--- rules.orig/50_scores.cf Mon Mar 17 18:56:57 2003 +++ rules.orig/50_scores.cf Tue Apr 22 07:44:34 2003 @@ -23,609 +23,625 @@ # Set 0 # SUMMARY for threshold 5.0: -# Correctly non-spam: 130588 56.17% (99.85% of non-spam corpus) -# Correctly spam: 94656 40.72% (93.08% of spam corpus) -# False positives: 190 0.08% (0.15% of nonspam, 17316 weighted) -# False negatives: 7041 3.03% (6.92% of spam, 21438 weighted) -# Average score for spam: 17.8 nonspam: -12.1 -# Average for false-pos: 5.9 false-neg: 3.0 +# Correctly non-spam: 130571 56.17% (99.84% of non-spam corpus) +# Correctly spam: 94371 40.59% (92.80% of spam corpus) +# False positives: 207 0.09% (0.16% of nonspam, 18703 weighted) +# False negatives: 7326 3.15% (7.20% of spam, 23325 weighted) +# Average score for spam: 17.2 nonspam: -1.3 +# Average for false-pos: 5.8 false-neg: 3.2 # TOTAL: 232475 100.00% # Set 0 Validation # SUMMARY for threshold 5.0: -# Correctly non-spam: 14487 56.09% (99.70% of non-spam corpus) -# Correctly spam: 10506 40.68% (92.98% of spam corpus) -# False positives: 43 0.17% (0.30% of nonspam, 2086 weighted) -# False negatives: 793 3.07% (7.02% of spam, 2332 weighted) -# TCR: 11.209325 SpamRecall: 92.982% SpamPrec: 99.592% FP: 0.17% FN: 3.07% +# Correctly non-spam: 14511 56.18% (99.87% of non-spam corpus) +# Correctly spam: 9921 38.41% (87.80% of spam corpus) +# False positives: 19 0.07% (0.13% of nonspam, 954 weighted) +# False negatives: 1378 5.34% (12.20% of spam, 4489 weighted) +# TCR: 7.670740 SpamRecall: 87.804% SpamPrec: 99.809% FP: 0.07% FN: 5.34% # Set 1 # SUMMARY for threshold 5.0: -# Correctly non-spam: 80746 46.56% (99.92% of non-spam corpus) -# Correctly spam: 88821 51.22% (95.91% of spam corpus) -# False positives: 64 0.04% (0.08% of nonspam, 8330 weighted) -# False negatives: 3789 2.18% (4.09% of spam, 11033 weighted) -# Average score for spam: 20.9 nonspam: -13.4 -# Average for false-pos: 5.7 false-neg: 2.9 +# Correctly non-spam: 80717 46.54% (99.88% of non-spam corpus) +# Correctly spam: 88578 51.08% (95.65% of spam corpus) +# False positives: 93 0.05% (0.12% of nonspam, 11956 weighted) +# False negatives: 4032 2.32% (4.35% of spam, 12551 weighted) +# Average score for spam: 20.3 nonspam: -1.4 +# Average for false-pos: 5.6 false-neg: 3.1 # TOTAL: 173420 100.00% # Set 1 Validation # SUMMARY for threshold 5.0: -# Correctly non-spam: 8953 46.47% (99.72% of non-spam corpus) -# Correctly spam: 9859 51.17% (95.82% of spam corpus) -# False positives: 25 0.13% (0.28% of nonspam, 1944 weighted) -# False negatives: 430 2.23% (4.18% of spam, 1293 weighted) -# TCR: 18.538739 SpamRecall: 95.821% SpamPrec: 99.747% FP: 0.13% FN: 2.23% +# Correctly non-spam: 8958 46.49% (99.78% of non-spam corpus) +# Correctly spam: 9664 50.16% (93.93% of spam corpus) +# False positives: 20 0.10% (0.22% of nonspam, 1460 weighted) +# False negatives: 625 3.24% (6.07% of spam, 1964 weighted) +# TCR: 14.191724 SpamRecall: 93.926% SpamPrec: 99.793% FP: 0.10% FN: 3.24% # Set 2 # SUMMARY for threshold 5.0: -# Correctly non-spam: 173739 72.62% (99.90% of non-spam corpus) -# Correctly spam: 62239 26.02% (95.30% of spam corpus) -# False positives: 181 0.08% (0.10% of nonspam, 8202 weighted) -# False negatives: 3069 1.28% (4.70% of spam, 9736 weighted) -# Average score for spam: 19.7 nonspam: -12.9 -# Average for false-pos: 6.0 false-neg: 3.2 +# Correctly non-spam: 173720 72.62% (99.89% of non-spam corpus) +# Correctly spam: 62180 25.99% (95.21% of spam corpus) +# False positives: 200 0.08% (0.11% of nonspam, 8992 weighted) +# False negatives: 3128 1.31% (4.79% of spam, 10310 weighted) +# Average score for spam: 19.6 nonspam: -4.5 +# Average for false-pos: 6.0 false-neg: 3.3 # TOTAL: 239228 100.00% # Set 2 Validation # SUMMARY for threshold 5.0: -# Correctly non-spam: 19292 72.58% (99.83% of non-spam corpus) -# Correctly spam: 6911 26.00% (95.25% of spam corpus) -# False positives: 32 0.12% (0.17% of nonspam, 771 weighted) -# False negatives: 345 1.30% (4.75% of spam, 1025 weighted) -# TCR: 14.368317 SpamRecall: 95.245% SpamPrec: 99.539% FP: 0.12% FN: 1.30% +# Correctly non-spam: 19305 72.63% (99.90% of non-spam corpus) +# Correctly spam: 6814 25.64% (93.91% of spam corpus) +# False positives: 19 0.07% (0.10% of nonspam, 466 weighted) +# False negatives: 442 1.66% (6.09% of spam, 1393 weighted) +# TCR: 13.512104 SpamRecall: 93.908% SpamPrec: 99.722% FP: 0.07% FN: 1.66% # Set 3 # SUMMARY for threshold 5.0: -# Correctly non-spam: 75070 56.87% (99.93% of non-spam corpus) -# Correctly spam: 54780 41.50% (96.30% of spam corpus) -# False positives: 49 0.04% (0.07% of nonspam, 4417 weighted) -# False negatives: 2103 1.59% (3.70% of spam, 6691 weighted) -# Average score for spam: 21.1 nonspam: -17.1 -# Average for false-pos: 6.0 false-neg: 3.2 +# Correctly non-spam: 75056 56.86% (99.92% of non-spam corpus) +# Correctly spam: 54613 41.37% (96.01% of spam corpus) +# False positives: 63 0.05% (0.08% of nonspam, 5532 weighted) +# False negatives: 2270 1.72% (3.99% of spam, 7823 weighted) +# Average score for spam: 20.6 nonspam: -4.7 +# Average for false-pos: 5.8 false-neg: 3.4 # TOTAL: 132002 100.00% # Set 3 Validation # SUMMARY for threshold 5.0: -# Correctly non-spam: 8329 56.79% (99.80% of non-spam corpus) -# Correctly spam: 6077 41.44% (96.16% of spam corpus) -# False positives: 17 0.12% (0.20% of nonspam, 746 weighted) -# False negatives: 243 1.66% (3.84% of spam, 740 weighted) -# TCR: 19.268293 SpamRecall: 96.155% SpamPrec: 99.721% FP: 0.12% FN: 1.66% +# Correctly non-spam: 8337 56.85% (99.89% of non-spam corpus) +# Correctly spam: 6008 40.97% (95.06% of spam corpus) +# False positives: 9 0.06% (0.11% of nonspam, 444 weighted) +# False negatives: 312 2.13% (4.94% of spam, 1036 weighted) +# TCR: 17.703081 SpamRecall: 95.063% SpamPrec: 99.850% FP: 0.06% FN: 2.13% # Start of GA-evolved scores -score ACCEPT_CREDIT_CARDS 0.747 1.500 2.184 1.189 -score ACT_NOW_CAPS 0.922 1.171 0.347 1.578 -score ADDRESSES_ON_CD 2.900 2.900 2.375 1.972 -score ADDR_FREE 2.051 1.759 2.696 0.836 -score ADDR_NUMS_AT_BIGSITE 0.580 0.449 1.971 1.094 -score ADULT_SITE 0.871 1.298 0.640 0.876 -score ADVERT_CODE 1.101 1.981 4.300 1.115 -score ADVERT_CODE2 2.144 2.453 1.101 1.410 -score ALL_CAP_PORN 0.476 0.000 1.351 0.359 -score ALL_NATURAL 3.040 1.804 2.796 1.950 -score AMATEUR_PORN 1.110 2.748 1.654 0.142 -score AMAZING_STUFF 0.244 1.829 0.700 1.718 -score ANTISPAM_BILL 0 0.751 0 1.307 -score AOL_USERS_LINK 1.410 1.121 0.680 1.855 -score APPLY_FREE 2.166 0.554 2.697 0.413 -score APPLY_ONLINE 0.896 0.040 0.282 2.696 -score APPROVED_BY -1.434 -0.534 -0.344 -0.275 -score ASCII_FORM_ENTRY 0 0.972 0 0.839 -score ASKS_BILLING_ADDRESS 0.242 0.468 0 0 -score AS_SEEN_ON 1.988 2.081 1.101 3.272 -score BAD_CREDIT 0.787 0.716 0.535 0.491 -score BANG_BOSS 2.134 1.667 2.393 1.131 -score BANG_EXERCISE 2.268 2.214 2.234 2.721 -score BANG_GUARANTEE 0.702 0.500 0.500 0 -score BANG_MONEY 0.636 0.747 1.402 2.186 -score BANG_MORE 0.806 0.455 0.227 0 -score BANG_QUOTE 2.456 2.512 1.455 1.364 -score BANKRUPTCY 1.515 1.697 0.551 2.643 -score BARELY_LEGAL 0 0.222 0.668 0.848 -score BARGAIN_URL 1.260 2.247 2.005 1.209 -score BASE64_ENC_TEXT 2.685 1.735 1.857 1.738 -score BEEN_TURNED_DOWN 1.285 2.260 1.244 0.766 -score BEST_PORN 0 -score BE_AMAZED 0 0 0 0.369 -score BILLION_DOLLARS 1.225 2.900 0.335 1.590 -score BILL_1618 2.814 2.427 1.893 2.183 -score BTAMAIL_URL 2.182 2.116 2.636 4.299 -score BUGGY_CGI 2.796 2.896 2.797 2.796 -score BULK_EMAIL 2.073 2.070 2.011 2.350 -score BUY_DIRECT 1.003 0.829 1.008 0.370 -score CALL_FREE 0 -score CALL_NOW 1.799 0.700 1.011 1.070 -score CANNOT_BE_SPAM 1.541 1.533 1.541 1.541 -score CASHCASHCASH 0 0.029 0 0.042 -score CASH_BONUS 0.463 0.964 0.588 1.247 -score CBYI 2.796 2.796 2.900 1.619 -score CELEBRITY_PORN 0.162 0.152 0.896 0.882 -score CELL_PHONE_BOOST 1.934 2.258 2.425 0.621 -score CLICK_BELOW 0.227 0.100 0.100 0 -score CLICK_BELOW_CAPS 0.500 0.500 0.100 0.500 -score CLICK_TO_REMOVE_1 1.101 1.101 1.101 1.885 -score CLICK_TO_REMOVE_2 0.802 0.140 0.909 0.133 -score COMMUNIGATE 1.759 1.237 2.271 0.967 -score COMPARE_RATES 2.059 1.882 2.413 0.767 -score COMPETE 2.896 2.899 2.436 2.791 -score COMPLETELY_FREE 0.949 1.101 0.500 1.101 -score CONGRATULATIONS 0 -score CONSOLIDATE_DEBT 1.453 4.300 1.721 1.101 -score CREDIT_CARD 0.392 1.407 0.726 1.173 -score CRON_ENV -6.400 -6.300 -5.701 -5.701 -score DAILY_PL 1.255 2.938 2.900 2.472 -score DAILY_PXE 2.093 1.574 4.300 2.121 -score DATE_IN_FUTURE_03_06 2.370 0.870 1.525 1.519 -score DATE_IN_FUTURE_06_12 1.522 1.015 1.060 1.249 -score DATE_IN_FUTURE_12_24 1.635 2.796 0.500 0.902 -score DATE_IN_FUTURE_48_96 2.197 2.197 1.599 1.305 -score DATE_IN_FUTURE_96_XX 1.597 0 1.897 0 -score DATE_IN_PAST_03_06 0.270 0.271 0.364 0.348 -score DATE_IN_PAST_06_12 0.728 0.474 0.313 0.141 -score DATE_IN_PAST_12_24 0 0.209 0.120 0.123 -score DATE_IN_PAST_24_48 0 0 0 0.010 -score DATE_IN_PAST_96_XX 1.270 1.966 2.108 0.830 -score DATE_MISSING 1.370 0.982 0.712 0.262 -score DEAR_FRIEND 0.347 0 0 0 -score DEAR_SOMETHING 2.596 2.596 1.806 1.803 -score DIET 0 0 0.042 0 -score DIRECT_EMAIL 0 0.046 0 0 -score DISCLAIMER_LEGALESE 0 0 -2.601 0 -score DISGUISE_PORN 1.683 1.961 1.798 2.283 -score DOMAIN_4U2 1.675 0 1.746 0.831 -score DOMAIN_BODY 0 -score DOMAIN_SUBJECT 0 -score DONT_DELETE 0.696 0.288 0.776 0 -score DO_IT_TODAY 0 0 0.386 0.523 -score DRASTIC_REDUCED 1.168 1.545 1.418 2.459 -score EARN_MONEY 0.967 1.228 0.960 0.744 -score EARN_PER_WEEK 0 -score EXCUSE_1 0.110 0.137 0 0.816 -score EXCUSE_10 0.435 0 0 0 -score EXCUSE_11 1.681 1.666 1.079 1.255 -score EXCUSE_12 2.238 2.218 1.101 2.511 -score EXCUSE_13 0.500 0.500 0.501 0 -score EXCUSE_14 0.046 0.100 0 0.016 -score EXCUSE_15 1.706 1.814 1.157 1.407 -score EXCUSE_16 0 -score EXCUSE_19 1.637 0.891 1.101 0.500 -score EXCUSE_21 2.408 1.532 4.300 2.355 -score EXCUSE_3 0.100 0.100 0.100 0.083 -score EXCUSE_4 2.896 2.042 2.900 2.896 -score EXCUSE_6 0.999 2.297 1.909 1.749 -score EXCUSE_7 0 -score EXCUSE_REMOVE 2.219 2.678 2.603 2.211 -score EXTRA_CASH 1.254 2.150 0.790 1.062 -score EXTRA_MPART_TYPE 0.418 0.506 0.678 0.837 -score FAILURE_NOTICE_1 0 -0.018 0 0 -score FAILURE_NOTICE_2 0 -1.559 0 0 -score FANTASTIC 0 -score FIND_ANYTHING 0.330 0.679 0.831 0.686 -score FORGED_EUDORAMAIL_RCVD 2.796 1.836 2.796 2.429 -score FORGED_HOTMAIL_RCVD 2.384 1.101 1.101 1.101 -score FORGED_JUNO_RCVD 2.696 2.796 2.696 2.796 -score FORGED_MUA_AOL 4.300 3.777 4.300 2.597 -score FORGED_MUA_EUDORA 2.796 2.187 3.385 1.158 -score FORGED_MUA_IMS 4.295 2.796 4.195 2.796 -score FORGED_MUA_MOZILLA 2.596 2.497 2.596 2.497 -score FORGED_MUA_OIMO 4.295 2.796 4.196 2.796 -score FORGED_MUA_OUTLOOK 3.871 3.257 3.894 2.099 -score FORGED_MUA_THEBAT 4.268 3.797 4.295 4.299 -score FORGED_RCVD_TRAIL 1.443 1.840 1.678 2.243 -score FORGED_YAHOO_RCVD 2.580 2.318 2.696 2.696 -score FORGOTTEN_PASSWORD -0.620 -0.981 -0.217 -0.563 -score FORWARD_LOOKING 2.796 2.900 2.799 2.057 -score FOR_FREE 0.625 0.545 0.592 0.455 -score FOR_INSTANT_ACCESS 0 0 0 0.186 -score FOR_JUST_SOME_AMT 0.152 0.164 0 0 -score FREE_ACCESS 0.161 0 0.168 0.010 -score FREE_CONSULTATION 2.900 2.899 2.900 2.099 -score FREE_DVD 0 -score FREE_INVESTMENT 1.747 1.514 1.137 1.848 -score FREE_LEADS 2.900 2.900 1.782 1.495 -score FREE_MEMBERSHIP 0.700 0.700 0.892 0.314 -score FREE_PASSWORD 1.013 1.518 1.842 0.923 -score FREE_PORN 2.974 4.295 2.734 4.296 -score FREE_PREVIEW 0.638 0.724 2.796 2.661 -score FREE_QUOTE 1.197 1.147 1.101 1.101 -score FREE_SAMPLE 0 0 0.307 0 -score FREE_TRIAL 0 0 0 0.350 -score FREE_WEBSITE 2.297 2.499 1.893 2.599 -score FRIEND_AT_PUBLIC 2.900 2.900 2.796 1.963 -score FROM_ALL_NUMS 0.158 0.616 0.523 0.153 -score FROM_AND_TO_SAME 1.997 2.896 2.097 2.451 -score FROM_EGROUPS -0.614 -3.100 -0.600 -0.600 -score FROM_ENDS_IN_NUMS 0.611 0.719 0.580 0.675 -score FROM_HAS_MIXED_NUMS 0 0 0.339 0 -score FROM_HAS_MIXED_NUMS2 1.101 1.699 1.101 2.178 -score FROM_HAS_UNDERLINE_NUMS 0 0.624 0 0.693 -score FROM_NO_LOWER 2.246 2.197 1.009 1.795 -score FROM_NO_USER 1.576 1.044 2.796 2.731 -score FROM_OFFERS 4.300 4.295 4.300 4.295 -score FROM_STARTS_WITH_NUMS 0.078 0 0.073 0.068 -score FROM_WEBMAIL_ENDS_IN_NUMS6 1.426 1.760 0.425 0.099 -score FRONTPAGE 0.500 0.919 0.501 1.589 -score FULL_REFUND 0.782 1.473 0.572 0.659 -score FWD_MSG 0 -0.145 0 0 -score GAPPY_SUBJECT 0.919 0.381 0.711 1.391 -score GET_IT_NOW 0 1.117 0 0.126 -score GET_PAID 2.796 2.796 2.797 2.796 -score GREAT_OFFER 0 -score GROUPS_YAHOO_1 -5.801 -score GUARANTEE 1.226 1.694 1.051 0.522 -score GUARANTEED_100_PERCENT 1.101 0.500 1.101 0.759 -score GUARANTEED_STUFF 0 0.431 0.348 1.432 -score HAIR_LOSS 2.796 2.796 2.796 4.295 -score HARDCORE_PORN 2.900 1.880 2.796 2.780 -score HAS_ORGANIZATION 0 -score HEADER_8BITS 4.400 1.153 4.300 2.129 -score HERBAL_VIAGRA 1.979 1.069 1.087 1.486 -score HGH 1.012 2.759 1.332 1.648 -score HIDDEN_CHARGES 0.272 1.459 0 0 -score HIDE_WIN_STATUS 2.801 2.172 2.799 2.644 -score HOME_EMPLOYMENT 1.652 1.497 1.798 1.500 -score HOTMAIL_FOOTER1 0 0 0 -1.401 -score HOTMAIL_FOOTER4 -2.900 -2.900 0 0 -score HOTMAIL_FOOTER5 -0.122 0 0 0 -score HOT_NASTY 0.447 0.283 1.182 0.844 -score HTML_10_20 0.996 1.030 1.303 1.036 -score HTML_20_30 1.287 1.104 1.293 1.571 -score HTML_30_40 0.708 0.834 0.344 0.658 -score HTML_40_50 1.058 0.747 0.814 0.428 -score HTML_50_60 0.551 0.212 0.532 0.100 -score HTML_60_70 0.518 0.121 0.100 0.100 -score HTML_70_80 0.682 0.379 0.310 0.254 -score HTML_80_90 0.406 0.483 0.163 0.166 -score HTML_90_100 0.500 0 0 0 -score HTML_COMMENT_EGP 0 -score HTML_COMMENT_EMAIL 0 -score HTML_COMMENT_SAVED_URL 1.417 1.603 1.219 0.500 -score HTML_EMBEDS 0.030 0 0 0.296 -score HTML_EVENT 0 -score HTML_EVENT_UNSAFE 0 0 0.881 0 -score HTML_FONT_BIG 0.294 0.136 0.262 0.293 -score HTML_FONT_BIG_B 0.500 0.500 0.514 0 +score ACCEPT_CREDIT_CARDS 0.970 1.540 2.070 0.894 +score ACT_NOW_CAPS 0.786 1.035 0.083 1.729 +score ADDRESSES_ON_CD 2.900 2.900 0.930 2.581 +score ADDR_FREE 2.045 1.634 2.458 0.844 +score ADDR_NUMS_AT_BIGSITE 0.659 0.555 1.962 2.051 +score ADULT_SITE 0.616 0.615 0.463 0.804 +score ADVERT_CODE 1.101 1.705 4.300 1.101 +score ADVERT_CODE2 2.104 2.477 1.558 0.930 +score ALL_CAP_PORN 0.398 0.0 0.775 0.260 +score ALL_NATURAL 2.051 1.226 2.796 2.075 +score AMATEUR_PORN 1.547 2.799 1.679 1.305 +score AMAZING_STUFF 0.450 1.201 0.822 0.701 +score ANTISPAM_BILL 0.0 0.632 0.0 0.671 +score AOL_USERS_LINK 1.416 0.884 1.015 2.271 +score APPLY_FREE 1.819 1.490 1.921 1.677 +score APPLY_ONLINE 0.723 0.683 0.060 2.699 +score APPROVED_BY -0.398 -0.157 -0.182 -0.147 +score ASCII_FORM_ENTRY 0.0 1.070 0.0 0.834 +score ASKS_BILLING_ADDRESS 0.041 0.0 0.014 0.0 +score AS_SEEN_ON 1.948 1.928 1.144 3.025 +score BAD_CREDIT 0.730 0.406 0.462 0.593 +score BANG_BOSS 0.710 0.0 1.887 0.407 +score BANG_EXERCISE 3.070 2.539 2.339 3.150 +score BANG_GUARANTEE 0.674 0.501 0.501 0.0 +score BANG_MONEY 0.524 0.741 1.102 1.722 +score BANG_MORE 0.816 0.674 0.122 0.0 +score BANG_QUOTE 2.567 2.285 2.357 2.625 +score BANKRUPTCY 1.390 0.504 1.337 1.444 +score BARELY_LEGAL 0.026 1.473 0.904 1.203 +score BARGAIN_URL 1.026 0.700 2.434 1.187 +score BASE64_ENC_TEXT 2.354 1.643 1.544 1.768 +score BEEN_TURNED_DOWN 1.258 1.388 1.736 0.465 +score BEST_PORN 0.0 +score BE_AMAZED 0.0 0.281 0.124 0.027 +score BILLION_DOLLARS 1.490 2.900 0.0 0.0 +score BILL_1618 2.043 2.225 1.641 1.437 +score BTAMAIL_URL 1.399 1.675 2.283 1.593 +score BUGGY_CGI 2.896 2.899 2.896 2.796 +score BUGZILLA_BUG -1.401 -1.401 -1.690 -1.401 +score BULK_EMAIL 1.372 1.621 1.371 1.838 +score BUY_DIRECT 0.708 0.224 0.218 0.634 +score CALL_FREE 0.0 +score CALL_NOW 1.596 1.517 0.905 1.069 +score CANNOT_BE_SPAM 1.654 1.394 1.374 1.679 +score CASHCASHCASH 0.0 +score CASH_BONUS 0.146 0.844 1.301 1.131 +score CBYI 2.796 2.799 2.900 0.305 +score CELEBRITY_PORN 0.0 0.258 1.653 0.018 +score CELL_PHONE_BOOST 1.927 2.099 1.927 0.619 +score CLICK_BELOW 0.489 0.101 0.100 0.0 +score CLICK_BELOW_CAPS 0.639 0.500 0.100 0.500 +score CLICK_TO_REMOVE_1 1.100 1.101 1.100 1.962 +score CLICK_TO_REMOVE_2 0.700 0.626 0.717 0.0 +score COMMUNIGATE 1.709 2.291 2.618 1.447 +score COMPARE_RATES 1.890 2.750 2.535 0.327 +score COMPETE 2.896 2.899 2.345 2.473 +score COMPLETELY_FREE 0.771 1.101 0.500 1.101 +score CONGRATULATIONS 0.0 +score CONSOLIDATE_DEBT 1.247 4.300 1.283 1.101 +score CREDIT_CARD 0.447 0.950 0.862 1.129 +score CRON_ENV -0.380 -0.388 -0.270 -0.341 +score DAILY_PL 1.101 1.622 2.900 1.221 +score DAILY_PXE 2.029 2.440 4.300 2.773 +score DATE_IN_FUTURE_03_06 2.504 0.928 1.644 1.378 +score DATE_IN_FUTURE_06_12 1.534 1.344 1.457 1.114 +score DATE_IN_FUTURE_12_24 1.869 2.799 0.500 0.718 +score DATE_IN_FUTURE_48_96 2.297 2.199 0.0 2.429 +score DATE_IN_FUTURE_96_XX 1.691 0.0 2.098 0.0 +score DATE_IN_PAST_03_06 0.271 0.294 0.494 0.267 +score DATE_IN_PAST_06_12 0.759 0.755 0.415 0.059 +score DATE_IN_PAST_12_24 0.0 0.126 0.094 0.0 +score DATE_IN_PAST_24_48 0.0 0.0 0.069 0.0 +score DATE_IN_PAST_96_XX 1.235 1.634 2.111 0.561 +score DATE_MISSING 1.472 1.080 1.033 0.354 +score DEAR_FRIEND 0.484 0.0 0.0 0.0 +score DEAR_SOMETHING 2.596 2.599 1.769 1.864 +score DEBIAN_BTS_BUG -1.401 -1.401 0.0 -2.710 +score DIET 0.0 0.0 0.025 0.0 +score DIRECT_EMAIL 0.0 0.693 0.0 0.0 +score DISCLAIMER_LEGALESE 0.0 0.0 -0.033 0.0 +score DISGUISE_PORN 1.727 1.663 1.727 2.464 +score DOMAIN_4U2 1.470 0.0 0.835 0.745 +score DOMAIN_BODY 0.0 +score DOMAIN_SUBJECT 0.0 +score DONT_DELETE 0.571 0.071 0.351 0.0 +score DO_IT_TODAY 0.0 0.0 0.046 0.457 +score DRASTIC_REDUCED 2.199 1.011 1.760 2.398 +score EARN_MONEY 0.950 1.018 0.379 0.949 +score EARN_PER_WEEK 0.0 +score EMAIL_ATTRIBUTION -0.498 -0.499 -0.462 -0.498 +score EXCUSE_1 0.114 0.705 0.0 0.728 +score EXCUSE_10 0.069 0.0 0.0 0.0 +score EXCUSE_11 1.514 1.528 1.131 1.086 +score EXCUSE_12 1.878 2.349 1.101 1.751 +score EXCUSE_13 0.501 0.501 0.501 0.0 +score EXCUSE_14 0.191 0.100 0.0 0.0 +score EXCUSE_15 1.554 1.428 0.500 1.488 +score EXCUSE_16 0.0 +score EXCUSE_19 1.347 0.622 1.101 0.500 +score EXCUSE_21 2.421 2.813 4.300 2.884 +score EXCUSE_3 0.100 0.100 0.100 0.157 +score EXCUSE_4 2.896 2.676 2.900 2.896 +score EXCUSE_6 0.811 2.113 2.013 1.284 +score EXCUSE_7 0.0 +score EXCUSE_REMOVE 2.213 2.389 2.446 2.236 +score EXTRA_CASH 1.184 2.699 0.840 0.883 +score EXTRA_MPART_TYPE 0.484 0.044 1.135 0.658 +score FAILURE_NOTICE_1 0.0 -0.299 0.0 0.0 +score FAILURE_NOTICE_2 0.0 -0.399 0.0 0.0 +score FANTASTIC 0.0 +score FIND_ANYTHING 0.330 0.409 0.174 0.330 +score FORGED_EUDORAMAIL_RCVD 2.896 2.617 2.896 2.616 +score FORGED_HOTMAIL_RCVD 2.335 1.101 1.184 1.101 +score FORGED_JUNO_RCVD 2.696 2.799 2.796 2.796 +score FORGED_MUA_AOL 4.300 2.648 4.300 3.912 +score FORGED_MUA_EUDORA 2.796 2.796 2.540 2.374 +score FORGED_MUA_IMS 4.280 2.799 4.295 2.796 +score FORGED_MUA_MOZILLA 2.596 2.499 2.696 2.497 +score FORGED_MUA_OIMO 4.295 2.799 4.295 2.796 +score FORGED_MUA_OUTLOOK 3.717 3.476 3.850 2.173 +score FORGED_MUA_THEBAT 4.295 3.486 4.295 4.299 +score FORGED_RCVD_TRAIL 1.425 1.309 2.049 1.979 +score FORGED_YAHOO_RCVD 2.401 2.293 2.676 2.696 +score FORGOTTEN_PASSWORD -0.170 -0.399 -0.095 -0.143 +score FORWARD_LOOKING 2.796 2.900 2.899 1.419 +score FOR_FREE 0.515 0.573 0.390 0.366 +score FOR_INSTANT_ACCESS 0.0 0.0 0.0 0.976 +score FOR_JUST_SOME_AMT 0.0 0.0 0.0 0.181 +score FREE_ACCESS 0.0 0.0 0.516 0.0 +score FREE_CONSULTATION 2.900 2.482 2.900 2.898 +score FREE_DVD 0.0 +score FREE_INVESTMENT 1.630 1.465 1.625 0.585 +score FREE_LEADS 2.900 2.900 1.828 1.945 +score FREE_MEMBERSHIP 0.701 0.700 0.758 0.105 +score FREE_PASSWORD 1.846 1.457 1.932 1.846 +score FREE_PORN 1.101 4.299 1.163 2.656 +score FREE_PREVIEW 0.300 0.220 1.643 2.724 +score FREE_QUOTE 1.316 1.657 1.101 1.101 +score FREE_SAMPLE 0.0 +score FREE_TRIAL 0.0 0.0 0.0 0.017 +score FREE_WEBSITE 0.930 2.334 1.841 2.316 +score FRIEND_AT_PUBLIC 2.900 2.900 2.796 1.965 +score FROM_ALL_NUMS 0.153 0.264 0.456 0.074 +score FROM_AND_TO_SAME 2.097 1.826 2.197 1.464 +score FROM_EGROUPS -0.498 -0.499 0.0 -0.306 +score FROM_ENDS_IN_NUMS 0.609 0.745 0.608 0.641 +score FROM_HAS_MIXED_NUMS 0.0 0.0 0.508 0.062 +score FROM_HAS_MIXED_NUMS2 1.396 1.313 1.101 1.443 +score FROM_HAS_UNDERLINE_NUMS 0.0 0.0 0.0 0.498 +score FROM_NO_LOWER 1.870 2.199 0.482 1.609 +score FROM_NO_USER 1.773 0.928 2.796 2.587 +score FROM_OFFERS 4.300 4.299 4.300 4.299 +score FROM_STARTS_WITH_NUMS 0.499 0.0 0.0 0.0 +score FROM_WEBMAIL_ENDS_IN_NUMS6 0.905 1.496 0.950 0.286 +score FRONTPAGE 0.501 0.691 0.500 1.856 +score FULL_REFUND 0.518 1.011 0.600 0.228 +score FWD_MSG 0.0 -0.299 0.0 0.0 +score GAPPY_SUBJECT 0.815 0.192 0.425 1.545 +score GENUINE_EBAY_RCVD -1.615 -1.593 -1.401 -0.624 +score GET_IT_NOW 0.0 1.116 0.0 0.277 +score GET_PAID 2.796 2.799 2.896 2.796 +score GREAT_OFFER 0.0 +score GROUPS_YAHOO_1 -0.498 -0.499 -0.498 -0.497 +score GUARANTEE 1.123 1.785 1.301 0.619 +score GUARANTEED_100_PERCENT 1.101 0.500 1.100 0.952 +score GUARANTEED_STUFF 0.0 0.014 1.027 1.029 +score HAIR_LOSS 2.796 2.799 2.796 3.565 +score HARDCORE_PORN 2.900 2.799 2.796 2.796 +score HAS_ORGANIZATION 0.0 +score HEADER_8BITS 4.400 1.179 4.300 1.889 +score HERBAL_VIAGRA 1.435 0.308 1.861 1.597 +score HGH 0.500 1.206 1.101 1.102 +score HIDDEN_CHARGES 0.0 1.817 0.0 0.0 +score HIDE_WIN_STATUS 2.899 2.597 1.656 2.849 +score HOME_EMPLOYMENT 1.601 1.557 1.600 1.652 +score HOTMAIL_FOOTER1 0.0 0.0 -0.231 -0.044 +score HOTMAIL_FOOTER4 0.0 -0.164 0.0 0.0 +score HOTMAIL_FOOTER5 -0.207 0.0 0.0 0.0 +score HOT_NASTY 0.513 0.0 1.148 0.507 +score HTML_10_20 1.110 1.365 1.257 1.209 +score HTML_20_30 1.282 1.158 1.281 1.470 +score HTML_30_40 0.617 0.886 0.319 0.629 +score HTML_40_50 1.057 1.061 0.748 0.744 +score HTML_50_60 0.549 0.547 0.545 0.100 +score HTML_60_70 0.527 0.100 0.100 0.100 +score HTML_70_80 0.584 0.514 0.405 0.332 +score HTML_80_90 0.491 0.543 0.469 0.498 +score HTML_90_100 0.501 0.0 0.0 0.0 +score HTML_COMMENT_EGP -0.055 -0.264 0.0 0.0 +score HTML_COMMENT_EMAIL 0.0 +score HTML_COMMENT_SAVED_URL 1.390 1.487 1.151 0.500 +score HTML_EMBEDS 0.180 0.0 0.0 0.284 +score HTML_EVENT 0.0 +score HTML_EVENT_UNSAFE 0.0 0.0 0.257 0.211 +score HTML_FONT_BIG 0.218 0.270 0.394 0.217 +score HTML_FONT_BIG_B 0.501 0.501 0.608 0.0 score HTML_FONT_COLOR_BLUE 0.100 -score HTML_FONT_COLOR_CYAN 0 +score HTML_FONT_COLOR_CYAN 0.0 score HTML_FONT_COLOR_GRAY 0.100 -score HTML_FONT_COLOR_GREEN 0.718 0.703 1.008 0.815 -score HTML_FONT_COLOR_MAGENTA 0 0 0.604 0 -score HTML_FONT_COLOR_NAME 0.676 0.249 0.616 0 -score HTML_FONT_COLOR_NOHASH 0 +score HTML_FONT_COLOR_GREEN 0.708 0.786 0.878 0.217 +score HTML_FONT_COLOR_MAGENTA 0.0 0.0 0.595 0.0 +score HTML_FONT_COLOR_NAME 0.442 0.0 0.204 0.0 +score HTML_FONT_COLOR_NOHASH 0.0 score HTML_FONT_COLOR_RED 0.100 -score HTML_FONT_COLOR_UNKNOWN 0.222 0.104 0 0 +score HTML_FONT_COLOR_UNKNOWN 0.302 0.613 0.0 0.0 score HTML_FONT_COLOR_UNSAFE 0.100 -score HTML_FONT_COLOR_YELLOW 0 -score HTML_FONT_FACE_BAD 0 0.708 0 0.487 -score HTML_FONT_FACE_CAPS 0 -score HTML_FONT_FACE_ODD 0.118 0.211 0.023 0.571 -score HTML_FONT_INVISIBLE 0 0 0.149 0 +score HTML_FONT_COLOR_YELLOW 0.0 +score HTML_FONT_FACE_BAD 0.0 0.425 0.0 0.644 +score HTML_FONT_FACE_CAPS 0.0 +score HTML_FONT_FACE_ODD 0.085 0.293 0.0 0.315 +score HTML_FONT_INVISIBLE 0.0 0.0 0.214 0.0 score HTML_FORM_ACTION_MAILTO 1.101 4.300 1.101 1.101 -score HTML_IMAGE_AREA_04 0 0.300 0.103 0 -score HTML_IMAGE_AREA_05 0 0.776 0 0.733 -score HTML_IMAGE_AREA_06 0 -score HTML_IMAGE_AREA_07 0.614 0.810 0 0.024 -score HTML_IMAGE_ONLY_02 1.978 1.920 1.660 1.482 -score HTML_IMAGE_ONLY_04 2.087 1.920 1.735 1.846 -score HTML_IMAGE_ONLY_06 1.228 1.072 1.433 0.610 -score HTML_IMAGE_ONLY_08 0.984 0.908 0.090 0 -score HTML_IMAGE_ONLY_10 0.843 0.708 0.354 0.504 -score HTML_IMAGE_ONLY_12 0.187 0.125 0.254 0 +score HTML_IMAGE_AREA_04 0.0 +score HTML_IMAGE_AREA_05 0.046 0.319 0.0 0.495 +score HTML_IMAGE_AREA_06 0.0 +score HTML_IMAGE_AREA_07 0.492 0.988 0.0 0.0 +score HTML_IMAGE_ONLY_02 2.003 1.936 1.587 1.440 +score HTML_IMAGE_ONLY_04 1.984 1.957 1.519 1.411 +score HTML_IMAGE_ONLY_06 1.296 1.111 1.464 0.586 +score HTML_IMAGE_ONLY_08 1.065 0.743 0.0 0.0 +score HTML_IMAGE_ONLY_10 0.738 0.502 0.392 0.330 +score HTML_IMAGE_ONLY_12 0.144 0.282 0.507 0.0 score HTML_IMAGE_RATIO_02 1.101 0.500 1.101 0.500 -score HTML_IMAGE_RATIO_04 0.882 0.907 0.719 0.540 -score HTML_IMAGE_RATIO_06 0.919 0 0.121 0.812 -score HTML_IMAGE_RATIO_08 0.798 0.278 0.424 0.816 -score HTML_IMAGE_RATIO_10 0.251 0.222 0 0 -score HTML_IMAGE_RATIO_12 0.158 0.321 0 0 -score HTML_IMAGE_RATIO_14 0 0.054 0 0 -score HTML_JAVASCRIPT 0 0 0 0.354 +score HTML_IMAGE_RATIO_04 0.597 0.890 0.390 0.273 +score HTML_IMAGE_RATIO_06 0.769 0.019 0.271 0.227 +score HTML_IMAGE_RATIO_08 0.525 0.339 0.283 0.885 +score HTML_IMAGE_RATIO_10 0.141 0.092 0.0 0.0 +score HTML_IMAGE_RATIO_12 0.160 0.664 0.0 0.699 +score HTML_IMAGE_RATIO_14 0.0 +score HTML_JAVASCRIPT 0.0 0.0 0.0 0.230 score HTML_LINK_CLICK_CAPS 1.101 score HTML_LINK_CLICK_HERE 0.100 -score HTML_RELAYING_FRAME 0.707 0.475 0.371 0 -score HTML_SHOUTING3 0.187 0.770 0.058 0 -score HTML_SHOUTING4 0.500 0.504 0.530 0.761 -score HTML_SHOUTING5 0.948 0.012 0 0.528 -score HTML_SHOUTING9 0.644 2.696 0.130 2.674 +score HTML_RELAYING_FRAME 1.008 0.272 0.071 0.0 +score HTML_SHOUTING3 0.108 0.333 0.0 0.062 +score HTML_SHOUTING4 0.501 0.501 0.500 0.519 +score HTML_SHOUTING5 0.444 0.0 0.0 0.011 +score HTML_SHOUTING9 0.753 2.394 0.0 2.899 score HTML_TABLE_THICK_BORDER 1.101 1.101 1.101 0.500 -score HTML_TAG_BALANCE_A 0 -score HTML_TAG_BALANCE_BODY 0.468 0.637 0.568 0 -score HTML_TAG_BALANCE_FONT 0 -score HTML_TAG_BALANCE_HEAD 0 -score HTML_TAG_BALANCE_HTML 0.278 0 0.012 0 -score HTML_TAG_BALANCE_TABLE 0 0 0 0.354 -score HTML_TAG_EXISTS_BASE 0.203 0.077 0.166 0 -score HTML_TAG_EXISTS_PARAM 0.018 0 0 0 -score HTML_TAG_EXISTS_TBODY 0.527 0.149 0.228 0.100 -score HTML_TITLE_EMPTY 0 0 0.019 0 -score HTML_TITLE_UNTITLED 0.586 0.680 0.701 0.065 -score HTML_WEB_BUGS 0.203 0.100 0.100 0.100 -score HTML_WIN_BLUR 0 0 0.240 0 -score HTML_WIN_FOCUS 0 0.016 0 0.452 -score HTML_WIN_OPEN 0.500 0.678 0.500 0.637 -score HTML_WITH_BGCOLOR 0 0 0.100 0.100 -score HTTP_ESCAPED_HOST 0 0 0.122 0.991 -score HTTP_EXCESSIVE_ESCAPES 1.101 0.500 1.259 2.060 -score HTTP_USERNAME_USED 0.939 1.282 0.500 0.823 -score HTTP_WITH_EMAIL_IN_URL 0.786 0.479 0.778 0 -score INCOME 2.377 2.900 2.768 1.965 -score INCREASE_SEX 1.438 0.823 2.028 1.267 -score INCREASE_SOMETHING 0 1.393 1.155 1.685 -score INITIAL_INVEST 2.899 2.896 2.796 2.796 -score INSTANT_ACCESS 0 0 0.233 0.814 -score INTL_DRIVERS_LICENSE 2.900 2.900 2.900 2.655 -score INVALID_DATE 0.444 0.567 0.605 0.452 -score INVALID_MSGID 0.675 0.377 1.633 0.674 -score IN_REP_TO -3.300 -3.301 -0.600 -3.201 -score ITS_LEGAL 1.310 0.754 0.748 1.021 -score JAVASCRIPT_URI 0 0.693 0 0 -score JOIN_MILLIONS 2.499 2.052 1.951 2.346 -score KNOWN_MAILING_LIST -0.600 -0.912 -0.017 -0.601 -score LARGE_COLLECTION 0 0.105 0 0 -score LARGE_HEX 0.884 0.424 0.811 0.521 -score LIMITED_TIME_ONLY 0.328 0.084 0.101 0.403 -score LINES_OF_YELLING 0 -score LINES_OF_YELLING_2 0 -score LINES_OF_YELLING_3 0 -score LINK_TO_NO_SCHEME 0 0 0.063 0.141 -score LIVE_PORN 1.755 2.796 2.796 2.796 -score LONG_DISTANCE 1.967 2.202 0 0.747 -score LOTS_OF_STUFF 0 0 0.409 0 -score LOW_INTEREST 1.750 2.781 1.471 2.454 -score LOW_PAYMENT 2.300 2.543 2.011 2.616 -score LOW_PRICE 0.258 0 0.651 0.631 -score LUXURY_CAR 1.489 1.296 1.797 0.420 -score LYING_EYES 1.097 1.720 1.095 1.134 -score MAILER_DAEMON -0.189 0 0 -2.596 -score MAILTO_LINK 0.100 0 0.100 0 -score MAILTO_TO_REMOVE 0.259 0.426 0.171 0.272 -score MAILTO_TO_SPAM_ADDR 0.608 0.387 0.738 0.588 -score MAILTO_WITH_SUBJ 0.409 0.115 0 0.573 -score MAILTO_WITH_SUBJ_REMOVE 1.101 0.500 1.101 0.500 -score MAIL_IN_ORDER_FORM 1.059 0.780 1.467 0.886 -score MANY_EXCLAMATIONS 1.097 0.782 1.216 1.094 -score MARKETING 0.021 0.487 0.010 0.130 -score MARKETING_PARTNERS 2.261 2.111 1.598 2.082 -score MARKET_SOLUTION 2.097 2.197 2.197 1.897 -score MASS_EMAIL 0 0 0 0.595 -score MEET_SINGLES 2.796 2.796 1.462 2.311 -score MILLION_EMAIL 2.896 2.585 0.571 1.592 -score MILLION_USD 1.452 0 0.647 0 -score MIME_BOUND_DASH_DIGIT 1.681 0.413 0.559 0.881 -score MIME_BOUND_DIGITS_4 2.100 2.599 1.719 1.778 -score MIME_BOUND_HEX_24 2.412 1.537 2.107 1.629 -score MIME_BOUND_MA 0.192 0 0.394 0 -score MIME_BOUND_NEXTPART 0.427 0.361 0.376 0.307 -score MIME_DEFICIENT_QP 2.098 1.927 1.262 2.696 -score MIME_EXCESSIVE_QP 0 0 0.163 0 -score MIME_HEADER_CTYPE_ONLY 1.526 1.402 0.788 1.355 -score MIME_HTML_NO_CHARSET 0.742 0.738 0.141 0 -score MIME_HTML_ONLY 0.100 -score MIME_MISSING_BOUNDARY 0.500 0.837 0 1.617 -score MISSING_HEADERS 1.035 0.087 0.781 0 -score MISSING_MIMEOLE 0.500 0.500 0.437 0.100 -score MISSING_OUTLOOK_NAME 0.331 0.852 0.153 0 -score MLM 0.894 0.848 0.618 0.900 -score MONEY_BACK 0.900 0.645 1.398 1.328 -score MONEY_MAKING 1.700 2.651 2.696 2.047 -score MORTGAGE_BEST 1.186 2.553 1.101 1.672 -score MORTGAGE_PITCH 0.607 0.743 0.500 0.605 -score MORTGAGE_RATES 0.500 0.021 1.101 0.500 -score MSGID_CHARS_SPAM 0.275 0.439 0.691 0.399 -score MSGID_GOOD_EXCHANGE -5.801 -5.701 -5.701 -5.701 -score MSGID_HAS_NO_AT 0.100 0 0 0 -score MSGID_NO_HOST 2.793 2.900 0.730 1.908 -score MSG_ID_ADDED_BY_MTA_2 1.115 0.330 1.371 0.875 -score MSG_ID_ADDED_BY_MTA_3 0.615 0.326 0.847 0.895 -score MSN_FOOTER1 0 0 0 -1.401 -score MUST_BE_18 1.801 2.598 2.379 2.197 -score NASTY_GIRLS 2.896 2.644 2.005 2.796 -score NEW_CUSTOMER 2.008 1.582 0 1.672 -score NEW_DOMAIN_EXTENSIONS 2.044 2.599 1.695 2.013 -score NIGERIAN_BODY 2.896 2.796 3.615 2.796 -score NIGERIAN_SUBJECT2 2.397 2.297 2.599 1.360 -score NIGERIAN_SUBJECT6 2.900 2.900 0 2.474 -score NORMAL_HTTP_TO_IP 0.942 0.531 0.524 0.926 -score NO_AGE 2.569 2.696 1.829 2.497 -score NO_COST 1.085 0.882 0.977 0.252 -score NO_DISAPPOINTMENT 0 0.402 0 1.548 -score NO_EXPERIENCE 1.792 2.696 2.341 1.176 -score NO_FEE 0.392 0.012 0.428 0.114 -score NO_FORMS 2.656 2.578 1.714 2.280 -score NO_OBLIGATION 0 -score NO_PURCHASE 0.356 0.258 0.185 0.173 -score NO_QS_ASKED 0.248 2.010 1.011 0 -score NO_REAL_NAME 0.888 0.732 0.887 0.991 -score NO_STRINGS 2.244 2.697 2.699 2.696 -score NUMERIC_HTTP_ADDR 2.268 2.000 1.717 2.699 -score OBFUSCATING_COMMENT 3.851 2.682 4.299 3.939 +score HTML_TAG_BALANCE_A 0.0 +score HTML_TAG_BALANCE_BODY 0.390 0.182 0.175 0.0 +score HTML_TAG_BALANCE_FONT 0.0 +score HTML_TAG_BALANCE_HEAD 0.0 +score HTML_TAG_BALANCE_HTML 0.248 0.0 0.265 0.0 +score HTML_TAG_BALANCE_TABLE 0.0 0.192 0.0 0.307 +score HTML_TAG_EXISTS_BASE 0.201 0.0 0.0 0.0 +score HTML_TAG_EXISTS_PARAM 0.0 +score HTML_TAG_EXISTS_TBODY 0.496 0.101 0.439 0.100 +score HTML_TITLE_EMPTY 0.0 0.0 0.156 0.0 +score HTML_TITLE_UNTITLED 0.386 0.423 0.501 0.0 +score HTML_WEB_BUGS 0.542 0.100 0.100 0.100 +score HTML_WIN_BLUR 0.0 0.0 0.921 0.0 +score HTML_WIN_FOCUS 0.0 0.0 0.0 0.313 +score HTML_WIN_OPEN 0.500 0.501 0.501 0.578 +score HTML_WITH_BGCOLOR 0.0 0.0 0.100 0.100 +score HTTP_ESCAPED_HOST 0.0 0.0 0.0 0.368 +score HTTP_EXCESSIVE_ESCAPES 1.101 0.566 1.208 1.918 +score HTTP_USERNAME_USED 0.664 0.743 1.156 0.661 +score HTTP_WITH_EMAIL_IN_URL 0.461 0.254 0.564 0.0 +score INCOME 2.749 2.900 2.520 2.432 +score INCREASE_SEX 1.716 2.014 3.404 1.101 +score INCREASE_SOMETHING 0.0 0.0 1.094 1.296 +score INITIAL_INVEST 2.734 2.734 2.057 2.734 +score INSTANT_ACCESS 0.0 0.0 0.0 0.013 +score INTL_DRIVERS_LICENSE 2.900 2.900 2.900 1.987 +score INVALID_DATE 0.594 0.594 0.592 0.592 +score INVALID_MSGID 0.342 0.542 1.353 0.832 +score IN_REP_TO -0.498 -0.499 -0.498 -0.369 +score ITS_LEGAL 1.679 1.482 0.0 0.318 +score JAVASCRIPT_URI 0.0 0.017 0.0 0.0 +score JOIN_MILLIONS 2.599 2.466 1.263 2.453 +score KNOWN_MAILING_LIST -0.536 -0.872 -0.168 -0.300 +score LARGE_COLLECTION 0.0 0.0 0.0 0.033 +score LARGE_HEX 1.151 0.502 0.524 1.378 +score LIMITED_TIME_ONLY 0.324 0.250 0.230 0.034 +score LINES_OF_YELLING 0.0 +score LINES_OF_YELLING_2 0.0 +score LINES_OF_YELLING_3 0.0 +score LINK_TO_NO_SCHEME 0.0 0.0 0.0 0.290 +score LIVE_PORN 1.560 2.799 2.796 2.796 +score LONG_DISTANCE 2.477 1.989 0.435 0.298 +score LOTS_OF_STUFF 0.0 0.0 0.252 0.0 +score LOW_INTEREST 1.525 1.962 1.553 2.289 +score LOW_PAYMENT 1.975 2.764 1.519 2.198 +score LOW_PRICE 0.525 0.0 0.665 0.017 +score LUXURY_CAR 0.0 0.0 1.569 0.256 +score LYING_EYES 0.755 0.760 1.139 1.263 +score MAILER_DAEMON 0.0 0.0 0.0 -0.398 +score MAILMAN_REMINDER -1.006 0.0 0.0 -0.562 +score MAILTO_LINK 0.100 0.0 0.100 0.0 +score MAILTO_TO_REMOVE 0.274 0.299 0.092 0.273 +score MAILTO_TO_SPAM_ADDR 0.606 0.377 0.795 0.676 +score MAILTO_WITH_SUBJ 0.347 0.018 0.0 0.575 +score MAILTO_WITH_SUBJ_REMOVE 1.101 0.500 1.100 0.500 +score MAIL_IN_ORDER_FORM 0.701 0.736 0.701 1.063 +score MANY_EXCLAMATIONS 1.091 0.768 1.089 0.471 +score MARKETING 0.0 0.467 0.0 0.0 +score MARKETING_PARTNERS 2.080 2.072 1.555 2.076 +score MARKET_SOLUTION 2.095 2.199 2.297 1.897 +score MASS_EMAIL 0.0 0.0 0.0 0.482 +score MEET_SINGLES 2.796 2.799 0.967 1.595 +score MILLION_EMAIL 2.896 2.130 0.994 2.750 +score MILLION_USD 0.990 0.0 1.636 0.0 +score MIME_BOUND_DASH_DIGIT 1.579 0.0 0.736 0.579 +score MIME_BOUND_DIGITS_4 2.030 1.642 1.654 1.046 +score MIME_BOUND_HEX_24 2.154 1.732 1.975 2.309 +score MIME_BOUND_MA 0.145 0.0 0.504 0.0 +score MIME_BOUND_NEXTPART 0.426 0.355 0.439 0.163 +score MIME_DEFICIENT_QP 2.300 2.093 2.172 2.696 +score MIME_EXCESSIVE_QP 0.0 +score MIME_HEADER_CTYPE_ONLY 1.309 1.919 0.840 1.248 +score MIME_HTML_NO_CHARSET 0.638 0.759 0.365 0.0 +score MIME_HTML_ONLY 0.100 0.101 0.100 0.100 +score MIME_MISSING_BOUNDARY 0.501 0.163 0.0 1.334 +score MISSING_HEADERS 1.140 0.472 0.690 0.0 +score MISSING_MIMEOLE 0.501 0.501 0.241 0.100 +score MISSING_OUTLOOK_NAME 0.100 0.576 0.0 0.0 +score MLM 0.822 0.765 0.623 0.676 +score MONEY_BACK 0.718 1.045 1.360 1.318 +score MONEY_MAKING 1.557 2.699 2.796 2.799 +score MORTGAGE_BEST 1.101 1.683 1.101 1.740 +score MORTGAGE_PITCH 0.828 0.574 0.500 0.686 +score MORTGAGE_RATES 0.500 0.387 1.101 0.540 +score MSGID_CHARS_SPAM 0.218 0.0 1.138 0.342 +score MSGID_GOOD_EXCHANGE -0.498 -0.376 0.0 -0.142 +score MSGID_HAS_NO_AT 0.100 0.0 0.0 0.0 +score MSGID_NO_HOST 2.796 2.900 1.270 1.583 +score MSG_ID_ADDED_BY_MTA_2 1.026 0.403 1.188 0.785 +score MSG_ID_ADDED_BY_MTA_3 0.501 0.673 0.888 0.902 +score MSN_FOOTER1 0.0 -0.177 -0.496 0.0 +score MUST_BE_18 1.705 2.032 1.483 1.705 +score NASTY_GIRLS 2.896 2.799 2.451 2.796 +score NEW_CUSTOMER 1.925 1.902 0.0 1.797 +score NEW_DOMAIN_EXTENSIONS 2.053 2.228 2.174 2.292 +score NIGERIAN_BODY 2.896 2.689 2.937 2.692 +score NIGERIAN_SUBJECT2 2.497 2.299 2.578 2.497 +score NIGERIAN_SUBJECT6 2.900 2.900 0.0 1.931 +score NORMAL_HTTP_TO_IP 0.902 0.677 0.615 0.697 +score NO_AGE 1.959 2.325 0.754 2.497 +score NO_COST 1.017 0.926 0.643 0.949 +score NO_DISAPPOINTMENT 0.125 0.375 0.0 1.642 +score NO_EXPERIENCE 1.443 1.454 2.001 0.976 +score NO_FEE 0.506 0.234 0.545 0.509 +score NO_FORMS 2.530 2.478 1.907 2.481 +score NO_OBLIGATION 0.0 +score NO_PURCHASE 0.267 0.088 0.341 0.367 +score NO_QS_ASKED 0.147 2.133 0.892 0.0 +score NO_REAL_NAME 0.993 0.820 1.137 1.149 +score NO_STRINGS 2.092 2.699 2.349 2.699 +score NUMERIC_HTTP_ADDR 1.134 0.237 0.0 1.551 +score OBFUSCATING_COMMENT 3.121 2.596 4.299 3.170 score OFFER 0.100 -score OFFERS_ETC 0.454 0.624 0.100 0.443 -score OFFSHORE_SCAM 0.801 2.696 2.497 2.497 -score ONCE_IN_LIFETIME 0 0.736 1.187 0.302 -score ONE_TIME 0 0 0 0.047 -score ONE_TIME_MAILING 1.486 1.400 1.438 1.626 -score ONLINE_PHARMACY 2.899 1.992 2.430 2.405 -score ONLY_COST 0 0.197 0.169 0 -score OPPORTUNITY 1.509 0.908 2.699 2.360 -score OPPORTUNITY_2 1.562 1.331 0.535 0.715 -score OPT_HEADER 2.690 0.445 4.070 0.177 -score OPT_IN 1.316 0.298 1.288 1.160 -score OPT_IN_CAPS 0.377 0.235 0.428 0.625 -score OPT_OUT 1.195 0 1.419 0 -score OPT_OUT_CAPS 1.774 0 1.260 0 -score ORDER_NOW 0 -score PATCH_CONTEXT_DIFF -2.900 -2.900 0 0 -score PAY_SITE 2.683 2.796 2.712 2.638 -score PENIS_ENLARGE 2.342 2.174 2.342 2.469 -score PENIS_ENLARGE2 2.290 2.799 0.909 2.126 -score PGP_SIGNATURE -6.400 -6.300 -5.701 -5.701 -score PHONE_CANCER 0.508 0.718 0 0 -score PLING_PLING 1.605 1.761 1.758 1.664 -score PLING_QUERY 0.252 0.191 1.072 0 -score PORN_16 2.896 2.896 2.166 2.799 -score PORN_4 2.371 2.599 1.457 2.135 -score PORN_6 1.560 2.613 2.900 1.764 -score PRINT_FORM_SIGNATURE 2.271 0.787 1.209 0.349 -score PRIORITY_NO_NAME 0.586 0.539 0.685 0.584 -score PRIZE 0 0.236 0.161 0.129 -score PROMOTION 2.016 2.648 1.180 0.065 -score QUOTED_EMAIL_TEXT -3.301 -3.201 -3.201 -3.201 -score QUOTE_TWICE_1 -0.600 -0.600 -0.601 -0.600 -score Q_FOR_SELLER -1.124 -0.176 -1.643 -2.275 -score RAPE 1.364 1.606 0.111 0.765 -score RATWARE_EMWAC 2.896 0.756 2.614 0.188 -score RATWARE_HASH_2 1.369 1.722 0.890 1.231 -score RATWARE_HASH_2_V2 0.990 1.017 1.547 1.035 -score RATWARE_SCREWUP_2 0 -score RCVD_FAKE_HELO_DOTCOM 4.127 2.269 3.659 3.599 -score RCVD_FAKE_HELO_DOTCOM_2 2.703 2.553 1.576 2.796 -score READ_TO_END 2.900 2.900 2.900 2.657 -score RECEIVE_OFFER 0.500 0.500 1.101 0.500 -score REFINANCE_NOW 1.825 2.279 2.900 2.272 -score REFINANCE_YOUR_HOME 0.160 1.097 0 0 -score REMOVAL_INSTRUCTIONS 0.664 0 0.617 0.126 -score REMOVE_FROM_LIST 0 -score REMOVE_IN_QUOTES 0.185 0.366 0.166 0.604 -score REMOVE_PAGE 0.318 0.100 0.365 0.303 -score REMOVE_POSTAL 3.760 3.039 4.237 1.671 -score REMOVE_SUBJ 1.639 0.813 1.193 0.440 -score REPLY_REMOVE_SUBJECT 0 0 0.259 0 -score REPLY_TO_EMPTY 1.866 0.767 0.561 1.566 -score REPLY_TO_HAS_UNDERLINE_NUMS 0.745 0.500 1.744 0.001 -score RESENT_TO -2.444 -0.753 -1.683 0 -score REVERSE_AGING 3.179 3.268 2.402 2.880 -score RICH 2.296 0.662 1.645 1.172 -score RISK_FREE 0.844 0.994 0.762 0.664 -score ROUND_THE_WORLD_LOCAL 2.391 2.796 2.102 2.596 -score SATISFACTION 0.285 0.913 0.840 0.712 -score SAVE_BUCKS 0 -score SAVE_MONEY 0 -score SAVE_ON_INSURANCE 1.769 0.884 2.796 2.567 -score SAVE_THOUSANDS 0.714 2.119 1.498 1.570 -score SAVE_UP_TO 0.224 0 0 0 -score SAVINGS 0.198 0 0 0 -score SEARCH_ENGINE_PROMO 1.155 1.705 1.995 1.997 -score SECTION_301 1.101 3.188 1.101 1.101 -score SEDUCTION 0.289 2.031 0.317 0.389 -score SEE_FOR_YOURSELF 0.467 0.473 0.958 0.192 -score SELECTED_YOU 0 0 0.033 0.282 -score SEMIFORGED_HOTMAIL_RCVD 2.061 1.677 2.596 1.527 -score SERIOUS_CASH 1.088 2.699 1.570 1.610 -score SHOPPING_SPREE 0 0.705 0 1.990 -score SIGNATURE_LONG_SPARSE -5.801 -5.801 -3.101 -5.801 -score SIGNATURE_SHORT_DENSE 0 -score SIGNATURE_SHORT_SPARSE 0 0 0 -0.601 -score SMTPD_IN_RCVD 0.368 0 0.509 0.444 -score SOME_BREAKTHROUGH 0.715 1.849 1.024 0.923 -score SORTED_RECIPS 3.022 3.940 2.796 3.227 -score START_NOW_CAPS 2.900 2.900 0.643 1.997 -score STOCK_ALERT 2.796 -score STOCK_PICK 0.121 2.796 2.350 1.453 -score STRONG_BUY 1.230 2.117 0.166 2.700 -score SUBJECT_APPROVED 2.796 1.052 2.451 2.214 -score SUBJ_2_CREDIT 1.861 1.244 1.411 0 -score SUBJ_ALL_CAPS 1.115 1.054 0.849 0.664 -score SUBJ_AS_SEEN 0.969 2.545 1.579 2.559 -score SUBJ_BUY 0.908 2.074 0.862 1.396 -score SUBJ_DOLLARS 1.719 0.822 0.846 1.372 -score SUBJ_DOUBLE_YOUR 2.796 2.111 2.108 2.433 -score SUBJ_FOR_ONLY 1.272 0.841 0 1.271 -score SUBJ_FREE_CAP 0.411 0.695 0 0.512 -score SUBJ_HAS_SPACES 2.425 2.026 1.101 2.329 -score SUBJ_HAS_UNIQ_ID 1.485 0.820 0.831 0.953 -score SUBJ_REMOVE 1.101 0.500 1.263 0.500 -score SUBJ_VIAGRA 2.896 2.165 2.631 3.434 -score SUBJ_YOUR_DEBT 0.700 0.713 0.701 0.701 -score SUBJ_YOUR_OWN 1.310 1.232 1.373 1.601 -score SUB_FREE_OFFER 0.339 0.488 0.224 0.383 -score SUB_HELLO 2.067 2.696 2.497 2.391 -score SUPPLIES_LIMITED 0 0 0 0.244 -score SUSPICIOUS_RECIPS 2.052 1.953 1.972 3.407 -score TARGETED 2.796 2.796 2.739 1.993 -score THE_BEST_RATE 4.300 4.141 3.954 4.284 -score THE_FOLLOWING_FORM 0.484 1.400 1.639 2.270 -score THIS_AINT_SPAM 2.087 2.799 1.594 2.796 -score THIS_IS_AN_AD 1.172 2.067 2.900 1.287 -score TONER 1.341 1.494 1.546 1.197 -score TO_ADDRESS_EQ_REAL 0.411 0 1.089 0.431 -score TO_EMPTY 2.280 2.596 2.596 2.497 -score TO_HAS_SPACES 0.257 0 0 0 -score TO_MALFORMED 1.146 1.085 1.697 1.803 -score TO_NO_USER 2.796 2.796 2.696 2.124 -score TRACKER_ID 2.560 4.295 3.249 4.295 -score UNCLAIMED_MONEY 1.368 1.698 1.707 1.807 -score UNIVERSITY_DIPLOMAS 2.303 0.434 2.900 2.108 -score UNSECURED_CREDIT 2.896 1.214 2.366 1.884 -score UNSUB_PAGE 0.267 0 0.259 0.011 -score UNSUB_SCRIPT 0.317 0.150 0 0.018 -score UPPERCASE_25_50 1.555 1.132 0.860 0.584 -score UPPERCASE_50_75 0.840 0 0.334 0.478 -score UPPERCASE_75_100 0 -score UP_TO_OR_MORES 0.752 2.796 0.297 1.476 -score URGENT_BIZ 2.397 2.153 2.799 2.696 -score URI_IS_POUND 1.579 0.632 0.829 0.534 -score USERPASS 1.239 1.043 2.207 1.027 -score USER_4U2 2.696 2.015 1.420 2.485 -score USER_AGENT 0 -score USER_AGENT_APPLEMAIL 0 -2.092 0 -3.101 -score USER_AGENT_ENTOURAGE 0 0 0 -5.701 -score USER_AGENT_GNUS_XM -1.897 -1.997 -1.240 -1.808 -score USER_AGENT_IMP 0 -1.401 0 -0.475 -score USER_AGENT_MACOE -3.101 -3.101 0 -3.101 -score USER_AGENT_MOZILLA_XM -0.236 0 0 0 -score USER_AGENT_PINE -5.801 -5.801 -5.701 -5.701 -score USER_AGENT_VM -5.801 -5.701 -5.701 -5.701 -score US_DOLLARS 0.326 1.375 0.770 1.513 -score US_DOLLARS_3 1.469 0.579 1.882 1.475 -score VACATION_SCAM 0.415 0.905 0.813 0.291 -score VERB_UP_TO_OR_MORES 0 1.639 0.851 0.702 -score VERY_SUSP_RECIPS 2.417 1.145 2.439 0.944 -score VIAGRA 1.249 2.162 0.122 0.567 -score VIAGRA_ONLINE 0.700 0.864 2.900 0.701 -score WANTS_CREDIT_CARD 1.738 2.796 2.796 2.494 -score WEIRD_PORT 0 0.558 0 0 -score WEIRD_QUOTING 0.426 2.275 0.642 2.308 -score WE_HATE_SPAM 2.799 1.744 2.900 1.650 -score WE_HATE_SPAM2 1.160 2.816 2.799 0.701 -score WE_PROMISE_YOU 1.982 2.545 2.506 0.636 -score WHILE_SUPPLIES 0.222 0 0.195 0 -score WHILE_YOU_SLEEP 3.484 4.219 4.299 2.644 -score WHY_PAY_MORE 0 0.934 1.287 2.200 -score WHY_WAIT 1.021 1.090 0.691 0.931 -score WORK_AT_HOME 1.223 0.440 1.717 0 -score X_ACCEPT_LANG 0 -score X_AUTH_WARNING -1.008 -1.513 -0.137 -1.409 -score X_ESMTP 0.969 0.423 0.683 1.124 -score X_GCMULTI 1.797 1.697 2.197 1.797 -score X_LIBRARY 1.566 1.740 1.429 2.332 +score OFFERS_ETC 0.337 0.823 0.100 0.366 +score OFFSHORE_SCAM 1.057 2.699 2.107 2.495 +score ONCE_IN_LIFETIME 0.0 0.225 0.506 0.972 +score ONE_TIME 0.0 0.0 0.097 0.0 +score ONE_TIME_MAILING 1.480 0.951 0.737 1.053 +score ONLINE_PHARMACY 2.681 0.855 1.729 2.676 +score ONLY_COST 0.0 0.0 0.220 0.0 +score OPPORTUNITY 1.101 1.482 2.690 0.680 +score OPPORTUNITY_2 1.067 1.259 0.0 0.958 +score OPT_HEADER 2.553 0.131 3.959 0.939 +score OPT_IN 1.260 0.469 1.335 0.756 +score OPT_IN_CAPS 0.535 0.177 0.714 0.370 +score OPT_OUT 1.225 0.042 2.184 0.541 +score OPT_OUT_CAPS 1.434 0.0 1.127 0.0 +score ORDER_NOW 0.0 +score ORIGINAL_MESSAGE -0.498 -0.499 -0.500 -0.499 +score PATCH_CONTEXT_DIFF 0.0 -0.188 -0.100 -0.288 +score PATCH_UNIFIED_DIFF -0.499 -0.499 -0.388 -0.498 +score PAY_SITE 2.796 2.534 2.653 2.213 +score PENIS_ENLARGE 2.796 1.388 1.483 1.716 +score PENIS_ENLARGE2 2.098 1.291 0.544 2.098 +score PGP_SIGNATURE -2.899 -2.853 -1.401 -2.271 +score PGP_SIGNATURE_2 -2.595 -2.454 -2.715 -2.207 +score PHONE_CANCER 0.0 +score PLING_PLING 1.746 1.744 1.860 2.033 +score PLING_QUERY 0.382 0.699 0.867 0.070 +score PORN_16 2.896 2.899 2.009 2.457 +score PORN_4 2.076 2.494 0.907 1.989 +score PORN_6 2.772 2.786 2.900 2.511 +score PRINT_FORM_SIGNATURE 2.704 1.309 2.363 2.564 +score PRIORITY_NO_NAME 0.461 0.456 0.725 0.442 +score PRIZE 0.0 0.117 0.122 0.236 +score PROMOTION 2.278 2.590 1.042 0.800 +score QUOTED_EMAIL_TEXT -0.498 -0.481 -0.472 -0.380 +score QUOTE_TWICE_1 -0.283 0.0 -0.498 0.0 +score Q_FOR_SELLER -0.499 -0.278 -0.399 -0.399 +score RAPE 1.469 2.314 1.322 0.822 +score RATWARE_EMWAC 2.896 2.017 2.283 1.587 +score RATWARE_HASH_2 1.313 1.414 1.465 1.901 +score RATWARE_HASH_2_V2 0.995 1.890 1.192 1.132 +score RATWARE_SCREWUP_2 0.0 +score RCVD_FAKE_HELO_DOTCOM 1.791 2.606 2.264 3.434 +score RCVD_FAKE_HELO_DOTCOM_2 2.335 2.404 1.221 2.799 +score READ_TO_END 2.900 2.900 2.900 2.359 +score RECEIVE_OFFER 0.501 0.501 1.101 0.501 +score REFERENCES -0.498 -0.499 -0.498 -0.001 +score REFINANCE_NOW 2.899 2.183 2.900 2.899 +score REFINANCE_YOUR_HOME 0.0 0.896 0.855 0.0 +score REMOVAL_INSTRUCTIONS 0.611 0.0 0.502 0.0 +score REMOVE_FROM_LIST 0.0 0.012 0.0 0.0 +score REMOVE_IN_QUOTES 0.001 0.197 0.001 0.301 +score REMOVE_PAGE 0.313 0.265 0.675 0.401 +score REMOVE_POSTAL 3.446 2.790 4.299 2.753 +score REMOVE_SUBJ 1.626 0.917 1.328 0.657 +score REPLY_REMOVE_SUBJECT 0.0 +score REPLY_TO_EMPTY 1.805 0.498 0.586 1.875 +score REPLY_TO_HAS_UNDERLINE_NUMS 0.500 0.501 1.820 0.001 +score REPLY_WITH_QUOTES -0.497 -0.497 0.0 0.0 +score RESENT_TO -0.498 -0.192 -0.398 0.0 +score REVERSE_AGING 2.230 2.118 3.386 2.129 +score RICH 2.068 0.944 2.068 2.259 +score RISK_FREE 0.823 0.887 0.866 0.753 +score ROUND_THE_WORLD_LOCAL 2.594 2.799 1.861 2.597 +score SATISFACTION 0.530 0.527 0.649 0.690 +score SAVE_BUCKS 0.0 +score SAVE_MONEY 0.0 +score SAVE_ON_INSURANCE 1.629 0.262 2.796 2.796 +score SAVE_THOUSANDS 0.711 1.931 1.392 1.590 +score SAVE_UP_TO 0.0 +score SAVINGS 0.377 0.036 0.0 0.501 +score SEARCH_ENGINE_PROMO 1.027 1.545 1.800 1.997 +score SECTION_301 1.101 1.660 1.101 1.101 +score SEDUCTION 0.0 0.762 0.442 0.738 +score SEE_FOR_YOURSELF 0.462 0.477 0.996 0.524 +score SELECTED_YOU 0.0 0.0 0.237 0.0 +score SEMIFORGED_HOTMAIL_RCVD 1.854 1.654 2.667 1.352 +score SERIOUS_CASH 1.493 2.409 1.729 2.197 +score SHOPPING_SPREE 0.0 0.551 0.0 1.375 +score SIGNATURE_LONG_DENSE -0.499 -0.221 0.0 -0.491 +score SIGNATURE_LONG_SPARSE -0.498 0.0 -0.497 -0.494 +score SIGNATURE_SHORT_DENSE 0.0 +score SIGNATURE_SHORT_SPARSE 0.0 +score SMTPD_IN_RCVD 0.529 0.0 1.131 0.602 +score SOME_BREAKTHROUGH 0.712 1.688 1.298 0.410 +score SORTED_RECIPS 2.948 2.847 2.796 3.020 +score START_NOW_CAPS 2.900 2.900 1.592 1.997 +score STOCK_ALERT 2.857 2.799 2.796 2.729 +score STOCK_PICK 0.0 0.0 0.812 0.182 +score STRONG_BUY 0.175 1.168 0.820 1.328 +score SUBJECT_APPROVED 2.896 2.630 2.793 2.799 +score SUBJ_2_CREDIT 1.838 1.506 2.134 0.0 +score SUBJ_ALL_CAPS 1.099 1.148 0.817 0.491 +score SUBJ_AS_SEEN 0.985 2.799 1.322 1.144 +score SUBJ_BUY 0.813 1.898 0.808 1.586 +score SUBJ_DOLLARS 1.751 0.228 0.780 0.957 +score SUBJ_DOUBLE_YOUR 1.611 0.478 1.609 1.227 +score SUBJ_FOR_ONLY 1.528 0.193 0.0 0.417 +score SUBJ_FREE_CAP 0.358 0.701 0.0 0.580 +score SUBJ_HAS_SPACES 1.388 1.702 1.519 3.531 +score SUBJ_HAS_UNIQ_ID 1.082 1.254 0.668 0.453 +score SUBJ_REMOVE 1.101 0.500 1.132 0.625 +score SUBJ_VIAGRA 2.896 2.592 1.878 3.482 +score SUBJ_YOUR_DEBT 0.701 0.701 0.700 0.732 +score SUBJ_YOUR_OWN 0.935 1.544 1.322 1.532 +score SUB_FREE_OFFER 0.359 0.0 0.368 0.294 +score SUB_HELLO 2.149 2.699 2.497 2.559 +score SUPPLIES_LIMITED 0.0 0.0 0.076 0.543 +score SUSPICIOUS_RECIPS 2.067 2.117 1.620 1.947 +score TARGETED 2.896 2.799 2.439 2.615 +score THE_BEST_RATE 4.300 3.956 3.915 2.934 +score THE_FOLLOWING_FORM 0.0 0.258 1.126 1.184 +score THIS_AINT_SPAM 1.615 1.875 2.015 2.799 +score THIS_IS_AN_AD 1.177 1.869 2.900 1.296 +score TONER 1.295 1.716 1.437 1.168 +score TO_ADDRESS_EQ_REAL 0.635 0.0 1.198 0.209 +score TO_EMPTY 1.994 2.596 1.725 2.497 +score TO_HAS_SPACES 0.037 0.0 0.0 0.0 +score TO_MALFORMED 1.347 1.523 1.820 1.611 +score TO_NO_USER 2.796 2.799 2.796 2.324 +score TRACKER_ID 2.574 3.376 2.898 4.295 +score UNCLAIMED_MONEY 1.684 1.640 1.624 1.684 +score UNIVERSITY_DIPLOMAS 2.507 1.991 2.900 2.360 +score UNSECURED_CREDIT 1.823 1.097 2.200 0.709 +score UNSUB_PAGE 0.159 0.0 0.181 0.0 +score UNSUB_SCRIPT 0.087 0.192 0.0 0.0 +score UPPERCASE_25_50 1.465 1.242 0.961 0.968 +score UPPERCASE_50_75 0.785 0.391 0.0 0.613 +score UPPERCASE_75_100 0.0 +score UP_TO_OR_MORES 0.335 2.799 0.837 1.640 +score URGENT_BIZ 0.565 0.151 0.0 0.0 +score URI_IS_POUND 1.258 1.385 0.132 1.090 +score USERPASS 1.487 1.458 1.788 1.297 +score USER_4U2 2.696 2.599 1.645 2.201 +score USER_AGENT 0.001 +score USER_AGENT_APPLEMAIL 0.001 +score USER_AGENT_ENTOURAGE 0.001 +score USER_AGENT_FORTE -0.443 -0.454 -0.499 -0.499 +score USER_AGENT_GNUS_UA -0.480 -0.499 -0.499 -0.480 +score USER_AGENT_GNUS_XM -0.298 -0.299 -0.166 -0.141 +score USER_AGENT_IMP -0.460 -0.347 -0.180 -0.407 +score USER_AGENT_KMAIL -0.399 0.001 -0.299 -0.470 +score USER_AGENT_MACOE 0.001 +score USER_AGENT_MOZILLA_UA -0.498 0.001 -0.498 0.001 +score USER_AGENT_MOZILLA_XM -0.275 0.001 0.001 0.001 +score USER_AGENT_MSN -2.439 -2.468 -0.716 -2.298 +score USER_AGENT_MUTT -2.899 -2.494 -2.803 -2.801 +score USER_AGENT_PINE 0.001 +score USER_AGENT_TONLINE -0.425 -0.499 -0.189 -0.349 +score USER_AGENT_VM 0.001 0.001 0.001 -0.061 +score USER_AGENT_XIMIAN -2.899 -2.355 -2.663 -2.707 +score US_DOLLARS 0.0 1.542 0.0 1.137 +score US_DOLLARS_3 0.971 0.852 1.758 0.917 +score VACATION_SCAM 0.738 1.853 1.433 0.482 +score VERB_UP_TO_OR_MORES 0.0 1.178 0.0 2.273 +score VERY_SUSP_RECIPS 2.540 2.221 2.195 2.799 +score VIAGRA 0.0 +score VIAGRA_ONLINE 0.701 0.701 2.900 1.045 +score WANTS_CREDIT_CARD 2.043 2.799 2.796 2.796 +score WEIRD_PORT 0.0 0.653 0.0 0.424 +score WEIRD_QUOTING 1.066 1.545 0.313 1.923 +score WE_HATE_SPAM 1.937 1.199 2.900 2.090 +score WE_HATE_SPAM2 0.962 2.847 2.786 1.354 +score WE_PROMISE_YOU 1.753 2.384 1.173 2.298 +score WHILE_SUPPLIES 0.145 0.0 0.275 0.0 +score WHILE_YOU_SLEEP 1.391 1.683 1.101 1.155 +score WHY_PAY_MORE 0.0 0.755 1.588 2.305 +score WHY_WAIT 1.094 1.093 0.728 0.925 +score WORK_AT_HOME 1.116 0.546 1.114 0.0 +score X_ACCEPT_LANG 0.0 -0.095 0.0 0.0 +score X_AUTH_WARNING -0.498 -0.399 0.0 -0.398 +score X_ESMTP 0.985 0.522 0.834 0.804 +score X_GCMULTI 1.997 1.699 2.297 1.797 +score X_LIBRARY 1.454 1.594 1.593 1.591 score X_LOOP 0.001 -score X_MAILING_LIST -0.001 -0.001 -0.001 -3.101 -score X_MAIL_ID_PRESENT 0.701 0.700 0.701 0.392 -score X_MSMAIL_PRIORITY_HIGH 0.404 0 0 0.021 -score X_PRIORITY_HIGH 1.919 1.989 0.815 1.873 -score X_SERV_HOST_PRESENT 0.701 0.700 0.701 0.234 -score YAHOO_MSGID_ADDED 0 -score YOUR_INCOME 2.256 2.129 1.533 2.696 -score YOU_WON 0 0.946 0.054 0.828 +score X_MAILING_LIST 0.001 +score X_MAIL_ID_PRESENT 0.700 0.700 0.701 0.381 +score X_MSMAIL_PRIORITY_HIGH 0.0 0.0 0.0 0.408 +score X_PRIORITY_HIGH 1.937 1.886 0.899 1.905 +score X_SERV_HOST_PRESENT 0.701 0.701 0.701 0.221 +score YAHOO_MSGID_ADDED 0.0 +score YOUR_INCOME 2.182 2.540 1.807 2.696 +score YOU_WON 0.0 0.561 0.137 1.070 score AZOOGLE 2.900 score BANG_OPRAH 4.300 -score BE_BOSS 2.893 2.900 2.541 2.900 +score BE_BOSS 2.896 2.900 2.101 2.900 score BTAMAIL_HEADER 2.900 -score BUGZILLA_BUG -6.400 -6.300 -2.900 -6.300 score CABLE_CONVERTER 2.900 score CENTS_ON_DOLLAR 2.900 score CHINA_HEADER 2.900 score CHINA_URL 2.900 score COMPLAIN_TO 2.900 -score CONFIRMED_FORGED 4.300 +score CONFIRMED_FORGED 4.400 4.300 4.300 4.300 score COPY_ACCURATELY 2.900 -score CUM_SHOT 1.675 2.900 1.141 2.900 -score DATE_IN_FUTURE_24_48 2.696 2.596 2.696 2.900 +score CUM_SHOT 1.676 2.900 1.386 2.900 +score DATE_IN_FUTURE_24_48 2.696 2.599 2.729 2.900 score DATE_YEAR_ZERO_FIRST 4.300 -score DEBIAN_BTS_BUG -5.701 -5.801 0 -2.900 score DIG_UP_INFO 2.900 score DOMAINS_CHEAP 2.900 -score EARNINGS 1.964 2.900 1.706 2.900 +score EARNINGS 1.381 2.900 2.117 2.900 score EASY_TERMS 2.900 -score EMAIL_ATTRIBUTION -6.600 -6.500 -6.500 -6.500 score EXCUSE_20 2.900 score EXCUSE_22 2.900 score EXCUSE_23 2.900 @@ -635,43 +651,40 @@ score FAKED_UNDISC_RECIPS 4.300 score FALLING_INTEREST 2.900 score FINANCIAL 4.300 -score FORGED_AOL_RCVD 4.300 +score FORGED_AOL_RCVD 4.400 4.300 4.300 4.300 score FORGED_GW05_RCVD 2.900 score FORGED_MX_HOTMAIL 2.900 score FORGED_TELESP_RCVD 2.900 -score FREE_CELL_PHONE 2.166 2.801 2.541 2.900 -score FREE_GRANT 0.700 2.900 1.504 2.900 +score FREE_CELL_PHONE 1.873 2.794 1.902 2.900 +score FREE_GRANT 0.701 2.900 2.420 2.900 score FREE_INSTALL 2.900 2.900 2.796 2.900 -score FREE_QUOTE_INSTANT 2.896 2.900 2.748 2.900 +score FREE_QUOTE_INSTANT 2.896 2.900 2.470 2.900 score FRIEND_PUBLIC 2.900 score FROM_NUM_AT_WEBMAIL 2.900 -score FURTHER_TRANSMISSIONS 1.101 2.900 0.700 2.900 +score FURTHER_TRANSMISSIONS 1.101 2.900 0.701 2.900 score GENTLE_FEROCITY 2.900 -score GENUINE_EBAY_RCVD -2.600 -2.900 -1.401 -2.900 -score GET_STARTED_NOW 0.341 2.900 0.442 2.900 +score GET_STARTED_NOW 0.060 2.900 0.139 2.900 score HIDDEN_ASSETS 2.900 score HR_3113 4.300 4.300 2.900 2.900 score HR_4176 2.900 score HTML_ALL_CAPS 2.900 score HTML_COMMENT_8BITS 2.900 -score HTML_COMMENT_SKY 1.752 2.001 4.300 4.300 -score HTML_IMAGE_AREA_08 2.900 2.900 0 2.900 -score HTML_IMAGE_AREA_09 2.900 -score HTML_SHOUTING6 2.896 2.900 2.594 2.900 -score HTML_SHOUTING7 1.708 2.900 2.630 2.900 +score HTML_COMMENT_SKY 1.101 1.814 4.300 4.300 +score HTML_IMAGE_AREA_08 2.900 2.900 0.0 2.900 +score HTML_SHOUTING6 2.712 2.900 2.304 2.900 +score HTML_SHOUTING7 2.149 2.900 2.799 2.900 score HTML_SHOUTING8 2.900 -score HTTP_CTRL_CHARS_HOST 0.700 2.900 2.505 2.900 -score IDENT_NOBODY 1.000 2.900 1.012 2.900 -score IMPOTENCE 2.381 2.900 0.518 2.900 +score HTTP_CTRL_CHARS_HOST 0.700 2.900 1.561 2.900 +score IDENT_NOBODY 0.881 2.900 1.904 2.900 +score IMPOTENCE 2.796 2.900 2.077 2.900 score INVALID_DATE_TZ_ABSURD 4.400 4.300 4.300 4.300 score INVALUABLE_MARKETING 2.900 score JODY 2.900 score KIFF 2.900 -score KOREAN_UCE_SUBJECT 4.300 -score LESBIAN 2.507 2.206 2.076 2.900 +score KOREAN_UCE_SUBJECT 4.400 4.300 4.300 4.300 +score LESBIAN 1.331 1.347 1.105 2.900 score LOSE_POUNDS 4.300 4.300 2.900 2.900 score LOTS_OF_CC_LINES 2.900 -score MAILMAN_REMINDER -1.505 0 0 -2.900 score MARKUP_RAND 2.900 score MDAEMON_2_7_4 2.900 score MEGA_SITE 2.900 @@ -679,49 +692,46 @@ score MIME_BOUND_HASHES 2.900 score MIME_BOUND_MANY_HEX 2.900 score MIME_BOUND_OPTIN 2.900 -score MIME_BOUND_RKFINDY 1.799 2.900 2.900 2.900 +score MIME_BOUND_RKFINDY 2.157 2.900 2.900 2.900 score MIME_BOUND_TEP 2.900 score MIME_ODD_CASE 4.400 4.300 4.300 4.300 score MORTGAGE_NETWORK 2.900 score MORTGAGE_WAITING 2.900 score MSGID_3_DOLLARS 2.900 score MSGID_4NUMS_DOLLAR 2.900 -score MSGID_OE_SPAM_4ZERO 1.558 3.255 4.300 4.300 -score MSGID_OUTLOOK_TIME 4.400 +score MSGID_OE_SPAM_4ZERO 2.129 3.489 4.300 4.300 +score MSGID_OUTLOOK_TIME 4.500 4.400 4.400 4.400 score MSGID_SPAMSIGN_1 2.900 score MSGID_SPAMSIGN_6LETTER 4.400 4.400 4.300 4.300 score MSGID_SPAMSIGN_ZEROES 4.400 4.300 4.300 4.300 score MULTI_FORGED 4.300 score NEVER_ANOTHER 2.900 -score NIGERIAN_SUBJECT1 2.900 2.900 1.935 2.900 +score NIGERIAN_SUBJECT1 2.900 2.900 2.379 2.900 score NONEXISTENT_CHARSET 2.900 score NOT_ADVISOR 2.900 score NOT_INTENDED 2.900 score NOT_MLM 2.900 -score NO_CATCH 2.900 2.900 2.699 2.900 +score NO_CATCH 2.900 2.900 2.111 2.900 score NO_CREDIT_CHECK 2.900 -score NO_INVENTORY 1.768 2.900 1.574 2.900 -score NO_INVESTMENT 2.793 2.900 2.596 2.900 -score NO_MEDICAL 2.900 2.900 0 2.900 +score NO_INVENTORY 2.899 2.900 2.291 2.900 +score NO_INVESTMENT 2.796 2.900 2.696 2.900 +score NO_MEDICAL 2.900 2.900 0.0 2.900 score OBSCURED_EMAIL 2.896 2.900 2.900 2.900 score ONLINE_BIZ_OPS 2.900 score ORDER_REPORT 2.900 -score ORIGINAL_MESSAGE -3.101 -3.101 -6.300 -6.300 score OUR_AFFILIATE_PARTNERS 2.900 score OUR_OVERWHELMING_GROWTH 2.900 -score OUR_PRIVACY_POLICY 2.900 2.900 1.248 2.900 +score OUR_PRIVACY_POLICY 2.900 2.900 1.998 2.900 score OUR_STRICT_ANTI 2.900 -score PATCH_UNIFIED_DIFF -6.027 -6.027 -2.900 -6.300 score PENNIES_A_DAY 2.900 -score PGP_SIGNATURE_2 -6.400 -6.300 -6.300 -6.300 -score PORN_15 2.900 2.900 1.666 2.900 +score PORN_15 2.900 2.900 2.409 2.900 score PORN_MEMBERSHIP 2.900 score PORN_PASSWORD 2.900 score PREST_NON_ACCREDITED 2.900 -score PURE_PROFIT 1.624 2.900 0.534 2.900 -score RATWARE_CHARSET_V2 2.900 0 0 2.900 -score RATWARE_DIRECT_EMAIL 2.900 2.900 0 2.900 -score RATWARE_EGROUPS 1.537 4.300 1.412 4.300 +score PURE_PROFIT 1.992 2.900 1.039 2.900 +score RATWARE_CHARSET_V2 2.900 0.0 0.0 2.900 +score RATWARE_DIRECT_EMAIL 2.900 2.900 0.0 2.900 +score RATWARE_EGROUPS 1.601 4.300 1.177 4.300 score RATWARE_EVAMAIL 2.900 score RATWARE_FLOAT 2.900 score RATWARE_GROUPMAIL 2.900 @@ -737,23 +747,20 @@ score RATWARE_VC_IPA 2.900 score RATWARE_XMAILER 2.900 score RCVD_BY_QVES_COM 2.900 -score RECEIVED_IDENT_CACHEFLOW 0.630 2.900 0.462 2.900 +score RECEIVED_IDENT_CACHEFLOW 2.395 2.900 1.007 2.900 score RECEIVED_IDENT_SQUID 2.900 score RECEIVE_EMAIL 2.900 -score REFERENCES -6.600 -6.600 -6.500 -6.500 score REMOVE_RESPECT 4.300 -score REPLY_WITH_QUOTES -6.600 -6.500 -6.400 -6.500 -score RESISTANCE_IS_FUTILE 0.977 1.355 0.700 2.900 +score RESISTANCE_IS_FUTILE 1.228 1.133 0.700 2.900 score SAFEGUARD_NOTICE 2.900 score SENT_IN_COMPLIANCE 1.101 4.300 1.101 4.300 -score SEX_FEST 0.923 2.900 2.498 2.900 -score SIGNATURE_LONG_DENSE -6.400 -6.300 -6.300 -6.300 -score STOP_SNORING 2.900 2.900 2.239 2.900 +score SEX_FEST 1.233 2.900 0.263 2.900 +score STOP_SNORING 2.900 2.900 0.0 2.900 score SUBJ_FREE_INSTANT 2.900 score SUBJ_FULL_OF_8BITS 4.400 4.300 4.300 4.300 score SUBJ_GUARANTEED 2.900 score SUBJ_HAS_TIME_ID 2.900 -score SUBJ_LIFE_INSURANCE 1.948 2.900 1.743 2.900 +score SUBJ_LIFE_INSURANCE 2.424 2.900 2.021 2.900 score SUBJ_NOW_ONLY 2.900 score SUBJ_YOUR_FAMILY 2.900 score TAKE_ACTION_NOW 2.900 @@ -762,104 +769,97 @@ score UCE_MAIL_ACT 4.300 4.300 2.900 2.900 score UNDER_BILL_1618 4.300 score USERNAME_IN_SUBJECT 2.900 -score USER_AGENT_FORTE -2.900 -score USER_AGENT_GNUS_UA -6.400 -6.300 -2.900 -6.300 -score USER_AGENT_KMAIL -5.800 -5.801 -6.300 -6.400 -score USER_AGENT_MOZILLA_UA -5.801 -5.800 -5.701 -6.300 -score USER_AGENT_MSN -2.900 -score USER_AGENT_MUTT -6.400 -6.400 -6.300 -6.300 -score USER_AGENT_TONLINE -2.900 -score USER_AGENT_XIMIAN -6.400 -6.300 -6.300 -6.300 score USE_IDENTITY 2.900 score VIAGRA_COMBO 2.900 score VJESTIKA 2.900 score WE_HONOR_ALL 1.101 4.300 1.101 4.300 -score WITH_LC_SMTP 4.300 +score WITH_LC_SMTP 4.400 4.300 4.300 4.300 score WRINKLES 4.300 2.900 4.300 4.300 score X_ENC_PRESENT 2.900 -score X_LIST_UNSUBSCRIBE 4.300 +score X_LIST_UNSUBSCRIBE 4.400 4.300 4.300 4.300 score X_MIME_KEY 2.900 -score X_PMFLAGS_PRESENT 2.796 2.900 2.799 2.900 +score X_PMFLAGS_PRESENT 2.896 2.900 2.485 2.900 score X_PRECEDENCE_REF 2.900 score X_STORMPOST_TO 2.900 score X_VMP_TEXT 2.900 4.300 2.900 2.900 score X_X_PRESENT 4.300 score YOU_CAN_SEARCH 2.900 -score PORN_GALLERIES 0 -score NO_SELLING 0 -score NO_MIDDLEMAN 0 -score WWW_AUTOREMOVE_COM 0 -score MICROSOFT 2.041 0 0 0 -score EXCUSE_18 0 -score EXPERTS_SHOW_HOW 0 -score NO_GIMMICK 0 -score MIME_LONG_LINE_QP 0.494 0.300 0.492 0 -score DATE_IN_PAST_48_96 0 -score RATWARE_CHARSET 0 -score US_DOLLARS_2 0 -score RATWARE_CARETOP 0 -score PRIORITY_MAIL 0 -score WWW_CLIK4YOU_COM 0 -score SERIOUS_ONLY 2.183 0 2.796 0 -score RATWARE_GR 2.900 2.900 0 0 -score SPAM_FORM 0 -score NATURAL_VIAGRA 0 -score MURKOWSKI_CRUFT 0 -score SMIME_SIGNATURE 0 -score MAILTO_TO_B2BMAIL 2.900 2.900 0 0 -score SPAM_FORM_INPUT 0 -score EMAIL_MARKETING 0 -score MORE_TRAFFIC 0 -score SPAM_FORM_RETURN 0 -score MAILMAN_CONFIRM 0 -score SPAM_FORM_ACTION 0 -score IN_ACCORDANCE_WITH_LAWS 0 -score MARKUP_SSPL 0 -score CONFIDENTIAL_ORDER 0 -score SUBJ_RIPPED 0 -score RATWARE_DIFFOND 0 -score MAJORDOMO -2.900 0 -2.900 0 -score OUR_COMPENSATION 0 -score HELPED_FINANCE 2.900 0 2.900 0 -score AUTO_EMAIL_REMOVAL 2.340 0 0 0 -score TRACE_BY_SSN 0 -score VAR_REF_IN_RECEIVED 0 -score INCREDIBLE 0 -score ENHANCE_WEBSITE 0 -score WORRY_FREE 0 -score X_MAILER_GIBBERISH 2.900 0 0 0 -score INTL_EXEC_GUILD 0 -score FORGED_MUA_MSN 0 -score TO_INVESTORS 0 -score PRODUCED_AND_SENT_OUT 0 -score RATWARE_LC_OUTLOOK 0 -score DISCONTINUE 0 -score CREDIT_BUREAU 0 -score UNDISC_RECIPS 1.918 1.440 0 0 -score MSN_GROUPS 0 -score EXCUSE_2 0 -score EXCUSE_8 0 -score S_1618 2.900 0 2.900 0 -score MONSTERHUT 0 -score WEALTH 0 -score X_FIX_PRESENT 0 -score BUY_JUDGEMENTS 0 -score CREDITORS_CALLING 0 -score EJACULATION 0 -score CHILD_SUPPORT 0 -score MANY_FROMS 0 2.317 0 0 -score POST_IN_RCVD 0 -score MICRO_CAP_WARNING 2.900 0 2.900 0 -score HOTMAIL_FOOTER2 0 -score HOTMAIL_FOOTER3 0 -score HTML_00_10 1.398 1.182 1.297 0 -score CHANGE_TERMS 0 -score SECRET_RECORD 2.549 0 2.343 0 -score PSYCHIC 0 -score OUR_PUBLICATIONS 0 -score SUBJECT_IS_IN_REVIEW 0 -score RATWARE_BANG_HASH 0 -score MIME_BOUND_MAIL_BOUND 2.900 2.900 0 0 +score PORN_GALLERIES 0.0 +score NO_SELLING 0.0 +score NO_MIDDLEMAN 0.0 +score WWW_AUTOREMOVE_COM 0.0 +score MICROSOFT 0.790 0.0 0.0 0.0 +score EXCUSE_18 0.0 +score EXPERTS_SHOW_HOW 0.0 +score NO_GIMMICK 0.0 +score MIME_LONG_LINE_QP 0.261 0.155 0.051 0.0 +score DATE_IN_PAST_48_96 0.0 +score RATWARE_CHARSET 0.0 +score US_DOLLARS_2 0.0 +score RATWARE_CARETOP 0.0 +score PRIORITY_MAIL 0.0 +score WWW_CLIK4YOU_COM 0.0 +score SERIOUS_ONLY 2.412 0.0 2.796 0.0 +score RATWARE_GR 2.900 2.900 0.0 0.0 +score SPAM_FORM 0.0 +score NATURAL_VIAGRA 0.0 +score MURKOWSKI_CRUFT 0.0 +score SMIME_SIGNATURE 0.0 +score MAILTO_TO_B2BMAIL 2.900 2.900 0.0 0.0 +score SPAM_FORM_INPUT 0.0 +score EMAIL_MARKETING 0.0 +score MORE_TRAFFIC 0.0 +score SPAM_FORM_RETURN 0.0 +score MAILMAN_CONFIRM 0.0 +score SPAM_FORM_ACTION 0.0 +score IN_ACCORDANCE_WITH_LAWS 0.0 +score MARKUP_SSPL 0.0 +score CONFIDENTIAL_ORDER 0.0 +score SUBJ_RIPPED 0.0 +score RATWARE_DIFFOND 0.0 +score MAJORDOMO -0.317 0.0 -0.035 0.0 +score OUR_COMPENSATION 0.0 +score HELPED_FINANCE 2.900 0.0 2.900 0.0 +score AUTO_EMAIL_REMOVAL 0.993 0.0 0.0 0.0 +score TRACE_BY_SSN 0.0 +score VAR_REF_IN_RECEIVED 0.0 +score INCREDIBLE 0.0 +score ENHANCE_WEBSITE 0.0 +score WORRY_FREE 0.0 +score X_MAILER_GIBBERISH 2.900 0.0 0.0 0.0 +score INTL_EXEC_GUILD 0.0 +score FORGED_MUA_MSN 0.0 +score HTML_IMAGE_AREA_09 0.0 +score TO_INVESTORS 0.0 +score PRODUCED_AND_SENT_OUT 0.0 0.0 2.900 0.0 +score RATWARE_LC_OUTLOOK 0.0 +score DISCONTINUE 0.0 +score CREDIT_BUREAU 0.0 +score UNDISC_RECIPS 1.751 1.170 0.0 0.0 +score MSN_GROUPS 0.0 +score EXCUSE_2 0.0 +score EXCUSE_8 0.0 +score S_1618 2.900 0.0 2.900 0.0 +score MONSTERHUT 0.0 +score WEALTH 0.0 +score X_FIX_PRESENT 0.0 +score BUY_JUDGEMENTS 0.0 +score CREDITORS_CALLING 0.0 +score EJACULATION 0.0 +score CHILD_SUPPORT 0.0 +score MANY_FROMS 0.0 0.056 0.0 0.0 +score POST_IN_RCVD 0.0 +score MICRO_CAP_WARNING 2.900 0.0 2.900 0.0 +score HOTMAIL_FOOTER2 0.0 0.0 -0.210 0.0 +score HOTMAIL_FOOTER3 0.0 +score HTML_00_10 1.357 1.209 1.139 0.0 +score CHANGE_TERMS 0.0 +score SECRET_RECORD 2.252 0.0 0.0 0.0 +score PSYCHIC 0.0 +score OUR_PUBLICATIONS 0.0 +score SUBJECT_IS_IN_REVIEW 0.0 +score RATWARE_BANG_HASH 0.0 +score MIME_BOUND_MAIL_BOUND 2.900 2.900 0.0 0.0 # End of GA-evolved scores. @@ -871,18 +871,21 @@ score GTUBE 1000 # HTML control test -score HTML_MESSAGE 0.167 0.100 0.166 0 +score HTML_MESSAGE 0.112 0.101 0.100 0.0 # Message from evite.com -score EVITE -2.900 -0.488 -2.696 -2.796 +score EVITE -4.600 -1.132 -4.295 -4.389 + +# Too many MUA hits, means spammer forging +score TOO_MANY_MUA 4.5 # # miscellaneous network tests # -score BAD_HELO_WARNING 0 2.290 0 0 -score NO_DNS_FOR_FROM 0 1.265 0 1.331 -score ROUND_THE_WORLD 0 2.497 0 2.297 +score BAD_HELO_WARNING 0.0 +score NO_DNS_FOR_FROM 0 +score ROUND_THE_WORLD 0.0 2.499 0.0 2.297 # # message digest tests @@ -892,52 +895,52 @@ # Razor v1 is deprecated. People should use Razor v2 instead. # This test will be removed in future versions of SpamAssassin. -score RAZOR_CHECK 0 +score RAZOR_CHECK 0.0 # RAZOR2_CF had problems in the first mass-check run, so they're only # enabled for scoreset 3... -score RAZOR2_CHECK 0 2.029 0 0.787 -score RAZOR2_CF_RANGE_01_10 0 0 0 0.266 -score RAZOR2_CF_RANGE_11_20 0 0 0 0.587 -score RAZOR2_CF_RANGE_21_30 0 0 0 0.980 -score RAZOR2_CF_RANGE_31_40 0 0 0 0.577 -score RAZOR2_CF_RANGE_41_50 0 0 0 0.373 -score RAZOR2_CF_RANGE_51_60 0 0 0 0.847 -score RAZOR2_CF_RANGE_61_70 0 -score RAZOR2_CF_RANGE_71_80 0 0 0 1.864 -score RAZOR2_CF_RANGE_81_90 0 0 0 0.329 -score RAZOR2_CF_RANGE_91_100 0 0 0 1.111 +score RAZOR2_CHECK 0.0 2.063 0.0 0.880 +score RAZOR2_CF_RANGE_01_10 0.0 0.0 0.0 0.157 +score RAZOR2_CF_RANGE_11_20 0.0 0.0 0.0 0.418 +score RAZOR2_CF_RANGE_21_30 0.0 0.0 0.0 0.767 +score RAZOR2_CF_RANGE_31_40 0.0 0.0 0.0 0.414 +score RAZOR2_CF_RANGE_41_50 0.0 0.0 0.0 0.534 +score RAZOR2_CF_RANGE_51_60 0.0 0.0 0.0 0.594 +score RAZOR2_CF_RANGE_61_70 0.0 +score RAZOR2_CF_RANGE_71_80 0.0 0.0 0.0 1.909 +score RAZOR2_CF_RANGE_81_90 0.0 0.0 0.0 0.959 +score RAZOR2_CF_RANGE_91_100 0.0 0.0 0.0 1.208 ## Distributed Checksum Clearinghouse: http://www.rhyolite.com/anti-spam/dcc/ -score DCC_CHECK 0 3.126 0 2.756 +score DCC_CHECK 0.0 3.017 0.0 2.635 ## Pyzor: http://pyzor.sourceforge.net/ -score PYZOR_CHECK 0 4.400 0 1.248 +score PYZOR_CHECK 0.0 4.400 0.0 1.211 # # DNS Blacklists # -score RCVD_IN_RELAYS_ORDB_ORG 0 0 0 0.178 -score RCVD_IN_OSIRUSOFT_COM 0 0.562 0 0.509 -score X_OSIRU_DUL 0 -score X_OSIRU_DUL_FH 0 -score X_OSIRU_OPEN_RELAY 0 2.900 0 0 -score X_OSIRU_SPAMWARE_SITE 0 1.101 0 0 -score X_OSIRU_SPAM_SRC 0 -score RCVD_IN_RFCI 0 1.771 0 1.249 -score RCVD_IN_ORBS 0 0.458 0 0.121 -score RCVD_IN_DSBL 0 2.225 0 4.295 -score RCVD_IN_MULTIHOP_DSBL 0 -score RCVD_IN_SBL 0 0.557 0 1.101 -score RCVD_IN_UNCONFIRMED_DSBL 0 0.688 0 0 -score RCVD_IN_VISI 0 -score RCVD_IN_BONDEDSENDER 0 -1.784 0 -5.701 -score RCVD_IN_OPM 0 4.295 0 4.295 -score RCVD_IN_NJABL 0 0.968 0 1.213 -score X_NJABL_OPEN_PROXY 0 0.866 0 0.403 -score X_NJABL_DIALUP 0 0.205 0 0 +score RCVD_IN_RELAYS_ORDB_ORG 0.0 +score RCVD_IN_OSIRUSOFT_COM 0.0 0.552 0.0 0.864 +score X_OSIRU_DUL 0.0 +score X_OSIRU_DUL_FH 0.0 +score X_OSIRU_OPEN_RELAY 0.0 2.900 0.0 0.0 +score X_OSIRU_SPAMWARE_SITE 0.0 1.101 0.0 0.0 +score X_OSIRU_SPAM_SRC 0.0 +score RCVD_IN_RFCI 0.0 1.448 0.0 1.092 +score RCVD_IN_ORBS 0.0 0.499 0.0 0.114 +score RCVD_IN_DSBL 0.0 2.574 0.0 4.295 +score RCVD_IN_MULTIHOP_DSBL 0.0 +score RCVD_IN_SBL 0.0 1.013 0.0 1.101 +score RCVD_IN_UNCONFIRMED_DSBL 0.0 0.512 0.0 0.0 +score RCVD_IN_VISI 0.0 +score RCVD_IN_BONDEDSENDER 0.0 -0.938 0.0 -4.200 +score RCVD_IN_OPM 0.0 2.336 0.0 4.295 +score RCVD_IN_NJABL 0.0 0.853 0.0 0.844 +score X_NJABL_OPEN_PROXY 0.0 0.458 0.0 0.809 +score X_NJABL_DIALUP 0.0 0.053 0.0 0.0 # unscored by default -- commercial/donation services. If you pay for # these, give them a score so they will be checked. @@ -945,11 +948,11 @@ # 0.5 to 1.0 is probably good for the DUL scores # 1.5 to 2.0 is probably good for the rest -score RCVD_IN_BL_SPAMCOP_NET 0 -score RCVD_IN_DUL 0 -score RCVD_IN_DUL_FH 0 -score RCVD_IN_RBL 0 -score RCVD_IN_RSS 0 +score RCVD_IN_BL_SPAMCOP_NET 0.0 +score RCVD_IN_DUL 0.0 +score RCVD_IN_DUL_FH 0.0 +score RCVD_IN_RBL 0.0 +score RCVD_IN_RSS 0.0 # # User Configured Tests @@ -971,38 +974,39 @@ # GA never changes the whitelist/blacklist scores -score USER_IN_BLACKLIST 100 -score USER_IN_WHITELIST -100 +score USER_IN_BLACKLIST 100.000 +score USER_IN_WHITELIST -100.000 # Not really false positives but the user wants spam! score USER_IN_WHITELIST_TO -6.000 -score USER_IN_MORE_SPAM_TO -20 -score USER_IN_ALL_SPAM_TO -100 +score USER_IN_MORE_SPAM_TO -20.000 +score USER_IN_ALL_SPAM_TO -100.000 # # Habeas: http://www.habeas.com/ # -score HABEAS_SWE -6.400 -6.300 -6.300 -6.300 -score HABEAS_HIL 4.000 -score HABEAS_VIOLATOR 8.000 +score HABEAS_SWE -4.600 +score HABEAS_HIL 4.0 +score HABEAS_VIOLATOR 8.0 # # Bayesian Classifier # -score BAYES_00 0 0 -6.400 -6.400 -score BAYES_01 0 0 -6.600 -6.600 -score BAYES_10 0 0 -6.400 -5.801 -score BAYES_20 0 0 -5.801 -3.101 -score BAYES_30 0 0 -1.246 -1.604 -score BAYES_40 0 -score BAYES_44 0 -score BAYES_50 0 -score BAYES_56 0 -score BAYES_60 0 0 2.002 1.160 -score BAYES_70 0 0 2.637 2.188 -score BAYES_80 0 0 4.300 2.807 -score BAYES_90 0 0 4.126 2.854 -score BAYES_99 0 0 4.300 2.791 +score BAYES_00 0 0 -5.300 -5.200 +score BAYES_01 0 0 -5.400 -5.400 +score BAYES_10 0 0 -5.300 -4.701 +score BAYES_20 0 0 -4.701 -2.601 +score BAYES_30 0 0 -1.070 -0.927 +score BAYES_40 0.0 +score BAYES_44 0.0 +score BAYES_50 0.0 +score BAYES_56 0.0 +score BAYES_60 0 0 1.997 1.101 +score BAYES_70 0 0 2.593 2.310 +score BAYES_80 0 0 5.300 2.862 +score BAYES_90 0 0 4.027 3.002 +score BAYES_99 0 0 5.200 3.008 +