STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 75073 56.87% (99.94% of non-spam corpus) # Correctly spam: 54359 41.18% (95.56% of spam corpus) # False positives: 46 0.03% (0.06% of nonspam, 2077 weighted) # False negatives: 2524 1.91% (4.44% of spam, 8665 weighted) # Average score for spam: 20.2 nonspam: -4.8 # Average for false-pos: 6.0 false-neg: 3.4 # TOTAL: 132002 100.00% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 52689 39.92% (70.14% of non-spam corpus) # Correctly spam: 56880 43.09% (99.99% of spam corpus) # False positives: 22430 16.99% (29.86% of nonspam, -119517 weighted) # False negatives: 3 0.00% (0.01% of spam, -17 weighted) # SUMMARY for threshold -3.0: # Correctly non-spam: 57427 43.50% (76.45% of non-spam corpus) # Correctly spam: 56877 43.09% (99.99% of spam corpus) # False positives: 17692 13.40% (23.55% of nonspam, 7897 weighted) # False negatives: 6 0.00% (0.01% of spam, -28 weighted) # SUMMARY for threshold -2.0: # Correctly non-spam: 60392 45.75% (80.40% of non-spam corpus) # Correctly spam: 56869 43.08% (99.98% of spam corpus) # False positives: 14727 11.16% (19.60% of nonspam, 65561 weighted) # False negatives: 14 0.01% (0.02% of spam, -48 weighted) # SUMMARY for threshold -1.0: # Correctly non-spam: 62501 47.35% (83.20% of non-spam corpus) # Correctly spam: 56858 43.07% (99.96% of spam corpus) # False positives: 12618 9.56% (16.80% of nonspam, 89928 weighted) # False negatives: 25 0.02% (0.04% of spam, -66 weighted) # SUMMARY for threshold 0.0: # Correctly non-spam: 65810 49.86% (87.61% of non-spam corpus) # Correctly spam: 56834 43.06% (99.91% of spam corpus) # False positives: 9309 7.05% (12.39% of nonspam, 102282 weighted) # False negatives: 49 0.04% (0.09% of spam, -72 weighted) # SUMMARY for threshold 1.0: # Correctly non-spam: 70139 53.13% (93.37% of non-spam corpus) # Correctly spam: 56711 42.96% (99.70% of spam corpus) # False positives: 4980 3.77% (6.63% of nonspam, 84690 weighted) # False negatives: 172 0.13% (0.30% of spam, -8 weighted) # SUMMARY for threshold 2.0: # Correctly non-spam: 72571 54.98% (96.61% of non-spam corpus) # Correctly spam: 56476 42.78% (99.28% of spam corpus) # False positives: 2548 1.93% (3.39% of nonspam, 59158 weighted) # False negatives: 407 0.31% (0.72% of spam, 354 weighted) # SUMMARY for threshold 3.0: # Correctly non-spam: 74020 56.07% (98.54% of non-spam corpus) # Correctly spam: 56126 42.52% (98.67% of spam corpus) # False positives: 1099 0.83% (1.46% of nonspam, 32395 weighted) # False negatives: 757 0.57% (1.33% of spam, 1250 weighted) # SUMMARY for threshold 4.0: # Correctly non-spam: 74740 56.62% (99.50% of non-spam corpus) # Correctly spam: 55478 42.03% (97.53% of spam corpus) # False positives: 379 0.29% (0.50% of nonspam, 13468 weighted) # False negatives: 1405 1.06% (2.47% of spam, 3510 weighted) # SUMMARY for threshold 4.5: # Correctly non-spam: 74911 56.75% (99.72% of non-spam corpus) # Correctly spam: 55053 41.71% (96.78% of spam corpus) # False positives: 208 0.16% (0.28% of nonspam, 7984 weighted) # False negatives: 1830 1.39% (3.22% of spam, 5318 weighted) # SUMMARY for threshold 5.5: # Correctly non-spam: 75093 56.89% (99.97% of non-spam corpus) # Correctly spam: 53783 40.74% (94.55% of spam corpus) # False positives: 26 0.02% (0.03% of nonspam, 1300 weighted) # False negatives: 3100 2.35% (5.45% of spam, 11682 weighted) # SUMMARY for threshold 6.0: # Correctly non-spam: 75102 56.89% (99.98% of non-spam corpus) # Correctly spam: 53090 40.22% (93.33% of spam corpus) # False positives: 17 0.01% (0.02% of nonspam, 911 weighted) # False negatives: 3793 2.87% (6.67% of spam, 15677 weighted) # SUMMARY for threshold 6.5: # Correctly non-spam: 75110 56.90% (99.99% of non-spam corpus) # Correctly spam: 52269 39.60% (91.89% of spam corpus) # False positives: 9 0.01% (0.01% of nonspam, 533 weighted) # False negatives: 4614 3.50% (8.11% of spam, 20802 weighted) # SUMMARY for threshold 7.0: # Correctly non-spam: 75111 56.90% (99.99% of non-spam corpus) # Correctly spam: 51183 38.77% (89.98% of spam corpus) # False positives: 8 0.01% (0.01% of nonspam, 483 weighted) # False negatives: 5700 4.32% (10.02% of spam, 28129 weighted) # SUMMARY for threshold 8.0: # Correctly non-spam: 75115 56.90% (99.99% of non-spam corpus) # Correctly spam: 49432 37.45% (86.90% of spam corpus) # False positives: 4 0.00% (0.01% of nonspam, 258 weighted) # False negatives: 7451 5.64% (13.10% of spam, 41310 weighted) # SUMMARY for threshold 9.0: # Correctly non-spam: 75118 56.91% (100.00% of non-spam corpus) # Correctly spam: 47379 35.89% (83.29% of spam corpus) # False positives: 1 0.00% (0.00% of nonspam, 71 weighted) # False negatives: 9504 7.20% (16.71% of spam, 58769 weighted) # SUMMARY for threshold 10.0: # Correctly non-spam: 75119 56.91% (100.00% of non-spam corpus) # Correctly spam: 45169 34.22% (79.41% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 11714 8.87% (20.59% of spam, 79782 weighted) # SUMMARY for threshold 12.0: # Correctly non-spam: 75119 56.91% (100.00% of non-spam corpus) # Correctly spam: 40395 30.60% (71.01% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 16488 12.49% (28.99% of spam, 132227 weighted) # SUMMARY for threshold 15.0: # Correctly non-spam: 75119 56.91% (100.00% of non-spam corpus) # Correctly spam: 33151 25.11% (58.28% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 23732 17.98% (41.72% of spam, 230003 weighted) # SUMMARY for threshold 17.0: # Correctly non-spam: 75119 56.91% (100.00% of non-spam corpus) # Correctly spam: 28890 21.89% (50.79% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 27993 21.21% (49.21% of spam, 298056 weighted) # SUMMARY for threshold 20.0: # Correctly non-spam: 75119 56.91% (100.00% of non-spam corpus) # Correctly spam: 23269 17.63% (40.91% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 33614 25.46% (59.09% of spam, 401766 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 132002 56883 75119 0.431 0.00 0.00 (all messages) 100.000 43.0925 56.9075 0.431 0.00 0.00 (all messages as %) 27.156 0.0158 47.7070 0.000 1.00 -5.40 BAYES_01 20.557 47.6153 0.0679 0.999 1.00 3.00 BAYES_90 19.517 45.1365 0.1171 0.997 0.99 0.00 RAZOR2_CF_RANGE_91_100 23.612 54.1831 0.4619 0.992 0.99 0.88 RAZOR2_CHECK 18.398 0.0053 32.3260 0.000 0.98 -0.00 REFERENCES 15.847 0.0088 27.8398 0.000 0.97 -0.50 EMAIL_ATTRIBUTION 15.110 0.0035 26.5485 0.000 0.97 0.00 REPLY_WITH_QUOTES 10.181 23.6222 0.0027 1.000 0.97 4.40 MSGID_OUTLOOK_TIME 19.549 0.2391 34.1711 0.007 0.96 -0.38 QUOTED_EMAIL_TEXT 22.119 0.3674 38.5908 0.009 0.96 -0.37 IN_REP_TO 8.451 0.0018 14.8484 0.000 0.95 -5.20 BAYES_00 6.429 14.9060 0.0106 0.999 0.95 2.86 BAYES_80 4.820 11.1844 0.0000 1.000 0.95 4.30 MSGID_SPAMSIGN_6LETTER 7.480 0.0141 13.1338 0.001 0.95 -4.70 BAYES_10 4.292 9.9590 0.0000 1.000 0.95 4.30 MSGID_SPAMSIGN_ZEROES 4.294 9.9590 0.0040 1.000 0.95 4.30 MSGID_OE_SPAM_4ZERO 3.843 8.9183 0.0000 1.000 0.95 4.30 MIME_ODD_CASE 4.925 0.0018 8.6529 0.000 0.95 -0.47 USER_AGENT_KMAIL 3.698 8.5773 0.0040 1.000 0.94 4.30 INVALID_DATE_TZ_ABSURD 4.681 0.0070 8.2203 0.001 0.94 -0.50 GROUPS_YAHOO_1 2.662 6.1776 0.0000 1.000 0.94 4.30 FORGED_AOL_RCVD 2.570 5.9631 0.0000 1.000 0.94 4.30 SUBJ_FULL_OF_8BITS 2.994 6.9423 0.0040 0.999 0.94 1.89 HEADER_8BITS 3.476 8.0551 0.0093 0.999 0.94 3.01 BAYES_99 3.024 0.0000 5.3142 0.000 0.94 -2.80 USER_AGENT_MUTT 4.523 10.4583 0.0280 0.997 0.94 1.21 PYZOR_CHECK 2.788 0.0000 4.8989 0.000 0.94 -0.50 ORIGINAL_MESSAGE 5.732 13.2289 0.0559 0.996 0.94 2.63 DCC_CHECK 1.814 4.2104 0.0000 1.000 0.94 4.30 X_LIST_UNSUBSCRIBE 2.737 6.3411 0.0080 0.999 0.94 4.29 RCVD_IN_OPM 1.637 3.7990 0.0000 1.000 0.94 4.30 KOREAN_UCE_SUBJECT 2.416 5.5975 0.0067 0.999 0.94 1.10 FORGED_HOTMAIL_RCVD 1.352 3.1380 0.0000 1.000 0.94 4.30 WITH_LC_SMTP 2.211 0.0018 3.8845 0.000 0.94 0.00 USER_AGENT_MOZILLA_UA 24.202 0.8526 41.8829 0.020 0.94 -0.30 KNOWN_MAILING_LIST 2.417 5.5975 0.0080 0.999 0.94 4.29 TRACKER_ID 1.142 2.6511 0.0000 1.000 0.94 4.30 CONFIRMED_FORGED 2.211 5.1228 0.0067 0.999 0.94 3.43 RCVD_FAKE_HELO_DOTCOM 1.609 3.7305 0.0027 0.999 0.94 4.30 FROM_OFFERS 0.953 2.2116 0.0000 1.000 0.94 4.30 MULTI_FORGED 0.921 2.1377 0.0000 1.000 0.94 4.30 WE_HONOR_ALL 0.917 2.1289 0.0000 1.000 0.94 4.30 EXCUSE_24 1.924 4.4583 0.0053 0.999 0.94 1.44 FROM_HAS_MIXED_NUMS2 0.864 2.0041 0.0000 1.000 0.94 4.30 REMOVE_RESPECT 0.853 1.9795 0.0000 1.000 0.94 4.30 X_X_PRESENT 2.952 0.0088 5.1811 0.002 0.94 -0.49 SIGNATURE_LONG_SPARSE 1.008 0.0000 1.7719 0.000 0.94 -2.21 PGP_SIGNATURE_2 0.939 0.0000 1.6494 0.000 0.94 -4.60 HABEAS_SWE 0.673 1.5611 0.0000 1.000 0.94 4.30 FAKED_UNDISC_RECIPS 0.834 0.0000 1.4657 0.000 0.94 -1.40 BUGZILLA_BUG 0.611 1.4187 0.0000 1.000 0.94 4.30 RATWARE_EGROUPS 0.611 1.4169 0.0000 1.000 0.94 4.30 BANG_OPRAH 0.598 1.3871 0.0000 1.000 0.94 4.30 SENT_IN_COMPLIANCE 0.573 1.3308 0.0000 1.000 0.94 4.30 HTML_COMMENT_SKY 0.539 1.2499 0.0000 1.000 0.94 4.30 FINANCIAL 0.703 0.0000 1.2354 0.000 0.94 -2.71 USER_AGENT_XIMIAN 3.495 8.0745 0.0280 0.997 0.94 1.10 RCVD_IN_SBL 0.474 1.1005 0.0000 1.000 0.94 4.30 WRINKLES 0.473 1.0987 0.0000 1.000 0.94 4.30 DATE_YEAR_ZERO_FIRST 0.435 1.0091 0.0000 1.000 0.94 4.30 UNDER_BILL_1618 0.420 0.9757 0.0000 1.000 0.94 2.90 X_PRECEDENCE_REF 0.411 0.9546 0.0000 1.000 0.94 2.90 FREE_QUOTE_INSTANT 5.291 12.1864 0.0692 0.994 0.94 1.77 BASE64_ENC_TEXT 0.405 0.9405 0.0000 1.000 0.94 2.90 RATWARE_OE_PI 0.403 0.9353 0.0000 1.000 0.94 2.90 LOSE_POUNDS 0.370 0.8597 0.0000 1.000 0.94 2.90 COPY_ACCURATELY 0.361 0.8386 0.0000 1.000 0.94 2.90 INVALUABLE_MARKETING 0.352 0.8175 0.0000 1.000 0.94 2.90 HTTP_CTRL_CHARS_HOST 0.346 0.8034 0.0000 1.000 0.94 2.90 ORDER_REPORT 3.960 9.1381 0.0386 0.996 0.94 1.10 HTML_LINK_CLICK_CAPS 0.316 0.7331 0.0000 1.000 0.94 2.90 UCE_MAIL_ACT 0.313 0.7261 0.0000 1.000 0.94 2.90 FORGED_MX_HOTMAIL 0.305 0.7067 0.0000 1.000 0.94 2.90 JODY 0.298 0.6926 0.0000 1.000 0.94 2.90 HTML_SHOUTING6 0.294 0.6821 0.0000 1.000 0.94 2.90 EXCUSE_22 0.293 0.6803 0.0000 1.000 0.94 2.90 OBSCURED_EMAIL 0.289 0.6698 0.0000 1.000 0.94 2.90 X_VMP_TEXT 0.286 0.6645 0.0000 1.000 0.94 2.90 EXCUSE_23 0.285 0.6610 0.0000 1.000 0.94 2.90 HR_3113 0.367 0.0000 0.6456 0.000 0.93 -0.50 PATCH_UNIFIED_DIFF 1.712 3.9643 0.0067 0.998 0.93 2.75 REMOVE_POSTAL 0.266 0.6171 0.0000 1.000 0.93 2.90 IMPOTENCE 0.256 0.5942 0.0000 1.000 0.93 2.90 FURTHER_TRANSMISSIONS 0.250 0.5801 0.0000 1.000 0.93 2.90 RECEIVE_EMAIL 0.327 0.0000 0.5751 0.000 0.93 -0.48 USER_AGENT_GNUS_UA 0.229 0.5309 0.0000 1.000 0.93 2.90 DATE_IN_FUTURE_24_48 0.299 0.0000 0.5258 0.000 0.93 -0.49 SIGNATURE_LONG_DENSE 0.220 0.5098 0.0000 1.000 0.93 2.90 SUBJ_LIFE_INSURANCE 0.205 0.4764 0.0000 1.000 0.93 2.90 X_ENC_PRESENT 0.199 0.4624 0.0000 1.000 0.93 2.90 USERNAME_IN_SUBJECT 0.196 0.4553 0.0000 1.000 0.93 2.90 RATWARE_OE_MALFORMED 0.186 0.4325 0.0000 1.000 0.93 2.90 HIDDEN_ASSETS 0.186 0.4307 0.0000 1.000 0.93 2.90 RATWARE_GROUPMAIL 0.185 0.4290 0.0000 1.000 0.93 2.90 RATWARE_JPFREE 0.185 0.4290 0.0000 1.000 0.93 2.90 RESISTANCE_IS_FUTILE 0.180 0.4166 0.0000 1.000 0.93 2.90 FROM_NUM_AT_WEBMAIL 0.171 0.3973 0.0000 1.000 0.93 2.90 NOT_INTENDED 0.164 0.3797 0.0000 1.000 0.93 2.90 PORN_MEMBERSHIP 0.161 0.3727 0.0000 1.000 0.93 2.90 MIME_BOUND_OPTIN 0.159 0.3692 0.0000 1.000 0.93 2.90 MIME_BOUND_MANY_HEX 0.158 0.3657 0.0000 1.000 0.93 2.90 PREST_NON_ACCREDITED 0.155 0.3604 0.0000 1.000 0.93 2.90 RATWARE_FLOAT 0.153 0.3551 0.0000 1.000 0.93 2.90 NOT_ADVISOR 1.950 0.0053 3.4226 0.002 0.93 0.00 USER_AGENT_PINE 0.199 0.0000 0.3501 0.000 0.93 0.00 DEBIAN_BTS_BUG 0.149 0.3463 0.0000 1.000 0.93 2.90 TO_TXT 0.146 0.3393 0.0000 1.000 0.93 2.90 PORN_15 0.140 0.3252 0.0000 1.000 0.93 2.90 HTML_COMMENT_8BITS 0.133 0.3094 0.0000 1.000 0.93 2.90 OUR_AFFILIATE_PARTNERS 0.130 0.3006 0.0000 1.000 0.93 2.90 OUR_PRIVACY_POLICY 0.128 0.2971 0.0000 1.000 0.93 2.90 SUBJ_GUARANTEED 0.123 0.2848 0.0000 1.000 0.93 2.90 NO_CREDIT_CHECK 2.499 5.7785 0.0160 0.997 0.93 1.44 HTML_IMAGE_ONLY_02 1.055 2.4436 0.0027 0.999 0.93 1.10 CONSOLIDATE_DEBT 0.116 0.2690 0.0000 1.000 0.93 2.90 BE_BOSS 0.114 0.2655 0.0000 1.000 0.93 2.90 NONEXISTENT_CHARSET 0.112 0.2602 0.0000 1.000 0.93 2.90 NOT_MLM 0.112 0.2602 0.0000 1.000 0.93 2.90 RCVD_BY_QVES_COM 0.111 0.2584 0.0000 1.000 0.93 2.90 FREE_CELL_PHONE 0.111 0.2567 0.0000 1.000 0.93 2.90 X_STORMPOST_TO 0.111 0.2567 0.0000 1.000 0.93 2.90 RATWARE_STORM 0.108 0.2514 0.0000 1.000 0.93 2.90 CUM_SHOT 0.108 0.2496 0.0000 1.000 0.93 2.90 DIG_UP_INFO 0.104 0.2408 0.0000 1.000 0.93 2.90 USE_IDENTITY 0.103 0.2391 0.0000 1.000 0.93 2.90 YOU_CAN_SEARCH 0.098 0.2285 0.0000 1.000 0.93 2.90 RATWARE_IMKTG 0.098 0.2268 0.0000 1.000 0.93 2.90 FORGED_TELESP_RCVD 0.096 0.2233 0.0000 1.000 0.93 2.90 HTML_SHOUTING7 0.096 0.2233 0.0000 1.000 0.93 2.90 MIME_BOUND_RKFINDY 0.095 0.2215 0.0000 1.000 0.93 2.90 RATWARE_VC_IPA 0.095 0.2215 0.0000 1.000 0.93 2.90 MSGID_3_DOLLARS 0.752 1.7439 0.0013 0.999 0.93 4.29 RCVD_IN_DSBL 0.083 0.1916 0.0000 1.000 0.93 2.90 HTML_SHOUTING8 0.107 0.0000 0.1877 0.000 0.93 -0.62 GENUINE_EBAY_RCVD 0.080 0.1863 0.0000 1.000 0.93 2.90 MEGA_SITE 0.077 0.1793 0.0000 1.000 0.93 2.90 MIME_BOUND_HASHES 0.102 0.0000 0.1784 0.000 0.93 -0.50 USER_AGENT_FORTE 0.077 0.1776 0.0000 1.000 0.93 2.90 RATWARE_POWERC 0.074 0.1723 0.0000 1.000 0.93 2.90 VIAGRA_COMBO 0.070 0.1635 0.0000 1.000 0.93 2.90 RATWARE_JIXING 0.070 0.1617 0.0000 1.000 0.93 2.90 E_MAILPROMO_URL 0.070 0.1617 0.0000 1.000 0.93 2.90 FORGED_GW05_RCVD 0.070 0.1617 0.0000 1.000 0.93 2.90 FAKED_IP_IN_RCVD 0.069 0.1600 0.0000 1.000 0.93 2.90 COMPLAIN_TO 0.069 0.1600 0.0000 1.000 0.93 2.90 MIME_BOUND_TEP 0.068 0.1582 0.0000 1.000 0.93 2.90 CABLE_CONVERTER 0.064 0.1477 0.0000 1.000 0.93 2.90 BTAMAIL_HEADER 0.064 0.1477 0.0000 1.000 0.93 2.90 FREE_GRANT 0.062 0.1442 0.0000 1.000 0.93 2.90 RATWARE_EVAMAIL 0.062 0.1442 0.0000 1.000 0.93 2.90 RECEIVED_IDENT_SQUID 0.062 0.1442 0.0000 1.000 0.93 2.90 NO_CATCH 0.059 0.1371 0.0000 1.000 0.93 2.90 EARNINGS 0.058 0.1354 0.0000 1.000 0.93 2.90 X_MIME_KEY 0.057 0.1318 0.0000 1.000 0.93 2.90 SUBJ_YOUR_FAMILY 0.075 0.0000 0.1318 0.000 0.93 0.00 MAILMAN_REMINDER 0.055 0.1266 0.0000 1.000 0.93 2.90 OUR_STRICT_ANTI 0.054 0.1248 0.0000 1.000 0.93 2.90 OUR_OVERWHELMING_GROWTH 0.054 0.1248 0.0000 1.000 0.93 2.90 TAKE_ACTION_NOW 0.053 0.1231 0.0000 1.000 0.93 2.90 HTML_ALL_CAPS 0.049 0.1143 0.0000 1.000 0.93 2.90 RATWARE_MMAILER 0.048 0.1125 0.0000 1.000 0.93 2.90 CHINA_URL 0.047 0.1090 0.0000 1.000 0.93 2.90 NO_INVENTORY 0.047 0.1090 0.0000 1.000 0.93 2.90 NEVER_ANOTHER 0.045 0.1055 0.0000 1.000 0.93 2.90 FREE_INSTALL 0.045 0.1037 0.0000 1.000 0.93 2.90 AZOOGLE 0.045 0.1037 0.0000 1.000 0.93 2.90 EASY_TERMS 0.043 0.1002 0.0000 1.000 0.93 2.90 RATWARE_SCREWUP_1 0.042 0.0984 0.0000 1.000 0.93 2.90 CHINA_HEADER 0.042 0.0984 0.0000 1.000 0.93 2.90 GENTLE_FEROCITY 0.042 0.0967 0.0000 1.000 0.93 2.90 VJESTIKA 0.039 0.0914 0.0000 1.000 0.93 2.90 HR_4176 0.039 0.0914 0.0000 1.000 0.93 2.90 MIME_BOUND_DIGITS_7 0.039 0.0897 0.0000 1.000 0.93 2.90 EXCUSE_20 0.036 0.0844 0.0000 1.000 0.93 2.90 SUBJ_HAS_TIME_ID 0.036 0.0844 0.0000 1.000 0.93 2.90 GET_STARTED_NOW 0.036 0.0844 0.0000 1.000 0.93 2.90 LOTS_OF_CC_LINES 0.036 0.0826 0.0000 1.000 0.93 2.90 X_PMFLAGS_PRESENT 0.036 0.0826 0.0000 1.000 0.93 2.90 KIFF 0.036 0.0826 0.0000 1.000 0.93 2.90 ONLINE_BIZ_OPS 0.035 0.0809 0.0000 1.000 0.93 2.90 STOP_SNORING 0.035 0.0809 0.0000 1.000 0.93 2.90 MORTGAGE_WAITING 0.720 1.6701 0.0013 0.999 0.93 3.91 FORGED_MUA_AOL 0.033 0.0774 0.0000 1.000 0.93 2.90 NO_INVESTMENT 0.033 0.0756 0.0000 1.000 0.93 2.90 LESBIAN 0.032 0.0738 0.0000 1.000 0.93 2.90 MSGID_4NUMS_DOLLAR 0.030 0.0703 0.0000 1.000 0.93 2.90 PORN_PASSWORD 0.030 0.0703 0.0000 1.000 0.93 2.90 IDENT_NOBODY 0.030 0.0686 0.0000 1.000 0.93 2.90 TO_RECIP_MARKER 0.029 0.0668 0.0000 1.000 0.93 2.90 MDAEMON_2_7_4 0.029 0.0668 0.0000 1.000 0.93 2.90 PENNIES_A_DAY 0.029 0.0668 0.0000 1.000 0.93 2.90 MARKUP_RAND 0.028 0.0650 0.0000 1.000 0.93 2.90 MSGID_SPAMSIGN_1 0.028 0.0650 0.0000 1.000 0.93 2.90 SUBJ_NOW_ONLY 0.027 0.0633 0.0000 1.000 0.93 2.90 NIGERIAN_SUBJECT1 0.026 0.0598 0.0000 1.000 0.93 2.90 RATWARE_XMAILER 0.024 0.0563 0.0000 1.000 0.93 2.90 SEX_FEST 0.023 0.0545 0.0000 1.000 0.93 2.90 DOMAINS_CHEAP 0.023 0.0527 0.0000 1.000 0.93 2.90 FALLING_INTEREST 0.023 0.0527 0.0000 1.000 0.93 2.90 SUBJ_FREE_INSTANT 0.021 0.0492 0.0000 1.000 0.93 2.90 FRIEND_PUBLIC 0.020 0.0457 0.0000 1.000 0.93 2.90 CENTS_ON_DOLLAR 0.020 0.0457 0.0000 1.000 0.93 2.90 PURE_PROFIT 0.018 0.0422 0.0000 1.000 0.93 2.90 SAFEGUARD_NOTICE 0.020 0.0000 0.0359 0.000 0.93 -2.30 USER_AGENT_MSN 0.014 0.0334 0.0000 1.000 0.93 0.00 RATWARE_DIRECT_EMAIL 0.018 0.0000 0.0319 0.000 0.93 -0.35 USER_AGENT_TONLINE 0.014 0.0316 0.0000 1.000 0.93 0.00 HTML_IMAGE_AREA_08 0.011 0.0264 0.0000 1.000 0.93 2.90 RECEIVED_IDENT_CACHEFLOW 0.011 0.0264 0.0000 1.000 0.93 0.00 NO_MEDICAL 0.011 0.0246 0.0000 1.000 0.93 0.00 RATWARE_CHARSET_V2 0.010 0.0229 0.0000 1.000 0.93 2.90 MORTGAGE_NETWORK 0.008 0.0193 0.0000 1.000 0.93 0.00 MAILTO_TO_B2BMAIL 0.008 0.0176 0.0000 1.000 0.93 0.00 CREDITORS_CALLING 0.007 0.0158 0.0000 1.000 0.93 0.00 HELPED_FINANCE 0.006 0.0141 0.0000 1.000 0.93 0.00 MICRO_CAP_WARNING 0.005 0.0105 0.0000 1.000 0.93 0.00 PRODUCED_AND_SENT_OUT 0.004 0.0088 0.0000 1.000 0.93 0.00 MICROSOFT 0.004 0.0088 0.0000 1.000 0.93 0.00 AUTO_EMAIL_REMOVAL 0.004 0.0088 0.0000 1.000 0.93 0.00 MURKOWSKI_CRUFT 0.004 0.0088 0.0000 1.000 0.93 0.00 CREDIT_BUREAU 0.003 0.0070 0.0000 1.000 0.93 0.00 X_MAILER_GIBBERISH 0.003 0.0070 0.0000 1.000 0.93 0.00 TRACE_BY_SSN 0.003 0.0000 0.0053 0.000 0.93 0.00 MAJORDOMO 0.002 0.0053 0.0000 1.000 0.93 0.00 SECRET_RECORD 0.002 0.0053 0.0000 1.000 0.93 0.00 MIME_BOUND_MAIL_BOUND 0.002 0.0053 0.0000 1.000 0.93 0.00 RATWARE_GR 0.002 0.0053 0.0000 1.000 0.93 0.00 MORE_TRAFFIC 0.002 0.0053 0.0000 1.000 0.93 0.00 INCREDIBLE 0.002 0.0053 0.0000 1.000 0.93 0.00 CHILD_SUPPORT 9.703 0.1459 16.9398 0.009 0.93 0.00 X_MAILING_LIST 0.002 0.0035 0.0000 1.000 0.93 0.00 FORGED_MUA_MSN 0.002 0.0035 0.0000 1.000 0.93 0.00 EXCUSE_18 0.002 0.0035 0.0000 1.000 0.93 0.00 RATWARE_CARETOP 0.002 0.0035 0.0000 1.000 0.93 0.00 CHANGE_TERMS 0.002 0.0035 0.0000 1.000 0.93 0.00 RATWARE_BANG_HASH 0.002 0.0035 0.0000 1.000 0.93 0.00 WEALTH 0.001 0.0018 0.0000 1.000 0.93 0.00 RATWARE_CHARSET 0.001 0.0018 0.0000 1.000 0.93 0.00 PSYCHIC 0.001 0.0018 0.0000 1.000 0.93 0.00 S_1618 0.001 0.0018 0.0000 1.000 0.93 0.00 NO_GIMMICK 0.001 0.0018 0.0000 1.000 0.93 0.00 EJACULATION 0.001 0.0018 0.0000 1.000 0.93 1000.00 GTUBE 0.583 1.3501 0.0013 0.999 0.93 2.93 THE_BEST_RATE 0.551 1.2763 0.0013 0.999 0.93 2.88 EXCUSE_21 0.827 0.0018 1.4510 0.001 0.93 -0.34 CRON_ENV 0.806 1.8670 0.0027 0.999 0.93 1.44 BILL_1618 0.764 1.7703 0.0027 0.998 0.93 1.10 ADVERT_CODE 1.146 2.6528 0.0053 0.998 0.93 1.74 MORTGAGE_BEST 0.467 1.0812 0.0013 0.999 0.93 1.10 HTML_FORM_ACTION_MAILTO 0.698 1.6174 0.0027 0.998 0.93 1.10 SECTION_301 0.911 2.1078 0.0040 0.998 0.93 1.96 CLICK_TO_REMOVE_1 0.624 1.4451 0.0027 0.998 0.93 1.68 CANNOT_BE_SPAM 0.809 1.8723 0.0040 0.998 0.93 1.59 BTAMAIL_URL 0.352 0.8157 0.0013 0.998 0.93 1.19 BARGAIN_URL 1.208 0.0053 2.1180 0.002 0.93 -4.20 RCVD_IN_BONDEDSENDER 2.292 0.0141 4.0176 0.003 0.93 -2.27 PGP_SIGNATURE 4.679 10.7554 0.0772 0.993 0.93 3.53 SUBJ_HAS_SPACES 0.283 0.6540 0.0013 0.998 0.93 2.90 EXCUSE_4 0.280 0.6469 0.0013 0.998 0.93 1.04 VIAGRA_ONLINE 0.643 1.4873 0.0040 0.997 0.93 2.66 FREE_PORN 0.246 0.5696 0.0013 0.998 0.93 2.90 FREE_CONSULTATION 0.402 0.0018 0.7042 0.002 0.93 0.00 USER_AGENT_ENTOURAGE 0.605 1.3976 0.0040 0.997 0.93 2.77 DAILY_PXE 0.718 0.0035 1.2593 0.003 0.93 -0.06 USER_AGENT_VM 4.745 10.8996 0.0852 0.992 0.93 0.50 CLICK_BELOW_CAPS 0.228 0.5274 0.0013 0.997 0.93 2.47 COMPETE 2.130 4.9118 0.0240 0.995 0.93 1.41 HTML_IMAGE_ONLY_04 0.213 0.4922 0.0013 0.997 0.93 2.90 HTML_SHOUTING9 1.864 4.2983 0.0200 0.995 0.93 1.10 COMPLETELY_FREE 0.211 0.4870 0.0013 0.997 0.93 1.35 WE_HATE_SPAM2 0.211 0.4870 0.0013 0.997 0.93 2.90 REFINANCE_NOW 0.377 0.8720 0.0027 0.997 0.93 2.85 HIDE_WIN_STATUS 0.920 2.1254 0.0080 0.996 0.93 1.10 FREE_QUOTE 1.307 3.0150 0.0133 0.996 0.93 3.02 AS_SEEN_ON 0.348 0.8034 0.0027 0.997 0.93 0.73 SUBJ_YOUR_DEBT 0.475 1.0970 0.0040 0.996 0.93 1.16 WHILE_YOU_SLEEP 0.470 1.0864 0.0040 0.996 0.93 3.48 SUBJ_VIAGRA 0.167 0.3850 0.0013 0.997 0.93 1.46 FROM_AND_TO_SAME 0.448 1.0355 0.0040 0.996 0.92 1.10 INCREASE_SEX 2.221 5.1140 0.0306 0.994 0.92 0.50 HTML_TABLE_THICK_BORDER 1.940 0.0176 3.3959 0.005 0.92 -0.14 MSGID_GOOD_EXCHANGE 0.158 0.3657 0.0013 0.996 0.92 1.30 THIS_IS_AN_AD 0.152 0.3498 0.0013 0.996 0.92 2.80 VERY_SUSP_RECIPS 0.941 2.1694 0.0106 0.995 0.92 3.17 OBFUSCATING_COMMENT 0.839 1.9356 0.0093 0.995 0.92 1.10 HGH 2.097 4.8257 0.0306 0.994 0.92 1.86 FRONTPAGE 1.670 3.8465 0.0226 0.994 0.92 1.49 EXCUSE_15 0.270 0.6223 0.0027 0.996 0.92 0.71 UNSECURED_CREDIT 0.390 0.9001 0.0040 0.996 0.92 1.22 DAILY_PL 1.730 3.9819 0.0240 0.994 0.92 0.50 MAILTO_WITH_SUBJ_REMOVE 1.556 3.5828 0.0213 0.994 0.92 0.50 HTML_COMMENT_SAVED_URL 0.799 1.8424 0.0093 0.995 0.92 1.32 MONEY_BACK 4.614 10.5743 0.1012 0.991 0.92 2.31 BAYES_70 0.377 0.8702 0.0040 0.995 0.92 2.73 INITIAL_INVEST 0.129 0.2971 0.0013 0.996 0.92 1.14 SUBJ_AS_SEEN 1.973 4.5374 0.0306 0.993 0.92 0.50 EXCUSE_19 3.372 0.0439 5.8920 0.007 0.92 -2.60 BAYES_20 0.553 1.2745 0.0067 0.995 0.92 1.75 EXCUSE_12 0.919 2.1166 0.0120 0.994 0.92 0.93 ADVERT_CODE2 0.232 0.5344 0.0027 0.995 0.92 2.80 GET_PAID 0.720 1.6578 0.0093 0.994 0.92 4.30 FORGED_MUA_THEBAT 5.301 12.1249 0.1345 0.989 0.92 0.45 SUBJ_HAS_UNIQ_ID 2.036 4.6798 0.0346 0.993 0.92 0.62 SUBJ_REMOVE 0.499 1.1497 0.0067 0.994 0.92 3.56 HAIR_LOSS 0.108 0.2496 0.0013 0.995 0.92 1.99 INTL_DRIVERS_LICENSE 2.476 5.6854 0.0466 0.992 0.92 0.72 DATE_IN_FUTURE_12_24 0.107 0.2461 0.0013 0.995 0.92 0.70 AMAZING_STUFF 0.105 0.2426 0.0013 0.995 0.92 1.06 MAIL_IN_ORDER_FORM 0.900 2.0709 0.0133 0.994 0.92 2.13 REVERSE_AGING 0.205 0.4711 0.0027 0.994 0.92 2.68 ONLINE_PHARMACY 0.103 0.2373 0.0013 0.994 0.92 2.31 MIME_BOUND_HEX_24 0.369 0.8491 0.0053 0.994 0.92 0.41 SOME_BREAKTHROUGH 0.986 2.2678 0.0160 0.993 0.92 1.95 SUSPICIOUS_RECIPS 0.096 0.2215 0.0013 0.994 0.92 1.68 UNCLAIMED_MONEY 0.358 0.8227 0.0053 0.994 0.92 0.10 FREE_MEMBERSHIP 7.797 17.7329 0.2729 0.985 0.92 0.10 MISSING_MIMEOLE 0.181 0.4166 0.0027 0.994 0.92 2.46 PORN_16 0.584 1.3431 0.0093 0.993 0.92 2.08 ALL_NATURAL 0.155 0.0018 0.2716 0.006 0.92 0.00 HOTMAIL_FOOTER1 2.002 4.5919 0.0413 0.991 0.92 0.50 HTML_IMAGE_RATIO_02 0.826 1.8969 0.0146 0.992 0.92 0.54 MORTGAGE_RATES 0.167 0.3832 0.0027 0.993 0.92 2.62 BANG_QUOTE 0.323 0.7419 0.0053 0.993 0.92 2.80 BUGGY_CGI 0.083 0.1899 0.0013 0.993 0.91 1.33 STRONG_BUY 1.464 3.3595 0.0293 0.991 0.91 0.50 RECEIVE_OFFER 4.930 0.0984 8.5890 0.011 0.91 -0.31 FROM_EGROUPS 0.235 0.5397 0.0040 0.993 0.91 2.62 FORGED_EUDORAMAIL_RCVD 0.452 1.0372 0.0080 0.992 0.91 1.07 CALL_NOW 0.079 0.1811 0.0013 0.993 0.91 1.68 APPLY_FREE 0.445 1.0232 0.0080 0.992 0.91 3.02 SORTED_RECIPS 6.948 15.7991 0.2463 0.985 0.91 0.70 NORMAL_HTTP_TO_IP 3.970 9.0677 0.1092 0.988 0.91 2.17 FORGED_MUA_OUTLOOK 0.076 0.1740 0.0013 0.992 0.91 2.36 READ_TO_END 0.362 0.8315 0.0067 0.992 0.91 2.80 LIVE_PORN 2.288 5.2371 0.0546 0.990 0.91 0.59 HTML_IMAGE_ONLY_06 0.680 1.5611 0.0133 0.992 0.91 0.62 GUARANTEE 0.128 0.0018 0.2236 0.008 0.91 0.00 MSN_FOOTER1 0.146 0.3358 0.0027 0.992 0.91 0.38 X_MAIL_ID_PRESENT 0.146 0.3358 0.0027 0.992 0.91 0.22 X_SERV_HOST_PRESENT 2.234 5.1140 0.0532 0.990 0.91 1.25 MIME_HEADER_CTYPE_ONLY 0.349 0.8016 0.0067 0.992 0.91 2.20 LOW_PAYMENT 0.140 0.3217 0.0027 0.992 0.91 0.00 ONE_TIME 2.505 5.7258 0.0666 0.989 0.91 0.00 BANG_GUARANTEE 2.043 4.6727 0.0519 0.989 0.91 2.80 RCVD_FAKE_HELO_DOTCOM_2 0.816 1.8687 0.0186 0.990 0.91 3.15 BANG_EXERCISE 0.064 0.1459 0.0013 0.991 0.91 2.72 FREE_PREVIEW 0.064 0.1459 0.0013 0.991 0.91 2.73 STOCK_ALERT 0.425 0.0070 0.7415 0.009 0.91 0.00 USER_AGENT_MACOE 0.755 1.7281 0.0173 0.990 0.91 0.95 GUARANTEED_100_PERCENT 0.245 0.5626 0.0053 0.991 0.91 2.80 SUBJECT_APPROVED 0.122 0.2795 0.0027 0.991 0.91 0.00 HTML_IMAGE_AREA_05 0.889 2.0340 0.0213 0.990 0.91 0.68 MLM 0.622 1.4240 0.0146 0.990 0.91 1.13 RATWARE_HASH_2_V2 0.236 0.5397 0.0053 0.990 0.91 2.80 NASTY_GIRLS 0.458 1.0478 0.0106 0.990 0.91 1.05 ONE_TIME_MAILING 0.861 0.0158 1.5003 0.010 0.91 0.00 USER_AGENT_APPLEMAIL 0.707 1.6174 0.0173 0.989 0.91 1.72 PENIS_ENLARGE 4.048 9.2136 0.1371 0.985 0.91 2.08 MARKETING_PARTNERS 1.120 2.5614 0.0293 0.989 0.91 0.52 HTML_SHOUTING4 0.056 0.1283 0.0013 0.990 0.91 1.42 FORWARD_LOOKING 0.055 0.1266 0.0013 0.990 0.91 0.00 ANTISPAM_BILL 0.511 1.1673 0.0133 0.989 0.90 0.00 REPLY_TO_HAS_UNDERLINE_NUMS 0.411 0.9405 0.0106 0.989 0.90 2.75 MILLION_EMAIL 1.464 3.3402 0.0426 0.987 0.90 0.69 MORTGAGE_PITCH 1.457 3.3244 0.0426 0.987 0.90 0.00 HTML_FONT_BIG_B 0.543 1.2411 0.0146 0.988 0.90 2.69 NIGERIAN_BODY 0.486 1.1093 0.0133 0.988 0.90 2.29 LOW_INTEREST 0.097 0.2215 0.0027 0.988 0.90 1.97 FRIEND_AT_PUBLIC 2.301 0.0563 4.0017 0.014 0.90 0.00 QUOTE_TWICE_1 0.191 0.4360 0.0053 0.988 0.90 2.62 TARGETED 0.048 0.1090 0.0013 0.988 0.90 2.51 PORN_6 0.498 1.1357 0.0146 0.987 0.90 1.90 RATWARE_HASH_2 26.491 58.0015 2.6292 0.957 0.90 0.10 MIME_HTML_ONLY 0.090 0.2057 0.0027 0.987 0.90 0.33 COMPARE_RATES 0.917 2.0885 0.0293 0.986 0.90 0.94 OPT_HEADER 0.668 1.5224 0.0213 0.986 0.90 2.80 FORGED_MUA_IMS 0.076 0.0018 0.1318 0.013 0.90 0.00 DISCLAIMER_LEGALESE 0.539 1.2288 0.0173 0.986 0.90 0.00 EXCUSE_13 0.043 0.0984 0.0013 0.987 0.90 2.80 HARDCORE_PORN 0.085 0.1934 0.0027 0.986 0.90 0.00 WHY_PAY_MORE 0.168 0.3832 0.0053 0.986 0.90 2.80 FORGED_JUNO_RCVD 0.604 1.3748 0.0200 0.986 0.90 0.58 HTML_WIN_OPEN 1.410 3.2048 0.0506 0.984 0.90 1.30 USERPASS 0.315 0.7173 0.0106 0.985 0.89 0.00 CLICK_TO_REMOVE_2 0.755 1.7176 0.0266 0.985 0.89 2.10 PENIS_ENLARGE2 6.648 14.9746 0.3421 0.978 0.89 0.40 REMOVE_PAGE 0.190 0.4325 0.0067 0.985 0.89 1.59 RATWARE_EMWAC 0.114 0.2584 0.0040 0.985 0.89 2.59 FROM_NO_USER 0.723 1.6420 0.0266 0.984 0.89 2.24 EXCUSE_REMOVE 0.038 0.0861 0.0013 0.985 0.89 1.58 MSGID_NO_HOST 0.148 0.3358 0.0053 0.984 0.89 1.30 AMATEUR_PORN 0.255 0.5801 0.0093 0.984 0.89 0.00 MILLION_USD 0.771 1.7510 0.0293 0.984 0.89 2.37 FORGED_MUA_EUDORA 0.633 1.4380 0.0240 0.984 0.89 2.80 THIS_AINT_SPAM 0.109 0.2479 0.0040 0.984 0.89 0.00 SUBJ_FOR_ONLY 1.533 3.4738 0.0626 0.982 0.89 0.00 HTML_TITLE_UNTITLED 0.072 0.1635 0.0027 0.984 0.89 0.30 CBYI 0.483 1.0952 0.0186 0.983 0.89 1.73 ACT_NOW_CAPS 0.280 0.6346 0.0106 0.983 0.89 2.27 AOL_USERS_LINK 1.233 2.7952 0.0506 0.982 0.89 0.66 HTTP_USERNAME_USED 0.241 0.5467 0.0093 0.983 0.89 1.13 CREDIT_CARD 7.004 15.7253 0.3994 0.975 0.89 0.37 OFFERS_ETC 0.727 1.6472 0.0293 0.983 0.89 2.80 FORGED_MUA_OIMO 0.069 0.1565 0.0027 0.983 0.89 0.00 HTML_IMAGE_AREA_06 0.068 0.1547 0.0027 0.983 0.89 2.45 JOIN_MILLIONS 0.462 1.0478 0.0186 0.983 0.89 1.92 HTTP_EXCESSIVE_ESCAPES 0.297 0.6733 0.0120 0.983 0.89 0.00 FREE_ACCESS 0.164 0.3727 0.0067 0.982 0.89 0.00 REFINANCE_YOUR_HOME 1.830 4.1366 0.0825 0.980 0.89 0.58 MIME_BOUND_DASH_DIGIT 2.958 6.6751 0.1424 0.979 0.89 0.00 HTML_SHOUTING3 0.260 0.5889 0.0106 0.982 0.89 2.80 MONEY_MAKING 0.098 0.2233 0.0040 0.982 0.89 0.18 STOCK_PICK 0.603 1.3660 0.0253 0.982 0.89 0.29 FROM_WEBMAIL_ENDS_IN_NUMS6 2.453 5.5394 0.1158 0.980 0.89 0.22 HTML_FONT_COLOR_GREEN 0.920 2.0832 0.0399 0.981 0.89 0.00 X_MSMAIL_PRIORITY_HIGH 3.427 7.7229 0.1744 0.978 0.88 0.00 HTML_TAG_BALANCE_BODY 0.095 0.2145 0.0040 0.982 0.88 2.80 WANTS_CREDIT_CARD 0.188 0.4254 0.0080 0.982 0.88 0.41 BANG_BOSS 0.055 0.0018 0.0945 0.018 0.88 -4.39 EVITE 0.155 0.3498 0.0067 0.981 0.88 2.21 PAY_SITE 0.306 0.6926 0.0133 0.981 0.88 1.54 GAPPY_SUBJECT 0.031 0.0703 0.0013 0.981 0.88 0.82 RAPE 0.570 1.2904 0.0253 0.981 0.88 2.05 ADDR_NUMS_AT_BIGSITE 0.092 0.2092 0.0040 0.981 0.88 0.00 SUPPLIES_LIMITED 0.479 1.0829 0.0213 0.981 0.88 0.00 HTML_90_100 1.873 4.2262 0.0905 0.979 0.88 0.00 REMOVE_FROM_LIST 1.463 3.3033 0.0692 0.979 0.88 0.59 BAD_CREDIT 0.866 1.9566 0.0399 0.980 0.88 1.72 BANG_MONEY 0.150 0.3393 0.0067 0.981 0.88 2.80 SAVE_ON_INSURANCE 0.150 0.3393 0.0067 0.981 0.88 0.00 RAZOR2_CF_RANGE_51_60 13.920 30.8036 1.1355 0.964 0.88 0.22 HTML_FONT_BIG 0.148 0.3340 0.0067 0.980 0.88 1.85 FREE_PASSWORD 1.696 3.8254 0.0839 0.979 0.88 0.03 LIMITED_TIME_ONLY 0.059 0.1336 0.0027 0.980 0.88 2.30 WE_PROMISE_YOU 0.030 0.0668 0.0013 0.980 0.88 2.09 WE_HATE_SPAM 3.977 8.9306 0.2263 0.975 0.88 1.11 DATE_IN_FUTURE_06_12 0.873 1.9690 0.0426 0.979 0.88 0.00 OPT_OUT_CAPS 2.073 4.6675 0.1092 0.977 0.88 1.91 X_PRIORITY_HIGH 0.251 0.5661 0.0120 0.979 0.88 1.59 SAVE_THOUSANDS 0.055 0.1248 0.0027 0.979 0.88 1.23 SUBJ_DOUBLE_YOUR 0.136 0.3076 0.0067 0.979 0.88 2.26 RICH 0.027 0.0615 0.0013 0.979 0.88 2.43 INCOME 0.427 0.9616 0.0213 0.978 0.88 0.00 VIAGRA 0.107 0.2408 0.0053 0.978 0.88 2.32 TO_NO_USER 1.795 4.0346 0.0985 0.976 0.87 0.33 HTML_IMAGE_ONLY_10 0.027 0.0598 0.0013 0.978 0.87 2.20 SERIOUS_CASH 3.344 7.4978 0.1984 0.974 0.87 0.00 HTML_TAG_BALANCE_HTML 0.130 0.2936 0.0067 0.978 0.87 2.70 APPLY_ONLINE 0.535 1.2042 0.0280 0.977 0.87 0.00 HTML_FONT_COLOR_UNKNOWN 1.507 3.3859 0.0839 0.976 0.87 0.95 EARN_MONEY 1.738 3.9027 0.0985 0.975 0.87 0.00 SUBJ_FREE_CAP 0.805 1.8107 0.0439 0.976 0.87 0.00 RAZOR2_CF_RANGE_21_30 4.170 9.3244 0.2662 0.972 0.87 0.00 HTML_FONT_COLOR_NAME 0.099 0.2233 0.0053 0.977 0.87 2.70 YOUR_INCOME 1.938 0.0861 3.3400 0.025 0.87 0.00 SIGNATURE_SHORT_SPARSE 1.291 2.8972 0.0745 0.975 0.87 0.00 RAZOR2_CF_RANGE_11_20 3.923 8.7671 0.2556 0.972 0.87 2.70 FORGED_YAHOO_RCVD 2.055 4.6059 0.1238 0.974 0.87 0.00 EXCUSE_10 0.024 0.0545 0.0013 0.976 0.87 2.36 UNIVERSITY_DIPLOMAS 1.049 2.3540 0.0612 0.975 0.87 0.00 BANG_MORE 0.142 0.3200 0.0080 0.976 0.87 0.00 SELECTED_YOU 0.420 0.9440 0.0240 0.975 0.87 1.14 US_DOLLARS 0.211 0.4747 0.0120 0.975 0.87 0.00 GUARANTEED_STUFF 0.163 0.3657 0.0093 0.975 0.87 0.00 RAZOR2_CF_RANGE_81_90 1.105 2.4753 0.0666 0.974 0.87 0.00 HTML_TAG_BALANCE_TABLE 0.452 1.0144 0.0266 0.974 0.87 0.00 HTTP_ESCAPED_HOST 0.197 0.0088 0.3395 0.025 0.87 0.00 USER_AGENT_IMP 0.204 0.4571 0.0120 0.974 0.86 1.53 SUBJ_YOUR_OWN 0.155 0.0070 0.2676 0.026 0.86 0.00 HOTMAIL_FOOTER5 1.418 3.1732 0.0892 0.973 0.86 1.38 DATE_IN_FUTURE_03_06 0.133 0.2989 0.0080 0.974 0.86 1.64 UP_TO_OR_MORES 0.588 1.3167 0.0359 0.973 0.86 1.59 X_LIBRARY 0.242 0.5415 0.0146 0.974 0.86 1.59 SUBJ_BUY 0.154 0.3446 0.0093 0.974 0.86 2.70 NO_STRINGS 0.066 0.1477 0.0040 0.974 0.86 1.45 COMMUNIGATE 1.490 3.3279 0.0985 0.971 0.86 0.00 HTML_TAG_BALANCE_A 4.358 9.6865 0.3222 0.968 0.86 0.00 EXCUSE_14 0.521 1.1656 0.0333 0.972 0.86 0.66 EXTRA_MPART_TYPE 2.622 5.8436 0.1824 0.970 0.86 0.66 REMOVE_SUBJ 0.021 0.0475 0.0013 0.973 0.86 2.58 ADDRESSES_ON_CD 1.625 3.6267 0.1092 0.971 0.86 1.99 PORN_4 0.061 0.1371 0.0040 0.972 0.86 0.00 BARELY_LEGAL 0.617 1.3783 0.0413 0.971 0.86 0.00 BEST_PORN 0.242 0.5397 0.0160 0.971 0.86 0.96 SUBJ_DOLLARS 0.631 1.4082 0.0426 0.971 0.86 0.37 OPT_IN_CAPS 0.415 0.9265 0.0280 0.971 0.86 0.98 NO_EXPERIENCE 5.250 11.6203 0.4260 0.965 0.85 0.10 HTML_FONT_COLOR_UNSAFE 0.787 1.7545 0.0546 0.970 0.85 0.11 RCVD_IN_ORBS 0.557 1.2411 0.0386 0.970 0.85 0.00 DO_IT_TODAY 1.426 3.1749 0.1025 0.969 0.85 1.98 FORGED_RCVD_TRAIL 0.155 0.3463 0.0106 0.970 0.85 2.70 MIME_DEFICIENT_QP 4.320 9.5617 0.3501 0.965 0.85 0.00 MISSING_OUTLOOK_NAME 0.133 0.2971 0.0093 0.970 0.85 0.58 FREE_INVESTMENT 0.903 2.0094 0.0652 0.969 0.85 0.00 LOW_PRICE 0.094 0.2092 0.0067 0.969 0.85 0.63 BUY_DIRECT 0.223 0.4958 0.0160 0.969 0.85 0.62 CELL_PHONE_BOOST 0.032 0.0018 0.0546 0.031 0.85 0.00 PATCH_CONTEXT_DIFF 0.834 1.8529 0.0626 0.967 0.85 0.80 ADULT_SITE 1.055 2.3416 0.0799 0.967 0.85 0.29 SUB_FREE_OFFER 1.001 2.2239 0.0759 0.967 0.85 0.00 LOTS_OF_STUFF 16.829 36.4309 1.9849 0.948 0.85 0.10 HTML_LINK_CLICK_HERE 1.604 3.5564 0.1251 0.966 0.85 0.27 HTML_IMAGE_RATIO_04 0.125 0.2778 0.0093 0.968 0.85 2.56 PRINT_FORM_SIGNATURE 0.301 0.6680 0.0226 0.967 0.85 1.92 WEIRD_QUOTING 0.213 0.4729 0.0160 0.967 0.85 0.00 UPPERCASE_75_100 0.450 0.9985 0.0346 0.966 0.84 0.84 ADDR_FREE 0.208 0.4624 0.0160 0.967 0.84 0.00 URGENT_BIZ 0.017 0.0387 0.0013 0.967 0.84 0.00 NIGERIAN_SUBJECT6 0.275 0.6100 0.0213 0.966 0.84 0.00 RAZOR2_CF_RANGE_41_50 0.257 0.5696 0.0200 0.966 0.84 0.68 OPPORTUNITY 0.540 1.1972 0.0426 0.966 0.84 0.00 HTML_TAG_BALANCE_HEAD 3.457 7.6227 0.3022 0.962 0.84 0.27 MAILTO_TO_REMOVE 0.552 1.2218 0.0439 0.965 0.84 0.00 DEAR_FRIEND 0.067 0.1477 0.0053 0.965 0.84 1.55 NUMERIC_HTTP_ADDR 0.033 0.0738 0.0027 0.965 0.84 1.26 LYING_EYES 0.345 0.7630 0.0280 0.965 0.84 0.00 REPLY_REMOVE_SUBJECT 0.247 0.5467 0.0200 0.965 0.84 0.00 HTML_WIN_FOCUS 0.049 0.1090 0.0040 0.965 0.84 0.80 PROMOTION 0.260 0.5749 0.0213 0.964 0.84 0.00 HTML_IMAGE_AREA_04 0.065 0.1442 0.0053 0.964 0.84 1.59 MEET_SINGLES 0.096 0.2127 0.0080 0.964 0.84 0.47 BEEN_TURNED_DOWN 1.664 3.6672 0.1464 0.962 0.84 0.00 HTML_FONT_COLOR_MAGENTA 0.032 0.0703 0.0027 0.964 0.84 1.95 FREE_LEADS 0.158 0.3498 0.0133 0.963 0.84 0.02 CELEBRITY_PORN 1.444 3.1820 0.1278 0.961 0.83 0.00 HTML_FONT_COLOR_CYAN 0.031 0.0686 0.0027 0.963 0.83 2.43 DATE_IN_FUTURE_48_96 0.108 0.2391 0.0093 0.962 0.83 1.44 BANKRUPTCY 0.078 0.0053 0.1331 0.038 0.83 0.00 FAILURE_NOTICE_2 0.152 0.3340 0.0133 0.962 0.83 1.71 MUST_BE_18 2.053 4.5075 0.1944 0.959 0.83 0.00 MIME_MISSING_BOUNDARY 0.059 0.1301 0.0053 0.961 0.83 0.00 BILLION_DOLLARS 5.564 12.1390 0.5857 0.954 0.83 0.33 HTML_70_80 1.330 2.9218 0.1251 0.959 0.83 0.00 RCVD_IN_RELAYS_ORDB_ORG 0.145 0.3200 0.0133 0.960 0.83 0.00 SUBJ_2_CREDIT 0.073 0.1600 0.0067 0.960 0.83 0.33 FIND_ANYTHING 5.054 11.0209 0.5352 0.954 0.83 0.10 HTML_TAG_EXISTS_TBODY 0.384 0.8438 0.0359 0.959 0.83 0.00 HTML_SHOUTING5 2.501 5.4744 0.2489 0.957 0.83 0.00 DIET 0.048 0.0035 0.0825 0.041 0.82 -0.15 APPROVED_BY 0.085 0.1863 0.0080 0.959 0.82 1.18 THE_FOLLOWING_FORM 5.626 12.2392 0.6177 0.952 0.82 0.81 X_NJABL_OPEN_PROXY 0.714 1.5646 0.0692 0.958 0.82 1.65 HOME_EMPLOYMENT 0.055 0.1213 0.0053 0.958 0.82 0.00 PRIZE 0.014 0.0299 0.0013 0.957 0.82 0.00 VERB_UP_TO_OR_MORES 3.417 0.2795 5.7921 0.046 0.82 -0.93 BAYES_30 0.983 2.1500 0.0998 0.956 0.82 0.89 HTML_IMAGE_RATIO_08 0.582 1.2728 0.0586 0.956 0.82 0.00 SAVINGS 0.023 0.0018 0.0386 0.044 0.82 0.00 HOTMAIL_FOOTER4 0.973 2.1272 0.0998 0.955 0.82 0.35 DATE_MISSING 0.238 0.5204 0.0240 0.956 0.82 2.56 SUB_HELLO 0.430 0.9405 0.0439 0.955 0.82 0.93 WHY_WAIT 0.194 0.4237 0.0200 0.955 0.81 0.32 ITS_LEGAL 2.210 4.8099 0.2410 0.952 0.81 0.00 HTML_IMAGE_ONLY_08 0.295 0.6434 0.0306 0.955 0.81 0.00 HTML_EMBEDS 0.039 0.0844 0.0040 0.955 0.81 2.20 USER_4U2 1.308 2.8515 0.1398 0.953 0.81 0.30 REMOVE_IN_QUOTES 0.154 0.3358 0.0160 0.955 0.81 0.00 MIME_BOUND_MA 0.204 0.4448 0.0213 0.954 0.81 0.00 RAZOR2_CF_RANGE_31_40 0.127 0.2760 0.0133 0.954 0.81 0.00 NO_QS_ASKED 4.502 9.7410 0.5352 0.948 0.81 0.16 EXCUSE_3 1.326 2.8831 0.1464 0.952 0.81 0.00 HTML_TAG_BALANCE_FONT 0.211 0.4588 0.0226 0.953 0.81 0.88 EXTRA_CASH 0.272 0.5924 0.0293 0.953 0.81 0.23 FULL_REFUND 0.161 0.3498 0.0173 0.953 0.81 0.00 FREE_SAMPLE 0.196 0.4272 0.0213 0.953 0.81 0.89 ACCEPT_CREDIT_CARDS 2.221 4.8187 0.2543 0.950 0.81 0.44 PRIORITY_NO_NAME 1.072 2.3293 0.1198 0.951 0.81 0.00 ORDER_NOW 0.753 1.6367 0.0839 0.951 0.81 0.00 OPT_OUT 0.158 0.3428 0.0173 0.952 0.81 2.60 ROUND_THE_WORLD_LOCAL 4.024 8.6933 0.4886 0.947 0.80 0.00 FROM_HAS_MIXED_NUMS 3.261 7.0496 0.3914 0.947 0.80 0.00 HTML_FONT_COLOR_YELLOW 1.273 2.7601 0.1464 0.950 0.80 0.00 TO_HAS_SPACES 12.736 27.1012 1.8584 0.936 0.80 0.10 HTML_FONT_COLOR_RED 0.164 0.3569 0.0186 0.950 0.80 0.00 RAZOR2_CF_RANGE_61_70 1.333 2.8866 0.1571 0.948 0.80 0.92 US_DOLLARS_3 1.348 2.9148 0.1624 0.947 0.80 1.35 SEMIFORGED_HOTMAIL_RCVD 0.136 0.2936 0.0160 0.948 0.80 2.29 NEW_DOMAIN_EXTENSIONS 0.248 0.5362 0.0293 0.948 0.80 0.48 VACATION_SCAM 1.798 3.8817 0.2210 0.946 0.80 0.95 NO_COST 3.682 0.3621 6.1955 0.055 0.80 0.00 USER_AGENT 1.674 3.6109 0.2077 0.946 0.79 0.00 HTML_IMAGE_ONLY_12 0.206 0.0193 0.3474 0.053 0.79 0.00 MAILER_DAEMON 1.709 3.6848 0.2130 0.945 0.79 0.00 HTML_EVENT 1.194 2.5755 0.1478 0.946 0.79 0.00 FOR_JUST_SOME_AMT 4.389 9.4141 0.5831 0.942 0.79 0.32 HTML_FONT_FACE_ODD 5.820 12.4519 0.7987 0.940 0.79 0.10 HTML_FONT_COLOR_GRAY 0.676 1.4574 0.0839 0.946 0.79 0.00 X_OSIRU_OPEN_RELAY 1.376 2.9622 0.1744 0.944 0.79 0.00 WEIRD_PORT 7.953 16.9330 1.1528 0.936 0.79 0.10 HTML_60_70 1.755 0.1776 2.9487 0.057 0.79 -0.40 X_AUTH_WARNING 1.750 3.7586 0.2290 0.943 0.79 0.75 RISK_FREE 1.046 2.2467 0.1371 0.942 0.79 0.00 HTML_EVENT_UNSAFE 0.093 0.2004 0.0120 0.944 0.79 1.05 MIME_BOUND_DIGITS_4 1.083 2.3241 0.1424 0.942 0.78 0.00 WORK_AT_HOME 0.260 0.0264 0.4366 0.057 0.78 -0.14 FORGOTTEN_PASSWORD 0.102 0.2197 0.0133 0.943 0.78 2.40 DRASTIC_REDUCED 1.043 2.2379 0.1384 0.942 0.78 0.00 REMOVAL_INSTRUCTIONS 2.176 4.6569 0.2982 0.940 0.78 0.00 HTTP_WITH_EMAIL_IN_URL 5.266 11.2090 0.7655 0.936 0.78 0.10 OFFER 0.034 0.0035 0.0572 0.058 0.78 -0.40 Q_FOR_SELLER 0.713 1.5277 0.0958 0.941 0.78 1.17 TONER 11.680 24.5750 1.9156 0.928 0.78 0.10 HTML_FONT_COLOR_BLUE 37.899 76.3022 8.8180 0.896 0.78 0.00 HTML_MESSAGE 0.049 0.1055 0.0067 0.941 0.78 2.32 FREE_WEBSITE 0.230 0.4922 0.0319 0.939 0.77 0.00 FROM_STARTS_WITH_NUMS 1.900 4.0434 0.2769 0.936 0.77 0.00 NO_OBLIGATION 2.026 4.3088 0.2969 0.936 0.77 0.16 MIME_BOUND_NEXTPART 0.578 1.2324 0.0825 0.937 0.77 0.00 ALL_CAP_PORN 1.135 2.4155 0.1651 0.936 0.77 0.00 MIME_HTML_NO_CHARSET 0.278 0.5924 0.0399 0.937 0.77 0.96 OPPORTUNITY_2 0.111 0.2356 0.0160 0.936 0.77 0.00 FANTASTIC 0.064 0.1371 0.0093 0.936 0.77 2.46 DISGUISE_PORN 1.827 3.8746 0.2769 0.933 0.76 0.00 HTML_FONT_FACE_BAD 5.376 0.6803 8.9325 0.071 0.76 0.00 HAS_ORGANIZATION 0.062 0.1318 0.0093 0.934 0.76 2.50 OFFSHORE_SCAM 0.517 1.0952 0.0785 0.933 0.76 2.50 FORGED_MUA_MOZILLA 0.044 0.0932 0.0067 0.933 0.76 0.00 GET_IT_NOW 0.017 0.0369 0.0027 0.933 0.76 2.50 NO_AGE 0.017 0.0369 0.0027 0.933 0.76 2.48 NO_FORMS 6.753 14.1431 1.1568 0.924 0.76 0.10 HTML_50_60 0.895 1.8916 0.1398 0.931 0.76 1.84 BULK_EMAIL 0.342 0.7225 0.0532 0.931 0.76 0.00 HTML_RELAYING_FRAME 0.425 0.8983 0.0666 0.931 0.76 1.86 DEAR_SOMETHING 1.364 2.8761 0.2183 0.929 0.75 0.47 MANY_EXCLAMATIONS 0.051 0.1072 0.0080 0.931 0.75 1.09 URI_IS_POUND 0.201 0.4237 0.0319 0.930 0.75 1.38 LARGE_HEX 1.236 2.6018 0.2023 0.928 0.75 0.51 HOT_NASTY 0.049 0.1037 0.0080 0.928 0.75 1.88 REPLY_TO_EMPTY 0.196 0.4131 0.0319 0.928 0.75 0.07 FROM_ALL_NUMS 0.911 1.9145 0.1504 0.927 0.75 0.83 INVALID_MSGID 3.529 0.4747 5.8414 0.075 0.75 0.00 SIGNATURE_SHORT_DENSE 2.175 4.5620 0.3674 0.925 0.75 0.49 SUBJ_ALL_CAPS 3.556 7.4328 0.6203 0.923 0.74 1.10 BAYES_60 0.256 0.5379 0.0426 0.927 0.74 0.00 FREE_DVD 0.072 0.1512 0.0120 0.927 0.74 0.74 SEDUCTION 0.039 0.0826 0.0067 0.925 0.74 0.00 HIDDEN_CHARGES 0.445 0.9317 0.0772 0.923 0.74 2.50 TO_EMPTY 0.085 0.1776 0.0146 0.924 0.74 2.50 NIGERIAN_SUBJECT2 13.742 28.0840 2.8821 0.907 0.74 0.64 FROM_ENDS_IN_NUMS 0.561 1.1708 0.0985 0.922 0.73 0.00 CASHCASHCASH 4.939 10.2315 0.9319 0.917 0.73 0.00 HTML_WITH_BGCOLOR 0.061 0.1266 0.0106 0.922 0.73 0.80 X_ESMTP 3.733 7.7369 0.7016 0.917 0.73 0.00 ONLY_COST 0.112 0.0158 0.1850 0.079 0.73 0.00 YAHOO_MSGID_ADDED 0.049 0.0070 0.0812 0.080 0.73 0.00 FAILURE_NOTICE_1 0.411 0.8544 0.0745 0.920 0.73 0.00 UPPERCASE_50_75 11.435 23.3462 2.4162 0.906 0.73 0.10 HTML_WEB_BUGS 3.595 7.4346 0.6882 0.915 0.73 0.00 MSGID_HAS_NO_AT 0.073 0.1512 0.0133 0.919 0.73 0.00 SHOPPING_SPREE 0.547 1.1357 0.1012 0.918 0.72 0.00 HTML_IMAGE_RATIO_14 0.401 0.8315 0.0745 0.918 0.72 0.00 FROM_HAS_UNDERLINE_NUMS 0.248 0.5151 0.0466 0.917 0.72 0.00 HTML_TAG_EXISTS_PARAM 4.006 8.2450 0.7961 0.912 0.72 0.59 INVALID_DATE 0.035 0.0721 0.0067 0.915 0.72 1.60 HERBAL_VIAGRA 20.130 40.1016 5.0067 0.889 0.71 0.00 CLICK_BELOW 0.007 0.0141 0.0013 0.914 0.71 0.00 SERIOUS_ONLY 0.600 1.2359 0.1185 0.913 0.71 0.00 RAZOR2_CF_RANGE_01_10 1.252 2.5755 0.2503 0.911 0.71 0.00 UNSUB_SCRIPT 0.545 1.1216 0.1078 0.912 0.71 0.69 SATISFACTION 0.235 0.4834 0.0466 0.912 0.71 0.00 CONGRATULATIONS 0.255 0.5239 0.0506 0.912 0.71 0.00 HTML_WIN_BLUR 1.660 3.4052 0.3381 0.910 0.71 1.61 TO_MALFORMED 0.524 1.0741 0.1078 0.909 0.70 0.00 HTML_TAG_EXISTS_BASE 0.636 1.3009 0.1331 0.907 0.70 1.09 EXCUSE_11 0.127 0.0211 0.2063 0.093 0.70 0.00 X_ACCEPT_LANG 1.024 2.0885 0.2183 0.905 0.70 0.00 EXCUSE_7 0.433 0.8808 0.0932 0.904 0.69 0.00 FOR_INSTANT_ACCESS 0.431 0.8772 0.0932 0.904 0.69 0.00 INSTANT_ACCESS 0.055 0.1125 0.0120 0.904 0.69 1.28 EXCUSE_6 0.073 0.1477 0.0160 0.902 0.69 0.00 NO_DISAPPOINTMENT 3.141 6.3235 0.7308 0.896 0.68 0.00 HTML_FONT_INVISIBLE 4.779 9.5828 1.1409 0.894 0.68 0.74 HTML_40_50 1.314 2.6440 0.3062 0.896 0.68 0.00 HTML_IMAGE_RATIO_06 0.058 0.1160 0.0133 0.897 0.67 2.30 ROUND_THE_WORLD 2.046 4.1084 0.4846 0.894 0.67 0.00 SAVE_MONEY 1.111 2.2291 0.2636 0.894 0.67 2.03 PLING_PLING 1.160 2.3241 0.2782 0.893 0.67 0.00 HTML_COMMENT_EMAIL 0.940 1.8811 0.2276 0.892 0.67 0.00 SAVE_UP_TO 0.944 1.8863 0.2303 0.891 0.66 0.51 NO_FEE 0.623 1.2447 0.1518 0.891 0.66 0.00 HTML_IMAGE_RATIO_12 3.194 6.3411 0.8107 0.887 0.66 0.63 HTML_30_40 1.495 2.9763 0.3727 0.889 0.66 0.00 HTML_FONT_COLOR_NOHASH 0.233 0.4641 0.0572 0.890 0.66 0.00 BE_AMAZED 9.804 19.1955 2.6931 0.877 0.66 0.00 MAILTO_LINK 4.079 8.0622 1.0636 0.883 0.66 0.50 HTML_80_90 3.467 6.8298 0.9199 0.881 0.65 0.00 MAILTO_WITH_SUBJ 0.305 0.6048 0.0785 0.885 0.65 0.00 DOMAIN_4U2 0.020 0.0404 0.0053 0.884 0.64 0.26 LUXURY_CAR 0.264 0.5221 0.0692 0.883 0.64 1.61 FROM_NO_LOWER 0.015 0.0299 0.0040 0.882 0.64 0.00 ONCE_IN_LIFETIME 0.758 1.4925 0.2023 0.881 0.64 0.56 DATE_IN_PAST_96_XX 2.608 5.1087 0.7149 0.877 0.64 0.06 DATE_IN_PAST_06_12 0.233 0.4571 0.0626 0.880 0.64 0.52 SEE_FOR_YOURSELF 4.467 8.6915 1.2687 0.873 0.63 0.00 X_OSIRU_SPAMWARE_SITE 2.043 3.9819 0.5751 0.874 0.63 0.00 HTML_TITLE_EMPTY 0.689 1.3466 0.1917 0.875 0.63 0.00 HTML_IMAGE_RATIO_10 1.991 3.8711 0.5671 0.872 0.63 0.00 EXCUSE_16 0.677 1.3132 0.1944 0.871 0.62 0.00 MIME_EXCESSIVE_QP 2.002 3.8711 0.5871 0.868 0.62 0.00 EXCUSE_1 0.193 0.3745 0.0559 0.870 0.62 0.00 YOU_WON 0.527 1.0196 0.1544 0.868 0.61 0.00 LARGE_COLLECTION 0.041 0.0791 0.0120 0.868 0.61 1.13 CASH_BONUS 1.999 3.8342 0.6097 0.863 0.61 0.00 HTML_JAVASCRIPT 0.058 0.1108 0.0173 0.865 0.60 0.00 LINK_TO_NO_SCHEME 2.576 4.9259 0.7974 0.861 0.60 0.97 UPPERCASE_25_50 1.651 3.1626 0.5072 0.862 0.60 0.00 TO_ADDRESS_EQ_REAL 18.111 33.6076 6.3765 0.841 0.60 0.84 RCVD_IN_NJABL 0.583 1.1163 0.1784 0.862 0.60 0.00 PLING_QUERY 0.320 0.6135 0.0985 0.862 0.60 0.00 WHILE_SUPPLIES 0.129 0.2461 0.0399 0.860 0.60 0.00 RAZOR2_CF_RANGE_71_80 3.648 6.9036 1.1835 0.854 0.59 0.00 LINES_OF_YELLING_2 0.101 0.1916 0.0319 0.857 0.59 0.00 JAVASCRIPT_URI 2.237 4.2350 0.7242 0.854 0.59 0.00 LINES_OF_YELLING_3 0.087 0.0229 0.1358 0.144 0.59 -0.14 USER_AGENT_GNUS_XM 0.042 0.0791 0.0133 0.856 0.59 0.00 HTML_IMAGE_AREA_07 29.719 53.1952 11.9424 0.817 0.58 0.86 RCVD_IN_OSIRUSOFT_COM 1.873 3.5195 0.6257 0.849 0.58 0.00 MISSING_HEADERS 2.974 5.5711 1.0077 0.847 0.58 0.27 DATE_IN_PAST_03_06 0.341 0.0932 0.5285 0.150 0.57 0.00 HTML_COMMENT_EGP 0.128 0.2391 0.0439 0.845 0.56 0.00 DIRECT_EMAIL 0.617 0.1793 0.9492 0.159 0.56 0.00 X_LOOP 0.004 0.0070 0.0013 0.841 0.56 0.00 OUR_COMPENSATION 0.158 0.2936 0.0559 0.840 0.55 0.37 NO_PURCHASE 3.264 6.0141 1.1808 0.836 0.55 0.00 UNSUB_PAGE 0.152 0.2813 0.0546 0.837 0.55 0.00 LONG_DISTANCE 0.081 0.1494 0.0293 0.836 0.55 0.00 DOMAIN_SUBJECT 8.569 15.5090 3.3134 0.824 0.54 0.00 LINES_OF_YELLING 2.456 4.4917 0.9145 0.831 0.54 0.37 FOR_FREE 0.546 0.9827 0.2157 0.820 0.52 0.00 ASCII_FORM_ENTRY 2.398 4.2948 0.9611 0.817 0.52 0.00 DATE_IN_PAST_12_24 0.100 0.1793 0.0399 0.818 0.51 0.00 DONT_DELETE 2.266 4.0399 0.9225 0.814 0.51 1.47 HTML_20_30 0.173 0.3094 0.0706 0.814 0.50 2.00 SEARCH_ENGINE_PROMO 0.300 0.5344 0.1225 0.814 0.50 0.00 DOMAIN_BODY 0.061 0.1072 0.0253 0.809 0.50 0.00 MASS_EMAIL 2.980 5.2300 1.2766 0.804 0.49 0.79 MSG_ID_ADDED_BY_MTA_2 0.025 0.0439 0.0106 0.805 0.49 2.00 START_NOW_CAPS 0.003 0.0053 0.0013 0.798 0.48 0.00 EXCUSE_8 0.238 0.4131 0.1052 0.797 0.47 0.00 ASKS_BILLING_ADDRESS 0.586 1.0161 0.2596 0.797 0.47 0.00 SAVE_BUCKS 1.440 2.4840 0.6496 0.793 0.47 0.00 CALL_FREE 0.651 1.1146 0.2995 0.788 0.46 0.00 HTML_FONT_FACE_CAPS 0.626 0.2549 0.9066 0.219 0.45 0.00 FWD_MSG 0.848 1.4205 0.4140 0.774 0.44 0.00 GREAT_OFFER 0.041 0.0686 0.0200 0.774 0.43 1.90 MARKET_SOLUTION 3.264 5.4252 1.6281 0.769 0.43 0.68 MAILTO_TO_SPAM_ADDR 1.152 1.9232 0.5684 0.772 0.43 0.00 FREE_TRIAL 0.133 0.0563 0.1917 0.227 0.43 0.00 RESENT_TO 0.011 0.0176 0.0053 0.768 0.42 0.00 NEW_CUSTOMER 20.664 32.6741 11.5696 0.739 0.42 1.15 NO_REAL_NAME 3.268 1.4750 4.6260 0.242 0.41 0.00 X_OSIRU_DUL_FH 0.398 0.6487 0.2077 0.757 0.41 0.34 MSGID_CHARS_SPAM 0.064 0.1037 0.0333 0.757 0.41 1.80 X_GCMULTI 0.099 0.1617 0.0519 0.757 0.41 0.00 INCREASE_SOMETHING 0.010 0.0158 0.0053 0.748 0.39 0.00 PHONE_CANCER 0.436 0.6891 0.2436 0.739 0.38 0.00 EARN_PER_WEEK 0.017 0.0264 0.0093 0.739 0.38 0.00 RATWARE_SCREWUP_2 0.965 1.5066 0.5551 0.731 0.37 0.00 SMTPD_IN_RCVD 0.002 0.0035 0.0013 0.725 0.36 0.00 NO_MIDDLEMAN 0.002 0.0035 0.0013 0.725 0.36 0.00 NATURAL_VIAGRA 0.249 0.3832 0.1478 0.722 0.35 0.00 DATE_IN_FUTURE_96_XX 6.943 10.2421 4.4449 0.697 0.33 0.90 MSG_ID_ADDED_BY_MTA_3 5.865 8.6704 3.7407 0.699 0.33 1.09 RCVD_IN_RFCI 0.772 1.1427 0.4912 0.699 0.32 0.00 DATE_IN_PAST_24_48 1.551 2.2766 1.0024 0.694 0.32 1.21 HTML_10_20 1.283 0.7524 1.6840 0.309 0.31 0.00 USER_AGENT_MOZILLA_XM 2.888 4.1911 1.9010 0.688 0.31 0.76 OPT_IN 0.004 0.0053 0.0027 0.665 0.27 0.00 CONFIDENTIAL_ORDER 0.165 0.2285 0.1171 0.661 0.27 0.00 MARKETING 5.040 6.8157 3.6955 0.648 0.26 0.00 MIME_LONG_LINE_QP 1.393 1.7685 1.1089 0.615 0.22 0.00 HTML_00_10 0.591 0.7507 0.4699 0.615 0.22 0.00 UNDISC_RECIPS 1.875 2.2766 1.5708 0.592 0.20 0.00 X_NJABL_DIALUP 12.107 13.5998 10.9759 0.553 0.18 0.00 RCVD_IN_UNCONFIRMED_DSBL 0.008 0.0088 0.0067 0.569 0.17 0.00 WORRY_FREE 0.002 0.0018 0.0013 0.569 0.17 0.00 BUY_JUDGEMENTS 1.958 2.1993 1.7745 0.553 0.16 0.00 EMAIL_MARKETING 0.594 0.5977 0.5911 0.503 0.12 0.00 US_DOLLARS_2 0.000 0.0000 0.0000 0.500 0.12 0.00 SMIME_SIGNATURE 0.000 0.0000 0.0000 0.500 0.12 0.00 EXCUSE_2 0.000 0.0000 0.0000 0.500 0.12 0.00 SPAM_FORM_INPUT 0.000 0.0000 0.0000 0.500 0.12 0.00 SPAM_FORM_RETURN 0.000 0.0000 0.0000 0.500 0.12 0.00 MAILMAN_CONFIRM 0.000 0.0000 0.0000 0.500 0.12 0.00 SPAM_FORM_ACTION 0.000 0.0000 0.0000 0.500 0.12 0.00 RCVD_IN_VISI 0.000 0.0000 0.0000 0.500 0.12 4.00 HABEAS_HIL 0.000 0.0000 0.0000 0.500 0.12 0.00 RCVD_IN_RSS 0.000 0.0000 0.0000 0.500 0.12 0.00 RCVD_IN_DUL_FH 0.000 0.0000 0.0000 0.500 0.12 8.00 HABEAS_VIOLATOR 0.000 0.0000 0.0000 0.500 0.12 0.00 RCVD_IN_BL_SPAMCOP_NET 0.000 0.0000 0.0000 0.500 0.12 0.00 RCVD_IN_RBL 0.000 0.0000 0.0000 0.500 0.12 0.00 PORN_GALLERIES 0.000 0.0000 0.0000 0.500 0.12 0.00 NO_SELLING 0.000 0.0000 0.0000 0.500 0.12 0.00 NO_DNS_FOR_FROM 0.000 0.0000 0.0000 0.500 0.12 0.00 WWW_AUTOREMOVE_COM 0.000 0.0000 0.0000 0.500 0.12 0.00 VAR_REF_IN_RECEIVED 0.000 0.0000 0.0000 0.500 0.12 0.00 EXPERTS_SHOW_HOW 0.000 0.0000 0.0000 0.500 0.12 0.00 RAZOR_CHECK 0.000 0.0000 0.0000 0.500 0.12 0.00 DATE_IN_PAST_48_96 0.000 0.0000 0.0000 0.500 0.12 0.00 PRIORITY_MAIL 0.000 0.0000 0.0000 0.500 0.12 0.00 RCVD_IN_DUL 0.000 0.0000 0.0000 0.500 0.12 0.00 MANY_FROMS 0.000 0.0000 0.0000 0.500 0.12 0.00 RATWARE_LC_OUTLOOK 0.000 0.0000 0.0000 0.500 0.12 0.00 POST_IN_RCVD 0.000 0.0000 0.0000 0.500 0.12 0.00 WWW_CLIK4YOU_COM 0.000 0.0000 0.0000 0.500 0.12 0.00 DISCONTINUE 0.000 0.0000 0.0000 0.500 0.12 4.50 TOO_MANY_MUA 0.000 0.0000 0.0000 0.500 0.12 0.00 X_OSIRU_SPAM_SRC 0.000 0.0000 0.0000 0.500 0.12 0.00 SUBJ_RIPPED 0.000 0.0000 0.0000 0.500 0.12 0.00 HTML_IMAGE_AREA_09 0.000 0.0000 0.0000 0.500 0.12 0.00 RATWARE_DIFFOND 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_40 0.000 0.0000 0.0000 0.500 0.12 0.00 TO_INVESTORS 0.000 0.0000 0.0000 0.500 0.12 0.00 ENHANCE_WEBSITE 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_44 0.000 0.0000 0.0000 0.500 0.12 0.00 SPAM_FORM 0.000 0.0000 0.0000 0.500 0.12 0.00 X_FIX_PRESENT 0.000 0.0000 0.0000 0.500 0.12 0.00 OUR_PUBLICATIONS 0.000 0.0000 0.0000 0.500 0.12 0.00 MARKUP_SSPL 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_50 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_56 0.000 0.0000 0.0000 0.500 0.12 0.00 SUBJECT_IS_IN_REVIEW 0.000 0.0000 0.0000 0.500 0.12 0.00 MSN_GROUPS 0.000 0.0000 0.0000 0.500 0.12 0.00 INTL_EXEC_GUILD 0.000 0.0000 0.0000 0.500 0.12 0.00 HOTMAIL_FOOTER2 0.000 0.0000 0.0000 0.500 0.12 0.00 HOTMAIL_FOOTER3 1.528 1.4257 1.6055 0.470 0.10 0.00 X_OSIRU_DUL 6.557 3.2101 9.0922 0.261 0.02 0.00 RCVD_IN_MULTIHOP_DSBL 0.070 0.0352 0.0972 0.266 0.02 0.00 BAD_HELO_WARNING 0.001 0.0000 0.0013 0.000 0.00 0.00 IN_ACCORDANCE_WITH_LAWS 0.001 0.0000 0.0013 0.000 0.00 0.00 MONSTERHUT Rule file versions for which these results apply: (SpamAssassin Version string: 2.54) -rw-r--r-- 1 felicity fame 6136 Mar 17 18:56 10_misc.cf -rw-r--r-- 1 felicity fame 4856 Apr 19 01:26 20_anti_ratware.cf -rw-r--r-- 1 felicity fame 9210 Mar 17 18:56 20_body_tests.cf -rw-r--r-- 1 felicity fame 13610 Apr 19 01:31 20_compensate.cf -rw-r--r-- 1 felicity fame 36842 Apr 19 01:27 20_head_tests.cf -rw-r--r-- 1 felicity fame 12574 Apr 19 01:27 20_html_tests.cf -rw-r--r-- 1 felicity fame 8510 Apr 19 01:32 20_meta_tests.cf -rw-r--r-- 1 felicity fame 42814 Mar 17 18:56 20_phrases.cf -rw-r--r-- 1 felicity fame 5707 Mar 17 18:56 20_porn.cf -rw-r--r-- 1 felicity fame 7949 Mar 17 18:56 20_ratware.cf -rwxr-xr-x 1 felicity fame 5007 Mar 17 18:56 20_uri_tests.cf -rw-r--r-- 1 felicity fame 3207 Mar 17 18:56 23_bayes.cf -rw-r--r-- 1 felicity fame 8807 Mar 17 18:56 25_body_tests_es.cf -rw-r--r-- 1 felicity fame 10974 Mar 17 18:56 25_body_tests_pl.cf -rw-r--r-- 1 felicity fame 1102 Mar 17 18:56 25_head_tests_es.cf -rw-r--r-- 1 felicity fame 971 Mar 17 18:56 25_head_tests_pl.cf -rw-r--r-- 1 felicity fame 9174 Mar 17 18:56 30_text_de.cf -rw-r--r-- 1 felicity fame 6268 Mar 17 18:56 30_text_es.cf -rw-r--r-- 1 felicity fame 33705 Mar 17 18:56 30_text_fr.cf -rw-r--r-- 1 felicity fame 21646 Mar 17 18:56 30_text_it.cf -rw-r--r-- 1 felicity fame 5458 Mar 17 18:56 30_text_pl.cf -rw-r--r-- 1 felicity fame 38337 Apr 22 07:44 50_scores.cf -rw-r--r-- 1 felicity fame 4313 Mar 17 18:56 60_whitelist.cf -rw-r--r-- 1 felicity fame 19431 Mar 17 18:56 70_broken_rules.cf -rw-r--r-- 1 felicity fame 5648 Mar 17 18:57 70_cvs_rules_under_test.cf -rw-r--r-- 1 felicity fame 267 Dec 22 07:18 local.cf -rw-r--r-- 1 felicity fame 5577 Mar 17 18:57 regression_tests.cf