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--- spamassassin/trunk/rules/STATISTICS-set2.txt 2005/08/11 23:13:46 231542 +++ spamassassin/trunk/rules/STATISTICS-set2.txt 2005/08/12 00:05:36 231543 @@ -3,160 +3,160 @@ STATISTICS REPORT FOR SPAMASSASSIN RULES Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: -# Correctly non-spam: 29498 99.96% -# Correctly spam: 26604 95.46% -# False positives: 13 0.04% -# False negatives: 1266 4.54% -# TCR(l=50): 14.545929 SpamRecall: 95.457% SpamPrec: 99.951% +# Correctly non-spam: 53074 99.93% +# Correctly spam: 116086 94.16% +# False positives: 38 0.07% +# False negatives: 7204 5.84% +# TCR(l=50): 13.542399 SpamRecall: 94.157% SpamPrec: 99.967% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: -# Correctly non-spam: 896 3.04% -# Correctly spam: 27870 100.00% -# False positives: 28615 96.96% +# Correctly non-spam: 201 0.38% +# Correctly spam: 123290 100.00% +# False positives: 52911 99.62% # False negatives: 0 0.00% -# TCR(l=50): 0.019479 SpamRecall: 100.000% SpamPrec: 49.341% +# TCR(l=50): 0.046603 SpamRecall: 100.000% SpamPrec: 69.971% # SUMMARY for threshold -3.0: -# Correctly non-spam: 984 3.33% -# Correctly spam: 27869 100.00% -# False positives: 28527 96.67% -# False negatives: 1 0.00% -# TCR(l=50): 0.019539 SpamRecall: 99.996% SpamPrec: 49.417% +# Correctly non-spam: 400 0.75% +# Correctly spam: 123290 100.00% +# False positives: 52712 99.25% +# False negatives: 0 0.00% +# TCR(l=50): 0.046779 SpamRecall: 100.000% SpamPrec: 70.050% # SUMMARY for threshold -2.0: -# Correctly non-spam: 1061 3.60% -# Correctly spam: 27869 100.00% -# False positives: 28450 96.40% -# False negatives: 1 0.00% -# TCR(l=50): 0.019592 SpamRecall: 99.996% SpamPrec: 49.484% +# Correctly non-spam: 43945 82.74% +# Correctly spam: 123275 99.99% +# False positives: 9167 17.26% +# False negatives: 15 0.01% +# TCR(l=50): 0.268978 SpamRecall: 99.988% SpamPrec: 93.078% # SUMMARY for threshold -1.0: -# Correctly non-spam: 25828 87.52% -# Correctly spam: 27815 99.80% -# False positives: 3683 12.48% -# False negatives: 55 0.20% -# TCR(l=50): 0.151299 SpamRecall: 99.803% SpamPrec: 88.307% - -# 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% +# Correctly non-spam: 48001 90.38% +# Correctly spam: 123258 99.97% +# False positives: 5111 9.62% +# False negatives: 32 0.03% +# TCR(l=50): 0.482389 SpamRecall: 99.974% SpamPrec: 96.019% + +# SUMMARY for threshold 5.0: +# Correctly non-spam: 53074 99.93% +# Correctly spam: 116086 94.16% +# False positives: 38 0.07% +# False negatives: 7204 5.84% +# TCR(l=50): 13.542399 SpamRecall: 94.157% SpamPrec: 99.967% # SUMMARY for threshold 1.0: -# Correctly non-spam: 28864 97.81% -# Correctly spam: 27687 99.34% -# False positives: 647 2.19% -# False negatives: 183 0.66% -# TCR(l=50): 0.856669 SpamRecall: 99.343% SpamPrec: 97.717% +# Correctly non-spam: 52343 98.55% +# Correctly spam: 122806 99.61% +# False positives: 769 1.45% +# False negatives: 484 0.39% +# TCR(l=50): 3.166641 SpamRecall: 99.607% SpamPrec: 99.378% # SUMMARY for threshold 2.0: -# Correctly non-spam: 29241 99.09% -# Correctly spam: 27566 98.91% -# False positives: 270 0.91% -# False negatives: 304 1.09% -# TCR(l=50): 2.018980 SpamRecall: 98.909% SpamPrec: 99.030% +# Correctly non-spam: 52792 99.40% +# Correctly spam: 122272 99.17% +# False positives: 320 0.60% +# False negatives: 1018 0.83% +# TCR(l=50): 7.244682 SpamRecall: 99.174% SpamPrec: 99.739% # SUMMARY for threshold 3.0: -# Correctly non-spam: 29397 99.61% -# Correctly spam: 27389 98.27% -# False positives: 114 0.39% -# False negatives: 481 1.73% -# TCR(l=50): 4.508979 SpamRecall: 98.274% SpamPrec: 99.585% +# Correctly non-spam: 52966 99.73% +# Correctly spam: 121622 98.65% +# False positives: 146 0.27% +# False negatives: 1668 1.35% +# TCR(l=50): 13.747770 SpamRecall: 98.647% SpamPrec: 99.880% # SUMMARY for threshold 4.0: -# Correctly non-spam: 29472 99.87% -# Correctly spam: 27019 96.95% -# False positives: 39 0.13% -# False negatives: 851 3.05% -# TCR(l=50): 9.950018 SpamRecall: 96.947% SpamPrec: 99.856% +# Correctly non-spam: 53042 99.87% +# Correctly spam: 118803 96.36% +# False positives: 70 0.13% +# False negatives: 4487 3.64% +# TCR(l=50): 15.436334 SpamRecall: 96.361% SpamPrec: 99.941% # SUMMARY for threshold 4.5: -# Correctly non-spam: 29486 99.92% -# Correctly spam: 26798 96.15% -# False positives: 25 0.08% -# False negatives: 1072 3.85% -# TCR(l=50): 12.002584 SpamRecall: 96.154% SpamPrec: 99.907% +# Correctly non-spam: 53058 99.90% +# Correctly spam: 117926 95.65% +# False positives: 54 0.10% +# False negatives: 5364 4.35% +# TCR(l=50): 15.288938 SpamRecall: 95.649% SpamPrec: 99.954% # SUMMARY for threshold 5.5: -# Correctly non-spam: 29508 99.99% -# Correctly spam: 26337 94.50% -# False positives: 3 0.01% -# False negatives: 1533 5.50% -# TCR(l=50): 16.559715 SpamRecall: 94.499% SpamPrec: 99.989% +# Correctly non-spam: 53083 99.95% +# Correctly spam: 114455 92.83% +# False positives: 29 0.05% +# False negatives: 8835 7.17% +# TCR(l=50): 11.987360 SpamRecall: 92.834% SpamPrec: 99.975% # SUMMARY for threshold 6.0: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 25984 93.23% -# False positives: 1 0.00% -# False negatives: 1886 6.77% -# TCR(l=50): 14.395661 SpamRecall: 93.233% SpamPrec: 99.996% +# Correctly non-spam: 53091 99.96% +# Correctly spam: 112278 91.07% +# False positives: 21 0.04% +# False negatives: 11012 8.93% +# TCR(l=50): 10.221356 SpamRecall: 91.068% SpamPrec: 99.981% # SUMMARY for threshold 6.5: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 25632 91.97% -# False positives: 1 0.00% -# False negatives: 2238 8.03% -# TCR(l=50): 12.180944 SpamRecall: 91.970% SpamPrec: 99.996% +# Correctly non-spam: 53097 99.97% +# Correctly spam: 110798 89.87% +# False positives: 15 0.03% +# False negatives: 12492 10.13% +# TCR(l=50): 9.310527 SpamRecall: 89.868% SpamPrec: 99.986% # SUMMARY for threshold 7.0: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 25344 90.94% -# False positives: 1 0.00% -# False negatives: 2526 9.06% -# TCR(l=50): 10.819099 SpamRecall: 90.936% SpamPrec: 99.996% +# Correctly non-spam: 53106 99.99% +# Correctly spam: 108929 88.35% +# False positives: 6 0.01% +# False negatives: 14361 11.65% +# TCR(l=50): 8.409385 SpamRecall: 88.352% SpamPrec: 99.994% # SUMMARY for threshold 8.0: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 24500 87.91% -# False positives: 1 0.00% -# False negatives: 3370 12.09% -# TCR(l=50): 8.149123 SpamRecall: 87.908% SpamPrec: 99.996% +# Correctly non-spam: 53108 99.99% +# Correctly spam: 104599 84.84% +# False positives: 4 0.01% +# False negatives: 18691 15.16% +# TCR(l=50): 6.526388 SpamRecall: 84.840% SpamPrec: 99.996% # SUMMARY for threshold 9.0: -# Correctly non-spam: 29510 100.00% -# Correctly spam: 23565 84.55% -# False positives: 1 0.00% -# False negatives: 4305 15.45% -# TCR(l=50): 6.399541 SpamRecall: 84.553% SpamPrec: 99.996% +# Correctly non-spam: 53110 100.00% +# Correctly spam: 99464 80.67% +# False positives: 2 0.00% +# False negatives: 23826 19.33% +# TCR(l=50): 5.152972 SpamRecall: 80.675% SpamPrec: 99.998% # SUMMARY for threshold 10.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 22545 80.89% -# False positives: 0 0.00% -# False negatives: 5325 19.11% -# TCR(l=50): 5.233803 SpamRecall: 80.893% SpamPrec: 100.000% +# Correctly non-spam: 53111 100.00% +# Correctly spam: 94340 76.52% +# False positives: 1 0.00% +# False negatives: 28950 23.48% +# TCR(l=50): 4.251379 SpamRecall: 76.519% SpamPrec: 99.999% # SUMMARY for threshold 12.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 20494 73.53% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 83507 67.73% # False positives: 0 0.00% -# False negatives: 7376 26.47% -# TCR(l=50): 3.778471 SpamRecall: 73.534% SpamPrec: 100.000% +# False negatives: 39783 32.27% +# TCR(l=50): 3.099062 SpamRecall: 67.732% SpamPrec: 100.000% # SUMMARY for threshold 15.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 17034 61.12% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 66811 54.19% # False positives: 0 0.00% -# False negatives: 10836 38.88% -# TCR(l=50): 2.571982 SpamRecall: 61.119% SpamPrec: 100.000% +# False negatives: 56479 45.81% +# TCR(l=50): 2.182935 SpamRecall: 54.190% SpamPrec: 100.000% # SUMMARY for threshold 17.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 14587 52.34% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 58217 47.22% # False positives: 0 0.00% -# False negatives: 13283 47.66% -# TCR(l=50): 2.098171 SpamRecall: 52.339% SpamPrec: 100.000% +# False negatives: 65073 52.78% +# TCR(l=50): 1.894641 SpamRecall: 47.220% SpamPrec: 100.000% # SUMMARY for threshold 20.0: -# Correctly non-spam: 29511 100.00% -# Correctly spam: 11160 40.04% +# Correctly non-spam: 53112 100.00% +# Correctly spam: 46819 37.97% # False positives: 0 0.00% -# False negatives: 16710 59.96% -# TCR(l=50): 1.667864 SpamRecall: 40.043% SpamPrec: 100.000% +# False negatives: 76471 62.03% +# TCR(l=50): 1.612245 SpamRecall: 37.975% SpamPrec: 100.000% Test hit frequencies, for spam and ham corpora: @@ -165,775 +165,710 @@ each test, where 0.0 = hits only non-spa and the 'score' field should be ignored.) OVERALL% SPAM% HAM% S/O RANK SCORE NAME - 513620 250316 263304 0.487 0.00 0.00 (all messages) -100.000 48.7356 51.2644 0.487 0.00 0.00 (all messages as %) - 15.149 31.0839 0.0004 1.000 1.00 4.16 MIME_BOUND_DD_DIGITS - 7.942 16.2950 0.0004 1.000 0.99 4.16 RCVD_DOUBLE_IP_SPAM - 7.446 15.2775 0.0004 1.000 0.99 4.16 X_MESSAGE_INFO - 35.784 73.4212 0.0034 1.000 0.98 4.07 BAYES_99 - 6.579 13.4989 0.0008 1.000 0.98 3.54 MSGID_SPAM_CAPS - 7.037 14.4385 0.0011 1.000 0.98 4.07 HELO_DYNAMIC_IPADDR - 3.987 8.1793 0.0008 1.000 0.96 3.38 DATE_SPAMWARE_Y2K - 4.254 8.7270 0.0015 1.000 0.95 0.02 DRUGS_ANXIETY_EREC - 3.214 6.5949 0.0004 1.000 0.94 0.01 DRUGS_MANYKINDS - 3.788 7.7694 0.0023 1.000 0.94 0.06 DRUGS_DIET - 3.429 7.0351 0.0015 1.000 0.94 0.00 DRUGS_DIET_EREC - 2.943 6.0388 0.0000 1.000 0.94 3.88 RATWARE_ZERO_TZ - 2.832 5.8115 0.0000 1.000 0.94 3.88 DRUGS_ANXIETY_OBFU - 3.286 6.7383 0.0034 0.999 0.93 0.96 HELO_DYNAMIC_DHCP - 4.307 8.8320 0.0057 0.999 0.93 3.80 FORGED_MUA_OUTLOOK - 2.660 5.4579 0.0008 1.000 0.92 2.45 HELO_DYNAMIC_HCC - 5.607 11.4967 0.0084 0.999 0.92 1.14 HTML_BACKHAIR_8 - 2.461 5.0484 0.0008 1.000 0.92 0.00 DRUGS_DIET_PAIN - 2.114 4.3385 0.0000 1.000 0.92 2.96 DRUGS_SLEEP_EREC - 2.319 4.7572 0.0011 1.000 0.91 2.55 HELO_DYNAMIC_IPADDR2 - 7.099 14.5544 0.0110 0.999 0.91 1.65 RCVD_HELO_IP_MISMATCH - 2.111 4.3305 0.0008 1.000 0.91 0.00 DRUGS_DEPR_EREC - 4.373 8.9643 0.0084 0.999 0.91 2.55 MSGID_RANDY - 14.135 28.9874 0.0144 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI - 4.763 9.7625 0.0095 0.999 0.90 2.39 DRUGS_ERECTILE_OBFU - 1.493 3.0621 0.0004 1.000 0.89 0.00 HTML_NONELEMENT_90_100 - 1.421 2.9163 0.0000 1.000 0.89 2.94 SUBJECT_DRUG_GAP_X - 1.388 2.8480 0.0000 1.000 0.88 2.93 SUBJECT_DRUG_GAP_VA - 1.741 3.5687 0.0030 0.999 0.88 3.45 DRUGS_PAIN_OBFU - 1.750 3.5875 0.0034 0.999 0.88 3.48 HTML_IMAGE_ONLY_04 - 5.134 10.5199 0.0141 0.999 0.88 0.20 DRUGS_ANXIETY - 3.022 6.1902 0.0095 0.998 0.88 0.00 DRUGS_PAIN_EREC - 5.447 11.1607 0.0148 0.999 0.88 1.64 UNIQUE_WORDS - 1.219 2.5012 0.0000 1.000 0.88 2.44 MSGID_YAHOO_CAPS - 3.086 6.3204 0.0103 0.998 0.87 3.61 MSGID_DOLLARS - 1.213 2.4877 0.0004 1.000 0.87 3.61 RATWARE_RCVD_PF - 2.249 4.6066 0.0068 0.999 0.87 0.05 DRUGS_SLEEP - 1.483 3.0402 0.0030 0.999 0.87 3.61 BAYES_90 - 1.329 2.7250 0.0027 0.999 0.86 3.16 SUBJECT_DRUG_GAP_VIA - 2.792 5.7176 0.0106 0.998 0.86 3.46 SUBJ_ILLEGAL_CHARS - 1.091 2.2384 0.0000 1.000 0.86 2.92 SUBJECT_DRUG_GAP_S - 2.214 4.5339 0.0091 0.998 0.85 0.80 HTML_OBFUSCATE_10_20 - 1.112 2.2795 0.0011 1.000 0.85 0.02 HTML_NONELEMENT_80_90 - 1.017 2.0878 0.0000 1.000 0.85 3.00 HTML_OBFUSCATE_30_40 - 1.015 2.0822 0.0000 1.000 0.85 2.69 RATWARE_RCVD_AT - 1.173 2.4030 0.0030 0.999 0.85 3.51 BAYES_95 - 1.121 2.2983 0.0023 0.999 0.85 0.86 FORGED_MUA_AOL_FROM - 2.496 5.1087 0.0118 0.998 0.84 0.00 DRUGS_MUSCLE - 4.397 9.0026 0.0194 0.998 0.84 0.00 FORGED_OUTLOOK_HTML - 2.789 5.7088 0.0141 0.998 0.84 2.73 HTML_IMAGE_ONLY_08 - 1.541 3.1544 0.0076 0.998 0.84 3.52 BAYES_75 - 2.982 6.1031 0.0152 0.998 0.84 0.04 FORGED_OUTLOOK_TAGS - 0.960 1.9699 0.0004 1.000 0.84 2.88 HTML_OBFUSCATE_50_60 - 0.902 1.8513 0.0000 1.000 0.84 2.69 HTML_BADTAG_90_100 - 2.589 5.2993 0.0133 0.997 0.84 2.53 DOMAIN_RATIO - 1.004 2.0578 0.0015 0.999 0.84 3.12 MIME_BOUND_DIGITS_15 - 0.858 1.7606 0.0000 1.000 0.83 3.22 HELO_DYNAMIC_COMCAST - 1.018 2.0866 0.0027 0.999 0.83 1.67 INVALID_TZ_EST - 0.834 1.7118 0.0000 1.000 0.83 2.70 DRUGS_DIET_OBFU - 2.297 4.6989 0.0144 0.997 0.82 0.00 DRUGS_DEPRESSION - 1.088 2.2272 0.0049 0.998 0.82 1.87 OBFUSCATING_COMMENT - 0.821 1.6843 0.0011 0.999 0.82 2.90 ONLINE_PHARMACY - 0.753 1.5444 0.0000 1.000 0.82 2.93 EMAIL_ROT13 - 0.838 1.7166 0.0023 0.999 0.81 3.19 OBSCURED_EMAIL - 0.739 1.5169 0.0000 1.000 0.81 2.31 HTML_BADTAG_60_70 - 0.971 1.9871 0.0046 0.998 0.81 0.00 FORGED_AOL_HTML - 0.735 1.5081 0.0004 1.000 0.81 0.02 HTML_SHORT_CENTER - 0.727 1.4925 0.0000 1.000 0.81 2.74 HTML_OBFUSCATE_40_50 - 1.264 2.5823 0.0103 0.996 0.81 0.01 HTML_OBFUSCATE_20_30 - 0.723 1.4845 0.0000 1.000 0.80 2.76 HELO_DYNAMIC_ATTBI - 0.764 1.5652 0.0027 0.998 0.80 1.17 HTML_NONELEMENT_70_80 - 3.993 8.1661 0.0254 0.997 0.80 1.36 DRUGS_PAIN - 0.893 1.8261 0.0057 0.997 0.80 0.50 HTML_FONT_SIZE_LARGE - 0.714 1.4634 0.0019 0.999 0.79 3.33 MSGID_SPAM_ALPHA_NUM - 1.088 2.2232 0.0091 0.996 0.79 1.37 UNRESOLVED_TEMPLATE - 2.370 4.8415 0.0213 0.996 0.79 1.81 URI_AFFILIATE - 18.939 38.8173 0.0418 0.999 0.78 1.82 MPART_ALT_DIFF - 0.607 1.2444 0.0004 1.000 0.78 2.05 PERCENT_RANDOM - 1.192 2.4301 0.0141 0.994 0.78 2.15 FORGED_HOTMAIL_RCVD - 0.559 1.1473 0.0004 1.000 0.78 1.03 HTML_BADTAG_50_60 - 0.533 1.0934 0.0000 1.000 0.78 2.89 VIA_GAP_GRA - 0.615 1.2608 0.0015 0.999 0.77 3.19 NIGERIAN_BODY1 - 0.565 1.1577 0.0008 0.999 0.77 0.00 HTML_BADTAG_40_50 - 2.683 5.4787 0.0247 0.996 0.77 2.74 HTML_IMAGE_ONLY_12 - 0.712 1.4578 0.0038 0.997 0.77 0.00 FROM_ILLEGAL_CHARS - 0.521 1.0694 0.0000 1.000 0.77 3.06 HELO_DYNAMIC_OOL - 0.633 1.2964 0.0027 0.998 0.77 0.41 DRUG_DOSAGE - 9.530 19.5101 0.0429 0.998 0.77 1.91 LONGWORDS - 0.626 1.2804 0.0034 0.997 0.76 0.08 HTML_NONELEMENT_60_70 - 0.629 1.2860 0.0046 0.996 0.76 0.10 HTML_SHORT_COMMENT - 0.491 1.0059 0.0008 0.999 0.75 2.19 NIGERIAN_BODY2 - 0.496 1.0163 0.0015 0.999 0.75 1.65 X_AUTH_WARN_FAKED - 0.471 0.9664 0.0004 1.000 0.75 0.99 HELO_DYNAMIC_SPLIT_IP - 0.470 0.9628 0.0011 0.999 0.74 2.50 SUBJECT_DRUG_GAP_C - 0.486 0.9947 0.0023 0.998 0.74 0.02 HTML_BADTAG_30_40 - 0.536 1.0938 0.0053 0.995 0.74 0.04 HTML_BADTAG_20_30 - 0.439 0.9009 0.0008 0.999 0.74 3.02 STRONG_BUY - 0.399 0.8186 0.0000 1.000 0.74 2.69 SUBJECT_DRUG_GAP_VIC - 2.786 5.6812 0.0338 0.994 0.73 1.40 MIME_BASE64_TEXT - 0.478 0.9772 0.0027 0.997 0.73 3.05 MSGID_SPAM_LETTERS - 1.312 2.6690 0.0228 0.992 0.73 0.56 HTML_OBFUSCATE_05_10 - 0.453 0.9276 0.0019 0.998 0.73 1.15 HG_HORMONE - 0.392 0.8046 0.0000 1.000 0.73 2.55 RATWARE_EGROUPS - 0.394 0.8082 0.0004 1.000 0.73 2.69 ENTITY_DEC_ALPHANUM - 0.721 1.4689 0.0106 0.993 0.73 0.22 MONEY_BACK - 0.532 1.0854 0.0065 0.994 0.73 1.46 URI_OFFERS - 0.385 0.7906 0.0000 1.000 0.73 2.45 FORGED_MUA_THEBAT_BOUN - 0.586 1.1949 0.0080 0.993 0.72 0.00 IMPOTENCE - 0.385 0.7890 0.0000 1.000 0.72 2.43 HTML_OBFUSCATE_60_70 - 0.384 0.7882 0.0000 1.000 0.72 2.48 FORGED_MUA_OIMO - 0.517 1.0539 0.0065 0.994 0.72 0.00 HTML_NONELEMENT_50_60 - 0.528 1.0762 0.0076 0.993 0.72 0.03 HTML_TAG_BALANCE_HEAD - 1.630 3.3150 0.0289 0.991 0.72 1.02 HTML_FONT_LOW_CONTRAST - 0.357 0.7335 0.0000 1.000 0.71 2.47 KOREAN_UCE_SUBJECT - 0.517 1.0515 0.0084 0.992 0.71 2.25 ALL_NATURAL - 0.390 0.7978 0.0030 0.996 0.71 0.50 FORGED_MUA_EUDORA - 0.414 0.8441 0.0046 0.995 0.70 1.10 HTML_ATTR_UNIQUE - 0.347 0.7115 0.0004 0.999 0.70 0.60 INVALID_TZ_CST - 0.508 1.0331 0.0084 0.992 0.70 0.00 HTML_COMMENT_SHORT - 0.338 0.6927 0.0000 1.000 0.70 2.87 FAKE_OUTBLAZE_RCVD - 1.103 0.0256 2.1272 0.012 0.70 -2.87 ALL_TRUSTED - 1.558 3.1628 0.0330 0.990 0.70 0.14 HTML_BACKHAIR_4 - 0.330 0.6767 0.0000 1.000 0.70 2.43 FORGED_THEBAT_HTML - 0.332 0.6815 0.0004 0.999 0.70 2.27 NIGERIAN_BODY3 - 0.332 0.6799 0.0008 0.999 0.69 0.55 FORGED_IMS_HTML - 0.304 0.6240 0.0000 1.000 0.69 1.20 FORGED_AOL_TAGS - 1.175 2.3806 0.0281 0.988 0.69 0.11 BODY_ENHANCEMENT2 - 0.300 0.6152 0.0000 1.000 0.69 2.57 HELO_DYNAMIC_YAHOOBB - 0.351 0.7175 0.0030 0.996 0.69 1.90 FROM_NUM_AT_WEBMAIL - 1.871 3.7932 0.0429 0.989 0.68 2.86 DATE_IN_FUTURE_12_24 - 0.297 0.6080 0.0008 0.999 0.68 2.31 RATWARE_NETIP - 0.600 1.2145 0.0156 0.987 0.68 1.12 HTML_FONT_SIZE_NONE - 0.393 0.7978 0.0072 0.991 0.68 1.68 FORGED_MUA_IMS - 0.395 0.8026 0.0080 0.990 0.67 0.00 DRUG_ED_CAPS - 0.279 0.5713 0.0008 0.999 0.67 1.66 BANG_EXERCISE - 0.677 1.3691 0.0194 0.986 0.67 0.07 HTML_SHORT_LENGTH - 0.257 0.5273 0.0000 1.000 0.67 2.09 HTML_BADTAG_70_80 - 0.470 0.9520 0.0122 0.987 0.66 2.77 FROM_ALL_NUMS - 0.753 1.5197 0.0232 0.985 0.66 0.59 FRONTPAGE - 7.858 16.0301 0.0885 0.995 0.66 0.80 DRUGS_ERECTILE - 0.660 1.3323 0.0201 0.985 0.66 0.07 BODY_ENHANCEMENT - 0.300 0.6116 0.0038 0.994 0.66 0.70 SUBJECT_DRUG_GAP_P - 1.105 2.2324 0.0330 0.985 0.66 2.06 MAILTO_SUBJ_REMOVE - 0.241 0.4950 0.0000 1.000 0.66 2.77 SUBJECT_SEXUAL - 0.240 0.4930 0.0000 1.000 0.66 2.52 RATWARE_OE_MALFORMED - 0.833 1.6815 0.0266 0.984 0.65 0.00 HTML_LINK_CLICK_CAPS - 0.372 0.7538 0.0095 0.988 0.65 0.04 STOCK_PICK - 0.231 0.4730 0.0000 1.000 0.65 2.26 HTML_OBFUSCATE_70_80 - 0.431 0.8705 0.0133 0.985 0.65 0.41 SUBJ_BUY - 0.232 0.4762 0.0004 0.999 0.65 2.29 MORE_SEX - 1.815 3.6650 0.0562 0.985 0.65 0.00 MIME_HEADER_CTYPE_ONLY - 0.257 0.5253 0.0027 0.995 0.65 1.53 MILLION_USD - 0.454 0.9160 0.0144 0.984 0.65 0.00 HTML_NONELEMENT_40_50 - 1.222 2.4625 0.0422 0.983 0.65 1.90 SUBJ_HAS_SPACES - 4.454 9.0498 0.0858 0.991 0.65 0.08 HTML_MIME_NO_HTML_TAG - 0.222 0.4554 0.0000 1.000 0.65 2.57 DEEP_DISC_MEDS - 0.218 0.4466 0.0000 1.000 0.64 2.17 FORGED_IMS_TAGS - 0.212 0.4354 0.0000 1.000 0.64 1.52 NIGERIAN_BODY4 - 0.307 0.6232 0.0072 0.989 0.64 1.76 SORTED_RECIPS - 0.251 0.5114 0.0030 0.994 0.64 1.86 X_LIBRARY - 0.436 0.8785 0.0152 0.983 0.64 1.94 SUBJ_DOLLARS - 0.352 0.7131 0.0095 0.987 0.64 1.84 HTML_LINK_PUSH_HERE - 0.202 0.4139 0.0000 1.000 0.64 2.18 SUBJECT_DRUG_GAP_L - 0.228 0.4662 0.0015 0.997 0.64 0.08 X_ORIG_IP_NOT_IPV4 - 0.664 1.3379 0.0243 0.982 0.64 0.25 BANG_GUAR - 0.277 0.5637 0.0053 0.991 0.64 0.06 SUBJECT_DIET - 0.759 1.5261 0.0292 0.981 0.63 0.96 HEAD_ILLEGAL_CHARS - 0.179 0.3675 0.0000 1.000 0.63 2.06 REVERSE_AGING - 0.947 1.9020 0.0387 0.980 0.63 0.01 HTML_FONT_SIZE_TINY - 0.379 0.7642 0.0133 0.983 0.63 0.82 SATIS_GUAR - 0.905 1.8177 0.0380 0.980 0.63 0.71 MIME_HTML_MOSTLY - 0.170 0.3480 0.0000 1.000 0.63 2.59 NOT_ADVISOR - 2.589 5.2374 0.0722 0.986 0.63 1.59 RCVD_ILLEGAL_IP - 0.192 0.3931 0.0015 0.996 0.62 2.38 STOCK_ALERT - 0.166 0.3404 0.0000 1.000 0.62 2.59 MIME_BOUND_RKFINDY - 0.169 0.3468 0.0008 0.998 0.62 2.59 MIME_BOUND_MANY_HEX - 10.230 20.8500 0.1341 0.994 0.62 2.43 BIZ_TLD - 0.157 0.3228 0.0000 1.000 0.62 2.39 HELO_DYNAMIC_ADELPHIA - 0.172 0.3516 0.0015 0.996 0.62 1.75 TERRA_ES - 1.238 2.4833 0.0547 0.978 0.62 0.52 HTML_FONT_TINY - 0.407 0.8162 0.0182 0.978 0.61 0.19 CLICK_TO_REMOVE_1 - 3.296 6.6696 0.0896 0.987 0.61 2.10 FORGED_YAHOO_RCVD - 0.229 0.4650 0.0049 0.989 0.61 1.77 RATWARE_HASH_2_V2 - 0.177 0.3615 0.0023 0.994 0.61 2.13 ENGLISH_UCE_SUBJECT - 0.154 0.3148 0.0008 0.998 0.61 2.50 MSGID_OUTLOOK_INVALID - 0.146 0.2988 0.0000 1.000 0.61 1.75 RATWARE_MOZ_MALFORMED - 0.206 0.4175 0.0046 0.989 0.61 2.48 NA_DOLLARS - 0.152 0.3112 0.0008 0.998 0.61 0.00 DRUG_ED_GENERIC - 0.204 0.4127 0.0049 0.988 0.60 0.09 RATWARE_HASH_2 - 1.172 2.3446 0.0570 0.976 0.60 1.39 MIME_BASE64_BLANKS - 0.217 0.4398 0.0061 0.986 0.60 0.72 SAVE_THOUSANDS - 0.146 0.2988 0.0011 0.996 0.60 0.78 RATWARE_GECKO_BUILD - 0.141 0.2880 0.0004 0.999 0.60 1.60 DRUG_ED_SILD - 0.501 1.0019 0.0247 0.976 0.60 0.01 HTML_COMMENT_SHOUTING - 0.748 1.4949 0.0380 0.975 0.60 0.97 RCVD_FAKE_HELO_DOTCOM - 0.163 0.3308 0.0034 0.990 0.60 2.50 DATE_IN_FUTURE_48_96 - 0.142 0.2892 0.0011 0.996 0.60 0.61 HTML_ATTR_BAD - 0.243 0.4906 0.0084 0.983 0.59 0.40 GUARANTEED_STUFF - 0.366 0.7327 0.0175 0.977 0.59 0.60 NO_RDNS_DOTCOM_HELO - 0.146 0.2976 0.0019 0.994 0.59 2.27 HTML_FONT_SIZE_HUGE - 0.134 0.2745 0.0004 0.999 0.59 0.40 HTML_CONVERTED - 0.132 0.2705 0.0004 0.999 0.59 0.47 DRUGS_SMEAR1 - 0.127 0.2609 0.0000 1.000 0.59 2.43 HELO_DYNAMIC_DIALIN - 0.941 1.8764 0.0517 0.973 0.59 0.01 HTML_BADTAG_10_20 - 0.294 0.5893 0.0133 0.978 0.59 0.61 AS_SEEN_ON - 0.149 0.3032 0.0030 0.990 0.59 2.50 FORGED_MUA_MOZILLA - 0.137 0.2796 0.0015 0.995 0.59 1.14 HTML_MISSING_CTYPE - 0.126 0.2593 0.0000 1.000 0.59 2.07 FAKE_HELO_MSN - 0.274 0.5497 0.0125 0.978 0.59 0.19 IP_LINK_PLUS - 0.194 0.3899 0.0072 0.982 0.58 0.00 MIME_BASE64_ILLEGAL - 0.247 0.4962 0.0110 0.978 0.58 2.40 MARKETING_PARTNERS - 0.143 0.2896 0.0034 0.988 0.58 2.24 FROM_OFFERS - 1.106 2.2068 0.0592 0.974 0.58 0.79 HTML_TITLE_UNTITLED - 0.203 0.4087 0.0080 0.981 0.58 0.67 GUARANTEED_100_PERCENT - 0.745 1.4853 0.0422 0.972 0.58 1.32 USERPASS - 0.882 1.7534 0.0532 0.971 0.58 0.82 BAD_CREDIT - 0.862 1.7122 0.0532 0.970 0.57 0.02 X_MSMAIL_PRIORITY_HIGH - 0.164 0.3292 0.0065 0.981 0.57 1.43 HAIR_LOSS - 0.193 0.3871 0.0084 0.979 0.57 2.35 ROUND_THE_WORLD_LOCAL - 0.114 0.2333 0.0008 0.997 0.57 2.40 RATWARE_STORM_URI - 0.296 0.5901 0.0160 0.974 0.57 0.46 TO_MALFORMED - 0.105 0.2161 0.0000 1.000 0.57 1.67 SUBJ_2_NUM_PARENS - 0.370 0.7363 0.0216 0.971 0.57 1.82 PORN_URL_SEX - 0.118 0.2417 0.0011 0.995 0.57 1.96 YAHOO_DRS_REDIR - 0.147 0.2964 0.0049 0.984 0.57 1.84 HTML_TAG_EXIST_MARQUEE - 0.548 1.0870 0.0357 0.968 0.57 1.07 HTML_00_10 - 0.110 0.2257 0.0008 0.997 0.57 1.72 BANG_OPRAH - 0.174 0.3480 0.0084 0.977 0.57 0.00 CONSOLIDATE_DEBT - 0.097 0.1981 0.0000 1.000 0.56 1.91 HTML_FORMACTION_MAILTO - 1.739 3.4732 0.0911 0.974 0.56 1.42 FORGED_HOTMAIL_RCVD2 - 0.096 0.1978 0.0000 1.000 0.56 1.83 DIET_3 - 0.157 0.3132 0.0076 0.976 0.56 2.30 DATE_IN_FUTURE_24_48 - 0.435 0.8625 0.0285 0.968 0.56 0.47 HTML_COMMENT_SAVED_URL - 0.094 0.1926 0.0000 1.000 0.56 1.98 CONFIRMED_FORGED - 0.093 0.1902 0.0000 1.000 0.56 1.89 HELO_DYNAMIC_ROGERS - 0.092 0.1886 0.0000 1.000 0.56 1.92 WRINKLES - 0.091 0.1866 0.0000 1.000 0.56 2.31 FAKE_HELO_MAIL_COM_DOM - 0.088 0.1806 0.0000 1.000 0.55 1.83 HTML_BADTAG_80_90 - 0.087 0.1794 0.0000 1.000 0.55 2.31 CHINA_HEADER - 0.186 0.3707 0.0110 0.971 0.55 0.11 HTML_EMBEDS - 0.086 0.1770 0.0000 1.000 0.55 1.84 MULTI_FORGED - 1.973 3.9254 0.1166 0.971 0.55 0.10 HTML_TAG_BALANCE_BODY - 0.079 0.1618 0.0000 1.000 0.55 2.31 EXCUSE_23 - 0.410 0.8102 0.0296 0.965 0.54 0.05 HTML_SHOUTING4 - 1.148 2.2671 0.0839 0.964 0.54 1.55 INVALID_TZ_GMT - 0.474 0.9348 0.0349 0.964 0.54 0.21 LOW_PRICE - 0.131 0.2621 0.0068 0.975 0.54 1.77 PORN_URL_MISC - 0.143 0.2856 0.0084 0.972 0.54 1.78 EXCUSE_6 - 5.118 10.2966 0.1952 0.981 0.54 1.12 HTML_IMAGE_RATIO_02 - 1.567 3.1033 0.1067 0.967 0.54 1.99 HTML_IMAGE_ONLY_16 - 0.074 0.1510 0.0000 1.000 0.54 2.22 HDR_ORDER_TRIMRS - 0.076 0.1546 0.0004 0.998 0.54 1.10 DRUG_ED_ONLINE - 0.248 0.4898 0.0175 0.966 0.54 0.03 UPPERCASE_75_100 - 0.068 0.1390 0.0000 1.000 0.54 0.19 HDR_ORDER_MTSRIX - 0.264 0.5217 0.0197 0.964 0.54 0.82 SUSPICIOUS_RECIPS - 2.163 4.3002 0.1310 0.970 0.54 1.28 MISSING_SUBJECT - 0.082 0.1658 0.0019 0.989 0.53 2.18 SUBJ_LIFE_INSURANCE - 0.107 0.2137 0.0053 0.976 0.53 0.03 HTML_SHOUTING5 - 0.083 0.1670 0.0023 0.987 0.53 0.54 HELO_DYNAMIC_CHELLO_NL - 0.300 0.5917 0.0232 0.962 0.53 1.82 TRACKER_ID - 2.652 5.2817 0.1519 0.972 0.53 0.04 RCVD_DOUBLE_IP_LOOSE - 0.391 0.7698 0.0311 0.961 0.53 2.08 GAPPY_SUBJECT - 0.078 0.1578 0.0019 0.988 0.53 0.91 NO_FORMS - 0.498 0.9776 0.0422 0.959 0.53 1.65 FROM_NO_LOWER - 1.374 2.7058 0.1075 0.962 0.53 0.07 MAILTO_TO_REMOVE - 0.058 0.1187 0.0000 1.000 0.53 2.01 HELO_DYNAMIC_VTR - 0.059 0.1206 0.0004 0.997 0.53 1.99 NO_CREDIT_CHECK - 0.056 0.1143 0.0000 1.000 0.53 1.81 HTTP_77 - 0.722 1.4178 0.0596 0.960 0.52 0.04 EXCUSE_10 - 0.131 0.2597 0.0091 0.966 0.52 0.00 MORTGAGE_BEST - 0.101 0.2017 0.0061 0.971 0.52 1.03 DIET_2 - 0.064 0.1306 0.0015 0.989 0.52 0.19 PORN_URL_SLUT - 1.227 2.4133 0.0999 0.960 0.52 2.05 DATE_IN_FUTURE_03_06 - 0.116 0.2293 0.0076 0.968 0.52 1.93 DATE_IN_FUTURE_96_XX - 0.055 0.1123 0.0004 0.997 0.52 0.08 SUBJ_GUARANTEED - 0.100 0.1989 0.0061 0.970 0.52 0.02 ONE_TIME_MAILING - 0.051 0.1055 0.0000 1.000 0.52 2.13 FAKE_HELO_EXCITE - 0.059 0.1194 0.0015 0.987 0.52 2.12 RATWARE_RCVD_LC_ESMTP - 0.727 1.4262 0.0619 0.958 0.52 0.22 MIME_MISSING_BOUNDARY - 1.710 3.3657 0.1360 0.961 0.52 0.01 HTML_SHOUTING3 - 3.502 6.9780 0.1982 0.972 0.52 0.00 HTML_FONT_INVISIBLE - 0.064 0.1294 0.0023 0.983 0.52 0.00 HIDE_WIN_STATUS - 0.157 0.3076 0.0141 0.956 0.52 0.91 SOME_BREAKTHROUGH - 0.067 0.1346 0.0027 0.981 0.52 0.07 AMAZING_STUFF - 1.779 3.4964 0.1455 0.960 0.51 0.03 HTML_BACKHAIR_2 - 0.070 0.1394 0.0034 0.976 0.51 0.13 OFFSHORE_SCAM - 0.051 0.1043 0.0004 0.996 0.51 2.12 FORWARD_LOOKING - 0.499 0.9736 0.0475 0.954 0.51 0.01 HTML_NONELEMENT_20_30 - 0.070 0.1390 0.0034 0.976 0.51 1.46 FROM_NO_USER - 0.289 0.5657 0.0254 0.957 0.51 1.51 FROM_HAS_MIXED_NUMS3 - 0.048 0.0987 0.0004 0.996 0.51 0.00 FORGED_QUALCOMM_TAGS - 0.046 0.0947 0.0000 1.000 0.51 1.80 RCVD_AM_PM - 0.055 0.1115 0.0019 0.983 0.51 0.02 NASTY_GIRLS - 0.064 0.1286 0.0030 0.977 0.51 0.11 FAKE_HELO_MAIL_COM - 0.120 0.2353 0.0103 0.958 0.51 0.17 MORTGAGE_RATES - 0.074 0.1470 0.0046 0.970 0.51 0.41 BILLION_DOLLARS - 0.298 0.5833 0.0270 0.956 0.51 0.07 MORTGAGE_PITCH - 0.052 0.1043 0.0015 0.986 0.50 0.90 URI_4YOU - 0.048 0.0971 0.0011 0.988 0.50 0.92 REFINANCE_YOUR_HOME - 0.385 0.7483 0.0399 0.949 0.50 0.29 BANG_MORE - 0.231 0.4506 0.0224 0.953 0.50 1.06 URG_BIZ - 0.041 0.0835 0.0000 1.000 0.50 1.68 HELO_DYNAMIC_RR2 - 0.147 0.2864 0.0152 0.950 0.50 2.02 FORGED_JUNO_RCVD - 0.040 0.0831 0.0000 1.000 0.50 1.89 CONFIDENTIAL_ORDER - 0.040 0.0819 0.0000 1.000 0.50 1.86 WITH_LC_SMTP - 1.538 3.0030 0.1458 0.954 0.50 0.27 DIET_1 - 0.134 0.2601 0.0141 0.949 0.50 0.00 HTML_WIN_OPEN - 0.166 0.3212 0.0182 0.946 0.49 0.95 SUB_HELLO - 0.044 0.0887 0.0011 0.987 0.49 2.04 PORN_15 - 0.439 0.8473 0.0505 0.944 0.49 0.00 HTML_TABLE_THICK_BORD - 5.024 9.9954 0.2978 0.971 0.49 1.69 INFO_TLD - 0.049 0.0979 0.0030 0.970 0.49 0.94 CUM_SHOT - 0.081 0.1578 0.0076 0.954 0.49 2.04 SUBJ_YOUR_DEBT - 0.038 0.0771 0.0008 0.990 0.48 0.00 HTML_SHOUTING7 - 0.035 0.0727 0.0000 1.000 0.48 1.71 WHY_PAY_MORE - 0.047 0.0931 0.0034 0.965 0.48 1.19 REFINANCE_NOW - 0.038 0.0763 0.0011 0.985 0.48 1.87 NUMERIC_HTTP_ADDR - 0.040 0.0791 0.0019 0.977 0.48 1.95 UNCLAIMED_MONEY - 0.035 0.0719 0.0004 0.995 0.48 1.80 HELO_DYNAMIC_VELOX - 0.034 0.0695 0.0000 1.000 0.48 1.66 HTML_OBFUSCATE_90_100 - 0.145 0.2788 0.0179 0.940 0.48 0.03 CREDIT_CARD - 1.771 3.4401 0.1834 0.949 0.48 0.83 NORMAL_HTTP_TO_IP - 0.047 0.0923 0.0042 0.957 0.48 0.80 DISGUISE_PORN - 0.033 0.0683 0.0000 1.000 0.48 1.66 HTML_OBFUSCATE_80_90 - 0.033 0.0675 0.0000 1.000 0.48 1.99 MSGID_FROM_MTA_HOTMAIL - 0.037 0.0743 0.0015 0.980 0.48 2.03 SUBJ_YOUR_FAMILY - 0.215 0.4139 0.0254 0.942 0.47 0.80 WHY_WAIT - 0.545 1.0471 0.0676 0.939 0.47 0.00 HTTP_ESCAPED_HOST - 0.295 0.5677 0.0349 0.942 0.47 0.01 HTML_NONELEMENT_30_40 - 0.032 0.0659 0.0000 1.000 0.47 1.78 MSGID_SPAM_ZEROES - 0.054 0.1051 0.0061 0.945 0.47 1.94 NIGERIAN_SUBJECT2 - 1.580 3.0589 0.1739 0.946 0.47 0.47 MIME_BOUND_NEXTPART - 0.032 0.0655 0.0000 1.000 0.47 1.94 BANG_QUOTE - 0.092 0.1770 0.0110 0.941 0.47 0.09 HTML_TAG_EXIST_PARAM - 0.032 0.0647 0.0000 1.000 0.47 1.66 HELO_DYNAMIC_HOME_NL - 1.621 3.1328 0.1831 0.945 0.47 1.02 HTML_IMAGE_ONLY_20 - 0.058 0.1107 0.0072 0.939 0.47 0.03 URI_LONG_HOSTNAME - 0.033 0.0667 0.0008 0.989 0.47 1.79 WE_HONOR_ALL - 0.034 0.0691 0.0015 0.978 0.47 1.88 BLANK_LINES_90_100 - 0.032 0.0655 0.0008 0.989 0.47 1.87 EXCUSE_24 - 0.511 0.9796 0.0661 0.937 0.47 0.53 INVALID_MSGID - 0.032 0.0647 0.0008 0.988 0.47 1.70 JS_FROMCHARCODE - 0.028 0.0583 0.0000 1.000 0.47 1.94 RATWARE_JPFREE - 0.071 0.1346 0.0099 0.932 0.46 1.94 FREE_PORN - 0.255 0.4910 0.0311 0.940 0.46 1.87 ADDRESS_IN_SUBJECT - 0.028 0.0571 0.0000 1.000 0.46 1.58 MSGID_SPAM_99X9XX99 - 0.034 0.0683 0.0019 0.973 0.46 1.86 FIN_FREE - 0.047 0.0903 0.0061 0.937 0.46 1.94 DOMAIN_4U2 - 0.057 0.1079 0.0080 0.931 0.46 0.43 ACT_NOW_CAPS - 0.759 1.4614 0.0904 0.942 0.46 0.04 HTML_FONT_FACE_BAD - 0.028 0.0563 0.0004 0.993 0.46 1.80 COMPETE - 0.031 0.0627 0.0015 0.976 0.46 1.89 FREE_PREVIEW - 2.952 5.7467 0.2959 0.951 0.46 0.02 MIME_BASE64_NO_NAME - 0.039 0.0759 0.0042 0.948 0.46 0.22 FREE_SAMPLE - 0.039 0.0747 0.0046 0.943 0.45 0.05 FREE_QUOTE_INSTANT - 0.039 0.0747 0.0046 0.943 0.45 1.44 EXCUSE_4 - 0.132 0.2497 0.0197 0.927 0.45 0.51 EXCUSE_REMOVE - 0.147 0.2792 0.0220 0.927 0.45 1.61 SOMETHING_FOR_ADULTS - 0.108 0.2033 0.0171 0.922 0.45 0.82 MSGID_NO_HOST - 3.058 5.9429 0.3152 0.950 0.45 1.84 PRIORITY_NO_NAME - 0.025 0.0511 0.0008 0.985 0.45 1.68 FROM_NONSENDING_DOMAIN - 0.177 0.3356 0.0266 0.927 0.45 0.00 REPLY_TO_ULINE_NUMS - 0.022 0.0451 0.0000 1.000 0.45 1.85 SENT_IN_COMPLIANCE - 6.043 11.9868 0.3927 0.968 0.45 0.03 HTML_TEXT_AFTER_HTML - 0.050 0.0943 0.0084 0.919 0.45 0.04 HTML_SHOUTING9 - 0.047 0.0891 0.0076 0.921 0.45 1.47 GET_PAID - 0.033 0.0643 0.0030 0.955 0.45 1.84 SELECTED_YOU - 0.021 0.0431 0.0000 1.000 0.45 1.57 RCVD_BONUS_SPC_DATE - 0.105 0.1974 0.0171 0.920 0.45 0.00 ENTITY_DEC_SPACE - 0.030 0.0595 0.0027 0.957 0.45 1.08 MEET_SINGLES - 0.418 0.7942 0.0611 0.929 0.45 0.74 BLANK_LINES_70_80 - 0.035 0.0675 0.0042 0.942 0.45 1.79 WHILE_YOU_SLEEP - 0.020 0.0419 0.0000 1.000 0.45 1.85 RESISTANCE_IS_FUTILE - 0.021 0.0427 0.0004 0.991 0.44 1.85 BE_BOSS - 0.020 0.0415 0.0000 1.000 0.44 1.25 YOU_CAN_SEARCH - 0.032 0.0611 0.0034 0.947 0.44 1.42 SEDUCTION - 2.844 5.4947 0.3232 0.944 0.44 1.35 HTML_10_20 - 1.277 2.4237 0.1872 0.928 0.44 0.08 X_PRIORITY_HIGH - 0.124 0.2329 0.0205 0.919 0.44 1.04 ADDR_FREE - 0.020 0.0403 0.0000 1.000 0.44 1.61 PREST_NON_ACCREDITED - 0.327 0.6168 0.0513 0.923 0.44 1.58 DEAR_SOMETHING - 0.019 0.0392 0.0000 1.000 0.44 1.80 MICRO_CAP_WARNING - 0.024 0.0467 0.0019 0.961 0.44 1.61 TO_NO_USER - 0.020 0.0403 0.0004 0.991 0.44 1.69 BARGAIN_URL - 0.019 0.0384 0.0000 1.000 0.44 1.51 NIGERIAN_BODY_GOVT_3 - 0.554 1.0455 0.0862 0.924 0.44 0.00 EXTRA_MPART_TYPE - 0.019 0.0396 0.0004 0.990 0.44 1.85 HARDCORE_PORN - 0.059 0.1079 0.0118 0.902 0.44 1.77 WEIRD_QUOTING - 0.903 1.6999 0.1447 0.922 0.44 0.00 ORDER_NOW - 0.024 0.0471 0.0023 0.954 0.44 1.80 BILL_1618 - 0.020 0.0403 0.0008 0.982 0.44 1.85 PAY_SITE - 0.018 0.0376 0.0000 1.000 0.44 1.50 RATWARE_HASH_DASH - 1.148 2.1780 0.1690 0.928 0.44 0.79 HTML_IMAGE_ONLY_24 - 1.250 2.3634 0.1907 0.925 0.44 0.52 HTML_IMAGE_RATIO_04 - 1.060 2.0043 0.1629 0.925 0.44 0.00 HTML_TAG_BALANCE_HTML - 0.021 0.0411 0.0011 0.973 0.44 1.61 AMATEUR_PORN - 1.944 3.6782 0.2951 0.926 0.43 0.31 HTML_WEB_BUGS - 0.047 0.0855 0.0095 0.900 0.43 1.73 SUBJ_FOR_ONLY - 0.060 0.1095 0.0129 0.894 0.43 0.00 LOW_INTEREST - 0.093 0.1722 0.0179 0.906 0.43 0.22 BLANK_LINES_80_90 - 0.019 0.0380 0.0011 0.971 0.43 1.30 PORN_16 - 0.018 0.0368 0.0008 0.980 0.43 1.76 BUY_DIRECT - 0.028 0.0535 0.0042 0.928 0.43 0.04 ONE_TIME - 1.686 3.1828 0.2624 0.924 0.43 0.00 REMOVE_PAGE - 0.056 0.1015 0.0125 0.890 0.43 0.63 EXTRA_CASH - 0.021 0.0415 0.0023 0.948 0.43 1.68 BEEN_TURNED_DOWN - 0.015 0.0316 0.0000 1.000 0.43 1.76 HTTP_CTRL_CHARS_HOST - 0.030 0.0559 0.0049 0.919 0.43 1.13 FORGED_EUDORAMAIL_RCVD - 6.414 12.6496 0.4854 0.963 0.43 1.76 MSGID_FROM_MTA_ID - 0.015 0.0312 0.0000 1.000 0.43 1.45 HELO_DYNAMIC_HEXIP - 0.015 0.0308 0.0000 1.000 0.43 1.76 REMOVE_POSTAL - 7.345 14.5312 0.5127 0.966 0.43 0.00 FORGED_RCVD_NET_HELO - 5.722 11.2518 0.4645 0.960 0.42 0.75 HTML_TEXT_AFTER_BODY - 6.741 13.3020 0.5040 0.963 0.42 0.00 MISSING_MIMEOLE - 0.023 0.0435 0.0038 0.920 0.42 1.76 EARN_PER_WEEK - 0.014 0.0296 0.0000 1.000 0.42 1.42 DRUG_ED_COMBO - 0.017 0.0328 0.0011 0.966 0.42 0.00 HIDDEN_CHARGES - 0.014 0.0288 0.0000 1.000 0.42 1.47 FORGED_TELESP_RCVD - 0.880 1.6427 0.1550 0.914 0.42 0.00 HTML_NONELEMENT_10_20 - 0.337 0.6276 0.0608 0.912 0.42 0.02 HTML_EVENT_UNSAFE - 0.017 0.0328 0.0015 0.956 0.42 1.11 BANKRUPTCY - 0.721 1.3411 0.1306 0.911 0.42 0.81 SUBJ_HAS_UNIQ_ID - 0.033 0.0603 0.0068 0.898 0.42 1.48 HEADER_COUNT_CTYPE - 0.043 0.0775 0.0103 0.883 0.42 0.00 THE_BEST_RATE - 0.049 0.0875 0.0122 0.878 0.42 0.00 ALL_CAPS_GUAR - 0.013 0.0272 0.0000 1.000 0.42 1.55 CANNOT_BE_SPAM - 0.113 0.2081 0.0232 0.900 0.42 1.45 RECEIVE_OFFER - 0.270 0.5018 0.0490 0.911 0.42 0.10 SUB_FREE_OFFER - 0.898 1.6727 0.1614 0.912 0.42 0.00 CLICK_BELOW_CAPS - 0.420 0.7830 0.0744 0.913 0.42 0.00 HTTP_EXCESSIVE_ESCAPES - 0.012 0.0256 0.0000 1.000 0.41 1.67 NO_MEDICAL - 0.012 0.0252 0.0000 1.000 0.41 1.37 YAHOO_RD_REDIR - 0.043 0.0775 0.0110 0.876 0.41 0.66 INVALID_DATE_TZ_ABSURD - 0.719 1.3375 0.1310 0.911 0.41 0.97 HOT_NASTY - 0.118 0.2165 0.0251 0.896 0.41 0.43 ITS_LEGAL - 0.088 0.1598 0.0201 0.888 0.41 0.04 BEST_PORN - 0.012 0.0248 0.0000 1.000 0.41 1.41 HELO_DYNAMIC_CHELLO_NO - 0.019 0.0364 0.0030 0.923 0.41 1.21 FORGED_MUA_THEBAT_CS - 0.183 0.3356 0.0380 0.898 0.41 1.44 FROM_STARTS_WITH_NUMS - 0.012 0.0244 0.0000 1.000 0.41 1.22 HELO_DYNAMIC_TELIA - 0.011 0.0232 0.0000 1.000 0.41 1.43 FAKED_UNDISC_RECIPS - 0.013 0.0256 0.0008 0.971 0.41 0.13 NO_CATCH - 0.011 0.0224 0.0000 1.000 0.41 1.67 JAPANESE_UCE_SUBJECT - 0.011 0.0220 0.0000 1.000 0.41 1.45 FORGED_AOL_RCVD - 49.470 0.9484 95.5982 0.010 0.41 -1.67 BAYES_00 - 0.728 1.3407 0.1447 0.903 0.41 0.00 MIME_QP_EXCESSIVE - 0.036 0.0647 0.0091 0.877 0.41 0.08 LOW_PAYMENT - 0.616 1.1382 0.1196 0.905 0.41 0.01 US_DOLLARS_3 - 0.011 0.0216 0.0000 1.000 0.41 1.36 TO_TXT - 0.011 0.0216 0.0000 1.000 0.41 1.41 NONEXISTENT_CHARSET - 0.011 0.0216 0.0000 1.000 0.41 1.45 HELO_DYNAMIC_NTL - 0.011 0.0216 0.0000 1.000 0.41 1.50 FORGED_GW05_RCVD - 0.020 0.0364 0.0038 0.905 0.41 0.00 BARELY_LEGAL - 0.020 0.0364 0.0038 0.905 0.41 1.33 ACCEPT_CREDIT_CARDS - 0.040 0.0715 0.0106 0.871 0.41 1.21 SUBJ_AS_SEEN - 9.612 18.9253 0.7581 0.961 0.41 1.35 RCVD_NUMERIC_HELO - 0.010 0.0204 0.0000 1.000 0.41 1.20 INVALUABLE_MARKETING - 0.010 0.0204 0.0000 1.000 0.41 1.33 JODY - 0.028 0.0495 0.0072 0.873 0.41 0.00 SUBJ_2_CREDIT - 0.013 0.0260 0.0015 0.945 0.41 1.64 EARNINGS - 0.010 0.0200 0.0000 1.000 0.40 1.32 COPY_ACCURATELY - 0.018 0.0332 0.0038 0.897 0.40 0.32 PORN_CELEBRITY - 0.010 0.0196 0.0000 1.000 0.40 1.23 ORDER_REPORT - 0.010 0.0196 0.0000 1.000 0.40 1.37 TO_RECIP_MARKER - 0.040 0.0715 0.0110 0.867 0.40 0.08 LINK_TO_NO_SCHEME - 0.013 0.0248 0.0015 0.942 0.40 1.66 SERIOUS_ONLY - 0.009 0.0188 0.0000 1.000 0.40 0.00 UNIVERSITY_DIPLOMAS - 0.009 0.0188 0.0000 1.000 0.40 0.00 USERNAME_IN_SUBJECT - 0.010 0.0196 0.0004 0.981 0.40 0.04 OUR_AFFILIATE_PARTNERS - 0.028 0.0495 0.0080 0.861 0.40 1.66 CELL_PHONE_IMPROVE - 0.018 0.0324 0.0042 0.886 0.40 0.02 LIVE_PORN - 0.178 0.3224 0.0403 0.889 0.40 1.29 DEAR_FRIEND - 0.011 0.0216 0.0011 0.950 0.40 0.27 NIGERIAN_SUBJECT1 - 5.748 11.1974 0.5678 0.952 0.40 0.04 HTML_90_100 - 0.020 0.0364 0.0049 0.880 0.40 1.59 FREE_MEMBERSHIP - 1.234 2.2687 0.2510 0.900 0.40 0.03 SAVE_MONEY - 0.141 0.2581 0.0296 0.897 0.40 0.00 MIME_BASE64_LATIN - 0.009 0.0184 0.0004 0.980 0.40 0.00 FREE_GRANT - 0.010 0.0192 0.0008 0.962 0.40 1.07 NONSECURED_CREDIT - 0.013 0.0248 0.0023 0.916 0.40 0.00 LONG_DISTANCE - 0.008 0.0168 0.0000 1.000 0.40 0.00 FAKE_HELO_LYCOS - 8.858 17.2390 0.8895 0.951 0.40 0.00 HTML_FONT_BIG - 0.013 0.0244 0.0023 0.914 0.40 0.92 MULTI_REMOVAL_1WORD - 1.770 3.2787 0.3361 0.907 0.40 0.00 INVALID_DATE - 0.008 0.0156 0.0000 1.000 0.39 0.00 MDAEMON_2_7_4 - 3.178 6.0571 0.4409 0.932 0.39 0.57 HTML_20_30 - 0.007 0.0148 0.0000 1.000 0.39 0.00 CABLE_CONVERTER - 0.436 0.8002 0.0896 0.899 0.39 0.65 MISSING_DATE - 0.986 1.8069 0.2047 0.898 0.39 0.60 MANY_EXCLAMATIONS - 1.792 3.3162 0.3426 0.906 0.39 0.07 MSGID_FROM_MTA_HEADER - 0.009 0.0172 0.0008 0.958 0.39 0.00 FREE_PASSWORD - 0.007 0.0144 0.0000 1.000 0.39 0.00 PORN_URL_PANT - 0.007 0.0144 0.0000 1.000 0.39 0.00 FORGED_JUNO_FROM - 0.007 0.0144 0.0000 1.000 0.39 0.00 FORGED_MUA_APPLEMAIL - 0.993 1.8169 0.2093 0.897 0.39 0.26 SUBJ_ALL_CAPS - 0.017 0.0300 0.0046 0.868 0.39 1.61 NO_DISAPPOINTMENT - 0.012 0.0216 0.0023 0.904 0.39 0.00 BILL_SECTION - 12.023 23.6353 0.9840 0.960 0.39 0.05 RCVD_BY_IP - 0.007 0.0140 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM - 0.421 0.7714 0.0877 0.898 0.39 0.98 DATE_IN_PAST_96_XX - 0.042 0.0723 0.0141 0.837 0.39 0.00 HTML_SHOUTING6 - 0.411 0.7518 0.0870 0.896 0.39 0.14 RISK_FREE - 0.007 0.0140 0.0004 0.974 0.39 0.00 NOT_ML_MARKETING - 0.011 0.0196 0.0023 0.896 0.39 0.17 FAKE_HELO_YAHOO_CA - 0.006 0.0120 0.0000 1.000 0.39 0.00 NO_GIMMICK - 0.048 0.0811 0.0163 0.832 0.39 0.35 EXCUSE_12 - 0.100 0.1790 0.0258 0.874 0.39 0.00 DO_IT_TODAY - 0.006 0.0116 0.0000 1.000 0.39 0.00 MSGID_3_DOLLARS - 0.006 0.0116 0.0000 1.000 0.39 0.00 BTAMAIL_URL - 0.006 0.0116 0.0000 1.000 0.39 0.00 NIGERIAN_SCAM_VIRTUE - 0.006 0.0116 0.0000 1.000 0.39 0.00 RATWARE_VC_IPA - 0.006 0.0124 0.0004 0.970 0.38 0.00 MEGA_SITE - 0.007 0.0136 0.0008 0.947 0.38 0.00 LESBIAN - 18.220 36.2957 1.0353 0.972 0.38 0.02 MIME_HTML_NO_CHARSET - 0.005 0.0100 0.0000 1.000 0.38 0.00 NIGERIAN_SUBJECT6 - 0.005 0.0100 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL - 0.016 0.0280 0.0053 0.840 0.38 1.03 INITIAL_INVEST - 0.013 0.0224 0.0038 0.855 0.38 1.47 TARGETED - 0.013 0.0224 0.0038 0.855 0.38 0.00 HTML_ALL_CAPS - 0.009 0.0164 0.0019 0.896 0.38 0.00 APPLY_ONLINE - 0.007 0.0128 0.0011 0.918 0.38 0.00 LYING_EYES - 7.269 13.9104 0.9552 0.936 0.38 1.57 BAYES_50 - 0.029 0.0483 0.0106 0.820 0.38 0.94 MILLION_EMAIL - 0.004 0.0084 0.0000 1.000 0.38 0.00 INTL_DRIVERS_LICENSE - 0.022 0.0372 0.0080 0.823 0.38 1.57 REPLY_TO_EMPTY - 0.005 0.0096 0.0004 0.962 0.38 0.00 MAIL_IN_ORDER_FORM - 0.018 0.0304 0.0065 0.825 0.38 0.02 UP_TO_OR_MORES - 0.159 0.2836 0.0406 0.875 0.38 0.11 ADDR_NUMS_AT_BIGSITE - 0.006 0.0108 0.0008 0.934 0.38 0.00 X_PRI_MISMATCH_HI - 0.349 0.6264 0.0843 0.881 0.38 0.04 SAVE_UP_TO - 0.004 0.0080 0.0000 1.000 0.38 0.00 RECEIVED_IDENT_SQUID - 0.004 0.0080 0.0000 1.000 0.38 0.00 X_PMFLAGS_PRESENT - 0.121 0.2153 0.0323 0.870 0.38 0.59 SEE_FOR_YOURSELF - 0.009 0.0156 0.0023 0.872 0.38 0.00 SEX_FEST - 29.043 57.8289 1.6764 0.972 0.38 1.16 MIME_HTML_ONLY - 0.004 0.0076 0.0000 1.000 0.38 0.00 SAFEGUARD_NOTICE - 0.016 0.0268 0.0057 0.825 0.38 1.00 JOIN_MILLIONS - 0.003 0.0068 0.0000 1.000 0.38 0.00 MSGID_THREESIXSIX - 0.003 0.0068 0.0000 1.000 0.38 0.00 HELO_DYNAMIC_VIRTUA - 0.011 0.0180 0.0034 0.840 0.38 0.00 URI_IS_POUND - 3.887 7.3383 0.6058 0.924 0.37 0.00 MISSING_OUTLOOK_NAME - 0.075 0.1278 0.0243 0.840 0.37 0.10 ML_MARKETING - 0.004 0.0072 0.0004 0.950 0.37 0.00 YAHOO_SRD_REDIR - 0.004 0.0072 0.0004 0.950 0.37 0.00 FREE_INVESTMENT - 3.481 6.5481 0.5651 0.921 0.37 0.44 HTML_30_40 - 0.003 0.0060 0.0000 1.000 0.37 0.00 FAKE_HELO_EUDORAMAIL - 0.022 0.0368 0.0087 0.808 0.37 1.57 CELL_PHONE_FREE - 0.004 0.0068 0.0004 0.947 0.37 0.00 FORGED_MUA_MSN - 0.004 0.0076 0.0008 0.909 0.37 0.00 INCOME - 0.003 0.0056 0.0000 1.000 0.37 0.00 BZ_TLD - 0.003 0.0056 0.0000 1.000 0.37 0.00 USE_IDENTITY - 0.003 0.0064 0.0004 0.944 0.37 0.00 GET_STARTED_NOW - 0.003 0.0052 0.0000 1.000 0.37 0.00 LOTS_OF_CC_LINES - 0.003 0.0052 0.0000 1.000 0.37 0.00 MSGID_SPAM_1 - 0.003 0.0052 0.0000 1.000 0.37 0.00 OUR_STRICT_ANTI - 0.003 0.0052 0.0000 1.000 0.37 0.00 FAKE_HELO_MAILCITY - 0.286 0.5142 0.0684 0.883 0.37 0.00 REMOVE_FROM_LIST - 0.011 0.0188 0.0046 0.805 0.37 0.03 AOL_USERS_LINK - 0.004 0.0064 0.0008 0.894 0.37 0.00 THIS_IS_AN_AD - 0.002 0.0044 0.0000 1.000 0.37 0.00 WALAA - 3.889 7.2045 0.7364 0.907 0.37 0.05 HTML_40_50 - 1.419 2.5484 0.3460 0.880 0.37 0.04 HTML_TITLE_EMPTY - 0.305 0.5493 0.0737 0.882 0.37 0.02 UPPERCASE_50_75 - 0.003 0.0056 0.0008 0.880 0.37 0.00 SUBJ_DOUBLE_YOUR - 0.002 0.0036 0.0000 1.000 0.37 0.00 TO_INVESTORS - 0.002 0.0036 0.0000 1.000 0.37 0.00 READ_TO_END - 0.002 0.0036 0.0000 1.000 0.37 0.00 RATWARE_SCREWUP_1 - 0.002 0.0036 0.0000 1.000 0.37 0.00 FAKE_HELO_CARAMAIL - 0.289 0.5193 0.0703 0.881 0.37 0.15 SUBJ_FREE_CAP - 0.001 0.0028 0.0000 1.000 0.37 0.00 CHANGE_TERMS - 0.001 0.0028 0.0000 1.000 0.37 0.00 NOT_INTENDED - 0.001 0.0028 0.0000 1.000 0.37 0.00 MORTGAGE_LINKS - 0.001 0.0028 0.0000 1.000 0.37 0.00 FURTHER_TRANSMISSIONS - 0.001 0.0028 0.0000 1.000 0.37 0.00 X_ENC_PRESENT - 0.002 0.0040 0.0004 0.913 0.36 0.00 FORGED_YAHOO_RCVD_SMTP - 0.001 0.0024 0.0000 1.000 0.36 0.00 APPLY_FREE - 0.001 0.0024 0.0000 1.000 0.36 0.00 FRIEND_PUBLIC - 0.001 0.0024 0.0000 1.000 0.36 0.00 RECEIVED_CACHEFLOW - 0.001 0.0024 0.0000 1.000 0.36 0.00 RATWARE_EVAMAIL - 40.249 74.6109 7.5825 0.908 0.36 0.00 HTML_MESSAGE - 0.001 0.0020 0.0000 1.000 0.36 0.00 CREDITORS_CALLING - 0.001 0.0020 0.0000 1.000 0.36 0.00 STOP_SNORING - 0.008 0.0124 0.0034 0.784 0.36 0.00 HTML_SHOUTING8 - 4.229 7.7874 0.8469 0.902 0.36 0.54 HTML_50_60 - 0.001 0.0016 0.0000 1.000 0.36 0.00 MORTGAGE_WAITING - 0.001 0.0016 0.0000 1.000 0.36 0.00 MSGID_4NUMS_DOLLAR - 0.001 0.0016 0.0000 1.000 0.36 0.00 RATWARE_OE_PI - 0.001 0.0016 0.0000 1.000 0.36 0.00 HIDDEN_ASSETS - 0.001 0.0016 0.0000 1.000 0.36 0.00 HELO_DYNAMIC_TDS - 0.001 0.0016 0.0000 1.000 0.36 0.00 WEALTH - 0.001 0.0012 0.0000 1.000 0.36 0.00 NO_SELLING - 0.001 0.0012 0.0000 1.000 0.36 0.00 FRIEND_AT_PUBLIC - 0.001 0.0012 0.0000 1.000 0.36 0.00 BTAMAIL_HEADER - 0.001 0.0012 0.0000 1.000 0.36 0.00 DIG_UP_INFO - 0.001 0.0012 0.0000 1.000 0.36 0.00 FORGED_RCVD_FROM_NUM - 2.953 5.4655 0.5636 0.907 0.36 0.00 HTML_BADTAG_00_10 - 0.001 0.0020 0.0004 0.840 0.36 0.00 RATWARE_IMKTG - 0.000 0.0008 0.0000 1.000 0.36 0.00 EXCUSE_22 - 0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_EMPTY_HELO - 0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_MMAILER - 0.000 0.0008 0.0000 1.000 0.36 0.00 VAR_REF_IN_RECEIVED - 0.014 0.0220 0.0068 0.763 0.36 1.12 START_NOW_CAPS - 0.000 0.0004 0.0000 1.000 0.36 0.00 MSGID_SPAM_6LETTER - 0.000 0.0004 0.0000 1.000 0.36 0.00 SUBJ_FREE_INSTANT - 0.000 0.0004 0.0000 1.000 0.36 0.00 NEVER_ANOTHER - 0.000 0.0004 0.0000 1.000 0.36 0.00 RUSSIAN_UCE_SUBJECT - 0.004 0.0056 0.0019 0.747 0.36 0.00 FROM_HAS_MIXED_NUMS2 - 1.263 2.2404 0.3335 0.870 0.36 0.92 DATE_IN_PAST_06_12 - 0.000 0.0000 0.0000 0.500 0.36 0.00 - 0.000 0.0000 0.0000 0.500 0.36 0.00 DATE_YEAR_ZERO_FIRST - 0.000 0.0000 0.0000 0.500 0.36 2.50 HEAD_LONG - 0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_HAS_TIME_ID - 0.000 0.0000 0.0000 0.500 0.36 0.00 ID_UNIQUE - 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_DIFFOND - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_LIST_UNSUBSCRIBE - 0.000 0.0000 0.0000 0.500 0.36 0.00 HTTP_ENTITIES_HOST - 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_XMAILER - 0.000 0.0000 0.0000 0.500 0.36 0.00 TO_FILENAME - 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_BAD_REFS - 0.000 0.0000 0.0000 0.500 0.36 0.00 PRIORITY_MAIL - 0.000 0.0000 0.0000 0.500 0.36 0.00 MORTGAGE_NETWORK - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_PRECEDENCE_REF - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAILER_GIBBERISH - 0.000 0.0000 0.0000 0.500 0.36 0.00 BUY_JUDGEMENTS - 0.000 0.0000 0.0000 0.500 0.36 0.00 NO_MIDDLEMAN - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_BY_QVES_COM - 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_6_CAPS_ESMTP_ID - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_SERV_HOST_PRESENT - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_STORMPOST_TO - 0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_RIPPED - 0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAIL_ID_PRESENT - 0.302 0.5329 0.0832 0.865 0.36 0.00 ENTITY_DEC_OTHER - 0.001 0.0008 0.0004 0.678 0.36 0.00 EXCUSE_21 - 0.003 0.0040 0.0015 0.724 0.36 0.00 IDENT_NOBODY - 0.000 0.0004 0.0004 0.513 0.36 0.00 SUBJ_NOW_ONLY - 1.451 2.5959 0.3631 0.877 0.36 0.00 HTML_NONELEMENT_00_10 - 0.003 0.0036 0.0015 0.703 0.36 0.00 FREE_INSTALL - 6.456 11.6665 1.5024 0.886 0.35 0.02 HTML_LINK_CLICK_HERE - 0.002 0.0028 0.0015 0.648 0.35 0.00 ONCE_IN_LIFETIME - 2.164 3.9286 0.4869 0.890 0.35 0.13 DATE_IN_PAST_03_06 - 0.001 0.0016 0.0011 0.584 0.35 0.00 DRUG_ED_HERBAL - 0.368 0.6532 0.0965 0.871 0.35 0.39 FROM_WEBMAIL_END_NUMS6 - 0.006 0.0092 0.0038 0.708 0.35 0.00 MIME_BOUND_MA - 0.006 0.0092 0.0038 0.708 0.35 0.00 NO_INVENTORY - 0.004 0.0048 0.0023 0.678 0.35 0.00 NEW_CUSTOMER - 0.012 0.0176 0.0065 0.731 0.35 0.00 FIND_ANYTHING - 0.003 0.0044 0.0023 0.659 0.35 0.00 BUGGY_CGI - 0.013 0.0188 0.0076 0.712 0.35 1.46 MIME_BOUND_DIGITS_7 - 0.004 0.0056 0.0034 0.621 0.35 0.00 NO_INVESTMENT - 5.531 9.9858 1.2962 0.885 0.35 0.04 HTML_70_80 - 6.392 11.2889 1.7360 0.867 0.35 0.04 HTML_80_90 - 0.030 0.0455 0.0156 0.745 0.35 0.37 YOUR_INCOME - 0.045 0.0707 0.0205 0.775 0.35 0.25 FREE_ACCESS - 22.226 18.7451 25.5359 0.423 0.35 0.27 FORGED_RCVD_HELO - 8.153 12.8933 3.6460 0.780 0.34 0.00 CLICK_BELOW - 0.401 0.7063 0.1117 0.863 0.34 0.00 LIMITED_TIME_ONLY - 3.699 6.6156 0.9255 0.877 0.34 0.10 MIME_QP_LONG_LINE - 2.435 4.4004 0.5666 0.886 0.34 0.08 HTML_TAG_EXIST_TBODY - 4.409 7.9579 1.0342 0.885 0.34 0.00 HTML_60_70 - 0.053 0.0835 0.0247 0.772 0.34 1.37 SUBJ_YOUR_OWN - 0.202 0.3468 0.0646 0.843 0.34 0.04 SAVINGS - 0.008 0.0096 0.0061 0.612 0.34 0.00 BANG_BOSS - 0.104 0.1730 0.0387 0.817 0.34 0.84 COMPLETELY_FREE - 1.028 1.7630 0.3297 0.842 0.34 0.01 EXCUSE_3 - 0.036 0.0551 0.0186 0.748 0.34 0.49 CONGRATULATIONS - 0.875 1.5017 0.2795 0.843 0.34 0.00 HTML_BACKHAIR_1 - 0.021 0.0296 0.0125 0.702 0.34 0.00 NO_QS_ASKED - 0.279 0.4830 0.0855 0.850 0.33 0.28 HTML_FONT_FACE_CAPS - 0.002 0.0004 0.0042 0.087 0.33 0.00 MIME_BOUND_HEX_24 - 1.058 1.8149 0.3388 0.843 0.33 0.00 HTTP_WITH_EMAIL_IN_URL - 0.777 1.3231 0.2571 0.837 0.33 0.34 HTML_IMAGE_RATIO_06 - 5.016 8.0159 2.1633 0.787 0.32 0.01 LINES_OF_YELLING - 1.346 2.3095 0.4307 0.843 0.32 1.29 UNDISC_RECIPS - 0.364 0.6208 0.1204 0.838 0.32 1.16 NO_OBLIGATION - 0.003 0.0004 0.0061 0.062 0.32 0.00 WE_HATE_SPAM2 - 0.151 0.2481 0.0581 0.810 0.31 0.48 OPTING_OUT_CAPS - 5.458 7.3563 3.6540 0.668 0.31 0.52 FROM_ENDS_IN_NUMS - 8.309 7.3567 9.2148 0.444 0.31 0.34 NO_REAL_NAME - 0.039 0.0543 0.0235 0.698 0.31 0.00 RICH - 0.133 0.2121 0.0573 0.787 0.30 0.00 ALL_CAP_FOR_ADULTS - 0.960 1.5976 0.3543 0.818 0.30 1.15 DATE_IN_FUTURE_06_12 - 0.090 0.1366 0.0456 0.750 0.30 0.01 EXCUSE_11 - 0.062 0.0903 0.0361 0.714 0.30 0.00 HTML_TITLE_EXTRA - 1.597 2.5276 0.7113 0.780 0.29 0.04 UPPERCASE_25_50 - 0.075 0.1099 0.0425 0.721 0.29 0.08 FULL_REFUND - 0.309 0.5090 0.1189 0.811 0.29 0.01 EXCUSE_7 - 2.277 3.6242 0.9969 0.784 0.29 0.03 URI_REDIRECTOR - 0.387 0.6248 0.1610 0.795 0.29 0.00 LOTS_OF_STUFF - 0.105 0.1594 0.0539 0.747 0.29 0.02 EXCUSE_19 - 0.677 1.0635 0.3091 0.775 0.29 0.00 HTML_EVENT - 0.019 0.0204 0.0182 0.528 0.29 0.01 DIRECT_EMAIL - 0.028 0.0336 0.0228 0.596 0.28 0.00 X_ESMTP - 0.688 1.0682 0.3262 0.766 0.28 0.00 HTML_JAVASCRIPT - 0.264 0.4207 0.1158 0.784 0.28 0.01 EARN_MONEY - 0.014 0.0116 0.0163 0.415 0.27 0.00 FROM_AND_TO_SAME - 0.518 0.8106 0.2404 0.771 0.27 0.01 HTML_IMAGE_RATIO_08 - 0.441 0.7047 0.1907 0.787 0.27 0.34 NO_COST - 1.920 2.8927 0.9954 0.744 0.27 0.00 MAILTO_WITH_SUBJ - 0.938 1.4961 0.4083 0.786 0.27 0.06 US_DOLLARS_2 - 0.687 1.0595 0.3331 0.761 0.27 0.03 LINES_OF_YELLING_3 - 0.067 0.0895 0.0456 0.663 0.27 0.00 YOU_WON - 0.168 0.2537 0.0858 0.747 0.26 0.00 WHILE_SUPPLIES - 0.475 0.7395 0.2245 0.767 0.26 0.04 FREE_TRIAL - 1.382 2.0538 0.7432 0.734 0.26 0.03 LINES_OF_YELLING_2 - 0.793 1.2077 0.3980 0.752 0.25 0.02 FROM_HAS_MIXED_NUMS - 0.065 0.0791 0.0517 0.605 0.24 0.11 NO_PURCHASE - 0.103 0.1390 0.0691 0.668 0.24 0.33 WORK_AT_HOME - 0.417 0.6120 0.2321 0.725 0.23 0.23 WEIRD_PORT - 0.426 0.6216 0.2404 0.721 0.23 0.91 PLING_QUERY - 0.681 1.0055 0.3722 0.730 0.23 0.09 MISSING_HEADERS - 0.383 0.2225 0.5347 0.294 0.23 -0.93 BAYES_05 - 0.659 0.9660 0.3676 0.724 0.22 0.57 DATE_IN_PAST_12_24 - 0.123 0.1598 0.0877 0.646 0.21 0.00 CASHCASHCASH - 0.041 0.0372 0.0444 0.455 0.20 0.00 JAVASCRIPT_URI - 0.546 0.7475 0.3540 0.679 0.20 0.21 PLING_PLING - 0.017 0.0056 0.0273 0.170 0.20 0.00 MIME_BOUND_DASH_DIGIT - 0.270 0.3404 0.2028 0.627 0.19 0.00 HTML_IMAGE_RATIO_12 - 1.735 1.5712 1.8902 0.454 0.18 0.11 MAILTO_TO_SPAM_ADDR - 0.078 0.0779 0.0775 0.501 0.18 0.00 EXCUSE_15 - 0.304 0.3783 0.2332 0.619 0.17 0.00 HTML_IMAGE_RATIO_10 - 0.272 0.3360 0.2119 0.613 0.17 0.03 OPTING_OUT - 0.476 0.3703 0.5769 0.391 0.17 -0.73 BAYES_10 - 0.909 1.0427 0.7824 0.571 0.17 0.13 TO_ADDRESS_EQ_REAL - 0.475 0.5968 0.3600 0.624 0.16 0.00 FOR_FREE - 0.033 0.0156 0.0505 0.236 0.15 0.00 NO_EXPERIENCE - 0.180 0.1962 0.1637 0.545 0.15 0.00 HTML_IMAGE_RATIO_14 - 0.753 0.7219 0.7824 0.480 0.12 0.07 EXCUSE_1 - 0.255 0.2465 0.2636 0.483 0.11 0.13 DATE_IN_PAST_24_48 - 0.547 0.5921 0.5047 0.540 0.10 -0.28 BAYES_25 - 0.114 0.0807 0.1462 0.356 0.10 0.22 DATE_IN_PAST_48_96 - 0.072 0.0423 0.1006 0.296 0.10 0.00 MIME_QP_DEFICIENT - 0.233 0.2009 0.2636 0.433 0.09 0.08 FROM_HAS_ULINE_NUMS - 0.429 0.3963 0.4592 0.463 0.08 0.00 NO_FEE - 0.370 0.3120 0.4254 0.423 0.07 0.01 BANG_MONEY - 0.339 0.2645 0.4106 0.392 0.05 0.16 TO_EMPTY - 0.058 0.0028 0.1101 0.025 0.01 0.00 MIME_BOUND_DIGITS_4 - 0.104 0.0276 0.1762 0.135 0.00 0.00 MIME_QP_NO_CHARSET + 176402 123290 53112 0.699 0.00 0.00 (all messages) +100.000 69.8915 30.1085 0.699 0.00 0.00 (all messages as %) + 10.679 15.2794 0.0000 1.000 0.99 4.16 MIME_BOUND_DD_DIGITS + 13.709 19.6131 0.0038 1.000 0.99 3.70 RCVD_HELO_IP_MISMATCH + 7.739 11.0723 0.0000 1.000 0.98 3.98 SUBJ_ILLEGAL_CHARS + 5.563 7.9593 0.0000 1.000 0.96 3.87 FORGED_OUTLOOK_HTML + 5.436 7.7784 0.0000 1.000 0.96 4.07 MSGID_SPAM_CAPS + 5.017 7.1782 0.0000 1.000 0.96 4.07 RCVD_DOUBLE_IP_SPAM + 7.006 10.0219 0.0056 0.999 0.96 3.88 HELO_DYNAMIC_IPADDR + 4.837 6.9203 0.0000 1.000 0.95 4.07 X_MESSAGE_INFO + 4.460 6.3801 0.0038 0.999 0.94 3.47 RATWARE_OUTLOOK_NONAME + 4.165 5.9599 0.0000 1.000 0.93 3.88 FORGED_MUA_OUTLOOK + 4.218 6.0337 0.0019 1.000 0.93 3.41 MSGID_RANDY + 6.395 9.1443 0.0132 0.999 0.93 2.74 HTML_SHORT_LINK_IMG_1 + 4.491 6.4223 0.0075 0.999 0.93 3.43 REPTO_QUOTE_YAHOO + 60.590 86.6761 0.0358 1.000 0.92 3.50 BAYES_99 + 4.159 5.9478 0.0056 0.999 0.92 3.53 LONGWORDS + 3.621 5.1797 0.0038 0.999 0.92 1.82 DRUGS_ERECTILE_OBFU + 3.154 4.5129 0.0000 1.000 0.91 3.88 MIME_BAD_ISO_CHARSET + 3.021 4.3223 0.0000 1.000 0.91 3.79 HELO_DYNAMIC_DHCP + 3.343 4.7814 0.0038 0.999 0.91 3.54 FORGED_OUTLOOK_TAGS + 4.353 6.2219 0.0132 0.998 0.90 3.47 HTML_IMAGE_ONLY_08 + 2.644 3.7830 0.0000 1.000 0.90 3.79 HELO_DYNAMIC_HCC + 2.737 3.9160 0.0019 1.000 0.90 1.94 DATE_SPAMWARE_Y2K + 2.611 3.7359 0.0000 1.000 0.90 3.79 RATWARE_ZERO_TZ + 4.529 6.4725 0.0188 0.997 0.90 2.69 RATWARE_MS_HASH + 2.895 4.1390 0.0056 0.999 0.89 3.79 HELO_DYNAMIC_IPADDR2 + 2.488 3.5599 0.0000 1.000 0.89 3.79 URI_NO_WWW_INFO_CGI + 2.553 3.6524 0.0019 0.999 0.89 3.79 RATWARE_NAME_ID + 2.658 3.8008 0.0056 0.999 0.89 3.17 MSGID_DOLLARS + 2.327 3.3295 0.0000 1.000 0.88 3.79 FROM_ILLEGAL_CHARS + 2.235 3.1982 0.0000 1.000 0.88 2.72 MSGID_YAHOO_CAPS + 2.488 3.5583 0.0038 0.999 0.88 3.70 REMOVE_BEFORE_LINK + 2.442 3.4926 0.0038 0.999 0.88 3.70 NO_PRESCRIPTION + 5.580 7.9698 0.0320 0.996 0.88 2.87 FROM_LOCAL_NOVOWEL + 3.167 4.5251 0.0151 0.997 0.87 2.74 HTML_SHORT_LINK_IMG_2 + 2.094 2.9954 0.0000 1.000 0.87 3.70 MSGID_DOLLARS_RANDOM + 2.655 3.7943 0.0113 0.997 0.87 2.42 DRUGS_ANXIETY + 2.067 2.9573 0.0019 0.999 0.86 1.07 DRUGS_ANXIETY_EREC + 2.025 2.8980 0.0000 1.000 0.86 3.70 HEADER_SPAM + 2.689 3.8405 0.0151 0.996 0.86 1.15 HTTP_EXCESSIVE_ESCAPES + 2.070 2.9605 0.0038 0.999 0.86 3.42 INVESTMENT_ADVICE + 2.042 2.9208 0.0019 0.999 0.86 3.39 HTML_TINY_FONT + 1.913 2.7358 0.0019 0.999 0.85 2.84 FUZZY_VPILL + 1.998 2.8559 0.0056 0.998 0.85 1.69 FUZZY_VLIUM + 1.711 2.4479 0.0000 1.000 0.84 3.70 FORGED_MSGID_YAHOO + 3.521 5.0255 0.0282 0.994 0.84 2.05 HTML_IMAGE_ONLY_12 + 1.881 2.6896 0.0038 0.999 0.84 1.11 INTERRUPTUS + 1.582 2.2630 0.0000 1.000 0.83 3.19 MSGID_MULTIPLE_AT + 2.175 3.1049 0.0151 0.995 0.83 2.54 UNIQUE_WORDS + 1.899 2.7139 0.0075 0.997 0.83 1.73 FUZZY_CPILL + 1.442 2.0626 0.0000 1.000 0.82 0.10 DRUGS_ANXIETY_OBFU + 1.431 2.0472 0.0000 1.000 0.82 2.98 FUZZY_VICODIN + 1.844 2.6328 0.0132 0.995 0.81 0.27 HTML_BACKHAIR_8 + 1.673 2.3887 0.0113 0.995 0.81 1.66 DRUGS_DIET + 7.940 11.3294 0.0734 0.994 0.80 2.37 DRUGS_ERECTILE + 1.758 2.5095 0.0151 0.994 0.80 3.00 BAYES_95 + 1.247 1.7828 0.0019 0.999 0.80 3.52 ADVANCE_FEE_4 + 3.937 5.6128 0.0471 0.992 0.80 2.75 MIME_BASE64_TEXT + 1.433 2.0464 0.0075 0.996 0.80 3.33 ADVANCE_FEE_3 + 1.112 1.5914 0.0000 1.000 0.79 3.42 DRUGS_PAIN_OBFU + 1.166 1.6668 0.0019 0.999 0.79 0.01 DRUGS_MANYKINDS + 1.501 2.1421 0.0113 0.995 0.79 2.73 FUZZY_XPILL + 1.169 1.6717 0.0038 0.998 0.79 3.29 X_IP + 1.229 1.7560 0.0056 0.997 0.79 3.24 SORTED_RECIPS + 1.040 1.4875 0.0000 1.000 0.79 3.42 FUZZY_MORTGAGE + 1.039 1.4867 0.0000 1.000 0.79 3.20 PERCENT_RANDOM + 1.906 2.7155 0.0264 0.990 0.78 2.77 DATE_IN_FUTURE_12_24 + 1.961 2.7942 0.0282 0.990 0.78 2.00 BAYES_80 + 1.024 1.4648 0.0019 0.999 0.78 1.80 HEAD_ILLEGAL_CHARS + 1.166 1.6652 0.0075 0.995 0.78 3.14 SUBJECT_DRUG_GAP_C + 1.008 1.4413 0.0019 0.999 0.77 3.33 HTML_EXTRA_CLOSE + 0.946 1.3537 0.0000 1.000 0.77 3.04 FORGED_MUA_AOL_FROM + 0.988 1.4129 0.0019 0.999 0.77 3.33 SUBJECT_FUZZY_MEDS + 1.024 1.4632 0.0038 0.997 0.77 3.33 FUZZY_GUARANTEE + 3.369 4.7968 0.0546 0.989 0.77 2.41 URI_NOVOWEL + 0.934 1.3359 0.0000 1.000 0.77 3.33 FUZZY_PRESCRIPT + 0.961 1.3740 0.0019 0.999 0.77 3.33 HTML_IMAGE_ONLY_04 + 0.928 1.3278 0.0000 1.000 0.77 3.33 RATWARE_EFROM + 2.550 3.6288 0.0471 0.987 0.76 0.12 HTTP_ESCAPED_HOST + 1.237 1.7633 0.0151 0.992 0.76 1.89 HTML_FONT_LOW_CONTRAST + 1.128 1.6076 0.0132 0.992 0.76 0.37 DRUGS_MUSCLE + 2.414 3.4334 0.0471 0.986 0.76 0.34 HTML_IMAGE_ONLY_16 + 0.897 1.2840 0.0000 1.000 0.76 3.33 RATWARE_RCVD_AT + 0.922 1.3180 0.0038 0.997 0.75 3.15 ONLINE_PHARMACY + 1.627 2.3149 0.0301 0.987 0.75 2.27 DATE_IN_FUTURE_03_06 + 0.916 1.3091 0.0038 0.997 0.75 0.00 REPTO_QUOTE_AOL + 0.846 1.2102 0.0000 1.000 0.75 3.33 FUZZY_MILLION + 28.724 0.0576 95.2685 0.001 0.75 -2.31 BAYES_00 + 0.830 1.1883 0.0000 1.000 0.75 2.71 DRUGS_SLEEP_EREC + 0.913 1.3042 0.0056 0.996 0.74 3.33 HELO_DYNAMIC_SPLIT_IP + 2.416 3.4342 0.0527 0.985 0.74 0.29 RCVD_DOUBLE_IP_LOOSE + 2.613 3.7124 0.0603 0.984 0.74 0.22 HTML_FONT_TINY + 0.793 1.1339 0.0000 1.000 0.74 3.33 RATWARE_RCVD_PF + 0.798 1.1404 0.0019 0.998 0.74 3.15 FUZZY_PLEASE + 0.909 1.2969 0.0075 0.994 0.74 0.13 DRUGS_SLEEP + 0.948 1.3513 0.0113 0.992 0.74 2.37 HTML_OBFUSCATE_10_20 + 1.724 2.4503 0.0377 0.985 0.74 1.69 SUBJECT_EXCESS_BASE64 + 0.776 1.1104 0.0000 1.000 0.74 3.24 REPTO_QUOTE_MSN + 2.247 3.1917 0.0527 0.984 0.73 1.68 HTML_SHORT_LINK_IMG_3 + 0.769 1.0998 0.0000 1.000 0.73 2.64 HTTP_77 + 1.564 2.2224 0.0358 0.984 0.73 2.50 PRIORITY_NO_NAME + 0.804 1.1485 0.0056 0.995 0.73 2.96 FUZZY_REFINANCE + 0.768 1.0974 0.0019 0.998 0.72 1.22 HTML_TITLE_SUBJ_DIFF + 1.007 1.4324 0.0188 0.987 0.72 1.46 FRONTPAGE + 0.771 1.1015 0.0038 0.997 0.72 2.87 MSGID_SPAM_LETTERS + 0.697 0.9968 0.0000 1.000 0.72 3.24 HELO_DYNAMIC_COMCAST + 0.761 1.0877 0.0038 0.997 0.72 2.87 DAV_NON_HOTMAIL + 1.527 2.1672 0.0414 0.981 0.72 1.00 BAYES_60 + 4.880 6.9365 0.1073 0.985 0.71 0.09 HTML_MIME_NO_HTML_TAG + 0.679 0.9709 0.0000 1.000 0.71 3.15 HTML_OBFUSCATE_20_30 + 0.649 0.9279 0.0000 1.000 0.70 3.15 INVALID_TZ_EST + 1.288 1.8266 0.0377 0.980 0.70 0.17 HTML_TITLE_UNTITLED + 0.750 1.0698 0.0075 0.993 0.70 2.27 SUSPICIOUS_RECIPS + 0.612 0.8760 0.0000 1.000 0.70 3.15 FUZZY_MEDICATION + 0.669 0.9555 0.0038 0.996 0.70 3.05 FUZZY_ERECT + 0.798 1.1347 0.0151 0.987 0.70 2.59 RCVD_FAKE_HELO_DOTCOM + 0.859 1.2215 0.0188 0.985 0.70 2.31 SUBJ_HAS_SPACES + 0.614 0.8776 0.0019 0.998 0.70 2.46 FORGED_MUA_IMS + 2.075 2.9394 0.0678 0.977 0.70 2.13 FORGED_HOTMAIL_RCVD2 + 2.074 2.9378 0.0678 0.977 0.69 1.42 HTML_IMAGE_ONLY_20 + 0.694 0.9903 0.0075 0.992 0.69 2.90 RUDE_HTML + 0.675 0.9620 0.0075 0.992 0.69 2.96 BAD_ENC_HEADER + 0.581 0.8314 0.0000 1.000 0.69 3.05 FUZZY_OBLIGATION + 0.581 0.8314 0.0000 1.000 0.69 3.05 INVESTMENT_EXPERT + 1.614 2.2865 0.0546 0.977 0.69 2.31 MIME_HTML_MOSTLY + 0.727 1.0350 0.0113 0.989 0.69 2.82 FORGED_HOTMAIL_RCVD + 0.574 0.8208 0.0000 1.000 0.69 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T_HTML_IFRAME_SRC + 0.005 0.0065 0.0000 1.000 0.30 0.00 HTML_OBFUSCATE_90_100 + 0.008 0.0105 0.0019 0.848 0.30 0.00 FROM_AND_TO_SAME + 43.242 57.7346 9.5986 0.857 0.30 0.00 HTML_MESSAGE + 0.004 0.0057 0.0000 1.000 0.30 0.00 REMOVE_POSTAL + 0.004 0.0057 0.0000 1.000 0.30 0.00 FAKED_UNDISC_RECIPS + 0.003 0.0041 0.0000 1.000 0.30 0.00 RATWARE_STORM_URI + 2.785 3.6662 0.7399 0.832 0.30 0.00 HTML_FONT_INVISIBLE + 0.002 0.0032 0.0000 1.000 0.30 0.01 T_PH_SEC + 0.002 0.0024 0.0000 1.000 0.30 0.00 YAHOO_RD_REDIR + 0.002 0.0024 0.0000 1.000 0.30 0.00 HELO_DYNAMIC_TELIA + 0.002 0.0000 0.0056 0.000 0.30 -6.00 USER_IN_WHITELIST_TO + 0.599 0.7738 0.1920 0.801 0.30 0.00 FROM_EXCESS_QP + 12.995 16.4717 4.9236 0.770 0.29 0.08 RCVD_BY_IP + 0.033 0.0406 0.0151 0.729 0.29 0.00 MISSING_MIME_HB_SEP + 1.714 2.2508 0.4688 0.828 0.29 0.33 HTML_WEB_BUGS + 0.001 0.0016 0.0000 1.000 0.29 0.01 T_EB_PHISH + 0.001 0.0008 0.0000 1.000 0.29 0.00 HELO_DYNAMIC_CHELLO_NO + 0.001 0.0008 0.0000 1.000 0.29 0.00 YOU_CAN_SEARCH + 0.000 0.0000 0.0000 0.500 0.29 100.00 SUBJECT_IN_BLACKLIST + 0.000 0.0000 0.0000 0.500 0.29 -5.00 HASHCASH_HIGH + 0.000 0.0000 0.0000 0.500 0.29 0.00 MSGID_SPAM_99X9XX99 + 0.000 0.0000 0.0000 0.500 0.29 10.00 USER_IN_BLACKLIST_TO + 0.000 0.0000 0.0000 0.500 0.29 0.01 T_PP_PHISH + 0.000 0.0000 0.0000 0.500 0.29 -3.00 HASHCASH_24 + 0.000 0.0000 0.0000 0.500 0.29 0.10 MICROSOFT_EXECUTABLE + 0.000 0.0000 0.0000 0.500 0.29 0.00 RESISTANCE_IS_FUTILE + 0.000 0.0000 0.0000 0.500 0.29 0.00 RATWARE_HASH_DASH + 0.000 0.0000 0.0000 0.500 0.29 0.50 HTML_CHARSET_FARAWAY + 0.000 0.0000 0.0000 0.500 0.29 2.50 FRAGMENTED_MESSAGE + 0.000 0.0000 0.0000 0.500 0.29 -20.00 USER_IN_MORE_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.29 0.10 MIME_SUSPECT_NAME + 0.000 0.0000 0.0000 0.500 0.29 -4.00 HASHCASH_25 + 0.000 0.0000 0.0000 0.500 0.29 0.01 T_PH_REC + 0.000 0.0000 0.0000 0.500 0.29 -1.00 HASHCASH_22 + 0.000 0.0000 0.0000 0.500 0.29 -0.50 HASHCASH_20 + 0.000 0.0000 0.0000 0.500 0.29 1.00 AWL + 0.000 0.0000 0.0000 0.500 0.29 1000.00 GTUBE + 0.000 0.0000 0.0000 0.500 0.29 2.80 UNWANTED_LANGUAGE_BODY + 0.000 0.0000 0.0000 0.500 0.29 -0.70 HASHCASH_21 + 0.000 0.0000 0.0000 0.500 0.29 0.00 FORGED_GW05_RCVD + 0.000 0.0000 0.0000 0.500 0.29 1.50 BODY_8BITS + 0.000 0.0000 0.0000 0.500 0.29 0.10 HASHCASH_2SPEND + 0.000 0.0000 0.0000 0.500 0.29 0.00 MSGID_FROM_MTA_HOTMAIL + 0.000 0.0000 0.0000 0.500 0.29 0.00 ACCESSDB + 0.000 0.0000 0.0000 0.500 0.29 -100.00 USER_IN_ALL_SPAM_TO + 0.000 0.0000 0.0000 0.500 0.29 -2.00 HASHCASH_23 + 0.000 0.0000 0.0000 0.500 0.29 -100.00 SUBJECT_IN_WHITELIST + 0.002 0.0024 0.0019 0.564 0.29 2.50 HEAD_LONG + 0.102 0.1257 0.0471 0.728 0.29 0.00 FROM_NO_USER + 0.001 0.0008 0.0019 0.301 0.29 2.50 HIGH_CODEPAGE_URI + 0.549 0.7048 0.1864 0.791 0.29 0.56 NO_COST + 7.003 8.7485 2.9523 0.748 0.29 0.00 HTML_80_90 + 0.333 0.4104 0.1525 0.729 0.28 0.01 LOTS_OF_STUFF + 0.135 0.1647 0.0659 0.714 0.28 0.00 MORTGAGE_BEST + 4.956 6.3647 1.6870 0.790 0.28 0.14 HTML_70_80 + 0.019 0.0211 0.0151 0.583 0.28 0.00 HTML_SHOUTING7 + 0.002 0.0000 0.0056 0.000 0.28 0.00 MIME_BOUND_DIGITS_7 + 1.350 1.7414 0.4406 0.798 0.27 0.00 URI_HEX + 0.031 0.0349 0.0207 0.627 0.27 0.17 RECEIVE_OFFER + 23.258 19.1994 32.6781 0.370 0.27 0.00 FORGED_RCVD_HELO + 0.006 0.0041 0.0094 0.301 0.27 -0.00 NO_RECEIVED + 0.032 0.0357 0.0226 0.612 0.27 0.01 HTML_SHOUTING6 + 3.601 4.5243 1.4592 0.756 0.26 0.00 BAYES_50 + 0.149 0.1776 0.0810 0.687 0.26 0.00 HTML_FONT_FACE_CAPS + 1.202 1.5281 0.4462 0.774 0.26 0.27 MSGID_FROM_MTA_HEADER + 0.127 0.1492 0.0753 0.665 0.25 0.00 MORTGAGE_RATES + 0.039 0.0422 0.0320 0.569 0.25 0.51 REPLY_TO_EMPTY + 1.583 2.0204 0.5667 0.781 0.25 0.00 UPPERCASE_25_50 + 7.304 7.4264 7.0210 0.514 0.25 0.06 NO_REAL_NAME + 0.218 0.0600 0.5837 0.093 0.23 -0.18 BAYES_40 + 0.520 0.6254 0.2749 0.695 0.22 0.00 HTML_EVENT_UNSAFE + 1.923 2.2638 1.1316 0.667 0.21 0.45 MAILTO_TO_SPAM_ADDR + 0.221 0.2523 0.1469 0.632 0.21 0.11 BANG_MORE + 0.810 0.9741 0.4293 0.694 0.19 0.00 REMOVE_PAGE + 0.382 0.4412 0.2448 0.643 0.19 0.00 WEIRD_PORT + 2.472 2.7723 1.7755 0.610 0.18 0.00 HTML_BADTAG_00_10 + 0.439 0.5086 0.2768 0.648 0.18 0.01 MISSING_HEADERS + 0.625 0.7267 0.3897 0.651 0.18 0.14 HTML_IMAGE_RATIO_06 + 1.742 1.9572 1.2427 0.612 0.17 0.18 MIME_HEADER_CTYPE_ONLY + 0.857 1.0171 0.4839 0.678 0.17 0.01 LOW_PRICE + 0.071 0.0633 0.0885 0.417 0.16 0.00 BLANK_LINES_90_100 + 0.391 0.4339 0.2918 0.598 0.16 0.00 HTML_IMAGE_RATIO_08 + 0.663 0.7641 0.4274 0.641 0.16 0.00 URI_DIGITS + 1.368 1.4105 1.2690 0.526 0.13 0.00 HTML_NONELEMENT_00_10 + 0.762 0.8460 0.5667 0.599 0.12 0.07 HTML_NONELEMENT_10_20 + 1.190 0.9433 1.7642 0.348 0.04 0.00 URI_REDIRECTOR + 0.413 0.3569 0.5441 0.396 0.00 0.00 TO_ADDRESS_EQ_REAL Rule file versions for which these results apply: -(SpamAssassin Version string: 3.000000-pre4-cvs) +(SpamAssassin Version string: 3.001000-pre4-cvs) --rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf --rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf --rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf --rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf --rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf --rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf --rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf --rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf --rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf --rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf --rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf --rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf --rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf --rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf --rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf --rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf --rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf --rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf --rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf --rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf --rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf --rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf --rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf --rw-r--r-- 1 stern stern 35839 Aug 5 10:26 50_scores.cf --rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf --rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf --rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf --rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf --rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf +-rw-r--r-- 1 jm other 5479 Jul 29 00:06 10_misc.cf +-rw-r--r-- 1 jm other 8141 May 12 22:52 20_advance_fee.cf +-rw-r--r-- 1 jm other 1602 May 12 22:52 20_anti_ratware.cf +-rw-r--r-- 1 jm other 6719 May 12 22:52 20_body_tests.cf +-rw-r--r-- 1 jm other 1563 May 12 22:52 20_compensate.cf +-rw-r--r-- 1 jm other 14309 Aug 6 22:41 20_dnsbl_tests.cf +-rw-r--r-- 1 jm other 15665 May 12 22:52 20_drugs.cf +-rw-r--r-- 1 jm other 11486 May 12 22:52 20_fake_helo_tests.cf +-rw-r--r-- 1 jm other 32870 May 26 04:39 20_head_tests.cf +-rw-r--r-- 1 jm other 17530 May 12 22:52 20_html_tests.cf +-rw-r--r-- 1 jm other 3334 May 12 22:52 20_meta_tests.cf +-rw-r--r-- 1 jm other 2164 May 12 22:52 20_net_tests.cf +-rw-r--r-- 1 jm other 15986 Aug 9 01:16 20_phrases.cf +-rw-r--r-- 1 jm other 4817 May 12 22:52 20_porn.cf +-rw-r--r-- 1 jm other 16793 May 12 22:52 20_ratware.cf +-rw-r--r-- 1 jm other 7852 Jul 29 00:06 20_uri_tests.cf +-rw-r--r-- 1 jm other 2334 May 12 22:52 23_bayes.cf +-rw-r--r-- 1 jm other 420 May 19 07:28 25_accessdb.cf +-rw-r--r-- 1 jm other 1342 May 12 22:52 25_antivirus.cf +-rw-r--r-- 1 jm other 9114 May 12 22:52 25_body_tests_es.cf +-rw-r--r-- 1 jm other 17673 May 12 22:52 25_body_tests_pl.cf +-rw-r--r-- 1 jm other 190 May 12 22:52 25_dcc.cf +-rw-r--r-- 1 jm other 1944 May 12 22:52 25_domainkeys.cf +-rw-r--r-- 1 jm other 2735 May 12 22:52 25_hashcash.cf +-rw-r--r-- 1 jm other 189 May 12 22:52 25_pyzor.cf +-rw-r--r-- 1 jm other 2201 May 19 07:28 25_razor2.cf +-rw-r--r-- 1 jm other 8342 May 19 07:28 25_replace.cf +-rw-r--r-- 1 jm other 2870 Jul 29 00:06 25_spf.cf +-rw-r--r-- 1 jm other 352 May 12 22:52 25_textcat.cf +-rw-r--r-- 1 jm other 6541 Jul 29 00:06 25_uribl.cf +-rw-r--r-- 1 jm other 47112 Jul 29 00:06 30_text_de.cf +-rw-r--r-- 1 jm other 34883 Jul 29 00:06 30_text_fr.cf +-rw-r--r-- 1 jm other 1667 May 12 22:52 30_text_it.cf +-rw-r--r-- 1 jm other 38211 Jul 29 00:06 30_text_nl.cf +-rw-r--r-- 1 jm other 30281 May 19 07:28 30_text_pl.cf +-rw-r--r-- 1 jm other 2883 May 12 22:52 30_text_pt_br.cf +-rw-r--r-- 1 jm other 35221 Aug 9 01:13 50_scores.cf +-rw-r--r-- 1 jm other 1113 May 12 22:52 60_awl.cf +-rw-r--r-- 1 jm other 4903 Jul 29 00:06 60_whitelist.cf +-rw-r--r-- 1 jm other 3480 Jul 29 00:06 60_whitelist_spf.cf +-rw-r--r-- 1 jm other 1723 Jul 29 00:06 60_whitelist_subject.cf +-rw-r--r-- 1 jm other 6201 May 12 22:52 70_broken_rules.cf +-rw-r--r-- 1 jm other 60 Jul 29 00:06 70_scraped.cf +-rw-r--r-- 1 jm other 1926 Aug 9 01:18 70_testing.cf +-rw-r--r-- 1 jm other 1208 Jul 29 00:06 local.cf +-rw-r--r-- 1 jm other 2679 May 12 22:52 regression_tests.cf
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