_POSTAL - 0.025 0.0348 0.0050 0.874 0.42 1.77 EXCUSE_4 - 0.015 0.0221 0.0004 0.983 0.42 0.67 HARDCORE_PORN - 0.014 0.0205 0.0000 1.000 0.42 1.79 RESISTANCE_IS_FUTILE - 0.023 0.0326 0.0042 0.885 0.42 0.36 LIVE_PORN - 0.015 0.0225 0.0008 0.967 0.42 0.31 FROM_NONSENDING_DOMAIN - 0.013 0.0201 0.0000 1.000 0.41 0.90 RCVD_BONUS_SPC_DATE - 0.245 0.3459 0.0492 0.875 0.41 0.03 SUB_FREE_OFFER - 0.680 0.9617 0.1323 0.879 0.41 1.12 SUBJ_HAS_UNIQ_ID - 0.070 0.0974 0.0173 0.849 0.41 0.00 HTML_WIN_OPEN - 0.013 0.0196 0.0000 1.000 0.41 0.76 MICRO_CAP_WARNING - 0.016 0.0239 0.0019 0.926 0.41 0.96 HIDDEN_CHARGES - 0.023 0.0320 0.0046 0.874 0.41 0.33 URI_IS_POUND - 0.013 0.0190 0.0000 1.000 0.41 0.91 FAKE_HELO_EUDORAMAIL - 0.013 0.0198 0.0004 0.981 0.41 0.35 MAIL_IN_ORDER_FORM - 6.468 9.5594 0.4506 0.955 0.41 0.50 HTML_20_30 - 0.112 0.1567 0.0261 0.857 0.41 1.11 ITS_LEGAL - 0.012 0.0188 0.0000 1.000 0.41 1.08 YAHOO_RD_REDIR - 0.036 0.0496 0.0096 0.838 0.41 0.02 FREE_PORN - 0.035 0.0478 0.0092 0.838 0.41 1.69 SUBJ_AS_SEEN - 0.012 0.0180 0.0000 1.000 0.41 0.18 DRUG_ED_COMBO - 5.067 7.4604 0.4087 0.948 0.41 0.20 HTML_TEXT_AFTER_HTML - 0.035 0.0482 0.0096 0.834 0.41 0.00 LOW_PAYMENT - 0.085 0.1171 0.0215 0.845 0.41 0.00 EXCUSE_REMOVE - 0.011 0.0174 0.0000 1.000 0.41 0.19 HELO_DYNAMIC_NTL - 13.245 19.7835 0.5187 0.974 0.41 0.03 FORGED_RCVD_NET_HELO - 0.022 0.0310 0.0054 0.852 0.41 0.17 FREE_SAMPLE - 1.833 2.6400 0.2626 0.910 0.41 0.60 REMOVE_PAGE - 2.013 2.8913 0.3030 0.905 0.40 0.00 MIME_BASE64_NO_NAME - 0.012 0.0182 0.0008 0.959 0.40 0.77 AMATEUR_PORN - 0.011 0.0168 0.0000 1.000 0.40 0.95 RATWARE_HASH_DASH - 0.011 0.0166 0.0000 1.000 0.40 0.23 HELO_DYNAMIC_CHELLO_NO - 0.011 0.0166 0.0000 1.000 0.40 0.44 YOU_CAN_SEARCH - 0.055 0.0743 0.0161 0.821 0.40 0.00 LOW_INTEREST - 0.018 0.0255 0.0038 0.869 0.40 0.00 ONE_TIME - 0.011 0.0164 0.0000 1.000 0.40 1.66 NO_MEDICAL - 1.711 2.4611 0.2518 0.907 0.40 0.00 HTML_IMAGE_RATIO_06 - 0.016 0.0231 0.0031 0.883 0.40 1.27 BEEN_TURNED_DOWN - 0.017 0.0245 0.0038 0.864 0.40 1.65 FAKE_HELO_LYCOS - 0.191 0.2661 0.0446 0.856 0.40 1.00 SPF_HELO_SOFTFAIL - 0.010 0.0154 0.0000 1.000 0.40 1.67 HTTP_CTRL_CHARS_HOST - 0.015 0.0213 0.0031 0.874 0.40 0.12 TO_NO_USER - 0.105 0.1452 0.0265 0.846 0.40 0.93 RCVD_IN_NJABL_RELAY - 0.009 0.0142 0.0000 1.000 0.40 0.00 NIGERIAN_BODY_GOVT_3 - 0.203 0.2825 0.0484 0.854 0.40 0.80 DEAR_SOMETHING - 0.012 0.0174 0.0015 0.919 0.40 1.09 BANKRUPTCY - 0.012 0.0170 0.0015 0.917 0.39 0.41 FORGED_MUA_THEBAT_CS - 0.009 0.0000 0.0269 0.000 0.39 -0.10 RCVD_IN_BSP_OTHER - 0.037 0.0504 0.0123 0.804 0.39 0.99 EXTRA_CASH - 0.022 0.0292 0.0065 0.817 0.39 1.68 HEADER_COUNT_CTYPE - 0.009 0.0132 0.0000 1.000 0.39 0.00 RATWARE_JPFREE - 0.012 0.0176 0.0023 0.884 0.39 1.69 BILL_1618 - 0.420 0.5875 0.0927 0.864 0.39 0.02 NO_RDNS_DOTCOM_HELO - 0.010 0.0140 0.0008 0.948 0.39 0.46 PORN_16 - 0.010 0.0146 0.0012 0.927 0.39 0.84 URIBL_PH_SURBL - 0.008 0.0124 0.0000 1.000 0.39 0.00 HELO_DYNAMIC_TELIA - 1.765 2.5189 0.2976 0.894 0.39 0.01 HTML_WEB_BUGS - 15.971 23.7864 0.7590 0.969 0.39 1.53 RCVD_NUMERIC_HELO - 0.073 0.0986 0.0223 0.816 0.39 0.45 RICH - 0.008 0.0122 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM - 0.041 0.0549 0.0142 0.794 0.39 0.00 BAYES_75 - 0.032 0.0427 0.0112 0.793 0.39 0.00 INVALID_DATE_TZ_ABSURD - 0.617 0.8589 0.1469 0.854 0.39 0.00 ORDER_NOW - 0.330 0.4593 0.0781 0.855 0.38 0.65 HTTP_EXCESSIVE_ESCAPES - 0.007 0.0109 0.0000 1.000 0.38 0.00 NONEXISTENT_CHARSET - 0.296 0.4101 0.0731 0.849 0.38 0.04 REMOVE_FROM_LIST - 0.079 0.1079 0.0242 0.817 0.38 0.95 RECEIVE_OFFER - 0.008 0.0122 0.0008 0.941 0.38 0.00 PAY_SITE - 1.027 1.4484 0.2076 0.875 0.38 0.09 X_PRIORITY_HIGH - 0.007 0.0103 0.0000 1.000 0.38 0.00 CABLE_CONVERTER - 0.007 0.0103 0.0000 1.000 0.38 0.00 FORGED_GW05_RCVD - 7.441 10.9722 0.5683 0.951 0.38 0.19 HTML_90_100 - 0.658 0.9182 0.1507 0.859 0.38 0.00 MIME_QP_EXCESSIVE - 0.007 0.0099 0.0000 1.000 0.38 0.00 JAPANESE_UCE_SUBJECT - 0.460 0.6377 0.1130 0.849 0.38 0.01 HTML_FONT_FACE_BAD - 0.007 0.0101 0.0004 0.963 0.38 0.00 FREE_GRANT - 0.007 0.0109 0.0008 0.934 0.38 0.00 NO_CATCH - 0.006 0.0095 0.0000 1.000 0.38 0.00 FORGED_AOL_RCVD - 0.009 0.0128 0.0019 0.870 0.38 0.00 MULTI_REMOVAL_1WORD - 5.828 8.5584 0.5144 0.943 0.38 0.00 MISSING_MIMEOLE - 0.009 0.0122 0.0015 0.888 0.38 0.00 EARNINGS - 0.006 0.0093 0.0000 1.000 0.38 0.00 INVALUABLE_MARKETING - 1.360 1.9253 0.2599 0.881 0.38 0.00 SAVE_MONEY - 0.020 0.0257 0.0077 0.770 0.38 0.81 CELL_PHONE_IMPROVE - 0.055 0.0729 0.0204 0.782 0.38 0.26 BEST_PORN - 0.006 0.0091 0.0000 1.000 0.38 0.00 JODY - 0.006 0.0091 0.0000 1.000 0.38 0.00 COPY_ACCURATELY - 0.031 0.0401 0.0123 0.765 0.38 0.00 ALL_CAPS_GUAR - 0.009 0.0124 0.0019 0.866 0.38 0.00 FAKE_HELO_YAHOO_CA - 0.018 0.0235 0.0069 0.773 0.38 0.50 SUBJ_2_CREDIT - 0.722 1.0051 0.1723 0.854 0.38 0.00 CLICK_BELOW_CAPS - 1.783 2.5241 0.3414 0.881 0.38 0.04 HTML_TITLE_EMPTY - 0.006 0.0089 0.0000 1.000 0.38 0.00 ORDER_REPORT - 0.006 0.0089 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL - 0.006 0.0089 0.0000 1.000 0.38 0.00 TO_RECIP_MARKER - 0.013 0.0168 0.0042 0.799 0.38 1.18 FREE_MEMBERSHIP - 1.169 1.6493 0.2353 0.875 0.38 0.00 HTML_IMAGE_RATIO_08 - 0.006 0.0093 0.0004 0.960 0.38 0.00 OUR_AFFILIATE_PARTNERS - 0.006 0.0087 0.0000 1.000 0.37 0.00 USERNAME_IN_SUBJECT - 0.012 0.0166 0.0042 0.797 0.37 0.86 EARN_PER_WEEK - 0.007 0.0095 0.0008 0.925 0.37 0.00 NONSECURED_CREDIT - 0.006 0.0085 0.0000 1.000 0.37 0.00 PORN_URL_PANT - 0.006 0.0085 0.0000 1.000 0.37 0.00 FORGED_MUA_APPLEMAIL - 0.012 0.0160 0.0042 0.791 0.37 1.57 PORN_CELEBRITY - 2.089 2.9773 0.3603 0.892 0.37 0.00 MSGID_FROM_MTA_HEADER - 0.041 0.0541 0.0165 0.766 0.37 0.00 LINK_TO_NO_SCHEME - 4.914 7.1971 0.4714 0.939 0.37 0.15 HTML_TEXT_AFTER_BODY - 0.012 0.0156 0.0042 0.787 0.37 0.00 BARELY_LEGAL - 0.304 0.4156 0.0854 0.830 0.37 0.00 SAVE_UP_TO - 0.008 0.0117 0.0023 0.835 0.37 0.00 LONG_DISTANCE - 14.451 21.3959 0.9347 0.958 0.37 0.02 RCVD_BY_IP - 0.005 0.0073 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA - 0.005 0.0073 0.0000 1.000 0.37 0.00 MDAEMON_2_7_4 - 0.005 0.0071 0.0000 1.000 0.37 0.00 FORGED_JUNO_FROM - 0.075 0.0998 0.0261 0.792 0.37 0.00 ENTITY_DEC_SPACE - 0.004 0.0065 0.0000 1.000 0.37 0.00 NO_GIMMICK - 0.096 0.1294 0.0308 0.808 0.37 0.00 MIME_BASE64_LATIN - 56.104 83.9836 1.8417 0.979 0.37 1.49 RAZOR2_CF_RANGE_51_100 - 0.007 0.0101 0.0023 0.814 0.37 0.00 BILL_SECTION - 0.005 0.0077 0.0008 0.909 0.37 0.00 LESBIAN - 0.004 0.0063 0.0000 1.000 0.37 0.00 MSGID_3_DOLLARS - 0.004 0.0063 0.0000 1.000 0.37 0.00 RATWARE_VC_IPA - 0.344 0.4733 0.0911 0.839 0.37 0.22 EXTRA_MPART_TYPE - 5.505 8.0458 0.5591 0.935 0.37 0.07 DNS_FROM_AHBL_RHSBL - 41.957 62.6268 1.7275 0.973 0.36 1.16 MIME_HTML_ONLY - 0.009 0.0121 0.0035 0.777 0.36 0.00 APPLY_ONLINE - 1.715 2.4190 0.3441 0.875 0.36 0.23 INVALID_DATE - 0.004 0.0063 0.0004 0.943 0.36 0.00 CANNOT_BE_SPAM - 0.006 0.0085 0.0015 0.847 0.36 0.00 SERIOUS_ONLY - 18.494 27.4278 1.1070 0.961 0.36 0.01 MIME_HTML_NO_CHARSET - 0.004 0.0053 0.0000 1.000 0.36 0.00 BTAMAIL_URL - 0.004 0.0053 0.0000 1.000 0.36 0.00 NIGERIAN_SCAM_VIRTUE - 0.014 0.0176 0.0065 0.729 0.36 0.00 ACCEPT_CREDIT_CARDS - 0.006 0.0079 0.0015 0.837 0.36 0.00 FREE_PASSWORD - 0.013 0.0160 0.0058 0.735 0.36 1.50 NO_DISAPPOINTMENT - 0.005 0.0073 0.0012 0.864 0.36 0.00 NIGERIAN_SUBJECT1 - 12.366 18.2335 0.9466 0.951 0.36 0.23 HTML_FONT_BIG - 0.200 0.2695 0.0650 0.806 0.36 0.00 HTML_EVENT_UNSAFE - 0.112 0.1495 0.0392 0.792 0.36 1.49 FROM_STARTS_WITH_NUMS - 55.815 83.4460 2.0359 0.976 0.36 0.15 RAZOR2_CHECK - 0.004 0.0053 0.0004 0.933 0.36 0.00 MEGA_SITE - 0.069 0.0905 0.0261 0.776 0.36 0.05 DO_IT_TODAY - 0.003 0.0047 0.0000 1.000 0.36 0.00 TO_TXT - 0.412 0.5630 0.1184 0.826 0.36 0.41 US_DOLLARS_3 - 0.004 0.0051 0.0004 0.930 0.36 0.00 GET_STARTED_NOW - 0.003 0.0049 0.0004 0.928 0.36 0.00 X_PRI_MISMATCH_HI - 0.026 0.0322 0.0127 0.717 0.36 0.00 HTML_SHOUTING6 - 0.008 0.0109 0.0038 0.739 0.36 0.00 HTML_ALL_CAPS - 0.003 0.0041 0.0000 1.000 0.36 0.00 NIGERIAN_SUBJECT6 - 0.003 0.0041 0.0000 1.000 0.36 0.00 FAKE_HELO_MAILCITY - 0.006 0.0075 0.0019 0.796 0.36 0.00 SEX_FEST - 0.004 0.0061 0.0012 0.842 0.36 0.00 LYING_EYES - 0.010 0.0122 0.0046 0.726 0.36 0.69 TARGETED - 0.003 0.0040 0.0000 1.000 0.36 0.00 RECEIVED_IDENT_SQUID - 0.003 0.0043 0.0004 0.919 0.36 0.00 YAHOO_SRD_REDIR - 0.002 0.0038 0.0000 1.000 0.36 0.00 INTL_DRIVERS_LICENSE - 0.002 0.0038 0.0000 1.000 0.36 0.00 X_PMFLAGS_PRESENT - 0.002 0.0036 0.0000 1.000 0.35 0.00 MSGID_THREESIXSIX - 0.014 0.0174 0.0077 0.693 0.35 1.48 CELL_PHONE_FREE - 0.010 0.0126 0.0054 0.701 0.35 0.45 INITIAL_INVEST - 0.301 0.4099 0.0888 0.822 0.35 0.00 ENTITY_DEC_OTHER - 0.002 0.0034 0.0000 1.000 0.35 0.00 SAFEGUARD_NOTICE - 0.011 0.0132 0.0058 0.697 0.35 1.50 START_NOW_CAPS - 1.905 2.6841 0.3880 0.874 0.35 0.00 HTML_NONELEMENT_00_10 - 0.277 0.3746 0.0880 0.810 0.35 0.02 MISSING_DATE - 0.221 0.2975 0.0727 0.804 0.35 0.00 SUBJ_FREE_CAP - 0.002 0.0036 0.0004 0.902 0.35 0.00 NOT_ML_MARKETING - 0.002 0.0028 0.0000 1.000 0.35 0.00 LOTS_OF_CC_LINES - 0.002 0.0028 0.0000 1.000 0.35 0.00 USE_IDENTITY - 0.009 0.0113 0.0050 0.693 0.35 0.00 FIND_ANYTHING - 0.002 0.0026 0.0000 1.000 0.35 0.00 BZ_TLD - 0.017 0.0209 0.0100 0.677 0.35 0.42 MILLION_EMAIL - 0.269 0.3615 0.0877 0.805 0.35 1.08 DATE_IN_PAST_96_XX - 0.003 0.0036 0.0008 0.822 0.35 0.00 INCOME - 0.002 0.0024 0.0000 1.000 0.35 0.00 OUR_STRICT_ANTI - 0.002 0.0024 0.0000 1.000 0.35 0.00 STOP_SNORING - 0.002 0.0034 0.0008 0.814 0.35 0.00 THIS_IS_AN_AD - 0.002 0.0026 0.0004 0.870 0.35 0.00 FORGED_MUA_MSN - 0.001 0.0020 0.0000 1.000 0.35 0.00 WALAA - 0.710 0.9723 0.1999 0.829 0.35 0.02 HTML_IMAGE_RATIO_12 - 0.001 0.0018 0.0000 1.000 0.35 0.00 TO_INVESTORS - 0.001 0.0018 0.0000 1.000 0.35 0.00 READ_TO_END - 0.001 0.0018 0.0000 1.000 0.35 0.00 RATWARE_SCREWUP_1 - 0.001 0.0018 0.0000 1.000 0.35 0.00 FAKE_HELO_CARAMAIL - 0.006 0.0073 0.0035 0.679 0.35 0.00 HTML_SHOUTING8 - 0.002 0.0022 0.0004 0.850 0.35 0.00 FORGED_YAHOO_RCVD_SMTP - 0.001 0.0016 0.0000 1.000 0.35 0.00 BTAMAIL_HEADER - 0.002 0.0030 0.0012 0.720 0.34 0.00 SUBJ_DOUBLE_YOUR - 5.323 7.6807 0.7340 0.913 0.34 0.09 HTML_40_50 - 0.001 0.0014 0.0000 1.000 0.34 0.00 NOT_INTENDED - 0.001 0.0014 0.0000 1.000 0.34 0.00 MORTGAGE_LINKS - 0.001 0.0014 0.0000 1.000 0.34 0.00 X_ENC_PRESENT - 0.001 0.0014 0.0000 1.000 0.34 0.00 RATWARE_EVAMAIL - 0.008 0.0097 0.0054 0.643 0.34 0.00 UP_TO_OR_MORES - 0.005 0.0059 0.0031 0.658 0.34 0.00 NO_INVENTORY - 0.528 0.7151 0.1649 0.813 0.34 0.03 LOTS_OF_STUFF - 0.001 0.0012 0.0000 1.000 0.34 0.00 APPLY_FREE - 0.001 0.0012 0.0000 1.000 0.34 0.00 FRIEND_PUBLIC - 0.001 0.0012 0.0000 1.000 0.34 0.00 HIDDEN_ASSETS - 0.001 0.0012 0.0000 1.000 0.34 0.00 HELO_DYNAMIC_TDS - 0.001 0.0012 0.0000 1.000 0.34 0.00 RECEIVED_CACHEFLOW - 52.616 75.7199 7.6495 0.908 0.34 0.00 HTML_MESSAGE - 0.001 0.0016 0.0004 0.804 0.34 0.00 RATWARE_IMKTG - 2.021 2.8473 0.4118 0.874 0.34 1.39 UNDISC_RECIPS - 0.001 0.0010 0.0000 1.000 0.34 0.00 CHANGE_TERMS - 0.001 0.0010 0.0000 1.000 0.34 0.00 BUY_JUDGEMENTS - 0.001 0.0010 0.0000 1.000 0.34 0.00 WEALTH - 0.001 0.0010 0.0000 1.000 0.34 0.00 FURTHER_TRANSMISSIONS - 0.002 0.0028 0.0015 0.643 0.34 0.00 NO_INVESTMENT - 0.001 0.0018 0.0008 0.698 0.34 0.00 FREE_INVESTMENT - 0.001 0.0008 0.0000 1.000 0.34 0.00 MORTGAGE_WAITING - 0.001 0.0008 0.0000 1.000 0.34 0.00 MSGID_4NUMS_DOLLAR - 0.001 0.0008 0.0000 1.000 0.34 0.00 RATWARE_OE_PI - 0.001 0.0008 0.0000 1.000 0.34 0.00 MSGID_SPAM_1 - 0.001 0.0008 0.0000 1.000 0.34 0.00 CREDITORS_CALLING - 0.165 0.2165 0.0642 0.771 0.34 0.00 SAVINGS - 0.106 0.1397 0.0419 0.769 0.34 0.77 DEAR_FRIEND - 0.000 0.0006 0.0000 1.000 0.34 0.00 NO_SELLING - 0.000 0.0006 0.0000 1.000 0.34 0.00 FORGED_RCVD_FROM_NUM - 0.002 0.0024 0.0015 0.607 0.34 0.00 FREE_INSTALL - 0.000 0.0004 0.0000 1.000 0.34 0.00 FRIEND_AT_PUBLIC - 0.000 0.0004 0.0000 1.000 0.34 0.00 RATWARE_MMAILER - 0.000 0.0004 0.0000 1.000 0.34 0.00 RUSSIAN_UCE_SUBJECT - 0.000 0.0004 0.0000 1.000 0.34 0.00 RCVD_IN_NJABL_CGI - 0.686 0.9324 0.2057 0.819 0.34 0.00 MANY_EXCLAMATIONS - 5.726 8.2245 0.8620 0.905 0.34 0.10 HTML_50_60 - 0.001 0.0008 0.0004 0.673 0.34 0.00 DIG_UP_INFO - 0.014 0.0166 0.0096 0.633 0.34 1.41 REPLY_TO_EMPTY - 0.000 0.0002 0.0000 1.000 0.34 0.00 MSGID_SPAM_6LETTER - 0.000 0.0002 0.0000 1.000 0.34 0.00 HTTP_ENTITIES_HOST - 0.000 0.0002 0.0000 1.000 0.34 0.00 SUBJ_FREE_INSTANT - 0.000 0.0002 0.0000 1.000 0.34 0.00 RATWARE_EMPTY_HELO - 0.000 0.0002 0.0000 1.000 0.34 0.00 MORTGAGE_NETWORK - 0.000 0.0002 0.0000 1.000 0.34 0.00 NEVER_ANOTHER - 0.000 0.0000 0.0000 0.500 0.34 0.00 - 0.000 0.0000 0.0000 0.500 0.34 0.00 DATE_YEAR_ZERO_FIRST - 0.000 0.0000 0.0000 0.500 0.34 2.50 HEAD_LONG - 0.000 0.0000 0.0000 0.500 0.34 0.00 SUBJ_HAS_TIME_ID - 0.000 0.0000 0.0000 0.500 0.34 0.00 ID_UNIQUE - 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_DIFFOND - 0.000 0.0000 0.0000 0.500 0.34 0.00 NO_DNS_FOR_FROM - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_LIST_UNSUBSCRIBE - 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_XMAILER - 0.000 0.0000 0.0000 0.500 0.34 0.00 TO_FILENAME - 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_BAD_REFS - 0.000 0.0000 0.0000 0.500 0.34 0.00 PRIORITY_MAIL - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_RSS - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_SORBS_BLOCK - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_DUL - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_RBL - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_PRECEDENCE_REF - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_NJABL_MULTI - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAILER_GIBBERISH - 0.000 0.0000 0.0000 0.500 0.34 0.00 NO_MIDDLEMAN - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_BY_QVES_COM - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_6_CAPS_ESMTP_ID - 0.000 0.0000 0.0000 0.500 0.34 0.00 VAR_REF_IN_RECEIVED - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_SERV_HOST_PRESENT - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_STORMPOST_TO - 0.000 0.0000 0.0000 0.500 0.34 0.00 SUBJ_RIPPED - 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_NML - 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAIL_ID_PRESENT - 0.000 0.0004 0.0004 0.507 0.34 0.00 EXCUSE_22 - 0.003 0.0028 0.0023 0.545 0.34 0.00 BUGGY_CGI - 0.009 0.0097 0.0065 0.597 0.34 0.00 AOL_USERS_LINK - 0.001 0.0012 0.0012 0.507 0.34 0.00 ONCE_IN_LIFETIME - 1.132 1.5403 0.3372 0.820 0.34 0.21 DATE_IN_PAST_06_12 - 0.000 0.0002 0.0004 0.339 0.34 0.00 EXCUSE_21 - 0.023 0.0273 0.0146 0.651 0.33 0.89 YOUR_INCOME - 0.002 0.0024 0.0023 0.507 0.33 0.00 NEW_CUSTOMER - 0.909 1.2264 0.2907 0.808 0.33 0.00 HTML_BACKHAIR_1 - 0.001 0.0012 0.0015 0.435 0.33 0.00 DRUG_ED_HERBAL - 0.000 0.0002 0.0008 0.204 0.33 0.00 SUBJ_NOW_ONLY - 0.250 0.3315 0.0900 0.787 0.33 0.25 RISK_FREE - 0.334 0.4474 0.1142 0.797 0.33 0.00 LIMITED_TIME_ONLY - 0.105 0.1361 0.0438 0.756 0.33 0.75 ADDR_NUMS_AT_BIGSITE - 0.002 0.0018 0.0023 0.435 0.33 0.00 IDENT_NOBODY - 4.380 6.3210 0.6017 0.913 0.33 0.00 HTML_BADTAG_00_10 - 0.086 0.1098 0.0392 0.737 0.33 0.00 COMPLETELY_FREE - 0.046 0.0563 0.0254 0.689 0.33 0.00 ML_MARKETING - 4.077 5.8755 0.5771 0.911 0.33 0.06 HTML_30_40 - 0.032 0.0383 0.0200 0.657 0.33 0.00 FREE_ACCESS - 0.195 0.2570 0.0757 0.772 0.33 0.93 UPPERCASE_50_75 - 0.002 0.0022 0.0031 0.414 0.33 0.00 FROM_HAS_MIXED_NUMS2 - 0.008 0.0089 0.0073 0.549 0.33 0.00 MIME_BOUND_DIGITS_7 - 6.848 9.6957 1.3053 0.881 0.33 0.00 HTML_70_80 - 8.139 11.4171 1.7598 0.866 0.33 0.00 HTML_80_90 - 0.101 0.1306 0.0442 0.747 0.32 0.82 RCVD_IN_SORBS_ZOMBIE - 0.030 0.0348 0.0200 0.635 0.32 0.00 EXCUSE_12 - 0.004 0.0040 0.0050 0.441 0.32 0.00 MIME_BOUND_MA - 0.333 0.4403 0.1238 0.781 0.32 0.56 NO_OBLIGATION - 21.889 26.9543 12.0292 0.691 0.32 0.37 DNS_FROM_RFC_ABUSE - 3.587 5.1104 0.6213 0.892 0.32 0.00 MISSING_OUTLOOK_NAME - 0.021 0.0237 0.0161 0.595 0.32 0.00 CONGRATULATIONS - 0.611 0.8175 0.2080 0.797 0.32 0.36 SUBJ_ALL_CAPS - 0.013 0.0142 0.0119 0.544 0.32 1.20 NO_QS_ASKED - 0.251 0.3305 0.0961 0.775 0.32 0.05 FROM_WEBMAIL_END_NUMS6 - 0.041 0.0490 0.0254 0.659 0.32 1.29 SUBJ_YOUR_OWN - 0.006 0.0049 0.0069 0.416 0.31 0.00 BANG_BOSS - 2.750 3.8678 0.5740 0.871 0.31 0.23 HTML_TAG_EXIST_TBODY - 5.170 7.2968 1.0308 0.876 0.31 0.03 HTML_60_70 - 0.002 0.0002 0.0046 0.041 0.31 0.00 MIME_BOUND_HEX_24 - 0.611 0.8054 0.2315 0.777 0.31 0.86 PLING_QUERY - 4.307 6.0495 0.9143 0.869 0.30 0.00 MIME_QP_LONG_LINE - 0.136 0.1697 0.0696 0.709 0.30 0.00 EXCUSE_15 - 5.522 7.5691 1.5387 0.831 0.30 0.00 HTML_LINK_CLICK_HERE - 0.111 0.1377 0.0577 0.705 0.30 0.00 ALL_CAP_FOR_ADULTS - 0.003 0.0008 0.0062 0.114 0.30 0.00 WE_HATE_SPAM2 - 18.744 13.3440 29.2532 0.313 0.30 0.05 FORGED_RCVD_HELO - 0.835 1.0865 0.3449 0.759 0.29 1.20 DATE_IN_FUTURE_06_12 - 0.193 0.2446 0.0927 0.725 0.29 0.80 HTML_FONT_FACE_CAPS - 5.798 7.5827 2.3231 0.765 0.29 0.00 LINES_OF_YELLING - 0.863 1.1219 0.3583 0.758 0.29 0.00 HTTP_WITH_EMAIL_IN_URL - 6.616 8.1143 3.7000 0.687 0.29 0.00 CLICK_BELOW - 0.095 0.1128 0.0611 0.649 0.28 0.03 OPTING_OUT_CAPS - 1.513 2.0367 0.4941 0.805 0.28 0.00 DATE_IN_PAST_03_06 - 0.136 0.1616 0.0854 0.654 0.27 0.00 WHILE_SUPPLIES - 1.932 2.5820 0.6682 0.794 0.27 0.41 SPF_HELO_FAIL - 0.052 0.0569 0.0419 0.576 0.27 1.11 FULL_REFUND - 0.013 0.0109 0.0173 0.386 0.27 0.02 DIRECT_EMAIL - 0.060 0.0672 0.0458 0.595 0.27 0.00 EXCUSE_11 - 0.205 0.2489 0.1184 0.678 0.27 0.00 EARN_MONEY - 0.450 0.5632 0.2307 0.709 0.26 0.00 HTML_IMAGE_RATIO_10 - 0.042 0.0454 0.0365 0.554 0.26 0.00 HTML_TITLE_EXTRA - 0.053 0.0579 0.0446 0.565 0.26 0.27 YOU_WON - 0.074 0.0846 0.0542 0.609 0.26 0.36 EXCUSE_19 - 0.219 0.2621 0.1338 0.662 0.26 0.15 EXCUSE_7 - 0.010 0.0063 0.0165 0.277 0.26 0.20 FROM_AND_TO_SAME - 2.368 3.0567 1.0277 0.748 0.26 0.00 URI_REDIRECTOR - 0.435 0.5379 0.2342 0.697 0.25 0.00 FREE_TRIAL - 0.017 0.0140 0.0227 0.382 0.25 0.00 X_ESMTP - 0.453 0.5604 0.2434 0.697 0.25 0.00 SB_NEW_BULK - 0.630 0.7732 0.3510 0.688 0.25 0.00 HTML_JAVASCRIPT - 1.633 2.0946 0.7340 0.741 0.25 0.21 UPPERCASE_25_50 - 7.047 5.7903 9.4935 0.379 0.25 0.18 NO_REAL_NAME - 0.538 0.6493 0.3199 0.670 0.25 0.00 HTML_EVENT - 0.335 0.4077 0.1926 0.679 0.25 0.00 NO_COST - 3.729 3.7605 3.6665 0.506 0.24 0.52 FROM_ENDS_IN_NUMS - 1.453 1.8014 0.7740 0.699 0.23 0.00 LINES_OF_YELLING_2 - 0.613 0.7343 0.3760 0.661 0.22 0.00 SB_NSP_VOLUME_SPIKE - 0.085 0.0887 0.0784 0.531 0.22 0.00 WORK_AT_HOME - 0.333 0.3870 0.2272 0.630 0.22 0.51 WEIRD_PORT - 0.098 0.1023 0.0888 0.535 0.22 0.00 CASHCASHCASH - 0.048 0.0437 0.0577 0.431 0.21 0.00 NO_PURCHASE - 0.203 0.2197 0.1711 0.562 0.21 0.00 HTML_IMAGE_RATIO_14 - 0.504 0.5772 0.3603 0.616 0.20 0.43 PLING_PLING - 0.221 0.2367 0.1907 0.554 0.19 0.10 RAZOR2_CF_RANGE_11_50 - 0.447 0.4935 0.3560 0.581 0.19 0.00 LINES_OF_YELLING_3 - 1.215 1.3473 0.9582 0.584 0.19 0.00 MAILTO_WITH_SUBJ - 0.596 0.6867 0.4183 0.621 0.19 0.00 US_DOLLARS_2 - 1.231 1.3666 0.9670 0.586 0.19 0.00 SPF_FAIL - 0.012 0.0036 0.0273 0.115 0.19 0.00 MIME_BOUND_DASH_DIGIT - 0.444 0.4842 0.3660 0.569 0.18 0.00 DATE_IN_PAST_12_24 - 0.613 0.6902 0.4641 0.598 0.17 0.84 SPF_SOFTFAIL - 0.559 0.6171 0.4456 0.581 0.17 0.30 FROM_HAS_MIXED_NUMS - 0.464 0.4955 0.4033 0.551 0.17 0.00 MISSING_HEADERS - 0.026 0.0136 0.0496 0.216 0.15 0.00 JAVASCRIPT_URI - 0.027 0.0132 0.0527 0.201 0.14 0.00 NO_EXPERIENCE - 0.166 0.1458 0.2065 0.414 0.13 0.49 OPTING_OUT - 0.330 0.3086 0.3710 0.454 0.12 0.00 FOR_FREE - 0.189 0.1547 0.2549 0.378 0.11 0.30 DATE_IN_PAST_24_48 - 0.047 0.0253 0.0904 0.219 0.10 0.00 MIME_QP_DEFICIENT - 0.636 0.5529 0.7963 0.410 0.10 0.47 TO_ADDRESS_EQ_REAL - 0.243 0.1847 0.3560 0.342 0.09 0.00 BANG_MONEY - 0.613 0.5036 0.8251 0.379 0.09 0.00 EXCUSE_1 - 1.120 0.6950 1.9467 0.263 0.08 0.00 MAILTO_TO_SPAM_ADDR - 0.171 0.1233 0.2626 0.319 0.08 0.36 FROM_HAS_ULINE_NUMS - 0.077 0.0399 0.1503 0.210 0.07 0.26 DATE_IN_PAST_48_96 - 0.302 0.2211 0.4587 0.325 0.05 0.00 NO_FEE - 0.186 0.0974 0.3595 0.213 0.02 0.00 BAYES_50 - 0.073 0.0203 0.1753 0.104 0.01 0.00 MIME_QP_NO_CHARSET - 0.219 0.1187 0.4149 0.223 0.00 0.00 TO_EMPTY - 0.038 0.0012 0.1107 0.011 0.00 0.00 MIME_BOUND_DIGITS_4 + 176402 123290 53112 0.699 0.00 0.00 (all messages) +100.000 69.8915 30.1085 0.699 0.00 0.00 (all messages as %) + 17.858 25.5495 0.0019 1.000 1.00 3.60 URIBL_SC_SURBL + 10.679 15.2794 0.0000 1.000 0.99 3.60 MIME_BOUND_DD_DIGITS + 13.709 19.6131 0.0038 1.000 0.99 3.20 RCVD_HELO_IP_MISMATCH + 34.349 49.1410 0.0113 1.000 0.99 3.36 URIBL_JP_SURBL + 17.579 25.1480 0.0075 1.000 0.98 3.11 RCVD_IN_XBL + 7.739 11.0723 0.0000 1.000 0.98 3.36 SUBJ_ILLEGAL_CHARS + 9.889 14.1471 0.0038 1.000 0.98 3.31 URIBL_AB_SURBL + 5.563 7.9593 0.0000 1.000 0.96 2.51 FORGED_OUTLOOK_HTML + 5.436 7.7784 0.0000 1.000 0.96 3.52 MSGID_SPAM_CAPS + 5.017 7.1782 0.0000 1.000 0.96 3.46 RCVD_DOUBLE_IP_SPAM + 7.006 10.0219 0.0056 0.999 0.96 3.36 HELO_DYNAMIC_IPADDR + 4.837 6.9203 0.0000 1.000 0.95 3.52 X_MESSAGE_INFO + 4.460 6.3801 0.0038 0.999 0.94 1.86 RATWARE_OUTLOOK_NONAME + 4.165 5.9599 0.0000 1.000 0.93 3.36 FORGED_MUA_OUTLOOK + 4.218 6.0337 0.0019 1.000 0.93 2.17 MSGID_RANDY + 6.395 9.1443 0.0132 0.999 0.93 0.28 HTML_SHORT_LINK_IMG_1 + 4.491 6.4223 0.0075 0.999 0.93 2.18 REPTO_QUOTE_YAHOO + 4.391 6.2795 0.0075 0.999 0.92 2.83 PYZOR_CHECK + 60.590 86.6761 0.0358 1.000 0.92 0.00 BAYES_99 + 4.159 5.9478 0.0056 0.999 0.92 2.96 LONGWORDS + 3.621 5.1797 0.0038 0.999 0.92 2.05 DRUGS_ERECTILE_OBFU + 5.784 8.2675 0.0188 0.998 0.91 2.71 RCVD_IN_SBL + 3.154 4.5129 0.0000 1.000 0.91 3.36 MIME_BAD_ISO_CHARSET + 36.313 51.9393 0.0377 0.999 0.91 2.62 URIBL_OB_SURBL + 3.021 4.3223 0.0000 1.000 0.91 2.66 HELO_DYNAMIC_DHCP + 3.343 4.7814 0.0038 0.999 0.91 2.37 FORGED_OUTLOOK_TAGS + 4.353 6.2219 0.0132 0.998 0.90 2.44 HTML_IMAGE_ONLY_08 + 3.977 5.6866 0.0094 0.998 0.90 1.82 RCVD_IN_SORBS_SOCKS + 2.644 3.7830 0.0000 1.000 0.90 3.28 HELO_DYNAMIC_HCC + 2.737 3.9160 0.0019 1.000 0.90 1.82 DATE_SPAMWARE_Y2K + 2.611 3.7359 0.0000 1.000 0.90 3.09 RATWARE_ZERO_TZ + 4.529 6.4725 0.0188 0.997 0.90 1.38 RATWARE_MS_HASH + 2.895 4.1390 0.0056 0.999 0.89 3.21 HELO_DYNAMIC_IPADDR2 + 2.488 3.5599 0.0000 1.000 0.89 3.24 URI_NO_WWW_INFO_CGI + 2.553 3.6524 0.0019 0.999 0.89 3.28 RATWARE_NAME_ID + 2.658 3.8008 0.0056 0.999 0.89 2.16 MSGID_DOLLARS + 2.327 3.3295 0.0000 1.000 0.88 3.28 FROM_ILLEGAL_CHARS + 2.235 3.1982 0.0000 1.000 0.88 1.27 MSGID_YAHOO_CAPS + 2.488 3.5583 0.0038 0.999 0.88 2.15 REMOVE_BEFORE_LINK + 3.016 4.3110 0.0113 0.997 0.88 2.87 DNS_FROM_RFC_DSN + 2.442 3.4926 0.0038 0.999 0.88 2.89 NO_PRESCRIPTION + 5.580 7.9698 0.0320 0.996 0.88 2.33 FROM_LOCAL_NOVOWEL + 3.167 4.5251 0.0151 0.997 0.87 0.95 HTML_SHORT_LINK_IMG_2 + 2.094 2.9954 0.0000 1.000 0.87 3.20 MSGID_DOLLARS_RANDOM + 2.655 3.7943 0.0113 0.997 0.87 0.05 DRUGS_ANXIETY + 9.334 13.3360 0.0452 0.997 0.86 2.15 RCVD_IN_WHOIS_INVALID + 2.067 2.9573 0.0019 0.999 0.86 0.10 DRUGS_ANXIETY_EREC + 2.025 2.8980 0.0000 1.000 0.86 3.12 HEADER_SPAM + 2.689 3.8405 0.0151 0.996 0.86 1.15 HTTP_EXCESSIVE_ESCAPES + 2.070 2.9605 0.0038 0.999 0.86 2.96 INVESTMENT_ADVICE + 2.042 2.9208 0.0019 0.999 0.86 1.43 HTML_TINY_FONT + 3.115 4.4480 0.0207 0.995 0.85 0.23 DIGEST_MULTIPLE + 1.913 2.7358 0.0019 0.999 0.85 0.73 FUZZY_VPILL + 1.998 2.8559 0.0056 0.998 0.85 0.61 FUZZY_VLIUM + 1.711 2.4479 0.0000 1.000 0.84 3.16 FORGED_MSGID_YAHOO + 3.521 5.0255 0.0282 0.994 0.84 1.64 HTML_IMAGE_ONLY_12 + 1.881 2.6896 0.0038 0.999 0.84 0.53 INTERRUPTUS + 1.582 2.2630 0.0000 1.000 0.83 1.38 MSGID_MULTIPLE_AT + 2.175 3.1049 0.0151 0.995 0.83 1.34 UNIQUE_WORDS + 1.899 2.7139 0.0075 0.997 0.83 0.88 FUZZY_CPILL + 1.442 2.0626 0.0000 1.000 0.82 0.00 DRUGS_ANXIETY_OBFU + 1.431 2.0472 0.0000 1.000 0.82 1.59 FUZZY_VICODIN + 3.480 4.9631 0.0358 0.993 0.82 1.47 SPF_SOFTFAIL + 1.844 2.6328 0.0132 0.995 0.81 0.13 HTML_BACKHAIR_8 + 4.355 6.2114 0.0471 0.992 0.81 0.50 RAZOR2_CF_RANGE_51_100 + 1.825 2.6052 0.0132 0.995 0.81 2.60 NO_DNS_FOR_FROM + 4.210 6.0029 0.0471 0.992 0.81 0.50 RAZOR2_CHECK + 1.673 2.3887 0.0113 0.995 0.81 0.99 DRUGS_DIET + 7.940 11.3294 0.0734 0.994 0.80 0.10 DRUGS_ERECTILE + 1.758 2.5095 0.0151 0.994 0.80 0.00 BAYES_95 + 1.247 1.7828 0.0019 0.999 0.80 3.04 ADVANCE_FEE_4 + 21.953 31.3724 0.0885 0.997 0.80 1.99 RCVD_IN_SORBS_DUL + 3.937 5.6128 0.0471 0.992 0.80 1.52 MIME_BASE64_TEXT + 1.433 2.0464 0.0075 0.996 0.80 1.76 ADVANCE_FEE_3 + 1.112 1.5914 0.0000 1.000 0.79 2.96 DRUGS_PAIN_OBFU + 1.166 1.6668 0.0019 0.999 0.79 0.02 DRUGS_MANYKINDS + 1.501 2.1421 0.0113 0.995 0.79 2.64 FUZZY_XPILL + 2.241 3.1933 0.0301 0.991 0.79 0.00 RCVD_IN_SORBS_MISC + 1.169 1.6717 0.0038 0.998 0.79 1.85 X_IP + 1.229 1.7560 0.0056 0.997 0.79 1.53 SORTED_RECIPS + 1.040 1.4875 0.0000 1.000 0.79 2.96 FUZZY_MORTGAGE + 1.039 1.4867 0.0000 1.000 0.79 1.44 PERCENT_RANDOM + 1.906 2.7155 0.0264 0.990 0.78 2.32 DATE_IN_FUTURE_12_24 + 1.961 2.7942 0.0282 0.990 0.78 0.00 BAYES_80 + 1.024 1.4648 0.0019 0.999 0.78 1.52 HEAD_ILLEGAL_CHARS + 1.166 1.6652 0.0075 0.995 0.78 1.03 SUBJECT_DRUG_GAP_C + 1.008 1.4413 0.0019 0.999 0.77 2.70 HTML_EXTRA_CLOSE + 0.946 1.3537 0.0000 1.000 0.77 1.03 FORGED_MUA_AOL_FROM + 0.988 1.4129 0.0019 0.999 0.77 2.87 SUBJECT_FUZZY_MEDS + 1.024 1.4632 0.0038 0.997 0.77 2.96 FUZZY_GUARANTEE + 3.369 4.7968 0.0546 0.989 0.77 1.00 URI_NOVOWEL + 0.934 1.3359 0.0000 1.000 0.77 2.88 FUZZY_PRESCRIPT + 0.961 1.3740 0.0019 0.999 0.77 2.88 HTML_IMAGE_ONLY_04 + 0.928 1.3278 0.0000 1.000 0.77 2.88 RATWARE_EFROM + 2.550 3.6288 0.0471 0.987 0.76 0.03 HTTP_ESCAPED_HOST + 1.237 1.7633 0.0151 0.992 0.76 0.77 HTML_FONT_LOW_CONTRAST + 28.012 40.0276 0.1186 0.997 0.76 1.80 RCVD_IN_DSBL + 1.128 1.6076 0.0132 0.992 0.76 0.03 DRUGS_MUSCLE + 7.545 10.7519 0.0998 0.991 0.76 1.81 RCVD_IN_WHOIS_BOGONS + 2.414 3.4334 0.0471 0.986 0.76 0.63 HTML_IMAGE_ONLY_16 + 0.897 1.2840 0.0000 1.000 0.76 2.59 RATWARE_RCVD_AT + 0.922 1.3180 0.0038 0.997 0.75 2.10 ONLINE_PHARMACY + 1.162 1.6563 0.0151 0.991 0.75 2.03 DNS_FROM_RFC_BOGUSMX + 1.627 2.3149 0.0301 0.987 0.75 2.01 DATE_IN_FUTURE_03_06 + 0.916 1.3091 0.0038 0.997 0.75 0.01 REPTO_QUOTE_AOL + 0.846 1.2102 0.0000 1.000 0.75 2.88 FUZZY_MILLION + 28.724 0.0576 95.2685 0.001 0.75 0.00 BAYES_00 + 0.830 1.1883 0.0000 1.000 0.75 2.66 DRUGS_SLEEP_EREC + 0.913 1.3042 0.0056 0.996 0.74 2.88 HELO_DYNAMIC_SPLIT_IP + 2.416 3.4342 0.0527 0.985 0.74 0.00 RCVD_DOUBLE_IP_LOOSE + 2.613 3.7124 0.0603 0.984 0.74 0.02 HTML_FONT_TINY + 1.404 1.9977 0.0264 0.987 0.74 2.00 DNS_FROM_SECURITYSAGE + 0.793 1.1339 0.0000 1.000 0.74 2.88 RATWARE_RCVD_PF + 0.798 1.1404 0.0019 0.998 0.74 2.78 FUZZY_PLEASE + 0.909 1.2969 0.0075 0.994 0.74 0.03 DRUGS_SLEEP + 0.948 1.3513 0.0113 0.992 0.74 1.40 HTML_OBFUSCATE_10_20 + 1.724 2.4503 0.0377 0.985 0.74 0.06 SUBJECT_EXCESS_BASE64 + 0.776 1.1104 0.0000 1.000 0.74 2.80 REPTO_QUOTE_MSN + 0.918 1.3099 0.0094 0.993 0.74 1.91 RCVD_IN_NJABL_SPAM + 2.247 3.1917 0.0527 0.984 0.73 0.52 HTML_SHORT_LINK_IMG_3 + 18.614 26.5723 0.1412 0.995 0.73 1.71 RCVD_IN_NJABL_DUL + 0.769 1.0998 0.0000 1.000 0.73 2.66 HTTP_77 + 1.564 2.2224 0.0358 0.984 0.73 2.15 PRIORITY_NO_NAME + 0.804 1.1485 0.0056 0.995 0.73 1.51 FUZZY_REFINANCE + 0.768 1.0974 0.0019 0.998 0.72 0.55 HTML_TITLE_SUBJ_DIFF + 5.054 7.1863 0.1054 0.986 0.72 0.00 RCVD_IN_SORBS_HTTP + 1.007 1.4324 0.0188 0.987 0.72 0.81 FRONTPAGE + 0.771 1.1015 0.0038 0.997 0.72 2.35 MSGID_SPAM_LETTERS + 0.697 0.9968 0.0000 1.000 0.72 2.80 HELO_DYNAMIC_COMCAST + 0.761 1.0877 0.0038 0.997 0.72 1.03 DAV_NON_HOTMAIL + 1.527 2.1672 0.0414 0.981 0.72 0.00 BAYES_60 + 1.032 1.4665 0.0245 0.984 0.71 2.08 SPF_HELO_SOFTFAIL + 4.880 6.9365 0.1073 0.985 0.71 0.51 HTML_MIME_NO_HTML_TAG + 0.679 0.9709 0.0000 1.000 0.71 2.72 HTML_OBFUSCATE_20_30 + 0.649 0.9279 0.0000 1.000 0.70 0.74 INVALID_TZ_EST + 1.288 1.8266 0.0377 0.980 0.70 0.06 HTML_TITLE_UNTITLED + 0.750 1.0698 0.0075 0.993 0.70 0.85 SUSPICIOUS_RECIPS + 0.612 0.8760 0.0000 1.000 0.70 2.72 FUZZY_MEDICATION + 0.669 0.9555 0.0038 0.996 0.70 2.64 FUZZY_ERECT + 0.798 1.1347 0.0151 0.987 0.70 1.65 RCVD_FAKE_HELO_DOTCOM + 0.859 1.2215 0.0188 0.985 0.70 0.65 SUBJ_HAS_SPACES + 0.614 0.8776 0.0019 0.998 0.70 1.20 FORGED_MUA_IMS + 2.075 2.9394 0.0678 0.977 0.70 0.55 FORGED_HOTMAIL_RCVD2 + 2.074 2.9378 0.0678 0.977 0.69 0.64 HTML_IMAGE_ONLY_20 + 0.694 0.9903 0.0075 0.992 0.69 1.36 RUDE_HTML + 0.675 0.9620 0.0075 0.992 0.69 2.25 BAD_ENC_HEADER + 0.581 0.8314 0.0000 1.000 0.69 2.56 FUZZY_OBLIGATION + 0.581 0.8314 0.0000 1.000 0.69 2.64 INVESTMENT_EXPERT + 1.614 2.2865 0.0546 0.977 0.69 0.70 MIME_HTML_MOSTLY + 0.727 1.0350 0.0113 0.989 0.69 2.15 FORGED_HOTMAIL_RCVD + 0.574 0.8208 0.0000 1.000 0.69 2.72 SUBJECT_DRUG_GAP_VIC + 1.886 2.6701 0.0659 0.976 0.69 1.34 MISSING_SUBJECT + 30.884 44.1179 0.1638 0.996 0.69 1.53 URIBL_WS_SURBL + 1.200 1.6984 0.0433 0.975 0.68 1.71 INVALID_MSGID + 0.681 0.9709 0.0094 0.990 0.68 0.35 DRUG_ED_CAPS + 0.563 0.8054 0.0000 1.000 0.68 2.53 FUZZY_PRICES + 0.586 0.8362 0.0038 0.996 0.68 2.07 URI_UNSUBSCRIBE + 0.597 0.8525 0.0056 0.993 0.68 1.61 MILLION_USD + 0.552 0.7892 0.0000 1.000 0.68 2.49 RATWARE_EGROUPS + 0.564 0.8062 0.0019 0.998 0.68 2.11 HTML_EHTML2 + 0.659 0.9384 0.0113 0.988 0.67 0.45 FUZZY_AMBIEN + 0.555 0.7933 0.0019 0.998 0.67 1.64 SUBJECT_FUZZY_VPILL + 0.535 0.7657 0.0000 1.000 0.67 2.33 SUBJECT_DRUG_GAP_X + 0.566 0.8079 0.0038 0.995 0.67 0.01 REPTO_QUOTE_QUALCOMM + 1.570 2.2183 0.0640 0.972 0.67 0.65 ADVANCE_FEE_2 + 0.632 0.8987 0.0113 0.988 0.67 0.59 IMPOTENCE + 0.520 0.7446 0.0000 1.000 0.67 2.56 FUZZY_PHARMACY + 0.732 1.0390 0.0188 0.982 0.67 1.57 DATE_IN_PAST_96_XX + 2.139 3.0221 0.0885 0.972 0.67 1.76 INVALID_DATE + 0.778 1.1031 0.0245 0.978 0.67 0.72 X_MAILER_SPAM + 4.826 6.8432 0.1450 0.979 0.66 1.17 BIZ_TLD + 0.501 0.7170 0.0000 1.000 0.66 2.39 FORGED_THEBAT_HTML + 0.498 0.7130 0.0000 1.000 0.66 1.16 FUZZY_PHENT + 0.532 0.7592 0.0038 0.995 0.66 0.62 ALL_NATURAL + 0.498 0.7121 0.0000 1.000 0.66 2.28 FORGED_MUA_THEBAT_BOUN + 0.575 0.8184 0.0094 0.989 0.66 0.01 MONEY_BACK + 0.889 1.2580 0.0339 0.974 0.66 0.00 X_MSMAIL_PRIORITY_HIGH + 0.494 0.7073 0.0000 1.000 0.66 2.46 FORGED_MSGID_HOTMAIL + 2.777 3.9225 0.1186 0.971 0.65 0.23 RCVD_ILLEGAL_IP + 0.482 0.6894 0.0000 1.000 0.65 1.33 HTML_TITLE_LONG + 0.478 0.6838 0.0000 1.000 0.65 2.27 FORGED_IMS_HTML + 1.308 1.8444 0.0640 0.966 0.65 0.69 UNRESOLVED_TEMPLATE + 0.603 0.8549 0.0169 0.981 0.65 1.17 HTML_OBFUSCATE_05_10 + 0.440 0.6302 0.0000 1.000 0.65 2.48 URI_NO_WWW_BIZ_CGI + 0.601 0.8533 0.0169 0.981 0.65 0.00 SPOOF_OURI + 2.903 4.1001 0.1243 0.971 0.65 0.00 DRUGS_PAIN + 8.084 11.4940 0.1676 0.986 0.64 1.39 MISSING_MIMEOLE + 0.429 0.6132 0.0000 1.000 0.64 2.48 FAKE_OUTBLAZE_RCVD + 0.697 0.9855 0.0264 0.974 0.64 1.11 INVALID_TZ_GMT + 10.714 15.2543 0.1751 0.989 0.64 0.33 RCVD_IN_NJABL_PROXY + 0.440 0.6286 0.0038 0.994 0.63 1.94 SPOOF_COM2COM + 1.241 1.7463 0.0678 0.963 0.63 0.93 HTML_IMAGE_ONLY_24 + 0.408 0.5832 0.0000 1.000 0.63 2.48 HTML_OBFUSCATE_30_40 + 0.425 0.6067 0.0019 0.997 0.63 1.59 DRUG_DOSAGE + 0.406 0.5807 0.0000 1.000 0.63 2.48 MALE_ENHANCE + 0.780 1.1007 0.0358 0.969 0.63 0.64 HTML_00_10 + 0.403 0.5767 0.0000 1.000 0.63 2.44 SUBJECT_DRUG_GAP_VA + 0.392 0.5605 0.0000 1.000 0.63 2.46 MSGID_SHORT + 0.577 0.8168 0.0207 0.975 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MSGID_SPAM_99X9XX99 + 0.000 0.0000 0.0000 0.500 0.29 0.00 DK_POLICY_SIGNSOME + 0.000 0.0000 0.0000 0.500 0.29 0.00 DK_SIGNED + 0.000 0.0000 0.0000 0.500 0.29 10.00 USER_IN_BLACKLIST_TO + 0.000 0.0000 0.0000 0.500 0.29 0.00 DK_POLICY_SIGNALL + 0.000 0.0000 0.0000 0.500 0.29 0.01 T_PP_PHISH + 0.000 0.0000 0.0000 0.500 0.29 -3.00 HASHCASH_24 + 0.000 0.0000 0.0000 0.500 0.29 0.10 MICROSOFT_EXECUTABLE + 0.000 0.0000 0.0000 0.500 0.29 0.00 RESISTANCE_IS_FUTILE + 0.000 0.0000 0.0000 0.500 0.29 0.00 RATWARE_HASH_DASH + 0.000 0.0000 0.0000 0.500 0.29 0.00 DK_POLICY_TESTING + 0.000 0.0000 0.0000 0.500 0.29 0.50 HTML_CHARSET_FARAWAY + 0.000 0.0000 0.0000 0.500 0.29 -4.30 HABEAS_ACCREDITED_SOI + 0.000 0.0000 0.0000 0.500 0.29 2.50 FRAGMENTED_MESSAGE + 0.000 0.0000 0.0000 0.500 0.29 -20.00 USER_IN_MORE_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.29 0.00 RCVD_IN_MAPS_RSS + 0.000 0.0000 0.0000 0.500 0.29 0.10 MIME_SUSPECT_NAME + 0.000 0.0000 0.0000 0.500 0.29 0.00 RCVD_IN_SORBS_BLOCK + 0.000 0.0000 0.0000 0.500 0.29 0.00 RCVD_IN_MAPS_DUL + 0.000 0.0000 0.0000 0.500 0.29 -4.00 HASHCASH_25 + 0.000 0.0000 0.0000 0.500 0.29 0.00 RCVD_IN_MAPS_RBL + 0.000 0.0000 0.0000 0.500 0.29 0.01 T_PH_REC + 0.000 0.0000 0.0000 0.500 0.29 -1.00 HASHCASH_22 + 0.000 0.0000 0.0000 0.500 0.29 0.00 RCVD_IN_NJABL_MULTI + 0.000 0.0000 0.0000 0.500 0.29 -0.50 HASHCASH_20 + 0.000 0.0000 0.0000 0.500 0.29 1.00 AWL + 0.000 0.0000 0.0000 0.500 0.29 1.50 RAZOR2_CF_RANGE_E8_51_100 + 0.000 0.0000 0.0000 0.500 0.29 1000.00 GTUBE + 0.000 0.0000 0.0000 0.500 0.29 2.80 UNWANTED_LANGUAGE_BODY + 0.000 0.0000 0.0000 0.500 0.29 1.50 RAZOR2_CF_RANGE_E4_51_100 + 0.000 0.0000 0.0000 0.500 0.29 -0.00 DK_VERIFIED + 0.000 0.0000 0.0000 0.500 0.29 -100.00 USER_IN_SPF_WHITELIST + 0.000 0.0000 0.0000 0.500 0.29 -0.70 HASHCASH_21 + 0.000 0.0000 0.0000 0.500 0.29 0.00 RCVD_IN_NJABL_CGI + 0.000 0.0000 0.0000 0.500 0.29 0.00 FORGED_GW05_RCVD + 0.000 0.0000 0.0000 0.500 0.29 1.50 BODY_8BITS + 0.000 0.0000 0.0000 0.500 0.29 0.10 HASHCASH_2SPEND + 0.000 0.0000 0.0000 0.500 0.29 0.00 MSGID_FROM_MTA_HOTMAIL + 0.000 0.0000 0.0000 0.500 0.29 0.00 ACCESSDB + 0.000 0.0000 0.0000 0.500 0.29 0.00 RCVD_IN_MAPS_NML + 0.000 0.0000 0.0000 0.500 0.29 -100.00 USER_IN_ALL_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.29 -2.00 HASHCASH_23 + 0.000 0.0000 0.0000 0.500 0.29 -0.20 HABEAS_CHECKED + 0.000 0.0000 0.0000 0.500 0.29 -100.00 SUBJECT_IN_WHITELIST + 0.002 0.0024 0.0019 0.564 0.29 2.50 HEAD_LONG + 0.102 0.1257 0.0471 0.728 0.29 0.02 FROM_NO_USER + 0.001 0.0008 0.0019 0.301 0.29 2.50 HIGH_CODEPAGE_URI + 0.549 0.7048 0.1864 0.791 0.29 0.04 NO_COST + 7.003 8.7485 2.9523 0.748 0.29 0.00 HTML_80_90 + 0.333 0.4104 0.1525 0.729 0.28 0.00 LOTS_OF_STUFF + 0.135 0.1647 0.0659 0.714 0.28 0.00 MORTGAGE_BEST + 4.956 6.3647 1.6870 0.790 0.28 0.03 HTML_70_80 + 0.019 0.0211 0.0151 0.583 0.28 0.12 HTML_SHOUTING7 + 0.002 0.0000 0.0056 0.000 0.28 0.00 MIME_BOUND_DIGITS_7 + 1.350 1.7414 0.4406 0.798 0.27 0.00 URI_HEX + 0.031 0.0349 0.0207 0.627 0.27 0.00 RECEIVE_OFFER + 23.258 19.1994 32.6781 0.370 0.27 0.00 FORGED_RCVD_HELO + 0.006 0.0041 0.0094 0.301 0.27 -0.00 NO_RECEIVED + 0.032 0.0357 0.0226 0.612 0.27 0.02 HTML_SHOUTING6 + 3.601 4.5243 1.4592 0.756 0.26 0.00 BAYES_50 + 0.015 0.0081 0.0320 0.202 0.26 -0.10 RCVD_IN_BSP_OTHER + 0.149 0.1776 0.0810 0.687 0.26 0.06 HTML_FONT_FACE_CAPS + 1.202 1.5281 0.4462 0.774 0.26 0.10 MSGID_FROM_MTA_HEADER + 0.127 0.1492 0.0753 0.665 0.25 0.00 MORTGAGE_RATES + 0.039 0.0422 0.0320 0.569 0.25 0.64 REPLY_TO_EMPTY + 1.583 2.0204 0.5667 0.781 0.25 0.03 UPPERCASE_25_50 + 7.304 7.4264 7.0210 0.514 0.25 0.55 NO_REAL_NAME + 0.218 0.0600 0.5837 0.093 0.23 0.00 BAYES_40 + 0.520 0.6254 0.2749 0.695 0.22 0.00 HTML_EVENT_UNSAFE + 5.311 2.5777 11.6546 0.181 0.22 -0.00 SPF_HELO_PASS + 1.923 2.2638 1.1316 0.667 0.21 0.28 MAILTO_TO_SPAM_ADDR + 0.221 0.2523 0.1469 0.632 0.21 0.01 BANG_MORE + 0.810 0.9741 0.4293 0.694 0.19 0.00 REMOVE_PAGE + 0.382 0.4412 0.2448 0.643 0.19 0.00 WEIRD_PORT + 2.472 2.7723 1.7755 0.610 0.18 0.00 HTML_BADTAG_00_10 + 0.439 0.5086 0.2768 0.648 0.18 0.19 MISSING_HEADERS + 0.625 0.7267 0.3897 0.651 0.18 0.00 HTML_IMAGE_RATIO_06 + 1.742 1.9572 1.2427 0.612 0.17 0.00 MIME_HEADER_CTYPE_ONLY + 0.857 1.0171 0.4839 0.678 0.17 0.04 LOW_PRICE + 0.071 0.0633 0.0885 0.417 0.16 0.00 BLANK_LINES_90_100 + 0.391 0.4339 0.2918 0.598 0.16 0.00 HTML_IMAGE_RATIO_08 + 0.663 0.7641 0.4274 0.641 0.16 0.00 URI_DIGITS + 1.368 1.4105 1.2690 0.526 0.13 0.00 HTML_NONELEMENT_00_10 + 0.762 0.8460 0.5667 0.599 0.12 0.00 HTML_NONELEMENT_10_20 + 3.341 2.6239 5.0064 0.344 0.12 -0.00 SPF_PASS + 1.190 0.9433 1.7642 0.348 0.04 0.00 URI_REDIRECTOR + 0.413 0.3569 0.5441 0.396 0.00 0.00 TO_ADDRESS_EQ_REAL Rule file versions for which these results apply: -(SpamAssassin Version string: 3.000000-pre4-cvs) +(SpamAssassin Version string: 3.001000-pre4-cvs) --rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf --rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf --rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf --rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf --rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf --rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf --rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf --rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf --rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf --rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf --rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf --rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf --rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf --rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf --rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf --rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf --rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf --rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf --rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf --rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf --rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf --rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf --rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf --rw-r--r-- 1 stern stern 33487 Aug 6 16:25 50_scores.cf --rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf --rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf --rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf --rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf --rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf +-rw-r--r-- 1 jm other 5479 Jul 29 00:06 10_misc.cf +-rw-r--r-- 1 jm other 8141 May 12 22:52 20_advance_fee.cf +-rw-r--r-- 1 jm other 1602 May 12 22:52 20_anti_ratware.cf +-rw-r--r-- 1 jm other 6719 May 12 22:52 20_body_tests.cf +-rw-r--r-- 1 jm other 1563 May 12 22:52 20_compensate.cf +-rw-r--r-- 1 jm other 14309 Aug 6 22:41 20_dnsbl_tests.cf +-rw-r--r-- 1 jm other 15665 May 12 22:52 20_drugs.cf +-rw-r--r-- 1 jm other 11486 May 12 22:52 20_fake_helo_tests.cf +-rw-r--r-- 1 jm other 32870 May 26 04:39 20_head_tests.cf +-rw-r--r-- 1 jm other 17530 May 12 22:52 20_html_tests.cf +-rw-r--r-- 1 jm other 3334 May 12 22:52 20_meta_tests.cf +-rw-r--r-- 1 jm other 2164 May 12 22:52 20_net_tests.cf +-rw-r--r-- 1 jm other 15986 Aug 9 01:16 20_phrases.cf +-rw-r--r-- 1 jm other 4817 May 12 22:52 20_porn.cf +-rw-r--r-- 1 jm other 16793 May 12 22:52 20_ratware.cf +-rw-r--r-- 1 jm other 7852 Jul 29 00:06 20_uri_tests.cf +-rw-r--r-- 1 jm other 2334 May 12 22:52 23_bayes.cf +-rw-r--r-- 1 jm other 420 May 19 07:28 25_accessdb.cf +-rw-r--r-- 1 jm other 1342 May 12 22:52 25_antivirus.cf +-rw-r--r-- 1 jm other 9114 May 12 22:52 25_body_tests_es.cf +-rw-r--r-- 1 jm other 17673 May 12 22:52 25_body_tests_pl.cf +-rw-r--r-- 1 jm other 190 May 12 22:52 25_dcc.cf +-rw-r--r-- 1 jm other 1944 May 12 22:52 25_domainkeys.cf +-rw-r--r-- 1 jm other 2735 May 12 22:52 25_hashcash.cf +-rw-r--r-- 1 jm other 189 May 12 22:52 25_pyzor.cf +-rw-r--r-- 1 jm other 2201 May 19 07:28 25_razor2.cf +-rw-r--r-- 1 jm other 8342 May 19 07:28 25_replace.cf +-rw-r--r-- 1 jm other 2870 Jul 29 00:06 25_spf.cf +-rw-r--r-- 1 jm other 352 May 12 22:52 25_textcat.cf +-rw-r--r-- 1 jm other 6541 Jul 29 00:06 25_uribl.cf +-rw-r--r-- 1 jm other 47112 Jul 29 00:06 30_text_de.cf +-rw-r--r-- 1 jm other 34883 Jul 29 00:06 30_text_fr.cf +-rw-r--r-- 1 jm other 1667 May 12 22:52 30_text_it.cf +-rw-r--r-- 1 jm other 38211 Jul 29 00:06 30_text_nl.cf +-rw-r--r-- 1 jm other 30281 May 19 07:28 30_text_pl.cf +-rw-r--r-- 1 jm other 2883 May 12 22:52 30_text_pt_br.cf +-rw-r--r-- 1 jm other 35221 Aug 9 01:13 50_scores.cf +-rw-r--r-- 1 jm other 1113 May 12 22:52 60_awl.cf +-rw-r--r-- 1 jm other 4903 Jul 29 00:06 60_whitelist.cf +-rw-r--r-- 1 jm other 3480 Jul 29 00:06 60_whitelist_spf.cf +-rw-r--r-- 1 jm other 1723 Jul 29 00:06 60_whitelist_subject.cf +-rw-r--r-- 1 jm other 6201 May 12 22:52 70_broken_rules.cf +-rw-r--r-- 1 jm other 60 Jul 29 00:06 70_scraped.cf +-rw-r--r-- 1 jm other 1926 Aug 9 01:18 70_testing.cf +-rw-r--r-- 1 jm other 1208 Jul 29 00:06 local.cf +-rw-r--r-- 1 jm other 2679 May 12 22:52 regression_tests.cf Index: rules/STATISTICS-set2.txt =================================================================== --- rules/STATISTICS-set2.txt (revision 231359) +++ rules/STATISTICS-set2.txt (working copy) @@ -3,160 +3,160 @@ Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: -# Correctly non-spam: 29498 99.96% -# Correctly spam: 26604 95.46% -# False positives: 13 0.04% -# False negatives: 1266 4.54% -# TCR(l=50): 14.545929 SpamRecall: 95.457% SpamPrec: 99.951% +# Correctly non-spam: 53074 99.93% +# Correctly spam: 116086 94.16% +# False positives: 38 0.07% +# False negatives: 7204 5.84% +# TCR(l=50): 13.542399 SpamRecall: 94.157% SpamPrec: 99.967% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: -# Correctly non-spam: 896 3.04% -# Correctly spam: 27870 100.00% -# False positives: 28615 96.96% +# Correctly non-spam: 201 0.38% +# Correctly spam: 123290 100.00% +# False positives: 52911 99.62% # False negatives: 0 0.00% -# TCR(l=50): 0.019479 SpamRecall: 100.000% SpamPrec: 49.341% +# TCR(l=50): 0.046603 SpamRecall: 100.000% SpamPrec: 69.971% # SUMMARY for threshold -3.0: -# Correctly non-spam: 984 3.33% -# Correctly spam: 27869 100.00% -# False positives: 28527 96.67% -# False negatives: 1 0.00% -# TCR(l=50): 0.019539 SpamRecall: 99.996% SpamPrec: 49.417% +# Correctly non-spam: 400 0.75% +# Correctly spam: 123290 100.00% +# False positives: 52712 99.25% +# False negatives: 0 0.00% +# TCR(l=50): 0.046779 SpamRecall: 100.000% SpamPrec: 70.050% # SUMMARY for threshold -2.0: -# Correctly non-spam: 1061 3.60% -# Correctly spam: 27869 100.00% -# False positives: 28450 96.40% -# False negatives: 1 0.00% -# TCR(l=50): 0.019592 SpamRecall: 99.996% SpamPrec: 49.484% +# Correctly non-spam: 43945 82.74% +# Correctly spam: 123275 99.99% +# False positives: 9167 17.26% +# False negatives: 15 0.01% +# TCR(l=50): 0.268978 SpamRecall: 99.988% SpamPrec: 93.078% # SUMMARY for threshold -1.0: -# Correctly non-spam: 25828 87.52% -# Correctly spam: 27815 99.80% -# False positives: 3683 12.48% -# False negatives: 55 0.20% -# TCR(l=50): 0.151299 SpamRecall: 99.803% SpamPrec: 88.307% +# Correctly non-spam: 48001 90.38% +# Correctly spam: 123258 99.97% +# False positives: 5111 9.62% +# False negatives: 32 0.03% +# TCR(l=50): 0.482389 SpamRecall: 99.974% SpamPrec: 96.019% -# SUMMARY for threshold 0.0: -# Correctly non-spam: 27613 93.57% -# Correctly spam: 27764 99.62% -# False positives: 1898 6.43% -# False negatives: 106 0.38% -# TCR(l=50): 0.293350 SpamRecall: 99.620% SpamPrec: 93.601% +# SUMMARY for threshold 5.0: +# Correctly non-spam: 53074 99.93% +# Correctly spam: 116086 94.16% +# False positives: 38 0.07% +# False negatives: 7204 5.84% +# TCR(l=50): 13.542399 SpamRecall: 94.157% SpamPrec: 99.967% # SUMMARY for threshold 1.0: -# Correctly non-spam: 28864 97.81% -# Correctly spam: 27687 99.34% -# False positives: 647 2.19% -# False negatives: 183 0.66% -# TCR(l=50): 0.856669 SpamRecall: 99.343% SpamPrec: 97.717% +# Correctly non-spam: 52343 98.55% +# Correctly spam: 122806 99.61% +# False positives: 769 1.45% +# False negatives: 484 0.39% +# TCR(l=50): 3.166641 SpamRecall: 99.607% SpamPrec: 99.378% # SUMMARY for threshold 2.0: -# Correctly non-spam: 29241 99.09% -# Correctly spam: 27566 98.91% -# False positives: 270 0.91% -# False negatives: 304 1.09% -# TCR(l=50): 2.018980 SpamRecall: 98.909% SpamPrec: 99.030% +# Correctly non-spam: 52792 99.40% +# Correctly spam: 122272 99.17% +# False positives: 320 0.60% +# False negatives: 1018 0.83% +# TCR(l=50): 7.244682 SpamRecall: 99.174% SpamPrec: 99.739% # SUMMARY for threshold 3.0: -# Correctly non-spam: 29397 99.61% -# Correctly spam: 27389 98.27% -# False positives: 114 0.39% -# False negatives: 481 1.73% -# TCR(l=50): 4.508979 SpamRecall: 98.274% SpamPrec: 99.585% +# Correctly non-spam: 52966 99.73% +# Correctly spam: 121622 98.65% +# False positives: 146 0.27% +# False negatives: 1668 1.35% +# TCR(l=50): 13.747770 SpamRecall: 98.647% SpamPrec: 99.880% # SUMMARY for threshold 4.0: -# Correctly non-spam: 29472 99.87% -# Correctly spam: 27019 96.95% -# False positives: 39 0.13% -# False negatives: 851 3.05% -# TCR(l=50): 9.950018 SpamRecall: 96.947% SpamPrec: 99.856% +# Correctly non-spam: 53042 99.87% +# Correctly spam: 118803 96.36% +# False positives: 70 0.13% +# False negatives: 4487 3.64% +# TCR(l=50): 15.436334 SpamRecall: 96.361% SpamPrec: 99.941% # SUMMARY for threshold 4.5: -# Correctly non-spam: 29486 99.92% -# Correctly spam: 26798 96.15% -# False positives: 25 0.08% -# False negatives: 1072 3.85% -# TCR(l=50): 12.002584 SpamRecall: 96.154% SpamPrec: 99.907% +# Correctly non-spam: 53058 99.90% +# Correctly spam: 117926 95.65% +# False positives: 54 0.10% +# False negatives: 5364 4.35% +# TCR(l=50): 15.288938 SpamRecall: 95.649% SpamPrec: 99.954% # SUMMARY for threshold 5.5: -# Correctly non-spam: 29508 99.99% -# Correctly spam: 26337 94.50% -# False positives: 3 0.01% -# False negatives: 1533 5.50% -# TCR(l=50): 16.559715 SpamRecall: 94.499% SpamPrec: 99.989% +# Correctly non-spam: 53083 99.95% +# Correctly spam: 114455 92.83% +# False positives: 29 0.05% +# False negatives: 8835 7.17% +# TCR(l=50): 11.987360 SpamRecall: 92.834% SpamPrec: 99.975% # SUMMARY for threshold 6.0: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 25984 93.23% -# False positives: 1 0.00% -# False negatives: 1886 6.77% -# TCR(l=50): 14.395661 SpamRecall: 93.233% SpamPrec: 99.996% +# Correctly non-spam: 53091 99.96% +# Correctly spam: 112278 91.07% +# False positives: 21 0.04% +# False negatives: 11012 8.93% +# TCR(l=50): 10.221356 SpamRecall: 91.068% SpamPrec: 99.981% # SUMMARY for threshold 6.5: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 25632 91.97% -# False positives: 1 0.00% -# False negatives: 2238 8.03% -# TCR(l=50): 12.180944 SpamRecall: 91.970% SpamPrec: 99.996% +# Correctly non-spam: 53097 99.97% +# Correctly spam: 110798 89.87% +# False positives: 15 0.03% +# False negatives: 12492 10.13% +# TCR(l=50): 9.310527 SpamRecall: 89.868% SpamPrec: 99.986% # SUMMARY for threshold 7.0: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 25344 90.94% -# False positives: 1 0.00% -# False negatives: 2526 9.06% -# TCR(l=50): 10.819099 SpamRecall: 90.936% SpamPrec: 99.996% +# Correctly non-spam: 53106 99.99% +# Correctly spam: 108929 88.35% +# False positives: 6 0.01% +# False negatives: 14361 11.65% +# TCR(l=50): 8.409385 SpamRecall: 88.352% SpamPrec: 99.994% # SUMMARY for threshold 8.0: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 24500 87.91% -# False positives: 1 0.00% -# False negatives: 3370 12.09% -# TCR(l=50): 8.149123 SpamRecall: 87.908% SpamPrec: 99.996% +# Correctly non-spam: 53108 99.99% +# Correctly spam: 104599 84.84% +# False positives: 4 0.01% +# False negatives: 18691 15.16% +# TCR(l=50): 6.526388 SpamRecall: 84.840% SpamPrec: 99.996% # SUMMARY for threshold 9.0: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 23565 84.55% -# False positives: 1 0.00% -# False negatives: 4305 15.45% -# TCR(l=50): 6.399541 SpamRecall: 84.553% SpamPrec: 99.996% +# Correctly non-spam: 53110 100.00% +# Correctly spam: 99464 80.67% +# False positives: 2 0.00% +# False negatives: 23826 19.33% +# TCR(l=50): 5.152972 SpamRecall: 80.675% SpamPrec: 99.998% # SUMMARY for threshold 10.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 22545 80.89% -# False positives: 0 0.00% -# False negatives: 5325 19.11% -# TCR(l=50): 5.233803 SpamRecall: 80.893% SpamPrec: 100.000% +# Correctly non-spam: 53111 100.00% +# Correctly spam: 94340 76.52% +# False positives: 1 0.00% +# False negatives: 28950 23.48% +# TCR(l=50): 4.251379 SpamRecall: 76.519% SpamPrec: 99.999% # SUMMARY for threshold 12.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 20494 73.53% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 83507 67.73% # False positives: 0 0.00% -# False negatives: 7376 26.47% -# TCR(l=50): 3.778471 SpamRecall: 73.534% SpamPrec: 100.000% +# False negatives: 39783 32.27% +# TCR(l=50): 3.099062 SpamRecall: 67.732% SpamPrec: 100.000% # SUMMARY for threshold 15.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 17034 61.12% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 66811 54.19% # False positives: 0 0.00% -# False negatives: 10836 38.88% -# TCR(l=50): 2.571982 SpamRecall: 61.119% SpamPrec: 100.000% +# False negatives: 56479 45.81% +# TCR(l=50): 2.182935 SpamRecall: 54.190% SpamPrec: 100.000% # SUMMARY for threshold 17.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 14587 52.34% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 58217 47.22% # False positives: 0 0.00% -# False negatives: 13283 47.66% -# TCR(l=50): 2.098171 SpamRecall: 52.339% SpamPrec: 100.000% +# False negatives: 65073 52.78% +# TCR(l=50): 1.894641 SpamRecall: 47.220% SpamPrec: 100.000% # SUMMARY for threshold 20.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 11160 40.04% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 46819 37.97% # False positives: 0 0.00% -# False negatives: 16710 59.96% -# TCR(l=50): 1.667864 SpamRecall: 40.043% SpamPrec: 100.000% +# False negatives: 76471 62.03% +# TCR(l=50): 1.612245 SpamRecall: 37.975% SpamPrec: 100.000% Test hit frequencies, for spam and ham corpora: @@ -165,775 +165,710 @@ and the 'score' field should be ignored.) OVERALL% SPAM% HAM% S/O RANK SCORE NAME - 513620 250316 263304 0.487 0.00 0.00 (all messages) -100.000 48.7356 51.2644 0.487 0.00 0.00 (all messages as %) - 15.149 31.0839 0.0004 1.000 1.00 4.16 MIME_BOUND_DD_DIGITS - 7.942 16.2950 0.0004 1.000 0.99 4.16 RCVD_DOUBLE_IP_SPAM - 7.446 15.2775 0.0004 1.000 0.99 4.16 X_MESSAGE_INFO - 35.784 73.4212 0.0034 1.000 0.98 4.07 BAYES_99 - 6.579 13.4989 0.0008 1.000 0.98 3.54 MSGID_SPAM_CAPS - 7.037 14.4385 0.0011 1.000 0.98 4.07 HELO_DYNAMIC_IPADDR - 3.987 8.1793 0.0008 1.000 0.96 3.38 DATE_SPAMWARE_Y2K - 4.254 8.7270 0.0015 1.000 0.95 0.02 DRUGS_ANXIETY_EREC - 3.214 6.5949 0.0004 1.000 0.94 0.01 DRUGS_MANYKINDS - 3.788 7.7694 0.0023 1.000 0.94 0.06 DRUGS_DIET - 3.429 7.0351 0.0015 1.000 0.94 0.00 DRUGS_DIET_EREC - 2.943 6.0388 0.0000 1.000 0.94 3.88 RATWARE_ZERO_TZ - 2.832 5.8115 0.0000 1.000 0.94 3.88 DRUGS_ANXIETY_OBFU - 3.286 6.7383 0.0034 0.999 0.93 0.96 HELO_DYNAMIC_DHCP - 4.307 8.8320 0.0057 0.999 0.93 3.80 FORGED_MUA_OUTLOOK - 2.660 5.4579 0.0008 1.000 0.92 2.45 HELO_DYNAMIC_HCC - 5.607 11.4967 0.0084 0.999 0.92 1.14 HTML_BACKHAIR_8 - 2.461 5.0484 0.0008 1.000 0.92 0.00 DRUGS_DIET_PAIN - 2.114 4.3385 0.0000 1.000 0.92 2.96 DRUGS_SLEEP_EREC - 2.319 4.7572 0.0011 1.000 0.91 2.55 HELO_DYNAMIC_IPADDR2 - 7.099 14.5544 0.0110 0.999 0.91 1.65 RCVD_HELO_IP_MISMATCH - 2.111 4.3305 0.0008 1.000 0.91 0.00 DRUGS_DEPR_EREC - 4.373 8.9643 0.0084 0.999 0.91 2.55 MSGID_RANDY - 14.135 28.9874 0.0144 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI - 4.763 9.7625 0.0095 0.999 0.90 2.39 DRUGS_ERECTILE_OBFU - 1.493 3.0621 0.0004 1.000 0.89 0.00 HTML_NONELEMENT_90_100 - 1.421 2.9163 0.0000 1.000 0.89 2.94 SUBJECT_DRUG_GAP_X - 1.388 2.8480 0.0000 1.000 0.88 2.93 SUBJECT_DRUG_GAP_VA - 1.741 3.5687 0.0030 0.999 0.88 3.45 DRUGS_PAIN_OBFU - 1.750 3.5875 0.0034 0.999 0.88 3.48 HTML_IMAGE_ONLY_04 - 5.134 10.5199 0.0141 0.999 0.88 0.20 DRUGS_ANXIETY - 3.022 6.1902 0.0095 0.998 0.88 0.00 DRUGS_PAIN_EREC - 5.447 11.1607 0.0148 0.999 0.88 1.64 UNIQUE_WORDS - 1.219 2.5012 0.0000 1.000 0.88 2.44 MSGID_YAHOO_CAPS - 3.086 6.3204 0.0103 0.998 0.87 3.61 MSGID_DOLLARS - 1.213 2.4877 0.0004 1.000 0.87 3.61 RATWARE_RCVD_PF - 2.249 4.6066 0.0068 0.999 0.87 0.05 DRUGS_SLEEP - 1.483 3.0402 0.0030 0.999 0.87 3.61 BAYES_90 - 1.329 2.7250 0.0027 0.999 0.86 3.16 SUBJECT_DRUG_GAP_VIA - 2.792 5.7176 0.0106 0.998 0.86 3.46 SUBJ_ILLEGAL_CHARS - 1.091 2.2384 0.0000 1.000 0.86 2.92 SUBJECT_DRUG_GAP_S - 2.214 4.5339 0.0091 0.998 0.85 0.80 HTML_OBFUSCATE_10_20 - 1.112 2.2795 0.0011 1.000 0.85 0.02 HTML_NONELEMENT_80_90 - 1.017 2.0878 0.0000 1.000 0.85 3.00 HTML_OBFUSCATE_30_40 - 1.015 2.0822 0.0000 1.000 0.85 2.69 RATWARE_RCVD_AT - 1.173 2.4030 0.0030 0.999 0.85 3.51 BAYES_95 - 1.121 2.2983 0.0023 0.999 0.85 0.86 FORGED_MUA_AOL_FROM - 2.496 5.1087 0.0118 0.998 0.84 0.00 DRUGS_MUSCLE - 4.397 9.0026 0.0194 0.998 0.84 0.00 FORGED_OUTLOOK_HTML - 2.789 5.7088 0.0141 0.998 0.84 2.73 HTML_IMAGE_ONLY_08 - 1.541 3.1544 0.0076 0.998 0.84 3.52 BAYES_75 - 2.982 6.1031 0.0152 0.998 0.84 0.04 FORGED_OUTLOOK_TAGS - 0.960 1.9699 0.0004 1.000 0.84 2.88 HTML_OBFUSCATE_50_60 - 0.902 1.8513 0.0000 1.000 0.84 2.69 HTML_BADTAG_90_100 - 2.589 5.2993 0.0133 0.997 0.84 2.53 DOMAIN_RATIO - 1.004 2.0578 0.0015 0.999 0.84 3.12 MIME_BOUND_DIGITS_15 - 0.858 1.7606 0.0000 1.000 0.83 3.22 HELO_DYNAMIC_COMCAST - 1.018 2.0866 0.0027 0.999 0.83 1.67 INVALID_TZ_EST - 0.834 1.7118 0.0000 1.000 0.83 2.70 DRUGS_DIET_OBFU - 2.297 4.6989 0.0144 0.997 0.82 0.00 DRUGS_DEPRESSION - 1.088 2.2272 0.0049 0.998 0.82 1.87 OBFUSCATING_COMMENT - 0.821 1.6843 0.0011 0.999 0.82 2.90 ONLINE_PHARMACY - 0.753 1.5444 0.0000 1.000 0.82 2.93 EMAIL_ROT13 - 0.838 1.7166 0.0023 0.999 0.81 3.19 OBSCURED_EMAIL - 0.739 1.5169 0.0000 1.000 0.81 2.31 HTML_BADTAG_60_70 - 0.971 1.9871 0.0046 0.998 0.81 0.00 FORGED_AOL_HTML - 0.735 1.5081 0.0004 1.000 0.81 0.02 HTML_SHORT_CENTER - 0.727 1.4925 0.0000 1.000 0.81 2.74 HTML_OBFUSCATE_40_50 - 1.264 2.5823 0.0103 0.996 0.81 0.01 HTML_OBFUSCATE_20_30 - 0.723 1.4845 0.0000 1.000 0.80 2.76 HELO_DYNAMIC_ATTBI - 0.764 1.5652 0.0027 0.998 0.80 1.17 HTML_NONELEMENT_70_80 - 3.993 8.1661 0.0254 0.997 0.80 1.36 DRUGS_PAIN - 0.893 1.8261 0.0057 0.997 0.80 0.50 HTML_FONT_SIZE_LARGE - 0.714 1.4634 0.0019 0.999 0.79 3.33 MSGID_SPAM_ALPHA_NUM - 1.088 2.2232 0.0091 0.996 0.79 1.37 UNRESOLVED_TEMPLATE - 2.370 4.8415 0.0213 0.996 0.79 1.81 URI_AFFILIATE - 18.939 38.8173 0.0418 0.999 0.78 1.82 MPART_ALT_DIFF - 0.607 1.2444 0.0004 1.000 0.78 2.05 PERCENT_RANDOM - 1.192 2.4301 0.0141 0.994 0.78 2.15 FORGED_HOTMAIL_RCVD - 0.559 1.1473 0.0004 1.000 0.78 1.03 HTML_BADTAG_50_60 - 0.533 1.0934 0.0000 1.000 0.78 2.89 VIA_GAP_GRA - 0.615 1.2608 0.0015 0.999 0.77 3.19 NIGERIAN_BODY1 - 0.565 1.1577 0.0008 0.999 0.77 0.00 HTML_BADTAG_40_50 - 2.683 5.4787 0.0247 0.996 0.77 2.74 HTML_IMAGE_ONLY_12 - 0.712 1.4578 0.0038 0.997 0.77 0.00 FROM_ILLEGAL_CHARS - 0.521 1.0694 0.0000 1.000 0.77 3.06 HELO_DYNAMIC_OOL - 0.633 1.2964 0.0027 0.998 0.77 0.41 DRUG_DOSAGE - 9.530 19.5101 0.0429 0.998 0.77 1.91 LONGWORDS - 0.626 1.2804 0.0034 0.997 0.76 0.08 HTML_NONELEMENT_60_70 - 0.629 1.2860 0.0046 0.996 0.76 0.10 HTML_SHORT_COMMENT - 0.491 1.0059 0.0008 0.999 0.75 2.19 NIGERIAN_BODY2 - 0.496 1.0163 0.0015 0.999 0.75 1.65 X_AUTH_WARN_FAKED - 0.471 0.9664 0.0004 1.000 0.75 0.99 HELO_DYNAMIC_SPLIT_IP - 0.470 0.9628 0.0011 0.999 0.74 2.50 SUBJECT_DRUG_GAP_C - 0.486 0.9947 0.0023 0.998 0.74 0.02 HTML_BADTAG_30_40 - 0.536 1.0938 0.0053 0.995 0.74 0.04 HTML_BADTAG_20_30 - 0.439 0.9009 0.0008 0.999 0.74 3.02 STRONG_BUY - 0.399 0.8186 0.0000 1.000 0.74 2.69 SUBJECT_DRUG_GAP_VIC - 2.786 5.6812 0.0338 0.994 0.73 1.40 MIME_BASE64_TEXT - 0.478 0.9772 0.0027 0.997 0.73 3.05 MSGID_SPAM_LETTERS - 1.312 2.6690 0.0228 0.992 0.73 0.56 HTML_OBFUSCATE_05_10 - 0.453 0.9276 0.0019 0.998 0.73 1.15 HG_HORMONE - 0.392 0.8046 0.0000 1.000 0.73 2.55 RATWARE_EGROUPS - 0.394 0.8082 0.0004 1.000 0.73 2.69 ENTITY_DEC_ALPHANUM - 0.721 1.4689 0.0106 0.993 0.73 0.22 MONEY_BACK - 0.532 1.0854 0.0065 0.994 0.73 1.46 URI_OFFERS - 0.385 0.7906 0.0000 1.000 0.73 2.45 FORGED_MUA_THEBAT_BOUN - 0.586 1.1949 0.0080 0.993 0.72 0.00 IMPOTENCE - 0.385 0.7890 0.0000 1.000 0.72 2.43 HTML_OBFUSCATE_60_70 - 0.384 0.7882 0.0000 1.000 0.72 2.48 FORGED_MUA_OIMO - 0.517 1.0539 0.0065 0.994 0.72 0.00 HTML_NONELEMENT_50_60 - 0.528 1.0762 0.0076 0.993 0.72 0.03 HTML_TAG_BALANCE_HEAD - 1.630 3.3150 0.0289 0.991 0.72 1.02 HTML_FONT_LOW_CONTRAST - 0.357 0.7335 0.0000 1.000 0.71 2.47 KOREAN_UCE_SUBJECT - 0.517 1.0515 0.0084 0.992 0.71 2.25 ALL_NATURAL - 0.390 0.7978 0.0030 0.996 0.71 0.50 FORGED_MUA_EUDORA - 0.414 0.8441 0.0046 0.995 0.70 1.10 HTML_ATTR_UNIQUE - 0.347 0.7115 0.0004 0.999 0.70 0.60 INVALID_TZ_CST - 0.508 1.0331 0.0084 0.992 0.70 0.00 HTML_COMMENT_SHORT - 0.338 0.6927 0.0000 1.000 0.70 2.87 FAKE_OUTBLAZE_RCVD - 1.103 0.0256 2.1272 0.012 0.70 -2.87 ALL_TRUSTED - 1.558 3.1628 0.0330 0.990 0.70 0.14 HTML_BACKHAIR_4 - 0.330 0.6767 0.0000 1.000 0.70 2.43 FORGED_THEBAT_HTML - 0.332 0.6815 0.0004 0.999 0.70 2.27 NIGERIAN_BODY3 - 0.332 0.6799 0.0008 0.999 0.69 0.55 FORGED_IMS_HTML - 0.304 0.6240 0.0000 1.000 0.69 1.20 FORGED_AOL_TAGS - 1.175 2.3806 0.0281 0.988 0.69 0.11 BODY_ENHANCEMENT2 - 0.300 0.6152 0.0000 1.000 0.69 2.57 HELO_DYNAMIC_YAHOOBB - 0.351 0.7175 0.0030 0.996 0.69 1.90 FROM_NUM_AT_WEBMAIL - 1.871 3.7932 0.0429 0.989 0.68 2.86 DATE_IN_FUTURE_12_24 - 0.297 0.6080 0.0008 0.999 0.68 2.31 RATWARE_NETIP - 0.600 1.2145 0.0156 0.987 0.68 1.12 HTML_FONT_SIZE_NONE - 0.393 0.7978 0.0072 0.991 0.68 1.68 FORGED_MUA_IMS - 0.395 0.8026 0.0080 0.990 0.67 0.00 DRUG_ED_CAPS - 0.279 0.5713 0.0008 0.999 0.67 1.66 BANG_EXERCISE - 0.677 1.3691 0.0194 0.986 0.67 0.07 HTML_SHORT_LENGTH - 0.257 0.5273 0.0000 1.000 0.67 2.09 HTML_BADTAG_70_80 - 0.470 0.9520 0.0122 0.987 0.66 2.77 FROM_ALL_NUMS - 0.753 1.5197 0.0232 0.985 0.66 0.59 FRONTPAGE - 7.858 16.0301 0.0885 0.995 0.66 0.80 DRUGS_ERECTILE - 0.660 1.3323 0.0201 0.985 0.66 0.07 BODY_ENHANCEMENT - 0.300 0.6116 0.0038 0.994 0.66 0.70 SUBJECT_DRUG_GAP_P - 1.105 2.2324 0.0330 0.985 0.66 2.06 MAILTO_SUBJ_REMOVE - 0.241 0.4950 0.0000 1.000 0.66 2.77 SUBJECT_SEXUAL - 0.240 0.4930 0.0000 1.000 0.66 2.52 RATWARE_OE_MALFORMED - 0.833 1.6815 0.0266 0.984 0.65 0.00 HTML_LINK_CLICK_CAPS - 0.372 0.7538 0.0095 0.988 0.65 0.04 STOCK_PICK - 0.231 0.4730 0.0000 1.000 0.65 2.26 HTML_OBFUSCATE_70_80 - 0.431 0.8705 0.0133 0.985 0.65 0.41 SUBJ_BUY - 0.232 0.4762 0.0004 0.999 0.65 2.29 MORE_SEX - 1.815 3.6650 0.0562 0.985 0.65 0.00 MIME_HEADER_CTYPE_ONLY - 0.257 0.5253 0.0027 0.995 0.65 1.53 MILLION_USD - 0.454 0.9160 0.0144 0.984 0.65 0.00 HTML_NONELEMENT_40_50 - 1.222 2.4625 0.0422 0.983 0.65 1.90 SUBJ_HAS_SPACES - 4.454 9.0498 0.0858 0.991 0.65 0.08 HTML_MIME_NO_HTML_TAG - 0.222 0.4554 0.0000 1.000 0.65 2.57 DEEP_DISC_MEDS - 0.218 0.4466 0.0000 1.000 0.64 2.17 FORGED_IMS_TAGS - 0.212 0.4354 0.0000 1.000 0.64 1.52 NIGERIAN_BODY4 - 0.307 0.6232 0.0072 0.989 0.64 1.76 SORTED_RECIPS - 0.251 0.5114 0.0030 0.994 0.64 1.86 X_LIBRARY - 0.436 0.8785 0.0152 0.983 0.64 1.94 SUBJ_DOLLARS - 0.352 0.7131 0.0095 0.987 0.64 1.84 HTML_LINK_PUSH_HERE - 0.202 0.4139 0.0000 1.000 0.64 2.18 SUBJECT_DRUG_GAP_L - 0.228 0.4662 0.0015 0.997 0.64 0.08 X_ORIG_IP_NOT_IPV4 - 0.664 1.3379 0.0243 0.982 0.64 0.25 BANG_GUAR - 0.277 0.5637 0.0053 0.991 0.64 0.06 SUBJECT_DIET - 0.759 1.5261 0.0292 0.981 0.63 0.96 HEAD_ILLEGAL_CHARS - 0.179 0.3675 0.0000 1.000 0.63 2.06 REVERSE_AGING - 0.947 1.9020 0.0387 0.980 0.63 0.01 HTML_FONT_SIZE_TINY - 0.379 0.7642 0.0133 0.983 0.63 0.82 SATIS_GUAR - 0.905 1.8177 0.0380 0.980 0.63 0.71 MIME_HTML_MOSTLY - 0.170 0.3480 0.0000 1.000 0.63 2.59 NOT_ADVISOR - 2.589 5.2374 0.0722 0.986 0.63 1.59 RCVD_ILLEGAL_IP - 0.192 0.3931 0.0015 0.996 0.62 2.38 STOCK_ALERT - 0.166 0.3404 0.0000 1.000 0.62 2.59 MIME_BOUND_RKFINDY - 0.169 0.3468 0.0008 0.998 0.62 2.59 MIME_BOUND_MANY_HEX - 10.230 20.8500 0.1341 0.994 0.62 2.43 BIZ_TLD - 0.157 0.3228 0.0000 1.000 0.62 2.39 HELO_DYNAMIC_ADELPHIA - 0.172 0.3516 0.0015 0.996 0.62 1.75 TERRA_ES - 1.238 2.4833 0.0547 0.978 0.62 0.52 HTML_FONT_TINY - 0.407 0.8162 0.0182 0.978 0.61 0.19 CLICK_TO_REMOVE_1 - 3.296 6.6696 0.0896 0.987 0.61 2.10 FORGED_YAHOO_RCVD - 0.229 0.4650 0.0049 0.989 0.61 1.77 RATWARE_HASH_2_V2 - 0.177 0.3615 0.0023 0.994 0.61 2.13 ENGLISH_UCE_SUBJECT - 0.154 0.3148 0.0008 0.998 0.61 2.50 MSGID_OUTLOOK_INVALID - 0.146 0.2988 0.0000 1.000 0.61 1.75 RATWARE_MOZ_MALFORMED - 0.206 0.4175 0.0046 0.989 0.61 2.48 NA_DOLLARS - 0.152 0.3112 0.0008 0.998 0.61 0.00 DRUG_ED_GENERIC - 0.204 0.4127 0.0049 0.988 0.60 0.09 RATWARE_HASH_2 - 1.172 2.3446 0.0570 0.976 0.60 1.39 MIME_BASE64_BLANKS - 0.217 0.4398 0.0061 0.986 0.60 0.72 SAVE_THOUSANDS - 0.146 0.2988 0.0011 0.996 0.60 0.78 RATWARE_GECKO_BUILD - 0.141 0.2880 0.0004 0.999 0.60 1.60 DRUG_ED_SILD - 0.501 1.0019 0.0247 0.976 0.60 0.01 HTML_COMMENT_SHOUTING - 0.748 1.4949 0.0380 0.975 0.60 0.97 RCVD_FAKE_HELO_DOTCOM - 0.163 0.3308 0.0034 0.990 0.60 2.50 DATE_IN_FUTURE_48_96 - 0.142 0.2892 0.0011 0.996 0.60 0.61 HTML_ATTR_BAD - 0.243 0.4906 0.0084 0.983 0.59 0.40 GUARANTEED_STUFF - 0.366 0.7327 0.0175 0.977 0.59 0.60 NO_RDNS_DOTCOM_HELO - 0.146 0.2976 0.0019 0.994 0.59 2.27 HTML_FONT_SIZE_HUGE - 0.134 0.2745 0.0004 0.999 0.59 0.40 HTML_CONVERTED - 0.132 0.2705 0.0004 0.999 0.59 0.47 DRUGS_SMEAR1 - 0.127 0.2609 0.0000 1.000 0.59 2.43 HELO_DYNAMIC_DIALIN - 0.941 1.8764 0.0517 0.973 0.59 0.01 HTML_BADTAG_10_20 - 0.294 0.5893 0.0133 0.978 0.59 0.61 AS_SEEN_ON - 0.149 0.3032 0.0030 0.990 0.59 2.50 FORGED_MUA_MOZILLA - 0.137 0.2796 0.0015 0.995 0.59 1.14 HTML_MISSING_CTYPE - 0.126 0.2593 0.0000 1.000 0.59 2.07 FAKE_HELO_MSN - 0.274 0.5497 0.0125 0.978 0.59 0.19 IP_LINK_PLUS - 0.194 0.3899 0.0072 0.982 0.58 0.00 MIME_BASE64_ILLEGAL - 0.247 0.4962 0.0110 0.978 0.58 2.40 MARKETING_PARTNERS - 0.143 0.2896 0.0034 0.988 0.58 2.24 FROM_OFFERS - 1.106 2.2068 0.0592 0.974 0.58 0.79 HTML_TITLE_UNTITLED - 0.203 0.4087 0.0080 0.981 0.58 0.67 GUARANTEED_100_PERCENT - 0.745 1.4853 0.0422 0.972 0.58 1.32 USERPASS - 0.882 1.7534 0.0532 0.971 0.58 0.82 BAD_CREDIT - 0.862 1.7122 0.0532 0.970 0.57 0.02 X_MSMAIL_PRIORITY_HIGH - 0.164 0.3292 0.0065 0.981 0.57 1.43 HAIR_LOSS - 0.193 0.3871 0.0084 0.979 0.57 2.35 ROUND_THE_WORLD_LOCAL - 0.114 0.2333 0.0008 0.997 0.57 2.40 RATWARE_STORM_URI - 0.296 0.5901 0.0160 0.974 0.57 0.46 TO_MALFORMED - 0.105 0.2161 0.0000 1.000 0.57 1.67 SUBJ_2_NUM_PARENS - 0.370 0.7363 0.0216 0.971 0.57 1.82 PORN_URL_SEX - 0.118 0.2417 0.0011 0.995 0.57 1.96 YAHOO_DRS_REDIR - 0.147 0.2964 0.0049 0.984 0.57 1.84 HTML_TAG_EXIST_MARQUEE - 0.548 1.0870 0.0357 0.968 0.57 1.07 HTML_00_10 - 0.110 0.2257 0.0008 0.997 0.57 1.72 BANG_OPRAH - 0.174 0.3480 0.0084 0.977 0.57 0.00 CONSOLIDATE_DEBT - 0.097 0.1981 0.0000 1.000 0.56 1.91 HTML_FORMACTION_MAILTO - 1.739 3.4732 0.0911 0.974 0.56 1.42 FORGED_HOTMAIL_RCVD2 - 0.096 0.1978 0.0000 1.000 0.56 1.83 DIET_3 - 0.157 0.3132 0.0076 0.976 0.56 2.30 DATE_IN_FUTURE_24_48 - 0.435 0.8625 0.0285 0.968 0.56 0.47 HTML_COMMENT_SAVED_URL - 0.094 0.1926 0.0000 1.000 0.56 1.98 CONFIRMED_FORGED - 0.093 0.1902 0.0000 1.000 0.56 1.89 HELO_DYNAMIC_ROGERS - 0.092 0.1886 0.0000 1.000 0.56 1.92 WRINKLES - 0.091 0.1866 0.0000 1.000 0.56 2.31 FAKE_HELO_MAIL_COM_DOM - 0.088 0.1806 0.0000 1.000 0.55 1.83 HTML_BADTAG_80_90 - 0.087 0.1794 0.0000 1.000 0.55 2.31 CHINA_HEADER - 0.186 0.3707 0.0110 0.971 0.55 0.11 HTML_EMBEDS - 0.086 0.1770 0.0000 1.000 0.55 1.84 MULTI_FORGED - 1.973 3.9254 0.1166 0.971 0.55 0.10 HTML_TAG_BALANCE_BODY - 0.079 0.1618 0.0000 1.000 0.55 2.31 EXCUSE_23 - 0.410 0.8102 0.0296 0.965 0.54 0.05 HTML_SHOUTING4 - 1.148 2.2671 0.0839 0.964 0.54 1.55 INVALID_TZ_GMT - 0.474 0.9348 0.0349 0.964 0.54 0.21 LOW_PRICE - 0.131 0.2621 0.0068 0.975 0.54 1.77 PORN_URL_MISC - 0.143 0.2856 0.0084 0.972 0.54 1.78 EXCUSE_6 - 5.118 10.2966 0.1952 0.981 0.54 1.12 HTML_IMAGE_RATIO_02 - 1.567 3.1033 0.1067 0.967 0.54 1.99 HTML_IMAGE_ONLY_16 - 0.074 0.1510 0.0000 1.000 0.54 2.22 HDR_ORDER_TRIMRS - 0.076 0.1546 0.0004 0.998 0.54 1.10 DRUG_ED_ONLINE - 0.248 0.4898 0.0175 0.966 0.54 0.03 UPPERCASE_75_100 - 0.068 0.1390 0.0000 1.000 0.54 0.19 HDR_ORDER_MTSRIX - 0.264 0.5217 0.0197 0.964 0.54 0.82 SUSPICIOUS_RECIPS - 2.163 4.3002 0.1310 0.970 0.54 1.28 MISSING_SUBJECT - 0.082 0.1658 0.0019 0.989 0.53 2.18 SUBJ_LIFE_INSURANCE - 0.107 0.2137 0.0053 0.976 0.53 0.03 HTML_SHOUTING5 - 0.083 0.1670 0.0023 0.987 0.53 0.54 HELO_DYNAMIC_CHELLO_NL - 0.300 0.5917 0.0232 0.962 0.53 1.82 TRACKER_ID - 2.652 5.2817 0.1519 0.972 0.53 0.04 RCVD_DOUBLE_IP_LOOSE - 0.391 0.7698 0.0311 0.961 0.53 2.08 GAPPY_SUBJECT - 0.078 0.1578 0.0019 0.988 0.53 0.91 NO_FORMS - 0.498 0.9776 0.0422 0.959 0.53 1.65 FROM_NO_LOWER - 1.374 2.7058 0.1075 0.962 0.53 0.07 MAILTO_TO_REMOVE - 0.058 0.1187 0.0000 1.000 0.53 2.01 HELO_DYNAMIC_VTR - 0.059 0.1206 0.0004 0.997 0.53 1.99 NO_CREDIT_CHECK - 0.056 0.1143 0.0000 1.000 0.53 1.81 HTTP_77 - 0.722 1.4178 0.0596 0.960 0.52 0.04 EXCUSE_10 - 0.131 0.2597 0.0091 0.966 0.52 0.00 MORTGAGE_BEST - 0.101 0.2017 0.0061 0.971 0.52 1.03 DIET_2 - 0.064 0.1306 0.0015 0.989 0.52 0.19 PORN_URL_SLUT - 1.227 2.4133 0.0999 0.960 0.52 2.05 DATE_IN_FUTURE_03_06 - 0.116 0.2293 0.0076 0.968 0.52 1.93 DATE_IN_FUTURE_96_XX - 0.055 0.1123 0.0004 0.997 0.52 0.08 SUBJ_GUARANTEED - 0.100 0.1989 0.0061 0.970 0.52 0.02 ONE_TIME_MAILING - 0.051 0.1055 0.0000 1.000 0.52 2.13 FAKE_HELO_EXCITE - 0.059 0.1194 0.0015 0.987 0.52 2.12 RATWARE_RCVD_LC_ESMTP - 0.727 1.4262 0.0619 0.958 0.52 0.22 MIME_MISSING_BOUNDARY - 1.710 3.3657 0.1360 0.961 0.52 0.01 HTML_SHOUTING3 - 3.502 6.9780 0.1982 0.972 0.52 0.00 HTML_FONT_INVISIBLE - 0.064 0.1294 0.0023 0.983 0.52 0.00 HIDE_WIN_STATUS - 0.157 0.3076 0.0141 0.956 0.52 0.91 SOME_BREAKTHROUGH - 0.067 0.1346 0.0027 0.981 0.52 0.07 AMAZING_STUFF - 1.779 3.4964 0.1455 0.960 0.51 0.03 HTML_BACKHAIR_2 - 0.070 0.1394 0.0034 0.976 0.51 0.13 OFFSHORE_SCAM - 0.051 0.1043 0.0004 0.996 0.51 2.12 FORWARD_LOOKING - 0.499 0.9736 0.0475 0.954 0.51 0.01 HTML_NONELEMENT_20_30 - 0.070 0.1390 0.0034 0.976 0.51 1.46 FROM_NO_USER - 0.289 0.5657 0.0254 0.957 0.51 1.51 FROM_HAS_MIXED_NUMS3 - 0.048 0.0987 0.0004 0.996 0.51 0.00 FORGED_QUALCOMM_TAGS - 0.046 0.0947 0.0000 1.000 0.51 1.80 RCVD_AM_PM - 0.055 0.1115 0.0019 0.983 0.51 0.02 NASTY_GIRLS - 0.064 0.1286 0.0030 0.977 0.51 0.11 FAKE_HELO_MAIL_COM - 0.120 0.2353 0.0103 0.958 0.51 0.17 MORTGAGE_RATES - 0.074 0.1470 0.0046 0.970 0.51 0.41 BILLION_DOLLARS - 0.298 0.5833 0.0270 0.956 0.51 0.07 MORTGAGE_PITCH - 0.052 0.1043 0.0015 0.986 0.50 0.90 URI_4YOU - 0.048 0.0971 0.0011 0.988 0.50 0.92 REFINANCE_YOUR_HOME - 0.385 0.7483 0.0399 0.949 0.50 0.29 BANG_MORE - 0.231 0.4506 0.0224 0.953 0.50 1.06 URG_BIZ - 0.041 0.0835 0.0000 1.000 0.50 1.68 HELO_DYNAMIC_RR2 - 0.147 0.2864 0.0152 0.950 0.50 2.02 FORGED_JUNO_RCVD - 0.040 0.0831 0.0000 1.000 0.50 1.89 CONFIDENTIAL_ORDER - 0.040 0.0819 0.0000 1.000 0.50 1.86 WITH_LC_SMTP - 1.538 3.0030 0.1458 0.954 0.50 0.27 DIET_1 - 0.134 0.2601 0.0141 0.949 0.50 0.00 HTML_WIN_OPEN - 0.166 0.3212 0.0182 0.946 0.49 0.95 SUB_HELLO - 0.044 0.0887 0.0011 0.987 0.49 2.04 PORN_15 - 0.439 0.8473 0.0505 0.944 0.49 0.00 HTML_TABLE_THICK_BORD - 5.024 9.9954 0.2978 0.971 0.49 1.69 INFO_TLD - 0.049 0.0979 0.0030 0.970 0.49 0.94 CUM_SHOT - 0.081 0.1578 0.0076 0.954 0.49 2.04 SUBJ_YOUR_DEBT - 0.038 0.0771 0.0008 0.990 0.48 0.00 HTML_SHOUTING7 - 0.035 0.0727 0.0000 1.000 0.48 1.71 WHY_PAY_MORE - 0.047 0.0931 0.0034 0.965 0.48 1.19 REFINANCE_NOW - 0.038 0.0763 0.0011 0.985 0.48 1.87 NUMERIC_HTTP_ADDR - 0.040 0.0791 0.0019 0.977 0.48 1.95 UNCLAIMED_MONEY - 0.035 0.0719 0.0004 0.995 0.48 1.80 HELO_DYNAMIC_VELOX - 0.034 0.0695 0.0000 1.000 0.48 1.66 HTML_OBFUSCATE_90_100 - 0.145 0.2788 0.0179 0.940 0.48 0.03 CREDIT_CARD - 1.771 3.4401 0.1834 0.949 0.48 0.83 NORMAL_HTTP_TO_IP - 0.047 0.0923 0.0042 0.957 0.48 0.80 DISGUISE_PORN - 0.033 0.0683 0.0000 1.000 0.48 1.66 HTML_OBFUSCATE_80_90 - 0.033 0.0675 0.0000 1.000 0.48 1.99 MSGID_FROM_MTA_HOTMAIL - 0.037 0.0743 0.0015 0.980 0.48 2.03 SUBJ_YOUR_FAMILY - 0.215 0.4139 0.0254 0.942 0.47 0.80 WHY_WAIT - 0.545 1.0471 0.0676 0.939 0.47 0.00 HTTP_ESCAPED_HOST - 0.295 0.5677 0.0349 0.942 0.47 0.01 HTML_NONELEMENT_30_40 - 0.032 0.0659 0.0000 1.000 0.47 1.78 MSGID_SPAM_ZEROES - 0.054 0.1051 0.0061 0.945 0.47 1.94 NIGERIAN_SUBJECT2 - 1.580 3.0589 0.1739 0.946 0.47 0.47 MIME_BOUND_NEXTPART - 0.032 0.0655 0.0000 1.000 0.47 1.94 BANG_QUOTE - 0.092 0.1770 0.0110 0.941 0.47 0.09 HTML_TAG_EXIST_PARAM - 0.032 0.0647 0.0000 1.000 0.47 1.66 HELO_DYNAMIC_HOME_NL - 1.621 3.1328 0.1831 0.945 0.47 1.02 HTML_IMAGE_ONLY_20 - 0.058 0.1107 0.0072 0.939 0.47 0.03 URI_LONG_HOSTNAME - 0.033 0.0667 0.0008 0.989 0.47 1.79 WE_HONOR_ALL - 0.034 0.0691 0.0015 0.978 0.47 1.88 BLANK_LINES_90_100 - 0.032 0.0655 0.0008 0.989 0.47 1.87 EXCUSE_24 - 0.511 0.9796 0.0661 0.937 0.47 0.53 INVALID_MSGID - 0.032 0.0647 0.0008 0.988 0.47 1.70 JS_FROMCHARCODE - 0.028 0.0583 0.0000 1.000 0.47 1.94 RATWARE_JPFREE - 0.071 0.1346 0.0099 0.932 0.46 1.94 FREE_PORN - 0.255 0.4910 0.0311 0.940 0.46 1.87 ADDRESS_IN_SUBJECT - 0.028 0.0571 0.0000 1.000 0.46 1.58 MSGID_SPAM_99X9XX99 - 0.034 0.0683 0.0019 0.973 0.46 1.86 FIN_FREE - 0.047 0.0903 0.0061 0.937 0.46 1.94 DOMAIN_4U2 - 0.057 0.1079 0.0080 0.931 0.46 0.43 ACT_NOW_CAPS - 0.759 1.4614 0.0904 0.942 0.46 0.04 HTML_FONT_FACE_BAD - 0.028 0.0563 0.0004 0.993 0.46 1.80 COMPETE - 0.031 0.0627 0.0015 0.976 0.46 1.89 FREE_PREVIEW - 2.952 5.7467 0.2959 0.951 0.46 0.02 MIME_BASE64_NO_NAME - 0.039 0.0759 0.0042 0.948 0.46 0.22 FREE_SAMPLE - 0.039 0.0747 0.0046 0.943 0.45 0.05 FREE_QUOTE_INSTANT - 0.039 0.0747 0.0046 0.943 0.45 1.44 EXCUSE_4 - 0.132 0.2497 0.0197 0.927 0.45 0.51 EXCUSE_REMOVE - 0.147 0.2792 0.0220 0.927 0.45 1.61 SOMETHING_FOR_ADULTS - 0.108 0.2033 0.0171 0.922 0.45 0.82 MSGID_NO_HOST - 3.058 5.9429 0.3152 0.950 0.45 1.84 PRIORITY_NO_NAME - 0.025 0.0511 0.0008 0.985 0.45 1.68 FROM_NONSENDING_DOMAIN - 0.177 0.3356 0.0266 0.927 0.45 0.00 REPLY_TO_ULINE_NUMS - 0.022 0.0451 0.0000 1.000 0.45 1.85 SENT_IN_COMPLIANCE - 6.043 11.9868 0.3927 0.968 0.45 0.03 HTML_TEXT_AFTER_HTML - 0.050 0.0943 0.0084 0.919 0.45 0.04 HTML_SHOUTING9 - 0.047 0.0891 0.0076 0.921 0.45 1.47 GET_PAID - 0.033 0.0643 0.0030 0.955 0.45 1.84 SELECTED_YOU - 0.021 0.0431 0.0000 1.000 0.45 1.57 RCVD_BONUS_SPC_DATE - 0.105 0.1974 0.0171 0.920 0.45 0.00 ENTITY_DEC_SPACE - 0.030 0.0595 0.0027 0.957 0.45 1.08 MEET_SINGLES - 0.418 0.7942 0.0611 0.929 0.45 0.74 BLANK_LINES_70_80 - 0.035 0.0675 0.0042 0.942 0.45 1.79 WHILE_YOU_SLEEP - 0.020 0.0419 0.0000 1.000 0.45 1.85 RESISTANCE_IS_FUTILE - 0.021 0.0427 0.0004 0.991 0.44 1.85 BE_BOSS - 0.020 0.0415 0.0000 1.000 0.44 1.25 YOU_CAN_SEARCH - 0.032 0.0611 0.0034 0.947 0.44 1.42 SEDUCTION - 2.844 5.4947 0.3232 0.944 0.44 1.35 HTML_10_20 - 1.277 2.4237 0.1872 0.928 0.44 0.08 X_PRIORITY_HIGH - 0.124 0.2329 0.0205 0.919 0.44 1.04 ADDR_FREE - 0.020 0.0403 0.0000 1.000 0.44 1.61 PREST_NON_ACCREDITED - 0.327 0.6168 0.0513 0.923 0.44 1.58 DEAR_SOMETHING - 0.019 0.0392 0.0000 1.000 0.44 1.80 MICRO_CAP_WARNING - 0.024 0.0467 0.0019 0.961 0.44 1.61 TO_NO_USER - 0.020 0.0403 0.0004 0.991 0.44 1.69 BARGAIN_URL - 0.019 0.0384 0.0000 1.000 0.44 1.51 NIGERIAN_BODY_GOVT_3 - 0.554 1.0455 0.0862 0.924 0.44 0.00 EXTRA_MPART_TYPE - 0.019 0.0396 0.0004 0.990 0.44 1.85 HARDCORE_PORN - 0.059 0.1079 0.0118 0.902 0.44 1.77 WEIRD_QUOTING - 0.903 1.6999 0.1447 0.922 0.44 0.00 ORDER_NOW - 0.024 0.0471 0.0023 0.954 0.44 1.80 BILL_1618 - 0.020 0.0403 0.0008 0.982 0.44 1.85 PAY_SITE - 0.018 0.0376 0.0000 1.000 0.44 1.50 RATWARE_HASH_DASH - 1.148 2.1780 0.1690 0.928 0.44 0.79 HTML_IMAGE_ONLY_24 - 1.250 2.3634 0.1907 0.925 0.44 0.52 HTML_IMAGE_RATIO_04 - 1.060 2.0043 0.1629 0.925 0.44 0.00 HTML_TAG_BALANCE_HTML - 0.021 0.0411 0.0011 0.973 0.44 1.61 AMATEUR_PORN - 1.944 3.6782 0.2951 0.926 0.43 0.31 HTML_WEB_BUGS - 0.047 0.0855 0.0095 0.900 0.43 1.73 SUBJ_FOR_ONLY - 0.060 0.1095 0.0129 0.894 0.43 0.00 LOW_INTEREST - 0.093 0.1722 0.0179 0.906 0.43 0.22 BLANK_LINES_80_90 - 0.019 0.0380 0.0011 0.971 0.43 1.30 PORN_16 - 0.018 0.0368 0.0008 0.980 0.43 1.76 BUY_DIRECT - 0.028 0.0535 0.0042 0.928 0.43 0.04 ONE_TIME - 1.686 3.1828 0.2624 0.924 0.43 0.00 REMOVE_PAGE - 0.056 0.1015 0.0125 0.890 0.43 0.63 EXTRA_CASH - 0.021 0.0415 0.0023 0.948 0.43 1.68 BEEN_TURNED_DOWN - 0.015 0.0316 0.0000 1.000 0.43 1.76 HTTP_CTRL_CHARS_HOST - 0.030 0.0559 0.0049 0.919 0.43 1.13 FORGED_EUDORAMAIL_RCVD - 6.414 12.6496 0.4854 0.963 0.43 1.76 MSGID_FROM_MTA_ID - 0.015 0.0312 0.0000 1.000 0.43 1.45 HELO_DYNAMIC_HEXIP - 0.015 0.0308 0.0000 1.000 0.43 1.76 REMOVE_POSTAL - 7.345 14.5312 0.5127 0.966 0.43 0.00 FORGED_RCVD_NET_HELO - 5.722 11.2518 0.4645 0.960 0.42 0.75 HTML_TEXT_AFTER_BODY - 6.741 13.3020 0.5040 0.963 0.42 0.00 MISSING_MIMEOLE - 0.023 0.0435 0.0038 0.920 0.42 1.76 EARN_PER_WEEK - 0.014 0.0296 0.0000 1.000 0.42 1.42 DRUG_ED_COMBO - 0.017 0.0328 0.0011 0.966 0.42 0.00 HIDDEN_CHARGES - 0.014 0.0288 0.0000 1.000 0.42 1.47 FORGED_TELESP_RCVD - 0.880 1.6427 0.1550 0.914 0.42 0.00 HTML_NONELEMENT_10_20 - 0.337 0.6276 0.0608 0.912 0.42 0.02 HTML_EVENT_UNSAFE - 0.017 0.0328 0.0015 0.956 0.42 1.11 BANKRUPTCY - 0.721 1.3411 0.1306 0.911 0.42 0.81 SUBJ_HAS_UNIQ_ID - 0.033 0.0603 0.0068 0.898 0.42 1.48 HEADER_COUNT_CTYPE - 0.043 0.0775 0.0103 0.883 0.42 0.00 THE_BEST_RATE - 0.049 0.0875 0.0122 0.878 0.42 0.00 ALL_CAPS_GUAR - 0.013 0.0272 0.0000 1.000 0.42 1.55 CANNOT_BE_SPAM - 0.113 0.2081 0.0232 0.900 0.42 1.45 RECEIVE_OFFER - 0.270 0.5018 0.0490 0.911 0.42 0.10 SUB_FREE_OFFER - 0.898 1.6727 0.1614 0.912 0.42 0.00 CLICK_BELOW_CAPS - 0.420 0.7830 0.0744 0.913 0.42 0.00 HTTP_EXCESSIVE_ESCAPES - 0.012 0.0256 0.0000 1.000 0.41 1.67 NO_MEDICAL - 0.012 0.0252 0.0000 1.000 0.41 1.37 YAHOO_RD_REDIR - 0.043 0.0775 0.0110 0.876 0.41 0.66 INVALID_DATE_TZ_ABSURD - 0.719 1.3375 0.1310 0.911 0.41 0.97 HOT_NASTY - 0.118 0.2165 0.0251 0.896 0.41 0.43 ITS_LEGAL - 0.088 0.1598 0.0201 0.888 0.41 0.04 BEST_PORN - 0.012 0.0248 0.0000 1.000 0.41 1.41 HELO_DYNAMIC_CHELLO_NO - 0.019 0.0364 0.0030 0.923 0.41 1.21 FORGED_MUA_THEBAT_CS - 0.183 0.3356 0.0380 0.898 0.41 1.44 FROM_STARTS_WITH_NUMS - 0.012 0.0244 0.0000 1.000 0.41 1.22 HELO_DYNAMIC_TELIA - 0.011 0.0232 0.0000 1.000 0.41 1.43 FAKED_UNDISC_RECIPS - 0.013 0.0256 0.0008 0.971 0.41 0.13 NO_CATCH - 0.011 0.0224 0.0000 1.000 0.41 1.67 JAPANESE_UCE_SUBJECT - 0.011 0.0220 0.0000 1.000 0.41 1.45 FORGED_AOL_RCVD - 49.470 0.9484 95.5982 0.010 0.41 -1.67 BAYES_00 - 0.728 1.3407 0.1447 0.903 0.41 0.00 MIME_QP_EXCESSIVE - 0.036 0.0647 0.0091 0.877 0.41 0.08 LOW_PAYMENT - 0.616 1.1382 0.1196 0.905 0.41 0.01 US_DOLLARS_3 - 0.011 0.0216 0.0000 1.000 0.41 1.36 TO_TXT - 0.011 0.0216 0.0000 1.000 0.41 1.41 NONEXISTENT_CHARSET - 0.011 0.0216 0.0000 1.000 0.41 1.45 HELO_DYNAMIC_NTL - 0.011 0.0216 0.0000 1.000 0.41 1.50 FORGED_GW05_RCVD - 0.020 0.0364 0.0038 0.905 0.41 0.00 BARELY_LEGAL - 0.020 0.0364 0.0038 0.905 0.41 1.33 ACCEPT_CREDIT_CARDS - 0.040 0.0715 0.0106 0.871 0.41 1.21 SUBJ_AS_SEEN - 9.612 18.9253 0.7581 0.961 0.41 1.35 RCVD_NUMERIC_HELO - 0.010 0.0204 0.0000 1.000 0.41 1.20 INVALUABLE_MARKETING - 0.010 0.0204 0.0000 1.000 0.41 1.33 JODY - 0.028 0.0495 0.0072 0.873 0.41 0.00 SUBJ_2_CREDIT - 0.013 0.0260 0.0015 0.945 0.41 1.64 EARNINGS - 0.010 0.0200 0.0000 1.000 0.40 1.32 COPY_ACCURATELY - 0.018 0.0332 0.0038 0.897 0.40 0.32 PORN_CELEBRITY - 0.010 0.0196 0.0000 1.000 0.40 1.23 ORDER_REPORT - 0.010 0.0196 0.0000 1.000 0.40 1.37 TO_RECIP_MARKER - 0.040 0.0715 0.0110 0.867 0.40 0.08 LINK_TO_NO_SCHEME - 0.013 0.0248 0.0015 0.942 0.40 1.66 SERIOUS_ONLY - 0.009 0.0188 0.0000 1.000 0.40 0.00 UNIVERSITY_DIPLOMAS - 0.009 0.0188 0.0000 1.000 0.40 0.00 USERNAME_IN_SUBJECT - 0.010 0.0196 0.0004 0.981 0.40 0.04 OUR_AFFILIATE_PARTNERS - 0.028 0.0495 0.0080 0.861 0.40 1.66 CELL_PHONE_IMPROVE - 0.018 0.0324 0.0042 0.886 0.40 0.02 LIVE_PORN - 0.178 0.3224 0.0403 0.889 0.40 1.29 DEAR_FRIEND - 0.011 0.0216 0.0011 0.950 0.40 0.27 NIGERIAN_SUBJECT1 - 5.748 11.1974 0.5678 0.952 0.40 0.04 HTML_90_100 - 0.020 0.0364 0.0049 0.880 0.40 1.59 FREE_MEMBERSHIP - 1.234 2.2687 0.2510 0.900 0.40 0.03 SAVE_MONEY - 0.141 0.2581 0.0296 0.897 0.40 0.00 MIME_BASE64_LATIN - 0.009 0.0184 0.0004 0.980 0.40 0.00 FREE_GRANT - 0.010 0.0192 0.0008 0.962 0.40 1.07 NONSECURED_CREDIT - 0.013 0.0248 0.0023 0.916 0.40 0.00 LONG_DISTANCE - 0.008 0.0168 0.0000 1.000 0.40 0.00 FAKE_HELO_LYCOS - 8.858 17.2390 0.8895 0.951 0.40 0.00 HTML_FONT_BIG - 0.013 0.0244 0.0023 0.914 0.40 0.92 MULTI_REMOVAL_1WORD - 1.770 3.2787 0.3361 0.907 0.40 0.00 INVALID_DATE - 0.008 0.0156 0.0000 1.000 0.39 0.00 MDAEMON_2_7_4 - 3.178 6.0571 0.4409 0.932 0.39 0.57 HTML_20_30 - 0.007 0.0148 0.0000 1.000 0.39 0.00 CABLE_CONVERTER - 0.436 0.8002 0.0896 0.899 0.39 0.65 MISSING_DATE - 0.986 1.8069 0.2047 0.898 0.39 0.60 MANY_EXCLAMATIONS - 1.792 3.3162 0.3426 0.906 0.39 0.07 MSGID_FROM_MTA_HEADER - 0.009 0.0172 0.0008 0.958 0.39 0.00 FREE_PASSWORD - 0.007 0.0144 0.0000 1.000 0.39 0.00 PORN_URL_PANT - 0.007 0.0144 0.0000 1.000 0.39 0.00 FORGED_JUNO_FROM - 0.007 0.0144 0.0000 1.000 0.39 0.00 FORGED_MUA_APPLEMAIL - 0.993 1.8169 0.2093 0.897 0.39 0.26 SUBJ_ALL_CAPS - 0.017 0.0300 0.0046 0.868 0.39 1.61 NO_DISAPPOINTMENT - 0.012 0.0216 0.0023 0.904 0.39 0.00 BILL_SECTION - 12.023 23.6353 0.9840 0.960 0.39 0.05 RCVD_BY_IP - 0.007 0.0140 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM - 0.421 0.7714 0.0877 0.898 0.39 0.98 DATE_IN_PAST_96_XX - 0.042 0.0723 0.0141 0.837 0.39 0.00 HTML_SHOUTING6 - 0.411 0.7518 0.0870 0.896 0.39 0.14 RISK_FREE - 0.007 0.0140 0.0004 0.974 0.39 0.00 NOT_ML_MARKETING - 0.011 0.0196 0.0023 0.896 0.39 0.17 FAKE_HELO_YAHOO_CA - 0.006 0.0120 0.0000 1.000 0.39 0.00 NO_GIMMICK - 0.048 0.0811 0.0163 0.832 0.39 0.35 EXCUSE_12 - 0.100 0.1790 0.0258 0.874 0.39 0.00 DO_IT_TODAY - 0.006 0.0116 0.0000 1.000 0.39 0.00 MSGID_3_DOLLARS - 0.006 0.0116 0.0000 1.000 0.39 0.00 BTAMAIL_URL - 0.006 0.0116 0.0000 1.000 0.39 0.00 NIGERIAN_SCAM_VIRTUE - 0.006 0.0116 0.0000 1.000 0.39 0.00 RATWARE_VC_IPA - 0.006 0.0124 0.0004 0.970 0.38 0.00 MEGA_SITE - 0.007 0.0136 0.0008 0.947 0.38 0.00 LESBIAN - 18.220 36.2957 1.0353 0.972 0.38 0.02 MIME_HTML_NO_CHARSET - 0.005 0.0100 0.0000 1.000 0.38 0.00 NIGERIAN_SUBJECT6 - 0.005 0.0100 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL - 0.016 0.0280 0.0053 0.840 0.38 1.03 INITIAL_INVEST - 0.013 0.0224 0.0038 0.855 0.38 1.47 TARGETED - 0.013 0.0224 0.0038 0.855 0.38 0.00 HTML_ALL_CAPS - 0.009 0.0164 0.0019 0.896 0.38 0.00 APPLY_ONLINE - 0.007 0.0128 0.0011 0.918 0.38 0.00 LYING_EYES - 7.269 13.9104 0.9552 0.936 0.38 1.57 BAYES_50 - 0.029 0.0483 0.0106 0.820 0.38 0.94 MILLION_EMAIL - 0.004 0.0084 0.0000 1.000 0.38 0.00 INTL_DRIVERS_LICENSE - 0.022 0.0372 0.0080 0.823 0.38 1.57 REPLY_TO_EMPTY - 0.005 0.0096 0.0004 0.962 0.38 0.00 MAIL_IN_ORDER_FORM - 0.018 0.0304 0.0065 0.825 0.38 0.02 UP_TO_OR_MORES - 0.159 0.2836 0.0406 0.875 0.38 0.11 ADDR_NUMS_AT_BIGSITE - 0.006 0.0108 0.0008 0.934 0.38 0.00 X_PRI_MISMATCH_HI - 0.349 0.6264 0.0843 0.881 0.38 0.04 SAVE_UP_TO - 0.004 0.0080 0.0000 1.000 0.38 0.00 RECEIVED_IDENT_SQUID - 0.004 0.0080 0.0000 1.000 0.38 0.00 X_PMFLAGS_PRESENT - 0.121 0.2153 0.0323 0.870 0.38 0.59 SEE_FOR_YOURSELF - 0.009 0.0156 0.0023 0.872 0.38 0.00 SEX_FEST - 29.043 57.8289 1.6764 0.972 0.38 1.16 MIME_HTML_ONLY - 0.004 0.0076 0.0000 1.000 0.38 0.00 SAFEGUARD_NOTICE - 0.016 0.0268 0.0057 0.825 0.38 1.00 JOIN_MILLIONS - 0.003 0.0068 0.0000 1.000 0.38 0.00 MSGID_THREESIXSIX - 0.003 0.0068 0.0000 1.000 0.38 0.00 HELO_DYNAMIC_VIRTUA - 0.011 0.0180 0.0034 0.840 0.38 0.00 URI_IS_POUND - 3.887 7.3383 0.6058 0.924 0.37 0.00 MISSING_OUTLOOK_NAME - 0.075 0.1278 0.0243 0.840 0.37 0.10 ML_MARKETING - 0.004 0.0072 0.0004 0.950 0.37 0.00 YAHOO_SRD_REDIR - 0.004 0.0072 0.0004 0.950 0.37 0.00 FREE_INVESTMENT - 3.481 6.5481 0.5651 0.921 0.37 0.44 HTML_30_40 - 0.003 0.0060 0.0000 1.000 0.37 0.00 FAKE_HELO_EUDORAMAIL - 0.022 0.0368 0.0087 0.808 0.37 1.57 CELL_PHONE_FREE - 0.004 0.0068 0.0004 0.947 0.37 0.00 FORGED_MUA_MSN - 0.004 0.0076 0.0008 0.909 0.37 0.00 INCOME - 0.003 0.0056 0.0000 1.000 0.37 0.00 BZ_TLD - 0.003 0.0056 0.0000 1.000 0.37 0.00 USE_IDENTITY - 0.003 0.0064 0.0004 0.944 0.37 0.00 GET_STARTED_NOW - 0.003 0.0052 0.0000 1.000 0.37 0.00 LOTS_OF_CC_LINES - 0.003 0.0052 0.0000 1.000 0.37 0.00 MSGID_SPAM_1 - 0.003 0.0052 0.0000 1.000 0.37 0.00 OUR_STRICT_ANTI - 0.003 0.0052 0.0000 1.000 0.37 0.00 FAKE_HELO_MAILCITY - 0.286 0.5142 0.0684 0.883 0.37 0.00 REMOVE_FROM_LIST - 0.011 0.0188 0.0046 0.805 0.37 0.03 AOL_USERS_LINK - 0.004 0.0064 0.0008 0.894 0.37 0.00 THIS_IS_AN_AD - 0.002 0.0044 0.0000 1.000 0.37 0.00 WALAA - 3.889 7.2045 0.7364 0.907 0.37 0.05 HTML_40_50 - 1.419 2.5484 0.3460 0.880 0.37 0.04 HTML_TITLE_EMPTY - 0.305 0.5493 0.0737 0.882 0.37 0.02 UPPERCASE_50_75 - 0.003 0.0056 0.0008 0.880 0.37 0.00 SUBJ_DOUBLE_YOUR - 0.002 0.0036 0.0000 1.000 0.37 0.00 TO_INVESTORS - 0.002 0.0036 0.0000 1.000 0.37 0.00 READ_TO_END - 0.002 0.0036 0.0000 1.000 0.37 0.00 RATWARE_SCREWUP_1 - 0.002 0.0036 0.0000 1.000 0.37 0.00 FAKE_HELO_CARAMAIL - 0.289 0.5193 0.0703 0.881 0.37 0.15 SUBJ_FREE_CAP - 0.001 0.0028 0.0000 1.000 0.37 0.00 CHANGE_TERMS - 0.001 0.0028 0.0000 1.000 0.37 0.00 NOT_INTENDED - 0.001 0.0028 0.0000 1.000 0.37 0.00 MORTGAGE_LINKS - 0.001 0.0028 0.0000 1.000 0.37 0.00 FURTHER_TRANSMISSIONS - 0.001 0.0028 0.0000 1.000 0.37 0.00 X_ENC_PRESENT - 0.002 0.0040 0.0004 0.913 0.36 0.00 FORGED_YAHOO_RCVD_SMTP - 0.001 0.0024 0.0000 1.000 0.36 0.00 APPLY_FREE - 0.001 0.0024 0.0000 1.000 0.36 0.00 FRIEND_PUBLIC - 0.001 0.0024 0.0000 1.000 0.36 0.00 RECEIVED_CACHEFLOW - 0.001 0.0024 0.0000 1.000 0.36 0.00 RATWARE_EVAMAIL - 40.249 74.6109 7.5825 0.908 0.36 0.00 HTML_MESSAGE - 0.001 0.0020 0.0000 1.000 0.36 0.00 CREDITORS_CALLING - 0.001 0.0020 0.0000 1.000 0.36 0.00 STOP_SNORING - 0.008 0.0124 0.0034 0.784 0.36 0.00 HTML_SHOUTING8 - 4.229 7.7874 0.8469 0.902 0.36 0.54 HTML_50_60 - 0.001 0.0016 0.0000 1.000 0.36 0.00 MORTGAGE_WAITING - 0.001 0.0016 0.0000 1.000 0.36 0.00 MSGID_4NUMS_DOLLAR - 0.001 0.0016 0.0000 1.000 0.36 0.00 RATWARE_OE_PI - 0.001 0.0016 0.0000 1.000 0.36 0.00 HIDDEN_ASSETS - 0.001 0.0016 0.0000 1.000 0.36 0.00 HELO_DYNAMIC_TDS - 0.001 0.0016 0.0000 1.000 0.36 0.00 WEALTH - 0.001 0.0012 0.0000 1.000 0.36 0.00 NO_SELLING - 0.001 0.0012 0.0000 1.000 0.36 0.00 FRIEND_AT_PUBLIC - 0.001 0.0012 0.0000 1.000 0.36 0.00 BTAMAIL_HEADER - 0.001 0.0012 0.0000 1.000 0.36 0.00 DIG_UP_INFO - 0.001 0.0012 0.0000 1.000 0.36 0.00 FORGED_RCVD_FROM_NUM - 2.953 5.4655 0.5636 0.907 0.36 0.00 HTML_BADTAG_00_10 - 0.001 0.0020 0.0004 0.840 0.36 0.00 RATWARE_IMKTG - 0.000 0.0008 0.0000 1.000 0.36 0.00 EXCUSE_22 - 0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_EMPTY_HELO - 0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_MMAILER - 0.000 0.0008 0.0000 1.000 0.36 0.00 VAR_REF_IN_RECEIVED - 0.014 0.0220 0.0068 0.763 0.36 1.12 START_NOW_CAPS - 0.000 0.0004 0.0000 1.000 0.36 0.00 MSGID_SPAM_6LETTER - 0.000 0.0004 0.0000 1.000 0.36 0.00 SUBJ_FREE_INSTANT - 0.000 0.0004 0.0000 1.000 0.36 0.00 NEVER_ANOTHER - 0.000 0.0004 0.0000 1.000 0.36 0.00 RUSSIAN_UCE_SUBJECT - 0.004 0.0056 0.0019 0.747 0.36 0.00 FROM_HAS_MIXED_NUMS2 - 1.263 2.2404 0.3335 0.870 0.36 0.92 DATE_IN_PAST_06_12 - 0.000 0.0000 0.0000 0.500 0.36 0.00 - 0.000 0.0000 0.0000 0.500 0.36 0.00 DATE_YEAR_ZERO_FIRST - 0.000 0.0000 0.0000 0.500 0.36 2.50 HEAD_LONG - 0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_HAS_TIME_ID - 0.000 0.0000 0.0000 0.500 0.36 0.00 ID_UNIQUE - 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_DIFFOND - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_LIST_UNSUBSCRIBE - 0.000 0.0000 0.0000 0.500 0.36 0.00 HTTP_ENTITIES_HOST - 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_XMAILER - 0.000 0.0000 0.0000 0.500 0.36 0.00 TO_FILENAME - 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_BAD_REFS - 0.000 0.0000 0.0000 0.500 0.36 0.00 PRIORITY_MAIL - 0.000 0.0000 0.0000 0.500 0.36 0.00 MORTGAGE_NETWORK - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_PRECEDENCE_REF - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAILER_GIBBERISH - 0.000 0.0000 0.0000 0.500 0.36 0.00 BUY_JUDGEMENTS - 0.000 0.0000 0.0000 0.500 0.36 0.00 NO_MIDDLEMAN - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_BY_QVES_COM - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_6_CAPS_ESMTP_ID - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_SERV_HOST_PRESENT - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_STORMPOST_TO - 0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_RIPPED - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAIL_ID_PRESENT - 0.302 0.5329 0.0832 0.865 0.36 0.00 ENTITY_DEC_OTHER - 0.001 0.0008 0.0004 0.678 0.36 0.00 EXCUSE_21 - 0.003 0.0040 0.0015 0.724 0.36 0.00 IDENT_NOBODY - 0.000 0.0004 0.0004 0.513 0.36 0.00 SUBJ_NOW_ONLY - 1.451 2.5959 0.3631 0.877 0.36 0.00 HTML_NONELEMENT_00_10 - 0.003 0.0036 0.0015 0.703 0.36 0.00 FREE_INSTALL - 6.456 11.6665 1.5024 0.886 0.35 0.02 HTML_LINK_CLICK_HERE - 0.002 0.0028 0.0015 0.648 0.35 0.00 ONCE_IN_LIFETIME - 2.164 3.9286 0.4869 0.890 0.35 0.13 DATE_IN_PAST_03_06 - 0.001 0.0016 0.0011 0.584 0.35 0.00 DRUG_ED_HERBAL - 0.368 0.6532 0.0965 0.871 0.35 0.39 FROM_WEBMAIL_END_NUMS6 - 0.006 0.0092 0.0038 0.708 0.35 0.00 MIME_BOUND_MA - 0.006 0.0092 0.0038 0.708 0.35 0.00 NO_INVENTORY - 0.004 0.0048 0.0023 0.678 0.35 0.00 NEW_CUSTOMER - 0.012 0.0176 0.0065 0.731 0.35 0.00 FIND_ANYTHING - 0.003 0.0044 0.0023 0.659 0.35 0.00 BUGGY_CGI - 0.013 0.0188 0.0076 0.712 0.35 1.46 MIME_BOUND_DIGITS_7 - 0.004 0.0056 0.0034 0.621 0.35 0.00 NO_INVESTMENT - 5.531 9.9858 1.2962 0.885 0.35 0.04 HTML_70_80 - 6.392 11.2889 1.7360 0.867 0.35 0.04 HTML_80_90 - 0.030 0.0455 0.0156 0.745 0.35 0.37 YOUR_INCOME - 0.045 0.0707 0.0205 0.775 0.35 0.25 FREE_ACCESS - 22.226 18.7451 25.5359 0.423 0.35 0.27 FORGED_RCVD_HELO - 8.153 12.8933 3.6460 0.780 0.34 0.00 CLICK_BELOW - 0.401 0.7063 0.1117 0.863 0.34 0.00 LIMITED_TIME_ONLY - 3.699 6.6156 0.9255 0.877 0.34 0.10 MIME_QP_LONG_LINE - 2.435 4.4004 0.5666 0.886 0.34 0.08 HTML_TAG_EXIST_TBODY - 4.409 7.9579 1.0342 0.885 0.34 0.00 HTML_60_70 - 0.053 0.0835 0.0247 0.772 0.34 1.37 SUBJ_YOUR_OWN - 0.202 0.3468 0.0646 0.843 0.34 0.04 SAVINGS - 0.008 0.0096 0.0061 0.612 0.34 0.00 BANG_BOSS - 0.104 0.1730 0.0387 0.817 0.34 0.84 COMPLETELY_FREE - 1.028 1.7630 0.3297 0.842 0.34 0.01 EXCUSE_3 - 0.036 0.0551 0.0186 0.748 0.34 0.49 CONGRATULATIONS - 0.875 1.5017 0.2795 0.843 0.34 0.00 HTML_BACKHAIR_1 - 0.021 0.0296 0.0125 0.702 0.34 0.00 NO_QS_ASKED - 0.279 0.4830 0.0855 0.850 0.33 0.28 HTML_FONT_FACE_CAPS - 0.002 0.0004 0.0042 0.087 0.33 0.00 MIME_BOUND_HEX_24 - 1.058 1.8149 0.3388 0.843 0.33 0.00 HTTP_WITH_EMAIL_IN_URL - 0.777 1.3231 0.2571 0.837 0.33 0.34 HTML_IMAGE_RATIO_06 - 5.016 8.0159 2.1633 0.787 0.32 0.01 LINES_OF_YELLING - 1.346 2.3095 0.4307 0.843 0.32 1.29 UNDISC_RECIPS - 0.364 0.6208 0.1204 0.838 0.32 1.16 NO_OBLIGATION - 0.003 0.0004 0.0061 0.062 0.32 0.00 WE_HATE_SPAM2 - 0.151 0.2481 0.0581 0.810 0.31 0.48 OPTING_OUT_CAPS - 5.458 7.3563 3.6540 0.668 0.31 0.52 FROM_ENDS_IN_NUMS - 8.309 7.3567 9.2148 0.444 0.31 0.34 NO_REAL_NAME - 0.039 0.0543 0.0235 0.698 0.31 0.00 RICH - 0.133 0.2121 0.0573 0.787 0.30 0.00 ALL_CAP_FOR_ADULTS - 0.960 1.5976 0.3543 0.818 0.30 1.15 DATE_IN_FUTURE_06_12 - 0.090 0.1366 0.0456 0.750 0.30 0.01 EXCUSE_11 - 0.062 0.0903 0.0361 0.714 0.30 0.00 HTML_TITLE_EXTRA - 1.597 2.5276 0.7113 0.780 0.29 0.04 UPPERCASE_25_50 - 0.075 0.1099 0.0425 0.721 0.29 0.08 FULL_REFUND - 0.309 0.5090 0.1189 0.811 0.29 0.01 EXCUSE_7 - 2.277 3.6242 0.9969 0.784 0.29 0.03 URI_REDIRECTOR - 0.387 0.6248 0.1610 0.795 0.29 0.00 LOTS_OF_STUFF - 0.105 0.1594 0.0539 0.747 0.29 0.02 EXCUSE_19 - 0.677 1.0635 0.3091 0.775 0.29 0.00 HTML_EVENT - 0.019 0.0204 0.0182 0.528 0.29 0.01 DIRECT_EMAIL - 0.028 0.0336 0.0228 0.596 0.28 0.00 X_ESMTP - 0.688 1.0682 0.3262 0.766 0.28 0.00 HTML_JAVASCRIPT - 0.264 0.4207 0.1158 0.784 0.28 0.01 EARN_MONEY - 0.014 0.0116 0.0163 0.415 0.27 0.00 FROM_AND_TO_SAME - 0.518 0.8106 0.2404 0.771 0.27 0.01 HTML_IMAGE_RATIO_08 - 0.441 0.7047 0.1907 0.787 0.27 0.34 NO_COST - 1.920 2.8927 0.9954 0.744 0.27 0.00 MAILTO_WITH_SUBJ - 0.938 1.4961 0.4083 0.786 0.27 0.06 US_DOLLARS_2 - 0.687 1.0595 0.3331 0.761 0.27 0.03 LINES_OF_YELLING_3 - 0.067 0.0895 0.0456 0.663 0.27 0.00 YOU_WON - 0.168 0.2537 0.0858 0.747 0.26 0.00 WHILE_SUPPLIES - 0.475 0.7395 0.2245 0.767 0.26 0.04 FREE_TRIAL - 1.382 2.0538 0.7432 0.734 0.26 0.03 LINES_OF_YELLING_2 - 0.793 1.2077 0.3980 0.752 0.25 0.02 FROM_HAS_MIXED_NUMS - 0.065 0.0791 0.0517 0.605 0.24 0.11 NO_PURCHASE - 0.103 0.1390 0.0691 0.668 0.24 0.33 WORK_AT_HOME - 0.417 0.6120 0.2321 0.725 0.23 0.23 WEIRD_PORT - 0.426 0.6216 0.2404 0.721 0.23 0.91 PLING_QUERY - 0.681 1.0055 0.3722 0.730 0.23 0.09 MISSING_HEADERS - 0.383 0.2225 0.5347 0.294 0.23 -0.93 BAYES_05 - 0.659 0.9660 0.3676 0.724 0.22 0.57 DATE_IN_PAST_12_24 - 0.123 0.1598 0.0877 0.646 0.21 0.00 CASHCASHCASH - 0.041 0.0372 0.0444 0.455 0.20 0.00 JAVASCRIPT_URI - 0.546 0.7475 0.3540 0.679 0.20 0.21 PLING_PLING - 0.017 0.0056 0.0273 0.170 0.20 0.00 MIME_BOUND_DASH_DIGIT - 0.270 0.3404 0.2028 0.627 0.19 0.00 HTML_IMAGE_RATIO_12 - 1.735 1.5712 1.8902 0.454 0.18 0.11 MAILTO_TO_SPAM_ADDR - 0.078 0.0779 0.0775 0.501 0.18 0.00 EXCUSE_15 - 0.304 0.3783 0.2332 0.619 0.17 0.00 HTML_IMAGE_RATIO_10 - 0.272 0.3360 0.2119 0.613 0.17 0.03 OPTING_OUT - 0.476 0.3703 0.5769 0.391 0.17 -0.73 BAYES_10 - 0.909 1.0427 0.7824 0.571 0.17 0.13 TO_ADDRESS_EQ_REAL - 0.475 0.5968 0.3600 0.624 0.16 0.00 FOR_FREE - 0.033 0.0156 0.0505 0.236 0.15 0.00 NO_EXPERIENCE - 0.180 0.1962 0.1637 0.545 0.15 0.00 HTML_IMAGE_RATIO_14 - 0.753 0.7219 0.7824 0.480 0.12 0.07 EXCUSE_1 - 0.255 0.2465 0.2636 0.483 0.11 0.13 DATE_IN_PAST_24_48 - 0.547 0.5921 0.5047 0.540 0.10 -0.28 BAYES_25 - 0.114 0.0807 0.1462 0.356 0.10 0.22 DATE_IN_PAST_48_96 - 0.072 0.0423 0.1006 0.296 0.10 0.00 MIME_QP_DEFICIENT - 0.233 0.2009 0.2636 0.433 0.09 0.08 FROM_HAS_ULINE_NUMS - 0.429 0.3963 0.4592 0.463 0.08 0.00 NO_FEE - 0.370 0.3120 0.4254 0.423 0.07 0.01 BANG_MONEY - 0.339 0.2645 0.4106 0.392 0.05 0.16 TO_EMPTY - 0.058 0.0028 0.1101 0.025 0.01 0.00 MIME_BOUND_DIGITS_4 - 0.104 0.0276 0.1762 0.135 0.00 0.00 MIME_QP_NO_CHARSET + 176402 123290 53112 0.699 0.00 0.00 (all messages) +100.000 69.8915 30.1085 0.699 0.00 0.00 (all messages as %) + 10.679 15.2794 0.0000 1.000 0.99 4.16 MIME_BOUND_DD_DIGITS + 13.709 19.6131 0.0038 1.000 0.99 3.70 RCVD_HELO_IP_MISMATCH + 7.739 11.0723 0.0000 1.000 0.98 3.98 SUBJ_ILLEGAL_CHARS + 5.563 7.9593 0.0000 1.000 0.96 3.87 FORGED_OUTLOOK_HTML + 5.436 7.7784 0.0000 1.000 0.96 4.07 MSGID_SPAM_CAPS + 5.017 7.1782 0.0000 1.000 0.96 4.07 RCVD_DOUBLE_IP_SPAM + 7.006 10.0219 0.0056 0.999 0.96 3.88 HELO_DYNAMIC_IPADDR + 4.837 6.9203 0.0000 1.000 0.95 4.07 X_MESSAGE_INFO + 4.460 6.3801 0.0038 0.999 0.94 3.47 RATWARE_OUTLOOK_NONAME + 4.165 5.9599 0.0000 1.000 0.93 3.88 FORGED_MUA_OUTLOOK + 4.218 6.0337 0.0019 1.000 0.93 3.41 MSGID_RANDY + 6.395 9.1443 0.0132 0.999 0.93 2.74 HTML_SHORT_LINK_IMG_1 + 4.491 6.4223 0.0075 0.999 0.93 3.43 REPTO_QUOTE_YAHOO + 60.590 86.6761 0.0358 1.000 0.92 3.50 BAYES_99 + 4.159 5.9478 0.0056 0.999 0.92 3.53 LONGWORDS + 3.621 5.1797 0.0038 0.999 0.92 1.82 DRUGS_ERECTILE_OBFU + 3.154 4.5129 0.0000 1.000 0.91 3.88 MIME_BAD_ISO_CHARSET + 3.021 4.3223 0.0000 1.000 0.91 3.79 HELO_DYNAMIC_DHCP + 3.343 4.7814 0.0038 0.999 0.91 3.54 FORGED_OUTLOOK_TAGS + 4.353 6.2219 0.0132 0.998 0.90 3.47 HTML_IMAGE_ONLY_08 + 2.644 3.7830 0.0000 1.000 0.90 3.79 HELO_DYNAMIC_HCC + 2.737 3.9160 0.0019 1.000 0.90 1.94 DATE_SPAMWARE_Y2K + 2.611 3.7359 0.0000 1.000 0.90 3.79 RATWARE_ZERO_TZ + 4.529 6.4725 0.0188 0.997 0.90 2.69 RATWARE_MS_HASH + 2.895 4.1390 0.0056 0.999 0.89 3.79 HELO_DYNAMIC_IPADDR2 + 2.488 3.5599 0.0000 1.000 0.89 3.79 URI_NO_WWW_INFO_CGI + 2.553 3.6524 0.0019 0.999 0.89 3.79 RATWARE_NAME_ID + 2.658 3.8008 0.0056 0.999 0.89 3.17 MSGID_DOLLARS + 2.327 3.3295 0.0000 1.000 0.88 3.79 FROM_ILLEGAL_CHARS + 2.235 3.1982 0.0000 1.000 0.88 2.72 MSGID_YAHOO_CAPS + 2.488 3.5583 0.0038 0.999 0.88 3.70 REMOVE_BEFORE_LINK + 2.442 3.4926 0.0038 0.999 0.88 3.70 NO_PRESCRIPTION + 5.580 7.9698 0.0320 0.996 0.88 2.87 FROM_LOCAL_NOVOWEL + 3.167 4.5251 0.0151 0.997 0.87 2.74 HTML_SHORT_LINK_IMG_2 + 2.094 2.9954 0.0000 1.000 0.87 3.70 MSGID_DOLLARS_RANDOM + 2.655 3.7943 0.0113 0.997 0.87 2.42 DRUGS_ANXIETY + 2.067 2.9573 0.0019 0.999 0.86 1.07 DRUGS_ANXIETY_EREC + 2.025 2.8980 0.0000 1.000 0.86 3.70 HEADER_SPAM + 2.689 3.8405 0.0151 0.996 0.86 1.15 HTTP_EXCESSIVE_ESCAPES + 2.070 2.9605 0.0038 0.999 0.86 3.42 INVESTMENT_ADVICE + 2.042 2.9208 0.0019 0.999 0.86 3.39 HTML_TINY_FONT + 1.913 2.7358 0.0019 0.999 0.85 2.84 FUZZY_VPILL + 1.998 2.8559 0.0056 0.998 0.85 1.69 FUZZY_VLIUM + 1.711 2.4479 0.0000 1.000 0.84 3.70 FORGED_MSGID_YAHOO + 3.521 5.0255 0.0282 0.994 0.84 2.05 HTML_IMAGE_ONLY_12 + 1.881 2.6896 0.0038 0.999 0.84 1.11 INTERRUPTUS + 1.582 2.2630 0.0000 1.000 0.83 3.19 MSGID_MULTIPLE_AT + 2.175 3.1049 0.0151 0.995 0.83 2.54 UNIQUE_WORDS + 1.899 2.7139 0.0075 0.997 0.83 1.73 FUZZY_CPILL + 1.442 2.0626 0.0000 1.000 0.82 0.10 DRUGS_ANXIETY_OBFU + 1.431 2.0472 0.0000 1.000 0.82 2.98 FUZZY_VICODIN + 1.844 2.6328 0.0132 0.995 0.81 0.27 HTML_BACKHAIR_8 + 1.673 2.3887 0.0113 0.995 0.81 1.66 DRUGS_DIET + 7.940 11.3294 0.0734 0.994 0.80 2.37 DRUGS_ERECTILE + 1.758 2.5095 0.0151 0.994 0.80 3.00 BAYES_95 + 1.247 1.7828 0.0019 0.999 0.80 3.52 ADVANCE_FEE_4 + 3.937 5.6128 0.0471 0.992 0.80 2.75 MIME_BASE64_TEXT + 1.433 2.0464 0.0075 0.996 0.80 3.33 ADVANCE_FEE_3 + 1.112 1.5914 0.0000 1.000 0.79 3.42 DRUGS_PAIN_OBFU + 1.166 1.6668 0.0019 0.999 0.79 0.01 DRUGS_MANYKINDS + 1.501 2.1421 0.0113 0.995 0.79 2.73 FUZZY_XPILL + 1.169 1.6717 0.0038 0.998 0.79 3.29 X_IP + 1.229 1.7560 0.0056 0.997 0.79 3.24 SORTED_RECIPS + 1.040 1.4875 0.0000 1.000 0.79 3.42 FUZZY_MORTGAGE + 1.039 1.4867 0.0000 1.000 0.79 3.20 PERCENT_RANDOM + 1.906 2.7155 0.0264 0.990 0.78 2.77 DATE_IN_FUTURE_12_24 + 1.961 2.7942 0.0282 0.990 0.78 2.00 BAYES_80 + 1.024 1.4648 0.0019 0.999 0.78 1.80 HEAD_ILLEGAL_CHARS + 1.166 1.6652 0.0075 0.995 0.78 3.14 SUBJECT_DRUG_GAP_C + 1.008 1.4413 0.0019 0.999 0.77 3.33 HTML_EXTRA_CLOSE + 0.946 1.3537 0.0000 1.000 0.77 3.04 FORGED_MUA_AOL_FROM + 0.988 1.4129 0.0019 0.999 0.77 3.33 SUBJECT_FUZZY_MEDS + 1.024 1.4632 0.0038 0.997 0.77 3.33 FUZZY_GUARANTEE + 3.369 4.7968 0.0546 0.989 0.77 2.41 URI_NOVOWEL + 0.934 1.3359 0.0000 1.000 0.77 3.33 FUZZY_PRESCRIPT + 0.961 1.3740 0.0019 0.999 0.77 3.33 HTML_IMAGE_ONLY_04 + 0.928 1.3278 0.0000 1.000 0.77 3.33 RATWARE_EFROM + 2.550 3.6288 0.0471 0.987 0.76 0.12 HTTP_ESCAPED_HOST + 1.237 1.7633 0.0151 0.992 0.76 1.89 HTML_FONT_LOW_CONTRAST + 1.128 1.6076 0.0132 0.992 0.76 0.37 DRUGS_MUSCLE + 2.414 3.4334 0.0471 0.986 0.76 0.34 HTML_IMAGE_ONLY_16 + 0.897 1.2840 0.0000 1.000 0.76 3.33 RATWARE_RCVD_AT + 0.922 1.3180 0.0038 0.997 0.75 3.15 ONLINE_PHARMACY + 1.627 2.3149 0.0301 0.987 0.75 2.27 DATE_IN_FUTURE_03_06 + 0.916 1.3091 0.0038 0.997 0.75 0.00 REPTO_QUOTE_AOL + 0.846 1.2102 0.0000 1.000 0.75 3.33 FUZZY_MILLION + 28.724 0.0576 95.2685 0.001 0.75 -2.31 BAYES_00 + 0.830 1.1883 0.0000 1.000 0.75 2.71 DRUGS_SLEEP_EREC + 0.913 1.3042 0.0056 0.996 0.74 3.33 HELO_DYNAMIC_SPLIT_IP + 2.416 3.4342 0.0527 0.985 0.74 0.29 RCVD_DOUBLE_IP_LOOSE + 2.613 3.7124 0.0603 0.984 0.74 0.22 HTML_FONT_TINY + 0.793 1.1339 0.0000 1.000 0.74 3.33 RATWARE_RCVD_PF + 0.798 1.1404 0.0019 0.998 0.74 3.15 FUZZY_PLEASE + 0.909 1.2969 0.0075 0.994 0.74 0.13 DRUGS_SLEEP + 0.948 1.3513 0.0113 0.992 0.74 2.37 HTML_OBFUSCATE_10_20 + 1.724 2.4503 0.0377 0.985 0.74 1.69 SUBJECT_EXCESS_BASE64 + 0.776 1.1104 0.0000 1.000 0.74 3.24 REPTO_QUOTE_MSN + 2.247 3.1917 0.0527 0.984 0.73 1.68 HTML_SHORT_LINK_IMG_3 + 0.769 1.0998 0.0000 1.000 0.73 2.64 HTTP_77 + 1.564 2.2224 0.0358 0.984 0.73 2.50 PRIORITY_NO_NAME + 0.804 1.1485 0.0056 0.995 0.73 2.96 FUZZY_REFINANCE + 0.768 1.0974 0.0019 0.998 0.72 1.22 HTML_TITLE_SUBJ_DIFF + 1.007 1.4324 0.0188 0.987 0.72 1.46 FRONTPAGE + 0.771 1.1015 0.0038 0.997 0.72 2.87 MSGID_SPAM_LETTERS + 0.697 0.9968 0.0000 1.000 0.72 3.24 HELO_DYNAMIC_COMCAST + 0.761 1.0877 0.0038 0.997 0.72 2.87 DAV_NON_HOTMAIL + 1.527 2.1672 0.0414 0.981 0.72 1.00 BAYES_60 + 4.880 6.9365 0.1073 0.985 0.71 0.09 HTML_MIME_NO_HTML_TAG + 0.679 0.9709 0.0000 1.000 0.71 3.15 HTML_OBFUSCATE_20_30 + 0.649 0.9279 0.0000 1.000 0.70 3.15 INVALID_TZ_EST + 1.288 1.8266 0.0377 0.980 0.70 0.17 HTML_TITLE_UNTITLED + 0.750 1.0698 0.0075 0.993 0.70 2.27 SUSPICIOUS_RECIPS + 0.612 0.8760 0.0000 1.000 0.70 3.15 FUZZY_MEDICATION + 0.669 0.9555 0.0038 0.996 0.70 3.05 FUZZY_ERECT + 0.798 1.1347 0.0151 0.987 0.70 2.59 RCVD_FAKE_HELO_DOTCOM + 0.859 1.2215 0.0188 0.985 0.70 2.31 SUBJ_HAS_SPACES + 0.614 0.8776 0.0019 0.998 0.70 2.46 FORGED_MUA_IMS + 2.075 2.9394 0.0678 0.977 0.70 2.13 FORGED_HOTMAIL_RCVD2 + 2.074 2.9378 0.0678 0.977 0.69 1.42 HTML_IMAGE_ONLY_20 + 0.694 0.9903 0.0075 0.992 0.69 2.90 RUDE_HTML + 0.675 0.9620 0.0075 0.992 0.69 2.96 BAD_ENC_HEADER + 0.581 0.8314 0.0000 1.000 0.69 3.05 FUZZY_OBLIGATION + 0.581 0.8314 0.0000 1.000 0.69 3.05 INVESTMENT_EXPERT + 1.614 2.2865 0.0546 0.977 0.69 2.31 MIME_HTML_MOSTLY + 0.727 1.0350 0.0113 0.989 0.69 2.82 FORGED_HOTMAIL_RCVD + 0.574 0.8208 0.0000 1.000 0.69 3.15 SUBJECT_DRUG_GAP_VIC + 1.886 2.6701 0.0659 0.976 0.69 2.04 MISSING_SUBJECT + 1.200 1.6984 0.0433 0.975 0.68 2.05 INVALID_MSGID + 0.681 0.9709 0.0094 0.990 0.68 1.01 DRUG_ED_CAPS + 0.563 0.8054 0.0000 1.000 0.68 2.96 FUZZY_PRICES + 0.586 0.8362 0.0038 0.996 0.68 2.81 URI_UNSUBSCRIBE + 0.597 0.8525 0.0056 0.993 0.68 2.82 MILLION_USD + 0.552 0.7892 0.0000 1.000 0.68 3.05 RATWARE_EGROUPS + 0.564 0.8062 0.0019 0.998 0.68 3.05 HTML_EHTML2 + 0.659 0.9384 0.0113 0.988 0.67 0.37 FUZZY_AMBIEN + 0.555 0.7933 0.0019 0.998 0.67 2.01 SUBJECT_FUZZY_VPILL + 0.535 0.7657 0.0000 1.000 0.67 2.45 SUBJECT_DRUG_GAP_X + 0.566 0.8079 0.0038 0.995 0.67 0.22 REPTO_QUOTE_QUALCOMM + 1.570 2.2183 0.0640 0.972 0.67 1.19 ADVANCE_FEE_2 + 0.632 0.8987 0.0113 0.988 0.67 2.44 IMPOTENCE + 0.520 0.7446 0.0000 1.000 0.67 2.96 FUZZY_PHARMACY + 0.732 1.0390 0.0188 0.982 0.67 2.10 DATE_IN_PAST_96_XX + 2.139 3.0221 0.0885 0.972 0.67 2.00 INVALID_DATE + 0.778 1.1031 0.0245 0.978 0.67 1.88 X_MAILER_SPAM + 4.826 6.8432 0.1450 0.979 0.66 2.04 BIZ_TLD + 0.501 0.7170 0.0000 1.000 0.66 2.96 FORGED_THEBAT_HTML + 0.498 0.7130 0.0000 1.000 0.66 2.96 FUZZY_PHENT + 0.532 0.7592 0.0038 0.995 0.66 0.36 ALL_NATURAL + 0.498 0.7121 0.0000 1.000 0.66 2.56 FORGED_MUA_THEBAT_BOUN + 0.575 0.8184 0.0094 0.989 0.66 0.65 MONEY_BACK + 0.889 1.2580 0.0339 0.974 0.66 0.01 X_MSMAIL_PRIORITY_HIGH + 0.494 0.7073 0.0000 1.000 0.66 2.96 FORGED_MSGID_HOTMAIL + 2.777 3.9225 0.1186 0.971 0.65 1.81 RCVD_ILLEGAL_IP + 0.482 0.6894 0.0000 1.000 0.65 0.46 HTML_TITLE_LONG + 0.478 0.6838 0.0000 1.000 0.65 2.52 FORGED_IMS_HTML + 1.308 1.8444 0.0640 0.966 0.65 1.92 UNRESOLVED_TEMPLATE + 0.603 0.8549 0.0169 0.981 0.65 1.52 HTML_OBFUSCATE_05_10 + 0.440 0.6302 0.0000 1.000 0.65 2.87 URI_NO_WWW_BIZ_CGI + 0.601 0.8533 0.0169 0.981 0.65 1.32 SPOOF_OURI + 2.903 4.1001 0.1243 0.971 0.65 0.80 DRUGS_PAIN + 8.084 11.4940 0.1676 0.986 0.64 1.97 MISSING_MIMEOLE + 0.429 0.6132 0.0000 1.000 0.64 2.87 FAKE_OUTBLAZE_RCVD + 0.697 0.9855 0.0264 0.974 0.64 2.16 INVALID_TZ_GMT + 0.440 0.6286 0.0038 0.994 0.63 2.68 SPOOF_COM2COM + 1.241 1.7463 0.0678 0.963 0.63 1.77 HTML_IMAGE_ONLY_24 + 0.408 0.5832 0.0000 1.000 0.63 2.87 HTML_OBFUSCATE_30_40 + 0.425 0.6067 0.0019 0.997 0.63 2.75 DRUG_DOSAGE + 0.406 0.5807 0.0000 1.000 0.63 2.87 MALE_ENHANCE + 0.780 1.1007 0.0358 0.969 0.63 2.00 HTML_00_10 + 0.403 0.5767 0.0000 1.000 0.63 2.74 SUBJECT_DRUG_GAP_VA + 0.392 0.5605 0.0000 1.000 0.63 2.82 MSGID_SHORT + 0.577 0.8168 0.0207 0.975 0.62 0.09 URI_AFFILIATE + 0.807 1.1363 0.0433 0.963 0.62 1.61 MPART_ALT_DIFF_COUNT + 0.396 0.5653 0.0019 0.997 0.62 2.87 FORGED_MUA_EUDORA + 0.375 0.5361 0.0000 1.000 0.62 2.87 VIA_GAP_GRA + 0.448 0.6367 0.0094 0.985 0.62 0.70 URG_BIZ + 0.374 0.5345 0.0000 1.000 0.62 2.87 UNCLOSED_BRACKET + 0.374 0.5345 0.0000 1.000 0.62 2.87 KOREAN_UCE_SUBJECT + 0.372 0.5321 0.0000 1.000 0.62 2.35 DRUGS_DIET_OBFU + 0.371 0.5305 0.0000 1.000 0.62 2.73 FUZZY_BILLION + 0.793 1.1153 0.0452 0.961 0.61 0.00 HTML_BACKHAIR_4 + 0.366 0.5240 0.0000 1.000 0.61 1.71 FORGED_MUA_OIMO + 0.526 0.7438 0.0188 0.975 0.61 0.70 SUBJ_BUY + 0.374 0.5337 0.0038 0.993 0.61 2.54 FUZZY_CREDIT + 0.346 0.4956 0.0000 1.000 0.61 2.77 HELO_DYNAMIC_ATTBI + 0.499 0.7073 0.0169 0.977 0.61 0.00 REPTO_QUOTE_IMS + 0.750 1.0544 0.0433 0.961 0.60 1.54 BAD_CREDIT + 0.354 0.5053 0.0019 0.996 0.60 2.68 CUM_SHOT + 0.332 0.4745 0.0000 1.000 0.60 2.77 MIME_BOUND_DIGITS_15 + 0.512 0.7243 0.0207 0.972 0.60 1.73 EMPTY_MESSAGE + 0.412 0.5840 0.0113 0.981 0.60 1.50 HTML_SHORT_LENGTH + 0.344 0.4915 0.0019 0.996 0.60 2.68 FUZZY_ROLEX + 1.511 2.1178 0.1017 0.954 0.60 1.73 HTML_IMAGE_ONLY_28 + 0.518 0.7316 0.0226 0.970 0.60 0.50 BANG_GUAR + 1.434 2.0083 0.0998 0.953 0.60 0.18 MIME_BASE64_BLANKS + 0.439 0.6213 0.0151 0.976 0.60 2.13 FROM_HAS_MIXED_NUMS + 0.329 0.4712 0.0000 1.000 0.60 0.02 HTML_NONELEMENT_80_90 + 1.329 1.8623 0.0923 0.953 0.60 0.02 X_PRIORITY_HIGH + 0.317 0.4534 0.0000 1.000 0.60 2.77 FORGED_MSGID_EXCITE + 0.779 1.0942 0.0490 0.957 0.60 0.15 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0.0657 0.0000 1.000 0.37 1.72 TERRA_ES + 0.045 0.0649 0.0000 1.000 0.37 1.67 CHINA_HEADER + 0.747 0.9952 0.1713 0.853 0.37 0.12 TO_CC_NONE + 8.557 11.7731 1.0920 0.915 0.37 0.07 HTML_FONT_BIG + 0.092 0.1249 0.0169 0.881 0.37 0.00 GUARANTEED_STUFF + 0.048 0.0681 0.0019 0.973 0.37 0.78 LIVE_PORN + 0.044 0.0625 0.0000 1.000 0.37 1.75 MULTI_FORGED + 0.048 0.0673 0.0019 0.973 0.37 1.42 FREE_QUOTE_INSTANT + 0.283 0.3699 0.0810 0.820 0.37 0.00 MISSING_DATE + 0.063 0.0868 0.0075 0.920 0.37 1.08 PORN_15 + 0.043 0.0616 0.0000 1.000 0.37 1.06 CONFIRMED_FORGED + 0.043 0.0616 0.0000 1.000 0.37 1.67 FORGED_MSGID_AOL + 0.050 0.0698 0.0038 0.949 0.37 1.76 FREE_PREVIEW + 0.952 1.2734 0.2052 0.861 0.37 0.48 DIET_1 + 0.135 0.1793 0.0320 0.848 0.37 0.17 OPTING_OUT_CAPS + 0.043 0.0608 0.0000 1.000 0.36 1.76 SUBJ_AS_SEEN + 0.049 0.0681 0.0038 0.948 0.36 1.45 FORGED_EUDORAMAIL_RCVD + 0.044 0.0625 0.0019 0.971 0.36 3.20 CHARSET_FARAWAY_HEADER + 0.624 0.8225 0.1619 0.836 0.36 0.31 FROM_HAS_ULINE_NUMS + 0.041 0.0584 0.0000 1.000 0.36 0.09 EXCUSE_4 + 0.105 0.1403 0.0245 0.851 0.36 0.00 CONSOLIDATE_DEBT + 0.040 0.0568 0.0000 1.000 0.36 1.59 DRUG_ED_SILD + 0.049 0.0681 0.0056 0.923 0.36 0.13 HTML_FONT_SIZE_HUGE + 0.039 0.0560 0.0000 1.000 0.36 1.50 RATWARE_RCVD_LC_ESMTP + 0.039 0.0560 0.0000 1.000 0.36 1.76 EXCUSE_24 + 0.070 0.0941 0.0132 0.877 0.36 1.51 ML_MARKETING + 0.039 0.0552 0.0000 1.000 0.36 1.67 DEEP_DISC_MEDS + 1.171 1.5492 0.2937 0.841 0.36 1.06 HTML_IMAGE_RATIO_04 + 0.048 0.0657 0.0056 0.921 0.36 2.45 MIME_CHARSET_FARAWAY + 0.038 0.0543 0.0000 1.000 0.35 0.00 DIET_3 + 0.037 0.0535 0.0000 1.000 0.35 1.67 HDR_ORDER_TRIMRS + 0.037 0.0535 0.0000 1.000 0.35 1.67 HELO_DYNAMIC_RR2 + 0.043 0.0592 0.0038 0.940 0.35 0.01 DIET_2 + 0.065 0.0876 0.0132 0.869 0.35 0.86 SUBJ_YOUR_OWN + 8.896 12.2248 1.1673 0.913 0.35 0.18 DOMAIN_RATIO + 0.036 0.0511 0.0000 1.000 0.35 1.65 COMPETE + 0.041 0.0576 0.0038 0.939 0.35 0.00 FAKE_HELO_LYCOS + 0.067 0.0900 0.0151 0.857 0.35 0.00 HTML_COMMENT_SHORT + 0.035 0.0503 0.0000 1.000 0.35 1.67 HEADER_COUNT_CTYPE + 3.744 5.1002 0.5950 0.896 0.35 0.46 HTML_30_40 + 0.034 0.0487 0.0000 1.000 0.35 1.46 MEET_SINGLES + 0.034 0.0487 0.0000 1.000 0.35 1.76 HELO_DYNAMIC_VTR + 0.175 0.2279 0.0527 0.812 0.35 0.81 BLANK_LINES_80_90 + 0.037 0.0527 0.0019 0.966 0.35 0.82 SENT_IN_COMPLIANCE + 0.054 0.0730 0.0113 0.866 0.35 0.71 GET_PAID + 0.033 0.0479 0.0000 1.000 0.35 1.56 BARGAIN_URL + 0.033 0.0479 0.0000 1.000 0.35 1.67 WITH_LC_SMTP + 0.033 0.0479 0.0000 1.000 0.35 1.39 BANG_OPRAH + 0.079 0.1046 0.0188 0.847 0.35 0.14 FREE_PORN + 7.587 10.3553 1.1617 0.899 0.34 0.11 HTML_LINK_IMAGE_BUG + 0.032 0.0462 0.0000 1.000 0.34 1.57 WRINKLES + 0.056 0.0738 0.0132 0.848 0.34 1.25 NUMERIC_HTTP_ADDR + 0.086 0.1136 0.0226 0.834 0.34 1.09 URI_NO_WWW_ANY_CGI + 0.031 0.0446 0.0000 1.000 0.34 1.67 HARDCORE_PORN + 0.035 0.0487 0.0019 0.963 0.34 1.67 BILL_1618 + 0.220 0.0333 0.6533 0.048 0.34 -0.74 BAYES_20 + 0.031 0.0438 0.0000 1.000 0.34 1.67 FAKE_HELO_EMAIL_COM + 0.031 0.0438 0.0000 1.000 0.34 1.31 FIN_FREE + 3.862 5.2478 0.6439 0.891 0.34 0.28 HTML_TAG_EXIST_TBODY + 0.029 0.0422 0.0000 1.000 0.34 1.67 FAKE_HELO_EUDORAMAIL + 4.256 5.7904 0.6929 0.893 0.34 0.50 HTML_40_50 + 0.103 0.1346 0.0301 0.817 0.34 0.00 BEST_PORN + 0.212 0.2709 0.0753 0.782 0.34 0.01 SUBJ_FREE_CAP + 0.029 0.0414 0.0000 1.000 0.34 2.50 MISSING_HB_SEP + 0.028 0.0406 0.0000 1.000 0.34 1.57 HELO_DYNAMIC_NTL + 0.032 0.0446 0.0019 0.960 0.34 1.62 SUBJ_GUARANTEED + 1.512 2.0026 0.3747 0.842 0.34 0.71 UNDISC_RECIPS + 0.052 0.0681 0.0132 0.838 0.34 0.28 EXTRA_CASH + 0.456 0.5872 0.1506 0.796 0.34 0.12 TO_EMPTY + 0.477 0.6172 0.1525 0.802 0.34 0.00 MIME_MISSING_BOUNDARY + 0.028 0.0397 0.0000 1.000 0.34 1.26 MSGID_SPAM_ZEROES + 0.031 0.0438 0.0019 0.959 0.34 1.27 SUBJ_FOR_ONLY + 0.887 1.1607 0.2504 0.823 0.34 0.00 HTML_BACKHAIR_2 + 0.027 0.0381 0.0000 1.000 0.33 3.20 CHARSET_FARAWAY + 0.027 0.0381 0.0000 1.000 0.33 1.57 PORN_16 + 0.027 0.0381 0.0000 1.000 0.33 1.58 DRUGS_SMEAR1 + 1.833 2.4455 0.4123 0.856 0.33 0.01 HTML_TITLE_EMPTY + 4.452 5.9948 0.8717 0.873 0.33 0.00 HTML_50_60 + 0.024 0.0341 0.0000 1.000 0.33 1.57 INVALID_DATE_TZ_ABSURD + 0.024 0.0341 0.0000 1.000 0.33 1.47 FAKE_HELO_YAHOO_CA + 0.024 0.0341 0.0000 1.000 0.33 1.57 EXCUSE_23 + 0.086 0.1119 0.0264 0.809 0.33 1.12 ADDR_FREE + 0.022 0.0308 0.0000 1.000 0.33 1.47 FORGED_TELESP_RCVD + 0.022 0.0308 0.0000 1.000 0.33 0.61 HIDDEN_CHARGES + 0.021 0.0300 0.0000 1.000 0.33 1.19 YAHOO_DRS_REDIR + 0.019 0.0268 0.0000 1.000 0.33 1.57 TO_TXT + 4.794 6.3760 1.1203 0.851 0.33 0.00 HTML_60_70 + 0.018 0.0260 0.0000 1.000 0.32 1.48 HELO_DYNAMIC_HEXIP + 0.024 0.0333 0.0019 0.946 0.32 1.48 BE_BOSS + 0.042 0.0552 0.0113 0.830 0.32 0.72 DISGUISE_PORN + 0.018 0.0251 0.0000 1.000 0.32 0.05 PORN_URL_SLUT + 0.018 0.0251 0.0000 1.000 0.32 1.17 TO_RECIP_MARKER + 0.034 0.0454 0.0075 0.858 0.32 1.39 EXCUSE_12 + 0.016 0.0227 0.0000 1.000 0.32 0.00 HTML_BADTAG_80_90 + 0.016 0.0227 0.0000 1.000 0.32 1.48 PREST_NON_ACCREDITED + 0.463 0.5945 0.1582 0.790 0.32 0.00 MORTGAGE_PITCH + 0.015 0.0211 0.0000 1.000 0.32 1.48 JAPANESE_UCE_SUBJECT + 0.043 0.0560 0.0132 0.809 0.32 0.02 FULL_REFUND + 0.014 0.0203 0.0000 1.000 0.32 1.03 SUBJ_2_NUM_PARENS + 28.977 39.6261 4.2570 0.903 0.32 0.39 MIME_HTML_ONLY + 0.014 0.0195 0.0000 1.000 0.32 1.40 HTML_OBFUSCATE_80_90 + 0.048 0.0616 0.0169 0.784 0.32 0.16 FREE_ACCESS + 0.013 0.0187 0.0000 1.000 0.32 1.48 JS_FROMCHARCODE + 0.013 0.0187 0.0000 1.000 0.32 1.48 HTTP_CTRL_CHARS_HOST + 0.065 0.0819 0.0245 0.770 0.32 0.01 ACT_NOW_CAPS + 0.012 0.0178 0.0000 1.000 0.32 100.00 USER_IN_BLACKLIST + 0.545 0.7081 0.1676 0.809 0.31 0.62 PLING_QUERY + 11.890 16.2430 1.7849 0.901 0.31 1.18 MSGID_FROM_MTA_ID + 0.011 0.0162 0.0000 1.000 0.31 1.48 NONEXISTENT_CHARSET + 0.011 0.0154 0.0000 1.000 0.31 1.35 DRUG_ED_COMBO + 0.011 0.0154 0.0000 1.000 0.31 1.48 RATWARE_JPFREE + 0.014 0.0195 0.0019 0.912 0.31 0.46 JOIN_MILLIONS + 0.072 0.0908 0.0282 0.763 0.31 0.00 TO_MALFORMED + 0.010 0.0146 0.0000 1.000 0.31 0.00 HELO_DYNAMIC_VELOX + 0.010 0.0146 0.0000 1.000 0.31 0.00 RCVD_BONUS_SPC_DATE + 0.017 0.0227 0.0038 0.858 0.31 1.33 EARN_PER_WEEK + 0.010 0.0138 0.0000 1.000 0.31 1.48 FROM_NONSENDING_DOMAIN + 2.286 3.0278 0.5648 0.843 0.31 0.11 ADVANCE_FEE_1 + 0.009 0.0130 0.0000 1.000 0.31 1.48 NO_MEDICAL + 0.009 0.0000 0.0301 0.000 0.31 -15.00 USER_IN_DEF_WHITELIST + 0.009 0.0122 0.0000 1.000 0.31 0.00 TO_NO_USER + 14.034 18.6114 3.4079 0.845 0.31 0.00 UNPARSEABLE_RELAY + 0.008 0.0114 0.0000 1.000 0.31 0.00 FORGED_AOL_RCVD + 0.007 0.0105 0.0000 1.000 0.31 1.17 WE_HONOR_ALL + 0.007 0.0097 0.0000 1.000 0.30 1.48 MICRO_CAP_WARNING + 0.059 0.0730 0.0264 0.735 0.30 0.00 HIDE_WIN_STATUS + 0.012 0.0162 0.0038 0.812 0.30 1.24 AMAZING_STUFF + 0.006 0.0089 0.0000 1.000 0.30 0.00 CONFIDENTIAL_ORDER + 0.070 0.0868 0.0301 0.742 0.30 0.40 DATE_IN_PAST_48_96 + 0.006 0.0081 0.0000 1.000 0.30 0.00 HDR_ORDER_MTSRIX + 0.024 0.0308 0.0094 0.766 0.30 0.23 FREE_SAMPLE + 0.005 0.0065 0.0000 1.000 0.30 0.01 T_HTML_IFRAME_SRC + 0.005 0.0065 0.0000 1.000 0.30 0.00 HTML_OBFUSCATE_90_100 + 0.008 0.0105 0.0019 0.848 0.30 0.00 FROM_AND_TO_SAME + 43.242 57.7346 9.5986 0.857 0.30 0.00 HTML_MESSAGE + 0.004 0.0057 0.0000 1.000 0.30 0.00 REMOVE_POSTAL + 0.004 0.0057 0.0000 1.000 0.30 0.00 FAKED_UNDISC_RECIPS + 0.003 0.0041 0.0000 1.000 0.30 0.00 RATWARE_STORM_URI + 2.785 3.6662 0.7399 0.832 0.30 0.00 HTML_FONT_INVISIBLE + 0.002 0.0032 0.0000 1.000 0.30 0.01 T_PH_SEC + 0.002 0.0024 0.0000 1.000 0.30 0.00 YAHOO_RD_REDIR + 0.002 0.0024 0.0000 1.000 0.30 0.00 HELO_DYNAMIC_TELIA + 0.002 0.0000 0.0056 0.000 0.30 -6.00 USER_IN_WHITELIST_TO + 0.599 0.7738 0.1920 0.801 0.30 0.00 FROM_EXCESS_QP + 12.995 16.4717 4.9236 0.770 0.29 0.08 RCVD_BY_IP + 0.033 0.0406 0.0151 0.729 0.29 0.00 MISSING_MIME_HB_SEP + 1.714 2.2508 0.4688 0.828 0.29 0.33 HTML_WEB_BUGS + 0.001 0.0016 0.0000 1.000 0.29 0.01 T_EB_PHISH + 0.001 0.0008 0.0000 1.000 0.29 0.00 HELO_DYNAMIC_CHELLO_NO + 0.001 0.0008 0.0000 1.000 0.29 0.00 YOU_CAN_SEARCH + 0.000 0.0000 0.0000 0.500 0.29 100.00 SUBJECT_IN_BLACKLIST + 0.000 0.0000 0.0000 0.500 0.29 -5.00 HASHCASH_HIGH + 0.000 0.0000 0.0000 0.500 0.29 0.00 MSGID_SPAM_99X9XX99 + 0.000 0.0000 0.0000 0.500 0.29 10.00 USER_IN_BLACKLIST_TO + 0.000 0.0000 0.0000 0.500 0.29 0.01 T_PP_PHISH + 0.000 0.0000 0.0000 0.500 0.29 -3.00 HASHCASH_24 + 0.000 0.0000 0.0000 0.500 0.29 0.10 MICROSOFT_EXECUTABLE + 0.000 0.0000 0.0000 0.500 0.29 0.00 RESISTANCE_IS_FUTILE + 0.000 0.0000 0.0000 0.500 0.29 0.00 RATWARE_HASH_DASH + 0.000 0.0000 0.0000 0.500 0.29 0.50 HTML_CHARSET_FARAWAY + 0.000 0.0000 0.0000 0.500 0.29 2.50 FRAGMENTED_MESSAGE + 0.000 0.0000 0.0000 0.500 0.29 -20.00 USER_IN_MORE_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.29 0.10 MIME_SUSPECT_NAME + 0.000 0.0000 0.0000 0.500 0.29 -4.00 HASHCASH_25 + 0.000 0.0000 0.0000 0.500 0.29 0.01 T_PH_REC + 0.000 0.0000 0.0000 0.500 0.29 -1.00 HASHCASH_22 + 0.000 0.0000 0.0000 0.500 0.29 -0.50 HASHCASH_20 + 0.000 0.0000 0.0000 0.500 0.29 1.00 AWL + 0.000 0.0000 0.0000 0.500 0.29 1000.00 GTUBE + 0.000 0.0000 0.0000 0.500 0.29 2.80 UNWANTED_LANGUAGE_BODY + 0.000 0.0000 0.0000 0.500 0.29 -0.70 HASHCASH_21 + 0.000 0.0000 0.0000 0.500 0.29 0.00 FORGED_GW05_RCVD + 0.000 0.0000 0.0000 0.500 0.29 1.50 BODY_8BITS + 0.000 0.0000 0.0000 0.500 0.29 0.10 HASHCASH_2SPEND + 0.000 0.0000 0.0000 0.500 0.29 0.00 MSGID_FROM_MTA_HOTMAIL + 0.000 0.0000 0.0000 0.500 0.29 0.00 ACCESSDB + 0.000 0.0000 0.0000 0.500 0.29 -100.00 USER_IN_ALL_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.29 -2.00 HASHCASH_23 + 0.000 0.0000 0.0000 0.500 0.29 -100.00 SUBJECT_IN_WHITELIST + 0.002 0.0024 0.0019 0.564 0.29 2.50 HEAD_LONG + 0.102 0.1257 0.0471 0.728 0.29 0.00 FROM_NO_USER + 0.001 0.0008 0.0019 0.301 0.29 2.50 HIGH_CODEPAGE_URI + 0.549 0.7048 0.1864 0.791 0.29 0.56 NO_COST + 7.003 8.7485 2.9523 0.748 0.29 0.00 HTML_80_90 + 0.333 0.4104 0.1525 0.729 0.28 0.01 LOTS_OF_STUFF + 0.135 0.1647 0.0659 0.714 0.28 0.00 MORTGAGE_BEST + 4.956 6.3647 1.6870 0.790 0.28 0.14 HTML_70_80 + 0.019 0.0211 0.0151 0.583 0.28 0.00 HTML_SHOUTING7 + 0.002 0.0000 0.0056 0.000 0.28 0.00 MIME_BOUND_DIGITS_7 + 1.350 1.7414 0.4406 0.798 0.27 0.00 URI_HEX + 0.031 0.0349 0.0207 0.627 0.27 0.17 RECEIVE_OFFER + 23.258 19.1994 32.6781 0.370 0.27 0.00 FORGED_RCVD_HELO + 0.006 0.0041 0.0094 0.301 0.27 -0.00 NO_RECEIVED + 0.032 0.0357 0.0226 0.612 0.27 0.01 HTML_SHOUTING6 + 3.601 4.5243 1.4592 0.756 0.26 0.00 BAYES_50 + 0.149 0.1776 0.0810 0.687 0.26 0.00 HTML_FONT_FACE_CAPS + 1.202 1.5281 0.4462 0.774 0.26 0.27 MSGID_FROM_MTA_HEADER + 0.127 0.1492 0.0753 0.665 0.25 0.00 MORTGAGE_RATES + 0.039 0.0422 0.0320 0.569 0.25 0.51 REPLY_TO_EMPTY + 1.583 2.0204 0.5667 0.781 0.25 0.00 UPPERCASE_25_50 + 7.304 7.4264 7.0210 0.514 0.25 0.06 NO_REAL_NAME + 0.218 0.0600 0.5837 0.093 0.23 -0.18 BAYES_40 + 0.520 0.6254 0.2749 0.695 0.22 0.00 HTML_EVENT_UNSAFE + 1.923 2.2638 1.1316 0.667 0.21 0.45 MAILTO_TO_SPAM_ADDR + 0.221 0.2523 0.1469 0.632 0.21 0.11 BANG_MORE + 0.810 0.9741 0.4293 0.694 0.19 0.00 REMOVE_PAGE + 0.382 0.4412 0.2448 0.643 0.19 0.00 WEIRD_PORT + 2.472 2.7723 1.7755 0.610 0.18 0.00 HTML_BADTAG_00_10 + 0.439 0.5086 0.2768 0.648 0.18 0.01 MISSING_HEADERS + 0.625 0.7267 0.3897 0.651 0.18 0.14 HTML_IMAGE_RATIO_06 + 1.742 1.9572 1.2427 0.612 0.17 0.18 MIME_HEADER_CTYPE_ONLY + 0.857 1.0171 0.4839 0.678 0.17 0.01 LOW_PRICE + 0.071 0.0633 0.0885 0.417 0.16 0.00 BLANK_LINES_90_100 + 0.391 0.4339 0.2918 0.598 0.16 0.00 HTML_IMAGE_RATIO_08 + 0.663 0.7641 0.4274 0.641 0.16 0.00 URI_DIGITS + 1.368 1.4105 1.2690 0.526 0.13 0.00 HTML_NONELEMENT_00_10 + 0.762 0.8460 0.5667 0.599 0.12 0.07 HTML_NONELEMENT_10_20 + 1.190 0.9433 1.7642 0.348 0.04 0.00 URI_REDIRECTOR + 0.413 0.3569 0.5441 0.396 0.00 0.00 TO_ADDRESS_EQ_REAL Rule file versions for which these results apply: -(SpamAssassin Version string: 3.000000-pre4-cvs) +(SpamAssassin Version string: 3.001000-pre4-cvs) --rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf --rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf --rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf --rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf --rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf --rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf --rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf --rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf --rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf --rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf --rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf --rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf --rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf --rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf --rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf --rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf --rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf --rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf --rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf --rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf --rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf --rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf --rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf --rw-r--r-- 1 stern stern 35839 Aug 5 10:26 50_scores.cf --rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf --rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf --rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf --rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf --rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf +-rw-r--r-- 1 jm other 5479 Jul 29 00:06 10_misc.cf +-rw-r--r-- 1 jm other 8141 May 12 22:52 20_advance_fee.cf +-rw-r--r-- 1 jm other 1602 May 12 22:52 20_anti_ratware.cf +-rw-r--r-- 1 jm other 6719 May 12 22:52 20_body_tests.cf +-rw-r--r-- 1 jm other 1563 May 12 22:52 20_compensate.cf +-rw-r--r-- 1 jm other 14309 Aug 6 22:41 20_dnsbl_tests.cf +-rw-r--r-- 1 jm other 15665 May 12 22:52 20_drugs.cf +-rw-r--r-- 1 jm other 11486 May 12 22:52 20_fake_helo_tests.cf +-rw-r--r-- 1 jm other 32870 May 26 04:39 20_head_tests.cf +-rw-r--r-- 1 jm other 17530 May 12 22:52 20_html_tests.cf +-rw-r--r-- 1 jm other 3334 May 12 22:52 20_meta_tests.cf +-rw-r--r-- 1 jm other 2164 May 12 22:52 20_net_tests.cf +-rw-r--r-- 1 jm other 15986 Aug 9 01:16 20_phrases.cf +-rw-r--r-- 1 jm other 4817 May 12 22:52 20_porn.cf +-rw-r--r-- 1 jm other 16793 May 12 22:52 20_ratware.cf +-rw-r--r-- 1 jm other 7852 Jul 29 00:06 20_uri_tests.cf +-rw-r--r-- 1 jm other 2334 May 12 22:52 23_bayes.cf +-rw-r--r-- 1 jm other 420 May 19 07:28 25_accessdb.cf +-rw-r--r-- 1 jm other 1342 May 12 22:52 25_antivirus.cf +-rw-r--r-- 1 jm other 9114 May 12 22:52 25_body_tests_es.cf +-rw-r--r-- 1 jm other 17673 May 12 22:52 25_body_tests_pl.cf +-rw-r--r-- 1 jm other 190 May 12 22:52 25_dcc.cf +-rw-r--r-- 1 jm other 1944 May 12 22:52 25_domainkeys.cf +-rw-r--r-- 1 jm other 2735 May 12 22:52 25_hashcash.cf +-rw-r--r-- 1 jm other 189 May 12 22:52 25_pyzor.cf +-rw-r--r-- 1 jm other 2201 May 19 07:28 25_razor2.cf +-rw-r--r-- 1 jm other 8342 May 19 07:28 25_replace.cf +-rw-r--r-- 1 jm other 2870 Jul 29 00:06 25_spf.cf +-rw-r--r-- 1 jm other 352 May 12 22:52 25_textcat.cf +-rw-r--r-- 1 jm other 6541 Jul 29 00:06 25_uribl.cf +-rw-r--r-- 1 jm other 47112 Jul 29 00:06 30_text_de.cf +-rw-r--r-- 1 jm other 34883 Jul 29 00:06 30_text_fr.cf +-rw-r--r-- 1 jm other 1667 May 12 22:52 30_text_it.cf +-rw-r--r-- 1 jm other 38211 Jul 29 00:06 30_text_nl.cf +-rw-r--r-- 1 jm other 30281 May 19 07:28 30_text_pl.cf +-rw-r--r-- 1 jm other 2883 May 12 22:52 30_text_pt_br.cf +-rw-r--r-- 1 jm other 35221 Aug 9 01:13 50_scores.cf +-rw-r--r-- 1 jm other 1113 May 12 22:52 60_awl.cf +-rw-r--r-- 1 jm other 4903 Jul 29 00:06 60_whitelist.cf +-rw-r--r-- 1 jm other 3480 Jul 29 00:06 60_whitelist_spf.cf +-rw-r--r-- 1 jm other 1723 Jul 29 00:06 60_whitelist_subject.cf +-rw-r--r-- 1 jm other 6201 May 12 22:52 70_broken_rules.cf +-rw-r--r-- 1 jm other 60 Jul 29 00:06 70_scraped.cf +-rw-r--r-- 1 jm other 1926 Aug 9 01:18 70_testing.cf +-rw-r--r-- 1 jm other 1208 Jul 29 00:06 local.cf +-rw-r--r-- 1 jm other 2679 May 12 22:52 regression_tests.cf Index: rules/STATISTICS-set3.txt =================================================================== --- rules/STATISTICS-set3.txt (revision 231359) +++ rules/STATISTICS-set3.txt (working copy) @@ -3,160 +3,160 @@ Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: -# Correctly non-spam: 29443 99.97% -# Correctly spam: 27220 97.53% -# False positives: 9 0.03% -# False negatives: 688 2.47% -# TCR(l=50): 24.523726 SpamRecall: 97.535% SpamPrec: 99.967% +# Correctly non-spam: 53068 99.96% +# Correctly spam: 122508 98.97% +# False positives: 23 0.04% +# False negatives: 1270 1.03% +# TCR(l=50): 51.147934 SpamRecall: 98.974% SpamPrec: 99.981% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: -# Correctly non-spam: 1261 4.28% -# Correctly spam: 27906 99.99% -# False positives: 28191 95.72% -# False negatives: 2 0.01% -# TCR(l=50): 0.019799 SpamRecall: 99.993% SpamPrec: 49.746% +# Correctly non-spam: 632 1.19% +# Correctly spam: 123778 100.00% +# False positives: 52459 98.81% +# False negatives: 0 0.00% +# TCR(l=50): 0.047190 SpamRecall: 100.000% SpamPrec: 70.234% # SUMMARY for threshold -3.0: -# Correctly non-spam: 1302 4.42% -# Correctly spam: 27906 99.99% -# False positives: 28150 95.58% -# False negatives: 2 0.01% -# TCR(l=50): 0.019828 SpamRecall: 99.993% SpamPrec: 49.782% +# Correctly non-spam: 863 1.63% +# Correctly spam: 123778 100.00% +# False positives: 52228 98.37% +# False negatives: 0 0.00% +# TCR(l=50): 0.047399 SpamRecall: 100.000% SpamPrec: 70.326% # SUMMARY for threshold -2.0: -# Correctly non-spam: 23020 78.16% -# Correctly spam: 27899 99.97% -# False positives: 6432 21.84% -# False negatives: 9 0.03% -# TCR(l=50): 0.086776 SpamRecall: 99.968% SpamPrec: 81.265% +# Correctly non-spam: 43647 82.21% +# Correctly spam: 123767 99.99% +# False positives: 9444 17.79% +# False negatives: 11 0.01% +# TCR(l=50): 0.262124 SpamRecall: 99.991% SpamPrec: 92.910% # SUMMARY for threshold -1.0: -# Correctly non-spam: 25284 85.85% -# Correctly spam: 27892 99.94% -# False positives: 4168 14.15% -# False negatives: 16 0.06% -# TCR(l=50): 0.133905 SpamRecall: 99.943% SpamPrec: 86.999% +# Correctly non-spam: 48621 91.58% +# Correctly spam: 123761 99.99% +# False positives: 4470 8.42% +# False negatives: 17 0.01% +# TCR(l=50): 0.553774 SpamRecall: 99.986% SpamPrec: 96.514% -# SUMMARY for threshold 0.0: -# Correctly non-spam: 26235 89.08% -# Correctly spam: 27888 99.93% -# False positives: 3217 10.92% -# False negatives: 20 0.07% -# TCR(l=50): 0.173482 SpamRecall: 99.928% SpamPrec: 89.658% +# SUMMARY for threshold 5.0: +# Correctly non-spam: 53068 99.96% +# Correctly spam: 122508 98.97% +# False positives: 23 0.04% +# False negatives: 1270 1.03% +# TCR(l=50): 51.147934 SpamRecall: 98.974% SpamPrec: 99.981% # SUMMARY for threshold 1.0: -# Correctly non-spam: 29042 98.61% -# Correctly spam: 27787 99.57% -# False positives: 410 1.39% -# False negatives: 121 0.43% -# TCR(l=50): 1.353378 SpamRecall: 99.566% SpamPrec: 98.546% +# Correctly non-spam: 52223 98.37% +# Correctly spam: 123638 99.89% +# False positives: 868 1.63% +# False negatives: 140 0.11% +# TCR(l=50): 2.842857 SpamRecall: 99.887% SpamPrec: 99.303% # SUMMARY for threshold 2.0: -# Correctly non-spam: 29277 99.41% -# Correctly spam: 27696 99.24% -# False positives: 175 0.59% -# False negatives: 212 0.76% -# TCR(l=50): 3.114037 SpamRecall: 99.240% SpamPrec: 99.372% +# Correctly non-spam: 52742 99.34% +# Correctly spam: 123543 99.81% +# False positives: 349 0.66% +# False negatives: 235 0.19% +# TCR(l=50): 6.999039 SpamRecall: 99.810% SpamPrec: 99.718% # SUMMARY for threshold 3.0: -# Correctly non-spam: 29372 99.73% -# Correctly spam: 27612 98.94% -# False positives: 80 0.27% -# False negatives: 296 1.06% -# TCR(l=50): 6.496276 SpamRecall: 98.939% SpamPrec: 99.711% +# Correctly non-spam: 52914 99.67% +# Correctly spam: 123413 99.71% +# False positives: 177 0.33% +# False negatives: 365 0.29% +# TCR(l=50): 13.432230 SpamRecall: 99.705% SpamPrec: 99.857% # SUMMARY for threshold 4.0: -# Correctly non-spam: 29420 99.89% -# Correctly spam: 27432 98.29% -# False positives: 32 0.11% -# False negatives: 476 1.71% -# TCR(l=50): 13.443160 SpamRecall: 98.294% SpamPrec: 99.883% +# Correctly non-spam: 53019 99.86% +# Correctly spam: 123083 99.44% +# False positives: 72 0.14% +# False negatives: 695 0.56% +# TCR(l=50): 28.819092 SpamRecall: 99.439% SpamPrec: 99.942% # SUMMARY for threshold 4.5: -# Correctly non-spam: 29437 99.95% -# Correctly spam: 27352 98.01% -# False positives: 15 0.05% -# False negatives: 556 1.99% -# TCR(l=50): 21.369066 SpamRecall: 98.008% SpamPrec: 99.945% +# Correctly non-spam: 53041 99.91% +# Correctly spam: 122861 99.26% +# False positives: 50 0.09% +# False negatives: 917 0.74% +# TCR(l=50): 36.224173 SpamRecall: 99.259% SpamPrec: 99.959% # SUMMARY for threshold 5.5: -# Correctly non-spam: 29444 99.97% -# Correctly spam: 27092 97.08% -# False positives: 8 0.03% -# False negatives: 816 2.92% -# TCR(l=50): 22.950658 SpamRecall: 97.076% SpamPrec: 99.970% +# Correctly non-spam: 53072 99.96% +# Correctly spam: 122282 98.79% +# False positives: 19 0.04% +# False negatives: 1496 1.21% +# TCR(l=50): 50.604252 SpamRecall: 98.791% SpamPrec: 99.984% # SUMMARY for threshold 6.0: -# Correctly non-spam: 29447 99.98% -# Correctly spam: 26931 96.50% -# False positives: 5 0.02% -# False negatives: 977 3.50% -# TCR(l=50): 22.744906 SpamRecall: 96.499% SpamPrec: 99.981% +# Correctly non-spam: 53078 99.98% +# Correctly spam: 122039 98.60% +# False positives: 13 0.02% +# False negatives: 1739 1.40% +# TCR(l=50): 51.811637 SpamRecall: 98.595% SpamPrec: 99.989% # SUMMARY for threshold 6.5: -# Correctly non-spam: 29449 99.99% -# Correctly spam: 26751 95.85% -# False positives: 3 0.01% -# False negatives: 1157 4.15% -# TCR(l=50): 21.352716 SpamRecall: 95.854% SpamPrec: 99.989% +# Correctly non-spam: 53081 99.98% +# Correctly spam: 121740 98.35% +# False positives: 10 0.02% +# False negatives: 2038 1.65% +# TCR(l=50): 48.769898 SpamRecall: 98.354% SpamPrec: 99.992% # SUMMARY for threshold 7.0: -# Correctly non-spam: 29451 100.00% -# Correctly spam: 26514 95.01% -# False positives: 1 0.00% -# False negatives: 1394 4.99% -# TCR(l=50): 19.326870 SpamRecall: 95.005% SpamPrec: 99.996% +# Correctly non-spam: 53083 99.98% +# Correctly spam: 121124 97.86% +# False positives: 8 0.02% +# False negatives: 2654 2.14% +# TCR(l=50): 40.529797 SpamRecall: 97.856% SpamPrec: 99.993% # SUMMARY for threshold 8.0: -# Correctly non-spam: 29452 100.00% -# Correctly spam: 26031 93.27% -# False positives: 0 0.00% -# False negatives: 1877 6.73% -# TCR(l=50): 14.868407 SpamRecall: 93.274% SpamPrec: 100.000% +# Correctly non-spam: 53088 99.99% +# Correctly spam: 120398 97.27% +# False positives: 3 0.01% +# False negatives: 3380 2.73% +# TCR(l=50): 35.064589 SpamRecall: 97.269% SpamPrec: 99.998% # SUMMARY for threshold 9.0: -# Correctly non-spam: 29452 100.00% -# Correctly spam: 25486 91.32% -# False positives: 0 0.00% -# False negatives: 2422 8.68% -# TCR(l=50): 11.522709 SpamRecall: 91.321% SpamPrec: 100.000% +# Correctly non-spam: 53089 100.00% +# Correctly spam: 119277 96.36% +# False positives: 2 0.00% +# False negatives: 4501 3.64% +# TCR(l=50): 26.902413 SpamRecall: 96.364% SpamPrec: 99.998% # SUMMARY for threshold 10.0: -# Correctly non-spam: 29452 100.00% -# Correctly spam: 24850 89.04% -# False positives: 0 0.00% -# False negatives: 3058 10.96% -# TCR(l=50): 9.126226 SpamRecall: 89.043% SpamPrec: 100.000% +# Correctly non-spam: 53089 100.00% +# Correctly spam: 118166 95.47% +# False positives: 2 0.00% +# False negatives: 5612 4.53% +# TCR(l=50): 21.669818 SpamRecall: 95.466% SpamPrec: 99.998% # SUMMARY for threshold 12.0: -# Correctly non-spam: 29452 100.00% -# Correctly spam: 23527 84.30% -# False positives: 0 0.00% -# False negatives: 4381 15.70% -# TCR(l=50): 6.370235 SpamRecall: 84.302% SpamPrec: 100.000% +# Correctly non-spam: 53090 100.00% +# Correctly spam: 115183 93.06% +# False positives: 1 0.00% +# False negatives: 8595 6.94% +# TCR(l=50): 14.317872 SpamRecall: 93.056% SpamPrec: 99.999% # SUMMARY for threshold 15.0: -# Correctly non-spam: 29452 100.00% -# Correctly spam: 21213 76.01% -# False positives: 0 0.00% -# False negatives: 6695 23.99% -# TCR(l=50): 4.168484 SpamRecall: 76.010% SpamPrec: 100.000% +# Correctly non-spam: 53090 100.00% +# Correctly spam: 109295 88.30% +# False positives: 1 0.00% +# False negatives: 14483 11.70% +# TCR(l=50): 8.517030 SpamRecall: 88.299% SpamPrec: 99.999% # SUMMARY for threshold 17.0: -# Correctly non-spam: 29452 100.00% -# Correctly spam: 19623 70.31% -# False positives: 0 0.00% -# False negatives: 8285 29.69% -# TCR(l=50): 3.368497 SpamRecall: 70.313% SpamPrec: 100.000% +# Correctly non-spam: 53090 100.00% +# Correctly spam: 104171 84.16% +# False positives: 1 0.00% +# False negatives: 19607 15.84% +# TCR(l=50): 6.296892 SpamRecall: 84.160% SpamPrec: 99.999% # SUMMARY for threshold 20.0: -# Correctly non-spam: 29452 100.00% -# Correctly spam: 17301 61.99% +# Correctly non-spam: 53091 100.00% +# Correctly spam: 94871 76.65% # False positives: 0 0.00% -# False negatives: 10607 38.01% -# TCR(l=50): 2.631093 SpamRecall: 61.993% SpamPrec: 100.000% +# False negatives: 28907 23.35% +# TCR(l=50): 4.281939 SpamRecall: 76.646% SpamPrec: 100.000% Test hit frequencies, for spam and ham corpora: @@ -165,829 +165,780 @@ and the 'score' field should be ignored.) OVERALL% SPAM% HAM% S/O RANK SCORE NAME - 511425 248869 262556 0.487 0.00 0.00 (all messages) -100.000 48.6619 51.3381 0.487 0.00 0.00 (all messages as %) - 13.426 27.5900 0.0004 1.000 1.00 4.14 MIME_BOUND_DD_DIGITS - 7.195 14.7853 0.0004 1.000 0.98 4.10 RCVD_DOUBLE_IP_SPAM - 6.932 14.2448 0.0004 1.000 0.98 4.24 X_MESSAGE_INFO - 6.666 13.6972 0.0015 1.000 0.97 4.40 HELO_DYNAMIC_IPADDR - 5.879 12.0811 0.0008 1.000 0.97 3.79 MSGID_SPAM_CAPS - 7.212 14.8162 0.0050 1.000 0.96 0.10 DIGEST_MULTIPLE - 7.022 14.4233 0.0061 1.000 0.95 4.26 URIBL_SC_SURBL - 3.892 7.9974 0.0008 1.000 0.94 3.91 DATE_SPAMWARE_Y2K - 3.784 7.7752 0.0015 1.000 0.94 0.04 DRUGS_ANXIETY_EREC - 3.382 6.9470 0.0023 1.000 0.93 0.00 DRUGS_DIET - 2.844 5.8448 0.0004 1.000 0.93 0.00 DRUGS_MANYKINDS - 3.045 6.2551 0.0019 1.000 0.92 0.00 DRUGS_DIET_EREC - 2.579 5.2992 0.0000 1.000 0.92 4.10 RATWARE_ZERO_TZ - 4.236 8.6986 0.0053 0.999 0.92 3.92 FORGED_MUA_OUTLOOK - 2.514 5.1670 0.0000 1.000 0.92 3.49 DRUGS_ANXIETY_OBFU - 5.230 10.7398 0.0084 0.999 0.92 0.73 HTML_BACKHAIR_8 - 6.549 13.4480 0.0103 0.999 0.92 2.18 RCVD_HELO_IP_MISMATCH - 23.591 48.4632 0.0160 1.000 0.92 3.81 RCVD_IN_DSBL - 3.101 6.3696 0.0034 0.999 0.91 1.25 HELO_DYNAMIC_DHCP - 2.506 5.1481 0.0008 1.000 0.91 3.74 HELO_DYNAMIC_HCC - 7.971 16.3664 0.0141 0.999 0.91 3.08 RCVD_IN_XBL - 13.325 27.3650 0.0168 0.999 0.90 2.44 MIME_HTML_ONLY_MULTI - 2.232 4.5863 0.0011 1.000 0.90 3.50 HELO_DYNAMIC_IPADDR2 - 1.877 3.8570 0.0000 1.000 0.90 3.34 DRUGS_SLEEP_EREC - 4.097 8.4109 0.0084 0.999 0.90 1.94 MSGID_RANDY - 2.170 4.4590 0.0011 1.000 0.90 0.00 DRUGS_DIET_PAIN - 4.317 8.8609 0.0103 0.999 0.89 0.88 DRUGS_ERECTILE_OBFU - 1.850 3.8012 0.0011 1.000 0.89 0.00 DRUGS_DEPR_EREC - 5.264 10.8033 0.0137 0.999 0.89 2.27 UNIQUE_WORDS - 4.579 9.3953 0.0137 0.999 0.88 0.10 DRUGS_ANXIETY - 1.343 2.7601 0.0000 1.000 0.87 3.68 SUBJECT_DRUG_GAP_VA - 2.660 5.4583 0.0084 0.998 0.87 2.66 MSGID_DOLLARS - 1.522 3.1245 0.0030 0.999 0.87 3.30 HTML_IMAGE_ONLY_04 - 1.253 2.5753 0.0000 1.000 0.87 2.96 HTML_NONELEMENT_90_100 - 1.243 2.5536 0.0000 1.000 0.87 2.51 SUBJECT_DRUG_GAP_X - 2.025 4.1540 0.0061 0.999 0.87 0.00 DRUGS_SLEEP - 2.702 5.5431 0.0099 0.998 0.86 0.00 DRUGS_PAIN_EREC - 1.507 3.0932 0.0034 0.999 0.86 3.18 DRUGS_PAIN_OBFU - 1.165 2.3940 0.0004 1.000 0.86 3.87 RATWARE_RCVD_PF - 2.692 5.5202 0.0110 0.998 0.86 2.85 SUBJ_ILLEGAL_CHARS - 1.114 2.2896 0.0000 1.000 0.85 3.80 MSGID_YAHOO_CAPS - 1.391 2.8537 0.0053 0.998 0.84 1.72 RCVD_IN_RSL - 1.159 2.3784 0.0030 0.999 0.84 0.25 SUBJECT_DRUG_GAP_VIA - 2.120 4.3457 0.0103 0.998 0.84 0.86 HTML_OBFUSCATE_10_20 - 4.132 8.4707 0.0194 0.998 0.84 0.63 FORGED_OUTLOOK_HTML - 2.227 4.5651 0.0114 0.998 0.84 0.00 DRUGS_MUSCLE - 0.941 1.9344 0.0000 1.000 0.84 3.44 HTML_OBFUSCATE_30_40 - 0.941 1.9331 0.0000 1.000 0.83 2.04 SUBJECT_DRUG_GAP_S - 43.515 89.3888 0.0335 1.000 0.83 1.89 BAYES_99 - 2.754 5.6435 0.0160 0.997 0.83 0.07 FORGED_OUTLOOK_TAGS - 1.004 2.0621 0.0015 0.999 0.83 0.00 HTML_NONELEMENT_80_90 - 2.393 4.9042 0.0133 0.997 0.83 3.18 DOMAIN_RATIO - 1.043 2.1409 0.0027 0.999 0.83 1.52 FORGED_MUA_AOL_FROM - 0.904 1.8584 0.0000 1.000 0.83 3.42 RATWARE_RCVD_AT - 2.610 5.3462 0.0164 0.997 0.83 3.04 HTML_IMAGE_ONLY_08 - 0.908 1.8648 0.0011 0.999 0.83 3.40 MIME_BOUND_DIGITS_15 - 0.871 1.7885 0.0004 1.000 0.82 3.33 HTML_OBFUSCATE_50_60 - 0.959 1.9681 0.0030 0.998 0.82 3.58 INVALID_TZ_EST - 1.021 2.0927 0.0046 0.998 0.82 1.69 OBFUSCATING_COMMENT - 0.796 1.6354 0.0000 1.000 0.82 3.70 HELO_DYNAMIC_COMCAST - 2.053 4.2022 0.0152 0.996 0.82 0.00 DRUGS_DEPRESSION - 0.752 1.5446 0.0000 1.000 0.81 2.80 HTML_BADTAG_90_100 - 3.657 7.4903 0.0240 0.997 0.81 0.13 DRUGS_PAIN - 0.914 1.8729 0.0046 0.998 0.81 0.00 FORGED_AOL_HTML - 0.731 1.5016 0.0000 1.000 0.80 2.75 DRUGS_DIET_OBFU - 0.764 1.5683 0.0011 0.999 0.80 0.00 ONLINE_PHARMACY - 4.936 10.1125 0.0301 0.997 0.79 2.17 DCC_CHECK - 1.167 2.3868 0.0114 0.995 0.79 0.00 HTML_OBFUSCATE_20_30 - 0.679 1.3947 0.0000 1.000 0.79 3.15 HELO_DYNAMIC_ATTBI - 17.090 35.0759 0.0419 0.999 0.79 0.07 MPART_ALT_DIFF - 0.664 1.3642 0.0000 1.000 0.79 3.09 HTML_OBFUSCATE_40_50 - 1.021 2.0895 0.0091 0.996 0.79 2.87 UNRESOLVED_TEMPLATE - 0.857 1.7539 0.0061 0.997 0.79 0.15 HTML_FONT_SIZE_LARGE - 2.238 4.5779 0.0209 0.995 0.79 2.05 URI_AFFILIATE - 0.639 1.3127 0.0000 1.000 0.78 1.36 HTML_BADTAG_60_70 - 1.138 2.3261 0.0122 0.995 0.78 2.54 FORGED_HOTMAIL_RCVD - 0.635 1.3047 0.0000 1.000 0.78 3.10 EMAIL_ROT13 - 0.718 1.4719 0.0027 0.998 0.78 3.13 OBSCURED_EMAIL - 0.684 1.4027 0.0019 0.999 0.78 3.23 MSGID_SPAM_ALPHA_NUM - 2.501 5.1151 0.0236 0.995 0.78 2.94 HTML_IMAGE_ONLY_12 - 6.387 13.0840 0.0385 0.997 0.78 3.45 PYZOR_CHECK - 0.692 1.4176 0.0034 0.998 0.78 0.01 FROM_ILLEGAL_CHARS - 0.673 1.3802 0.0030 0.998 0.77 0.00 HTML_NONELEMENT_70_80 - 9.078 18.6078 0.0442 0.998 0.77 2.26 LONGWORDS - 0.594 1.2207 0.0004 1.000 0.77 0.00 HTML_SHORT_CENTER - 0.569 1.1681 0.0004 1.000 0.76 3.12 PERCENT_RANDOM - 0.602 1.2352 0.0023 0.998 0.76 2.05 RCVD_IN_SORBS_SOCKS - 0.511 1.0504 0.0000 1.000 0.76 3.00 VIA_GAP_GRA - 0.525 1.0781 0.0004 1.000 0.76 0.15 HTML_BADTAG_50_60 - 0.530 1.0865 0.0015 0.999 0.75 3.40 NIGERIAN_BODY1 - 0.601 1.2316 0.0034 0.997 0.75 0.86 DRUG_DOSAGE - 0.501 1.0295 0.0004 1.000 0.75 0.01 HTML_BADTAG_40_50 - 0.492 1.0110 0.0000 1.000 0.75 3.18 HELO_DYNAMIC_OOL - 0.572 1.1713 0.0038 0.997 0.74 0.00 HTML_NONELEMENT_60_70 - 1.256 2.5588 0.0213 0.992 0.74 0.26 HTML_OBFUSCATE_05_10 - 30.471 62.5514 0.0632 0.999 0.74 3.21 URIBL_OB_SURBL - 0.478 0.9808 0.0008 0.999 0.74 3.10 X_AUTH_WARN_FAKED - 1.453 0.0261 2.8051 0.009 0.74 -3.30 ALL_TRUSTED - 3.189 6.5119 0.0385 0.994 0.74 2.49 RCVD_IN_SORBS_SMTP - 0.454 0.9326 0.0004 1.000 0.73 0.78 HELO_DYNAMIC_SPLIT_IP - 2.490 5.0822 0.0339 0.993 0.73 0.30 MIME_BASE64_TEXT - 2.950 6.0208 0.0385 0.994 0.73 0.42 URIBL_AB_SURBL - 0.457 0.9370 0.0019 0.998 0.73 0.00 HTML_BADTAG_30_40 - 0.420 0.8623 0.0008 0.999 0.72 0.60 NIGERIAN_BODY2 - 0.496 1.0134 0.0050 0.995 0.72 0.12 HTML_SHORT_COMMENT - 1.551 3.1555 0.0297 0.991 0.72 0.79 HTML_FONT_LOW_CONTRAST - 0.425 0.8719 0.0015 0.998 0.72 1.32 SUBJECT_DRUG_GAP_C - 0.647 1.3188 0.0107 0.992 0.72 0.10 MONEY_BACK - 0.376 0.7727 0.0000 1.000 0.72 2.81 RATWARE_EGROUPS - 0.391 0.8036 0.0008 0.999 0.72 3.12 STRONG_BUY - 0.402 0.8241 0.0011 0.999 0.72 0.51 HG_HORMONE - 0.374 0.7687 0.0000 1.000 0.72 2.72 FORGED_MUA_THEBAT_BOUN - 0.562 1.1468 0.0080 0.993 0.72 0.09 IMPOTENCE - 0.372 0.7631 0.0004 1.000 0.71 3.20 FORGED_MUA_OIMO - 0.487 0.9941 0.0061 0.994 0.71 0.00 HTML_BADTAG_20_30 - 0.492 1.0033 0.0065 0.994 0.71 0.00 HTML_NONELEMENT_50_60 - 0.508 1.0359 0.0080 0.992 0.71 0.00 HTML_TAG_BALANCE_HEAD - 1.448 2.9425 0.0316 0.989 0.70 0.06 HTML_BACKHAIR_4 - 1.057 2.1457 0.0259 0.988 0.70 0.00 BODY_ENHANCEMENT2 - 0.345 0.7084 0.0000 1.000 0.70 3.08 KOREAN_UCE_SUBJECT - 0.497 1.0130 0.0088 0.991 0.70 1.06 ALL_NATURAL - 0.805 1.6326 0.0202 0.988 0.70 2.06 BAYES_95 - 0.340 0.6980 0.0000 1.000 0.70 2.81 HTML_OBFUSCATE_60_70 - 0.337 0.6927 0.0000 1.000 0.70 2.72 ENTITY_DEC_ALPHANUM - 0.336 0.6911 0.0000 1.000 0.69 2.87 SUBJECT_DRUG_GAP_VIC - 1.802 3.6622 0.0396 0.989 0.69 3.03 DATE_IN_FUTURE_12_24 - 0.432 0.8808 0.0069 0.992 0.69 0.77 URI_OFFERS - 0.377 0.7703 0.0050 0.994 0.69 0.00 HTML_ATTR_UNIQUE - 0.470 0.9567 0.0088 0.991 0.69 0.00 HTML_COMMENT_SHORT - 0.327 0.6710 0.0000 1.000 0.69 2.87 INVALID_TZ_CST - 0.359 0.7349 0.0034 0.995 0.69 2.71 MSGID_SPAM_LETTERS - 0.325 0.6678 0.0000 1.000 0.69 3.10 FAKE_OUTBLAZE_RCVD - 0.741 1.5016 0.0206 0.986 0.68 2.08 FRONTPAGE - 0.350 0.7168 0.0030 0.996 0.68 0.00 FORGED_MUA_EUDORA - 0.316 0.6489 0.0000 1.000 0.68 2.53 FORGED_THEBAT_HTML - 0.608 1.2332 0.0160 0.987 0.68 0.01 RCVD_IN_SORBS_WEB - 0.337 0.6887 0.0027 0.996 0.68 1.62 FROM_NUM_AT_WEBMAIL - 0.382 0.7767 0.0072 0.991 0.67 0.18 DRUG_ED_CAPS - 0.305 0.6252 0.0008 0.999 0.67 2.03 FORGED_IMS_HTML - 0.376 0.7647 0.0069 0.991 0.67 2.37 FORGED_MUA_IMS - 0.296 0.6071 0.0008 0.999 0.67 2.29 RATWARE_NETIP - 0.287 0.5899 0.0000 1.000 0.67 3.00 HELO_DYNAMIC_YAHOOBB - 0.284 0.5842 0.0004 0.999 0.67 0.06 NIGERIAN_BODY3 - 0.972 1.9653 0.0297 0.985 0.67 0.54 MAILTO_SUBJ_REMOVE - 7.378 15.0662 0.0910 0.994 0.67 0.22 DRUGS_ERECTILE - 0.282 0.5794 0.0004 0.999 0.67 1.70 FORGED_AOL_TAGS - 0.433 0.8772 0.0114 0.987 0.66 3.00 FROM_ALL_NUMS - 0.601 1.2159 0.0190 0.985 0.66 0.39 HTML_SHORT_LENGTH - 0.564 1.1392 0.0183 0.984 0.66 0.00 BODY_ENHANCEMENT - 0.757 1.5269 0.0267 0.983 0.65 0.05 HTML_LINK_CLICK_CAPS - 0.249 0.5099 0.0008 0.999 0.65 1.44 BANG_EXERCISE - 0.359 0.7273 0.0091 0.988 0.65 1.47 STOCK_PICK - 0.581 1.1725 0.0209 0.982 0.65 0.00 BANG_GUAR - 0.231 0.4737 0.0000 1.000 0.65 2.90 SUBJECT_SEXUAL - 0.224 0.4613 0.0000 1.000 0.64 2.59 RATWARE_OE_MALFORMED - 0.222 0.4569 0.0000 1.000 0.64 2.69 HTML_OBFUSCATE_70_80 - 0.402 0.8121 0.0137 0.983 0.64 0.00 HTML_NONELEMENT_40_50 - 0.262 0.5352 0.0030 0.994 0.64 1.43 SUBJECT_DRUG_GAP_P - 1.144 2.3060 0.0423 0.982 0.64 1.18 SUBJ_HAS_SPACES - 0.913 1.8399 0.0343 0.982 0.64 2.09 BAYES_90 - 0.218 0.4476 0.0000 1.000 0.64 2.28 HTML_BADTAG_70_80 - 0.373 0.7530 0.0122 0.984 0.64 0.00 SUBJ_BUY - 0.230 0.4717 0.0015 0.997 0.64 2.58 X_ORIG_IP_NOT_IPV4 - 0.308 0.6256 0.0072 0.989 0.64 0.89 SORTED_RECIPS - 1.613 3.2551 0.0571 0.983 0.64 0.11 MIME_HEADER_CTYPE_ONLY - 0.412 0.8294 0.0156 0.982 0.63 0.05 SUBJ_DOLLARS - 0.206 0.4227 0.0000 1.000 0.63 2.63 DEEP_DISC_MEDS - 43.964 0.1507 85.4934 0.002 0.63 -2.60 BAYES_00 - 0.239 0.4878 0.0030 0.994 0.63 2.75 X_LIBRARY - 0.196 0.4030 0.0000 1.000 0.63 2.43 FORGED_IMS_TAGS - 4.081 8.2907 0.0910 0.989 0.63 0.14 HTML_MIME_NO_HTML_TAG - 0.195 0.4002 0.0000 1.000 0.63 2.65 FAKE_HELO_MSN - 0.205 0.4211 0.0008 0.998 0.63 2.42 MORE_SEX - 0.251 0.5119 0.0046 0.991 0.63 0.27 SUBJECT_DIET - 0.734 1.4763 0.0305 0.980 0.63 2.12 HEAD_ILLEGAL_CHARS - 2.368 4.7897 0.0724 0.985 0.63 0.94 RCVD_ILLEGAL_IP - 0.235 0.4798 0.0034 0.993 0.63 2.80 MILLION_USD - 0.354 0.7132 0.0126 0.983 0.62 0.08 SATIS_GUAR - 0.181 0.3721 0.0000 1.000 0.62 2.66 NIGERIAN_BODY4 - 0.313 0.6337 0.0095 0.985 0.62 0.87 HTML_LINK_PUSH_HERE - 1.092 2.1963 0.0453 0.980 0.62 1.84 RCVD_IN_NJABL_SPAM - 0.171 0.3524 0.0000 1.000 0.62 2.46 SUBJECT_DRUG_GAP_L - 10.232 20.8817 0.1379 0.993 0.62 2.29 BIZ_TLD - 0.815 1.6338 0.0381 0.977 0.62 1.02 MIME_HTML_MOSTLY - 0.181 0.3705 0.0015 0.996 0.61 2.38 STOCK_ALERT - 0.162 0.3339 0.0000 1.000 0.61 2.67 MIME_BOUND_RKFINDY - 0.158 0.3251 0.0000 1.000 0.61 2.15 REVERSE_AGING - 0.217 0.4416 0.0050 0.989 0.61 0.98 RATWARE_HASH_2_V2 - 3.090 6.2519 0.0922 0.985 0.61 2.70 FORGED_YAHOO_RCVD - 0.168 0.3428 0.0015 0.996 0.61 2.61 TERRA_ES - 0.796 1.5936 0.0400 0.976 0.61 0.53 HTML_FONT_SIZE_TINY - 0.152 0.3122 0.0000 1.000 0.60 2.20 HELO_DYNAMIC_ADELPHIA - 0.172 0.3516 0.0027 0.992 0.60 0.11 ENGLISH_UCE_SUBJECT - 0.151 0.3102 0.0000 1.000 0.60 2.70 NOT_ADVISOR - 0.480 0.9599 0.0244 0.975 0.60 0.01 HTML_COMMENT_SHOUTING - 0.647 1.2935 0.0339 0.974 0.60 2.63 DNS_FROM_RFC_BOGUSMX - 1.089 2.1791 0.0556 0.975 0.60 0.96 HTML_FONT_TINY - 0.192 0.3902 0.0050 0.987 0.60 0.04 RATWARE_HASH_2 - 0.150 0.3070 0.0008 0.998 0.60 2.70 MIME_BOUND_MANY_HEX - 0.171 0.3480 0.0038 0.989 0.59 2.61 NA_DOLLARS - 0.141 0.2897 0.0004 0.999 0.59 1.13 DRUG_ED_GENERIC - 0.147 0.3014 0.0008 0.997 0.59 2.70 MSGID_OUTLOOK_INVALID - 0.616 0.0342 1.1670 0.028 0.59 -0.41 BAYES_05 - 0.204 0.4131 0.0065 0.985 0.59 0.03 SAVE_THOUSANDS - 0.137 0.2813 0.0004 0.999 0.59 1.67 DRUG_ED_SILD - 7.617 15.4905 0.1531 0.990 0.59 1.66 RCVD_IN_RFC_IPWHOIS - 0.734 1.4658 0.0404 0.973 0.59 0.42 RCVD_FAKE_HELO_DOTCOM - 0.856 1.7085 0.0476 0.973 0.59 0.00 HTML_BADTAG_10_20 - 0.137 0.2801 0.0008 0.997 0.59 1.60 HTML_CONVERTED - 0.213 0.4299 0.0080 0.982 0.59 0.00 GUARANTEED_STUFF - 0.154 0.3126 0.0030 0.990 0.59 2.69 DATE_IN_FUTURE_48_96 - 0.302 0.6035 0.0156 0.975 0.58 0.03 HTML_FONT_SIZE_NONE - 0.136 0.2789 0.0011 0.996 0.58 2.59 HTML_FONT_SIZE_HUGE - 1.035 2.0633 0.0602 0.972 0.58 0.00 HTML_TITLE_UNTITLED - 0.124 0.2556 0.0000 1.000 0.58 1.75 HELO_DYNAMIC_DIALIN - 0.932 1.8568 0.0552 0.971 0.58 1.47 MIME_BASE64_BLANKS - 0.260 0.5208 0.0133 0.975 0.58 0.02 AS_SEEN_ON - 4.316 8.7235 0.1379 0.984 0.58 0.11 RCVD_IN_SBL - 0.854 1.6993 0.0522 0.970 0.58 0.00 BAD_CREDIT - 0.725 1.4433 0.0438 0.971 0.58 0.27 USERPASS - 0.332 0.6630 0.0187 0.973 0.57 0.79 CLICK_TO_REMOVE_1 - 0.115 0.2363 0.0000 1.000 0.57 0.56 RATWARE_MOZ_MALFORMED - 0.143 0.2901 0.0038 0.987 0.57 2.30 FORGED_MUA_MOZILLA - 0.119 0.2447 0.0004 0.998 0.57 2.35 DRUGS_SMEAR1 - 0.123 0.2527 0.0008 0.997 0.57 2.35 HTML_ATTR_BAD - 0.255 0.5095 0.0137 0.974 0.57 0.23 IP_LINK_PLUS - 0.129 0.2628 0.0019 0.993 0.57 0.56 HTML_MISSING_CTYPE - 0.354 0.7044 0.0221 0.970 0.57 0.01 PORN_URL_SEX - 0.157 0.3158 0.0061 0.981 0.57 0.21 ROUND_THE_WORLD_LOCAL - 0.819 1.6266 0.0537 0.968 0.57 0.00 X_MSMAIL_PRIORITY_HIGH - 0.116 0.2367 0.0011 0.995 0.57 1.39 RATWARE_GECKO_BUILD - 1.568 3.1257 0.0918 0.971 0.57 1.18 FORGED_HOTMAIL_RCVD2 - 0.248 0.4942 0.0145 0.972 0.57 2.19 TO_MALFORMED - 0.172 0.3452 0.0084 0.976 0.56 0.00 GUARANTEED_100_PERCENT - 0.102 0.2089 0.0000 1.000 0.56 2.25 CONFIRMED_FORGED - 0.152 0.3054 0.0057 0.982 0.56 1.74 HAIR_LOSS - 0.154 0.3090 0.0065 0.979 0.56 0.00 MIME_BASE64_ILLEGAL - 0.500 0.9925 0.0339 0.967 0.56 1.07 HTML_00_10 - 0.166 0.3319 0.0080 0.976 0.56 0.24 CONSOLIDATE_DEBT - 0.109 0.2234 0.0011 0.995 0.56 2.29 RATWARE_STORM_URI - 0.105 0.2154 0.0011 0.995 0.56 0.98 YAHOO_DRS_REDIR - 0.187 0.3729 0.0107 0.972 0.56 1.40 MARKETING_PARTNERS - 0.100 0.2049 0.0004 0.998 0.56 1.98 BANG_OPRAH - 0.150 0.3014 0.0069 0.978 0.56 2.31 DATE_IN_FUTURE_24_48 - 0.092 0.1901 0.0000 1.000 0.56 2.35 HTML_FORMACTION_MAILTO - 0.138 0.2773 0.0053 0.981 0.56 2.03 HTML_TAG_EXIST_MARQUEE - 0.372 0.7369 0.0267 0.965 0.55 0.15 HTML_COMMENT_SAVED_URL - 0.263 0.5216 0.0183 0.966 0.55 1.92 SUSPICIOUS_RECIPS - 0.086 0.1772 0.0000 1.000 0.55 2.10 SUBJ_2_NUM_PARENS - 0.086 0.1768 0.0000 1.000 0.55 2.09 HELO_DYNAMIC_ROGERS - 0.176 0.3488 0.0114 0.968 0.55 0.21 HTML_EMBEDS - 0.085 0.1756 0.0000 1.000 0.55 2.39 CHINA_HEADER - 0.878 0.0739 1.6408 0.043 0.54 -1.95 BAYES_10 - 1.350 2.6733 0.0956 0.965 0.54 0.30 DNS_FROM_RFC_WHOIS - 0.377 0.7442 0.0289 0.963 0.54 0.00 HTML_SHOUTING4 - 0.082 0.1692 0.0000 1.000 0.54 2.11 FAKE_HELO_MAIL_COM_DOM - 1.088 2.1457 0.0857 0.962 0.54 0.20 INVALID_TZ_GMT - 5.215 10.5168 0.1901 0.982 0.54 1.22 RCVD_IN_BL_SPAMCOP_NET - 0.129 0.2576 0.0065 0.975 0.54 1.62 PORN_URL_MISC - 0.081 0.1660 0.0000 1.000 0.54 2.11 MULTI_FORGED - 0.237 0.4677 0.0179 0.963 0.54 0.00 UPPERCASE_75_100 - 0.428 0.8422 0.0347 0.960 0.54 0.00 LOW_PRICE - 1.752 3.4761 0.1185 0.967 0.54 0.00 HTML_TAG_BALANCE_BODY - 0.077 0.1587 0.0000 1.000 0.54 2.07 DIET_3 - 0.098 0.1981 0.0038 0.981 0.54 1.49 FROM_OFFERS - 0.083 0.0012 0.1596 0.007 0.53 -4.30 RCVD_IN_BSP_TRUSTED - 0.076 0.1555 0.0000 1.000 0.53 2.09 WRINKLES - 1.432 2.8368 0.1002 0.966 0.53 1.05 HTML_IMAGE_ONLY_16 - 1.930 3.8289 0.1299 0.967 0.53 1.23 MISSING_SUBJECT - 0.073 0.1503 0.0000 1.000 0.53 2.40 EXCUSE_23 - 0.073 0.1503 0.0000 1.000 0.53 1.91 HTML_BADTAG_80_90 - 4.759 9.5721 0.1977 0.980 0.53 0.02 HTML_IMAGE_RATIO_02 - 0.128 0.2544 0.0080 0.970 0.53 1.70 EXCUSE_6 - 0.099 0.1977 0.0050 0.976 0.53 0.02 HTML_SHOUTING5 - 0.072 0.1475 0.0000 1.000 0.53 1.06 HDR_ORDER_MTSRIX - 0.071 0.1467 0.0000 1.000 0.53 2.20 HDR_ORDER_TRIMRS - 0.080 0.1627 0.0023 0.986 0.52 0.24 HELO_DYNAMIC_CHELLO_NL - 0.116 0.2298 0.0080 0.966 0.52 1.96 DATE_IN_FUTURE_96_XX - 0.253 0.4970 0.0225 0.957 0.52 0.56 TRACKER_ID - 0.076 0.1551 0.0019 0.988 0.52 2.02 SUBJ_LIFE_INSURANCE - 1.195 2.3526 0.0986 0.960 0.52 0.85 DATE_IN_FUTURE_03_06 - 1.222 2.4041 0.1009 0.960 0.52 0.12 MAILTO_TO_REMOVE - 0.071 0.1455 0.0008 0.995 0.52 2.30 DRUG_ED_ONLINE - 0.691 1.3545 0.0621 0.956 0.52 0.02 EXCUSE_10 - 0.063 0.0000 0.1226 0.000 0.52 -8.00 HABEAS_USER - 0.353 0.6919 0.0312 0.957 0.52 1.34 GAPPY_SUBJECT - 1.536 3.0229 0.1261 0.960 0.52 0.02 HTML_SHOUTING3 - 2.477 4.9307 0.1516 0.970 0.52 0.00 RCVD_DOUBLE_IP_LOOSE - 0.057 0.1165 0.0000 1.000 0.52 2.07 FAKE_HELO_EXCITE - 0.143 0.2809 0.0126 0.957 0.52 1.61 SOME_BREAKTHROUGH - 0.073 0.1479 0.0023 0.985 0.51 0.01 NO_FORMS - 0.056 0.1141 0.0000 1.000 0.51 1.96 HELO_DYNAMIC_VTR - 0.457 0.8936 0.0438 0.953 0.51 0.00 HTML_NONELEMENT_20_30 - 0.074 0.1499 0.0030 0.980 0.51 0.00 FAKE_HELO_MAIL_COM - 0.052 0.1077 0.0000 1.000 0.51 1.98 HTTP_77 - 1.688 3.3202 0.1405 0.959 0.51 0.00 HTML_BACKHAIR_2 - 0.064 0.1302 0.0019 0.986 0.51 0.06 HIDE_WIN_STATUS - 0.087 0.1728 0.0061 0.966 0.51 0.06 ONE_TIME_MAILING - 0.058 0.1185 0.0015 0.987 0.51 2.08 RATWARE_RCVD_LC_ESMTP - 0.642 1.2525 0.0640 0.951 0.51 0.00 MIME_MISSING_BOUNDARY - 0.109 0.2142 0.0095 0.957 0.51 0.14 MORTGAGE_BEST - 0.283 0.5529 0.0270 0.953 0.51 1.61 FROM_HAS_MIXED_NUMS3 - 0.084 0.1664 0.0057 0.967 0.51 0.32 DIET_2 - 0.064 0.1294 0.0023 0.983 0.51 0.10 AMAZING_STUFF - 0.049 0.1009 0.0004 0.996 0.50 0.45 SUBJ_GUARANTEED - 0.759 1.4779 0.0785 0.950 0.50 0.37 BAYES_75 - 0.428 0.8326 0.0438 0.950 0.50 0.38 FROM_NO_LOWER - 0.055 0.1105 0.0015 0.986 0.50 0.09 PORN_URL_SLUT - 0.046 0.0952 0.0000 1.000 0.50 16.00 HABEAS_INFRINGER - 0.133 0.2584 0.0133 0.951 0.50 0.00 HTML_WIN_OPEN - 0.221 0.4303 0.0232 0.949 0.50 1.81 URG_BIZ - 3.381 6.7313 0.2061 0.970 0.50 0.04 HTML_FONT_INVISIBLE - 0.051 0.1025 0.0015 0.985 0.50 2.20 NASTY_GIRLS - 0.047 0.0960 0.0011 0.988 0.50 1.96 ROUND_THE_WORLD - 0.044 0.0896 0.0004 0.996 0.50 0.49 FORGED_QUALCOMM_TAGS - 0.067 0.1338 0.0042 0.970 0.50 0.98 FROM_NO_USER - 0.070 0.1398 0.0046 0.968 0.50 0.13 BILLION_DOLLARS - 0.043 0.0888 0.0004 0.996 0.50 2.20 FORWARD_LOOKING - 0.107 0.2081 0.0110 0.950 0.50 0.20 MORTGAGE_RATES - 0.050 0.1001 0.0019 0.981 0.49 1.97 URI_4YOU - 0.351 0.6819 0.0377 0.948 0.49 0.00 BANG_MORE - 0.041 0.0840 0.0000 1.000 0.49 1.93 RCVD_AM_PM - 0.062 0.1234 0.0042 0.967 0.49 0.14 OFFSHORE_SCAM - 0.047 0.0944 0.0019 0.980 0.49 0.04 NO_CREDIT_CHECK - 0.043 0.0872 0.0011 0.987 0.49 2.17 PORN_15 - 18.201 37.0130 0.3694 0.990 0.49 1.99 RCVD_IN_SORBS_DUL - 0.039 0.0800 0.0000 1.000 0.49 2.20 WITH_LC_SMTP - 3.282 6.5050 0.2262 0.966 0.49 0.00 DNS_FROM_RFC_DSN - 1.058 0.1185 1.9489 0.057 0.49 -1.10 BAYES_25 - 0.147 0.2833 0.0183 0.939 0.49 0.01 SUB_HELLO - 0.039 0.0792 0.0000 1.000 0.49 2.20 HELO_DYNAMIC_RR2 - 18.348 37.2935 0.3904 0.990 0.48 0.09 RCVD_IN_NJABL_DUL - 0.047 0.0932 0.0027 0.972 0.48 0.00 CUM_SHOT - 1.357 2.6375 0.1436 0.948 0.48 0.00 DIET_1 - 0.132 0.2548 0.0164 0.940 0.48 0.31 CREDIT_CARD - 0.040 0.0816 0.0011 0.986 0.48 0.34 REFINANCE_YOUR_HOME - 4.850 9.6472 0.3020 0.970 0.48 0.00 INFO_TLD - 0.142 0.2732 0.0179 0.939 0.48 0.79 FORGED_JUNO_RCVD - 0.035 0.0711 0.0000 1.000 0.48 1.94 HTML_OBFUSCATE_80_90 - 0.037 0.0747 0.0008 0.990 0.48 2.13 NUMERIC_HTTP_ADDR - 0.036 0.0739 0.0008 0.990 0.48 0.65 HTML_SHOUTING7 - 0.251 0.4838 0.0305 0.941 0.48 0.00 MORTGAGE_PITCH - 0.034 0.0695 0.0000 1.000 0.48 2.14 MSGID_FROM_MTA_HOTMAIL - 0.283 0.5453 0.0343 0.941 0.48 0.00 HTML_NONELEMENT_30_40 - 0.033 0.0671 0.0000 1.000 0.47 1.86 MSGID_SPAM_ZEROES - 0.032 0.0667 0.0000 1.000 0.47 1.77 HTML_OBFUSCATE_90_100 - 0.046 0.0896 0.0042 0.955 0.47 0.03 DISGUISE_PORN - 0.032 0.0651 0.0000 1.000 0.47 1.98 WHY_PAY_MORE - 0.032 0.0651 0.0000 1.000 0.47 1.27 CONFIDENTIAL_ORDER - 0.236 0.4528 0.0301 0.938 0.47 1.80 ADDRESS_IN_SUBJECT - 0.032 0.0655 0.0004 0.994 0.47 2.00 HELO_DYNAMIC_VELOX - 0.033 0.0671 0.0008 0.989 0.47 2.02 JS_FROMCHARCODE - 0.034 0.0695 0.0011 0.984 0.47 0.79 FIN_FREE - 0.208 0.3978 0.0274 0.936 0.47 0.76 WHY_WAIT - 0.504 0.9668 0.0651 0.937 0.47 0.48 HTTP_ESCAPED_HOST - 1.606 3.1052 0.1855 0.944 0.47 0.03 NORMAL_HTTP_TO_IP - 0.031 0.0635 0.0004 0.994 0.47 2.03 WE_HONOR_ALL - 33.807 68.9994 0.4494 0.994 0.47 1.46 URIBL_WS_SURBL - 0.030 0.0615 0.0000 1.000 0.46 1.96 BANG_QUOTE - 0.072 0.1382 0.0095 0.936 0.46 0.00 FREE_PORN - 0.029 0.0603 0.0000 1.000 0.46 1.44 MSGID_SPAM_99X9XX99 - 0.056 0.1077 0.0076 0.934 0.46 1.26 SUBJ_YOUR_DEBT - 0.032 0.0647 0.0011 0.983 0.46 2.08 EXCUSE_24 - 0.050 0.0964 0.0069 0.934 0.46 2.09 NIGERIAN_SUBJECT2 - 0.040 0.0780 0.0038 0.953 0.46 0.03 REFINANCE_NOW - 0.379 0.7245 0.0522 0.933 0.46 0.02 HTML_TABLE_THICK_BORD - 0.470 0.8957 0.0659 0.931 0.46 1.13 INVALID_MSGID - 0.028 0.0567 0.0000 1.000 0.46 2.10 RATWARE_JPFREE - 0.080 0.1523 0.0118 0.928 0.46 0.03 HTML_TAG_EXIST_PARAM - 1.519 2.9248 0.1870 0.940 0.46 0.45 HTML_IMAGE_ONLY_20 - 0.027 0.0563 0.0000 1.000 0.46 1.88 HELO_DYNAMIC_HOME_NL - 0.103 0.1949 0.0168 0.921 0.46 0.14 MSGID_NO_HOST - 1.404 2.6954 0.1805 0.937 0.46 0.00 MIME_BOUND_NEXTPART - 0.044 0.0848 0.0061 0.933 0.46 1.59 DOMAIN_4U2 - 0.124 0.2343 0.0194 0.923 0.46 1.83 ADDR_FREE - 0.031 0.0627 0.0015 0.976 0.46 1.85 FREE_PREVIEW - 0.027 0.0559 0.0000 1.000 0.46 2.05 COMPETE - 0.729 1.3951 0.0983 0.934 0.46 0.04 HTML_FONT_FACE_BAD - 0.039 0.0751 0.0050 0.938 0.45 1.12 EXCUSE_4 - 0.030 0.0595 0.0015 0.975 0.45 2.00 BLANK_LINES_90_100 - 0.099 0.1860 0.0171 0.916 0.45 0.00 ENTITY_DEC_SPACE - 0.051 0.0964 0.0088 0.917 0.45 0.00 HTML_SHOUTING9 - 0.028 0.0559 0.0011 0.980 0.45 0.01 SUBJ_YOUR_FAMILY - 0.044 0.0828 0.0069 0.924 0.45 0.04 SUBJ_FOR_ONLY - 0.024 0.0490 0.0008 0.985 0.45 0.00 FROM_NONSENDING_DOMAIN - 0.175 0.3299 0.0278 0.922 0.45 0.00 REPLY_TO_ULINE_NUMS - 0.396 0.7494 0.0613 0.924 0.45 1.51 BLANK_LINES_70_80 - 0.021 0.0438 0.0000 1.000 0.45 2.00 SENT_IN_COMPLIANCE - 0.021 0.0438 0.0000 1.000 0.45 1.87 RCVD_BONUS_SPC_DATE - 6.287 12.4985 0.3984 0.969 0.45 0.04 RCVD_IN_SORBS_HTTP - 2.656 5.1481 0.2940 0.946 0.45 0.00 MIME_BASE64_NO_NAME - 0.531 1.0005 0.0853 0.921 0.44 0.00 EXTRA_MPART_TYPE - 0.029 0.0563 0.0023 0.961 0.44 1.58 UNCLAIMED_MONEY - 0.140 0.2628 0.0240 0.916 0.44 0.01 SOMETHING_FOR_ADULTS - 0.031 0.0603 0.0034 0.946 0.44 1.05 SEDUCTION - 5.408 10.6960 0.3957 0.964 0.44 0.03 HTML_TEXT_AFTER_HTML - 0.019 0.0390 0.0000 1.000 0.44 1.90 PREST_NON_ACCREDITED - 0.116 0.2154 0.0217 0.908 0.44 0.31 EXCUSE_REMOVE - 0.045 0.0828 0.0084 0.908 0.44 0.09 ACT_NOW_CAPS - 0.019 0.0386 0.0000 1.000 0.44 1.63 YOU_CAN_SEARCH - 0.019 0.0386 0.0000 1.000 0.44 1.83 MICRO_CAP_WARNING - 0.126 0.2343 0.0229 0.911 0.44 1.40 RCVD_IN_NJABL_RELAY - 0.034 0.0639 0.0050 0.928 0.44 0.94 FREE_SAMPLE - 0.018 0.0378 0.0000 1.000 0.44 1.65 RATWARE_HASH_DASH - 0.030 0.0583 0.0038 0.939 0.44 0.00 WHILE_YOU_SLEEP - 7.153 14.2312 0.4441 0.970 0.44 0.34 RCVD_IN_SORBS_MISC - 1.212 2.2948 0.1855 0.925 0.44 0.00 X_PRIORITY_HIGH - 0.020 0.0406 0.0011 0.973 0.44 1.74 AMATEUR_PORN - 0.058 0.1061 0.0118 0.900 0.44 2.00 WEIRD_QUOTING - 0.019 0.0390 0.0008 0.981 0.44 2.00 URIBL_PH_SURBL - 0.020 0.0402 0.0011 0.972 0.44 0.02 PORN_16 - 0.018 0.0374 0.0004 0.990 0.43 1.83 BARGAIN_URL - 0.023 0.0446 0.0023 0.951 0.43 1.90 BILL_1618 - 2.669 5.1493 0.3173 0.942 0.43 1.10 PRIORITY_NO_NAME - 0.026 0.0506 0.0034 0.937 0.43 1.90 SELECTED_YOU - 0.050 0.0920 0.0107 0.896 0.43 0.45 EXTRA_CASH - 0.545 1.0234 0.0910 0.918 0.43 0.02 NO_RDNS_DOTCOM_HELO - 0.025 0.0482 0.0030 0.941 0.43 1.17 MEET_SINGLES - 0.018 0.0362 0.0004 0.990 0.43 1.66 BUY_DIRECT - 0.019 0.0374 0.0008 0.980 0.43 1.90 PAY_SITE - 9.271 18.5254 0.4986 0.974 0.43 0.44 RCVD_IN_NJABL_PROXY - 1.049 1.9806 0.1653 0.923 0.43 0.50 HTML_IMAGE_ONLY_24 - 0.030 0.0567 0.0046 0.925 0.43 0.00 FREE_QUOTE_INSTANT - 0.016 0.0338 0.0000 1.000 0.43 1.90 HTTP_CTRL_CHARS_HOST - 2.663 5.1288 0.3253 0.940 0.43 0.25 HTML_10_20 - 0.017 0.0342 0.0004 0.989 0.43 0.68 HARDCORE_PORN - 0.022 0.0414 0.0027 0.939 0.43 1.89 BEEN_TURNED_DOWN - 0.016 0.0329 0.0000 1.000 0.43 1.72 NIGERIAN_BODY_GOVT_3 - 0.019 0.0374 0.0015 0.961 0.43 1.88 FORGED_MUA_THEBAT_CS - 0.144 0.2664 0.0270 0.908 0.43 0.00 MIME_BASE64_LATIN - 0.040 0.0735 0.0088 0.894 0.43 0.86 GET_PAID - 0.038 0.0699 0.0084 0.893 0.43 0.00 URI_LONG_HOSTNAME - 0.808 1.5132 0.1398 0.915 0.43 0.00 ORDER_NOW - 0.305 0.5734 0.0503 0.919 0.43 1.58 DEAR_SOMETHING - 0.017 0.0342 0.0011 0.968 0.42 0.00 HIDDEN_CHARGES - 0.015 0.0305 0.0000 1.000 0.42 1.90 REMOVE_POSTAL - 0.083 0.1523 0.0183 0.893 0.42 0.00 BLANK_LINES_80_90 - 0.015 0.0301 0.0000 1.000 0.42 1.52 HELO_DYNAMIC_HEXIP - 0.044 0.0800 0.0107 0.882 0.42 0.00 ALL_CAPS_GUAR - 0.018 0.0350 0.0019 0.948 0.42 0.13 TO_NO_USER - 0.016 0.0317 0.0008 0.977 0.42 1.65 BE_BOSS - 0.014 0.0293 0.0000 1.000 0.42 1.53 FORGED_TELESP_RCVD - 0.946 1.7716 0.1630 0.916 0.42 0.00 HTML_TAG_BALANCE_HTML - 0.089 0.1619 0.0202 0.889 0.42 0.00 BEST_PORN - 0.032 0.0595 0.0069 0.897 0.42 1.77 HEADER_COUNT_CTYPE - 0.013 0.0277 0.0000 1.000 0.42 1.77 CANNOT_BE_SPAM - 20.829 42.0571 0.7080 0.983 0.42 1.00 URIBL_SBL - 0.022 0.0414 0.0042 0.908 0.42 0.62 ONE_TIME - 0.022 0.0414 0.0042 0.908 0.42 1.90 EARN_PER_WEEK - 0.013 0.0269 0.0000 1.000 0.42 1.64 DRUG_ED_COMBO - 0.027 0.0498 0.0057 0.897 0.42 0.29 FORGED_EUDORAMAIL_RCVD - 1.126 2.1120 0.1923 0.917 0.42 0.10 HTML_IMAGE_RATIO_04 - 0.183 0.3371 0.0373 0.900 0.42 0.30 FROM_STARTS_WITH_NUMS - 0.040 0.0719 0.0103 0.875 0.42 0.00 THE_BEST_RATE - 0.333 0.6204 0.0609 0.911 0.42 0.52 HTML_EVENT_UNSAFE - 0.040 0.0711 0.0103 0.874 0.42 0.00 SUBJ_AS_SEEN - 6.738 13.3074 0.5107 0.963 0.42 0.00 FORGED_RCVD_NET_HELO - 0.012 0.0253 0.0000 1.000 0.42 1.64 YAHOO_RD_REDIR - 5.637 11.0829 0.4753 0.959 0.41 1.72 MSGID_FROM_MTA_ID - 12.286 24.5450 0.6658 0.974 0.41 1.61 DNS_FROM_RFC_POST - 0.012 0.0249 0.0000 1.000 0.41 1.60 FAKED_UNDISC_RECIPS - 0.016 0.0313 0.0019 0.943 0.41 0.49 BANKRUPTCY - 0.020 0.0374 0.0042 0.899 0.41 0.01 BARELY_LEGAL - 0.012 0.0000 0.0225 0.000 0.41 -0.10 RCVD_IN_BSP_OTHER - 0.012 0.0237 0.0000 1.000 0.41 1.57 HELO_DYNAMIC_CHELLO_NO - 1.549 2.9076 0.2613 0.918 0.41 0.19 REMOVE_PAGE - 5.135 10.0611 0.4654 0.956 0.41 0.06 HTML_TEXT_AFTER_BODY - 0.114 0.2069 0.0263 0.887 0.41 0.26 ITS_LEGAL - 0.011 0.0225 0.0000 1.000 0.41 1.42 NONEXISTENT_CHARSET - 0.019 0.0342 0.0038 0.900 0.41 0.40 ACCEPT_CREDIT_CARDS - 0.047 0.0820 0.0137 0.857 0.41 0.00 LOW_INTEREST - 1.608 2.9923 0.2956 0.910 0.41 0.04 HTML_WEB_BUGS - 0.383 0.7096 0.0743 0.905 0.41 0.15 HTTP_EXCESSIVE_ESCAPES - 0.011 0.0221 0.0000 1.000 0.41 1.51 HELO_DYNAMIC_TELIA - 6.274 12.3511 0.5142 0.960 0.41 0.01 MISSING_MIMEOLE - 0.012 0.0241 0.0008 0.969 0.41 0.00 NO_CATCH - 0.695 1.2858 0.1348 0.905 0.41 0.09 HOT_NASTY - 0.011 0.0217 0.0000 1.000 0.41 1.58 TO_TXT - 0.010 0.0213 0.0000 1.000 0.41 1.54 FAKE_HELO_EMAIL_COM - 0.673 1.2440 0.1322 0.904 0.41 1.34 SUBJ_HAS_UNIQ_ID - 0.871 1.6149 0.1653 0.907 0.41 0.11 CLICK_BELOW_CAPS - 0.010 0.0209 0.0000 1.000 0.40 1.73 HELO_DYNAMIC_NTL - 0.022 0.0394 0.0061 0.866 0.40 0.08 SUBJ_2_CREDIT - 0.399 0.7317 0.0842 0.897 0.40 1.36 DATE_IN_PAST_96_XX - 0.013 0.0245 0.0015 0.941 0.40 1.68 EARNINGS - 0.010 0.0205 0.0000 1.000 0.40 1.54 TO_RECIP_MARKER - 0.013 0.0241 0.0015 0.941 0.40 1.75 SERIOUS_ONLY - 0.016 0.0301 0.0034 0.898 0.40 0.04 PORN_CELEBRITY - 0.010 0.0201 0.0000 1.000 0.40 1.80 JAPANESE_UCE_SUBJECT - 0.761 1.4060 0.1504 0.903 0.40 0.00 HTML_NONELEMENT_10_20 - 0.010 0.0197 0.0000 1.000 0.40 1.70 FORGED_GW05_RCVD - 0.010 0.0205 0.0004 0.982 0.40 1.44 OUR_AFFILIATE_PARTNERS - 0.009 0.0193 0.0000 1.000 0.40 0.00 COPY_ACCURATELY - 0.036 0.0619 0.0107 0.853 0.40 0.96 INVALID_DATE_TZ_ABSURD - 0.030 0.0510 0.0091 0.848 0.40 0.00 LOW_PAYMENT - 0.009 0.0189 0.0000 1.000 0.40 0.00 INVALUABLE_MARKETING - 0.026 0.0442 0.0080 0.847 0.40 1.03 CELL_PHONE_IMPROVE - 9.123 17.9564 0.7503 0.960 0.40 1.25 RCVD_NUMERIC_HELO - 0.009 0.0185 0.0000 1.000 0.40 0.00 USERNAME_IN_SUBJECT - 0.009 0.0185 0.0000 1.000 0.40 0.00 UNIVERSITY_DIPLOMAS - 0.012 0.0233 0.0019 0.924 0.40 1.12 FAKE_HELO_YAHOO_CA - 6.751 13.2017 0.6361 0.954 0.40 0.29 DNS_FROM_AHBL_RHSBL - 0.018 0.0313 0.0046 0.873 0.40 0.00 LIVE_PORN - 0.009 0.0181 0.0000 1.000 0.40 0.00 JODY - 0.009 0.0181 0.0000 1.000 0.40 0.00 ORDER_REPORT - 0.009 0.0177 0.0000 1.000 0.40 0.00 RESISTANCE_IS_FUTILE - 0.009 0.0177 0.0000 1.000 0.40 0.00 FORGED_AOL_RCVD - 0.089 0.1567 0.0240 0.867 0.40 0.79 RECEIVE_OFFER - 0.018 0.0321 0.0053 0.858 0.39 0.87 FREE_MEMBERSHIP - 0.097 0.1712 0.0263 0.867 0.39 0.00 DO_IT_TODAY - 0.015 0.0265 0.0042 0.864 0.39 0.99 FAKE_HELO_LYCOS - 0.028 0.0466 0.0095 0.830 0.39 0.00 MILLION_EMAIL - 5.192 10.0728 0.5652 0.947 0.39 0.02 HTML_90_100 - 0.008 0.0157 0.0000 1.000 0.39 0.00 MDAEMON_2_7_4 - 0.011 0.0205 0.0019 0.915 0.39 0.00 BILL_SECTION - 0.439 0.7996 0.0964 0.892 0.39 0.00 MISSING_DATE - 0.007 0.0153 0.0000 1.000 0.39 0.00 NO_MEDICAL - 0.034 0.0579 0.0114 0.835 0.39 0.00 LINK_TO_NO_SCHEME - 0.009 0.0181 0.0011 0.941 0.39 0.00 NIGERIAN_SUBJECT1 - 0.007 0.0149 0.0000 1.000 0.39 0.00 FORGED_JUNO_FROM - 0.008 0.0157 0.0004 0.976 0.39 0.00 FREE_GRANT - 0.011 0.0205 0.0023 0.900 0.39 0.02 LONG_DISTANCE - 0.041 0.0691 0.0145 0.827 0.39 0.00 HTML_SHOUTING6 - 0.217 0.3930 0.0495 0.888 0.39 0.00 SUB_FREE_OFFER - 0.692 1.2641 0.1497 0.894 0.39 0.06 MIME_QP_EXCESSIVE - 0.007 0.0145 0.0000 1.000 0.39 0.00 PORN_URL_PANT - 0.008 0.0161 0.0008 0.955 0.39 0.00 LESBIAN - 0.007 0.0137 0.0000 1.000 0.39 0.00 CABLE_CONVERTER - 34.091 68.8880 1.1076 0.984 0.39 0.06 RAZOR2_CF_RANGE_51_100 - 0.015 0.0253 0.0046 0.847 0.39 1.23 INITIAL_INVEST - 0.009 0.0165 0.0011 0.935 0.39 0.00 FREE_PASSWORD - 0.928 1.6925 0.2034 0.893 0.39 0.00 MANY_EXCLAMATIONS - 0.010 0.0185 0.0019 0.907 0.39 0.80 MULTI_REMOVAL_1WORD - 0.008 0.0161 0.0011 0.934 0.39 0.00 APPLY_ONLINE - 0.006 0.0125 0.0000 1.000 0.39 0.00 NO_GIMMICK - 35.260 71.0900 1.2980 0.982 0.38 1.51 RAZOR2_CHECK - 2.988 5.6749 0.4407 0.928 0.38 0.23 HTML_20_30 - 0.006 0.0129 0.0004 0.971 0.38 0.00 MEGA_SITE - 0.007 0.0145 0.0008 0.950 0.38 0.00 NONSECURED_CREDIT - 0.005 0.0113 0.0000 1.000 0.38 0.00 FORGED_MUA_APPLEMAIL - 0.538 0.9784 0.1207 0.890 0.38 0.35 US_DOLLARS_3 - 1.551 2.8320 0.3359 0.894 0.38 0.24 INVALID_DATE - 0.013 0.0225 0.0042 0.843 0.38 0.48 TARGETED - 11.437 22.4688 0.9800 0.958 0.38 0.07 RCVD_BY_IP - 0.005 0.0108 0.0000 1.000 0.38 0.00 BTAMAIL_URL - 16.509 32.7682 1.0969 0.968 0.38 0.01 MIME_HTML_NO_CHARSET - 0.005 0.0096 0.0000 1.000 0.38 0.00 X_PMFLAGS_PRESENT - 0.005 0.0108 0.0004 0.966 0.38 0.00 X_PRI_MISMATCH_HI - 0.015 0.0253 0.0057 0.816 0.38 0.45 JOIN_MILLIONS - 8.549 16.5762 0.9404 0.946 0.38 0.14 HTML_FONT_BIG - 0.917 1.6679 0.2053 0.890 0.38 0.67 SUBJ_ALL_CAPS - 0.016 0.0261 0.0061 0.811 0.38 0.03 UP_TO_OR_MORES - 1.564 2.8561 0.3401 0.894 0.38 0.05 MSGID_FROM_MTA_HEADER - 0.004 0.0092 0.0000 1.000 0.38 0.00 FAKE_HELO_MAILCITY - 0.004 0.0092 0.0000 1.000 0.38 0.00 NIGERIAN_SUBJECT6 - 0.005 0.0104 0.0004 0.965 0.38 0.00 NOT_ML_MARKETING - 1.120 2.0344 0.2529 0.889 0.38 0.00 SAVE_MONEY - 0.004 0.0088 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL - 0.004 0.0088 0.0000 1.000 0.38 0.00 NIGERIAN_SCAM_VIRTUE - 0.012 0.0197 0.0038 0.838 0.38 0.01 HTML_ALL_CAPS - 0.006 0.0121 0.0011 0.913 0.38 0.00 LYING_EYES - 0.011 0.0185 0.0034 0.844 0.38 0.00 URI_IS_POUND - 0.004 0.0084 0.0000 1.000 0.38 0.00 INTL_DRIVERS_LICENSE - 0.022 0.0346 0.0091 0.791 0.38 1.64 REPLY_TO_EMPTY - 0.009 0.0153 0.0023 0.870 0.38 0.00 SEX_FEST - 0.015 0.0249 0.0061 0.803 0.38 0.41 NO_DISAPPOINTMENT - 0.290 0.5200 0.0720 0.878 0.38 0.00 UPPERCASE_50_75 - 0.004 0.0080 0.0000 1.000 0.38 0.00 FAKE_HELO_EUDORAMAIL - 26.242 52.1286 1.7048 0.968 0.38 0.18 MIME_HTML_ONLY - 0.004 0.0076 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA - 0.372 0.6718 0.0880 0.884 0.37 0.23 RISK_FREE - 0.043 0.0695 0.0175 0.799 0.37 0.20 EXCUSE_12 - 0.003 0.0060 0.0000 1.000 0.37 0.00 SAFEGUARD_NOTICE - 0.003 0.0060 0.0000 1.000 0.37 0.00 OUR_STRICT_ANTI - 0.003 0.0060 0.0000 1.000 0.37 0.00 MSGID_THREESIXSIX - 0.004 0.0072 0.0004 0.950 0.37 0.00 MAIL_IN_ORDER_FORM - 0.004 0.0072 0.0004 0.950 0.37 0.00 YAHOO_SRD_REDIR - 0.707 1.2786 0.1661 0.885 0.37 0.00 SB_NSP_VOLUME_SPIKE - 0.019 0.0297 0.0084 0.780 0.37 0.92 CELL_PHONE_FREE - 0.003 0.0056 0.0000 1.000 0.37 0.00 USE_IDENTITY - 0.003 0.0052 0.0000 1.000 0.37 0.00 LOTS_OF_CC_LINES - 0.003 0.0052 0.0000 1.000 0.37 0.00 BZ_TLD - 0.003 0.0060 0.0004 0.941 0.37 0.00 FORGED_MUA_MSN - 0.002 0.0048 0.0000 1.000 0.37 0.00 MSGID_SPAM_1 - 0.003 0.0056 0.0004 0.937 0.37 0.00 SUBJ_DOUBLE_YOUR - 0.105 0.1796 0.0335 0.843 0.37 0.04 SEE_FOR_YOURSELF - 0.002 0.0044 0.0000 1.000 0.37 0.00 WALAA - 0.002 0.0044 0.0000 1.000 0.37 0.00 FAKE_HELO_CARAMAIL - 0.153 0.2688 0.0427 0.863 0.37 0.08 ADDR_NUMS_AT_BIGSITE - 0.010 0.0161 0.0042 0.793 0.37 0.11 AOL_USERS_LINK - 0.008 0.0125 0.0030 0.803 0.37 0.00 HTML_SHOUTING8 - 0.002 0.0040 0.0000 1.000 0.37 0.00 RATWARE_VC_IPA - 0.002 0.0040 0.0000 1.000 0.37 0.00 MSGID_3_DOLLARS - 0.065 0.1081 0.0248 0.814 0.37 0.00 ML_MARKETING - 0.003 0.0056 0.0008 0.881 0.37 0.00 FREE_INVESTMENT - 0.029 0.0450 0.0141 0.762 0.37 1.09 YOUR_INCOME - 0.002 0.0036 0.0000 1.000 0.37 0.00 RECEIVED_IDENT_SQUID - 0.002 0.0036 0.0000 1.000 0.37 0.00 READ_TO_END - 0.002 0.0044 0.0004 0.921 0.37 0.00 GET_STARTED_NOW - 38.568 71.2126 7.6254 0.903 0.36 0.00 HTML_MESSAGE - 0.002 0.0032 0.0000 1.000 0.36 0.00 TO_INVESTORS - 0.003 0.0048 0.0008 0.864 0.36 0.00 INCOME - 0.001 0.0028 0.0000 1.000 0.36 0.00 FURTHER_TRANSMISSIONS - 0.001 0.0028 0.0000 1.000 0.36 0.00 RATWARE_EVAMAIL - 0.001 0.0028 0.0000 1.000 0.36 0.00 NOT_INTENDED - 0.002 0.0036 0.0004 0.905 0.36 0.00 FORGED_YAHOO_RCVD_SMTP - 3.615 6.7722 0.6223 0.916 0.36 0.01 MISSING_OUTLOOK_NAME - 0.272 0.4830 0.0727 0.869 0.36 0.00 REMOVE_FROM_LIST - 0.003 0.0052 0.0011 0.821 0.36 0.00 THIS_IS_AN_AD - 0.001 0.0024 0.0000 1.000 0.36 0.00 MORTGAGE_LINKS - 0.001 0.0024 0.0000 1.000 0.36 0.00 CHANGE_TERMS - 0.001 0.0024 0.0000 1.000 0.36 0.00 HELO_DYNAMIC_TDS - 0.419 0.7470 0.1089 0.873 0.36 3.14 SPF_HELO_SOFTFAIL - 0.001 0.0020 0.0000 1.000 0.36 0.00 BTAMAIL_HEADER - 0.001 0.0020 0.0000 1.000 0.36 0.00 RATWARE_SCREWUP_1 - 0.001 0.0020 0.0000 1.000 0.36 0.00 FRIEND_PUBLIC - 0.001 0.0020 0.0000 1.000 0.36 0.00 CREDITORS_CALLING - 0.001 0.0020 0.0000 1.000 0.36 0.00 HIDDEN_ASSETS - 0.001 0.0020 0.0000 1.000 0.36 0.00 APPLY_FREE - 0.157 0.2748 0.0446 0.860 0.36 0.07 DEAR_FRIEND - 0.001 0.0016 0.0000 1.000 0.36 0.00 FORGED_RCVD_FROM_NUM - 0.001 0.0016 0.0000 1.000 0.36 0.00 RECEIVED_CACHEFLOW - 0.001 0.0016 0.0000 1.000 0.36 0.00 RATWARE_OE_PI - 0.001 0.0016 0.0000 1.000 0.36 0.00 WEALTH - 0.003 0.0048 0.0015 0.760 0.36 0.00 FROM_HAS_MIXED_NUMS2 - 0.001 0.0012 0.0000 1.000 0.36 0.00 STOP_SNORING - 0.001 0.0012 0.0000 1.000 0.36 0.00 FRIEND_AT_PUBLIC - 0.001 0.0012 0.0000 1.000 0.36 0.00 NO_SELLING - 0.001 0.0012 0.0000 1.000 0.36 0.00 MORTGAGE_WAITING - 0.003 0.0044 0.0015 0.744 0.36 0.00 BUGGY_CGI - 0.000 0.0008 0.0000 1.000 0.36 0.00 MSGID_4NUMS_DOLLAR - 0.000 0.0008 0.0000 1.000 0.36 0.00 RCVD_IN_NJABL_CGI - 0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_EMPTY_HELO - 0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_MMAILER - 0.000 0.0008 0.0000 1.000 0.36 0.00 RUSSIAN_UCE_SUBJECT - 0.000 0.0008 0.0000 1.000 0.36 0.00 VAR_REF_IN_RECEIVED - 0.000 0.0008 0.0000 1.000 0.36 0.00 X_ENC_PRESENT - 0.000 0.0004 0.0000 1.000 0.36 0.00 NEVER_ANOTHER - 0.000 0.0004 0.0000 1.000 0.36 0.00 MSGID_SPAM_6LETTER - 0.000 0.0004 0.0000 1.000 0.36 0.00 MORTGAGE_NETWORK - 0.000 0.0004 0.0000 1.000 0.36 0.00 SUBJ_FREE_INSTANT - 1.196 2.1083 0.3310 0.864 0.36 0.00 DATE_IN_PAST_06_12 - 0.320 0.5678 0.0861 0.868 0.36 0.00 SAVE_UP_TO - 0.003 0.0036 0.0015 0.704 0.36 0.00 FREE_INSTALL - 0.000 0.0000 0.0000 0.500 0.36 0.00 - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_LIST_UNSUBSCRIBE - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_BY_QVES_COM - 0.000 0.0000 0.0000 0.500 0.36 0.00 NO_DNS_FOR_FROM - 0.000 0.0000 0.0000 0.500 0.36 2.50 HEAD_LONG - 0.000 0.0000 0.0000 0.500 0.36 0.00 HTTP_ENTITIES_HOST - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_RBL - 0.000 0.0000 0.0000 0.500 0.36 0.00 NO_MIDDLEMAN - 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_XMAILER - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_SORBS_BLOCK - 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_DIFFOND - 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_BAD_REFS - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAIL_ID_PRESENT - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_RSS - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_STORMPOST_TO - 0.000 0.0000 0.0000 0.500 0.36 0.00 PRIORITY_MAIL - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_6_CAPS_ESMTP_ID - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_SERV_HOST_PRESENT - 0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_RIPPED - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_PRECEDENCE_REF - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_DUL - 0.000 0.0000 0.0000 0.500 0.36 0.00 ID_UNIQUE - 0.000 0.0000 0.0000 0.500 0.36 0.00 TO_FILENAME - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAILER_GIBBERISH - 0.000 0.0000 0.0000 0.500 0.36 0.00 DATE_YEAR_ZERO_FIRST - 0.000 0.0000 0.0000 0.500 0.36 0.00 BUY_JUDGEMENTS - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_NML - 0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_HAS_TIME_ID - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_NJABL_MULTI - 3.291 6.1583 0.5740 0.915 0.36 0.02 HTML_30_40 - 0.001 0.0008 0.0004 0.678 0.36 0.00 RATWARE_IMKTG - 0.001 0.0008 0.0004 0.678 0.36 0.00 EXCUSE_21 - 0.001 0.0008 0.0004 0.678 0.36 0.00 EXCUSE_22 - 0.012 0.0181 0.0069 0.725 0.35 0.89 MIME_BOUND_DIGITS_7 - 0.000 0.0004 0.0004 0.513 0.35 0.00 SUBJ_NOW_ONLY - 0.000 0.0004 0.0004 0.513 0.35 0.00 DIG_UP_INFO - 0.002 0.0024 0.0015 0.613 0.35 0.00 ONCE_IN_LIFETIME - 0.012 0.0169 0.0069 0.711 0.35 0.86 START_NOW_CAPS - 0.010 0.0149 0.0061 0.709 0.35 0.00 FIND_ANYTHING - 1.310 2.3237 0.3485 0.870 0.35 0.00 HTML_TITLE_EMPTY - 0.041 0.0639 0.0202 0.760 0.35 0.00 FREE_ACCESS - 0.002 0.0016 0.0015 0.513 0.35 0.00 DRUG_ED_HERBAL - 0.002 0.0024 0.0019 0.559 0.35 0.00 NEW_CUSTOMER - 0.005 0.0072 0.0038 0.655 0.35 0.00 NO_INVENTORY - 3.698 6.8164 0.7416 0.902 0.35 0.04 HTML_40_50 - 0.359 0.6357 0.0967 0.868 0.35 0.00 FROM_WEBMAIL_END_NUMS6 - 0.004 0.0052 0.0034 0.604 0.35 0.00 NO_INVESTMENT - 0.002 0.0016 0.0019 0.458 0.35 0.00 IDENT_NOBODY - 0.276 0.4798 0.0819 0.854 0.35 0.00 ENTITY_DEC_OTHER - 1.331 2.3506 0.3653 0.866 0.35 0.00 HTML_NONELEMENT_00_10 - 0.005 0.0060 0.0042 0.590 0.35 0.00 MIME_BOUND_MA - 0.102 0.1704 0.0381 0.817 0.34 0.03 COMPLETELY_FREE - 2.709 4.9725 0.5629 0.898 0.34 0.00 HTML_BADTAG_00_10 - 0.247 0.4287 0.0739 0.853 0.34 0.00 SUBJ_FREE_CAP - 0.384 0.6763 0.1078 0.863 0.34 0.00 LIMITED_TIME_ONLY - 19.626 27.2778 12.3734 0.688 0.34 0.00 DNS_FROM_RFC_ABUSE - 0.113 0.1885 0.0419 0.818 0.34 0.00 RCVD_IN_SORBS_ZOMBIE - 3.948 7.2187 0.8474 0.895 0.34 0.09 HTML_50_60 - 0.006 0.0064 0.0053 0.547 0.34 0.00 BANG_BOSS - 0.029 0.0410 0.0179 0.696 0.34 0.27 CONGRATULATIONS - 0.019 0.0257 0.0126 0.672 0.34 0.00 NO_QS_ASKED - 2.054 3.7116 0.4833 0.885 0.34 0.01 DATE_IN_PAST_03_06 - 0.043 0.0651 0.0229 0.740 0.34 0.00 SUBJ_YOUR_OWN - 24.580 19.4030 29.4878 0.397 0.34 0.00 FORGED_RCVD_HELO - 0.002 0.0004 0.0034 0.105 0.34 0.00 MIME_BOUND_HEX_24 - 5.799 10.3593 1.4759 0.875 0.33 0.01 HTML_LINK_CLICK_HERE - 0.182 0.3082 0.0632 0.830 0.33 0.00 SAVINGS - 5.082 9.1008 1.2736 0.877 0.33 0.02 HTML_70_80 - 5.922 10.3661 1.7101 0.858 0.33 0.15 HTML_80_90 - 2.196 3.9129 0.5686 0.873 0.33 0.11 HTML_TAG_EXIST_TBODY - 0.260 0.4428 0.0868 0.836 0.33 0.25 HTML_FONT_FACE_CAPS - 8.131 12.8497 3.6586 0.778 0.33 0.01 CLICK_BELOW - 4.061 7.2572 1.0318 0.876 0.33 0.00 HTML_60_70 - 3.385 5.9742 0.9316 0.865 0.32 0.04 MIME_QP_LONG_LINE - 1.026 1.7439 0.3451 0.835 0.32 0.12 EXCUSE_3 - 0.004 0.0008 0.0061 0.117 0.32 0.00 WE_HATE_SPAM2 - 0.803 1.3690 0.2662 0.837 0.32 0.00 HTML_BACKHAIR_1 - 0.037 0.0506 0.0236 0.682 0.32 0.00 RICH - 1.325 2.2811 0.4190 0.845 0.32 1.30 UNDISC_RECIPS - 0.128 0.2057 0.0545 0.791 0.31 0.00 ALL_CAP_FOR_ADULTS - 2.081 3.5935 0.6479 0.847 0.31 0.00 SPF_HELO_FAIL - 0.141 0.2270 0.0598 0.792 0.31 0.00 OPTING_OUT_CAPS - 0.709 1.1926 0.2514 0.826 0.31 0.13 HTML_IMAGE_RATIO_06 - 4.819 7.4887 2.2883 0.766 0.31 0.00 LINES_OF_YELLING - 0.326 0.5417 0.1219 0.816 0.30 0.83 NO_OBLIGATION - 0.017 0.0177 0.0168 0.513 0.30 0.02 DIRECT_EMAIL - 0.929 1.5297 0.3599 0.810 0.30 1.30 DATE_IN_FUTURE_06_12 - 0.070 0.1009 0.0411 0.710 0.30 1.27 FULL_REFUND - 0.056 0.0788 0.0350 0.692 0.29 0.00 HTML_TITLE_EXTRA - 0.084 0.1266 0.0442 0.741 0.29 0.00 EXCUSE_11 - 0.012 0.0088 0.0145 0.379 0.29 0.00 FROM_AND_TO_SAME - 0.027 0.0317 0.0232 0.577 0.29 0.02 X_ESMTP - 5.028 6.4849 3.6476 0.640 0.29 0.00 FROM_ENDS_IN_NUMS - 7.932 6.5448 9.2460 0.414 0.28 0.01 NO_REAL_NAME - 0.309 0.4970 0.1306 0.792 0.28 0.02 EXCUSE_7 - 2.221 3.5324 0.9773 0.783 0.28 0.01 URI_REDIRECTOR - 0.669 1.0411 0.3169 0.767 0.28 0.02 HTML_EVENT - 0.102 0.1503 0.0571 0.725 0.28 0.00 EXCUSE_19 - 0.063 0.0844 0.0434 0.660 0.27 0.58 YOU_WON - 0.376 0.6023 0.1615 0.789 0.27 0.00 LOTS_OF_STUFF - 0.251 0.3894 0.1200 0.764 0.27 0.00 EARN_MONEY - 0.693 1.0664 0.3397 0.758 0.26 0.00 HTTP_WITH_EMAIL_IN_URL - 1.473 2.2622 0.7252 0.757 0.26 0.03 UPPERCASE_25_50 - 0.685 1.0483 0.3405 0.755 0.26 0.02 HTML_JAVASCRIPT - 0.157 0.2278 0.0895 0.718 0.25 0.00 WHILE_SUPPLIES - 0.881 1.3698 0.4178 0.766 0.25 0.00 US_DOLLARS_2 - 0.486 0.7393 0.2449 0.751 0.25 0.03 HTML_IMAGE_RATIO_08 - 1.760 2.5821 0.9815 0.725 0.25 0.00 MAILTO_WITH_SUBJ - 0.375 0.5762 0.1851 0.757 0.25 0.00 NO_COST - 0.443 0.6827 0.2167 0.759 0.25 0.00 FREE_TRIAL - 0.629 0.9354 0.3394 0.734 0.24 0.00 LINES_OF_YELLING_3 - 6.112 3.6979 8.4009 0.306 0.24 0.00 BAYES_50 - 0.772 1.1596 0.4049 0.741 0.23 0.00 FROM_HAS_MIXED_NUMS - 1.291 1.8411 0.7694 0.705 0.23 0.00 LINES_OF_YELLING_2 - 0.409 0.6039 0.2247 0.729 0.23 0.11 WEIRD_PORT - 0.094 0.1153 0.0747 0.607 0.22 0.03 WORK_AT_HOME - 0.618 0.8820 0.3683 0.705 0.22 0.70 DATE_IN_PAST_12_24 - 0.404 0.5802 0.2373 0.710 0.22 0.37 PLING_QUERY - 0.122 0.1543 0.0906 0.630 0.21 0.00 CASHCASHCASH - 1.282 1.6900 0.8962 0.653 0.21 0.88 SPF_FAIL - 0.018 0.0064 0.0282 0.186 0.21 0.00 MIME_BOUND_DASH_DIGIT - 0.078 0.0836 0.0731 0.533 0.20 0.00 EXCUSE_15 - 0.585 0.7912 0.3900 0.670 0.20 0.12 MISSING_HEADERS - 0.040 0.0334 0.0461 0.420 0.20 0.00 JAVASCRIPT_URI - 0.440 0.5915 0.2963 0.666 0.20 0.00 SB_NEW_BULK - 0.267 0.3496 0.1882 0.650 0.20 0.00 RAZOR2_CF_RANGE_11_50 - 0.523 0.7044 0.3519 0.667 0.19 0.03 PLING_PLING - 0.049 0.0410 0.0571 0.418 0.19 0.00 NO_PURCHASE - 0.666 0.8732 0.4700 0.650 0.18 0.50 SPF_SOFTFAIL - 0.259 0.3166 0.2041 0.608 0.17 0.00 HTML_IMAGE_RATIO_12 - 1.716 1.5000 1.9204 0.439 0.16 0.00 MAILTO_TO_SPAM_ADDR - 0.285 0.3403 0.2323 0.594 0.16 0.00 HTML_IMAGE_RATIO_10 - 0.457 0.5674 0.3519 0.617 0.16 0.00 FOR_FREE - 0.174 0.1868 0.1619 0.536 0.15 0.00 HTML_IMAGE_RATIO_14 - 0.031 0.0113 0.0488 0.188 0.15 0.00 NO_EXPERIENCE - 0.248 0.2801 0.2171 0.563 0.15 0.48 OPTING_OUT - 0.885 0.9824 0.7930 0.553 0.15 0.03 TO_ADDRESS_EQ_REAL - 0.247 0.2343 0.2590 0.475 0.11 0.09 DATE_IN_PAST_24_48 - 0.068 0.0370 0.0971 0.276 0.10 0.00 MIME_QP_DEFICIENT - 0.113 0.0788 0.1455 0.351 0.10 0.00 DATE_IN_PAST_48_96 - 0.221 0.1816 0.2575 0.414 0.09 0.06 FROM_HAS_ULINE_NUMS - 0.747 0.6722 0.8185 0.451 0.09 0.13 EXCUSE_1 - 0.394 0.3299 0.4555 0.420 0.06 0.00 NO_FEE - 0.354 0.2781 0.4262 0.395 0.05 0.00 BANG_MONEY - 0.321 0.2198 0.4167 0.345 0.03 0.10 TO_EMPTY - 0.058 0.0028 0.1097 0.025 0.01 0.00 MIME_BOUND_DIGITS_4 - 0.102 0.0241 0.1760 0.121 0.00 0.00 MIME_QP_NO_CHARSET + 176869 123778 53091 0.700 0.00 0.00 (all messages) +100.000 69.9829 30.0171 0.700 0.00 0.00 (all messages as %) + 17.882 25.5522 0.0000 1.000 1.00 4.50 URIBL_SC_SURBL + 10.770 15.3888 0.0000 1.000 0.98 4.50 MIME_BOUND_DD_DIGITS + 9.684 13.8369 0.0019 1.000 0.98 3.81 URIBL_AB_SURBL + 34.260 48.9497 0.0132 1.000 0.98 4.09 URIBL_JP_SURBL + 13.644 19.4930 0.0075 1.000 0.97 4.00 RCVD_HELO_IP_MISMATCH + 17.449 24.9285 0.0113 1.000 0.97 3.90 RCVD_IN_XBL + 5.545 7.9239 0.0000 1.000 0.96 4.40 MSGID_SPAM_CAPS + 7.793 11.1328 0.0057 0.999 0.96 4.28 SUBJ_ILLEGAL_CHARS + 5.646 8.0669 0.0019 1.000 0.95 2.71 FORGED_OUTLOOK_HTML + 7.009 10.0131 0.0057 0.999 0.95 4.20 HELO_DYNAMIC_IPADDR + 4.741 6.7742 0.0000 1.000 0.95 4.40 X_MESSAGE_INFO + 4.970 7.1014 0.0019 1.000 0.95 3.69 RCVD_DOUBLE_IP_SPAM + 4.559 6.5117 0.0057 0.999 0.93 2.12 REPTO_QUOTE_YAHOO + 4.207 6.0108 0.0019 1.000 0.92 3.79 LONGWORDS + 4.217 6.0245 0.0038 0.999 0.92 4.06 FORGED_MUA_OUTLOOK + 6.548 9.3490 0.0170 0.998 0.92 0.95 HTML_SHORT_LINK_IMG_1 + 4.162 5.9453 0.0057 0.999 0.91 2.88 MSGID_RANDY + 3.552 5.0744 0.0019 1.000 0.91 2.41 DRUGS_ERECTILE_OBFU + 3.178 4.5412 0.0000 1.000 0.91 4.18 MIME_BAD_ISO_CHARSET + 4.443 6.3436 0.0113 0.998 0.91 2.78 RATWARE_OUTLOOK_NONAME + 60.712 86.7351 0.0396 1.000 0.90 3.50 BAYES_99 + 4.397 6.2782 0.0113 0.998 0.90 3.13 HTML_IMAGE_ONLY_08 + 3.059 4.3707 0.0000 1.000 0.90 3.07 HELO_DYNAMIC_DHCP + 3.364 4.8046 0.0038 0.999 0.90 2.49 FORGED_OUTLOOK_TAGS + 2.718 3.8836 0.0000 1.000 0.90 0.74 DATE_SPAMWARE_Y2K + 36.356 51.9317 0.0414 0.999 0.90 3.01 URIBL_OB_SURBL + 2.656 3.7947 0.0000 1.000 0.89 4.10 HELO_DYNAMIC_HCC + 2.903 4.1477 0.0019 1.000 0.89 3.82 HELO_DYNAMIC_IPADDR2 + 2.624 3.7495 0.0000 1.000 0.89 3.20 RATWARE_ZERO_TZ + 5.557 7.9295 0.0245 0.997 0.89 2.86 FROM_LOCAL_NOVOWEL + 2.554 3.6493 0.0000 1.000 0.89 4.10 RATWARE_NAME_ID + 4.312 6.1546 0.0170 0.997 0.88 3.70 PYZOR_CHECK + 2.513 3.5903 0.0000 1.000 0.88 4.10 URI_NO_WWW_INFO_CGI + 3.841 5.4824 0.0132 0.998 0.88 2.16 RCVD_IN_SORBS_SOCKS + 2.623 3.7470 0.0019 0.999 0.88 1.72 MSGID_DOLLARS + 2.631 3.7575 0.0038 0.999 0.88 0.40 DRUGS_ANXIETY + 5.865 8.3690 0.0283 0.997 0.88 3.16 RCVD_IN_SBL + 2.372 3.3891 0.0000 1.000 0.88 4.10 FROM_ILLEGAL_CHARS + 2.354 3.3641 0.0000 1.000 0.87 2.40 MSGID_YAHOO_CAPS + 2.440 3.4861 0.0019 0.999 0.87 2.69 REMOVE_BEFORE_LINK + 2.430 3.4707 0.0038 0.999 0.87 3.89 NO_PRESCRIPTION + 3.038 4.3352 0.0132 0.997 0.86 2.60 DNS_FROM_RFC_DSN + 2.088 2.9836 0.0000 1.000 0.86 3.78 MSGID_DOLLARS_RANDOM + 2.065 2.9504 0.0000 1.000 0.86 3.79 HEADER_SPAM + 2.664 3.7995 0.0151 0.996 0.85 1.57 HTTP_EXCESSIVE_ESCAPES + 2.025 2.8931 0.0019 0.999 0.85 0.23 DRUGS_ANXIETY_EREC + 4.508 6.4284 0.0320 0.995 0.85 1.91 RATWARE_MS_HASH + 3.589 5.1180 0.0245 0.995 0.85 1.87 HTML_IMAGE_ONLY_12 + 2.000 2.8567 0.0038 0.999 0.84 0.23 FUZZY_VLIUM + 1.949 2.7840 0.0019 0.999 0.84 0.92 FUZZY_VPILL + 9.438 13.4652 0.0490 0.996 0.84 2.23 RCVD_IN_WHOIS_INVALID + 3.232 4.6074 0.0245 0.995 0.84 1.58 HTML_SHORT_LINK_IMG_2 + 1.770 2.5287 0.0000 1.000 0.84 3.71 FORGED_MSGID_YAHOO + 1.959 2.7961 0.0057 0.998 0.84 0.52 FUZZY_CPILL + 2.074 2.9593 0.0094 0.997 0.84 3.70 INVESTMENT_ADVICE + 3.071 4.3772 0.0245 0.994 0.83 0.77 DIGEST_MULTIPLE + 1.806 2.5804 0.0019 0.999 0.83 0.18 INTERRUPTUS + 2.056 2.9335 0.0094 0.997 0.83 2.32 HTML_TINY_FONT + 2.182 3.1120 0.0151 0.995 0.83 2.35 UNIQUE_WORDS + 1.629 2.3259 0.0038 0.998 0.82 1.91 MSGID_MULTIPLE_AT + 1.898 2.7081 0.0094 0.997 0.82 3.20 NO_DNS_FOR_FROM + 3.963 5.6464 0.0377 0.993 0.82 1.89 MIME_BASE64_TEXT + 1.678 2.3954 0.0057 0.998 0.81 0.63 DRUGS_DIET + 1.453 2.0763 0.0000 1.000 0.81 1.69 DRUGS_ANXIETY_OBFU + 1.986 2.8309 0.0151 0.995 0.81 2.77 DATE_IN_FUTURE_12_24 + 1.828 2.6071 0.0113 0.996 0.81 0.28 HTML_BACKHAIR_8 + 1.778 2.5360 0.0113 0.996 0.81 3.00 BAYES_95 + 1.464 2.0900 0.0038 0.998 0.81 3.34 FUZZY_XPILL + 3.437 4.8942 0.0396 0.992 0.80 1.38 SPF_SOFTFAIL + 1.446 2.0634 0.0057 0.997 0.80 1.69 FUZZY_VICODIN + 1.233 1.7620 0.0000 1.000 0.80 3.73 ADVANCE_FEE_4 + 1.947 2.7743 0.0188 0.993 0.79 2.00 BAYES_80 + 1.172 1.6748 0.0000 1.000 0.79 3.70 DRUGS_PAIN_OBFU + 1.165 1.6651 0.0000 1.000 0.79 0.01 DRUGS_MANYKINDS + 7.782 11.0908 0.0678 0.994 0.79 0.49 DRUGS_ERECTILE + 1.182 1.6877 0.0019 0.999 0.79 1.96 SORTED_RECIPS + 1.136 1.6231 0.0000 1.000 0.79 2.31 X_IP + 2.237 3.1839 0.0301 0.991 0.79 0.02 RCVD_IN_SORBS_MISC + 1.144 1.6336 0.0019 0.999 0.78 0.61 SUBJECT_DRUG_GAP_C + 1.058 1.5116 0.0000 1.000 0.78 3.66 FUZZY_MORTGAGE + 1.093 1.5609 0.0019 0.999 0.78 1.61 HEAD_ILLEGAL_CHARS + 1.429 2.0375 0.0113 0.994 0.78 3.34 ADVANCE_FEE_3 + 0.965 1.3783 0.0000 1.000 0.77 3.60 HTML_EXTRA_CLOSE + 0.975 1.3920 0.0019 0.999 0.77 3.66 FUZZY_GUARANTEE + 0.946 1.3516 0.0000 1.000 0.76 3.60 SUBJECT_FUZZY_MEDS + 1.002 1.4300 0.0038 0.997 0.76 3.60 HTML_IMAGE_ONLY_04 + 0.943 1.3468 0.0000 1.000 0.76 3.60 FUZZY_PRESCRIPT + 4.172 5.9364 0.0584 0.990 0.76 0.50 RAZOR2_CHECK + 0.924 1.3201 0.0000 1.000 0.76 2.29 RATWARE_RCVD_AT + 2.459 3.4958 0.0433 0.988 0.76 0.50 HTML_IMAGE_ONLY_16 + 1.135 1.6182 0.0094 0.994 0.76 0.00 DRUGS_MUSCLE + 0.919 1.3128 0.0000 1.000 0.76 2.19 HELO_DYNAMIC_SPLIT_IP + 27.913 39.8423 0.0998 0.998 0.76 2.60 RCVD_IN_DSBL + 0.909 1.2991 0.0000 1.000 0.75 3.60 RATWARE_EFROM + 0.948 1.3524 0.0038 0.997 0.75 2.30 PERCENT_RANDOM + 1.605 2.2815 0.0264 0.989 0.75 1.96 DATE_IN_FUTURE_03_06 + 0.920 1.3145 0.0019 0.999 0.75 0.00 DRUGS_SLEEP + 2.536 3.6032 0.0471 0.987 0.75 0.03 HTTP_ESCAPED_HOST + 1.174 1.6715 0.0151 0.991 0.75 1.94 DNS_FROM_RFC_BOGUSMX + 0.879 1.2555 0.0019 0.999 0.74 2.17 FORGED_MUA_AOL_FROM + 0.841 1.2013 0.0000 1.000 0.74 2.74 DRUGS_SLEEP_EREC + 1.449 2.0593 0.0245 0.988 0.74 1.51 DNS_FROM_SECURITYSAGE + 4.330 6.1570 0.0716 0.989 0.74 0.50 RAZOR2_CF_RANGE_51_100 + 4.914 6.9883 0.0772 0.989 0.74 0.02 RCVD_IN_SORBS_HTTP + 0.822 1.1739 0.0000 1.000 0.74 3.60 FUZZY_MILLION + 0.818 1.1690 0.0000 1.000 0.74 3.60 RATWARE_RCVD_PF + 0.802 1.1456 0.0000 1.000 0.74 2.35 HTTP_77 + 0.921 1.3128 0.0075 0.994 0.74 1.77 HTML_OBFUSCATE_10_20 + 3.478 4.9419 0.0659 0.987 0.74 0.88 URI_NOVOWEL + 0.851 1.2151 0.0038 0.997 0.73 0.05 REPTO_QUOTE_AOL + 4.762 6.7702 0.0791 0.988 0.73 1.08 HTML_MIME_NO_HTML_TAG + 0.797 1.1383 0.0019 0.998 0.73 2.06 FUZZY_REFINANCE + 0.871 1.2425 0.0057 0.995 0.73 2.04 ONLINE_PHARMACY + 0.768 1.0971 0.0000 1.000 0.73 3.47 FUZZY_PLEASE + 0.796 1.1359 0.0038 0.997 0.72 1.79 DAV_NON_HOTMAIL + 0.914 1.3015 0.0113 0.991 0.72 2.77 RCVD_IN_NJABL_SPAM + 7.692 10.9486 0.0979 0.991 0.72 2.43 RCVD_IN_WHOIS_BOGONS + 0.965 1.3718 0.0151 0.989 0.72 0.89 FRONTPAGE + 2.452 3.4804 0.0546 0.985 0.72 0.04 RCVD_DOUBLE_IP_LOOSE + 2.642 3.7478 0.0622 0.984 0.72 0.06 HTML_FONT_TINY + 0.716 1.0228 0.0000 1.000 0.72 3.50 HELO_DYNAMIC_COMCAST + 1.558 2.2104 0.0377 0.983 0.71 1.00 BAYES_60 + 1.006 1.4292 0.0207 0.986 0.71 2.43 SPF_HELO_SOFTFAIL + 0.704 1.0066 0.0000 1.000 0.71 3.25 REPTO_QUOTE_MSN + 1.571 2.2274 0.0396 0.983 0.71 2.70 PRIORITY_NO_NAME + 1.757 2.4924 0.0433 0.983 0.71 0.45 SUBJECT_EXCESS_BASE64 + 22.130 31.5662 0.1300 0.996 0.71 2.05 RCVD_IN_SORBS_DUL + 0.714 1.0188 0.0019 0.998 0.71 2.04 RUDE_HTML + 0.764 1.0899 0.0057 0.995 0.71 0.27 HTML_TITLE_SUBJ_DIFF + 1.248 1.7693 0.0320 0.982 0.71 0.19 HTML_FONT_LOW_CONTRAST + 0.671 0.9582 0.0000 1.000 0.70 3.40 HTML_OBFUSCATE_20_30 + 0.652 0.9315 0.0000 1.000 0.70 3.40 FUZZY_MEDICATION + 28.614 0.0622 95.1819 0.001 0.69 -2.60 BAYES_00 + 0.678 0.9671 0.0038 0.996 0.69 0.50 DRUG_ED_CAPS + 0.690 0.9832 0.0057 0.994 0.69 2.25 FORGED_HOTMAIL_RCVD + 0.781 1.1109 0.0132 0.988 0.69 2.28 RCVD_FAKE_HELO_DOTCOM + 0.689 0.9824 0.0057 0.994 0.69 3.10 BAD_ENC_HEADER + 1.601 2.2678 0.0471 0.980 0.69 1.10 MIME_HTML_MOSTLY + 0.764 1.0874 0.0113 0.990 0.69 1.76 SUSPICIOUS_RECIPS + 0.772 1.0971 0.0132 0.988 0.69 3.02 MSGID_SPAM_LETTERS + 0.601 0.8588 0.0000 1.000 0.69 3.27 FUZZY_OBLIGATION + 0.629 0.8976 0.0019 0.998 0.69 1.88 INVALID_TZ_EST + 1.983 2.8091 0.0584 0.980 0.69 1.16 FORGED_HOTMAIL_RCVD2 + 0.572 0.8176 0.0000 1.000 0.68 2.66 SUBJECT_DRUG_GAP_VIC + 0.788 1.1189 0.0170 0.985 0.68 0.71 MPART_ALT_DIFF_COUNT + 0.661 0.9420 0.0057 0.994 0.68 3.40 FUZZY_ERECT + 0.561 0.8022 0.0000 1.000 0.68 2.62 HTML_EHTML2 + 2.198 3.1104 0.0697 0.978 0.68 0.88 HTML_SHORT_LINK_IMG_3 + 0.570 0.8144 0.0019 0.998 0.68 3.20 FUZZY_PRICES + 0.552 0.7893 0.0000 1.000 0.68 2.56 RATWARE_EGROUPS + 8.153 11.5933 0.1318 0.989 0.68 1.61 MISSING_MIMEOLE + 0.652 0.9291 0.0075 0.992 0.68 1.75 FORGED_MUA_IMS + 0.596 0.8499 0.0038 0.996 0.67 3.20 URI_UNSUBSCRIBE + 0.550 0.7861 0.0000 1.000 0.67 3.30 INVESTMENT_EXPERT + 1.568 2.2169 0.0546 0.976 0.67 1.39 ADVANCE_FEE_2 + 10.642 15.1449 0.1450 0.991 0.67 0.72 RCVD_IN_NJABL_PROXY + 0.831 1.1763 0.0264 0.978 0.67 0.87 SUBJ_HAS_SPACES + 0.530 0.7570 0.0000 1.000 0.66 3.20 FUZZY_PHARMACY + 0.547 0.7796 0.0038 0.995 0.66 0.04 MONEY_BACK + 0.523 0.7473 0.0000 1.000 0.66 2.62 FORGED_MSGID_HOTMAIL + 0.563 0.8014 0.0075 0.991 0.66 1.82 MILLION_USD + 0.518 0.7408 0.0000 1.000 0.66 1.94 FORGED_IMS_HTML + 0.647 0.9186 0.0132 0.986 0.66 0.63 IMPOTENCE + 30.956 44.1605 0.1695 0.996 0.66 2.14 URIBL_WS_SURBL + 1.311 1.8517 0.0509 0.973 0.66 0.51 HTML_TITLE_UNTITLED + 0.637 0.9048 0.0132 0.986 0.66 1.45 HTML_OBFUSCATE_05_10 + 0.530 0.7562 0.0019 0.998 0.66 1.85 SUBJECT_FUZZY_VPILL + 0.517 0.7384 0.0000 1.000 0.66 2.50 FORGED_THEBAT_HTML + 1.270 1.7935 0.0509 0.972 0.66 2.19 INVALID_MSGID + 0.516 0.7376 0.0000 1.000 0.65 2.16 FORGED_MUA_THEBAT_BOUN + 0.616 0.8741 0.0132 0.985 0.65 0.10 SPOOF_OURI + 0.666 0.9444 0.0170 0.982 0.65 0.42 FUZZY_AMBIEN + 0.542 0.7715 0.0057 0.993 0.65 0.00 REPTO_QUOTE_IMS + 1.923 2.7178 0.0716 0.974 0.65 1.82 MISSING_SUBJECT + 0.682 0.9662 0.0188 0.981 0.65 1.04 INVALID_TZ_GMT + 0.503 0.7182 0.0000 1.000 0.65 2.40 SUBJECT_DRUG_GAP_X + 2.982 4.2180 0.0998 0.977 0.65 0.00 DRUGS_PAIN + 1.335 1.8848 0.0546 0.972 0.65 1.32 UNRESOLVED_TEMPLATE + 0.707 1.0002 0.0226 0.978 0.65 2.02 DATE_IN_PAST_96_XX + 0.504 0.7198 0.0019 0.997 0.65 0.04 ALL_NATURAL + 0.477 0.6819 0.0000 1.000 0.64 1.66 HTML_TITLE_LONG + 0.464 0.6625 0.0000 1.000 0.64 1.80 FUZZY_PHENT + 2.200 3.1080 0.0829 0.974 0.64 2.19 INVALID_DATE + 0.772 1.0899 0.0320 0.971 0.63 1.36 X_MAILER_SPAM + 0.447 0.6382 0.0000 1.000 0.63 3.00 URI_NO_WWW_BIZ_CGI + 1.272 1.7927 0.0584 0.968 0.63 1.84 HTML_IMAGE_ONLY_24 + 1.981 2.7953 0.0810 0.972 0.63 1.16 HTML_IMAGE_ONLY_20 + 2.870 4.0548 0.1092 0.974 0.63 0.29 RCVD_ILLEGAL_IP + 0.429 0.6124 0.0000 1.000 0.63 3.10 FAKE_OUTBLAZE_RCVD + 0.530 0.7530 0.0113 0.985 0.63 0.00 REPTO_QUOTE_QUALCOMM + 0.406 0.5801 0.0000 1.000 0.63 2.86 HTML_OBFUSCATE_30_40 + 0.400 0.5712 0.0000 1.000 0.62 2.24 DRUG_DOSAGE + 0.543 0.7699 0.0151 0.981 0.62 0.74 BODY_ENHANCEMENT2 + 0.488 0.6940 0.0075 0.989 0.62 0.26 SUBJ_BUY + 0.397 0.5680 0.0000 1.000 0.62 3.10 MALE_ENHANCE + 0.394 0.5623 0.0000 1.000 0.62 1.08 FUZZY_CREDIT + 0.392 0.5607 0.0000 1.000 0.62 3.10 MSGID_SHORT + 0.391 0.5591 0.0000 1.000 0.62 2.62 SUBJECT_DRUG_GAP_VA + 0.381 0.5445 0.0000 1.000 0.62 2.48 FORGED_MUA_EUDORA + 0.379 0.5413 0.0000 1.000 0.62 3.10 KOREAN_UCE_SUBJECT + 0.457 0.6504 0.0075 0.989 0.62 2.45 SPOOF_COM2COM + 0.745 1.0495 0.0358 0.967 0.62 0.08 BAD_CREDIT + 4.599 6.5060 0.1545 0.977 0.62 1.85 FORGED_YAHOO_RCVD + 0.888 1.2482 0.0471 0.964 0.61 0.00 X_MSMAIL_PRIORITY_HIGH + 0.532 0.7530 0.0170 0.978 0.61 0.00 URI_AFFILIATE + 4.806 6.7985 0.1601 0.977 0.61 2.01 BIZ_TLD + 0.371 0.5300 0.0019 0.996 0.61 2.90 UNCLOSED_BRACKET + 18.739 26.6946 0.1921 0.993 0.61 1.95 RCVD_IN_NJABL_DUL + 0.803 1.1278 0.0452 0.961 0.61 0.80 HTML_00_10 + 0.346 0.4944 0.0000 1.000 0.60 2.29 DRUGS_DIET_OBFU + 0.345 0.4936 0.0000 1.000 0.60 2.53 VIA_GAP_GRA + 0.358 0.5106 0.0038 0.993 0.60 2.22 FORGED_MUA_OIMO + 0.337 0.4815 0.0000 1.000 0.60 2.95 MIME_BOUND_DIGITS_15 + 0.348 0.4960 0.0038 0.992 0.59 2.71 CUM_SHOT + 0.333 0.4759 0.0000 1.000 0.59 2.69 HELO_DYNAMIC_ATTBI + 0.334 0.4767 0.0019 0.996 0.59 0.51 FUZZY_ROLEX + 6.590 9.3385 0.1808 0.981 0.59 0.46 HTML_IMAGE_RATIO_02 + 1.035 1.4486 0.0697 0.954 0.59 1.72 SUBJECT_ENCODED_TWICE + 0.498 0.7021 0.0207 0.971 0.59 0.40 HTML_LINK_PUSH_HERE + 0.335 0.4767 0.0038 0.992 0.58 1.93 FUZZY_BILLION + 0.310 0.4427 0.0000 1.000 0.58 2.64 REPTO_OVERQUOTE_THEBAT + 0.310 0.4427 0.0000 1.000 0.58 3.00 FORGED_MSGID_EXCITE + 0.305 0.4363 0.0000 1.000 0.58 2.19 FUZZY_CELEBREX + 0.358 0.5074 0.0094 0.982 0.58 1.53 FROM_BLANK_NAME + 0.369 0.5227 0.0113 0.979 0.58 1.57 HTML_SHORT_LENGTH + 0.302 0.4322 0.0000 1.000 0.58 3.00 RATWARE_OE_MALFORMED + 0.628 0.8806 0.0396 0.957 0.58 2.10 DEAR_SOMETHING + 0.517 0.7271 0.0264 0.965 0.58 2.31 EMPTY_MESSAGE + 0.322 0.4581 0.0038 0.992 0.58 2.90 X_PRIORITY_CC + 0.458 0.6455 0.0207 0.969 0.58 0.35 URG_BIZ + 0.493 0.6940 0.0245 0.966 0.58 0.00 BANG_GUAR + 0.296 0.4225 0.0000 1.000 0.58 1.95 MORE_SEX + 0.331 0.4702 0.0057 0.988 0.57 1.99 DOMAIN_4U2 + 0.347 0.4920 0.0094 0.981 0.57 2.53 FROM_ENDS_IN_NUMS + 0.345 0.4888 0.0094 0.981 0.57 0.20 RCVD_IN_SORBS_SMTP + 0.474 0.6665 0.0245 0.965 0.57 0.03 HTML_SHOUTING4 + 0.311 0.4427 0.0038 0.992 0.57 1.68 QUALIFY_FOR_THIS + 3.590 5.0607 0.1620 0.969 0.57 1.45 DNS_FROM_RFC_WHOIS + 0.297 0.4241 0.0019 0.996 0.57 2.14 HTML_NONELEMENT_70_80 + 0.305 0.4338 0.0038 0.991 0.57 1.37 UPPERCASE_75_100 + 0.287 0.4096 0.0000 1.000 0.57 2.68 SUBJECT_SEXUAL + 0.292 0.4169 0.0019 0.996 0.57 1.69 OBFUSCATING_COMMENT + 0.285 0.4072 0.0000 1.000 0.57 0.01 HTML_NONELEMENT_80_90 + 1.104 1.5439 0.0791 0.951 0.57 0.23 HTML_TAG_BALANCE_BODY + 5.309 7.5062 0.1865 0.976 0.56 1.46 RCVD_IN_SORBS_WEB + 0.465 0.6528 0.0264 0.961 0.56 2.15 FROM_HAS_MIXED_NUMS + 1.458 2.0416 0.0979 0.954 0.56 1.90 HTML_IMAGE_ONLY_28 + 0.366 0.5154 0.0170 0.968 0.56 0.37 UPPERCASE_50_75 + 0.806 1.1254 0.0622 0.948 0.56 0.01 HTML_BACKHAIR_4 + 0.271 0.3870 0.0000 1.000 0.56 1.77 FORGED_IMS_TAGS + 0.926 1.2926 0.0716 0.948 0.56 1.67 DATE_IN_FUTURE_06_12 + 0.267 0.3821 0.0000 1.000 0.56 2.80 HELO_DYNAMIC_YAHOOBB + 0.266 0.3805 0.0000 1.000 0.56 2.80 URIBL_PH_SURBL + 0.292 0.4145 0.0057 0.987 0.56 0.04 BODY_ENHANCEMENT + 0.265 0.3781 0.0000 1.000 0.56 0.03 HTML_NONELEMENT_90_100 + 0.270 0.3854 0.0019 0.995 0.55 1.45 HTML_TAG_BALANCE_HEAD + 0.756 1.0551 0.0584 0.948 0.55 0.04 US_DOLLARS_3 + 0.258 0.3692 0.0000 1.000 0.55 2.90 REPLICA_WATCH + 13.405 19.0284 0.2938 0.985 0.55 0.00 MIME_HTML_ONLY_MULTI + 0.326 0.4605 0.0132 0.972 0.55 1.03 TRACKER_ID + 0.262 0.3732 0.0019 0.995 0.55 0.13 HTML_NONELEMENT_40_50 + 0.343 0.4823 0.0170 0.966 0.55 0.21 X_AUTH_WARN_FAKED + 0.250 0.3571 0.0000 1.000 0.55 2.80 FUZZY_THOUSANDS + 1.489 2.0803 0.1092 0.950 0.55 0.22 MIME_BASE64_BLANKS + 0.614 0.8564 0.0490 0.946 0.55 1.81 BLANK_LINES_70_80 + 0.335 0.4718 0.0170 0.965 0.54 0.27 HTML_COMMENT_SAVED_URL + 0.283 0.4015 0.0075 0.982 0.54 2.50 FROM_ALL_NUMS + 0.242 0.3458 0.0000 1.000 0.54 2.03 HTML_OBFUSCATE_50_60 + 18.114 25.7461 0.3202 0.988 0.54 0.00 MPART_ALT_DIFF + 0.237 0.3385 0.0000 1.000 0.54 2.18 HTML_SHORT_CENTER + 0.236 0.3377 0.0000 1.000 0.54 2.80 FUZZY_MONEY + 0.357 0.4993 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0.0113 0.909 0.37 1.62 ML_MARKETING + 8.737 12.0643 0.9795 0.925 0.37 0.11 HTML_90_100 + 0.310 0.4112 0.0753 0.845 0.37 0.14 FROM_NO_LOWER + 0.600 0.7974 0.1394 0.851 0.37 0.29 FROM_HAS_ULINE_NUMS + 0.081 0.1107 0.0113 0.907 0.37 1.37 SOME_BREAKTHROUGH + 0.050 0.0711 0.0000 1.000 0.37 0.00 SUBJ_AS_SEEN + 0.583 0.7748 0.1356 0.851 0.36 0.16 HOT_NASTY + 5.302 7.2913 0.6630 0.917 0.36 0.01 MIME_QP_LONG_LINE + 0.196 0.2593 0.0490 0.841 0.36 0.00 URI_IS_POUND + 0.049 0.0000 0.1639 0.000 0.36 -7.50 USER_IN_DEF_SPF_WL + 0.067 0.0921 0.0094 0.907 0.36 0.05 FREE_QUOTE_INSTANT + 0.128 0.1713 0.0264 0.867 0.36 0.19 CONSOLIDATE_DEBT + 0.057 0.0792 0.0057 0.933 0.36 3.20 CHARSET_FARAWAY_HEADER + 0.045 0.0638 0.0000 1.000 0.36 1.90 SUBJ_LIFE_INSURANCE + 0.045 0.0638 0.0000 1.000 0.36 0.00 CONFIRMED_FORGED + 0.053 0.0743 0.0038 0.952 0.36 0.47 NUMERIC_HTTP_ADDR + 0.044 0.0630 0.0000 1.000 0.36 0.00 BANG_OPRAH + 0.077 0.1042 0.0132 0.888 0.36 0.00 BEST_PORN + 0.044 0.0622 0.0000 1.000 0.36 1.29 HELO_DYNAMIC_VTR + 0.049 0.0695 0.0019 0.974 0.36 1.90 EXCUSE_24 + 0.052 0.0727 0.0038 0.951 0.36 1.88 FREE_PREVIEW + 0.055 0.0759 0.0057 0.931 0.36 0.22 FORGED_EUDORAMAIL_RCVD + 0.054 0.0751 0.0057 0.930 0.36 0.06 FREE_PORN + 8.568 11.7727 1.0962 0.915 0.36 0.00 HTML_FONT_BIG + 1.069 1.4292 0.2279 0.862 0.35 0.83 DATE_IN_PAST_06_12 + 9.009 12.3778 1.1546 0.915 0.35 0.04 DOMAIN_RATIO + 0.039 0.0557 0.0000 1.000 0.35 1.89 TERRA_ES + 0.039 0.0000 0.1300 0.000 0.35 -7.50 ENV_AND_HDR_SPF_MATCH + 0.433 0.5712 0.1111 0.837 0.35 0.07 MORTGAGE_PITCH + 0.037 0.0533 0.0000 1.000 0.35 0.00 DRUG_ED_SILD + 0.068 0.0913 0.0132 0.874 0.35 0.09 BILLION_DOLLARS + 3.785 5.1479 0.6065 0.895 0.35 0.37 HTML_30_40 + 1.153 1.5382 0.2543 0.858 0.35 0.01 HTML_IMAGE_RATIO_04 + 0.052 0.0719 0.0057 0.927 0.35 0.31 HTML_FONT_SIZE_HUGE + 0.036 0.0517 0.0000 1.000 0.35 3.20 CHARSET_FARAWAY + 0.080 0.1075 0.0170 0.864 0.35 0.00 GUARANTEED_STUFF + 0.058 0.0784 0.0094 0.893 0.35 2.45 MIME_CHARSET_FARAWAY + 0.036 0.0509 0.0000 1.000 0.35 1.18 DEEP_DISC_MEDS + 0.041 0.0574 0.0019 0.968 0.35 1.07 SENT_IN_COMPLIANCE + 0.034 0.0493 0.0000 1.000 0.35 1.80 HDR_ORDER_TRIMRS + 0.034 0.0493 0.0000 1.000 0.35 1.80 CHINA_HEADER + 0.135 0.1785 0.0339 0.840 0.35 0.13 OPTING_OUT_CAPS + 0.034 0.0485 0.0000 1.000 0.35 1.60 HELO_DYNAMIC_RR2 + 0.034 0.0485 0.0000 1.000 0.35 1.34 DRUGS_SMEAR1 + 0.043 0.0598 0.0038 0.941 0.35 0.25 DISGUISE_PORN + 0.059 0.0792 0.0113 0.875 0.34 0.00 HTML_COMMENT_SHORT + 0.033 0.0477 0.0000 1.000 0.34 1.62 WITH_LC_SMTP + 0.033 0.0477 0.0000 1.000 0.34 1.47 COMPETE + 0.042 0.0582 0.0038 0.939 0.34 0.00 LIVE_PORN + 0.081 0.1075 0.0188 0.851 0.34 0.20 ADDR_FREE + 0.033 0.0469 0.0000 1.000 0.34 1.33 FAKE_HELO_EMAIL_COM + 0.033 0.0469 0.0000 1.000 0.34 1.62 FORGED_MSGID_AOL + 0.033 0.0469 0.0000 1.000 0.34 1.80 HEADER_COUNT_CTYPE + 0.732 0.9703 0.1771 0.846 0.34 0.13 TO_CC_NONE + 0.032 0.0452 0.0000 1.000 0.34 1.79 SUBJ_GUARANTEED + 0.466 0.6148 0.1187 0.838 0.34 0.01 MIME_MISSING_BOUNDARY + 0.799 1.0640 0.1827 0.853 0.34 1.25 DATE_IN_PAST_12_24 + 0.031 0.0436 0.0000 1.000 0.34 1.71 FAKE_HELO_EUDORAMAIL + 0.031 0.0436 0.0000 1.000 0.34 1.64 HARDCORE_PORN + 1.860 2.4883 0.3955 0.863 0.34 0.21 HTML_TITLE_EMPTY + 0.030 0.0428 0.0000 1.000 0.34 0.49 MEET_SINGLES + 0.030 0.0428 0.0000 1.000 0.34 2.50 MISSING_HB_SEP + 0.029 0.0420 0.0000 1.000 0.34 1.80 PORN_16 + 0.033 0.0469 0.0019 0.961 0.34 0.27 WHILE_YOU_SLEEP + 0.041 0.0557 0.0057 0.908 0.34 0.70 EXCUSE_4 + 12.120 16.7154 1.4051 0.922 0.34 0.20 DNS_FROM_RFC_ABUSE + 3.853 5.2287 0.6461 0.890 0.34 0.01 HTML_TAG_EXIST_TBODY + 0.027 0.0388 0.0000 1.000 0.34 0.41 SUBJ_FOR_ONLY + 0.031 0.0436 0.0019 0.959 0.34 0.47 FIN_FREE + 0.027 0.0380 0.0000 1.000 0.33 1.48 HELO_DYNAMIC_NTL + 0.031 0.0428 0.0019 0.958 0.33 1.80 BILL_1618 + 0.110 0.1446 0.0301 0.828 0.33 0.00 MORTGAGE_BEST + 0.042 0.0574 0.0075 0.884 0.33 0.00 FAKE_HELO_LYCOS + 7.700 10.5059 1.1584 0.901 0.33 0.01 HTML_LINK_IMAGE_BUG + 0.224 0.2900 0.0697 0.806 0.33 0.00 SUBJ_FREE_CAP + 0.062 0.0816 0.0170 0.828 0.33 0.81 SUBJ_YOUR_OWN + 0.041 0.0557 0.0075 0.881 0.33 0.00 DIET_2 + 0.052 0.0695 0.0113 0.860 0.33 0.20 GET_PAID + 0.023 0.0323 0.0000 1.000 0.33 1.49 TO_TXT + 0.027 0.0372 0.0019 0.952 0.33 0.85 HIDDEN_CHARGES + 0.043 0.0574 0.0094 0.859 0.33 0.00 FREE_ACCESS + 0.021 0.0307 0.0000 1.000 0.33 1.43 WRINKLES + 0.026 0.0364 0.0019 0.951 0.33 0.46 BARGAIN_URL + 0.056 0.0735 0.0151 0.830 0.33 0.17 EXTRA_CASH + 0.021 0.0299 0.0000 1.000 0.33 1.70 INVALID_DATE_TZ_ABSURD + 4.338 5.8928 0.7139 0.892 0.33 0.50 HTML_40_50 + 0.058 0.0759 0.0170 0.818 0.32 0.00 TO_MALFORMED + 0.040 0.0533 0.0094 0.850 0.32 0.26 RCVD_IN_SORBS_ZOMBIE + 0.020 0.0291 0.0000 1.000 0.32 1.60 FAKE_HELO_YAHOO_CA + 0.023 0.0323 0.0019 0.945 0.32 0.01 DIET_3 + 1.518 2.0133 0.3635 0.847 0.32 0.84 UNDISC_RECIPS + 0.020 0.0283 0.0000 1.000 0.32 0.00 PORN_URL_SLUT + 0.057 0.0743 0.0170 0.814 0.32 0.09 ACT_NOW_CAPS + 0.835 1.1036 0.2091 0.841 0.32 0.00 HTML_BACKHAIR_2 + 0.231 0.0315 0.6950 0.043 0.32 -0.74 BAYES_20 + 0.019 0.0275 0.0000 1.000 0.32 1.46 EXCUSE_23 + 4.393 5.9284 0.8118 0.880 0.32 0.13 HTML_50_60 + 0.030 0.0404 0.0057 0.877 0.32 0.01 RATWARE_RCVD_LC_ESMTP + 0.179 0.2311 0.0565 0.803 0.32 0.07 BLANK_LINES_80_90 + 4.744 6.3210 1.0661 0.856 0.32 0.03 HTML_60_70 + 0.019 0.0267 0.0000 1.000 0.32 1.46 MICRO_CAP_WARNING + 0.019 0.0267 0.0000 1.000 0.32 1.61 MSGID_SPAM_ZEROES + 0.025 0.0347 0.0038 0.902 0.32 1.54 BE_BOSS + 0.037 0.0485 0.0094 0.837 0.32 1.45 EXCUSE_12 + 0.018 0.0250 0.0000 1.000 0.32 1.10 YAHOO_DRS_REDIR + 0.017 0.0000 0.0565 0.000 0.32 -8.00 HABEAS_ACCREDITED_COI + 0.017 0.0242 0.0000 1.000 0.32 1.60 HELO_DYNAMIC_HEXIP + 11.830 16.1838 1.6801 0.906 0.32 1.39 MSGID_FROM_MTA_ID + 0.016 0.0234 0.0000 1.000 0.32 1.38 DRUG_ED_COMBO + 0.016 0.0234 0.0000 1.000 0.32 1.21 SUBJ_2_NUM_PARENS + 0.014 0.0202 0.0000 1.000 0.31 0.00 HTML_BADTAG_80_90 + 0.014 0.0202 0.0000 1.000 0.31 1.60 PREST_NON_ACCREDITED + 0.014 0.0202 0.0000 1.000 0.31 1.51 NONEXISTENT_CHARSET + 0.046 0.0598 0.0151 0.799 0.31 0.00 FULL_REFUND + 29.105 39.7906 4.1928 0.905 0.31 0.08 MIME_HTML_ONLY + 0.013 0.0186 0.0000 1.000 0.31 0.04 FORGED_TELESP_RCVD + 0.013 0.0186 0.0000 1.000 0.31 1.60 HTTP_CTRL_CHARS_HOST + 0.012 0.0178 0.0000 1.000 0.31 0.98 HTML_OBFUSCATE_80_90 + 0.280 0.3603 0.0923 0.796 0.31 0.00 MISSING_DATE + 0.011 0.0154 0.0000 1.000 0.31 1.04 TO_RECIP_MARKER + 0.010 0.0145 0.0000 1.000 0.31 1.34 FROM_NONSENDING_DOMAIN + 0.014 0.0194 0.0019 0.911 0.31 1.50 ROUND_THE_WORLD + 0.018 0.0242 0.0038 0.865 0.31 0.12 HTML_SHOUTING7 + 0.010 0.0137 0.0000 1.000 0.31 0.00 HELO_DYNAMIC_VELOX + 0.010 0.0000 0.0320 0.000 0.31 -15.00 USER_IN_DEF_WHITELIST + 0.009 0.0129 0.0000 1.000 0.30 1.70 JAPANESE_UCE_SUBJECT + 0.009 0.0129 0.0000 1.000 0.30 100.00 USER_IN_BLACKLIST + 0.009 0.0129 0.0000 1.000 0.30 1.60 JS_FROMCHARCODE + 0.017 0.0226 0.0038 0.857 0.30 0.00 JOIN_MILLIONS + 0.008 0.0121 0.0000 1.000 0.30 1.22 WE_HONOR_ALL + 1.731 2.2815 0.4483 0.836 0.30 0.00 HTML_WEB_BUGS + 0.019 0.0250 0.0057 0.816 0.30 1.40 EARN_PER_WEEK + 0.008 0.0113 0.0000 1.000 0.30 0.00 TO_NO_USER + 0.011 0.0145 0.0019 0.885 0.30 0.00 AMAZING_STUFF + 0.455 0.5833 0.1545 0.791 0.30 0.27 TO_EMPTY + 0.007 0.0105 0.0000 1.000 0.30 1.36 NO_MEDICAL + 14.209 18.8240 3.4488 0.845 0.30 0.00 UNPARSEABLE_RELAY + 0.007 0.0097 0.0000 1.000 0.30 1.60 RATWARE_JPFREE + 0.010 0.0129 0.0019 0.873 0.30 0.00 FROM_AND_TO_SAME + 0.006 0.0089 0.0000 1.000 0.30 0.00 REMOVE_POSTAL + 0.006 0.0081 0.0000 1.000 0.30 0.00 RCVD_BONUS_SPC_DATE + 0.006 0.0081 0.0000 1.000 0.30 0.00 HDR_ORDER_MTSRIX + 0.005 0.0065 0.0000 1.000 0.29 0.01 T_HTML_IFRAME_SRC + 0.029 0.0364 0.0132 0.734 0.29 0.34 FREE_SAMPLE + 0.056 0.0695 0.0245 0.739 0.29 0.00 HIDE_WIN_STATUS + 0.004 0.0057 0.0000 1.000 0.29 0.00 HTML_OBFUSCATE_90_100 + 0.004 0.0057 0.0000 1.000 0.29 0.00 FAKED_UNDISC_RECIPS + 2.817 3.7381 0.6705 0.848 0.29 0.00 HTML_FONT_INVISIBLE + 0.237 0.3022 0.0848 0.781 0.29 0.88 DATE_IN_PAST_24_48 + 43.390 57.9231 9.5082 0.859 0.29 0.00 HTML_MESSAGE + 0.003 0.0048 0.0000 1.000 0.29 0.00 HELO_DYNAMIC_TELIA + 0.003 0.0048 0.0000 1.000 0.29 0.00 YOU_CAN_SEARCH + 0.003 0.0048 0.0000 1.000 0.29 0.00 FORGED_AOL_RCVD + 0.003 0.0000 0.0094 0.000 0.29 -6.00 USER_IN_WHITELIST_TO + 0.026 0.0315 0.0132 0.705 0.29 0.00 MISSING_MIME_HB_SEP + 0.006 0.0073 0.0019 0.794 0.29 0.00 CONFIDENTIAL_ORDER + 0.023 0.0275 0.0113 0.709 0.29 0.02 RECEIVE_OFFER + 0.002 0.0032 0.0000 1.000 0.29 0.00 YAHOO_RD_REDIR + 0.063 0.0776 0.0301 0.720 0.29 0.38 DATE_IN_PAST_48_96 + 0.002 0.0024 0.0000 1.000 0.29 0.00 RATWARE_STORM_URI + 0.001 0.0016 0.0000 1.000 0.29 0.00 HELO_DYNAMIC_CHELLO_NO + 13.007 16.4197 5.0498 0.765 0.29 0.00 RCVD_BY_IP + 2.302 3.0207 0.6253 0.828 0.29 0.00 ADVANCE_FEE_1 + 0.111 0.1390 0.0452 0.755 0.29 0.00 MORTGAGE_RATES + 0.001 0.0008 0.0000 1.000 0.29 1000.00 GTUBE + 0.001 0.0008 0.0000 1.000 0.29 0.00 FORGED_GW05_RCVD + 0.000 0.0000 0.0000 0.500 0.28 100.00 SUBJECT_IN_BLACKLIST + 0.000 0.0000 0.0000 0.500 0.28 -5.00 HASHCASH_HIGH + 0.000 0.0000 0.0000 0.500 0.28 0.00 MSGID_SPAM_99X9XX99 + 0.000 0.0000 0.0000 0.500 0.28 0.00 DK_POLICY_SIGNSOME + 0.000 0.0000 0.0000 0.500 0.28 0.00 DK_SIGNED + 0.000 0.0000 0.0000 0.500 0.28 10.00 USER_IN_BLACKLIST_TO + 0.000 0.0000 0.0000 0.500 0.28 0.00 DK_POLICY_SIGNALL + 0.000 0.0000 0.0000 0.500 0.28 0.01 T_PP_PHISH + 0.000 0.0000 0.0000 0.500 0.28 -3.00 HASHCASH_24 + 0.000 0.0000 0.0000 0.500 0.28 0.10 MICROSOFT_EXECUTABLE + 0.000 0.0000 0.0000 0.500 0.28 0.00 RESISTANCE_IS_FUTILE + 0.000 0.0000 0.0000 0.500 0.28 0.00 RATWARE_HASH_DASH + 0.000 0.0000 0.0000 0.500 0.28 0.00 DK_POLICY_TESTING + 0.000 0.0000 0.0000 0.500 0.28 0.50 HTML_CHARSET_FARAWAY + 0.000 0.0000 0.0000 0.500 0.28 -4.30 HABEAS_ACCREDITED_SOI + 0.000 0.0000 0.0000 0.500 0.28 2.50 FRAGMENTED_MESSAGE + 0.000 0.0000 0.0000 0.500 0.28 -20.00 USER_IN_MORE_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_MAPS_RSS + 0.000 0.0000 0.0000 0.500 0.28 0.10 MIME_SUSPECT_NAME + 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_SORBS_BLOCK + 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_MAPS_DUL + 0.000 0.0000 0.0000 0.500 0.28 -4.00 HASHCASH_25 + 0.000 0.0000 0.0000 0.500 0.28 0.01 T_EB_PHISH + 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_MAPS_RBL + 0.000 0.0000 0.0000 0.500 0.28 0.01 T_PH_REC + 0.000 0.0000 0.0000 0.500 0.28 -1.00 HASHCASH_22 + 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_NJABL_MULTI + 0.000 0.0000 0.0000 0.500 0.28 -0.50 HASHCASH_20 + 0.000 0.0000 0.0000 0.500 0.28 1.00 AWL + 0.000 0.0000 0.0000 0.500 0.28 1.50 RAZOR2_CF_RANGE_E8_51_100 + 0.000 0.0000 0.0000 0.500 0.28 2.80 UNWANTED_LANGUAGE_BODY + 0.000 0.0000 0.0000 0.500 0.28 1.50 RAZOR2_CF_RANGE_E4_51_100 + 0.000 0.0000 0.0000 0.500 0.28 -0.00 DK_VERIFIED + 0.000 0.0000 0.0000 0.500 0.28 -100.00 USER_IN_SPF_WHITELIST + 0.000 0.0000 0.0000 0.500 0.28 -0.70 HASHCASH_21 + 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_NJABL_CGI + 0.000 0.0000 0.0000 0.500 0.28 1.50 BODY_8BITS + 0.000 0.0000 0.0000 0.500 0.28 0.10 HASHCASH_2SPEND + 0.000 0.0000 0.0000 0.500 0.28 0.00 MSGID_FROM_MTA_HOTMAIL + 0.000 0.0000 0.0000 0.500 0.28 0.00 ACCESSDB + 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_MAPS_NML + 0.000 0.0000 0.0000 0.500 0.28 -100.00 USER_IN_ALL_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.28 -2.00 HASHCASH_23 + 0.000 0.0000 0.0000 0.500 0.28 -0.20 HABEAS_CHECKED + 0.000 0.0000 0.0000 0.500 0.28 -100.00 SUBJECT_IN_WHITELIST + 0.003 0.0032 0.0019 0.632 0.28 2.50 HIGH_CODEPAGE_URI + 0.002 0.0024 0.0019 0.563 0.28 0.01 T_PH_SEC + 0.025 0.0299 0.0151 0.665 0.28 0.00 HTML_SHOUTING6 + 0.005 0.0057 0.0038 0.600 0.28 2.50 HEAD_LONG + 0.040 0.0469 0.0226 0.675 0.28 0.60 REPLY_TO_EMPTY + 0.546 0.7029 0.1789 0.797 0.28 0.10 NO_COST + 7.139 8.8796 3.0815 0.742 0.28 0.00 HTML_80_90 + 4.952 6.3872 1.6048 0.799 0.27 0.00 HTML_70_80 + 0.101 0.1244 0.0471 0.725 0.27 0.00 FROM_NO_USER + 0.573 0.7392 0.1846 0.800 0.27 0.51 PLING_QUERY + 0.506 0.6463 0.1789 0.783 0.27 0.00 HTML_EVENT_UNSAFE + 0.015 0.0065 0.0358 0.153 0.27 -0.10 RCVD_IN_BSP_OTHER + 23.352 19.2045 33.0225 0.368 0.26 0.14 FORGED_RCVD_HELO + 1.625 2.0925 0.5349 0.796 0.26 0.02 UPPERCASE_25_50 + 0.005 0.0057 0.0038 0.600 0.25 -0.00 NO_RECEIVED + 1.331 1.6934 0.4878 0.776 0.25 0.00 URI_HEX + 3.535 4.4079 1.5012 0.746 0.25 0.00 BAYES_50 + 0.004 0.0000 0.0132 0.000 0.25 0.00 MIME_BOUND_DIGITS_7 + 1.279 1.6239 0.4747 0.774 0.25 0.00 MSGID_FROM_MTA_HEADER + 0.610 0.7659 0.2467 0.756 0.24 0.00 FROM_EXCESS_QP + 0.324 0.3991 0.1488 0.728 0.24 0.00 LOTS_OF_STUFF + 7.292 7.5013 6.8034 0.524 0.24 0.96 NO_REAL_NAME + 0.823 1.0050 0.3993 0.716 0.21 0.01 REMOVE_PAGE + 0.206 0.2440 0.1168 0.676 0.21 0.00 BANG_MORE + 5.334 2.5925 11.7252 0.181 0.21 -0.00 SPF_HELO_PASS + 0.143 0.1672 0.0866 0.659 0.20 0.04 HTML_FONT_FACE_CAPS + 0.204 0.0509 0.5613 0.083 0.20 -0.18 BAYES_40 + 1.937 2.2718 1.1565 0.663 0.19 0.07 MAILTO_TO_SPAM_ADDR + 0.396 0.4686 0.2260 0.675 0.18 0.05 WEIRD_PORT + 0.884 1.0503 0.4954 0.680 0.17 0.00 LOW_PRICE + 1.799 2.0278 1.2658 0.616 0.16 0.02 MIME_HEADER_CTYPE_ONLY + 2.413 2.6426 1.8779 0.585 0.16 0.00 HTML_BADTAG_00_10 + 0.430 0.4855 0.2995 0.619 0.15 0.06 MISSING_HEADERS + 0.635 0.7295 0.4163 0.637 0.14 0.00 HTML_IMAGE_RATIO_06 + 0.672 0.7602 0.4671 0.619 0.13 0.00 URI_DIGITS + 0.381 0.4136 0.3051 0.575 0.12 0.00 HTML_IMAGE_RATIO_08 + 0.073 0.0646 0.0923 0.412 0.12 0.00 BLANK_LINES_90_100 + 1.356 1.3767 1.3091 0.513 0.12 0.03 HTML_NONELEMENT_00_10 + 3.267 2.6241 4.7654 0.355 0.10 -0.00 SPF_PASS + 0.731 0.7780 0.6216 0.556 0.10 0.00 HTML_NONELEMENT_10_20 + 1.186 0.9679 1.6933 0.364 0.03 0.00 URI_REDIRECTOR + 0.460 0.3975 0.6046 0.397 0.00 0.00 TO_ADDRESS_EQ_REAL Rule file versions for which these results apply: -(SpamAssassin Version string: 3.000000-pre4-cvs) +(SpamAssassin Version string: 3.001000-pre4-cvs) --rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf --rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf --rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf --rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf --rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf --rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf --rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf --rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf --rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf --rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf --rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf --rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf --rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf --rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf --rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf --rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf --rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf --rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf --rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf --rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf --rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf --rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf --rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf --rw-r--r-- 1 stern stern 36166 Aug 5 10:43 50_scores.cf --rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf --rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf --rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf --rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf --rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf +-rw-r--r-- 1 jm other 5479 Jul 29 00:06 10_misc.cf +-rw-r--r-- 1 jm other 8141 May 12 22:52 20_advance_fee.cf +-rw-r--r-- 1 jm other 1602 May 12 22:52 20_anti_ratware.cf +-rw-r--r-- 1 jm other 6719 May 12 22:52 20_body_tests.cf +-rw-r--r-- 1 jm other 1563 May 12 22:52 20_compensate.cf +-rw-r--r-- 1 jm other 14309 Aug 6 22:41 20_dnsbl_tests.cf +-rw-r--r-- 1 jm other 15665 May 12 22:52 20_drugs.cf +-rw-r--r-- 1 jm other 11486 May 12 22:52 20_fake_helo_tests.cf +-rw-r--r-- 1 jm other 32870 May 26 04:39 20_head_tests.cf +-rw-r--r-- 1 jm other 17530 May 12 22:52 20_html_tests.cf +-rw-r--r-- 1 jm other 3334 May 12 22:52 20_meta_tests.cf +-rw-r--r-- 1 jm other 2164 May 12 22:52 20_net_tests.cf +-rw-r--r-- 1 jm other 15986 Aug 9 01:16 20_phrases.cf +-rw-r--r-- 1 jm other 4817 May 12 22:52 20_porn.cf +-rw-r--r-- 1 jm other 16793 May 12 22:52 20_ratware.cf +-rw-r--r-- 1 jm other 7852 Jul 29 00:06 20_uri_tests.cf +-rw-r--r-- 1 jm other 2334 May 12 22:52 23_bayes.cf +-rw-r--r-- 1 jm other 420 May 19 07:28 25_accessdb.cf +-rw-r--r-- 1 jm other 1342 May 12 22:52 25_antivirus.cf +-rw-r--r-- 1 jm other 9114 May 12 22:52 25_body_tests_es.cf +-rw-r--r-- 1 jm other 17673 May 12 22:52 25_body_tests_pl.cf +-rw-r--r-- 1 jm other 190 May 12 22:52 25_dcc.cf +-rw-r--r-- 1 jm other 1944 May 12 22:52 25_domainkeys.cf +-rw-r--r-- 1 jm other 2735 May 12 22:52 25_hashcash.cf +-rw-r--r-- 1 jm other 189 May 12 22:52 25_pyzor.cf +-rw-r--r-- 1 jm other 2201 May 19 07:28 25_razor2.cf +-rw-r--r-- 1 jm other 8342 May 19 07:28 25_replace.cf +-rw-r--r-- 1 jm other 2870 Jul 29 00:06 25_spf.cf +-rw-r--r-- 1 jm other 352 May 12 22:52 25_textcat.cf +-rw-r--r-- 1 jm other 6541 Jul 29 00:06 25_uribl.cf +-rw-r--r-- 1 jm other 47112 Jul 29 00:06 30_text_de.cf +-rw-r--r-- 1 jm other 34883 Jul 29 00:06 30_text_fr.cf +-rw-r--r-- 1 jm other 1667 May 12 22:52 30_text_it.cf +-rw-r--r-- 1 jm other 38211 Jul 29 00:06 30_text_nl.cf +-rw-r--r-- 1 jm other 30281 May 19 07:28 30_text_pl.cf +-rw-r--r-- 1 jm other 2883 May 12 22:52 30_text_pt_br.cf +-rw-r--r-- 1 jm other 35221 Aug 9 01:13 50_scores.cf +-rw-r--r-- 1 jm other 1113 May 12 22:52 60_awl.cf +-rw-r--r-- 1 jm other 4903 Jul 29 00:06 60_whitelist.cf +-rw-r--r-- 1 jm other 3480 Jul 29 00:06 60_whitelist_spf.cf +-rw-r--r-- 1 jm other 1723 Jul 29 00:06 60_whitelist_subject.cf +-rw-r--r-- 1 jm other 6201 May 12 22:52 70_broken_rules.cf +-rw-r--r-- 1 jm other 60 Jul 29 00:06 70_scraped.cf +-rw-r--r-- 1 jm other 1926 Aug 9 01:18 70_testing.cf +-rw-r--r-- 1 jm other 1208 Jul 29 00:06 local.cf +-rw-r--r-- 1 jm other 2679 May 12 22:52 regression_tests.cf Index: rules/25_replace.cf =================================================================== --- rules/25_replace.cf (revision 231359) +++ rules/25_replace.cf (working copy) @@ -200,9 +200,9 @@ describe FUZZY_TRAMADOL Attempt to obfuscate words in spam replace_rules FUZZY_TRAMADOL -body FUZZY_VALIUM /(?!valium)/i -describe FUZZY_VALIUM Attempt to obfuscate words in spam -replace_rules FUZZY_VALIUM +body FUZZY_VLIUM /(?!valium)/i +describe FUZZY_VLIUM Attempt to obfuscate words in spam +replace_rules FUZZY_VLIUM body FUZZY_VICODIN /(?!vicodin)/i describe FUZZY_VICODIN Attempt to obfuscate words in spam Index: rules/50_scores.cf =================================================================== --- rules/50_scores.cf (revision 231359) +++ rules/50_scores.cf (working copy) @@ -32,513 +32,642 @@ # Start of generated scores. -score ACT_NOW_CAPS 0.222 0.0001 0.426 0.093 -score ADDRESS_IN_SUBJECT 1.296 1.409 1.866 1.804 -score ADDR_FREE 0.194 0.078 1.038 1.832 -score ADDR_NUMS_AT_BIGSITE 1.389 0.258 1.901 1.617 -score ADVANCE_FEE_1 2.480 2.914 3.188 3.400 -score ADVANCE_FEE_2 2.400 0.489 2.186 0.599 -score ADVANCE_FEE_3 1.395 1.931 2.273 0.058 -score ADVANCE_FEE_4 1.819 1.379 1.517 2.663 -score ALL_NATURAL 2.640 1.828 2.246 1.061 -score ALL_TRUSTED -2.400 -2.820 -2.867 -3.300 -score AMATEUR_PORN 1.397 0.769 1.615 1.744 -score AMAZING_STUFF 0.949 1.269 0.069 0.102 -score AS_SEEN_ON 0.393 0.320 0.613 0.020 -score BAD_CREDIT 1.161 0.252 0.817 0.0001 -score BANG_EXERCISE 1.450 1.993 1.662 1.442 -score BANG_GUAR 0.297 0.0001 0.254 0.0001 -score BANG_MORE 0.287 0.0001 0.294 0.0001 -score BANG_OPRAH 0.666 0.212 1.717 1.975 -score BARGAIN_URL 1.503 1.520 1.686 1.833 -score BEST_PORN 0.566 0.263 0.044 0.0001 -score BE_BOSS 1.512 0.145 1.847 1.648 -score BILLION_DOLLARS 0.193 1.185 0.407 0.134 -score BILL_1618 0.994 1.692 1.798 1.895 -score BIZ_TLD 2.167 0.527 2.434 2.288 -score BLANK_LINES_70_80 1.668 1.127 0.745 1.515 -score BLANK_LINES_80_90 0.046 0.0001 0.216 0.0001 -score BLANK_LINES_90_100 1.490 1.750 1.877 1.996 -score BODY_ENHANCEMENT 0.151 0.481 0.070 0.0001 -score BODY_ENHANCEMENT2 0.814 0.845 0.109 0.0001 -score CHINA_HEADER 1.840 1.911 2.312 2.386 -score CLICK_BELOW_CAPS 0.135 0.0001 0.0001 0.112 -score CLICK_TO_REMOVE_1 0.050 0.0001 0.192 0.791 -score COMPETE 1.600 1.791 1.804 2.050 -score CONFIDENTIAL_ORDER 1.920 1.196 1.889 1.266 -score CONFIRMED_FORGED 1.822 2.350 1.984 2.251 -score CONSOLIDATE_DEBT 0.886 0.653 0.0001 0.245 -score CUM_SHOT 0.355 1.732 0.943 0.0001 -score DATE_IN_FUTURE_03_06 1.288 0.072 2.052 0.847 -score DATE_IN_FUTURE_06_12 1.040 1.202 1.153 1.300 -score DATE_IN_FUTURE_12_24 2.118 2.329 2.863 3.031 -score DATE_IN_FUTURE_24_48 2.023 2.046 2.301 2.314 -score DATE_IN_FUTURE_48_96 2.080 2.296 2.498 2.689 -score DATE_IN_FUTURE_96_XX 1.393 1.428 1.930 1.962 -score DATE_IN_PAST_03_06 0.025 0.0001 0.127 0.0001 -score DATE_IN_PAST_06_12 0.301 0.211 0.918 0.0001 -score DATE_IN_PAST_12_24 0.374 0.0001 0.571 0.703 -score DATE_IN_PAST_24_48 0.0001 0.302 0.133 0.089 -score DATE_IN_PAST_48_96 0.034 0.257 0.222 0.0001 -score DATE_IN_PAST_96_XX 0.505 1.082 0.979 1.360 -score DATE_SPAMWARE_Y2K 2.958 2.888 3.384 3.911 -score DEAR_FRIEND 0.542 0.766 1.288 0.070 -score DEAR_SOMETHING 1.059 0.803 1.577 1.578 -score DEEP_DISC_MEDS 2.480 1.211 2.573 2.626 -score DIET_1 0.671 0.365 0.274 0.0001 -score DIET_2 0.545 0.0001 1.034 0.316 -score DIET_3 1.794 1.061 1.835 2.073 -score DIGEST_MULTIPLE 0.0001 0.231 0.0001 0.098 -score DISGUISE_PORN 1.490 1.835 0.798 0.030 -score DNS_FROM_AHBL_RHSBL 0.0001 0.070 0.0001 0.295 -score DNS_FROM_RFC_ABUSE 0.0001 0.374 0.0001 0.0001 -score DNS_FROM_RFC_BOGUSMX 0.0001 1.463 0.0001 2.630 -score DNS_FROM_RFC_DSN 0.0001 -score DNS_FROM_RFC_POST 0.0001 1.376 0.0001 1.614 -score DNS_FROM_RFC_WHOIS 0.0001 0.492 0.0001 0.296 -score DOMAIN_4U2 1.508 1.783 1.935 1.588 -score DOMAIN_RATIO 2.552 1.360 2.534 3.176 -score DRUGS_ANXIETY 2.823 0.001 0.205 0.095 -score DRUGS_ANXIETY_EREC 0.001 0.001 0.024 0.038 -score DRUGS_ANXIETY_OBFU 3.440 3.964 3.885 3.490 -score DRUGS_DIET 0.771 0.415 0.059 0.001 -score DRUGS_DIET_OBFU 2.345 0.763 2.704 2.748 -score DRUGS_ERECTILE 1.250 0.026 0.804 0.216 -score DRUGS_ERECTILE_OBFU 2.090 0.832 2.390 0.877 -score DRUGS_MANYKINDS 0.031 2.734 0.0001 0.0001 -score DRUGS_MUSCLE 0.001 0.169 0.001 0.001 -score DRUGS_PAIN 2.871 0.041 1.358 0.126 -score DRUGS_PAIN_OBFU 3.155 2.431 3.449 3.176 -score DRUGS_SLEEP 0.320 0.107 0.053 0.001 -score DRUGS_SLEEP_EREC 3.360 2.719 2.959 3.340 -score DRUGS_SMEAR1 0.515 1.522 0.475 2.351 -score DRUG_DOSAGE 0.342 0.608 0.405 0.862 -score DRUG_ED_CAPS 0.122 1.535 0.0001 0.185 -score DRUG_ED_COMBO 1.000 0.183 1.415 1.636 -score DRUG_ED_GENERIC 1.933 1.181 0.0001 1.128 -score DRUG_ED_ONLINE 0.553 1.820 1.097 2.300 -score DRUG_ED_SILD 1.856 0.421 1.597 1.666 -score EARN_PER_WEEK 1.360 0.856 1.757 1.896 -score EMAIL_ROT13 2.720 1.474 2.934 3.105 -score ENGLISH_UCE_SUBJECT 2.080 0.336 2.127 0.110 -score ENTITY_DEC_ALPHANUM 0.012 0.0001 2.686 2.716 -score EXCUSE_10 0.071 0.380 0.039 0.024 -score EXCUSE_12 0.153 0.0001 0.354 0.197 -score EXCUSE_23 1.840 2.088 2.312 2.400 -score EXCUSE_24 1.440 1.272 1.874 2.080 -score EXCUSE_4 1.145 1.775 1.443 1.119 -score EXCUSE_6 1.444 0.734 1.782 1.696 -score EXCUSE_REMOVE 0.043 0.0001 0.513 0.310 -score EXTRA_CASH 0.117 0.987 0.629 0.447 -score EXTRA_MPART_TYPE 0.0001 0.222 0.0001 0.0001 -score FAKED_UNDISC_RECIPS 1.287 0.565 1.431 1.602 -score FAKE_HELO_EMAIL_COM 0.0001 0.0001 0.0001 1.537 -score FAKE_HELO_EUDORAMAIL 1.520 0.907 0.0001 0.0001 -score FAKE_HELO_EXCITE 1.840 2.127 2.127 2.074 -score FAKE_HELO_LYCOS 1.410 1.645 0.0001 0.988 -score FAKE_HELO_MAIL_COM 1.303 1.972 0.111 0.0001 -score FAKE_HELO_MAIL_COM_DOM 1.920 2.173 2.312 2.108 -score FAKE_HELO_MSN 1.773 1.456 2.069 2.645 -score FAKE_HELO_YAHOO_CA 1.166 0.0001 0.171 1.116 -score FAKE_OUTBLAZE_RCVD 2.400 2.726 2.867 3.100 -score FIN_FREE 1.365 0.015 1.865 0.788 -score FORGED_AOL_RCVD 0.001 0.001 1.451 0.001 -score FORGED_AOL_TAGS 0.020 0.794 1.198 1.698 -score FORGED_EUDORAMAIL_RCVD 1.657 0.653 1.130 0.290 -score FORGED_GW05_RCVD 0.001 0.001 1.495 1.697 -score FORGED_HOTMAIL_RCVD 2.614 2.132 2.150 2.536 -score FORGED_HOTMAIL_RCVD2 0.787 1.079 1.415 1.177 -score FORGED_IMS_HTML 0.024 1.659 0.549 2.034 -score FORGED_IMS_TAGS 1.986 1.851 2.167 2.432 -score FORGED_JUNO_RCVD 1.644 1.722 2.018 0.792 -score FORGED_MUA_AOL_FROM 1.076 1.278 0.863 1.516 -score FORGED_MUA_EUDORA 1.510 0.054 0.496 0.0001 -score FORGED_MUA_IMS 0.892 1.581 1.678 2.370 -score FORGED_MUA_MOZILLA 2.080 2.364 2.498 2.303 -score FORGED_MUA_OIMO 2.420 1.331 2.479 3.200 -score FORGED_MUA_OUTLOOK 3.200 3.037 3.800 3.920 -score FORGED_MUA_THEBAT_BOUN 2.480 1.394 2.453 2.724 -score FORGED_MUA_THEBAT_CS 1.345 0.413 1.213 1.877 -score FORGED_OUTLOOK_HTML 0.081 0.022 0.0001 0.629 -score FORGED_OUTLOOK_TAGS 0.0001 0.0001 0.036 0.074 -score FORGED_QUALCOMM_TAGS 0.0001 0.249 0.0001 0.489 -score FORGED_RCVD_HELO 0.0001 0.050 0.266 0.0001 -score FORGED_TELESP_RCVD 1.595 0.669 1.468 1.532 -score FORGED_THEBAT_HTML 2.400 1.065 2.426 2.528 -score FORGED_YAHOO_RCVD 1.668 2.174 2.095 2.700 -score FORWARD_LOOKING 1.840 2.162 2.120 2.200 -score FREE_ACCESS 0.0001 0.0001 0.253 0.0001 -score FREE_PORN 0.794 0.023 1.937 0.0001 -score FREE_PREVIEW 1.612 0.376 1.887 1.851 -score FREE_QUOTE_INSTANT 0.211 1.736 0.051 0.001 -score FREE_SAMPLE 0.089 0.168 0.223 0.941 -score FROM_ALL_NUMS 2.240 1.680 2.775 3.000 -score FROM_AND_TO_SAME 0.0001 0.198 0.0001 0.0001 -score FROM_ENDS_IN_NUMS 0.177 0.516 0.517 0.001 -score FROM_HAS_MIXED_NUMS 0.107 0.298 0.024 0.001 -score FROM_HAS_ULINE_NUMS 0.001 0.361 0.082 0.056 -score FROM_ILLEGAL_CHARS 0.861 0.046 0.0001 0.008 -score FROM_NONSENDING_DOMAIN 1.486 0.308 1.678 0.0001 -score FROM_NO_LOWER 1.010 1.307 1.650 0.377 -score FROM_NO_USER 1.358 0.344 1.460 0.983 -score FROM_OFFERS 1.822 0.861 2.243 1.491 -score FROM_STARTS_WITH_NUMS 1.218 1.492 1.441 0.300 -score FRONTPAGE 0.510 0.529 0.595 2.080 -score FULL_REFUND 0.853 1.114 0.079 1.272 -score GAPPY_SUBJECT 1.365 1.319 2.084 1.343 -score GET_PAID 1.390 1.764 1.466 0.862 -score GUARANTEED_100_PERCENT 0.615 0.435 0.669 0.0001 -score GUARANTEED_STUFF 0.100 0.238 0.403 0.0001 -score HAIR_LOSS 1.381 2.371 1.428 1.738 -score HARDCORE_PORN 1.520 0.665 1.850 0.684 -score HDR_ORDER_MTSRIX 0.417 0.391 0.192 1.057 -score HDR_ORDER_TRIMRS 2.320 2.674 2.220 2.199 -score HEADER_COUNT_CTYPE 1.198 1.676 1.482 1.771 -score HEAD_ILLEGAL_CHARS 0.539 2.018 0.961 2.125 -score HELO_DYNAMIC_ADELPHIA 2.320 1.829 2.389 2.199 -score HELO_DYNAMIC_ATTBI 3.200 3.662 2.760 3.147 -score HELO_DYNAMIC_CHELLO_NL 1.762 0.0001 0.542 0.244 -score HELO_DYNAMIC_CHELLO_NO 1.388 0.226 1.409 1.570 -score HELO_DYNAMIC_COMCAST 3.040 3.533 3.217 3.700 -score HELO_DYNAMIC_DHCP 2.791 0.087 0.958 1.248 -score HELO_DYNAMIC_DIALIN 2.320 0.443 2.429 1.755 -score HELO_DYNAMIC_HCC 3.360 1.540 2.451 3.741 -score HELO_DYNAMIC_HEXIP 1.826 1.320 1.453 1.522 -score HELO_DYNAMIC_HOME_NL 1.737 0.635 1.660 1.878 -score HELO_DYNAMIC_IPADDR 3.520 2.754 4.070 4.400 -score HELO_DYNAMIC_IPADDR2 3.271 0.805 2.554 3.496 -score HELO_DYNAMIC_NTL 1.340 0.187 1.445 1.732 -score HELO_DYNAMIC_OOL 3.120 2.508 3.065 3.182 -score HELO_DYNAMIC_ROGERS 1.677 0.793 1.888 2.094 -score HELO_DYNAMIC_RR2 2.080 1.015 1.678 2.200 -score HELO_DYNAMIC_SPLIT_IP 2.869 0.887 0.992 0.775 -score HELO_DYNAMIC_TELIA 0.0001 0.0001 1.216 1.515 -score HELO_DYNAMIC_VELOX 1.680 1.877 1.803 2.003 -score HELO_DYNAMIC_VTR 1.916 0.805 2.013 1.960 -score HELO_DYNAMIC_YAHOOBB 2.800 2.776 2.572 3.000 -score HG_HORMONE 2.674 1.252 1.154 0.505 -score HIDDEN_CHARGES 0.046 0.961 0.0001 0.0001 -score HIDE_WIN_STATUS 0.032 0.0001 0.0001 0.063 -score HOT_NASTY 0.765 0.586 0.967 0.088 -score HTML_00_10 0.985 0.138 1.070 1.068 -score HTML_10_20 1.050 0.295 1.350 0.246 -score HTML_20_30 1.241 0.504 0.567 0.226 -score HTML_30_40 0.879 0.056 0.437 0.021 -score HTML_40_50 0.527 0.086 0.052 0.035 -score HTML_50_60 1.053 0.095 0.539 0.087 -score HTML_60_70 0.516 0.027 0.0001 0.0001 -score HTML_70_80 0.151 0.0001 0.039 0.0001 -score HTML_80_90 0.027 0.0001 0.036 0.146 -score HTML_90_100 0.346 0.189 0.043 0.022 -score HTML_ATTR_BAD 0.0001 0.101 0.609 2.354 -score HTML_ATTR_UNIQUE 0.441 1.165 1.097 0.0001 -score HTML_BACKHAIR_2 0.144 0.0001 0.032 0.0001 -score HTML_BACKHAIR_4 0.0001 0.0001 0.138 0.058 -score HTML_BACKHAIR_8 1.075 0.569 1.137 0.727 -score HTML_BADTAG_00_10 0.0001 0.0001 0.001 0.0001 -score HTML_BADTAG_10_20 0.236 0.0001 0.0001 0.0001 -score HTML_BADTAG_20_30 0.0001 0.169 0.035 0.0001 -score HTML_BADTAG_30_40 0.0001 0.103 0.017 0.0001 -score HTML_BADTAG_40_50 0.002 0.0001 0.0001 0.010 -score HTML_BADTAG_50_60 0.864 0.430 1.035 0.153 -score HTML_BADTAG_60_70 1.726 1.127 2.314 1.356 -score HTML_BADTAG_70_80 1.657 0.075 2.087 2.280 -score HTML_BADTAG_80_90 1.861 1.309 1.831 1.911 -score HTML_BADTAG_90_100 0.746 1.192 2.688 2.804 -score HTML_COMMENT_SAVED_URL 0.528 0.130 0.470 0.146 -score HTML_COMMENT_SHORT 0.014 0.625 0.0001 0.0001 -score HTML_EMBEDS 0.0001 0.084 0.108 0.207 -score HTML_EVENT_UNSAFE 0.0001 0.0001 0.022 0.515 -score HTML_FONT_BIG 0.0001 0.232 0.0001 0.142 -score HTML_FONT_FACE_BAD 0.0001 0.0001 0.044 0.037 -score HTML_FONT_FACE_CAPS 0.0001 0.804 0.281 0.247 -score HTML_FONT_INVISIBLE 0.0001 0.065 0.0001 0.036 -score HTML_FONT_LOW_CONTRAST 1.011 0.955 1.017 0.788 -score HTML_FONT_SIZE_HUGE 1.796 1.278 2.265 2.594 -score HTML_FONT_SIZE_LARGE 1.387 0.712 0.496 0.153 -score HTML_FONT_SIZE_NONE 0.0001 0.455 1.119 0.033 -score HTML_FONT_SIZE_TINY 0.0001 0.419 0.0001 0.533 -score HTML_FONT_TINY 2.141 0.471 0.521 0.964 -score HTML_FORMACTION_MAILTO 1.840 2.162 1.907 2.353 -score HTML_IMAGE_ONLY_04 3.120 3.094 3.482 3.304 -score HTML_IMAGE_ONLY_08 2.881 1.970 2.730 3.036 -score HTML_IMAGE_ONLY_12 2.360 1.473 2.741 2.942 -score HTML_IMAGE_ONLY_16 1.352 1.279 1.990 1.047 -score HTML_IMAGE_ONLY_20 1.567 0.843 1.023 0.446 -score HTML_IMAGE_ONLY_24 1.088 1.003 0.787 0.502 -score HTML_IMAGE_RATIO_02 1.729 0.0001 1.125 0.018 -score HTML_IMAGE_RATIO_04 1.038 0.184 0.515 0.105 -score HTML_IMAGE_RATIO_06 0.072 0.0001 0.342 0.131 -score HTML_IMAGE_RATIO_08 0.0001 0.0001 0.0001 0.032 -score HTML_LINK_PUSH_HERE 1.627 0.409 1.843 0.873 -score HTML_MIME_NO_HTML_TAG 0.0001 0.098 0.080 0.137 -score HTML_MISSING_CTYPE 1.907 0.375 1.136 0.559 -score HTML_NONELEMENT_00_10 0.0001 0.0001 0.001 0.001 -score HTML_NONELEMENT_10_20 0.045 0.0001 0.0001 0.0001 -score HTML_NONELEMENT_20_30 0.346 0.070 0.0001 0.0001 -score HTML_NONELEMENT_30_40 0.0001 0.012 0.010 0.0001 -score HTML_NONELEMENT_40_50 0.0001 -score HTML_NONELEMENT_50_60 0.0001 -score HTML_NONELEMENT_60_70 0.237 1.138 0.083 0.001 -score HTML_NONELEMENT_70_80 0.488 0.803 1.169 0.0001 -score HTML_NONELEMENT_80_90 0.016 0.492 0.023 0.0001 -score HTML_NONELEMENT_90_100 0.011 1.582 0.0001 2.963 -score HTML_OBFUSCATE_05_10 0.428 0.483 0.563 0.257 -score HTML_OBFUSCATE_10_20 0.931 0.732 0.796 0.865 -score HTML_OBFUSCATE_20_30 0.997 0.597 0.014 0.0001 -score HTML_OBFUSCATE_30_40 2.517 1.933 3.005 3.445 -score HTML_OBFUSCATE_40_50 2.641 1.746 2.739 3.089 -score HTML_OBFUSCATE_50_60 2.635 1.339 2.882 3.325 -score HTML_OBFUSCATE_60_70 2.257 0.971 2.432 2.805 -score HTML_OBFUSCATE_70_80 2.308 1.334 2.256 2.689 -score HTML_OBFUSCATE_80_90 1.600 0.489 1.656 1.939 -score HTML_OBFUSCATE_90_100 1.405 0.203 1.657 1.775 -score HTML_SHORT_CENTER 2.491 0.422 0.016 0.001 -score HTML_SHORT_COMMENT 0.0001 1.823 0.096 0.122 -score HTML_SHORT_LENGTH 0.601 0.713 0.068 0.389 -score HTML_SHOUTING3 0.266 0.0001 0.012 0.019 -score HTML_SHOUTING4 0.076 0.0001 0.052 0.0001 -score HTML_SHOUTING5 0.026 0.0001 0.030 0.019 -score HTML_SHOUTING6 0.0001 0.004 0.0001 0.0001 -score HTML_SHOUTING7 0.450 0.472 0.0001 0.646 -score HTML_TAG_BALANCE_BODY 0.043 0.389 0.096 0.0001 -score HTML_TAG_BALANCE_HEAD 0.061 0.860 0.033 0.0001 -score HTML_TAG_EXIST_MARQUEE 2.160 1.758 1.840 2.034 -score HTML_TAG_EXIST_TBODY 1.014 0.233 0.079 0.114 -score HTML_TEXT_AFTER_BODY 0.263 0.151 0.752 0.061 -score HTML_TEXT_AFTER_HTML 0.312 0.205 0.032 0.031 -score HTML_TITLE_EMPTY 0.022 0.045 0.036 0.004 -score HTML_TITLE_UNTITLED 0.222 0.259 0.792 0.0001 -score HTML_WEB_BUGS 0.166 0.013 0.311 0.035 -score HTTP_77 1.514 0.605 1.812 1.981 -score HTTP_CTRL_CHARS_HOST 1.440 1.670 1.757 1.900 -score HTTP_ESCAPED_HOST 0.034 0.094 0.0001 0.477 -score HTTP_EXCESSIVE_ESCAPES 0.0001 0.645 0.0001 0.151 -score IMPOTENCE 0.095 0.751 0.0001 0.094 -score INFO_TLD 1.717 0.481 1.686 0.0001 -score INVALID_DATE 0.011 0.235 0.0001 0.236 -score INVALID_DATE_TZ_ABSURD 0.0001 0.0001 0.664 0.960 -score INVALID_MSGID 0.958 1.389 0.528 1.128 -score INVALID_TZ_CST 2.044 0.066 0.598 2.873 -score INVALID_TZ_EST 1.492 2.326 1.672 3.582 -score INVALID_TZ_GMT 1.708 0.636 1.549 0.198 -score IP_LINK_PLUS 0.211 0.024 0.192 0.232 -score JAPANESE_UCE_SUBJECT 0.0001 0.0001 1.665 1.800 -score JOIN_MILLIONS 0.036 0.640 0.999 0.448 -score JS_FROMCHARCODE 1.508 1.078 1.698 2.020 -score KOREAN_UCE_SUBJECT 2.400 2.703 2.469 3.081 -score LIVE_PORN 0.040 0.360 0.019 0.0001 -score LONGWORDS 2.786 2.259 1.912 2.260 -score LOTS_OF_STUFF 0.839 0.029 0.0001 0.0001 -score LOW_PRICE 0.885 0.0001 0.206 0.0001 -score MAILTO_SUBJ_REMOVE 1.023 0.0001 2.064 0.542 -score MAILTO_TO_REMOVE 0.886 0.0001 0.065 0.116 -score MAILTO_TO_SPAM_ADDR 0.0001 0.0001 0.106 0.0001 -score MANY_EXCLAMATIONS 0.067 0.0001 0.596 0.0001 -score MARKETING_PARTNERS 2.025 0.718 2.405 1.401 -score MEET_SINGLES 1.600 0.0001 1.076 1.172 -score MICRO_CAP_WARNING 1.440 0.760 1.803 1.828 -score MILLION_USD 1.594 1.290 1.535 2.796 -score MIME_BASE64_BLANKS 0.693 0.819 1.391 1.469 -score MIME_BASE64_NO_NAME 0.022 0.0001 0.017 0.0001 -score MIME_BASE64_TEXT 1.780 0.110 1.403 0.298 -score MIME_BOUND_DD_DIGITS 3.600 4.230 4.162 4.139 -score MIME_BOUND_DIGITS_15 2.674 3.286 3.120 3.400 -score MIME_BOUND_DIGITS_7 0.0001 0.0001 1.460 0.893 -score MIME_BOUND_MANY_HEX 1.920 2.255 2.590 2.700 -score MIME_BOUND_NEXTPART 0.194 0.106 0.467 0.0001 -score MIME_BOUND_RKFINDY 2.080 2.347 2.590 2.671 -score MIME_HEADER_CTYPE_ONLY 0.179 0.483 0.0001 0.110 -score MIME_HTML_MOSTLY 1.540 0.285 0.713 1.023 -score MIME_HTML_ONLY 1.204 1.158 1.156 0.177 -score MIME_HTML_ONLY_MULTI 0.0001 0.0001 0.0001 2.443 -score MIME_MISSING_BOUNDARY 0.0001 0.247 0.224 0.0001 -score MIME_QP_LONG_LINE 0.0001 0.0001 0.105 0.039 -score MISSING_DATE 0.0001 0.019 0.647 0.0001 -score MISSING_HEADERS 0.0001 0.0001 0.087 0.119 -score MISSING_MIMEOLE 0.068 0.0001 0.0001 0.012 -score MISSING_SUBJECT 1.109 1.570 1.282 1.226 -score ML_MARKETING 0.049 0.0001 0.103 0.0001 -score MONEY_BACK 2.051 0.037 0.217 0.095 -score MORE_SEX 2.240 1.762 2.287 2.422 -score MORTGAGE_BEST 0.948 0.923 0.0001 0.144 -score MORTGAGE_PITCH 0.297 0.0001 0.065 0.0001 -score MORTGAGE_RATES 0.0001 0.689 0.174 0.202 -score MPART_ALT_DIFF 1.837 1.505 1.823 0.066 -score MSGID_DOLLARS 3.040 3.076 3.608 2.661 -score MSGID_FROM_MTA_HEADER 0.036 0.0001 0.075 0.054 -score MSGID_FROM_MTA_HOTMAIL 1.600 1.858 1.987 2.144 -score MSGID_FROM_MTA_ID 1.440 1.704 1.756 1.723 -score MSGID_NO_HOST 0.087 0.0001 0.816 0.140 -score MSGID_OUTLOOK_INVALID 2.000 2.290 2.498 2.700 -score MSGID_RANDY 2.626 1.737 2.550 1.940 -score MSGID_SPAM_99X9XX99 0.500 0.864 1.576 1.442 -score MSGID_SPAM_ALPHA_NUM 2.640 3.004 3.330 3.228 -score MSGID_SPAM_CAPS 3.500 3.221 3.545 3.791 -score MSGID_SPAM_LETTERS 2.960 3.151 3.052 2.709 -score MSGID_SPAM_ZEROES 1.584 1.763 1.783 1.859 -score MSGID_YAHOO_CAPS 2.425 0.702 2.442 3.800 -score MULTI_FORGED 1.053 0.134 1.843 2.112 -score NASTY_GIRLS 0.350 0.439 0.022 2.196 -score NA_DOLLARS 2.078 2.193 2.485 2.611 -score NONEXISTENT_CHARSET 0.0001 0.0001 1.411 1.418 -score NORMAL_HTTP_TO_IP 0.104 0.080 0.830 0.028 -score NOT_ADVISOR 2.160 2.444 2.590 2.700 -score NO_COST 0.078 0.0001 0.335 0.0001 -score NO_DNS_FOR_FROM 0.0001 1.1 0.0001 1.6 -score NO_FORMS 1.622 0.973 0.912 0.011 -score NO_MEDICAL 1.440 1.656 1.665 0.0001 -score NO_OBLIGATION 0.905 0.565 1.157 0.830 -score NO_RDNS_DOTCOM_HELO 0.025 0.024 0.601 0.016 -score NO_REAL_NAME 0.124 0.178 0.336 0.007 -score NUMERIC_HTTP_ADDR 1.565 1.572 1.872 2.135 -score OBFUSCATING_COMMENT 1.593 1.196 1.874 1.688 -score OBSCURED_EMAIL 2.720 3.194 3.186 3.132 -score OFFSHORE_SCAM 0.0001 0.337 0.127 0.144 -score ONE_TIME 0.044 0.0001 0.036 0.619 -score ONLINE_PHARMACY 2.730 0.0001 2.895 0.0001 -score OPTING_OUT_CAPS 0.067 0.026 0.483 0.0001 -score PERCENT_RANDOM 2.285 3.098 2.050 3.124 -score PLING_PLING 0.046 0.432 0.213 0.028 -score PLING_QUERY 0.201 0.857 0.906 0.368 -score PORN_15 1.680 1.974 2.035 2.168 -score PORN_16 0.907 0.462 1.305 0.017 -score PORN_URL_MISC 1.728 0.573 1.767 1.620 -score PORN_URL_SEX 1.865 1.427 1.817 0.011 -score PORN_URL_SLUT 0.941 1.022 0.194 0.094 -score PREST_NON_ACCREDITED 1.520 1.394 1.607 1.901 -score PRIORITY_NO_NAME 1.455 1.185 1.836 1.097 -score RATWARE_EGROUPS 2.180 2.701 2.552 2.805 -score RATWARE_GECKO_BUILD 0.0001 0.826 0.784 1.385 -score RATWARE_HASH_2 0.039 0.0001 0.085 0.037 -score RATWARE_HASH_2_V2 1.798 1.319 1.767 0.980 -score RATWARE_HASH_DASH 1.133 0.947 1.500 1.646 -score RATWARE_JPFREE 0.0001 0.0001 1.942 2.100 -score RATWARE_MOZ_MALFORMED 1.594 0.990 1.752 0.558 -score RATWARE_NETIP 0.439 1.033 2.312 2.286 -score RATWARE_OE_MALFORMED 2.160 2.407 2.522 2.588 -score RATWARE_RCVD_AT 2.550 1.011 2.691 3.415 -score RATWARE_RCVD_LC_ESMTP 1.745 1.474 2.122 2.083 -score RATWARE_RCVD_PF 2.880 3.384 3.608 3.867 -score RATWARE_STORM_URI 1.920 1.518 2.405 2.295 -score RATWARE_ZERO_TZ 3.200 2.372 3.875 4.100 -score RCVD_AM_PM 1.558 0.091 1.802 1.927 -score RCVD_BONUS_SPC_DATE 1.371 0.904 1.575 1.872 -score RCVD_BY_IP 0.0001 0.024 0.051 0.067 -score RCVD_DOUBLE_IP_LOOSE 0.086 0.0001 0.043 0.0001 -score RCVD_DOUBLE_IP_SPAM 3.520 4.106 4.162 4.101 -score RCVD_FAKE_HELO_DOTCOM 0.899 0.034 0.969 0.424 -score RCVD_HELO_IP_MISMATCH 2.799 0.618 1.647 2.178 -score RCVD_ILLEGAL_IP 1.335 1.370 1.588 0.944 -score RCVD_IN_BL_SPAMCOP_NET 0.0001 1.832 0.0001 1.216 -score RCVD_IN_DSBL 0.0001 2.765 0.0001 3.805 -score RCVD_IN_NJABL_CGI 0.0001 -score RCVD_IN_NJABL_DUL 0.0001 1.655 0.0001 0.088 -score RCVD_IN_NJABL_MULTI 0.0001 -score RCVD_IN_NJABL_PROXY 0.0001 1.026 0.0001 0.438 -score RCVD_IN_NJABL_RELAY 0.0001 0.934 0.0001 1.397 -score RCVD_IN_NJABL_SPAM 0.0001 1.051 0.0001 1.841 -score RCVD_IN_SBL 0.0001 1.050 0.0001 0.107 -score RCVD_IN_SORBS_BLOCK 0.0001 -score RCVD_IN_SORBS_DUL 0.0001 0.137 0.0001 1.987 -score RCVD_IN_SORBS_HTTP 0.0001 0.0001 0.0001 0.043 -score RCVD_IN_SORBS_SOCKS 0.0001 0.0001 0.0001 0.338 -score RCVD_IN_SORBS_MISC 0.0001 1.597 0.0001 2.493 -score RCVD_IN_SORBS_SMTP 0.0001 1.847 0.0001 2.054 -score RCVD_IN_SORBS_WEB 0.0001 0.0001 0.0001 0.007 -score RCVD_IN_SORBS_ZOMBIE 0.0001 0.819 0.0001 0.0001 -score RCVD_IN_WHOIS_BOGONS 0.0001 1.5 0.0001 2.0 -score RCVD_IN_WHOIS_INVALID 0.0001 1.0 0.0001 1.5 -score RCVD_IN_XBL 0.0001 2.511 0.0001 3.076 -score RCVD_NUMERIC_HELO 0.636 1.531 1.348 1.248 -score RECEIVE_OFFER 1.125 0.955 1.446 0.793 -score REFINANCE_NOW 1.611 0.0001 1.191 0.029 -score REFINANCE_YOUR_HOME 1.321 0.394 0.917 0.340 -score REMOVE_PAGE 0.081 0.604 0.0001 0.191 -score REMOVE_POSTAL 1.520 1.362 1.757 1.900 -score REPLY_TO_EMPTY 1.274 1.410 1.568 1.643 -score RESISTANCE_IS_FUTILE 1.520 1.786 1.850 0.0001 -score REVERSE_AGING 1.919 1.403 2.057 2.150 -score RISK_FREE 0.036 0.247 0.135 0.230 -score ROUND_THE_WORLD 0.0001 1.741 0.0001 1.958 -score ROUND_THE_WORLD_LOCAL 1.347 0.464 2.351 0.213 -score SATIS_GUAR 0.884 0.0001 0.825 0.081 -score SAVE_THOUSANDS 0.929 1.889 0.717 0.031 -score SEE_FOR_YOURSELF 0.544 0.381 0.591 0.044 -score SENT_IN_COMPLIANCE 1.520 1.786 1.850 2.000 -score SOMETHING_FOR_ADULTS 1.433 1.513 1.614 0.006 -score SOME_BREAKTHROUGH 0.232 1.921 0.907 1.610 -score SORTED_RECIPS 0.879 1.155 1.759 0.887 -score STOCK_ALERT 2.362 1.782 2.378 2.385 -score STRONG_BUY 2.880 3.384 3.018 3.117 -score SUBJECT_DIET 1.355 0.723 0.059 0.266 -score SUBJECT_DRUG_GAP_C 1.993 1.917 2.501 1.325 -score SUBJECT_DRUG_GAP_L 2.117 2.726 2.181 2.456 -score SUBJECT_DRUG_GAP_P 0.621 0.765 0.698 1.425 -score SUBJECT_DRUG_GAP_S 2.005 0.277 2.920 2.041 -score SUBJECT_DRUG_GAP_VA 2.005 1.922 2.934 3.680 -score SUBJECT_DRUG_GAP_VIC 2.560 2.961 2.691 2.868 -score SUBJECT_DRUG_GAP_X 2.538 2.282 2.945 2.512 -score SUBJECT_SEXUAL 2.160 2.538 2.775 2.900 -score SUBJ_2_NUM_PARENS 1.472 0.276 1.672 2.102 -score SUBJ_ALL_CAPS 0.763 0.365 0.257 0.665 -score SUBJ_AS_SEEN 0.995 1.691 1.214 0.0001 -score SUBJ_BUY 0.565 0.490 0.414 0.0001 -score SUBJ_DOLLARS 2.449 0.973 1.935 0.054 -score SUBJ_FOR_ONLY 0.646 1.100 1.726 0.044 -score SUBJ_FREE_CAP 0.011 0.0001 0.146 0.0001 -score SUBJ_GUARANTEED 1.749 1.302 0.081 0.452 -score SUBJ_HAS_SPACES 2.240 0.637 1.899 1.175 -score SUBJ_HAS_UNIQ_ID 0.899 1.122 0.809 1.339 -score SUBJ_ILLEGAL_CHARS 2.880 2.854 3.459 2.854 -score SUBJ_LIFE_INSURANCE 1.840 2.068 2.184 2.020 -score SUBJ_YOUR_DEBT 1.760 2.068 2.035 1.261 -score SUBJ_YOUR_FAMILY 1.647 0.0001 2.033 0.011 -score SUBJ_YOUR_OWN 0.872 1.294 1.371 0.0001 -score SUB_FREE_OFFER 0.055 0.034 0.103 0.0001 -score SUB_HELLO 1.405 1.358 0.954 0.007 -score SUSPICIOUS_RECIPS 1.473 1.459 0.820 1.915 -score TERRA_ES 1.367 0.816 1.746 2.612 -score TO_ADDRESS_EQ_REAL 0.0001 0.470 0.131 0.026 -score TO_EMPTY 0.0001 0.0001 0.164 0.097 -score TO_MALFORMED 0.895 2.253 0.455 2.187 -score TO_NO_USER 0.332 0.116 1.615 0.128 -score TO_RECIP_MARKER 0.0001 0.0001 1.370 1.539 -score TO_TXT 0.0001 0.0001 1.362 1.580 -score TRACKER_ID 1.825 1.064 1.818 0.555 -score UNCLAIMED_MONEY 1.263 1.703 1.945 1.584 -score UNDISC_RECIPS 0.966 1.391 1.295 1.302 -score UNIQUE_WORDS 3.109 2.549 1.639 2.273 -score UNRESOLVED_TEMPLATE 1.324 0.618 1.369 2.866 -score UPPERCASE_25_50 0.028 0.207 0.039 0.026 -score UPPERCASE_50_75 0.350 0.928 0.017 0.0001 -score UPPERCASE_75_100 0.0001 0.539 0.029 0.0001 -score URG_BIZ 0.288 0.030 1.064 1.808 -score URI_4YOU 1.027 1.812 0.898 1.966 -score URI_AFFILIATE 2.243 0.0001 1.808 2.052 -score URI_IS_POUND 0.0001 0.333 0.0001 0.0001 -score URI_OFFERS 1.328 0.252 1.460 0.770 -score URI_REDIRECTOR 0.0001 0.0001 0.031 0.011 -score USERPASS 0.429 0.561 1.319 0.268 -score US_DOLLARS_3 0.331 0.411 0.010 0.354 -score VIA_GAP_GRA 2.800 3.171 2.886 3.005 -score WEIRD_PORT 0.0001 0.507 0.228 0.109 -score WEIRD_QUOTING 1.353 1.966 1.774 2.000 -score WE_HONOR_ALL 2.063 2.365 1.789 2.029 -score WHILE_YOU_SLEEP 0.858 0.605 1.786 0.0001 -score WHY_PAY_MORE 1.249 0.0001 1.713 1.978 -score WHY_WAIT 2.240 2.060 0.796 0.764 -score WITH_LC_SMTP 1.600 0.235 1.862 2.200 -score WRINKLES 1.730 2.097 1.917 2.091 -score X_AUTH_WARN_FAKED 2.094 2.599 1.654 3.105 -score X_LIBRARY 2.105 1.369 1.863 2.755 -score X_MESSAGE_INFO 3.600 4.187 4.162 4.244 -score X_MSMAIL_PRIORITY_HIGH 0.0001 0.267 0.021 0.0001 -score X_ORIG_IP_NOT_IPV4 0.0001 1.006 0.081 2.582 -score X_PRIORITY_HIGH 0.125 0.093 0.077 0.0001 -score YAHOO_DRS_REDIR 1.911 0.911 1.956 0.984 -score YAHOO_RD_REDIR 1.237 1.083 1.366 1.642 -score YOU_CAN_SEARCH 1.370 0.444 1.246 1.630 +score ACT_NOW_CAPS 0.120 0 0 0 +score ADDRESS_IN_SUBJECT 1.053 0 0.919 0.533 +score ADDR_FREE 0.469 0 1.118 0.205 +score ADDR_NUMS_AT_BIGSITE 1.383 1.007 1.757 1.414 +score ADVANCE_FEE_1 0 0 0.114 0 +score ADVANCE_FEE_2 1.607 0.647 1.189 1.392 +score ADVANCE_FEE_3 2.872 1.760 3.330 3.336 +score ADVANCE_FEE_4 3.024 3.040 3.515 3.727 +score ALL_NATURAL 1.310 0.618 0.357 0 +score ALL_TRUSTED -1.360 -1.440 -1.665 -1.800 +score AMATEUR_PORN 1.499 1.473 1.757 1.511 +score AMAZING_STUFF 0.733 0 1.237 0 +score AS_SEEN_ON 0 +score BAD_CREDIT 1.501 0.129 1.539 0 +score BAD_ENC_HEADER 2.480 2.255 2.960 3.100 +score BANG_EXERCISE 0.731 0.537 0.650 1.133 +score BANG_GUAR 0 0.139 0.504 0 +score BANG_MORE 0 0 0.106 0 +score BANG_OPRAH 1.233 0.366 1.386 0 +score BARGAIN_URL 1.360 0 1.559 0.463 +score BEST_PORN 0 +score BE_BOSS 1.268 1.271 1.480 1.539 +score BILLION_DOLLARS 0 +score BILL_1618 1.440 1.405 1.665 1.800 +score BIZ_TLD 1.719 1.169 2.035 2.013 +score BLANK_LINES_70_80 1.499 1.236 1.757 1.805 +score BLANK_LINES_80_90 0.272 0.107 0.810 0 +score BLANK_LINES_90_100 0 # n=3 +score BODY_ENHANCEMENT 1.090 0 1.163 0 +score BODY_ENHANCEMENT2 1.821 0.618 2.045 0.736 +score CHINA_HEADER 1.440 1.440 1.665 1.800 +score CLICK_BELOW_CAPS 0 +score CLICK_TO_REMOVE_1 0 +score COMPETE 1.330 1.392 1.646 1.467 +score CONFIDENTIAL_ORDER 0 # n=0 n=1 n=2 n=3 +score CONFIRMED_FORGED 0.690 0 1.059 0 +score CONSOLIDATE_DEBT 0 0.119 0 0.194 +score CUM_SHOT 2.320 2.095 2.683 2.708 +score DATE_IN_FUTURE_03_06 2.061 2.007 2.275 1.961 +score DATE_IN_FUTURE_06_12 1.680 1.498 1.883 1.668 +score DATE_IN_FUTURE_12_24 2.320 2.316 2.775 2.767 +score DATE_IN_FUTURE_24_48 2.080 2.080 2.498 2.688 +score DATE_IN_FUTURE_48_96 1.680 1.680 1.942 2.100 +score DATE_IN_FUTURE_96_XX 1.920 1.888 2.276 2.403 +score DATE_IN_PAST_03_06 0.736 0 1.122 0.478 +score DATE_IN_PAST_06_12 0.846 0.746 0.926 0.827 +score DATE_IN_PAST_12_24 0.960 0.881 1.036 1.247 +score DATE_IN_PAST_24_48 0.801 0.805 0.976 0.880 +score DATE_IN_PAST_48_96 0.383 0.501 0.400 0.379 +score DATE_IN_PAST_96_XX 1.752 1.572 2.101 2.020 +score DATE_SPAMWARE_Y2K 1.859 1.822 1.944 0.745 +score DAV_NON_HOTMAIL 2.421 1.028 2.868 1.790 +score DEAR_FRIEND 0.811 0.858 0.976 1.632 +score DEAR_SOMETHING 1.605 1.612 1.901 2.100 +score DEEP_DISC_MEDS 1.440 1.132 1.665 1.177 +score DIET_1 0.633 0 0.485 0 +score DIET_2 0 +score DIET_3 0 +score DIGEST_MULTIPLE 0 0.233 0 0.765 +score DISGUISE_PORN 0.724 0.110 0.721 0.247 +score DISGUISE_PORN_MUNDANE 1.840 1.798 2.127 2.300 +score DNS_FROM_AHBL_RHSBL 0 0.306 0 0.231 +score DNS_FROM_RFC_ABUSE 0 0.479 0 0.200 +score DNS_FROM_RFC_BOGUSMX 0 2.034 0 1.945 +score DNS_FROM_RFC_DSN 0 2.872 0 2.597 +score DNS_FROM_RFC_POST 0 1.440 0 1.708 +score DNS_FROM_RFC_WHOIS 0 0.879 0 1.447 +score DNS_FROM_SECURITYSAGE 0 2.001 0 1.513 +score DOMAIN_4U2 2.160 1.429 2.362 1.994 +score DOMAIN_RATIO 0 0 0.184 0 +score DRUGS_ANXIETY 1.841 0.001 2.422 0.404 +score DRUGS_ANXIETY_EREC 0.657 0.104 1.067 0.234 +score DRUGS_ANXIETY_OBFU 0.128 0 0.101 1.691 +score DRUGS_DIET 1.544 0.991 1.661 0.629 +score DRUGS_DIET_OBFU 2.109 2.354 2.354 2.294 +score DRUGS_ERECTILE 2.160 0.100 2.372 0.493 +score DRUGS_ERECTILE_OBFU 1.833 2.046 1.816 2.408 +score DRUGS_MANYKINDS 0 +score DRUGS_MUSCLE 0.537 0.001 0.371 0.001 +score DRUGS_PAIN 0.282 0.001 0.796 0.001 +score DRUGS_PAIN_OBFU 2.960 2.960 3.423 3.700 +score DRUGS_SLEEP 0.308 0.001 0.132 0.001 +score DRUGS_SLEEP_EREC 2.438 2.657 2.712 2.737 +score DRUGS_SMEAR1 1.310 1.372 1.576 1.337 +score DRUG_DOSAGE 2.337 1.592 2.745 2.242 +score DRUG_ED_CAPS 0.547 0.352 1.011 0.501 +score DRUG_ED_COMBO 1.280 1.280 1.353 1.375 +score DRUG_ED_GENERIC 2.140 1.814 2.461 1.807 +score DRUG_ED_ONLINE 2.160 2.160 2.498 2.700 +score DRUG_ED_SILD 1.440 0 1.594 0 +score EARN_PER_WEEK 1.055 1.189 1.327 1.404 +score EMAIL_ROT13 1.600 1.680 1.850 2.000 +score EMPTY_MESSAGE 1.426 1.496 1.734 2.308 +score EM_ROLEX 2.160 1.271 2.590 1.570 +score ENGLISH_UCE_SUBJECT 1.415 0.250 1.850 0.740 +score ENTITY_DEC_ALPHANUM 1.749 0 1.882 0.142 +score EXCUSE_10 0.682 0 0.341 0 +score EXCUSE_12 1.173 1.131 1.387 1.447 +score EXCUSE_23 1.280 1.360 1.573 1.459 +score EXCUSE_24 1.440 1.520 1.757 1.900 +score EXCUSE_4 0 0.985 0 0.697 +score EXCUSE_6 1.680 1.746 1.930 2.187 +score EXCUSE_REMOVE 1.345 0 1.573 0.110 +score EXTRA_CASH 0 0 0.275 0.172 +score EXTRA_MPART_TYPE 0.847 0.815 0.733 1.091 +score FAKED_UNDISC_RECIPS 0 # n=0 n=1 n=2 n=3 +score FAKE_HELO_EMAIL_COM 1.440 1.440 1.665 1.335 +score FAKE_HELO_EUDORAMAIL 1.360 1.440 1.665 1.705 +score FAKE_HELO_EXCITE 0 +score FAKE_HELO_LYCOS 0 +score FAKE_HELO_MAIL_COM 1.920 1.920 2.220 2.369 +score FAKE_HELO_MAIL_COM_DOM 2.160 2.160 2.498 2.700 +score FAKE_HELO_MSN 2.080 2.060 2.358 2.509 +score FAKE_HELO_YAHOO_CA 1.186 1.353 1.466 1.599 +score FAKE_OUTBLAZE_RCVD 2.480 2.480 2.867 3.100 +score FIN_FREE 1.019 0.611 1.313 0.469 +score FORGED_AOL_RCVD 0.001 # n=0 n=1 n=2 n=3 +score FORGED_AOL_TAGS 1.696 0.281 1.844 1.582 +score FORGED_EUDORAMAIL_RCVD 1.130 0.528 1.454 0.217 +score FORGED_GW05_RCVD 0.001 # n=0 n=1 n=2 n=3 +score FORGED_HOTMAIL_RCVD 2.402 2.152 2.820 2.255 +score FORGED_HOTMAIL_RCVD2 1.653 0.549 2.127 1.162 +score FORGED_IMS_HTML 2.184 2.265 2.518 1.937 +score FORGED_IMS_TAGS 2.054 2.117 2.321 1.768 +score FORGED_JUNO_RCVD 1.693 1.478 1.787 1.914 +score FORGED_MSGID_AOL 1.440 1.436 1.665 1.619 +score FORGED_MSGID_EXCITE 2.400 2.400 2.775 3.000 +score FORGED_MSGID_HOTMAIL 2.560 2.459 2.960 2.618 +score FORGED_MSGID_MSN 2.000 1.956 2.312 2.035 +score FORGED_MSGID_YAHOO 3.200 3.158 3.700 3.712 +score FORGED_MUA_AOL_FROM 2.880 1.027 3.035 2.167 +score FORGED_MUA_EUDORA 2.440 1.944 2.867 2.484 +score FORGED_MUA_IMS 2.480 1.198 2.459 1.751 +score FORGED_MUA_MOZILLA 1.520 0.539 1.757 1.593 +score FORGED_MUA_OIMO 1.205 0.981 1.708 2.223 +score FORGED_MUA_OUTLOOK 3.360 3.360 3.885 4.056 +score FORGED_MUA_THEBAT_BOUN 2.253 2.281 2.564 2.163 +score FORGED_MUA_THEBAT_CS 1.760 1.760 2.035 2.200 +score FORGED_OUTLOOK_HTML 3.246 2.514 3.872 2.713 +score FORGED_OUTLOOK_TAGS 3.044 2.369 3.537 2.492 +score FORGED_QUALCOMM_TAGS 2.080 1.809 2.312 1.783 +score FORGED_RCVD_HELO 0 0 0 0.135 +score FORGED_TELESP_RCVD 1.280 0 1.470 0 +score FORGED_THEBAT_HTML 2.560 2.387 2.960 2.500 +score FORGED_YAHOO_RCVD 1.506 0.928 1.794 1.849 +score FORWARD_LOOKING 1.207 1.434 1.692 1.048 +score FREE_ACCESS 0 0 0.156 0 +score FREE_PORN 0 0 0.143 0 +score FREE_PREVIEW 1.500 1.409 1.757 1.884 +score FREE_QUOTE_INSTANT 1.178 0 1.422 0 +score FREE_SAMPLE 0 0 0.231 0.335 +score FROM_ALL_NUMS 1.972 1.920 2.312 2.500 +score FROM_AND_TO_SAME 0 # n=0 n=1 n=2 n=3 +score FROM_BLANK_NAME 1.659 1.467 0.936 1.534 +score FROM_DOMAIN_NOVOWEL 1.582 1.592 1.903 2.100 +score FROM_ENDS_IN_NUMS 1.880 2.160 2.405 2.530 +score FROM_EXCESS_BASE64 0.647 1.052 1.190 1.309 +score FROM_EXCESS_QP 0 +score FROM_HAS_MIXED_NUMS 1.760 1.510 2.127 2.155 +score FROM_HAS_ULINE_NUMS 0.744 0.217 0.310 0.291 +score FROM_ILLEGAL_CHARS 3.280 3.280 3.792 4.100 +score FROM_LOCAL_DIGITS 0 +score FROM_LOCAL_HEX 2.000 1.343 2.240 1.305 +score FROM_LOCAL_NOVOWEL 2.480 2.331 2.867 2.861 +score FROM_NONSENDING_DOMAIN 1.280 1.254 1.480 1.336 +score FROM_NO_LOWER 0.365 0.201 0.534 0.141 +score FROM_NO_USER 0 +score FROM_OFFERS 1.680 1.641 1.865 1.960 +score FROM_STARTS_WITH_NUMS 1.337 0.283 1.829 0.724 +score FRONTPAGE 1.161 0.809 1.459 0.886 +score FULL_REFUND 0.490 0 0 0 +score FUZZY_AFFORDABLE 1.840 1.840 2.035 2.199 +score FUZZY_AMBIEN 0 0.454 0.367 0.416 +score FUZZY_BILLION 2.400 0.914 2.727 1.925 +score FUZZY_CELEBREX 2.320 2.221 2.683 2.186 +score FUZZY_CPILL 1.848 0.881 1.727 0.518 +score FUZZY_CREDIT 1.983 1.556 2.538 1.079 +score FUZZY_ERECT 2.720 2.640 3.052 3.400 +score FUZZY_FOLLOW 0.879 0.790 0.977 0.223 +score FUZZY_GUARANTEE 2.880 2.960 3.330 3.658 +score FUZZY_MEDICATION 2.720 2.720 3.145 3.400 +score FUZZY_MILF 1.760 1.208 2.035 1.321 +score FUZZY_MILLION 2.880 2.880 3.330 3.600 +score FUZZY_MONEY 2.240 2.240 2.590 2.800 +score FUZZY_MORTGAGE 2.960 2.960 3.423 3.655 +score FUZZY_OBLIGATION 2.640 2.555 3.052 3.272 +score FUZZY_OFFERS 2.080 1.439 2.405 1.768 +score FUZZY_PHARMACY 2.560 2.560 2.960 3.200 +score FUZZY_PHENT 2.560 1.155 2.960 1.799 +score FUZZY_PLEASE 2.800 2.777 3.146 3.466 +score FUZZY_PRESCRIPT 2.880 2.880 3.330 3.600 +score FUZZY_PRICES 2.544 2.531 2.960 3.200 +score FUZZY_REFINANCE 2.528 1.512 2.960 2.060 +score FUZZY_REMOVE 2.160 2.128 2.498 2.663 +score FUZZY_ROLEX 2.193 0.972 2.683 0.514 +score FUZZY_SOFTWARE 2.160 2.160 2.498 2.675 +score FUZZY_THOUSANDS 2.240 2.240 2.590 2.800 +score FUZZY_TRAMADOL 2.160 2.160 2.498 2.700 +score FUZZY_VLIUM 1.736 0.612 1.691 0.229 +score FUZZY_VICODIN 2.660 1.595 2.980 1.691 +score FUZZY_VIOXX 0 0 0.219 0 +score FUZZY_VPILL 2.153 0.729 2.837 0.924 +score FUZZY_XPILL 2.880 2.643 2.731 3.337 +score GAPPY_SUBJECT 1.600 1.625 1.785 1.995 +score GET_PAID 1.049 0 0.707 0.204 +score GUARANTEED_100_PERCENT 0.810 0 1.392 0 +score GUARANTEED_STUFF 0 +score HAIR_LOSS 0.102 0 0 0 +score HARDCORE_PORN 1.440 1.440 1.665 1.635 +score HDR_ORDER_MTSRIX 0 # n=0 n=1 n=2 n=3 +score HDR_ORDER_TRIMRS 1.440 1.440 1.665 1.800 +score HEADER_COUNT_CTYPE 1.336 1.440 1.665 1.800 +score HEADER_SPAM 3.200 3.115 3.700 3.789 +score HEAD_ILLEGAL_CHARS 1.652 1.519 1.796 1.606 +score HELO_DYNAMIC_ADELPHIA 1.680 1.680 1.942 1.787 +score HELO_DYNAMIC_ATTBI 2.400 2.400 2.775 2.692 +score HELO_DYNAMIC_CHELLO_NL 1.624 0 2.035 0.170 +score HELO_DYNAMIC_CHELLO_NO 0 # n=0 n=1 n=2 n=3 +score HELO_DYNAMIC_COMCAST 2.800 2.800 3.237 3.500 +score HELO_DYNAMIC_DHCP 3.280 2.664 3.792 3.066 +score HELO_DYNAMIC_DIALIN 2.080 2.080 2.405 2.600 +score HELO_DYNAMIC_HCC 3.280 3.280 3.792 4.100 +score HELO_DYNAMIC_HEXIP 1.280 1.280 1.480 1.600 +score HELO_DYNAMIC_HOME_NL 1.600 1.600 1.850 2.000 +score HELO_DYNAMIC_IPADDR 3.360 3.360 3.885 4.200 +score HELO_DYNAMIC_IPADDR2 3.280 3.213 3.792 3.818 +score HELO_DYNAMIC_NTL 1.360 1.360 1.573 1.481 +score HELO_DYNAMIC_OOL 1.840 1.839 2.127 2.012 +score HELO_DYNAMIC_ROGERS 1.840 1.203 2.127 1.580 +score HELO_DYNAMIC_RR2 1.440 1.440 1.665 1.605 +score HELO_DYNAMIC_SPLIT_IP 2.880 2.880 3.330 2.191 +score HELO_DYNAMIC_TELIA 0 # n=0 n=1 n=2 n=3 +score HELO_DYNAMIC_VELOX 0 # n=0 n=1 n=2 n=3 +score HELO_DYNAMIC_VTR 1.440 1.492 1.757 1.287 +score HELO_DYNAMIC_YAHOOBB 2.240 2.240 2.590 2.800 +score HG_HORMONE 1.784 1.472 2.024 2.060 +score HIDDEN_CHARGES 0.721 0.752 0.611 0.853 +score HIDE_WIN_STATUS 0 +score HOT_NASTY 0.809 0 0.697 0.157 +score HTML_00_10 1.232 0.642 1.996 0.795 +score HTML_10_20 0.911 0.945 1.387 1.351 +score HTML_20_30 0.911 0 1.053 0 +score HTML_30_40 0.137 0 0.463 0.374 +score HTML_40_50 0.611 0 0.497 0.496 +score HTML_50_60 0.130 0 0 0.134 +score HTML_60_70 0.290 0 0 0 +score HTML_70_80 0 0 0.144 0 +score HTML_80_90 0 +score HTML_90_100 0.584 0 0.567 0.113 +score HTML_ATTR_BAD 0.118 0 0 0 +score HTML_ATTR_UNIQUE 0.245 0 0.244 0.639 +score HTML_BACKHAIR_2 0 +score HTML_BACKHAIR_4 0 +score HTML_BACKHAIR_8 0.536 0.130 0.266 0.282 +score HTML_BADTAG_00_10 0 +score HTML_BADTAG_10_20 0 +score HTML_BADTAG_20_30 0 +score HTML_BADTAG_30_40 0.366 0.228 0.137 0.124 +score HTML_BADTAG_40_50 0 +score HTML_BADTAG_50_60 1.604 0.263 1.811 0.987 +score HTML_BADTAG_60_70 1.727 0.819 1.873 1.679 +score HTML_BADTAG_70_80 1.517 1.577 1.711 1.547 +score HTML_BADTAG_80_90 0 0.167 0 0 +score HTML_BADTAG_90_100 1.074 0.846 1.098 1.399 +score HTML_COMMENT_SAVED_URL 0 0.647 1.197 0.273 +score HTML_COMMENT_SHORT 0 +score HTML_EHTML2 2.640 2.114 3.052 2.618 +score HTML_EMBEDS 0.495 0.273 0.292 0.325 +score HTML_EVENT_UNSAFE 0 +score HTML_EXTRA_CLOSE 2.880 2.699 3.330 3.600 +score HTML_FONT_BIG 0 0.256 0 0 +score HTML_FONT_FACE_BAD 0 0.452 0.231 0.156 +score HTML_FONT_FACE_CAPS 0 +score HTML_FONT_INVISIBLE 0 +score HTML_FONT_LOW_CONTRAST 1.335 0.766 1.890 0.194 +score HTML_FONT_SIZE_HUGE 0 0 0.128 0.314 +score HTML_FONT_SIZE_LARGE 1.415 1.575 1.182 1.238 +score HTML_FONT_SIZE_NONE 0 +score HTML_FONT_SIZE_TINY 0.106 0 0.276 0 +score HTML_FONT_TINY 0 0 0.223 0 +score HTML_FORMACTION_MAILTO 1.760 1.760 2.035 2.200 +score HTML_IMAGE_ONLY_04 2.820 2.880 3.330 3.600 +score HTML_IMAGE_ONLY_08 2.581 2.435 3.469 3.126 +score HTML_IMAGE_ONLY_12 2.294 1.639 2.046 1.867 +score HTML_IMAGE_ONLY_16 0.668 0.627 0.338 0.497 +score HTML_IMAGE_ONLY_20 1.108 0.640 1.416 1.157 +score HTML_IMAGE_ONLY_24 1.316 0.930 1.771 1.841 +score HTML_IMAGE_ONLY_28 1.438 1.014 1.732 1.900 +score HTML_IMAGE_ONLY_32 1.423 0.836 1.610 1.052 +score HTML_IMAGE_RATIO_02 1.245 0.192 1.800 0.463 +score HTML_IMAGE_RATIO_04 0.877 0 1.057 0 +score HTML_IMAGE_RATIO_06 0 0 0.139 0 +score HTML_IMAGE_RATIO_08 0 +score HTML_LINK_IMAGE_BUG 0 0 0.110 0 +score HTML_LINK_OPT_OUT 1.151 0 0.823 0 +score HTML_LINK_PUSH_HERE 1.762 0.402 1.920 0.397 +score HTML_MIME_NO_HTML_TAG 0 0.512 0 1.082 +score HTML_MISSING_CTYPE 2.080 2.010 2.405 2.518 +score HTML_NONELEMENT_00_10 0 +score HTML_NONELEMENT_10_20 0 +score HTML_NONELEMENT_20_30 0 +score HTML_NONELEMENT_30_40 0 +score HTML_NONELEMENT_40_50 0 0 0 0.126 +score HTML_NONELEMENT_50_60 0 +score HTML_NONELEMENT_60_70 0 0.316 0 0 +score HTML_NONELEMENT_70_80 0.449 1.353 1.915 2.143 +score HTML_NONELEMENT_80_90 0 +score HTML_NONELEMENT_90_100 0 +score HTML_OBFUSCATE_05_10 1.421 1.169 1.522 1.449 +score HTML_OBFUSCATE_10_20 1.936 1.397 2.371 1.770 +score HTML_OBFUSCATE_20_30 2.720 2.720 3.145 3.400 +score HTML_OBFUSCATE_30_40 2.480 2.480 2.867 2.859 +score HTML_OBFUSCATE_40_50 2.160 2.160 2.498 2.640 +score HTML_OBFUSCATE_50_60 2.049 2.061 2.342 2.031 +score HTML_OBFUSCATE_60_70 1.637 1.592 1.892 1.652 +score HTML_OBFUSCATE_70_80 1.440 1.507 1.680 1.472 +score HTML_OBFUSCATE_80_90 1.244 1.191 1.397 0.982 +score HTML_OBFUSCATE_90_100 0 # n=0 n=1 n=2 n=3 +score HTML_SHORT_CENTER 2.240 2.105 2.590 2.179 +score HTML_SHORT_COMMENT 0 0.294 0 0 +score HTML_SHORT_LENGTH 1.612 0.629 1.504 1.574 +score HTML_SHORT_LINK_IMG_1 2.333 0.275 2.743 0.948 +score HTML_SHORT_LINK_IMG_2 2.296 0.951 2.739 1.582 +score HTML_SHORT_LINK_IMG_3 0.913 0.518 1.675 0.881 +score HTML_SHOUTING3 0 0 0.198 0 +score HTML_SHOUTING4 0 0 0.215 0 +score HTML_SHOUTING5 0.827 0.169 1.133 0 +score HTML_SHOUTING6 0 +score HTML_SHOUTING7 0 0.121 0 0.118 +score HTML_TAG_BALANCE_BODY 0 0.180 0.351 0.228 +score HTML_TAG_BALANCE_HEAD 2.143 1.159 2.498 1.447 +score HTML_TAG_EXIST_BGSOUND 1.920 1.920 2.220 2.107 +score HTML_TAG_EXIST_MARQUEE 1.642 1.348 2.036 1.899 +score HTML_TAG_EXIST_TBODY 0.221 0.126 0.282 0 +score HTML_TEXT_AFTER_BODY 0.153 0 0 0.115 +score HTML_TEXT_AFTER_HTML 0.274 0 0.286 0 +score HTML_TINY_FONT 2.607 1.425 3.393 2.324 +score HTML_TITLE_EMPTY 0 0 0 0.214 +score HTML_TITLE_LONG 0.482 1.329 0.458 1.655 +score HTML_TITLE_SUBJ_DIFF 1.547 0.551 1.224 0.266 +score HTML_TITLE_UNTITLED 0 0 0.168 0.514 +score HTML_WEB_BUGS 0 0 0.329 0 +score HTTPS_IP_MISMATCH 1.920 1.920 2.220 2.400 +score HTTP_77 2.242 2.658 2.644 2.346 +score HTTP_CTRL_CHARS_HOST 1.280 1.259 1.480 1.600 +score HTTP_ESCAPED_HOST 0 0 0.124 0 +score HTTP_EXCESSIVE_ESCAPES 1.329 1.146 1.145 1.572 +score IMPOTENCE 2.093 0.592 2.443 0.627 +score INFO_TLD 1.373 0.813 1.457 1.273 +score INTERRUPTUS 1.154 0.533 1.106 0.182 +score INVALID_DATE 1.700 1.760 2.005 2.193 +score INVALID_DATE_TZ_ABSURD 1.360 1.346 1.573 1.700 +score INVALID_MSGID 1.705 1.710 2.054 2.185 +score INVALID_TZ_CST 2.043 0.153 2.419 0.867 +score INVALID_TZ_EST 2.720 0.737 3.145 1.883 +score INVALID_TZ_GMT 1.928 1.111 2.163 1.042 +score INVESTMENT_ADVICE 2.960 2.960 3.423 3.700 +score INVESTMENT_EXPERT 2.571 2.640 3.052 3.300 +score IP_LINK_PLUS 0.467 1.047 1.372 1.248 +score JAPANESE_UCE_SUBJECT 1.280 1.360 1.480 1.700 +score JOIN_MILLIONS 0.178 0 0.463 0 +score JS_FROMCHARCODE 1.200 0 1.480 1.600 # n=1 +score KOREAN_UCE_SUBJECT 2.480 2.480 2.867 3.100 +score LIVE_PORN 0.530 0.332 0.782 0 +score LOCALPART_IN_SUBJECT 1.559 1.561 1.757 1.900 +score LONGWORDS 3.120 2.957 3.530 3.789 +score LOTS_OF_STUFF 0 +score LOW_PRICE 0 +score MAILTO_SUBJ_REMOVE 0.244 0 0.100 0 +score MAILTO_TO_REMOVE 1.040 0.484 1.109 0.383 +score MAILTO_TO_SPAM_ADDR 0.307 0.276 0.446 0 +score MALE_ENHANCE 2.480 2.480 2.867 3.100 +score MANY_EXCLAMATIONS 0.758 0 0.659 0.775 +score MARKETING_PARTNERS 1.482 1.435 1.757 1.765 +score MEET_SINGLES 1.280 0.370 1.456 0.492 +score MICRO_CAP_WARNING 1.200 1.280 1.480 1.462 +score MILLION_USD 2.359 1.606 2.824 1.816 +score MIME_BAD_ISO_CHARSET 3.360 3.360 3.885 4.185 +score MIME_BASE64_BLANKS 0 0 0.184 0.224 +score MIME_BASE64_NO_NAME 0 0 0 0.224 +score MIME_BASE64_TEXT 2.048 1.522 2.749 1.885 +score MIME_BOUND_DD_DIGITS 3.600 3.600 4.162 4.500 +score MIME_BOUND_DIGITS_15 2.400 2.400 2.775 2.949 +score MIME_BOUND_DIGITS_7 0 # n=0 n=1 n=2 n=3 +score MIME_BOUND_MANY_HEX 2.160 2.144 2.498 2.700 +score MIME_BOUND_NEXTPART 0.224 0.241 0.375 0.278 +score MIME_BOUND_RKFINDY 2.160 2.160 2.498 2.700 +score MIME_HEADER_CTYPE_ONLY 0 0 0.182 0 +score MIME_HTML_MOSTLY 1.703 0.699 2.309 1.102 +score MIME_HTML_ONLY 0.414 0.001 0.389 0.001 +score MIME_HTML_ONLY_MULTI 0 +score MIME_MISSING_BOUNDARY 0 +score MIME_QP_LONG_LINE 0.159 0 0.234 0 +score MISSING_DATE 0 +score MISSING_HEADERS 0 0.189 0 0 +score MISSING_MIMEOLE 1.664 1.394 1.970 1.612 +score MISSING_MIME_HB_SEP 0 +score MISSING_SUBJECT 1.729 1.345 2.035 1.816 +score ML_MARKETING 1.274 1.310 1.511 1.624 +score MONEY_BACK 0.843 0 0.645 0 +score MORE_SEX 2.240 2.035 2.590 1.950 +score MORTGAGE_BEST 0 +score MORTGAGE_PITCH 0.151 0 0 0 +score MORTGAGE_RATES 0 +score MPART_ALT_DIFF 0.425 0.137 1.142 0 +score MPART_ALT_DIFF_COUNT 1.649 0 1.607 0.708 +score MSGID_DOLLARS 3.120 2.163 3.171 1.716 +score MSGID_DOLLARS_RANDOM 3.200 3.200 3.700 3.780 +score MSGID_FROM_MTA_HEADER 0 0 0.274 0 +score MSGID_FROM_MTA_HOTMAIL 0 # n=0 n=1 n=2 n=3 +score MSGID_FROM_MTA_ID 1.103 0.927 1.183 1.393 +score MSGID_LONG 0.899 0.267 1.188 1.204 +score MSGID_MULTIPLE_AT 2.880 1.375 3.187 1.914 +score MSGID_NO_HOST 0.533 0.129 0.787 0.285 +score MSGID_OUTLOOK_INVALID 2.080 2.027 2.405 2.600 +score MSGID_RANDY 2.794 2.165 3.412 2.880 +score MSGID_RATWARE1 1.920 1.810 2.220 2.364 +score MSGID_SHORT 2.480 2.465 2.821 3.100 +score MSGID_SPAM_99X9XX99 0 # n=0 n=1 n=2 n=3 +score MSGID_SPAM_ALPHA_NUM 1.920 1.920 2.220 2.255 +score MSGID_SPAM_CAPS 3.520 3.520 4.070 4.400 +score MSGID_SPAM_LETTERS 2.400 2.349 2.867 3.021 +score MSGID_SPAM_ZEROES 1.222 1.360 1.264 1.607 +score MSGID_YAHOO_CAPS 2.466 1.273 2.720 2.399 +score MULTI_FORGED 1.325 1.031 1.754 1.275 +score NASTY_GIRLS 1.517 1.344 1.757 0.339 +score NA_DOLLARS 0.868 0.609 1.529 1.285 +score NONEXISTENT_CHARSET 1.280 1.280 1.480 1.506 +score NORMAL_HTTP_TO_IP 0 0 0.160 0.175 +score NOT_ADVISOR 2.160 2.160 2.498 2.700 +score NO_COST 0 0 0.565 0 +score NO_DNS_FOR_FROM 0 2.603 0 3.200 +score NO_FORMS 1.440 0.501 1.709 0.673 +score NO_MEDICAL 1.200 1.259 1.480 1.363 +score NO_OBLIGATION 0.488 0.303 0.628 0.966 +score NO_PRESCRIPTION 3.200 2.888 3.700 3.887 +score NO_RDNS_DOTCOM_HELO 0.356 0 0 0 +score NO_REAL_NAME 0 0.550 0 0.961 +score NUMERIC_HTTP_ADDR 1.253 0.585 1.249 0.472 +score OBFUSCATING_COMMENT 0.806 1.117 1.379 1.690 +score OBSCURED_EMAIL 1.680 1.680 1.834 2.100 +score OFFSHORE_SCAM 0 0.147 0 0 +score ONE_TIME 1.840 1.138 2.118 1.569 +score ONLINE_PHARMACY 2.720 2.102 3.145 2.043 +score OPTING_OUT_CAPS 0 0 0.171 0.128 +score ORG_MIME_TOOLS 1.760 1.760 2.035 1.920 +score PERCENT_RANDOM 2.880 1.439 3.196 2.300 +score PLING_PLING 1.034 0.461 1.144 0.343 +score PLING_QUERY 0 0.326 0.623 0.514 +score PORN_15 0.520 1.117 1.079 0.451 +score PORN_16 1.309 1.410 1.573 1.800 +score PORN_URL_MISC 1.160 0 1.421 0.322 +score PORN_URL_SEX 0 0.261 0.256 0 +score PORN_URL_SLUT 0 +score PREST_NON_ACCREDITED 1.280 1.280 1.480 1.600 +score PREVENT_NONDELIVERY 1.515 1.640 1.737 1.600 +score PRICES_ARE_AFFORDABLE 1.964 0.522 2.312 0.995 +score PRIORITY_NO_NAME 2.160 2.155 2.498 2.700 +score QUALIFY_FOR_THIS 2.080 1.422 1.990 1.684 +score RATWARE_BOUND_PIECE 1.600 1.680 1.850 2.000 +score RATWARE_EFROM 2.880 2.880 3.330 3.600 +score RATWARE_EGROUPS 2.640 2.487 3.052 2.563 +score RATWARE_GECKO_BUILD 1.751 1.426 1.966 1.691 +score RATWARE_HASH_2 2.000 1.949 2.220 2.111 +score RATWARE_HASH_2_V2 2.000 2.000 2.312 2.500 +score RATWARE_HASH_DASH 0 # n=0 n=1 n=2 n=3 +score RATWARE_JPFREE 1.200 1.280 1.480 1.600 +score RATWARE_MOZ_MALFORMED 1.840 1.820 2.035 1.847 +score RATWARE_MPOP_WEBMAIL 0 0.118 0.417 0.111 +score RATWARE_MS_HASH 2.425 1.379 2.691 1.910 +score RATWARE_NAME_ID 3.280 3.280 3.792 4.100 +score RATWARE_NETIP 1.272 0.548 1.497 1.398 +score RATWARE_OE_MALFORMED 2.400 2.400 2.775 3.000 +score RATWARE_OUTLOOK_NONAME 3.120 1.861 3.471 2.777 +score RATWARE_RCVD_AT 2.880 2.590 3.330 2.292 +score RATWARE_RCVD_LC_ESMTP 1.416 0 1.500 0 +score RATWARE_RCVD_PF 2.880 2.880 3.330 3.600 +score RATWARE_STORM_URI 0 # n=0 n=1 n=2 n=3 +score RATWARE_ZERO_TZ 3.280 3.087 3.792 3.196 +score RCVD_AM_PM 1.760 1.726 2.035 1.662 +score RCVD_BONUS_SPC_DATE 0 # n=0 n=1 n=2 n=3 +score RCVD_BY_IP 0.280 0 0 0 +score RCVD_DOUBLE_IP_LOOSE 0.163 0 0.293 0 +score RCVD_DOUBLE_IP_SPAM 3.506 3.455 4.070 3.690 +score RCVD_FAKE_HELO_DOTCOM 2.160 1.652 2.590 2.281 +score RCVD_HELO_IP_MISMATCH 3.200 3.200 3.700 4.000 +score RCVD_ILLEGAL_IP 1.585 0.234 1.813 0.288 +score RCVD_IN_BL_SPAMCOP_NET 0 1.332 0 1.558 +score RCVD_IN_DSBL 0 1.801 0 2.600 +score RCVD_IN_IADB_VOUCHED 0 -1.825 0 -2.200 +score RCVD_IN_NJABL_CGI 0 # n=1 n=3 +score RCVD_IN_NJABL_DUL 0 1.713 0 1.946 +score RCVD_IN_NJABL_MULTI 0 # n=1 n=3 +score RCVD_IN_NJABL_PROXY 0 0.327 0 0.721 +score RCVD_IN_NJABL_RELAY 0 +score RCVD_IN_NJABL_SPAM 0 1.905 0 2.775 +score RCVD_IN_SBL 0 2.712 0 3.160 +score RCVD_IN_SORBS_BLOCK 0 # n=1 n=3 +score RCVD_IN_SORBS_DUL 0 1.988 0 2.046 +score RCVD_IN_SORBS_HTTP 0 +score RCVD_IN_SORBS_MISC 0 +score RCVD_IN_SORBS_SMTP 0 0 0 0.201 +score RCVD_IN_SORBS_SOCKS 0 1.823 0 2.159 +score RCVD_IN_SORBS_WEB 0 1.236 0 1.456 +score RCVD_IN_SORBS_ZOMBIE 0 0.240 0 0.258 +score RCVD_IN_WHOIS_BOGONS 0 1.811 0 2.430 +score RCVD_IN_WHOIS_INVALID 0 2.151 0 2.234 +score RCVD_IN_XBL 0 3.114 0 3.897 +score RCVD_NUMERIC_HELO 1.440 1.253 1.665 1.500 +score RECEIVE_OFFER 0 0 0.172 0 +score REFINANCE_NOW 1.520 0.872 1.576 1.050 +score REFINANCE_YOUR_HOME 1.760 0.980 2.035 0.302 +score REMOVE_BEFORE_LINK 3.120 2.152 3.700 2.692 +score REMOVE_PAGE 0 +score REMOVE_POSTAL 0 # n=0 n=1 n=2 n=3 +score REPLICA_WATCH 2.320 2.320 2.683 2.900 +score REPLY_TO_EMPTY 0.449 0.640 0.512 0.600 +score REPTO_OVERQUOTE_THEBAT 2.240 2.146 2.628 2.641 +score REPTO_QUOTE_AOL 0 +score REPTO_QUOTE_IMS 0 +score REPTO_QUOTE_MSN 2.800 2.800 3.237 3.249 +score REPTO_QUOTE_QUALCOMM 0.343 0 0.221 0 +score REPTO_QUOTE_YAHOO 2.126 2.181 3.428 2.124 +score RESISTANCE_IS_FUTILE 0 # n=0 n=1 n=2 n=3 +score REVERSE_AGING 1.520 1.600 1.795 1.555 +score RISK_FREE 0 +score ROUND_THE_WORLD 0 1.267 0 1.495 +score ROUND_THE_WORLD_LOCAL 1.840 1.429 2.127 1.659 +score RUDE_HTML 2.344 1.362 2.902 2.041 +score SATIS_GUAR 1.036 0 1.207 0 +score SAVE_THOUSANDS 0.467 0 0.414 0.398 +score SEE_FOR_YOURSELF 0 +score SENT_IN_COMPLIANCE 1.360 0.508 0.824 1.070 +score SOMETHING_FOR_ADULTS 1.000 0.872 1.234 1.091 +score SOME_BREAKTHROUGH 1.049 1.053 1.136 1.368 +score SORTED_RECIPS 2.800 1.530 3.237 1.960 +score SPOOF_COM2COM 2.320 1.938 2.683 2.450 +score SPOOF_COM2OTH 0.537 0 0 0 +score SPOOF_NET2COM 1.806 1.106 1.870 1.541 +score SPOOF_OURI 0.293 0 1.321 0.104 +score STOCK_ALERT 1.680 1.760 2.035 2.200 +score STRONG_BUY 2.160 2.080 2.498 2.690 +score SUBJECT_DIET 1.812 0.623 2.127 1.330 +score SUBJECT_DRUG_GAP_C 2.880 1.035 3.140 0.614 +score SUBJECT_DRUG_GAP_L 1.840 1.840 2.118 2.300 +score SUBJECT_DRUG_GAP_P 0.542 0.563 0.834 0.699 +score SUBJECT_DRUG_GAP_S 1.729 0.378 2.498 1.581 +score SUBJECT_DRUG_GAP_VA 2.437 2.442 2.743 2.619 +score SUBJECT_DRUG_GAP_VIC 2.720 2.720 3.145 2.656 +score SUBJECT_DRUG_GAP_X 2.262 2.334 2.447 2.401 +score SUBJECT_ENCODED_TWICE 0.888 1.543 1.293 1.723 +score SUBJECT_EXCESS_BASE64 0.782 0 1.689 0.449 +score SUBJECT_EXCESS_QP 0 +score SUBJECT_FUZZY_CHEAP 2.036 1.821 2.462 1.996 +score SUBJECT_FUZZY_MEDS 2.812 2.873 3.330 3.600 +score SUBJECT_FUZZY_PENIS 1.967 2.062 2.405 2.532 +score SUBJECT_FUZZY_TION 1.590 1.468 1.856 2.080 +score SUBJECT_FUZZY_VPILL 2.070 1.644 2.011 1.846 +score SUBJECT_NOVOWEL 0 0.131 0.327 0.155 +score SUBJECT_SEXUAL 2.160 2.160 2.498 2.684 +score SUBJ_2_NUM_PARENS 0.952 1.074 1.026 1.206 +score SUBJ_ALL_CAPS 1.049 1.166 0.459 0.997 +score SUBJ_AS_SEEN 1.511 0 1.757 0 +score SUBJ_BUY 1.311 0.116 0.701 0.255 +score SUBJ_CONSONANTS 0 +score SUBJ_DOLLARS 0.650 0.381 0.636 0.301 +score SUBJ_FOR_ONLY 1.104 0.316 1.268 0.415 +score SUBJ_FREE_CAP 0 +score SUBJ_GUARANTEED 1.360 1.421 1.623 1.785 +score SUBJ_HAS_SPACES 1.758 0.651 2.306 0.870 +score SUBJ_HAS_UNIQ_ID 0.895 0 1.387 0.190 +score SUBJ_ILLEGAL_CHARS 3.360 3.360 3.978 4.279 +score SUBJ_LIFE_INSURANCE 1.520 1.520 1.757 1.900 +score SUBJ_YOUR_DEBT 1.405 0.577 1.757 1.106 +score SUBJ_YOUR_FAMILY 1.600 0.338 1.850 1.157 +score SUBJ_YOUR_OWN 1.023 0.127 0.865 0.811 +score SUB_FREE_OFFER 0.286 0 0 0 +score SUB_HELLO 1.840 1.760 2.027 2.141 +score SUSPICIOUS_RECIPS 2.240 0.849 2.267 1.757 +score TERRA_ES 1.520 1.495 1.724 1.888 +score TO_ADDRESS_EQ_REAL 0 # n=0 n=1 n=2 n=3 +score TO_CC_NONE 0.139 0.134 0.123 0.131 +score TO_EMPTY 0 0 0.115 0.268 +score TO_MALFORMED 0 +score TO_NO_USER 0 # n=0 n=1 n=2 n=3 +score TO_RECIP_MARKER 1.044 1.033 1.168 1.038 +score TO_TXT 1.360 1.360 1.573 1.492 +score TRACKER_ID 2.000 1.295 2.292 1.032 +score UNCLAIMED_MONEY 1.920 1.920 2.220 2.400 +score UNCLOSED_BRACKET 2.480 2.480 2.867 2.900 +score UNDISC_RECIPS 0.960 0.883 0.712 0.841 +score UNIQUE_WORDS 2.066 1.336 2.543 2.347 +score UNRESOLVED_TEMPLATE 1.520 0.687 1.923 1.324 +score UPPERCASE_25_50 0 +score UPPERCASE_50_75 0.206 0.591 0 0.368 +score UPPERCASE_75_100 1.394 1.040 0.809 1.371 +score URG_BIZ 0.395 0.269 0.699 0.351 +score URI_4YOU 0.759 0.196 0.928 0.135 +score URI_AFFILIATE 0.106 0 0 0 +score URI_DIGITS 0 +score URI_HEX 0 +score URI_IS_POUND 0 +score URI_NOVOWEL 1.885 0.997 2.405 0.884 +score URI_NO_WWW_ANY_CGI 1.070 0.129 1.087 0.161 +score URI_NO_WWW_BIZ_CGI 2.480 2.480 2.867 3.000 +score URI_NO_WWW_INFO_CGI 3.280 3.241 3.792 4.100 +score URI_OFFERS 1.674 0.133 1.414 0.712 +score URI_REDIRECTOR 0 +score URI_SCHEME_MIXED_CASE 1.920 0.871 1.894 1.841 +score URI_UNSUBSCRIBE 2.560 2.069 2.809 3.200 +score URI_UPPER_LOWER 2.080 2.080 2.405 2.600 +score USERPASS 0.825 0.819 1.196 1.373 +score US_DOLLARS_3 0.214 0 0.152 0 +score VIA_GAP_GRA 2.480 2.419 2.867 2.529 +score WEIRD_PORT 0 +score WEIRD_QUOTING 1.120 1.200 1.295 1.341 +score WE_HONOR_ALL 1.190 1.196 1.169 1.221 +score WHILE_YOU_SLEEP 0.463 0.441 0.240 0.268 +score WHY_PAY_MORE 1.680 0.120 1.781 0.606 +score WHY_WAIT 1.116 0.412 1.193 0.638 +score WITH_LC_SMTP 1.440 1.440 1.665 1.621 +score WRINKLES 1.360 1.360 1.573 1.432 +score X_AUTH_WARN_FAKED 0 0 0.189 0.206 +score X_IP 2.803 1.848 3.286 2.305 +score X_LIBRARY 1.920 1.920 2.220 2.400 +score X_MAILER_SPAM 1.840 0.720 1.879 1.365 +score X_MESSAGE_FLAG_ODD 2.080 2.080 2.405 2.600 +score X_MESSAGE_INFO 3.520 3.520 4.070 4.400 +score X_MIME_AUTOCONVERTED 2.080 2.080 2.405 2.236 +score X_MSMAIL_PRIORITY_HIGH 0 +score X_ORIG_IP_NOT_IPV4 0 +score X_PRIORITY_CC 2.320 2.320 2.683 2.900 +score X_PRIORITY_HIGH 0 0.122 0 0.433 +score YAHOO_DRS_REDIR 1.007 0.313 1.189 1.103 +score YAHOO_RD_REDIR 0 # n=0 n=1 n=2 n=3 +score YOU_CAN_SEARCH 0 # n=0 n=1 n=2 n=3 # End of generated scores. @@ -643,23 +772,25 @@ score SPF_PASS -0.001 score SPF_HELO_PASS -0.001 # -score SPF_FAIL 0.0001 0.001 0.0001 0.875 -score SPF_SOFTFAIL 0.500 0.842 0.500 0.500 -score SPF_HELO_FAIL 0.0001 0.405 0.0001 0.001 -score SPF_HELO_SOFTFAIL 0.0001 1.002 0.0001 3.140 +score SPF_FAIL 0 1.333 0 1.142 +score SPF_HELO_FAIL 0 +score SPF_HELO_NEUTRAL 0 +score SPF_HELO_SOFTFAIL 0 2.078 0 2.432 +score SPF_NEUTRAL 0 1.379 0 1.069 +score SPF_SOFTFAIL 0 1.470 0 1.384 # endif # Mail::SpamAssassin::Plugin::SPF # URIDNSBL ifplugin Mail::SpamAssassin::Plugin::URIDNSBL # -score URIBL_AB_SURBL 0.0001 2.007 0.0001 0.417 -score URIBL_OB_SURBL 0.0001 1.996 0.0001 3.213 -score URIBL_PH_SURBL 0.0001 0.839 0.0001 2.000 -score URIBL_SBL 0.0001 0.629 0.0001 0.996 -score URIBL_SC_SURBL 0.0001 3.897 0.0001 4.263 -score URIBL_WS_SURBL 0.0001 0.539 0.0001 1.462 -score URIBL_JP_SURBL 0.0001 1.59 0.0001 1.54 +score URIBL_AB_SURBL 0 3.306 0 3.812 +score URIBL_JP_SURBL 0 3.360 0 4.087 +score URIBL_OB_SURBL 0 2.617 0 3.008 +score URIBL_PH_SURBL 0 2.240 0 2.800 +score URIBL_SBL 0 1.094 0 1.639 +score URIBL_SC_SURBL 0 3.600 0 4.498 +score URIBL_WS_SURBL 0 1.533 0 2.140 # endif # Mail::SpamAssassin::Plugin::URIDNSBL @@ -671,7 +802,7 @@ # Pyzor ifplugin Mail::SpamAssassin::Plugin::Pyzor # -score PYZOR_CHECK 0.0001 2.041 0.0001 3.451 +score PYZOR_CHECK 0 2.834 0 3.700 # endif # Mail::SpamAssassin::Plugin::Pyzor