STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # 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% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 201 0.38% # Correctly spam: 123290 100.00% # False positives: 52911 99.62% # False negatives: 0 0.00% # TCR(l=50): 0.046603 SpamRecall: 100.000% SpamPrec: 69.971% # SUMMARY for threshold -3.0: # 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 53112 100.00% # Correctly spam: 83507 67.73% # False positives: 0 0.00% # False negatives: 39783 32.27% # TCR(l=50): 3.099062 SpamRecall: 67.732% SpamPrec: 100.000% # SUMMARY for threshold 15.0: # Correctly non-spam: 53112 100.00% # Correctly spam: 66811 54.19% # False positives: 0 0.00% # False negatives: 56479 45.81% # TCR(l=50): 2.182935 SpamRecall: 54.190% SpamPrec: 100.000% # SUMMARY for threshold 17.0: # Correctly non-spam: 53112 100.00% # Correctly spam: 58217 47.22% # False positives: 0 0.00% # False negatives: 65073 52.78% # TCR(l=50): 1.894641 SpamRecall: 47.220% SpamPrec: 100.000% # SUMMARY for threshold 20.0: # Correctly non-spam: 53112 100.00% # Correctly spam: 46819 37.97% # False positives: 0 0.00% # False negatives: 76471 62.03% # TCR(l=50): 1.612245 SpamRecall: 37.975% SpamPrec: 100.000% Test hit frequencies, for spam and ham corpora: (note: S/O indicates ratio of spam hits to overall hits for each test, where 0.0 = hits only non-spam and 1.0 = hits only spam, and the 'score' field should be ignored.) OVERALL% SPAM% HAM% S/O RANK SCORE NAME 176402 123290 53112 0.699 0.00 0.00 (all messages) 100.000 69.8915 30.1085 0.699 0.00 0.00 (all messages as %) 10.679 15.2794 0.0000 1.000 0.99 4.16 MIME_BOUND_DD_DIGITS 13.709 19.6131 0.0038 1.000 0.99 3.70 RCVD_HELO_IP_MISMATCH 7.739 11.0723 0.0000 1.000 0.98 3.98 SUBJ_ILLEGAL_CHARS 5.563 7.9593 0.0000 1.000 0.96 3.87 FORGED_OUTLOOK_HTML 5.436 7.7784 0.0000 1.000 0.96 4.07 MSGID_SPAM_CAPS 5.017 7.1782 0.0000 1.000 0.96 4.07 RCVD_DOUBLE_IP_SPAM 7.006 10.0219 0.0056 0.999 0.96 3.88 HELO_DYNAMIC_IPADDR 4.837 6.9203 0.0000 1.000 0.95 4.07 X_MESSAGE_INFO 4.460 6.3801 0.0038 0.999 0.94 3.47 RATWARE_OUTLOOK_NONAME 4.165 5.9599 0.0000 1.000 0.93 3.88 FORGED_MUA_OUTLOOK 4.218 6.0337 0.0019 1.000 0.93 3.41 MSGID_RANDY 6.395 9.1443 0.0132 0.999 0.93 2.74 HTML_SHORT_LINK_IMG_1 4.491 6.4223 0.0075 0.999 0.93 3.43 REPTO_QUOTE_YAHOO 60.590 86.6761 0.0358 1.000 0.92 3.50 BAYES_99 4.159 5.9478 0.0056 0.999 0.92 3.53 LONGWORDS 3.621 5.1797 0.0038 0.999 0.92 1.82 DRUGS_ERECTILE_OBFU 3.154 4.5129 0.0000 1.000 0.91 3.88 MIME_BAD_ISO_CHARSET 3.021 4.3223 0.0000 1.000 0.91 3.79 HELO_DYNAMIC_DHCP 3.343 4.7814 0.0038 0.999 0.91 3.54 FORGED_OUTLOOK_TAGS 4.353 6.2219 0.0132 0.998 0.90 3.47 HTML_IMAGE_ONLY_08 2.644 3.7830 0.0000 1.000 0.90 3.79 HELO_DYNAMIC_HCC 2.737 3.9160 0.0019 1.000 0.90 1.94 DATE_SPAMWARE_Y2K 2.611 3.7359 0.0000 1.000 0.90 3.79 RATWARE_ZERO_TZ 4.529 6.4725 0.0188 0.997 0.90 2.69 RATWARE_MS_HASH 2.895 4.1390 0.0056 0.999 0.89 3.79 HELO_DYNAMIC_IPADDR2 2.488 3.5599 0.0000 1.000 0.89 3.79 URI_NO_WWW_INFO_CGI 2.553 3.6524 0.0019 0.999 0.89 3.79 RATWARE_NAME_ID 2.658 3.8008 0.0056 0.999 0.89 3.17 MSGID_DOLLARS 2.327 3.3295 0.0000 1.000 0.88 3.79 FROM_ILLEGAL_CHARS 2.235 3.1982 0.0000 1.000 0.88 2.72 MSGID_YAHOO_CAPS 2.488 3.5583 0.0038 0.999 0.88 3.70 REMOVE_BEFORE_LINK 2.442 3.4926 0.0038 0.999 0.88 3.70 NO_PRESCRIPTION 5.580 7.9698 0.0320 0.996 0.88 2.87 FROM_LOCAL_NOVOWEL 3.167 4.5251 0.0151 0.997 0.87 2.74 HTML_SHORT_LINK_IMG_2 2.094 2.9954 0.0000 1.000 0.87 3.70 MSGID_DOLLARS_RANDOM 2.655 3.7943 0.0113 0.997 0.87 2.42 DRUGS_ANXIETY 2.067 2.9573 0.0019 0.999 0.86 1.07 DRUGS_ANXIETY_EREC 2.025 2.8980 0.0000 1.000 0.86 3.70 HEADER_SPAM 2.689 3.8405 0.0151 0.996 0.86 1.15 HTTP_EXCESSIVE_ESCAPES 2.070 2.9605 0.0038 0.999 0.86 3.42 INVESTMENT_ADVICE 2.042 2.9208 0.0019 0.999 0.86 3.39 HTML_TINY_FONT 1.913 2.7358 0.0019 0.999 0.85 2.84 FUZZY_VPILL 1.998 2.8559 0.0056 0.998 0.85 1.69 FUZZY_VLIUM 1.711 2.4479 0.0000 1.000 0.84 3.70 FORGED_MSGID_YAHOO 3.521 5.0255 0.0282 0.994 0.84 2.05 HTML_IMAGE_ONLY_12 1.881 2.6896 0.0038 0.999 0.84 1.11 INTERRUPTUS 1.582 2.2630 0.0000 1.000 0.83 3.19 MSGID_MULTIPLE_AT 2.175 3.1049 0.0151 0.995 0.83 2.54 UNIQUE_WORDS 1.899 2.7139 0.0075 0.997 0.83 1.73 FUZZY_CPILL 1.442 2.0626 0.0000 1.000 0.82 0.10 DRUGS_ANXIETY_OBFU 1.431 2.0472 0.0000 1.000 0.82 2.98 FUZZY_VICODIN 1.844 2.6328 0.0132 0.995 0.81 0.27 HTML_BACKHAIR_8 1.673 2.3887 0.0113 0.995 0.81 1.66 DRUGS_DIET 7.940 11.3294 0.0734 0.994 0.80 2.37 DRUGS_ERECTILE 1.758 2.5095 0.0151 0.994 0.80 3.00 BAYES_95 1.247 1.7828 0.0019 0.999 0.80 3.52 ADVANCE_FEE_4 3.937 5.6128 0.0471 0.992 0.80 2.75 MIME_BASE64_TEXT 1.433 2.0464 0.0075 0.996 0.80 3.33 ADVANCE_FEE_3 1.112 1.5914 0.0000 1.000 0.79 3.42 DRUGS_PAIN_OBFU 1.166 1.6668 0.0019 0.999 0.79 0.01 DRUGS_MANYKINDS 1.501 2.1421 0.0113 0.995 0.79 2.73 FUZZY_XPILL 1.169 1.6717 0.0038 0.998 0.79 3.29 X_IP 1.229 1.7560 0.0056 0.997 0.79 3.24 SORTED_RECIPS 1.040 1.4875 0.0000 1.000 0.79 3.42 FUZZY_MORTGAGE 1.039 1.4867 0.0000 1.000 0.79 3.20 PERCENT_RANDOM 1.906 2.7155 0.0264 0.990 0.78 2.77 DATE_IN_FUTURE_12_24 1.961 2.7942 0.0282 0.990 0.78 2.00 BAYES_80 1.024 1.4648 0.0019 0.999 0.78 1.80 HEAD_ILLEGAL_CHARS 1.166 1.6652 0.0075 0.995 0.78 3.14 SUBJECT_DRUG_GAP_C 1.008 1.4413 0.0019 0.999 0.77 3.33 HTML_EXTRA_CLOSE 0.946 1.3537 0.0000 1.000 0.77 3.04 FORGED_MUA_AOL_FROM 0.988 1.4129 0.0019 0.999 0.77 3.33 SUBJECT_FUZZY_MEDS 1.024 1.4632 0.0038 0.997 0.77 3.33 FUZZY_GUARANTEE 3.369 4.7968 0.0546 0.989 0.77 2.41 URI_NOVOWEL 0.934 1.3359 0.0000 1.000 0.77 3.33 FUZZY_PRESCRIPT 0.961 1.3740 0.0019 0.999 0.77 3.33 HTML_IMAGE_ONLY_04 0.928 1.3278 0.0000 1.000 0.77 3.33 RATWARE_EFROM 2.550 3.6288 0.0471 0.987 0.76 0.12 HTTP_ESCAPED_HOST 1.237 1.7633 0.0151 0.992 0.76 1.89 HTML_FONT_LOW_CONTRAST 1.128 1.6076 0.0132 0.992 0.76 0.37 DRUGS_MUSCLE 2.414 3.4334 0.0471 0.986 0.76 0.34 HTML_IMAGE_ONLY_16 0.897 1.2840 0.0000 1.000 0.76 3.33 RATWARE_RCVD_AT 0.922 1.3180 0.0038 0.997 0.75 3.15 ONLINE_PHARMACY 1.627 2.3149 0.0301 0.987 0.75 2.27 DATE_IN_FUTURE_03_06 0.916 1.3091 0.0038 0.997 0.75 0.00 REPTO_QUOTE_AOL 0.846 1.2102 0.0000 1.000 0.75 3.33 FUZZY_MILLION 28.724 0.0576 95.2685 0.001 0.75 -2.31 BAYES_00 0.830 1.1883 0.0000 1.000 0.75 2.71 DRUGS_SLEEP_EREC 0.913 1.3042 0.0056 0.996 0.74 3.33 HELO_DYNAMIC_SPLIT_IP 2.416 3.4342 0.0527 0.985 0.74 0.29 RCVD_DOUBLE_IP_LOOSE 2.613 3.7124 0.0603 0.984 0.74 0.22 HTML_FONT_TINY 0.793 1.1339 0.0000 1.000 0.74 3.33 RATWARE_RCVD_PF 0.798 1.1404 0.0019 0.998 0.74 3.15 FUZZY_PLEASE 0.909 1.2969 0.0075 0.994 0.74 0.13 DRUGS_SLEEP 0.948 1.3513 0.0113 0.992 0.74 2.37 HTML_OBFUSCATE_10_20 1.724 2.4503 0.0377 0.985 0.74 1.69 SUBJECT_EXCESS_BASE64 0.776 1.1104 0.0000 1.000 0.74 3.24 REPTO_QUOTE_MSN 2.247 3.1917 0.0527 0.984 0.73 1.68 HTML_SHORT_LINK_IMG_3 0.769 1.0998 0.0000 1.000 0.73 2.64 HTTP_77 1.564 2.2224 0.0358 0.984 0.73 2.50 PRIORITY_NO_NAME 0.804 1.1485 0.0056 0.995 0.73 2.96 FUZZY_REFINANCE 0.768 1.0974 0.0019 0.998 0.72 1.22 HTML_TITLE_SUBJ_DIFF 1.007 1.4324 0.0188 0.987 0.72 1.46 FRONTPAGE 0.771 1.1015 0.0038 0.997 0.72 2.87 MSGID_SPAM_LETTERS 0.697 0.9968 0.0000 1.000 0.72 3.24 HELO_DYNAMIC_COMCAST 0.761 1.0877 0.0038 0.997 0.72 2.87 DAV_NON_HOTMAIL 1.527 2.1672 0.0414 0.981 0.72 1.00 BAYES_60 4.880 6.9365 0.1073 0.985 0.71 0.09 HTML_MIME_NO_HTML_TAG 0.679 0.9709 0.0000 1.000 0.71 3.15 HTML_OBFUSCATE_20_30 0.649 0.9279 0.0000 1.000 0.70 3.15 INVALID_TZ_EST 1.288 1.8266 0.0377 0.980 0.70 0.17 HTML_TITLE_UNTITLED 0.750 1.0698 0.0075 0.993 0.70 2.27 SUSPICIOUS_RECIPS 0.612 0.8760 0.0000 1.000 0.70 3.15 FUZZY_MEDICATION 0.669 0.9555 0.0038 0.996 0.70 3.05 FUZZY_ERECT 0.798 1.1347 0.0151 0.987 0.70 2.59 RCVD_FAKE_HELO_DOTCOM 0.859 1.2215 0.0188 0.985 0.70 2.31 SUBJ_HAS_SPACES 0.614 0.8776 0.0019 0.998 0.70 2.46 FORGED_MUA_IMS 2.075 2.9394 0.0678 0.977 0.70 2.13 FORGED_HOTMAIL_RCVD2 2.074 2.9378 0.0678 0.977 0.69 1.42 HTML_IMAGE_ONLY_20 0.694 0.9903 0.0075 0.992 0.69 2.90 RUDE_HTML 0.675 0.9620 0.0075 0.992 0.69 2.96 BAD_ENC_HEADER 0.581 0.8314 0.0000 1.000 0.69 3.05 FUZZY_OBLIGATION 0.581 0.8314 0.0000 1.000 0.69 3.05 INVESTMENT_EXPERT 1.614 2.2865 0.0546 0.977 0.69 2.31 MIME_HTML_MOSTLY 0.727 1.0350 0.0113 0.989 0.69 2.82 FORGED_HOTMAIL_RCVD 0.574 0.8208 0.0000 1.000 0.69 3.15 SUBJECT_DRUG_GAP_VIC 1.886 2.6701 0.0659 0.976 0.69 2.04 MISSING_SUBJECT 1.200 1.6984 0.0433 0.975 0.68 2.05 INVALID_MSGID 0.681 0.9709 0.0094 0.990 0.68 1.01 DRUG_ED_CAPS 0.563 0.8054 0.0000 1.000 0.68 2.96 FUZZY_PRICES 0.586 0.8362 0.0038 0.996 0.68 2.81 URI_UNSUBSCRIBE 0.597 0.8525 0.0056 0.993 0.68 2.82 MILLION_USD 0.552 0.7892 0.0000 1.000 0.68 3.05 RATWARE_EGROUPS 0.564 0.8062 0.0019 0.998 0.68 3.05 HTML_EHTML2 0.659 0.9384 0.0113 0.988 0.67 0.37 FUZZY_AMBIEN 0.555 0.7933 0.0019 0.998 0.67 2.01 SUBJECT_FUZZY_VPILL 0.535 0.7657 0.0000 1.000 0.67 2.45 SUBJECT_DRUG_GAP_X 0.566 0.8079 0.0038 0.995 0.67 0.22 REPTO_QUOTE_QUALCOMM 1.570 2.2183 0.0640 0.972 0.67 1.19 ADVANCE_FEE_2 0.632 0.8987 0.0113 0.988 0.67 2.44 IMPOTENCE 0.520 0.7446 0.0000 1.000 0.67 2.96 FUZZY_PHARMACY 0.732 1.0390 0.0188 0.982 0.67 2.10 DATE_IN_PAST_96_XX 2.139 3.0221 0.0885 0.972 0.67 2.00 INVALID_DATE 0.778 1.1031 0.0245 0.978 0.67 1.88 X_MAILER_SPAM 4.826 6.8432 0.1450 0.979 0.66 2.04 BIZ_TLD 0.501 0.7170 0.0000 1.000 0.66 2.96 FORGED_THEBAT_HTML 0.498 0.7130 0.0000 1.000 0.66 2.96 FUZZY_PHENT 0.532 0.7592 0.0038 0.995 0.66 0.36 ALL_NATURAL 0.498 0.7121 0.0000 1.000 0.66 2.56 FORGED_MUA_THEBAT_BOUN 0.575 0.8184 0.0094 0.989 0.66 0.65 MONEY_BACK 0.889 1.2580 0.0339 0.974 0.66 0.01 X_MSMAIL_PRIORITY_HIGH 0.494 0.7073 0.0000 1.000 0.66 2.96 FORGED_MSGID_HOTMAIL 2.777 3.9225 0.1186 0.971 0.65 1.81 RCVD_ILLEGAL_IP 0.482 0.6894 0.0000 1.000 0.65 0.46 HTML_TITLE_LONG 0.478 0.6838 0.0000 1.000 0.65 2.52 FORGED_IMS_HTML 1.308 1.8444 0.0640 0.966 0.65 1.92 UNRESOLVED_TEMPLATE 0.603 0.8549 0.0169 0.981 0.65 1.52 HTML_OBFUSCATE_05_10 0.440 0.6302 0.0000 1.000 0.65 2.87 URI_NO_WWW_BIZ_CGI 0.601 0.8533 0.0169 0.981 0.65 1.32 SPOOF_OURI 2.903 4.1001 0.1243 0.971 0.65 0.80 DRUGS_PAIN 8.084 11.4940 0.1676 0.986 0.64 1.97 MISSING_MIMEOLE 0.429 0.6132 0.0000 1.000 0.64 2.87 FAKE_OUTBLAZE_RCVD 0.697 0.9855 0.0264 0.974 0.64 2.16 INVALID_TZ_GMT 0.440 0.6286 0.0038 0.994 0.63 2.68 SPOOF_COM2COM 1.241 1.7463 0.0678 0.963 0.63 1.77 HTML_IMAGE_ONLY_24 0.408 0.5832 0.0000 1.000 0.63 2.87 HTML_OBFUSCATE_30_40 0.425 0.6067 0.0019 0.997 0.63 2.75 DRUG_DOSAGE 0.406 0.5807 0.0000 1.000 0.63 2.87 MALE_ENHANCE 0.780 1.1007 0.0358 0.969 0.63 2.00 HTML_00_10 0.403 0.5767 0.0000 1.000 0.63 2.74 SUBJECT_DRUG_GAP_VA 0.392 0.5605 0.0000 1.000 0.63 2.82 MSGID_SHORT 0.577 0.8168 0.0207 0.975 0.62 0.09 URI_AFFILIATE 0.807 1.1363 0.0433 0.963 0.62 1.61 MPART_ALT_DIFF_COUNT 0.396 0.5653 0.0019 0.997 0.62 2.87 FORGED_MUA_EUDORA 0.375 0.5361 0.0000 1.000 0.62 2.87 VIA_GAP_GRA 0.448 0.6367 0.0094 0.985 0.62 0.70 URG_BIZ 0.374 0.5345 0.0000 1.000 0.62 2.87 UNCLOSED_BRACKET 0.374 0.5345 0.0000 1.000 0.62 2.87 KOREAN_UCE_SUBJECT 0.372 0.5321 0.0000 1.000 0.62 2.35 DRUGS_DIET_OBFU 0.371 0.5305 0.0000 1.000 0.62 2.73 FUZZY_BILLION 0.793 1.1153 0.0452 0.961 0.61 0.00 HTML_BACKHAIR_4 0.366 0.5240 0.0000 1.000 0.61 1.71 FORGED_MUA_OIMO 0.526 0.7438 0.0188 0.975 0.61 0.70 SUBJ_BUY 0.374 0.5337 0.0038 0.993 0.61 2.54 FUZZY_CREDIT 0.346 0.4956 0.0000 1.000 0.61 2.77 HELO_DYNAMIC_ATTBI 0.499 0.7073 0.0169 0.977 0.61 0.00 REPTO_QUOTE_IMS 0.750 1.0544 0.0433 0.961 0.60 1.54 BAD_CREDIT 0.354 0.5053 0.0019 0.996 0.60 2.68 CUM_SHOT 0.332 0.4745 0.0000 1.000 0.60 2.77 MIME_BOUND_DIGITS_15 0.512 0.7243 0.0207 0.972 0.60 1.73 EMPTY_MESSAGE 0.412 0.5840 0.0113 0.981 0.60 1.50 HTML_SHORT_LENGTH 0.344 0.4915 0.0019 0.996 0.60 2.68 FUZZY_ROLEX 1.511 2.1178 0.1017 0.954 0.60 1.73 HTML_IMAGE_ONLY_28 0.518 0.7316 0.0226 0.970 0.60 0.50 BANG_GUAR 1.434 2.0083 0.0998 0.953 0.60 0.18 MIME_BASE64_BLANKS 0.439 0.6213 0.0151 0.976 0.60 2.13 FROM_HAS_MIXED_NUMS 0.329 0.4712 0.0000 1.000 0.60 0.02 HTML_NONELEMENT_80_90 1.329 1.8623 0.0923 0.953 0.60 0.02 X_PRIORITY_HIGH 0.317 0.4534 0.0000 1.000 0.60 2.77 FORGED_MSGID_EXCITE 0.779 1.0942 0.0490 0.957 0.60 0.15 US_DOLLARS_3 4.525 6.3987 0.1751 0.973 0.59 1.79 FORGED_YAHOO_RCVD 0.371 0.5280 0.0075 0.986 0.59 0.94 FROM_BLANK_NAME 0.348 0.4956 0.0056 0.989 0.59 2.68 X_PRIORITY_CC 0.651 0.9141 0.0414 0.957 0.59 1.90 DEAR_SOMETHING 6.622 9.3876 0.2033 0.979 0.59 1.80 HTML_IMAGE_RATIO_02 0.470 0.6627 0.0226 0.967 0.59 1.92 HTML_LINK_PUSH_HERE 1.029 1.4389 0.0791 0.948 0.59 1.29 SUBJECT_ENCODED_TWICE 0.286 0.4088 0.0000 1.000 0.58 2.77 RATWARE_OE_MALFORMED 0.286 0.4088 0.0000 1.000 0.58 2.42 INVALID_TZ_CST 0.316 0.4510 0.0038 0.992 0.58 2.63 REPTO_OVERQUOTE_THEBAT 0.284 0.4064 0.0000 1.000 0.58 1.92 HTML_NONELEMENT_70_80 0.354 0.5021 0.0094 0.982 0.58 2.41 FROM_ENDS_IN_NUMS 0.928 1.2961 0.0734 0.946 0.58 1.88 DATE_IN_FUTURE_06_12 0.332 0.4721 0.0075 0.984 0.58 2.36 DOMAIN_4U2 0.285 0.4072 0.0019 0.995 0.58 2.50 SUBJECT_SEXUAL 0.278 0.3982 0.0000 1.000 0.58 2.68 FUZZY_CELEBREX 0.275 0.3934 0.0000 1.000 0.58 2.59 HELO_DYNAMIC_YAHOOBB 0.283 0.4039 0.0019 0.995 0.58 2.50 DATE_IN_FUTURE_24_48 0.305 0.4339 0.0056 0.987 0.57 1.99 QUALIFY_FOR_THIS 0.528 0.7422 0.0320 0.959 0.57 2.04 BODY_ENHANCEMENT2 0.333 0.4729 0.0094 0.980 0.57 2.29 TRACKER_ID 0.299 0.4258 0.0056 0.987 0.57 1.38 OBFUSCATING_COMMENT 0.272 0.3893 0.0000 1.000 0.57 2.32 FORGED_IMS_TAGS 0.293 0.4169 0.0056 0.987 0.57 2.31 FROM_ALL_NUMS 0.402 0.5670 0.0207 0.965 0.57 0.28 HTML_FONT_SIZE_TINY 0.617 0.8630 0.0471 0.948 0.57 1.76 BLANK_LINES_70_80 0.282 0.4023 0.0038 0.991 0.57 2.59 MORE_SEX 0.260 0.3715 0.0000 1.000 0.57 0.00 HTML_NONELEMENT_90_100 0.259 0.3707 0.0000 1.000 0.57 2.59 FUZZY_THOUSANDS 1.111 1.5451 0.1036 0.937 0.56 0.66 MANY_EXCLAMATIONS 0.338 0.4777 0.0151 0.969 0.56 1.20 HTML_COMMENT_SAVED_URL 0.255 0.3642 0.0000 1.000 0.56 2.68 REPLICA_WATCH 0.280 0.3982 0.0056 0.986 0.56 2.50 HTML_TAG_BALANCE_HEAD 0.275 0.3909 0.0056 0.986 0.56 0.09 HTML_NONELEMENT_40_50 0.281 0.3991 0.0075 0.981 0.56 1.89 URI_SCHEME_MIXED_CASE 0.245 0.3512 0.0000 1.000 0.56 1.84 FORGED_AOL_TAGS 0.244 0.3496 0.0000 1.000 0.56 2.34 HTML_OBFUSCATE_50_60 0.248 0.3536 0.0019 0.995 0.55 2.59 EM_ROLEX 0.257 0.3658 0.0038 0.990 0.55 2.28 DATE_IN_FUTURE_96_XX 0.235 0.3366 0.0000 1.000 0.55 2.50 MIME_BOUND_RKFINDY 0.234 0.3350 0.0000 1.000 0.55 2.50 SUBJECT_DRUG_GAP_S 0.265 0.3763 0.0075 0.980 0.55 0.81 UPPERCASE_75_100 0.226 0.3236 0.0000 1.000 0.55 2.59 HTML_SHORT_CENTER 0.225 0.3220 0.0000 1.000 0.55 0.00 HTML_NONELEMENT_60_70 0.272 0.3845 0.0094 0.976 0.55 1.53 NA_DOLLARS 0.223 0.3196 0.0000 1.000 0.54 2.50 STRONG_BUY 1.086 1.5054 0.1130 0.930 0.54 0.35 HTML_TAG_BALANCE_BODY 0.245 0.3488 0.0038 0.989 0.54 2.41 SUBJECT_FUZZY_PENIS 0.353 0.4956 0.0226 0.956 0.54 0.19 X_AUTH_WARN_FAKED 0.222 0.3171 0.0000 1.000 0.54 2.50 HTML_OBFUSCATE_40_50 0.449 0.6270 0.0358 0.946 0.54 0.21 HTML_SHOUTING4 0.990 1.3716 0.1036 0.930 0.54 1.61 HTML_IMAGE_ONLY_32 0.219 0.3139 0.0000 1.000 0.54 2.59 FUZZY_MONEY 5.012 7.0565 0.2674 0.963 0.54 0.29 HTML_TEXT_AFTER_HTML 13.299 18.8823 0.3370 0.982 0.54 0.00 MIME_HTML_ONLY_MULTI 0.338 0.4737 0.0226 0.954 0.54 1.79 GAPPY_SUBJECT 0.268 0.3780 0.0113 0.971 0.54 1.16 BODY_ENHANCEMENT 0.207 0.2960 0.0000 1.000 0.54 2.50 FUZZY_TRAMADOL 0.227 0.3236 0.0038 0.988 0.54 0.06 HTML_NONELEMENT_50_60 0.916 1.2677 0.0998 0.927 0.54 0.23 HTML_FONT_FACE_BAD 0.822 1.1380 0.0885 0.928 0.53 1.39 SUBJ_HAS_UNIQ_ID 0.205 0.2928 0.0000 1.000 0.53 2.50 NOT_ADVISOR 0.387 0.5394 0.0320 0.944 0.53 0.03 UPPERCASE_50_75 0.201 0.2871 0.0000 1.000 0.53 2.46 DRUG_ED_GENERIC 0.199 0.2847 0.0000 1.000 0.53 2.50 MIME_BOUND_MANY_HEX 0.206 0.2936 0.0019 0.994 0.53 2.46 SUBJECT_FUZZY_CHEAP 0.252 0.3561 0.0113 0.969 0.53 0.29 HTML_EMBEDS 0.194 0.2782 0.0000 1.000 0.53 2.50 FUZZY_REMOVE 2.139 2.9873 0.1713 0.946 0.52 0.38 MIME_BOUND_NEXTPART 0.215 0.3058 0.0056 0.982 0.52 0.10 SPOOF_COM2OTH 0.191 0.2733 0.0000 1.000 0.52 0.24 HTML_ATTR_UNIQUE 0.190 0.2717 0.0000 1.000 0.52 2.41 MSGID_OUTLOOK_INVALID 0.187 0.2677 0.0000 1.000 0.52 0.14 HTML_BADTAG_30_40 0.244 0.3431 0.0132 0.963 0.52 0.01 HTML_BADTAG_20_30 18.003 25.5893 0.3916 0.985 0.52 1.14 MPART_ALT_DIFF 0.186 0.2660 0.0000 1.000 0.52 2.41 X_MIME_AUTOCONVERTED 0.306 0.4258 0.0264 0.942 0.51 0.98 DEAR_FRIEND 0.194 0.2766 0.0038 0.987 0.51 2.03 SUB_HELLO 0.185 0.2652 0.0000 1.000 0.51 2.50 DRUG_ED_ONLINE 0.185 0.2652 0.0000 1.000 0.51 1.81 HTML_BADTAG_50_60 0.200 0.2831 0.0056 0.980 0.51 1.87 SPOOF_NET2COM 0.184 0.2628 0.0000 1.000 0.51 2.31 FORGED_QUALCOMM_TAGS 0.213 0.3001 0.0094 0.970 0.51 1.18 HTML_FONT_SIZE_LARGE 0.183 0.2612 0.0000 1.000 0.51 2.41 HELO_DYNAMIC_DIALIN 0.183 0.2612 0.0000 1.000 0.51 2.50 FAKE_HELO_MAIL_COM_DOM 0.181 0.2596 0.0000 1.000 0.51 2.36 FAKE_HELO_MSN 0.179 0.2563 0.0000 1.000 0.51 2.41 FUZZY_OFFERS 0.464 0.6416 0.0527 0.924 0.50 0.63 NO_OBLIGATION 0.179 0.2555 0.0000 1.000 0.50 1.87 HTML_BADTAG_60_70 0.194 0.2750 0.0075 0.973 0.50 2.31 PRICES_ARE_AFFORDABLE 0.187 0.2652 0.0056 0.979 0.50 2.13 DISGUISE_PORN_MUNDANE 0.168 0.2409 0.0000 1.000 0.50 2.41 HTML_MISSING_CTYPE 0.176 0.2514 0.0019 0.993 0.50 2.50 FUZZY_SOFTWARE 0.185 0.2628 0.0056 0.979 0.50 2.04 HTML_TAG_EXIST_MARQUEE 0.374 0.5159 0.0433 0.923 0.49 0.33 SUBJECT_NOVOWEL 0.163 0.2336 0.0000 1.000 0.49 2.41 URI_UPPER_LOWER 0.181 0.2571 0.0056 0.979 0.49 2.24 FROM_LOCAL_HEX 0.789 1.0828 0.1054 0.911 0.49 0.05 NO_RDNS_DOTCOM_HELO 0.159 0.2271 0.0000 1.000 0.49 2.41 X_MESSAGE_FLAG_ODD 0.156 0.2231 0.0000 1.000 0.49 2.22 MSGID_SPAM_ALPHA_NUM 0.161 0.2295 0.0019 0.992 0.49 0.03 HTML_NONELEMENT_30_40 0.155 0.2222 0.0000 1.000 0.49 0.98 FUZZY_FOLLOW 18.159 25.7961 0.4312 0.984 0.48 1.67 RCVD_NUMERIC_HELO 0.154 0.2206 0.0000 1.000 0.48 2.31 FORGED_MSGID_MSN 0.149 0.2125 0.0000 1.000 0.48 0.22 FUZZY_VIOXX 7.977 11.2426 0.3973 0.966 0.48 1.46 INFO_TLD 0.170 0.2409 0.0056 0.977 0.48 1.20 USERPASS 0.148 0.2117 0.0000 1.000 0.48 0.01 HTML_BADTAG_40_50 0.146 0.2093 0.0000 1.000 0.48 2.31 RATWARE_HASH_2_V2 0.143 0.2052 0.0000 1.000 0.48 2.22 X_LIBRARY 4.852 6.7840 0.3671 0.949 0.48 0.00 HTML_TEXT_AFTER_BODY 0.149 0.2117 0.0019 0.991 0.48 0.83 SUBJECT_DRUG_GAP_P 0.142 0.2036 0.0000 1.000 0.47 2.22 UNCLAIMED_MONEY 0.239 0.3301 0.0264 0.926 0.47 1.19 WHY_WAIT 0.146 0.2076 0.0019 0.991 0.47 2.02 HG_HORMONE 4.117 5.7458 0.3370 0.945 0.47 0.02 MIME_BASE64_NO_NAME 0.402 0.5491 0.0603 0.901 0.47 0.07 HTML_BADTAG_10_20 0.169 0.2385 0.0094 0.962 0.47 1.41 URI_OFFERS 0.161 0.2271 0.0075 0.968 0.47 2.13 ROUND_THE_WORLD_LOCAL 0.135 0.1939 0.0000 1.000 0.47 1.10 HTML_BADTAG_90_100 0.134 0.1914 0.0000 1.000 0.47 2.22 HTML_TAG_EXIST_BGSOUND 1.574 2.1721 0.1845 0.922 0.47 0.46 SUBJ_ALL_CAPS 0.194 0.2693 0.0188 0.935 0.47 1.23 SOMETHING_FOR_ADULTS 0.133 0.1898 0.0000 1.000 0.46 2.22 RATWARE_HASH_2 0.336 0.4591 0.0490 0.904 0.46 0.07 SEE_FOR_YOURSELF 0.157 0.2214 0.0075 0.967 0.46 0.79 MSGID_NO_HOST 0.141 0.2003 0.0038 0.982 0.46 0.42 RATWARE_MPOP_WEBMAIL 1.433 1.9742 0.1751 0.919 0.46 0.73 EXTRA_MPART_TYPE 0.129 0.1849 0.0000 1.000 0.46 2.22 MSGID_RATWARE1 0.160 0.2247 0.0094 0.960 0.46 0.03 FAKE_HELO_EXCITE 0.141 0.1995 0.0038 0.981 0.46 2.12 ONE_TIME 0.174 0.2433 0.0132 0.949 0.46 0.82 HTML_LINK_OPT_OUT 0.134 0.1906 0.0019 0.990 0.46 0.09 HTML_NONELEMENT_20_30 0.139 0.1979 0.0038 0.981 0.46 1.90 FROM_DOMAIN_NOVOWEL 2.007 2.7780 0.2184 0.927 0.46 1.39 HTML_10_20 0.129 0.1833 0.0019 0.990 0.45 2.13 SUBJECT_DIET 0.124 0.1768 0.0000 1.000 0.45 2.22 HTTPS_IP_MISMATCH 0.150 0.0041 0.4895 0.008 0.45 -0.00 NO_RELAYS 0.488 0.6627 0.0810 0.891 0.45 0.00 RISK_FREE 0.122 0.1744 0.0000 1.000 0.45 2.22 FAKE_HELO_MAIL_COM 0.180 0.2498 0.0169 0.936 0.45 0.02 CLICK_TO_REMOVE_1 0.569 0.7705 0.1017 0.883 0.45 0.00 CLICK_BELOW_CAPS 0.134 0.1898 0.0056 0.971 0.45 1.83 FROM_STARTS_WITH_NUMS 0.139 0.0032 0.4538 0.007 0.45 -1.67 ALL_TRUSTED 0.117 0.1679 0.0000 1.000 0.45 2.04 REFINANCE_YOUR_HOME 0.900 1.2223 0.1525 0.889 0.45 1.14 PLING_PLING 0.128 0.1817 0.0038 0.980 0.45 0.00 FROM_LOCAL_DIGITS 0.114 0.1630 0.0000 1.000 0.45 2.04 FUZZY_AFFORDABLE 0.114 0.1630 0.0000 1.000 0.45 2.13 HELO_DYNAMIC_OOL 1.073 1.4640 0.1657 0.898 0.45 0.20 HTML_SHOUTING3 0.113 0.1622 0.0000 1.000 0.44 2.04 ORG_MIME_TOOLS 0.146 0.2036 0.0113 0.947 0.44 1.37 IP_LINK_PLUS 0.112 0.1606 0.0000 1.000 0.44 2.13 HELO_DYNAMIC_ROGERS 0.138 0.1939 0.0094 0.954 0.44 1.76 MARKETING_PARTNERS 0.121 0.1720 0.0038 0.979 0.44 1.79 FORGED_JUNO_RCVD 0.119 0.1687 0.0038 0.978 0.44 0.06 HTML_FONT_SIZE_NONE 0.108 0.1541 0.0000 1.000 0.44 2.12 SUBJECT_DRUG_GAP_L 0.130 0.1825 0.0075 0.960 0.44 0.01 AS_SEEN_ON 0.110 0.1565 0.0019 0.988 0.44 1.88 ENTITY_DEC_ALPHANUM 0.163 0.2247 0.0188 0.923 0.44 0.64 SUBJ_DOLLARS 0.177 0.2433 0.0226 0.915 0.43 1.21 SATIS_GUAR 0.132 0.1841 0.0094 0.951 0.43 1.93 EXCUSE_6 0.101 0.1452 0.0000 1.000 0.43 2.04 RATWARE_MOZ_MALFORMED 0.101 0.1452 0.0000 1.000 0.43 1.97 RATWARE_GECKO_BUILD 0.136 0.1898 0.0113 0.944 0.43 0.41 SAVE_THOUSANDS 0.100 0.1428 0.0000 1.000 0.43 2.04 FUZZY_MILF 0.130 0.1825 0.0094 0.951 0.43 1.86 SUBJECT_FUZZY_TION 0.099 0.1419 0.0000 1.000 0.43 2.04 HELO_DYNAMIC_CHELLO_NL 0.099 0.1419 0.0000 1.000 0.43 2.04 HTML_FORMACTION_MAILTO 0.109 0.1549 0.0038 0.976 0.43 1.42 PORN_URL_MISC 0.098 0.1395 0.0000 1.000 0.43 1.74 PREVENT_NONDELIVERY 0.108 0.1533 0.0038 0.976 0.43 1.76 LOCALPART_IN_SUBJECT 0.652 0.8736 0.1393 0.862 0.43 0.00 SUBJECT_EXCESS_QP 2.152 2.9467 0.3069 0.906 0.42 0.16 NORMAL_HTTP_TO_IP 0.099 0.1411 0.0019 0.987 0.42 1.78 WHY_PAY_MORE 0.194 0.0138 0.6138 0.022 0.42 -1.11 BAYES_05 0.115 0.1614 0.0075 0.955 0.42 1.58 REFINANCE_NOW 0.093 0.1330 0.0000 1.000 0.42 2.04 RCVD_AM_PM 0.406 0.5451 0.0847 0.865 0.42 0.10 MAILTO_SUBJ_REMOVE 0.091 0.1306 0.0000 1.000 0.42 1.85 ENGLISH_UCE_SUBJECT 0.582 0.7811 0.1205 0.866 0.42 1.11 MAILTO_TO_REMOVE 0.192 0.2604 0.0320 0.891 0.42 0.26 PORN_URL_SEX 0.101 0.1428 0.0056 0.962 0.42 1.71 NO_FORMS 0.097 0.1371 0.0038 0.973 0.41 1.39 GUARANTEED_100_PERCENT 0.085 0.1217 0.0000 1.000 0.41 1.89 HTML_OBFUSCATE_60_70 0.091 0.1290 0.0019 0.986 0.41 1.85 SUBJ_YOUR_FAMILY 0.084 0.1209 0.0000 1.000 0.41 1.50 RATWARE_NETIP 0.095 0.1338 0.0038 0.973 0.41 0.04 HTML_SHORT_COMMENT 0.116 0.1614 0.0113 0.935 0.41 1.57 EXCUSE_REMOVE 0.082 0.1168 0.0000 1.000 0.41 2.04 STOCK_ALERT 0.218 0.2920 0.0452 0.866 0.41 0.92 ADDRESS_IN_SUBJECT 0.105 0.1460 0.0094 0.939 0.41 1.19 FROM_EXCESS_BASE64 0.312 0.4137 0.0753 0.846 0.41 0.53 FROM_NO_LOWER 0.088 0.1241 0.0038 0.971 0.40 1.86 FROM_OFFERS 0.077 0.1095 0.0000 1.000 0.40 1.83 OBSCURED_EMAIL 0.236 0.3163 0.0508 0.862 0.40 0.98 DATE_IN_PAST_24_48 0.075 0.1079 0.0000 1.000 0.40 0.65 BANG_EXERCISE 0.075 0.1079 0.0000 1.000 0.40 2.04 FORGED_MUA_THEBAT_CS 0.080 0.1144 0.0019 0.984 0.40 1.94 DATE_IN_FUTURE_48_96 0.239 0.3196 0.0527 0.858 0.40 0.00 SUB_FREE_OFFER 0.082 0.1160 0.0038 0.969 0.40 1.76 SUBJ_YOUR_DEBT 0.070 0.0998 0.0000 1.000 0.40 0.01 HTML_ATTR_BAD 0.068 0.0973 0.0000 1.000 0.40 1.94 HELO_DYNAMIC_ADELPHIA 1.814 2.4625 0.3088 0.889 0.40 1.12 DATE_IN_PAST_03_06 0.067 0.0965 0.0000 1.000 0.40 0.00 X_ORIG_IP_NOT_IPV4 0.808 1.0852 0.1638 0.869 0.40 1.04 DATE_IN_PAST_12_24 0.137 0.1857 0.0245 0.884 0.39 0.04 SUBJ_CONSONANTS 0.200 0.2669 0.0452 0.855 0.39 0.01 URI_IS_POUND 1.104 1.4900 0.2071 0.878 0.39 0.93 DATE_IN_PAST_06_12 0.062 0.0884 0.0000 1.000 0.39 1.85 RATWARE_BOUND_PIECE 0.071 0.0998 0.0038 0.964 0.39 0.00 OFFSHORE_SCAM 0.060 0.0852 0.0000 1.000 0.39 1.85 EMAIL_ROT13 0.075 0.1054 0.0056 0.949 0.38 0.93 URI_4YOU 0.057 0.0811 0.0000 1.000 0.38 1.71 HTML_BADTAG_70_80 0.057 0.0811 0.0000 1.000 0.38 1.76 FORGED_MUA_MOZILLA 0.056 0.0000 0.1864 0.000 0.38 -100.00 USER_IN_WHITELIST 0.061 0.0868 0.0019 0.979 0.38 0.07 BILLION_DOLLARS 0.056 0.0795 0.0000 1.000 0.38 1.85 HELO_DYNAMIC_HOME_NL 0.060 0.0852 0.0019 0.978 0.38 1.76 AMATEUR_PORN 0.260 0.3423 0.0678 0.835 0.38 0.34 EXCUSE_10 2.433 3.3085 0.4010 0.892 0.38 1.05 HTML_20_30 0.077 0.1063 0.0075 0.934 0.38 1.14 SOME_BREAKTHROUGH 0.063 0.0884 0.0038 0.959 0.38 1.19 MSGID_LONG 0.076 0.1054 0.0075 0.933 0.38 0.08 HAIR_LOSS 0.057 0.0811 0.0019 0.977 0.38 1.76 NASTY_GIRLS 0.062 0.0876 0.0038 0.959 0.38 1.76 ADDR_NUMS_AT_BIGSITE 5.231 7.2098 0.6364 0.919 0.38 0.23 MIME_QP_LONG_LINE 0.049 0.0706 0.0000 1.000 0.38 1.68 HTML_OBFUSCATE_70_80 0.065 0.0908 0.0056 0.941 0.38 1.13 HTML_SHOUTING5 8.749 12.0772 1.0243 0.922 0.38 0.57 HTML_90_100 0.088 0.1200 0.0132 0.901 0.37 1.29 WEIRD_QUOTING 0.048 0.0681 0.0000 1.000 0.37 1.76 SUBJ_LIFE_INSURANCE 0.048 0.0681 0.0000 1.000 0.37 1.79 REVERSE_AGING 0.047 0.0673 0.0000 1.000 0.37 0.24 WHILE_YOU_SLEEP 0.057 0.0803 0.0038 0.955 0.37 1.69 FORWARD_LOOKING 0.641 0.8476 0.1600 0.841 0.37 0.70 HOT_NASTY 0.046 0.0657 0.0000 1.000 0.37 1.72 TERRA_ES 0.045 0.0649 0.0000 1.000 0.37 1.67 CHINA_HEADER 0.747 0.9952 0.1713 0.853 0.37 0.12 TO_CC_NONE 8.557 11.7731 1.0920 0.915 0.37 0.07 HTML_FONT_BIG 0.092 0.1249 0.0169 0.881 0.37 0.00 GUARANTEED_STUFF 0.048 0.0681 0.0019 0.973 0.37 0.78 LIVE_PORN 0.044 0.0625 0.0000 1.000 0.37 1.75 MULTI_FORGED 0.048 0.0673 0.0019 0.973 0.37 1.42 FREE_QUOTE_INSTANT 0.283 0.3699 0.0810 0.820 0.37 0.00 MISSING_DATE 0.063 0.0868 0.0075 0.920 0.37 1.08 PORN_15 0.043 0.0616 0.0000 1.000 0.37 1.06 CONFIRMED_FORGED 0.043 0.0616 0.0000 1.000 0.37 1.67 FORGED_MSGID_AOL 0.050 0.0698 0.0038 0.949 0.37 1.76 FREE_PREVIEW 0.952 1.2734 0.2052 0.861 0.37 0.48 DIET_1 0.135 0.1793 0.0320 0.848 0.37 0.17 OPTING_OUT_CAPS 0.043 0.0608 0.0000 1.000 0.36 1.76 SUBJ_AS_SEEN 0.049 0.0681 0.0038 0.948 0.36 1.45 FORGED_EUDORAMAIL_RCVD 0.044 0.0625 0.0019 0.971 0.36 3.20 CHARSET_FARAWAY_HEADER 0.624 0.8225 0.1619 0.836 0.36 0.31 FROM_HAS_ULINE_NUMS 0.041 0.0584 0.0000 1.000 0.36 0.09 EXCUSE_4 0.105 0.1403 0.0245 0.851 0.36 0.00 CONSOLIDATE_DEBT 0.040 0.0568 0.0000 1.000 0.36 1.59 DRUG_ED_SILD 0.049 0.0681 0.0056 0.923 0.36 0.13 HTML_FONT_SIZE_HUGE 0.039 0.0560 0.0000 1.000 0.36 1.50 RATWARE_RCVD_LC_ESMTP 0.039 0.0560 0.0000 1.000 0.36 1.76 EXCUSE_24 0.070 0.0941 0.0132 0.877 0.36 1.51 ML_MARKETING 0.039 0.0552 0.0000 1.000 0.36 1.67 DEEP_DISC_MEDS 1.171 1.5492 0.2937 0.841 0.36 1.06 HTML_IMAGE_RATIO_04 0.048 0.0657 0.0056 0.921 0.36 2.45 MIME_CHARSET_FARAWAY 0.038 0.0543 0.0000 1.000 0.35 0.00 DIET_3 0.037 0.0535 0.0000 1.000 0.35 1.67 HDR_ORDER_TRIMRS 0.037 0.0535 0.0000 1.000 0.35 1.67 HELO_DYNAMIC_RR2 0.043 0.0592 0.0038 0.940 0.35 0.01 DIET_2 0.065 0.0876 0.0132 0.869 0.35 0.86 SUBJ_YOUR_OWN 8.896 12.2248 1.1673 0.913 0.35 0.18 DOMAIN_RATIO 0.036 0.0511 0.0000 1.000 0.35 1.65 COMPETE 0.041 0.0576 0.0038 0.939 0.35 0.00 FAKE_HELO_LYCOS 0.067 0.0900 0.0151 0.857 0.35 0.00 HTML_COMMENT_SHORT 0.035 0.0503 0.0000 1.000 0.35 1.67 HEADER_COUNT_CTYPE 3.744 5.1002 0.5950 0.896 0.35 0.46 HTML_30_40 0.034 0.0487 0.0000 1.000 0.35 1.46 MEET_SINGLES 0.034 0.0487 0.0000 1.000 0.35 1.76 HELO_DYNAMIC_VTR 0.175 0.2279 0.0527 0.812 0.35 0.81 BLANK_LINES_80_90 0.037 0.0527 0.0019 0.966 0.35 0.82 SENT_IN_COMPLIANCE 0.054 0.0730 0.0113 0.866 0.35 0.71 GET_PAID 0.033 0.0479 0.0000 1.000 0.35 1.56 BARGAIN_URL 0.033 0.0479 0.0000 1.000 0.35 1.67 WITH_LC_SMTP 0.033 0.0479 0.0000 1.000 0.35 1.39 BANG_OPRAH 0.079 0.1046 0.0188 0.847 0.35 0.14 FREE_PORN 7.587 10.3553 1.1617 0.899 0.34 0.11 HTML_LINK_IMAGE_BUG 0.032 0.0462 0.0000 1.000 0.34 1.57 WRINKLES 0.056 0.0738 0.0132 0.848 0.34 1.25 NUMERIC_HTTP_ADDR 0.086 0.1136 0.0226 0.834 0.34 1.09 URI_NO_WWW_ANY_CGI 0.031 0.0446 0.0000 1.000 0.34 1.67 HARDCORE_PORN 0.035 0.0487 0.0019 0.963 0.34 1.67 BILL_1618 0.220 0.0333 0.6533 0.048 0.34 -0.74 BAYES_20 0.031 0.0438 0.0000 1.000 0.34 1.67 FAKE_HELO_EMAIL_COM 0.031 0.0438 0.0000 1.000 0.34 1.31 FIN_FREE 3.862 5.2478 0.6439 0.891 0.34 0.28 HTML_TAG_EXIST_TBODY 0.029 0.0422 0.0000 1.000 0.34 1.67 FAKE_HELO_EUDORAMAIL 4.256 5.7904 0.6929 0.893 0.34 0.50 HTML_40_50 0.103 0.1346 0.0301 0.817 0.34 0.00 BEST_PORN 0.212 0.2709 0.0753 0.782 0.34 0.01 SUBJ_FREE_CAP 0.029 0.0414 0.0000 1.000 0.34 2.50 MISSING_HB_SEP 0.028 0.0406 0.0000 1.000 0.34 1.57 HELO_DYNAMIC_NTL 0.032 0.0446 0.0019 0.960 0.34 1.62 SUBJ_GUARANTEED 1.512 2.0026 0.3747 0.842 0.34 0.71 UNDISC_RECIPS 0.052 0.0681 0.0132 0.838 0.34 0.28 EXTRA_CASH 0.456 0.5872 0.1506 0.796 0.34 0.12 TO_EMPTY 0.477 0.6172 0.1525 0.802 0.34 0.00 MIME_MISSING_BOUNDARY 0.028 0.0397 0.0000 1.000 0.34 1.26 MSGID_SPAM_ZEROES 0.031 0.0438 0.0019 0.959 0.34 1.27 SUBJ_FOR_ONLY 0.887 1.1607 0.2504 0.823 0.34 0.00 HTML_BACKHAIR_2 0.027 0.0381 0.0000 1.000 0.33 3.20 CHARSET_FARAWAY 0.027 0.0381 0.0000 1.000 0.33 1.57 PORN_16 0.027 0.0381 0.0000 1.000 0.33 1.58 DRUGS_SMEAR1 1.833 2.4455 0.4123 0.856 0.33 0.01 HTML_TITLE_EMPTY 4.452 5.9948 0.8717 0.873 0.33 0.00 HTML_50_60 0.024 0.0341 0.0000 1.000 0.33 1.57 INVALID_DATE_TZ_ABSURD 0.024 0.0341 0.0000 1.000 0.33 1.47 FAKE_HELO_YAHOO_CA 0.024 0.0341 0.0000 1.000 0.33 1.57 EXCUSE_23 0.086 0.1119 0.0264 0.809 0.33 1.12 ADDR_FREE 0.022 0.0308 0.0000 1.000 0.33 1.47 FORGED_TELESP_RCVD 0.022 0.0308 0.0000 1.000 0.33 0.61 HIDDEN_CHARGES 0.021 0.0300 0.0000 1.000 0.33 1.19 YAHOO_DRS_REDIR 0.019 0.0268 0.0000 1.000 0.33 1.57 TO_TXT 4.794 6.3760 1.1203 0.851 0.33 0.00 HTML_60_70 0.018 0.0260 0.0000 1.000 0.32 1.48 HELO_DYNAMIC_HEXIP 0.024 0.0333 0.0019 0.946 0.32 1.48 BE_BOSS 0.042 0.0552 0.0113 0.830 0.32 0.72 DISGUISE_PORN 0.018 0.0251 0.0000 1.000 0.32 0.05 PORN_URL_SLUT 0.018 0.0251 0.0000 1.000 0.32 1.17 TO_RECIP_MARKER 0.034 0.0454 0.0075 0.858 0.32 1.39 EXCUSE_12 0.016 0.0227 0.0000 1.000 0.32 0.00 HTML_BADTAG_80_90 0.016 0.0227 0.0000 1.000 0.32 1.48 PREST_NON_ACCREDITED 0.463 0.5945 0.1582 0.790 0.32 0.00 MORTGAGE_PITCH 0.015 0.0211 0.0000 1.000 0.32 1.48 JAPANESE_UCE_SUBJECT 0.043 0.0560 0.0132 0.809 0.32 0.02 FULL_REFUND 0.014 0.0203 0.0000 1.000 0.32 1.03 SUBJ_2_NUM_PARENS 28.977 39.6261 4.2570 0.903 0.32 0.39 MIME_HTML_ONLY 0.014 0.0195 0.0000 1.000 0.32 1.40 HTML_OBFUSCATE_80_90 0.048 0.0616 0.0169 0.784 0.32 0.16 FREE_ACCESS 0.013 0.0187 0.0000 1.000 0.32 1.48 JS_FROMCHARCODE 0.013 0.0187 0.0000 1.000 0.32 1.48 HTTP_CTRL_CHARS_HOST 0.065 0.0819 0.0245 0.770 0.32 0.01 ACT_NOW_CAPS 0.012 0.0178 0.0000 1.000 0.32 100.00 USER_IN_BLACKLIST 0.545 0.7081 0.1676 0.809 0.31 0.62 PLING_QUERY 11.890 16.2430 1.7849 0.901 0.31 1.18 MSGID_FROM_MTA_ID 0.011 0.0162 0.0000 1.000 0.31 1.48 NONEXISTENT_CHARSET 0.011 0.0154 0.0000 1.000 0.31 1.35 DRUG_ED_COMBO 0.011 0.0154 0.0000 1.000 0.31 1.48 RATWARE_JPFREE 0.014 0.0195 0.0019 0.912 0.31 0.46 JOIN_MILLIONS 0.072 0.0908 0.0282 0.763 0.31 0.00 TO_MALFORMED 0.010 0.0146 0.0000 1.000 0.31 0.00 HELO_DYNAMIC_VELOX 0.010 0.0146 0.0000 1.000 0.31 0.00 RCVD_BONUS_SPC_DATE 0.017 0.0227 0.0038 0.858 0.31 1.33 EARN_PER_WEEK 0.010 0.0138 0.0000 1.000 0.31 1.48 FROM_NONSENDING_DOMAIN 2.286 3.0278 0.5648 0.843 0.31 0.11 ADVANCE_FEE_1 0.009 0.0130 0.0000 1.000 0.31 1.48 NO_MEDICAL 0.009 0.0000 0.0301 0.000 0.31 -15.00 USER_IN_DEF_WHITELIST 0.009 0.0122 0.0000 1.000 0.31 0.00 TO_NO_USER 14.034 18.6114 3.4079 0.845 0.31 0.00 UNPARSEABLE_RELAY 0.008 0.0114 0.0000 1.000 0.31 0.00 FORGED_AOL_RCVD 0.007 0.0105 0.0000 1.000 0.31 1.17 WE_HONOR_ALL 0.007 0.0097 0.0000 1.000 0.30 1.48 MICRO_CAP_WARNING 0.059 0.0730 0.0264 0.735 0.30 0.00 HIDE_WIN_STATUS 0.012 0.0162 0.0038 0.812 0.30 1.24 AMAZING_STUFF 0.006 0.0089 0.0000 1.000 0.30 0.00 CONFIDENTIAL_ORDER 0.070 0.0868 0.0301 0.742 0.30 0.40 DATE_IN_PAST_48_96 0.006 0.0081 0.0000 1.000 0.30 0.00 HDR_ORDER_MTSRIX 0.024 0.0308 0.0094 0.766 0.30 0.23 FREE_SAMPLE 0.005 0.0065 0.0000 1.000 0.30 0.01 T_HTML_IFRAME_SRC 0.005 0.0065 0.0000 1.000 0.30 0.00 HTML_OBFUSCATE_90_100 0.008 0.0105 0.0019 0.848 0.30 0.00 FROM_AND_TO_SAME 43.242 57.7346 9.5986 0.857 0.30 0.00 HTML_MESSAGE 0.004 0.0057 0.0000 1.000 0.30 0.00 REMOVE_POSTAL 0.004 0.0057 0.0000 1.000 0.30 0.00 FAKED_UNDISC_RECIPS 0.003 0.0041 0.0000 1.000 0.30 0.00 RATWARE_STORM_URI 2.785 3.6662 0.7399 0.832 0.30 0.00 HTML_FONT_INVISIBLE 0.002 0.0032 0.0000 1.000 0.30 0.01 T_PH_SEC 0.002 0.0024 0.0000 1.000 0.30 0.00 YAHOO_RD_REDIR 0.002 0.0024 0.0000 1.000 0.30 0.00 HELO_DYNAMIC_TELIA 0.002 0.0000 0.0056 0.000 0.30 -6.00 USER_IN_WHITELIST_TO 0.599 0.7738 0.1920 0.801 0.30 0.00 FROM_EXCESS_QP 12.995 16.4717 4.9236 0.770 0.29 0.08 RCVD_BY_IP 0.033 0.0406 0.0151 0.729 0.29 0.00 MISSING_MIME_HB_SEP 1.714 2.2508 0.4688 0.828 0.29 0.33 HTML_WEB_BUGS 0.001 0.0016 0.0000 1.000 0.29 0.01 T_EB_PHISH 0.001 0.0008 0.0000 1.000 0.29 0.00 HELO_DYNAMIC_CHELLO_NO 0.001 0.0008 0.0000 1.000 0.29 0.00 YOU_CAN_SEARCH 0.000 0.0000 0.0000 0.500 0.29 100.00 SUBJECT_IN_BLACKLIST 0.000 0.0000 0.0000 0.500 0.29 -5.00 HASHCASH_HIGH 0.000 0.0000 0.0000 0.500 0.29 0.00 MSGID_SPAM_99X9XX99 0.000 0.0000 0.0000 0.500 0.29 10.00 USER_IN_BLACKLIST_TO 0.000 0.0000 0.0000 0.500 0.29 0.01 T_PP_PHISH 0.000 0.0000 0.0000 0.500 0.29 -3.00 HASHCASH_24 0.000 0.0000 0.0000 0.500 0.29 0.10 MICROSOFT_EXECUTABLE 0.000 0.0000 0.0000 0.500 0.29 0.00 RESISTANCE_IS_FUTILE 0.000 0.0000 0.0000 0.500 0.29 0.00 RATWARE_HASH_DASH 0.000 0.0000 0.0000 0.500 0.29 0.50 HTML_CHARSET_FARAWAY 0.000 0.0000 0.0000 0.500 0.29 2.50 FRAGMENTED_MESSAGE 0.000 0.0000 0.0000 0.500 0.29 -20.00 USER_IN_MORE_SPAM_TO 0.000 0.0000 0.0000 0.500 0.29 0.10 MIME_SUSPECT_NAME 0.000 0.0000 0.0000 0.500 0.29 -4.00 HASHCASH_25 0.000 0.0000 0.0000 0.500 0.29 0.01 T_PH_REC 0.000 0.0000 0.0000 0.500 0.29 -1.00 HASHCASH_22 0.000 0.0000 0.0000 0.500 0.29 -0.50 HASHCASH_20 0.000 0.0000 0.0000 0.500 0.29 1.00 AWL 0.000 0.0000 0.0000 0.500 0.29 1000.00 GTUBE 0.000 0.0000 0.0000 0.500 0.29 2.80 UNWANTED_LANGUAGE_BODY 0.000 0.0000 0.0000 0.500 0.29 -0.70 HASHCASH_21 0.000 0.0000 0.0000 0.500 0.29 0.00 FORGED_GW05_RCVD 0.000 0.0000 0.0000 0.500 0.29 1.50 BODY_8BITS 0.000 0.0000 0.0000 0.500 0.29 0.10 HASHCASH_2SPEND 0.000 0.0000 0.0000 0.500 0.29 0.00 MSGID_FROM_MTA_HOTMAIL 0.000 0.0000 0.0000 0.500 0.29 0.00 ACCESSDB 0.000 0.0000 0.0000 0.500 0.29 -100.00 USER_IN_ALL_SPAM_TO 0.000 0.0000 0.0000 0.500 0.29 -2.00 HASHCASH_23 0.000 0.0000 0.0000 0.500 0.29 -100.00 SUBJECT_IN_WHITELIST 0.002 0.0024 0.0019 0.564 0.29 2.50 HEAD_LONG 0.102 0.1257 0.0471 0.728 0.29 0.00 FROM_NO_USER 0.001 0.0008 0.0019 0.301 0.29 2.50 HIGH_CODEPAGE_URI 0.549 0.7048 0.1864 0.791 0.29 0.56 NO_COST 7.003 8.7485 2.9523 0.748 0.29 0.00 HTML_80_90 0.333 0.4104 0.1525 0.729 0.28 0.01 LOTS_OF_STUFF 0.135 0.1647 0.0659 0.714 0.28 0.00 MORTGAGE_BEST 4.956 6.3647 1.6870 0.790 0.28 0.14 HTML_70_80 0.019 0.0211 0.0151 0.583 0.28 0.00 HTML_SHOUTING7 0.002 0.0000 0.0056 0.000 0.28 0.00 MIME_BOUND_DIGITS_7 1.350 1.7414 0.4406 0.798 0.27 0.00 URI_HEX 0.031 0.0349 0.0207 0.627 0.27 0.17 RECEIVE_OFFER 23.258 19.1994 32.6781 0.370 0.27 0.00 FORGED_RCVD_HELO 0.006 0.0041 0.0094 0.301 0.27 -0.00 NO_RECEIVED 0.032 0.0357 0.0226 0.612 0.27 0.01 HTML_SHOUTING6 3.601 4.5243 1.4592 0.756 0.26 0.00 BAYES_50 0.149 0.1776 0.0810 0.687 0.26 0.00 HTML_FONT_FACE_CAPS 1.202 1.5281 0.4462 0.774 0.26 0.27 MSGID_FROM_MTA_HEADER 0.127 0.1492 0.0753 0.665 0.25 0.00 MORTGAGE_RATES 0.039 0.0422 0.0320 0.569 0.25 0.51 REPLY_TO_EMPTY 1.583 2.0204 0.5667 0.781 0.25 0.00 UPPERCASE_25_50 7.304 7.4264 7.0210 0.514 0.25 0.06 NO_REAL_NAME 0.218 0.0600 0.5837 0.093 0.23 -0.18 BAYES_40 0.520 0.6254 0.2749 0.695 0.22 0.00 HTML_EVENT_UNSAFE 1.923 2.2638 1.1316 0.667 0.21 0.45 MAILTO_TO_SPAM_ADDR 0.221 0.2523 0.1469 0.632 0.21 0.11 BANG_MORE 0.810 0.9741 0.4293 0.694 0.19 0.00 REMOVE_PAGE 0.382 0.4412 0.2448 0.643 0.19 0.00 WEIRD_PORT 2.472 2.7723 1.7755 0.610 0.18 0.00 HTML_BADTAG_00_10 0.439 0.5086 0.2768 0.648 0.18 0.01 MISSING_HEADERS 0.625 0.7267 0.3897 0.651 0.18 0.14 HTML_IMAGE_RATIO_06 1.742 1.9572 1.2427 0.612 0.17 0.18 MIME_HEADER_CTYPE_ONLY 0.857 1.0171 0.4839 0.678 0.17 0.01 LOW_PRICE 0.071 0.0633 0.0885 0.417 0.16 0.00 BLANK_LINES_90_100 0.391 0.4339 0.2918 0.598 0.16 0.00 HTML_IMAGE_RATIO_08 0.663 0.7641 0.4274 0.641 0.16 0.00 URI_DIGITS 1.368 1.4105 1.2690 0.526 0.13 0.00 HTML_NONELEMENT_00_10 0.762 0.8460 0.5667 0.599 0.12 0.07 HTML_NONELEMENT_10_20 1.190 0.9433 1.7642 0.348 0.04 0.00 URI_REDIRECTOR 0.413 0.3569 0.5441 0.396 0.00 0.00 TO_ADDRESS_EQ_REAL Rule file versions for which these results apply: (SpamAssassin Version string: 3.001000-pre4-cvs) -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