STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 193032 72.62% (99.89% of non-spam corpus) # Correctly spam: 69125 26.01% (95.26% of spam corpus) # False positives: 212 0.08% (0.11% of nonspam, 4853 weighted) # False negatives: 3439 1.29% (4.74% of spam, 10717 weighted) # Average score for spam: 19.7 nonspam: -13.2 # Average for false-pos: 6.1 false-neg: 3.1 # TOTAL: 265808 100.00% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 161085 60.60% (83.36% of non-spam corpus) # Correctly spam: 72533 27.29% (99.96% of spam corpus) # False positives: 32159 12.10% (16.64% of nonspam, 49737 weighted) # False negatives: 31 0.01% (0.04% of spam, -233 weighted) # SUMMARY for threshold -3.0: # Correctly non-spam: 163179 61.39% (84.44% of non-spam corpus) # Correctly spam: 72524 27.28% (99.94% of spam corpus) # False positives: 30065 11.31% (15.56% of nonspam, 77376 weighted) # False negatives: 40 0.02% (0.06% of spam, -265 weighted) # SUMMARY for threshold -2.0: # Correctly non-spam: 163979 61.69% (84.86% of non-spam corpus) # Correctly spam: 72513 27.28% (99.93% of spam corpus) # False positives: 29265 11.01% (15.14% of nonspam, 85006 weighted) # False negatives: 51 0.02% (0.07% of spam, -293 weighted) # SUMMARY for threshold -1.0: # Correctly non-spam: 167566 63.04% (86.71% of non-spam corpus) # Correctly spam: 72492 27.27% (99.90% of spam corpus) # False positives: 25678 9.66% (13.29% of nonspam, 102503 weighted) # False negatives: 72 0.03% (0.10% of spam, -321 weighted) # SUMMARY for threshold 0.0: # Correctly non-spam: 171860 64.66% (88.93% of non-spam corpus) # Correctly spam: 72454 27.26% (99.85% of spam corpus) # False positives: 21384 8.04% (11.07% of nonspam, 107927 weighted) # False negatives: 110 0.04% (0.15% of spam, -335 weighted) # SUMMARY for threshold 1.0: # Correctly non-spam: 184269 69.32% (95.36% of non-spam corpus) # Correctly spam: 72181 27.16% (99.47% of spam corpus) # False positives: 8975 3.38% (4.64% of nonspam, 82185 weighted) # False negatives: 383 0.14% (0.53% of spam, -208 weighted) # SUMMARY for threshold 2.0: # Correctly non-spam: 188084 70.76% (97.33% of non-spam corpus) # Correctly spam: 71813 27.02% (98.97% of spam corpus) # False positives: 5160 1.94% (2.67% of nonspam, 60981 weighted) # False negatives: 751 0.28% (1.03% of spam, 366 weighted) # SUMMARY for threshold 3.0: # Correctly non-spam: 191128 71.90% (98.91% of non-spam corpus) # Correctly spam: 71211 26.79% (98.14% of spam corpus) # False positives: 2116 0.80% (1.09% of nonspam, 32604 weighted) # False negatives: 1353 0.51% (1.86% of spam, 1883 weighted) # SUMMARY for threshold 4.0: # Correctly non-spam: 192322 72.35% (99.52% of non-spam corpus) # Correctly spam: 70474 26.51% (97.12% of spam corpus) # False positives: 922 0.35% (0.48% of nonspam, 17054 weighted) # False negatives: 2090 0.79% (2.88% of spam, 4515 weighted) # SUMMARY for threshold 4.5: # Correctly non-spam: 192635 72.47% (99.68% of non-spam corpus) # Correctly spam: 69947 26.31% (96.39% of spam corpus) # False positives: 609 0.23% (0.32% of nonspam, 12079 weighted) # False negatives: 2617 0.98% (3.61% of spam, 6771 weighted) # SUMMARY for threshold 5.5: # Correctly non-spam: 193103 72.65% (99.93% of non-spam corpus) # Correctly spam: 68167 25.65% (93.94% of spam corpus) # False positives: 141 0.05% (0.07% of nonspam, 3471 weighted) # False negatives: 4397 1.65% (6.06% of spam, 15748 weighted) # SUMMARY for threshold 6.0: # Correctly non-spam: 193156 72.67% (99.95% of non-spam corpus) # Correctly spam: 67411 25.36% (92.90% of spam corpus) # False positives: 88 0.03% (0.05% of nonspam, 2330 weighted) # False negatives: 5153 1.94% (7.10% of spam, 20105 weighted) # SUMMARY for threshold 6.5: # Correctly non-spam: 193191 72.68% (99.97% of non-spam corpus) # Correctly spam: 66528 25.03% (91.68% of spam corpus) # False positives: 53 0.02% (0.03% of nonspam, 1516 weighted) # False negatives: 6036 2.27% (8.32% of spam, 25627 weighted) # SUMMARY for threshold 7.0: # Correctly non-spam: 193210 72.69% (99.98% of non-spam corpus) # Correctly spam: 65344 24.58% (90.05% of spam corpus) # False positives: 34 0.01% (0.02% of nonspam, 1039 weighted) # False negatives: 7220 2.72% (9.95% of spam, 33648 weighted) # SUMMARY for threshold 8.0: # Correctly non-spam: 193229 72.69% (99.99% of non-spam corpus) # Correctly spam: 63121 23.75% (86.99% of spam corpus) # False positives: 15 0.01% (0.01% of nonspam, 503 weighted) # False negatives: 9443 3.55% (13.01% of spam, 50353 weighted) # SUMMARY for threshold 9.0: # Correctly non-spam: 193240 72.70% (100.00% of non-spam corpus) # Correctly spam: 60588 22.79% (83.50% of spam corpus) # False positives: 4 0.00% (0.00% of nonspam, 156 weighted) # False negatives: 11976 4.51% (16.50% of spam, 71945 weighted) # SUMMARY for threshold 10.0: # Correctly non-spam: 193242 72.70% (100.00% of non-spam corpus) # Correctly spam: 57253 21.54% (78.90% of spam corpus) # False positives: 2 0.00% (0.00% of nonspam, 85 weighted) # False negatives: 15311 5.76% (21.10% of spam, 103515 weighted) # SUMMARY for threshold 12.0: # Correctly non-spam: 193244 72.70% (100.00% of non-spam corpus) # Correctly spam: 51244 19.28% (70.62% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 21320 8.02% (29.38% of spam, 169635 weighted) # SUMMARY for threshold 15.0: # Correctly non-spam: 193244 72.70% (100.00% of non-spam corpus) # Correctly spam: 42569 16.01% (58.66% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 29995 11.28% (41.34% of spam, 286501 weighted) # SUMMARY for threshold 17.0: # Correctly non-spam: 193244 72.70% (100.00% of non-spam corpus) # Correctly spam: 37373 14.06% (51.50% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 35191 13.24% (48.50% of spam, 369607 weighted) # SUMMARY for threshold 20.0: # Correctly non-spam: 193244 72.70% (100.00% of non-spam corpus) # Correctly spam: 30475 11.47% (42.00% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 42089 15.83% (58.00% of spam, 496971 weighted) Test hit frequencies, for spam and nonspam 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 265808 72564 193244 0.273 0.00 0.00 (all messages) 100.000 27.2994 72.7006 0.273 0.00 0.00 (all messages as %) 12.423 45.4302 0.0290 0.999 1.00 4.13 BAYES_90 28.826 0.0124 39.6463 0.000 0.99 -6.60 BAYES_01 18.991 0.0096 26.1183 0.000 0.97 -6.50 EMAIL_ATTRIBUTION 6.571 24.0684 0.0010 1.000 0.97 4.40 MSGID_OUTLOOK_TIME 17.696 0.0055 24.3392 0.000 0.97 -6.50 REFERENCES 14.215 0.0028 19.5514 0.000 0.96 -6.40 REPLY_WITH_QUOTES 22.205 0.2343 30.4553 0.008 0.95 -3.20 QUOTED_EMAIL_TEXT 11.186 0.0014 15.3857 0.000 0.95 -6.40 BAYES_10 4.145 15.1687 0.0057 1.000 0.95 4.30 BAYES_80 9.075 0.0014 12.4816 0.000 0.95 -6.40 BAYES_00 23.603 0.3431 32.3374 0.011 0.95 -0.60 IN_REP_TO 2.971 10.8842 0.0000 1.000 0.95 4.30 MSGID_SPAMSIGN_ZEROES 2.957 10.8318 0.0000 1.000 0.95 4.30 MSGID_SPAMSIGN_6LETTER 2.975 10.8856 0.0047 1.000 0.95 4.30 MSGID_OE_SPAM_4ZERO 2.543 9.3090 0.0021 1.000 0.94 4.30 INVALID_DATE_TZ_ABSURD 2.354 8.6241 0.0000 1.000 0.94 4.30 MIME_ODD_CASE 2.304 8.4394 0.0005 1.000 0.94 4.30 BAYES_99 7.124 0.0124 9.7949 0.001 0.94 -5.80 GROUPS_YAHOO_1 5.888 0.0069 8.0965 0.001 0.94 -5.80 BAYES_20 1.849 6.7678 0.0021 1.000 0.94 4.30 HEADER_8BITS 1.535 5.6226 0.0000 1.000 0.94 4.30 SUBJ_FULL_OF_8BITS 1.645 6.0223 0.0016 1.000 0.94 4.30 FORGED_AOL_RCVD 2.649 9.6411 0.0228 0.998 0.94 1.10 HTML_LINK_CLICK_CAPS 3.503 0.0000 4.8188 0.000 0.94 -6.30 ORIGINAL_MESSAGE 2.984 0.0000 4.1047 0.000 0.94 -6.30 USER_AGENT_MUTT 1.112 4.0723 0.0005 1.000 0.94 4.30 X_LIST_UNSUBSCRIBE 16.870 57.4445 1.6337 0.972 0.94 0.10 MIME_HTML_ONLY 1.512 5.5234 0.0052 0.999 0.94 1.10 FORGED_HOTMAIL_RCVD 0.978 3.5817 0.0000 1.000 0.94 4.30 KOREAN_UCE_SUBJECT 3.045 0.0014 4.1885 0.000 0.94 -6.30 USER_AGENT_KMAIL 3.242 11.7427 0.0497 0.996 0.93 1.86 BASE64_ENC_TEXT 1.211 4.4306 0.0026 0.999 0.93 1.10 FROM_HAS_MIXED_NUMS2 0.827 3.0277 0.0000 1.000 0.93 4.30 WITH_LC_SMTP 0.970 3.5486 0.0016 1.000 0.93 4.30 FROM_OFFERS 1.027 3.7567 0.0021 0.999 0.93 4.24 REMOVE_POSTAL 0.677 2.4806 0.0000 1.000 0.93 4.30 CONFIRMED_FORGED 1.530 5.5813 0.0093 0.998 0.93 1.66 HTML_IMAGE_ONLY_02 0.615 2.2518 0.0000 1.000 0.93 4.30 EXCUSE_24 0.577 2.1154 0.0000 1.000 0.93 4.30 X_X_PRESENT 0.570 2.0878 0.0000 1.000 0.93 4.30 MULTI_FORGED 2.995 10.8442 0.0481 0.996 0.93 2.64 BAYES_70 3.541 0.0069 4.8679 0.001 0.93 -5.70 USER_AGENT_PINE 0.526 1.9266 0.0000 1.000 0.93 4.30 FAKED_UNDISC_RECIPS 0.500 1.8315 0.0000 1.000 0.93 4.30 REMOVE_RESPECT 0.403 1.4773 0.0000 1.000 0.93 4.30 HTML_COMMENT_SKY 0.397 1.4553 0.0000 1.000 0.93 4.30 BANG_OPRAH 0.371 1.3588 0.0000 1.000 0.93 4.30 DATE_YEAR_ZERO_FIRST 0.360 1.3175 0.0000 1.000 0.93 4.30 FINANCIAL 1.764 0.0014 2.4265 0.001 0.93 -5.70 USER_AGENT_MOZILLA_UA 0.340 1.2472 0.0000 1.000 0.93 4.30 DAILY_PXE 0.312 1.1411 0.0000 1.000 0.93 4.30 WRINKLES 0.279 1.0212 0.0000 1.000 0.93 4.30 UNDER_BILL_1618 0.267 0.9784 0.0000 1.000 0.93 2.90 X_PRECEDENCE_REF 0.253 0.9275 0.0000 1.000 0.93 2.90 LOSE_POUNDS 0.247 0.9040 0.0000 1.000 0.93 2.90 RATWARE_OE_PI 0.621 2.2697 0.0016 0.999 0.93 2.64 BTAMAIL_URL 0.245 0.8958 0.0000 1.000 0.93 2.90 COPY_ACCURATELY 0.240 0.8778 0.0000 1.000 0.93 2.90 INVALUABLE_MARKETING 0.238 0.8723 0.0000 1.000 0.93 2.90 FORGED_MX_HOTMAIL 0.234 0.8558 0.0000 1.000 0.93 2.90 ORDER_REPORT 0.608 0.0000 0.8362 0.000 0.93 -6.30 PGP_SIGNATURE_2 0.522 1.9100 0.0010 0.999 0.93 1.89 BILL_1618 0.520 1.9018 0.0010 0.999 0.93 4.30 ADVERT_CODE 0.219 0.8021 0.0000 1.000 0.93 2.90 DAILY_PL 0.407 1.4883 0.0005 1.000 0.93 4.30 FORGED_MUA_AOL 0.207 0.7593 0.0000 1.000 0.93 2.90 JODY 0.551 0.0000 0.7581 0.000 0.93 -6.30 USER_AGENT_XIMIAN 0.533 0.0000 0.7333 0.000 0.93 -6.30 HABEAS_SWE 3.038 10.9779 0.0569 0.995 0.93 1.10 SUBJ_HAS_SPACES 0.191 0.6987 0.0000 1.000 0.93 2.90 UCE_MAIL_ACT 0.190 0.6973 0.0000 1.000 0.93 2.90 EXCUSE_4 0.184 0.6753 0.0000 1.000 0.93 2.90 EXCUSE_22 0.181 0.6642 0.0000 1.000 0.93 2.90 EXCUSE_23 0.175 0.6394 0.0000 1.000 0.93 2.90 HR_3113 0.167 0.6119 0.0000 1.000 0.93 2.90 OBSCURED_EMAIL 0.164 0.5995 0.0000 1.000 0.93 2.90 X_ENC_PRESENT 0.162 0.5940 0.0000 1.000 0.93 2.90 X_STORMPOST_TO 0.162 0.5940 0.0000 1.000 0.93 2.90 RATWARE_STORM 0.370 1.3547 0.0005 1.000 0.93 4.30 EXCUSE_21 0.161 0.5912 0.0000 1.000 0.93 2.90 X_VMP_TEXT 0.155 0.5678 0.0000 1.000 0.93 2.90 RECEIVE_EMAIL 0.154 0.5636 0.0000 1.000 0.93 2.90 REFINANCE_NOW 0.138 0.5058 0.0000 1.000 0.93 2.90 USERNAME_IN_SUBJECT 0.364 0.0000 0.5009 0.000 0.93 -6.30 SIGNATURE_LONG_DENSE 0.134 0.4892 0.0000 1.000 0.93 2.90 FROM_NUM_AT_WEBMAIL 0.126 0.4630 0.0000 1.000 0.93 2.90 NOT_ADVISOR 0.126 0.4630 0.0000 1.000 0.93 2.90 RATWARE_OE_MALFORMED 0.121 0.4424 0.0000 1.000 0.93 2.90 HIDDEN_ASSETS 0.114 0.4189 0.0000 1.000 0.93 2.90 NOT_INTENDED 0.292 0.0000 0.4010 0.000 0.93 -2.90 PATCH_UNIFIED_DIFF 0.109 0.3983 0.0000 1.000 0.93 2.90 PORN_MEMBERSHIP 0.104 0.3817 0.0000 1.000 0.93 2.90 TO_TXT 0.277 0.0000 0.3809 0.000 0.93 -2.90 BUGZILLA_BUG 0.104 0.3804 0.0000 1.000 0.93 2.90 RATWARE_GROUPMAIL 0.103 0.3762 0.0000 1.000 0.93 2.90 RATWARE_JPFREE 0.102 0.3748 0.0000 1.000 0.93 2.90 THIS_IS_AN_AD 0.096 0.3514 0.0000 1.000 0.93 2.90 NONEXISTENT_CHARSET 0.096 0.3500 0.0000 1.000 0.93 2.90 PREST_NON_ACCREDITED 0.095 0.3487 0.0000 1.000 0.93 2.90 MIME_BOUND_MANY_HEX 0.252 0.0000 0.3462 0.000 0.93 -2.90 USER_AGENT_GNUS_UA 0.091 0.3335 0.0000 1.000 0.93 2.90 MIME_BOUND_OPTIN 0.088 0.3225 0.0000 1.000 0.93 2.90 SUBJ_GUARANTEED 0.087 0.3170 0.0000 1.000 0.93 2.90 HTML_COMMENT_8BITS 0.085 0.3128 0.0000 1.000 0.93 2.90 RATWARE_FLOAT 0.079 0.2908 0.0000 1.000 0.93 2.90 DIG_UP_INFO 0.078 0.2866 0.0000 1.000 0.93 2.90 BTAMAIL_HEADER 0.077 0.2825 0.0000 1.000 0.93 2.90 YOU_CAN_SEARCH 0.077 0.2825 0.0000 1.000 0.93 2.90 USE_IDENTITY 0.073 0.2674 0.0000 1.000 0.93 2.90 NO_CREDIT_CHECK 0.073 0.2674 0.0000 1.000 0.93 2.90 OUR_AFFILIATE_PARTNERS 0.070 0.2563 0.0000 1.000 0.93 2.90 NOT_MLM 0.069 0.2522 0.0000 1.000 0.93 2.90 RCVD_BY_QVES_COM 0.065 0.2384 0.0000 1.000 0.93 2.90 INTL_DRIVERS_LICENSE 0.065 0.2370 0.0000 1.000 0.93 2.90 TAKE_ACTION_NOW 0.058 0.2108 0.0000 1.000 0.93 2.90 FORGED_TELESP_RCVD 0.057 0.2081 0.0000 1.000 0.93 2.90 FAKED_IP_IN_RCVD 0.056 0.2040 0.0000 1.000 0.93 2.90 HTML_SHOUTING8 0.056 0.2040 0.0000 1.000 0.93 2.90 CBYI 0.055 0.2026 0.0000 1.000 0.93 2.90 VIAGRA_COMBO 0.055 0.2012 0.0000 1.000 0.93 2.90 RATWARE_IMKTG 0.055 0.2012 0.0000 1.000 0.93 2.90 EASY_TERMS 0.054 0.1984 0.0000 1.000 0.93 2.90 RATWARE_VC_IPA 0.054 0.1984 0.0000 1.000 0.93 2.90 MSGID_3_DOLLARS 0.052 0.1916 0.0000 1.000 0.93 2.90 READ_TO_END 0.050 0.1847 0.0000 1.000 0.93 2.90 MIME_BOUND_HASHES 0.050 0.1833 0.0000 1.000 0.93 2.90 MEGA_SITE 0.050 0.1833 0.0000 1.000 0.93 2.90 RECEIVED_IDENT_SQUID 0.050 0.1833 0.0000 1.000 0.93 2.90 FORGED_GW05_RCVD 0.050 0.1819 0.0000 1.000 0.93 2.90 CHINA_URL 0.049 0.1792 0.0000 1.000 0.93 2.90 COMPLAIN_TO 0.046 0.1681 0.0000 1.000 0.93 2.90 MORTGAGE_WAITING 0.045 0.1654 0.0000 1.000 0.93 2.90 CABLE_CONVERTER 0.045 0.1654 0.0000 1.000 0.93 2.90 MSGID_SPAMSIGN_1 0.045 0.1640 0.0000 1.000 0.93 2.90 OUR_STRICT_ANTI 0.042 0.1530 0.0000 1.000 0.93 2.90 RATWARE_POWERC 0.041 0.1502 0.0000 1.000 0.93 2.90 LOTS_OF_CC_LINES 0.109 0.0000 0.1496 0.000 0.93 -2.90 USER_AGENT_FORTE 0.039 0.1419 0.0000 1.000 0.93 2.90 MIME_BOUND_TEP 0.038 0.1406 0.0000 1.000 0.93 2.90 E_MAILPROMO_URL 0.037 0.1351 0.0000 1.000 0.93 2.90 RATWARE_JIXING 0.036 0.1337 0.0000 1.000 0.93 2.90 SUBJ_YOUR_FAMILY 0.035 0.1282 0.0000 1.000 0.93 2.90 GENTLE_FEROCITY 0.035 0.1282 0.0000 1.000 0.93 2.90 EXCUSE_20 0.034 0.1254 0.0000 1.000 0.93 2.90 RATWARE_EVAMAIL 0.033 0.1227 0.0000 1.000 0.93 2.90 VJESTIKA 0.033 0.1213 0.0000 1.000 0.93 2.90 CHINA_HEADER 0.033 0.1199 0.0000 1.000 0.93 2.90 WE_HATE_SPAM 0.032 0.1158 0.0000 1.000 0.93 2.90 X_MIME_KEY 0.031 0.1144 0.0000 1.000 0.93 2.90 NEVER_ANOTHER 0.031 0.1130 0.0000 1.000 0.93 2.90 OUR_OVERWHELMING_GROWTH 0.030 0.1116 0.0000 1.000 0.93 2.90 RATWARE_MMAILER 0.030 0.1089 0.0000 1.000 0.93 2.90 KIFF 0.030 0.1089 0.0000 1.000 0.93 2.90 SUBJ_HAS_TIME_ID 0.029 0.1061 0.0000 1.000 0.93 2.90 HTML_ALL_CAPS 0.029 0.1061 0.0000 1.000 0.93 2.90 RATWARE_SCREWUP_1 0.029 0.1047 0.0000 1.000 0.93 2.90 MARKUP_RAND 0.028 0.1034 0.0000 1.000 0.93 2.90 HR_4176 0.027 0.0992 0.0000 1.000 0.93 2.90 FALLING_INTEREST 0.027 0.0978 0.0000 1.000 0.93 2.90 PORN_6 0.027 0.0978 0.0000 1.000 0.93 2.90 HTML_IMAGE_AREA_09 0.026 0.0965 0.0000 1.000 0.93 2.90 AZOOGLE 0.026 0.0951 0.0000 1.000 0.93 2.90 SUBJ_NOW_ONLY 0.406 1.4856 0.0010 0.999 0.93 1.54 CANNOT_BE_SPAM 0.024 0.0868 0.0000 1.000 0.93 2.90 PENNIES_A_DAY 0.024 0.0868 0.0000 1.000 0.93 2.90 DOMAINS_CHEAP 0.023 0.0841 0.0000 1.000 0.93 2.90 ONLINE_BIZ_OPS 0.023 0.0827 0.0000 1.000 0.93 2.90 MIME_BOUND_DIGITS_7 0.022 0.0799 0.0000 1.000 0.93 2.90 MDAEMON_2_7_4 0.022 0.0799 0.0000 1.000 0.93 2.90 MORTGAGE_NETWORK 0.020 0.0730 0.0000 1.000 0.93 2.90 TO_RECIP_MARKER 0.020 0.0717 0.0000 1.000 0.93 2.90 PORN_PASSWORD 0.019 0.0689 0.0000 1.000 0.93 2.90 SUBJ_FREE_INSTANT 0.018 0.0675 0.0000 1.000 0.93 2.90 RATWARE_XMAILER 0.017 0.0634 0.0000 1.000 0.93 2.90 FRIEND_PUBLIC 0.017 0.0620 0.0000 1.000 0.93 2.90 MSGID_4NUMS_DOLLAR 0.013 0.0482 0.0000 1.000 0.93 2.90 UNIVERSITY_DIPLOMAS 0.012 0.0455 0.0000 1.000 0.93 2.90 CENTS_ON_DOLLAR 0.011 0.0400 0.0000 1.000 0.93 2.90 SAFEGUARD_NOTICE 0.011 0.0386 0.0000 1.000 0.93 2.90 S_1618 0.011 0.0386 0.0000 1.000 0.93 2.90 HELPED_FINANCE 0.010 0.0372 0.0000 1.000 0.93 0.00 PRODUCED_AND_SENT_OUT 0.792 2.8912 0.0041 0.999 0.93 1.10 MORTGAGE_BEST 0.009 0.0345 0.0000 1.000 0.93 2.90 MICRO_CAP_WARNING 0.008 0.0289 0.0000 1.000 0.93 0.00 HTML_IMAGE_AREA_08 0.008 0.0276 0.0000 1.000 0.93 0.00 RATWARE_CHARSET_V2 0.008 0.0276 0.0000 1.000 0.93 0.00 RATWARE_DIRECT_EMAIL 0.007 0.0248 0.0000 1.000 0.93 0.00 NO_MEDICAL 0.007 0.0248 0.0000 1.000 0.93 0.00 CREDIT_BUREAU 0.006 0.0220 0.0000 1.000 0.93 0.00 CREDITORS_CALLING 0.016 0.0000 0.0217 0.000 0.93 -2.90 MAJORDOMO 0.015 0.0000 0.0212 0.000 0.93 -2.90 USER_AGENT_TONLINE 0.006 0.0207 0.0000 1.000 0.93 0.00 CHILD_SUPPORT 0.005 0.0193 0.0000 1.000 0.93 0.00 AUTO_EMAIL_REMOVAL 0.013 0.0000 0.0176 0.000 0.93 -2.90 USER_AGENT_MSN 0.005 0.0165 0.0000 1.000 0.93 0.00 MAILTO_TO_B2BMAIL 0.004 0.0138 0.0000 1.000 0.93 0.00 X_MAILER_GIBBERISH 0.003 0.0110 0.0000 1.000 0.93 0.00 RATWARE_LC_OUTLOOK 0.003 0.0110 0.0000 1.000 0.93 0.00 NO_GIMMICK 0.003 0.0096 0.0000 1.000 0.93 0.00 FORGED_MUA_MSN 0.003 0.0096 0.0000 1.000 0.93 0.00 RATWARE_CHARSET 0.002 0.0083 0.0000 1.000 0.93 0.00 CHANGE_TERMS 0.002 0.0083 0.0000 1.000 0.93 0.00 RATWARE_CARETOP 0.002 0.0069 0.0000 1.000 0.93 0.00 MONSTERHUT 0.002 0.0069 0.0000 1.000 0.93 0.00 MIME_BOUND_MAIL_BOUND 0.002 0.0055 0.0000 1.000 0.93 0.00 RATWARE_GR 0.002 0.0055 0.0000 1.000 0.93 0.00 PRIORITY_MAIL 0.001 0.0041 0.0000 1.000 0.93 0.00 MORE_TRAFFIC 0.001 0.0041 0.0000 1.000 0.93 0.00 INCREDIBLE 0.001 0.0041 0.0000 1.000 0.93 0.00 EXCUSE_8 0.001 0.0041 0.0000 1.000 0.93 0.00 NATURAL_VIAGRA 0.001 0.0041 0.0000 1.000 0.93 0.00 BUY_JUDGEMENTS 0.001 0.0041 0.0000 1.000 0.93 0.00 RATWARE_BANG_HASH 0.001 0.0041 0.0000 1.000 0.93 0.00 EXCUSE_18 0.001 0.0028 0.0000 1.000 0.93 0.00 INTL_EXEC_GUILD 0.001 0.0028 0.0000 1.000 0.93 0.00 OUR_PUBLICATIONS 0.001 0.0028 0.0000 1.000 0.93 0.00 SPAM_FORM_INPUT 0.000 0.0014 0.0000 1.000 0.93 0.00 ENHANCE_WEBSITE 0.000 0.0014 0.0000 1.000 0.93 0.00 EXPERTS_SHOW_HOW 0.000 0.0014 0.0000 1.000 0.93 0.00 PSYCHIC 0.000 0.0014 0.0000 1.000 0.93 1000.00 GTUBE 0.000 0.0014 0.0000 1.000 0.93 0.00 DISCONTINUE 0.539 1.9693 0.0021 0.999 0.93 1.10 WE_HONOR_ALL 0.214 0.7841 0.0005 0.999 0.93 2.00 BARGAIN_URL 0.307 1.1218 0.0010 0.999 0.93 2.75 FREE_QUOTE_INSTANT 0.175 0.6408 0.0005 0.999 0.93 2.90 FREE_CONSULTATION 0.173 0.6312 0.0005 0.999 0.93 2.90 VIAGRA_ONLINE 0.173 0.6312 0.0005 0.999 0.93 2.59 HTML_SHOUTING6 0.432 1.5752 0.0021 0.999 0.93 1.10 SENT_IN_COMPLIANCE 1.305 4.7420 0.0145 0.997 0.93 1.74 HTML_IMAGE_ONLY_04 0.132 0.4837 0.0005 0.999 0.93 2.44 VERY_SUSP_RECIPS 1.280 4.6483 0.0150 0.997 0.93 1.10 MAILTO_WITH_SUBJ_REMOVE 0.215 0.7855 0.0010 0.999 0.93 2.50 HTTP_CTRL_CHARS_HOST 0.461 1.6813 0.0031 0.998 0.93 1.10 SECTION_301 0.605 2.2022 0.0047 0.998 0.93 1.10 CLICK_TO_REMOVE_1 0.392 1.4277 0.0026 0.998 0.93 3.95 THE_BEST_RATE 0.329 1.2003 0.0021 0.998 0.93 1.10 HTML_FORM_ACTION_MAILTO 0.716 2.6032 0.0067 0.997 0.93 1.72 CONSOLIDATE_DEBT 0.176 0.6408 0.0010 0.998 0.93 2.44 COMPETE 0.244 0.8902 0.0016 0.998 0.93 2.80 HIDE_WIN_STATUS 0.614 2.2353 0.0057 0.997 0.93 1.10 FREE_QUOTE 1.478 5.3553 0.0223 0.996 0.93 3.25 TRACKER_ID 0.324 1.1796 0.0026 0.998 0.92 4.30 WHILE_YOU_SLEEP 2.228 8.0398 0.0461 0.994 0.92 3.89 FORGED_MUA_OUTLOOK 0.871 0.0028 1.1974 0.002 0.92 -5.70 USER_AGENT_VM 0.468 0.0014 0.6427 0.002 0.92 -5.70 CRON_ENV 1.219 4.4168 0.0181 0.996 0.92 1.10 HTML_IMAGE_RATIO_02 0.071 0.2591 0.0005 0.998 0.92 1.25 OUR_PRIVACY_POLICY 5.076 18.0558 0.2018 0.989 0.92 0.44 MISSING_MIMEOLE 0.070 0.2536 0.0005 0.998 0.92 1.50 FREE_GRANT 0.068 0.2467 0.0005 0.998 0.92 2.70 APPLY_FREE 0.845 3.0649 0.0109 0.996 0.92 1.10 AS_SEEN_ON 0.063 0.2301 0.0005 0.998 0.92 2.11 MIME_BOUND_HEX_24 0.063 0.2288 0.0005 0.998 0.92 2.90 MIME_BOUND_RKFINDY 0.222 0.8062 0.0021 0.997 0.92 0.70 SUBJ_YOUR_DEBT 0.172 0.6243 0.0016 0.998 0.92 2.37 UNSECURED_CREDIT 0.261 0.9495 0.0026 0.997 0.92 2.80 INITIAL_INVEST 0.167 0.6077 0.0016 0.997 0.92 1.46 BANG_QUOTE 2.960 0.0179 4.0653 0.004 0.92 -5.70 MSGID_GOOD_EXCHANGE 0.908 3.2909 0.0135 0.996 0.92 1.10 RECEIVE_OFFER 0.441 1.6013 0.0052 0.997 0.92 4.29 FORGED_MUA_THEBAT 1.422 5.1403 0.0259 0.995 0.92 1.26 SUBJ_REMOVE 0.056 0.2040 0.0005 0.997 0.92 1.71 UNCLAIMED_MONEY 1.402 5.0659 0.0259 0.995 0.92 1.10 HTML_TABLE_THICK_BORDER 1.243 4.4967 0.0217 0.995 0.92 1.10 EXCUSE_19 0.103 0.3735 0.0010 0.997 0.92 0.70 RESISTANCE_IS_FUTILE 0.274 0.9964 0.0031 0.997 0.92 2.03 INCREASE_SEX 0.545 1.9776 0.0072 0.996 0.92 1.10 MORTGAGE_RATES 0.571 2.0727 0.0078 0.996 0.92 2.40 REVERSE_AGING 0.182 0.6615 0.0021 0.997 0.92 0.70 FURTHER_TRANSMISSIONS 0.093 0.3363 0.0010 0.997 0.92 1.67 PORN_15 2.372 8.5221 0.0621 0.993 0.92 1.60 MARKETING_PARTNERS 0.991 3.5817 0.0176 0.995 0.92 1.22 HTML_COMMENT_SAVED_URL 1.404 5.0645 0.0290 0.994 0.92 1.43 HTML_IMAGE_ONLY_06 0.126 0.4589 0.0016 0.997 0.92 2.43 ONLINE_PHARMACY 1.307 4.7172 0.0264 0.994 0.92 1.58 RCVD_FAKE_HELO_DOTCOM_2 0.085 0.3073 0.0010 0.997 0.92 1.47 MAIL_IN_ORDER_FORM 0.084 0.3046 0.0010 0.997 0.92 2.41 COMPARE_RATES 0.504 1.8260 0.0078 0.996 0.92 1.40 MONEY_BACK 0.530 1.9211 0.0083 0.996 0.92 1.33 HGH 0.356 1.2885 0.0052 0.996 0.92 3.62 NIGERIAN_BODY 3.506 12.5172 0.1226 0.990 0.92 0.83 SUBJ_HAS_UNIQ_ID 2.819 0.0207 3.8697 0.005 0.92 -3.10 SIGNATURE_LONG_SPARSE 0.222 0.8034 0.0031 0.996 0.92 0.91 CLICK_TO_REMOVE_2 0.079 0.2866 0.0010 0.996 0.92 0.70 X_SERV_HOST_PRESENT 0.079 0.2866 0.0010 0.996 0.92 0.70 X_MAIL_ID_PRESENT 0.217 0.7883 0.0031 0.996 0.92 2.80 BUGGY_CGI 0.075 0.2729 0.0010 0.996 0.92 1.14 CUM_SHOT 1.369 4.9336 0.0305 0.994 0.92 3.66 RCVD_FAKE_HELO_DOTCOM 0.496 1.7957 0.0083 0.995 0.92 1.10 GUARANTEED_100_PERCENT 1.003 3.6203 0.0202 0.994 0.92 1.16 EXCUSE_15 0.238 0.8627 0.0036 0.996 0.92 0.89 FREE_MEMBERSHIP 0.142 0.5140 0.0021 0.996 0.92 2.80 GET_PAID 0.565 2.0437 0.0098 0.995 0.92 4.30 OBFUSCATING_COMMENT 0.327 1.1824 0.0052 0.996 0.92 1.10 EXCUSE_12 0.410 1.4842 0.0067 0.995 0.92 2.73 FREE_PORN 0.253 0.0014 0.3472 0.004 0.92 -2.60 DISCLAIMER_LEGALESE 0.715 2.5839 0.0135 0.995 0.92 1.97 SUSPICIOUS_RECIPS 1.566 5.6350 0.0383 0.993 0.92 0.50 DATE_IN_FUTURE_12_24 1.591 5.7218 0.0393 0.993 0.92 0.50 BANG_GUARANTEE 0.497 1.7957 0.0088 0.995 0.92 1.55 RATWARE_HASH_2_V2 4.620 16.3786 0.2049 0.988 0.92 0.52 NORMAL_HTTP_TO_IP 0.035 0.1254 0.0005 0.996 0.92 1.57 NO_INVENTORY 0.306 1.1080 0.0052 0.995 0.92 2.63 SUBJ_VIAGRA 0.131 0.4754 0.0021 0.996 0.92 2.80 WE_HATE_SPAM2 1.413 5.0865 0.0342 0.993 0.92 0.50 FRONTPAGE 0.622 2.2449 0.0119 0.995 0.92 1.10 ADVERT_CODE2 0.977 3.5238 0.0212 0.994 0.92 0.50 MORTGAGE_PITCH 0.153 0.5540 0.0026 0.995 0.92 1.74 SUBJ_LIFE_INSURANCE 0.151 0.5471 0.0026 0.995 0.92 2.45 SUBJECT_APPROVED 0.031 0.1130 0.0005 0.995 0.92 2.80 HARDCORE_PORN 0.228 0.8241 0.0041 0.995 0.92 2.01 LOW_PAYMENT 0.060 0.2164 0.0010 0.995 0.91 2.80 FRIEND_AT_PUBLIC 1.177 4.2349 0.0290 0.993 0.91 0.50 COMPLETELY_FREE 0.030 0.1089 0.0005 0.995 0.91 2.80 FREE_INSTALL 0.169 0.6091 0.0031 0.995 0.91 2.80 FORGED_EUDORAMAIL_RCVD 0.058 0.2108 0.0010 0.995 0.91 0.73 MSGID_NO_HOST 0.522 1.8825 0.0109 0.994 0.91 2.23 BANG_EXERCISE 0.058 0.2095 0.0010 0.995 0.91 1.29 WHY_PAY_MORE 0.317 1.1438 0.0062 0.995 0.91 1.47 LOW_INTEREST 0.084 0.3032 0.0016 0.995 0.91 2.54 BE_BOSS 0.414 1.4939 0.0088 0.994 0.91 0.89 RATWARE_HASH_2 1.599 0.0138 2.1941 0.006 0.91 -5.70 PGP_SIGNATURE 0.027 0.0965 0.0005 0.995 0.91 2.80 X_PMFLAGS_PRESENT 0.248 0.8930 0.0052 0.994 0.91 0.12 VIAGRA 0.176 0.6367 0.0036 0.994 0.91 0.65 MILLION_USD 0.051 0.1847 0.0010 0.994 0.91 1.71 EARNINGS 0.146 0.5278 0.0031 0.994 0.91 0.00 REFINANCE_YOUR_HOME 0.560 2.0162 0.0135 0.993 0.91 2.60 EXCUSE_REMOVE 0.074 0.2660 0.0016 0.994 0.91 1.58 SUBJ_AS_SEEN 0.319 1.1507 0.0072 0.994 0.91 1.74 REPLY_TO_HAS_UNDERLINE_NUMS 0.144 0.5182 0.0031 0.994 0.91 2.00 NASTY_GIRLS 0.073 0.2646 0.0016 0.994 0.91 0.00 HTML_IMAGE_AREA_05 0.073 0.2646 0.0016 0.994 0.91 2.54 FREE_CELL_PHONE 4.244 15.0047 0.2034 0.987 0.91 0.36 REMOVE_PAGE 6.701 0.0965 9.1806 0.010 0.91 -0.60 FROM_EGROUPS 9.057 31.3034 0.7038 0.978 0.91 0.26 HTML_FONT_BIG 0.047 0.1709 0.0010 0.994 0.91 2.80 STOCK_ALERT 3.209 11.3927 0.1366 0.988 0.91 0.10 CLICK_BELOW_CAPS 0.023 0.0827 0.0005 0.994 0.91 2.24 STOP_SNORING 0.109 0.3914 0.0026 0.993 0.91 2.17 PORN_16 0.569 2.0437 0.0155 0.992 0.91 0.62 MLM 0.167 0.6022 0.0041 0.993 0.91 2.61 RATWARE_EMWAC 0.064 0.2301 0.0016 0.993 0.91 0.70 AMAZING_STUFF 0.165 0.5926 0.0041 0.993 0.91 0.52 IMPOTENCE 0.043 0.1530 0.0010 0.993 0.91 2.80 FREE_PREVIEW 0.146 0.0014 0.2003 0.007 0.91 -1.40 GENUINE_EBAY_RCVD 0.021 0.0758 0.0005 0.993 0.91 0.44 GET_STARTED_NOW 0.062 0.2246 0.0016 0.993 0.91 2.63 HTML_SHOUTING7 0.382 1.3712 0.0103 0.993 0.91 4.20 FORGED_MUA_IMS 0.340 1.2210 0.0093 0.992 0.91 0.50 EXCUSE_13 0.409 1.4663 0.0114 0.992 0.91 4.20 FORGED_MUA_OIMO 0.941 3.3694 0.0295 0.991 0.91 2.21 USERPASS 0.100 0.3583 0.0026 0.993 0.91 2.80 SAVE_ON_INSURANCE 0.538 1.9293 0.0155 0.992 0.91 4.07 OPT_HEADER 0.266 0.9536 0.0072 0.992 0.91 0.57 MILLION_EMAIL 0.411 1.4746 0.0119 0.992 0.91 1.05 GUARANTEE 0.020 0.0703 0.0005 0.993 0.91 2.38 ADDRESSES_ON_CD 0.134 0.0014 0.1837 0.007 0.91 0.00 MAILMAN_REMINDER 0.697 2.4930 0.0223 0.991 0.91 0.53 HTML_SHOUTING4 0.438 1.5696 0.0135 0.992 0.91 3.38 FORGED_MUA_EUDORA 1.047 3.7388 0.0367 0.990 0.90 0.56 MIME_BOUND_DASH_DIGIT 0.798 2.8513 0.0274 0.990 0.90 0.50 HTTP_USERNAME_USED 0.329 1.1783 0.0103 0.991 0.90 1.26 HTTP_EXCESSIVE_ESCAPES 0.294 1.0529 0.0093 0.991 0.90 1.44 ONE_TIME_MAILING 0.398 1.4249 0.0129 0.991 0.90 0.50 HTML_WIN_OPEN 0.132 0.4713 0.0041 0.991 0.90 2.74 TARGETED 0.096 0.3445 0.0031 0.991 0.90 0.28 APPLY_ONLINE 0.960 3.4191 0.0367 0.989 0.90 0.70 HTML_TITLE_UNTITLED 0.047 0.1695 0.0016 0.991 0.90 2.27 COMMUNIGATE 0.549 1.9583 0.0202 0.990 0.90 1.26 OPT_OUT_CAPS 4.243 14.8559 0.2582 0.983 0.90 0.10 OFFERS_ETC 0.015 0.0537 0.0005 0.990 0.90 0.85 VERB_UP_TO_OR_MORES 0.428 1.5255 0.0160 0.990 0.90 1.59 THIS_AINT_SPAM 0.302 0.0041 0.4145 0.010 0.90 0.00 USER_AGENT_ENTOURAGE 0.015 0.0524 0.0005 0.990 0.90 0.53 PURE_PROFIT 0.201 0.7152 0.0078 0.989 0.90 1.50 SAVE_THOUSANDS 0.094 0.3363 0.0036 0.989 0.90 1.84 FREE_PASSWORD 0.299 1.0625 0.0119 0.989 0.90 2.80 SORTED_RECIPS 0.315 1.1190 0.0129 0.989 0.90 0.00 HTML_90_100 1.099 3.8890 0.0507 0.987 0.90 0.35 HTML_IMAGE_ONLY_10 0.065 0.2315 0.0026 0.989 0.90 2.35 STOCK_PICK 10.682 36.1639 1.1131 0.970 0.89 0.10 HTML_LINK_CLICK_HERE 0.039 0.1378 0.0016 0.989 0.89 0.00 HTML_IMAGE_AREA_06 0.026 0.0910 0.0010 0.989 0.89 2.77 INCOME 0.038 0.1337 0.0016 0.989 0.89 2.80 FORWARD_LOOKING 0.182 0.6477 0.0078 0.988 0.89 0.73 CREDIT_CARD 0.110 0.3914 0.0047 0.988 0.89 0.90 CELEBRITY_PORN 0.955 3.3763 0.0455 0.987 0.89 0.51 HTML_FONT_BIG_B 1.003 3.5445 0.0481 0.987 0.89 0.54 BAD_CREDIT 1.394 4.9184 0.0704 0.986 0.89 0.79 MIME_HEADER_CTYPE_ONLY 1.654 5.8293 0.0864 0.985 0.89 1.01 HTML_FONT_COLOR_GREEN 0.061 0.2164 0.0026 0.988 0.89 1.01 BUY_DIRECT 0.409 1.4484 0.0186 0.987 0.89 2.80 ALL_NATURAL 1.028 3.6285 0.0512 0.986 0.89 0.10 LIMITED_TIME_ONLY 0.070 0.2467 0.0031 0.988 0.89 0.17 STRONG_BUY 2.588 9.0610 0.1573 0.983 0.89 0.62 HTML_FONT_COLOR_NAME 0.445 1.5752 0.0212 0.987 0.89 0.43 OPT_IN_CAPS 0.180 0.6381 0.0083 0.987 0.89 2.70 DATE_IN_FUTURE_24_48 0.190 0.6725 0.0088 0.987 0.89 0.17 FREE_ACCESS 0.286 1.0115 0.0135 0.987 0.89 1.01 CALL_NOW 1.913 6.7099 0.1118 0.984 0.89 0.06 HTML_SHOUTING3 0.131 0.4630 0.0062 0.987 0.89 0.13 HTML_SHOUTING9 0.087 0.3087 0.0041 0.987 0.89 1.65 AMATEUR_PORN 0.011 0.0386 0.0005 0.987 0.89 2.80 SERIOUS_ONLY 0.097 0.3418 0.0047 0.987 0.89 0.00 ONE_TIME 0.086 0.3032 0.0041 0.987 0.89 1.24 BEEN_TURNED_DOWN 0.319 1.1259 0.0160 0.986 0.89 0.12 HTTP_ESCAPED_HOST 2.579 0.0551 3.5271 0.015 0.89 -0.60 QUOTE_TWICE_1 0.358 0.0069 0.4895 0.014 0.89 0.00 USER_AGENT_MACOE 0.011 0.0372 0.0005 0.986 0.89 2.34 SECRET_RECORD 1.248 4.3810 0.0714 0.984 0.89 0.00 EXCUSE_10 0.350 1.2348 0.0181 0.986 0.89 1.43 X_LIBRARY 0.163 0.5760 0.0083 0.986 0.89 0.68 AOL_USERS_LINK 0.367 1.2940 0.0191 0.985 0.89 0.39 DO_IT_TODAY 0.099 0.3500 0.0052 0.985 0.88 2.71 PAY_SITE 0.040 0.1406 0.0021 0.985 0.88 0.00 ANTISPAM_BILL 0.089 0.3128 0.0047 0.985 0.88 1.14 FREE_INVESTMENT 0.069 0.2425 0.0036 0.985 0.88 2.80 FROM_NO_USER 0.039 0.1378 0.0021 0.985 0.88 2.51 WE_PROMISE_YOU 0.097 0.3418 0.0052 0.985 0.88 1.21 PRINT_FORM_SIGNATURE 0.346 1.2155 0.0191 0.984 0.88 2.80 HAIR_LOSS 0.419 1.4704 0.0238 0.984 0.88 0.42 FROM_WEBMAIL_ENDS_IN_NUMS6 1.206 4.2183 0.0745 0.983 0.88 0.00 REMOVE_FROM_LIST 0.122 0.4300 0.0067 0.985 0.88 0.35 GUARANTEED_STUFF 0.453 1.5889 0.0259 0.984 0.88 2.34 PENIS_ENLARGE 4.367 0.1116 5.9650 0.018 0.88 -1.25 BAYES_30 0.230 0.8089 0.0129 0.984 0.88 2.80 LIVE_PORN 0.009 0.0331 0.0005 0.985 0.88 0.46 RECEIVED_IDENT_CACHEFLOW 2.639 9.1629 0.1889 0.980 0.88 0.00 EXCUSE_14 0.128 0.0028 0.1744 0.016 0.88 0.00 MSN_FOOTER1 0.056 0.1957 0.0031 0.984 0.88 1.72 NUMERIC_HTTP_ADDR 2.138 7.4403 0.1475 0.981 0.88 0.57 HTML_TAG_BALANCE_BODY 0.074 0.2591 0.0041 0.984 0.88 2.80 WANTS_CREDIT_CARD 0.234 0.8227 0.0135 0.984 0.88 1.02 SOME_BREAKTHROUGH 0.136 0.4782 0.0078 0.984 0.88 2.80 URGENT_BIZ 0.964 3.3708 0.0605 0.982 0.88 0.72 HTML_IMAGE_RATIO_04 0.009 0.0317 0.0005 0.984 0.88 0.00 NIGERIAN_SUBJECT6 1.779 6.1918 0.1216 0.981 0.88 1.19 REMOVE_SUBJ 3.291 11.3707 0.2572 0.978 0.88 0.10 HTML_FONT_COLOR_UNSAFE 0.140 0.4920 0.0083 0.983 0.88 2.39 BANG_BOSS 0.469 1.6413 0.0290 0.983 0.88 0.91 PENIS_ENLARGE2 0.429 1.5007 0.0269 0.982 0.88 0.68 EXTRA_MPART_TYPE 0.333 1.1645 0.0207 0.983 0.88 0.00 HTML_FONT_COLOR_UNKNOWN 0.306 1.0708 0.0191 0.982 0.88 0.35 ACT_NOW_CAPS 0.564 0.0138 0.7710 0.018 0.88 0.00 USER_AGENT_APPLEMAIL 0.669 2.3345 0.0440 0.982 0.88 0.23 BANG_MORE 0.157 0.5485 0.0098 0.982 0.88 0.00 HTML_WIN_FOCUS 0.008 0.0289 0.0005 0.982 0.87 0.00 MICROSOFT 2.065 7.1427 0.1583 0.978 0.87 0.01 HTML_TAG_BALANCE_HTML 0.245 0.8544 0.0160 0.982 0.87 0.26 REPLY_REMOVE_SUBJECT 0.087 0.3032 0.0057 0.982 0.87 0.30 UP_TO_OR_MORES 0.062 0.2177 0.0041 0.981 0.87 0.55 BANKRUPTCY 0.054 0.1888 0.0036 0.981 0.87 0.83 FIND_ANYTHING 0.659 2.2904 0.0466 0.980 0.87 0.41 LOTS_OF_STUFF 0.998 3.4618 0.0730 0.979 0.87 0.96 EARN_MONEY 2.807 9.6535 0.2365 0.976 0.87 0.15 MISSING_OUTLOOK_NAME 0.157 0.5443 0.0109 0.980 0.87 0.10 HTML_IMAGE_AREA_04 0.023 0.0786 0.0016 0.981 0.87 1.57 SERIOUS_CASH 2.672 9.1809 0.2277 0.976 0.87 1.06 DATE_IN_FUTURE_06_12 2.345 8.0687 0.1961 0.976 0.87 0.17 MAILTO_TO_REMOVE 1.134 3.9193 0.0875 0.978 0.87 0.00 SUBJ_FREE_CAP 0.022 0.0758 0.0016 0.980 0.87 2.08 LESBIAN 0.980 3.3860 0.0761 0.978 0.87 0.00 HTML_FONT_COLOR_CYAN 1.331 4.5891 0.1071 0.977 0.87 0.00 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0.0072 0.948 0.77 0.16 PRIZE 0.340 1.0859 0.0605 0.947 0.77 2.60 TO_EMPTY 0.799 2.5440 0.1444 0.946 0.77 0.12 HTML_IMAGE_RATIO_06 0.099 0.3156 0.0176 0.947 0.77 1.01 NO_QS_ASKED 0.191 0.6091 0.0342 0.947 0.77 0.54 OPPORTUNITY_2 1.989 6.2772 0.3788 0.943 0.77 0.15 HTML_FONT_INVISIBLE 0.023 0.0730 0.0041 0.946 0.77 0.00 RATWARE_SCREWUP_2 0.014 0.0455 0.0026 0.946 0.77 1.71 NO_FORMS 0.734 2.3207 0.1376 0.944 0.76 1.72 WORK_AT_HOME 0.025 0.0786 0.0047 0.944 0.76 1.09 LYING_EYES 0.069 0.2177 0.0129 0.944 0.76 0.00 FANTASTIC 0.218 0.6890 0.0414 0.943 0.76 1.75 DOMAIN_4U2 0.041 0.1295 0.0078 0.943 0.76 1.80 DISGUISE_PORN 2.483 7.7532 0.5045 0.939 0.76 0.17 ONLY_COST 4.291 0.3693 5.7637 0.060 0.76 -0.14 X_AUTH_WARNING 0.045 0.1419 0.0088 0.942 0.75 0.00 NO_DISAPPOINTMENT 0.928 2.9064 0.1858 0.940 0.75 1.22 MANY_EXCLAMATIONS 2.505 7.7807 0.5242 0.937 0.75 0.16 HTML_80_90 0.126 0.3941 0.0248 0.941 0.75 0.81 LARGE_HEX 1.293 4.0351 0.2639 0.939 0.75 0.02 HTML_TITLE_EMPTY 0.911 2.8444 0.1853 0.939 0.75 0.00 HTML_FONT_COLOR_NOHASH 0.081 0.0069 0.1087 0.060 0.75 0.00 FAILURE_NOTICE_1 0.144 0.4493 0.0290 0.939 0.75 0.00 UPPERCASE_75_100 0.641 1.9996 0.1314 0.938 0.75 1.63 INVALID_MSGID 2.477 7.6553 0.5320 0.935 0.75 0.00 MAILTO_WITH_SUBJ 0.026 0.0799 0.0052 0.939 0.75 0.11 RAPE 0.617 1.9224 0.1273 0.938 0.75 0.00 SAVE_UP_TO 2.543 7.8303 0.5578 0.933 0.74 0.00 MSGID_HAS_NO_AT 0.424 1.3161 0.0885 0.937 0.74 1.35 ALL_CAP_PORN 0.996 3.0869 0.2111 0.936 0.74 1.52 DATE_IN_FUTURE_03_06 0.012 0.0386 0.0026 0.937 0.74 1.19 ONCE_IN_LIFETIME 1.403 4.3313 0.3038 0.934 0.74 0.00 SAVE_MONEY 0.346 1.0708 0.0735 0.936 0.74 0.17 HTML_TAG_EXISTS_BASE 0.278 0.8572 0.0605 0.934 0.73 0.00 FOR_INSTANT_ACCESS 0.277 0.8544 0.0605 0.934 0.73 0.23 INSTANT_ACCESS 0.036 0.1102 0.0078 0.934 0.73 0.56 REPLY_TO_EMPTY 0.364 1.1204 0.0802 0.933 0.73 0.84 SATISFACTION 0.302 0.9288 0.0668 0.933 0.73 0.00 FROM_HAS_UNDERLINE_NUMS 9.538 28.1545 2.5470 0.917 0.73 0.58 FROM_ENDS_IN_NUMS 0.392 1.2058 0.0869 0.933 0.73 0.00 HTML_IMAGE_RATIO_12 4.970 0.5113 6.6439 0.071 0.73 0.00 SIGNATURE_SHORT_DENSE 0.173 0.5306 0.0388 0.932 0.73 2.50 SUB_HELLO 0.438 1.3381 0.0994 0.931 0.73 0.00 HTML_IMAGE_RATIO_10 0.753 2.2987 0.1728 0.930 0.73 0.00 EXCUSE_7 3.143 9.4772 0.7643 0.925 0.72 0.81 HTML_40_50 0.818 2.4916 0.1894 0.929 0.72 0.00 HTML_COMMENT_EMAIL 0.397 1.2100 0.0911 0.930 0.72 1.08 EXCUSE_11 1.801 5.4586 0.4280 0.927 0.72 0.04 DIET 0.005 0.0138 0.0010 0.930 0.72 0.00 OUR_COMPENSATION 0.002 0.0069 0.0005 0.930 0.72 0.00 TRACE_BY_SSN 0.479 1.4525 0.1128 0.928 0.72 0.16 MIME_EXCESSIVE_QP 0.026 0.0799 0.0062 0.928 0.72 0.59 CASH_BONUS 0.024 0.0730 0.0057 0.928 0.72 0.00 HTML_IMAGE_AREA_07 0.767 2.3124 0.1863 0.925 0.71 0.00 ORDER_NOW 0.280 0.8461 0.0678 0.926 0.71 0.33 UPPERCASE_50_75 0.656 1.9776 0.1604 0.925 0.71 0.43 NO_FEE 0.166 0.5016 0.0404 0.926 0.71 0.00 FREE_DVD 2.908 8.6613 0.7478 0.921 0.71 0.60 INVALID_DATE 0.920 2.7521 0.2323 0.922 0.70 0.71 DATE_MISSING 0.175 0.0193 0.2329 0.077 0.70 0.00 MAILER_DAEMON 0.021 0.0620 0.0052 0.923 0.70 0.64 START_NOW_CAPS 0.012 0.0372 0.0031 0.923 0.70 1.80 LUXURY_CAR 0.347 1.0377 0.0875 0.922 0.70 1.81 DEAR_SOMETHING 0.155 0.4630 0.0393 0.922 0.70 0.00 HTML_TAG_EXISTS_PARAM 5.621 0.6890 7.4735 0.084 0.69 0.00 HAS_ORGANIZATION 6.830 19.6943 1.9990 0.908 0.69 0.10 MAILTO_LINK 0.055 0.1626 0.0145 0.918 0.69 0.32 SEDUCTION 0.363 1.0722 0.0963 0.918 0.69 0.00 LARGE_COLLECTION 0.426 1.2596 0.1133 0.917 0.69 0.00 CASHCASHCASH 0.068 0.1998 0.0181 0.917 0.69 1.42 DRASTIC_REDUCED 1.291 3.7732 0.3586 0.913 0.68 0.00 HTML_JAVASCRIPT 2.736 0.3459 3.6337 0.087 0.68 0.00 USER_AGENT 0.107 0.3142 0.0295 0.914 0.68 1.26 MIME_DEFICIENT_QP 0.002 0.0055 0.0005 0.914 0.68 0.00 NO_MIDDLEMAN 0.164 0.0207 0.2184 0.086 0.68 0.00 YAHOO_MSGID_ADDED 0.044 0.1295 0.0124 0.913 0.67 0.00 SHOPPING_SPREE 0.174 0.5030 0.0502 0.909 0.67 0.86 SUBJ_BUY 2.219 6.3599 0.6634 0.906 0.67 0.34 HTML_30_40 0.202 0.5843 0.0585 0.909 0.67 0.20 WHILE_SUPPLIES 0.162 0.4686 0.0471 0.909 0.67 0.96 SEE_FOR_YOURSELF 1.726 4.9515 0.5154 0.906 0.66 0.31 DATE_IN_PAST_06_12 0.096 0.2770 0.0279 0.908 0.66 0.00 LONG_DISTANCE 1.569 4.4843 0.4745 0.904 0.66 0.59 FOR_FREE 0.150 0.4327 0.0445 0.907 0.66 0.00 CONGRATULATIONS 0.162 0.4644 0.0481 0.906 0.66 0.00 BE_AMAZED 0.106 0.3032 0.0316 0.906 0.66 0.00 DIRECT_EMAIL 1.342 3.8187 0.4119 0.903 0.65 0.00 HTML_FONT_FACE_BAD 0.421 0.0606 0.5558 0.098 0.65 -1.68 RESENT_TO 1.334 3.7663 0.4207 0.900 0.65 0.00 EXCUSE_1 0.518 1.4649 0.1625 0.900 0.64 1.55 TONER 0.043 0.1213 0.0135 0.900 0.64 0.06 LINK_TO_NO_SCHEME 2.138 5.9851 0.6929 0.896 0.64 0.26 UNSUB_PAGE 0.097 0.2729 0.0316 0.896 0.63 0.18 NO_PURCHASE 1.346 3.7346 0.4492 0.893 0.63 1.09 TO_ADDRESS_EQ_REAL 0.900 2.5026 0.2986 0.893 0.63 1.76 PLING_PLING 1.591 4.3989 0.5366 0.891 0.63 0.00 LINES_OF_YELLING_3 0.059 0.1626 0.0202 0.890 0.62 0.00 DOMAIN_SUBJECT 0.006 0.0165 0.0021 0.889 0.61 0.00 NEW_CUSTOMER 1.782 4.8412 0.6339 0.884 0.61 0.85 SUBJ_ALL_CAPS 0.041 0.1130 0.0145 0.886 0.61 1.91 EXCUSE_6 0.240 0.6532 0.0843 0.886 0.61 0.37 HTML_RELAYING_FRAME 2.655 7.1496 0.9667 0.881 0.60 0.00 LINES_OF_YELLING_2 2.026 5.4283 0.7488 0.879 0.60 0.36 DATE_IN_PAST_03_06 0.158 0.4245 0.0585 0.879 0.59 0.05 YOU_WON 0.222 0.0400 0.2898 0.121 0.59 -0.22 FORGOTTEN_PASSWORD 1.934 5.1334 0.7322 0.875 0.59 0.86 UPPERCASE_25_50 1.759 0.3294 2.2955 0.125 0.58 0.00 X_LOOP 0.611 1.6206 0.2318 0.875 0.58 2.11 DATE_IN_PAST_96_XX 0.038 0.1020 0.0145 0.876 0.58 2.20 X_GCMULTI 0.178 0.4686 0.0683 0.873 0.57 2.10 FROM_AND_TO_SAME 0.081 0.2136 0.0316 0.871 0.57 1.16 INCREASE_SOMETHING 1.604 4.1784 0.6370 0.868 0.57 0.12 DATE_IN_PAST_12_24 1.043 2.7245 0.4119 0.869 0.57 0.00 WEIRD_PORT 0.005 0.0138 0.0021 0.869 0.57 0.00 MURKOWSKI_CRUFT 1.038 2.6997 0.4135 0.867 0.56 1.18 HOT_NASTY 0.432 1.1259 0.1713 0.868 0.56 1.07 PLING_QUERY 0.028 0.0730 0.0114 0.865 0.56 2.20 MARKET_SOLUTION 0.234 0.6036 0.0952 0.864 0.55 0.00 DOMAIN_BODY 0.071 0.1833 0.0295 0.861 0.55 0.00 JAVASCRIPT_URI 0.068 0.1736 0.0279 0.861 0.55 0.78 DONT_DELETE 0.400 1.0074 0.1713 0.855 0.53 0.00 SAVE_BUCKS 0.283 0.7111 0.1221 0.853 0.53 0.00 EARN_PER_WEEK 6.655 16.2767 3.0423 0.843 0.53 0.00 LINES_OF_YELLING 1.600 3.9662 0.7115 0.848 0.52 1.29 HTML_20_30 0.446 1.0997 0.2008 0.846 0.51 0.00 ASCII_FORM_ENTRY 0.191 0.4699 0.0859 0.845 0.51 0.00 ASKS_BILLING_ADDRESS 2.181 5.3208 1.0024 0.841 0.51 1.37 MSG_ID_ADDED_BY_MTA_2 0.151 0.3693 0.0688 0.843 0.50 2.00 SEARCH_ENGINE_PROMO 0.001 0.0028 0.0005 0.842 0.50 0.00 WEALTH 0.544 1.3216 0.2515 0.840 0.50 0.00 GREAT_OFFER 0.194 0.4658 0.0921 0.835 0.49 0.52 FROM_ALL_NUMS 1.599 3.7925 0.7747 0.830 0.48 0.76 RISK_FREE 1.615 3.8008 0.7943 0.827 0.47 0.00 EXCUSE_16 0.186 0.4382 0.0916 0.827 0.47 1.90 DATE_IN_FUTURE_96_XX 2.599 5.9906 1.3253 0.819 0.46 0.74 MAILTO_TO_SPAM_ADDR 1.632 3.7457 0.8383 0.817 0.45 0.78 MISSING_HEADERS 3.258 7.3494 1.7211 0.810 0.44 0.49 MIME_LONG_LINE_QP 1.810 4.0750 0.9589 0.810 0.44 1.29 OPT_IN 0.054 0.1227 0.0285 0.812 0.44 0.00 MASS_EMAIL 0.803 1.8067 0.4259 0.809 0.43 0.00 FREE_TRIAL 0.281 0.6243 0.1521 0.804 0.42 0.69 MSGID_CHARS_SPAM 0.748 0.2425 0.9377 0.206 0.40 0.00 FWD_MSG 0.750 1.6124 0.4259 0.791 0.40 0.51 SMTPD_IN_RCVD 0.116 0.2439 0.0678 0.783 0.38 0.01 MARKETING 0.005 0.0110 0.0031 0.780 0.37 0.00 WORRY_FREE 2.051 0.7400 2.5429 0.225 0.36 0.00 USER_AGENT_MOZILLA_XM 18.067 34.2139 12.0035 0.740 0.35 0.89 NO_REAL_NAME 1.867 3.7650 1.1545 0.765 0.35 1.70 TO_MALFORMED 0.231 0.0882 0.2851 0.236 0.34 0.00 HTML_COMMENT_EGP 0.572 1.1314 0.3622 0.757 0.33 0.00 DATE_IN_PAST_24_48 1.164 2.2807 0.7452 0.754 0.33 1.30 HTML_10_20 1.415 2.7521 0.9123 0.751 0.32 0.00 CALL_FREE 0.584 1.1011 0.3891 0.739 0.30 0.00 HTML_FONT_FACE_CAPS 1.264 2.3538 0.8544 0.734 0.29 0.00 EMAIL_MARKETING 0.051 0.0248 0.0605 0.291 0.25 -1.24 USER_AGENT_GNUS_XM 6.113 10.3578 4.5197 0.696 0.24 0.85 MSG_ID_ADDED_BY_MTA_3 0.303 0.5182 0.2225 0.700 0.23 1.01 FROM_NO_LOWER 1.207 1.8673 0.9594 0.661 0.18 1.30 HTML_00_10 0.536 0.7938 0.4399 0.643 0.15 0.00 UNDISC_RECIPS 0.610 0.7924 0.5418 0.594 0.09 0.00 US_DOLLARS_2 0.001 0.0014 0.0010 0.571 0.07 0.00 IN_ACCORDANCE_WITH_LAWS 0.000 0.0000 0.0000 0.500 0.00 0.00 POST_IN_RCVD 0.000 0.0000 0.0000 0.500 0.00 0.00 WWW_AUTOREMOVE_COM 0.000 0.0000 0.0000 0.500 0.00 0.00 MSN_GROUPS 0.000 0.0000 0.0000 0.500 0.00 0.00 NO_SELLING 0.000 0.0000 0.0000 0.500 0.00 0.00 PORN_GALLERIES 0.000 0.0000 0.0000 0.500 0.00 0.00 HOTMAIL_FOOTER3 0.000 0.0000 0.0000 0.500 0.00 0.00 SPAM_FORM_ACTION 0.000 0.0000 0.0000 0.500 0.00 0.00 MAILMAN_CONFIRM 0.000 0.0000 0.0000 0.500 0.00 0.00 SPAM_FORM_RETURN 0.000 0.0000 0.0000 0.500 0.00 0.00 VAR_REF_IN_RECEIVED 0.000 0.0000 0.0000 0.500 0.00 0.00 DATE_IN_PAST_48_96 0.000 0.0000 0.0000 0.500 0.00 0.00 X_ACCEPT_LANG 0.000 0.0000 0.0000 0.500 0.00 0.00 SMIME_SIGNATURE 0.000 0.0000 0.0000 0.500 0.00 0.00 BAYES_56 0.000 0.0000 0.0000 0.500 0.00 0.00 BAYES_50 0.000 0.0000 0.0000 0.500 0.00 0.00 MARKUP_SSPL 0.000 0.0000 0.0000 0.500 0.00 0.00 SPAM_FORM 0.000 0.0000 0.0000 0.500 0.00 0.00 BAYES_44 0.000 0.0000 0.0000 0.500 0.00 0.00 X_FIX_PRESENT 0.000 0.0000 0.0000 0.500 0.00 0.00 BAYES_40 0.000 0.0000 0.0000 0.500 0.00 0.00 WWW_CLIK4YOU_COM 0.000 0.0000 0.0000 0.500 0.00 0.00 SUBJ_RIPPED 0.000 0.0000 0.0000 0.500 0.00 0.00 RATWARE_DIFFOND 0.000 0.0000 0.0000 0.500 0.00 0.00 TO_INVESTORS 0.000 0.0000 0.0000 0.500 0.00 0.00 SUBJECT_IS_IN_REVIEW 0.000 0.0000 0.0000 0.500 0.00 0.00 MANY_FROMS Rule file versions for which these results apply: (SpamAssassin Version string: 2.50) -rw-r--r-- 1 felicity fame 5847 Feb 11 10:59 10_misc.cf -rw-r--r-- 1 felicity fame 4515 Feb 11 10:59 20_anti_ratware.cf -rw-r--r-- 1 felicity fame 8921 Feb 11 10:59 20_body_tests.cf -rw-r--r-- 1 felicity fame 13147 Feb 11 10:59 20_compensate.cf -rw-r--r-- 1 felicity fame 36548 Feb 15 18:23 20_head_tests.cf -rw-r--r-- 1 felicity fame 12281 Feb 16 19:19 20_html_tests.cf -rw-r--r-- 1 felicity fame 7808 Feb 16 15:03 20_meta_tests.cf -rw-r--r-- 1 felicity fame 42521 Feb 11 10:59 20_phrases.cf -rw-r--r-- 1 felicity fame 5416 Feb 11 10:59 20_porn.cf -rw-r--r-- 1 felicity fame 7660 Feb 17 12:59 20_ratware.cf -rwxr-xr-x 1 felicity fame 4725 Feb 11 10:59 20_uri_tests.cf -rw-r--r-- 1 felicity fame 2918 Feb 11 10:59 23_bayes.cf -rw-r--r-- 1 felicity fame 8447 Feb 15 09:29 25_body_tests_es.cf -rw-r--r-- 1 felicity fame 10681 Feb 11 10:59 25_body_tests_pl.cf -rw-r--r-- 1 felicity fame 813 Feb 11 10:59 25_head_tests_es.cf -rw-r--r-- 1 felicity fame 682 Feb 11 10:59 25_head_tests_pl.cf -rw-r--r-- 1 felicity fame 9931 Feb 15 18:18 30_text_de.cf -rw-r--r-- 1 felicity fame 6679 Feb 15 18:18 30_text_es.cf -rw-r--r-- 1 felicity fame 36856 Feb 15 18:18 30_text_fr.cf -rw-r--r-- 1 felicity fame 5708 Feb 15 18:18 30_text_pl.cf -rw-r--r-- 1 felicity fame 0 Oct 23 11:34 40_spam_phrases.cf -rw-r--r-- 1 felicity fame 37110 Feb 16 19:19 50_scores.cf -rw-r--r-- 1 felicity fame 4024 Feb 11 10:59 60_whitelist.cf -rw-r--r-- 1 felicity fame 267 Dec 22 14:32 local.cf