Index: rules/STATISTICS-set0.txt
===================================================================
--- rules/STATISTICS-set0.txt (revision 230945)
+++ 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 +165,54 @@
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
+ 0 0 0 0.500 0.00 0.00 (all messages)
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 230945)
+++ 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 +165,54 @@
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
+ 0 0 0 0.500 0.00 0.00 (all messages)
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 230945)
+++ 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: 53320 99.94%
+# Correctly spam: 116727 94.15%
+# False positives: 30 0.06%
+# False negatives: 7254 5.85%
+# TCR(l=50): 14.162783 SpamRecall: 94.149% SpamPrec: 99.974%
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: 186 0.35%
+# Correctly spam: 123981 100.00%
+# False positives: 53164 99.65%
# False negatives: 0 0.00%
-# TCR(l=50): 0.019479 SpamRecall: 100.000% SpamPrec: 49.341%
+# TCR(l=50): 0.046641 SpamRecall: 100.000% SpamPrec: 69.988%
# 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: 389 0.73%
+# Correctly spam: 123981 100.00%
+# False positives: 52961 99.27%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.046820 SpamRecall: 100.000% SpamPrec: 70.069%
# 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: 44217 82.88%
+# Correctly spam: 123964 99.99%
+# False positives: 9133 17.12%
+# False negatives: 17 0.01%
+# TCR(l=50): 0.271491 SpamRecall: 99.986% SpamPrec: 93.138%
# 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: 48270 90.48%
+# Correctly spam: 123950 99.97%
+# False positives: 5080 9.52%
+# False negatives: 31 0.03%
+# TCR(l=50): 0.488055 SpamRecall: 99.975% SpamPrec: 96.063%
-# 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: 53320 99.94%
+# Correctly spam: 116727 94.15%
+# False positives: 30 0.06%
+# False negatives: 7254 5.85%
+# TCR(l=50): 14.162783 SpamRecall: 94.149% SpamPrec: 99.974%
# 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: 52619 98.63%
+# Correctly spam: 123475 99.59%
+# False positives: 731 1.37%
+# False negatives: 506 0.41%
+# TCR(l=50): 3.345774 SpamRecall: 99.592% SpamPrec: 99.411%
# 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: 53017 99.38%
+# Correctly spam: 122919 99.14%
+# False positives: 333 0.62%
+# False negatives: 1062 0.86%
+# TCR(l=50): 6.999831 SpamRecall: 99.143% SpamPrec: 99.730%
# 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: 53216 99.75%
+# Correctly spam: 122275 98.62%
+# False positives: 134 0.25%
+# False negatives: 1706 1.38%
+# TCR(l=50): 14.749108 SpamRecall: 98.624% SpamPrec: 99.891%
# 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: 53287 99.88%
+# Correctly spam: 119448 96.34%
+# False positives: 63 0.12%
+# False negatives: 4533 3.66%
+# TCR(l=50): 16.137056 SpamRecall: 96.344% SpamPrec: 99.947%
# 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: 53306 99.92%
+# Correctly spam: 118603 95.66%
+# False positives: 44 0.08%
+# False negatives: 5378 4.34%
+# TCR(l=50): 16.360649 SpamRecall: 95.662% SpamPrec: 99.963%
# 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: 53330 99.96%
+# Correctly spam: 115105 92.84%
+# False positives: 20 0.04%
+# False negatives: 8876 7.16%
+# TCR(l=50): 12.553767 SpamRecall: 92.841% SpamPrec: 99.983%
# 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: 53339 99.98%
+# Correctly spam: 112880 91.05%
+# False positives: 11 0.02%
+# False negatives: 11101 8.95%
+# TCR(l=50): 10.641233 SpamRecall: 91.046% SpamPrec: 99.990%
# 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: 53343 99.99%
+# Correctly spam: 111463 89.90%
+# False positives: 7 0.01%
+# False negatives: 12518 10.10%
+# TCR(l=50): 9.634831 SpamRecall: 89.903% SpamPrec: 99.994%
# 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: 53343 99.99%
+# Correctly spam: 109533 88.35%
+# False positives: 7 0.01%
+# False negatives: 14448 11.65%
+# TCR(l=50): 8.378227 SpamRecall: 88.347% 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: 53345 99.99%
+# Correctly spam: 105274 84.91%
+# False positives: 5 0.01%
+# False negatives: 18707 15.09%
+# TCR(l=50): 6.540117 SpamRecall: 84.911% SpamPrec: 99.995%
# 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: 53347 99.99%
+# Correctly spam: 99983 80.64%
+# False positives: 3 0.01%
+# False negatives: 23998 19.36%
+# TCR(l=50): 5.134214 SpamRecall: 80.644% SpamPrec: 99.997%
# 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: 53349 100.00%
+# Correctly spam: 94753 76.43%
+# False positives: 1 0.00%
+# False negatives: 29228 23.57%
+# TCR(l=50): 4.234613 SpamRecall: 76.425% SpamPrec: 99.999%
# SUMMARY for threshold 12.0:
-# Correctly non-spam: 29511 100.00%
-# Correctly spam: 20494 73.53%
+# Correctly non-spam: 53350 100.00%
+# Correctly spam: 84111 67.84%
# False positives: 0 0.00%
-# False negatives: 7376 26.47%
-# TCR(l=50): 3.778471 SpamRecall: 73.534% SpamPrec: 100.000%
+# False negatives: 39870 32.16%
+# TCR(l=50): 3.109631 SpamRecall: 67.842% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
-# Correctly non-spam: 29511 100.00%
-# Correctly spam: 17034 61.12%
+# Correctly non-spam: 53350 100.00%
+# Correctly spam: 67197 54.20%
# False positives: 0 0.00%
-# False negatives: 10836 38.88%
-# TCR(l=50): 2.571982 SpamRecall: 61.119% SpamPrec: 100.000%
+# False negatives: 56784 45.80%
+# TCR(l=50): 2.183379 SpamRecall: 54.199% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
-# Correctly non-spam: 29511 100.00%
-# Correctly spam: 14587 52.34%
+# Correctly non-spam: 53350 100.00%
+# Correctly spam: 58415 47.12%
# False positives: 0 0.00%
-# False negatives: 13283 47.66%
-# TCR(l=50): 2.098171 SpamRecall: 52.339% SpamPrec: 100.000%
+# False negatives: 65566 52.88%
+# TCR(l=50): 1.890934 SpamRecall: 47.116% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
-# Correctly non-spam: 29511 100.00%
-# Correctly spam: 11160 40.04%
+# Correctly non-spam: 53350 100.00%
+# Correctly spam: 46783 37.73%
# False positives: 0 0.00%
-# False negatives: 16710 59.96%
-# TCR(l=50): 1.667864 SpamRecall: 40.043% SpamPrec: 100.000%
+# False negatives: 77198 62.27%
+# TCR(l=50): 1.606013 SpamRecall: 37.734% SpamPrec: 100.000%
Test hit frequencies, for spam and ham corpora:
@@ -165,775 +165,54 @@
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
+ 0 0 0 0.500 0.00 0.00 (all messages)
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 230945)
+++ 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 +165,54 @@
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
+ 0 0 0 0.500 0.00 0.00 (all messages)
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/50_scores.cf
===================================================================
--- rules/50_scores.cf (revision 230945)
+++ 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 0.012 0.015 0.087
+score ADDRESS_IN_SUBJECT 1.053 0.002 0.919 0.533
+score ADDR_FREE 0.469 0.050 1.118 0.205
+score ADDR_NUMS_AT_BIGSITE 1.383 1.007 1.757 1.414
+score ADVANCE_FEE_1 0.033 0.085 0.114 0.000
+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 0.036
+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 0.000 1.237 0.000
+score AS_SEEN_ON 0.058 0.000 0.009 0.000
+score BAD_CREDIT 1.501 0.129 1.539 0.080
+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 0.047 0.139 0.504 0.000
+score BANG_MORE 0.002 0.007 0.106 0.000
+score BANG_OPRAH 1.233 0.366 1.386 0.000
+score BARGAIN_URL 1.360 0.075 1.559 0.463
+score BEST_PORN 0.091 0.000 0.000 0.000
+score BE_BOSS 1.268 1.271 1.480 1.539
+score BILLION_DOLLARS 0.049 0.055 0.075 0.092
+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 0.067
+score BLANK_LINES_90_100 0.000 # n=3
+score BODY_ENHANCEMENT 1.090 0.004 1.163 0.037
+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 0.039 0.028 0.001 0.003
+score CLICK_TO_REMOVE_1 0.059 0.000 0.016 0.000
+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 0.000 1.059 0.000
+score CONSOLIDATE_DEBT 0.054 0.119 0.000 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 0.051 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 0.000 0.485 0.000
+score DIET_2 0.001 0.000 0.015 0.000
+score DIET_3 0.028 0.089 0.004 0.007
+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 0.086 0.000 0.184 0.042
+score DRUGS_ANXIETY 1.841 0.051 2.422 0.404
+score DRUGS_ANXIETY_EREC 0.657 0.104 1.067 0.234
+score DRUGS_ANXIETY_OBFU 0.128 0.001 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 0.044 0.016 0.006 0.011
+score DRUGS_MUSCLE 0.537 0.025 0.371 0.000
+score DRUGS_PAIN 0.282 0.000 0.796 0.000
+score DRUGS_PAIN_OBFU 2.960 2.960 3.423 3.700
+score DRUGS_SLEEP 0.308 0.026 0.132 0.002
+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 0.000 1.594 0.000
+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 0.000 1.882 0.142
+score EXCUSE_10 0.682 0.000 0.341 0.000
+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 0.069 0.985 0.085 0.697
+score EXCUSE_6 1.680 1.746 1.930 2.187
+score EXCUSE_REMOVE 1.345 0.042 1.573 0.110
+score EXTRA_CASH 0.043 0.000 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 0.000 0.000 0.027 0.000
+score FAKE_HELO_LYCOS 0.029 0.007 0.002 0.000
+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 # 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 # 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 0.000 0.000 0.000 0.135
+score FORGED_TELESP_RCVD 1.280 0.000 1.470 0.038
+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 0.055 0.015 0.156 0.000
+score FREE_PORN 0.003 0.000 0.143 0.055
+score FREE_PREVIEW 1.500 1.409 1.757 1.884
+score FREE_QUOTE_INSTANT 1.178 0.003 1.422 0.047
+score FREE_SAMPLE 0.011 0.098 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 0.000
+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 0.000 0.047 0.000 0.000
+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 0.000 0.024 0.000 0.000
+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 0.000 0.017 0.000
+score FUZZY_AFFORDABLE 1.840 1.840 2.035 2.199
+score FUZZY_AMBIEN 0.000 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_VALIUM 1.736 0.612 1.691 0.229
+score FUZZY_VICODIN 2.660 1.595 2.980 1.691
+score FUZZY_VIOXX 0.024 0.008 0.219 0.000
+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 0.000 0.707 0.204
+score GUARANTEED_100_PERCENT 0.810 0.052 1.392 0.000
+score GUARANTEED_STUFF 0.086 0.000 0.000 0.000
+score HAIR_LOSS 0.102 0.056 0.082 0.073
+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 0.007 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 0.000
+score HOT_NASTY 0.809 0.036 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 0.079 1.053 0.003
+score HTML_30_40 0.137 0.081 0.463 0.374
+score HTML_40_50 0.611 0.092 0.497 0.496
+score HTML_50_60 0.130 0.053 0.000 0.134
+score HTML_60_70 0.290 0.000 0.000 0.026
+score HTML_70_80 0.000 0.032 0.144 0.004
+score HTML_80_90 0.000
+score HTML_90_100 0.584 0.073 0.567 0.113
+score HTML_ATTR_BAD 0.118 0.000 0.005 0.001
+score HTML_ATTR_UNIQUE 0.245 0.068 0.244 0.639
+score HTML_BACKHAIR_2 0.042 0.000 0.000 0.000
+score HTML_BACKHAIR_4 0.000 0.000 0.000 0.008
+score HTML_BACKHAIR_8 0.536 0.130 0.266 0.282
+score HTML_BADTAG_00_10 0.000 0.000 0.002 0.003
+score HTML_BADTAG_10_20 0.000 0.000 0.065 0.047
+score HTML_BADTAG_20_30 0.000 0.000 0.014 0.000
+score HTML_BADTAG_30_40 0.366 0.228 0.137 0.124
+score HTML_BADTAG_40_50 0.000 0.000 0.014 0.000
+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 0.002 0.167 0.001 0.000
+score HTML_BADTAG_90_100 1.074 0.846 1.098 1.399
+score HTML_COMMENT_SAVED_URL 0.000 0.647 1.197 0.273
+score HTML_COMMENT_SHORT 0.000 0.000 0.003 0.000
+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 0.000
+score HTML_EXTRA_CLOSE 2.880 2.699 3.330 3.600
+score HTML_FONT_BIG 0.099 0.256 0.071 0.000
+score HTML_FONT_FACE_BAD 0.069 0.452 0.231 0.156
+score HTML_FONT_FACE_CAPS 0.000 0.059 0.000 0.040
+score HTML_FONT_INVISIBLE 0.000 0.000 0.000 0.003
+score HTML_FONT_LOW_CONTRAST 1.335 0.766 1.890 0.194
+score HTML_FONT_SIZE_HUGE 0.045 0.000 0.128 0.314
+score HTML_FONT_SIZE_LARGE 1.415 1.575 1.182 1.238
+score HTML_FONT_SIZE_NONE 0.007 0.043 0.060 0.000
+score HTML_FONT_SIZE_TINY 0.106 0.000 0.276 0.090
+score HTML_FONT_TINY 0.008 0.018 0.223 0.055
+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 0.033 1.057 0.009
+score HTML_IMAGE_RATIO_06 0.032 0.000 0.139 0.000
+score HTML_IMAGE_RATIO_08 0.000
+score HTML_LINK_IMAGE_BUG 0.000 0.000 0.110 0.010
+score HTML_LINK_OPT_OUT 1.151 0.035 0.823 0.063
+score HTML_LINK_PUSH_HERE 1.762 0.402 1.920 0.397
+score HTML_MIME_NO_HTML_TAG 0.000 0.512 0.094 1.082
+score HTML_MISSING_CTYPE 2.080 2.010 2.405 2.518
+score HTML_NONELEMENT_00_10 0.000 0.000 0.000 0.027
+score HTML_NONELEMENT_10_20 0.000 0.000 0.066 0.001
+score HTML_NONELEMENT_20_30 0.003 0.000 0.091 0.060
+score HTML_NONELEMENT_30_40 0.047 0.033 0.030 0.010
+score HTML_NONELEMENT_40_50 0.014 0.000 0.091 0.126
+score HTML_NONELEMENT_50_60 0.051 0.025 0.062 0.000
+score HTML_NONELEMENT_60_70 0.060 0.316 0.000 0.073
+score HTML_NONELEMENT_70_80 0.449 1.353 1.915 2.143
+score HTML_NONELEMENT_80_90 0.006 0.076 0.019 0.007
+score HTML_NONELEMENT_90_100 0.000 0.001 0.002 0.028
+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 0.000 0.294 0.035 0.043
+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 0.025 0.061 0.198 0.022
+score HTML_SHOUTING4 0.000 0.062 0.215 0.034
+score HTML_SHOUTING5 0.827 0.169 1.133 0.000
+score HTML_SHOUTING6 0.094 0.024 0.009 0.000
+score HTML_SHOUTING7 0.008 0.121 0.000 0.118
+score HTML_TAG_BALANCE_BODY 0.055 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 0.012
+score HTML_TEXT_AFTER_BODY 0.153 0.000 0.002 0.115
+score HTML_TEXT_AFTER_HTML 0.274 0.000 0.286 0.001
+score HTML_TINY_FONT 2.607 1.425 3.393 2.324
+score HTML_TITLE_EMPTY 0.000 0.000 0.010 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 0.000 0.057 0.168 0.514
+score HTML_WEB_BUGS 0.000 0.000 0.329 0.000
+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 0.006 0.027 0.124 0.030
+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 0.000 0.463 0.000
+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 0.000
+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 0.000 0.000 0.006 0.003
+score LOW_PRICE 0.000 0.040 0.011 0.000
+score MAILTO_SUBJ_REMOVE 0.244 0.049 0.100 0.000
+score MAILTO_TO_REMOVE 1.040 0.484 1.109 0.383
+score MAILTO_TO_SPAM_ADDR 0.307 0.276 0.446 0.065
+score MALE_ENHANCE 2.480 2.480 2.867 3.100
+score MANY_EXCLAMATIONS 0.758 0.047 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 0.008 0.017 0.184 0.224
+score MIME_BASE64_NO_NAME 0.000 0.000 0.021 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 0.000 0.000 0.182 0.021
+score MIME_HTML_MOSTLY 1.703 0.699 2.309 1.102
+score MIME_HTML_ONLY 0.414 0.000 0.389 0.078
+score MIME_HTML_ONLY_MULTI 0.000
+score MIME_MISSING_BOUNDARY 0.000 0.000 0.003 0.011
+score MIME_QP_LONG_LINE 0.159 0.000 0.234 0.014
+score MISSING_DATE 0.000
+score MISSING_HEADERS 0.052 0.189 0.008 0.055
+score MISSING_MIMEOLE 1.664 1.394 1.970 1.612
+score MISSING_MIME_HB_SEP 0.050 0.000 0.000 0.000
+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 0.013 0.645 0.040
+score MORE_SEX 2.240 2.035 2.590 1.950
+score MORTGAGE_BEST 0.072 0.000 0.000 0.000
+score MORTGAGE_PITCH 0.151 0.005 0.000 0.075
+score MORTGAGE_RATES 0.009 0.000 0.000 0.000
+score MPART_ALT_DIFF 0.425 0.137 1.142 0.000
+score MPART_ALT_DIFF_COUNT 1.649 0.080 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 0.079 0.097 0.274 0.000
+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 0.033 0.055 0.160 0.175
+score NOT_ADVISOR 2.160 2.160 2.498 2.700
+score NO_COST 0.063 0.045 0.565 0.096
+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 0.000 0.053 0.000
+score NO_REAL_NAME 0.094 0.550 0.063 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 0.000 0.147 0.000 0.080
+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 0.071 0.029 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 0.091 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 0.072 1.421 0.322
+score PORN_URL_SEX 0.009 0.261 0.256 0.080
+score PORN_URL_SLUT 0.000 0.024 0.049 0.002
+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 0.055 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 0.000 1.500 0.008
+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 0.000 0.083 0.000
+score RCVD_DOUBLE_IP_LOOSE 0.163 0.000 0.293 0.036
+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 0.000 0 0.099
+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 0.000 0 0.020
+score RCVD_IN_SORBS_MISC 0 0.000 0 0.020
+score RCVD_IN_SORBS_SMTP 0 0.037 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 0.000 0.000 0.172 0.019
+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 0.000 0.002 0.000 0.008
+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 0.000 0.014 0.000 0.049
+score REPTO_QUOTE_IMS 0.000
+score REPTO_QUOTE_MSN 2.800 2.800 3.237 3.249
+score REPTO_QUOTE_QUALCOMM 0.343 0.007 0.221 0.000
+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 0.000
+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 0.010 1.207 0.000
+score SAVE_THOUSANDS 0.467 0.000 0.414 0.398
+score SEE_FOR_YOURSELF 0.090 0.034 0.065 0.000
+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 0.000 0.098 0.000
+score SPOOF_NET2COM 1.806 1.106 1.870 1.541
+score SPOOF_OURI 0.293 0.000 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 0.063 1.689 0.449
+score SUBJECT_EXCESS_QP 0.000
+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 0.000 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 0.039 1.757 0.000
+score SUBJ_BUY 1.311 0.116 0.701 0.255
+score SUBJ_CONSONANTS 0.000 0.000 0.043 0.000
+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 0.058 0.022 0.012 0.000
+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 0.028 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 0.000 0.000 0.062
+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 0.082 0.053 0.115 0.268
+score TO_MALFORMED 0.000
+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 0.019 0.028 0.000 0.023
+score UPPERCASE_50_75 0.206 0.591 0.025 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 0.000 0.094 0.000
+score URI_DIGITS 0.000
+score URI_HEX 0.000
+score URI_IS_POUND 0.000 0.000 0.010 0.000
+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 0.000
+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 0.013 0.152 0.040
+score VIA_GAP_GRA 2.480 2.419 2.867 2.529
+score WEIRD_PORT 0.000 0.000 0.000 0.051
+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 0.008 0.045 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 0.001 0.000 0.006 0.000
+score X_ORIG_IP_NOT_IPV4 0.012 0.000 0.000 0.000
+score X_PRIORITY_CC 2.320 2.320 2.683 2.900
+score X_PRIORITY_HIGH 0.059 0.122 0.021 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 0.017 0 0.000
+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