STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 80750 46.56% (99.93% of non-spam corpus) # Correctly spam: 87718 50.58% (94.72% of spam corpus) # False positives: 60 0.03% (0.07% of nonspam, 3959 weighted) # False negatives: 4892 2.82% (5.28% of spam, 15334 weighted) # Average score for spam: 19.7 nonspam: -1.5 # Average for false-pos: 5.8 false-neg: 3.1 # TOTAL: 173420 100.00% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 12326 7.11% (15.25% of non-spam corpus) # Correctly spam: 92610 53.40% (100.00% of spam corpus) # False positives: 68484 39.49% (84.75% of nonspam, -550970 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # SUMMARY for threshold -3.0: # Correctly non-spam: 17853 10.29% (22.09% of non-spam corpus) # Correctly spam: 92610 53.40% (100.00% of spam corpus) # False positives: 62957 36.30% (77.91% of nonspam, -334093 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # SUMMARY for threshold -2.0: # Correctly non-spam: 27159 15.66% (33.61% of non-spam corpus) # Correctly spam: 92610 53.40% (100.00% of spam corpus) # False positives: 53651 30.94% (66.39% of nonspam, -59531 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # SUMMARY for threshold -1.0: # Correctly non-spam: 40008 23.07% (49.51% of non-spam corpus) # Correctly spam: 92607 53.40% (100.00% of spam corpus) # False positives: 40802 23.53% (50.49% of nonspam, 180300 weighted) # False negatives: 3 0.00% (0.00% of spam, -4 weighted) # SUMMARY for threshold 0.0: # Correctly non-spam: 56828 32.77% (70.32% of non-spam corpus) # Correctly spam: 92532 53.36% (99.92% of spam corpus) # False positives: 23982 13.83% (29.68% of nonspam, 295325 weighted) # False negatives: 78 0.04% (0.08% of spam, -26 weighted) # SUMMARY for threshold 1.0: # Correctly non-spam: 71403 41.17% (88.36% of non-spam corpus) # Correctly spam: 92094 53.10% (99.44% of spam corpus) # False positives: 9407 5.42% (11.64% of nonspam, 220108 weighted) # False negatives: 516 0.30% (0.56% of spam, 190 weighted) # SUMMARY for threshold 2.0: # Correctly non-spam: 77020 44.41% (95.31% of non-spam corpus) # Correctly spam: 91597 52.82% (98.91% of spam corpus) # False positives: 3790 2.19% (4.69% of nonspam, 124780 weighted) # False negatives: 1013 0.58% (1.09% of spam, 956 weighted) # SUMMARY for threshold 3.0: # Correctly non-spam: 79509 45.85% (98.39% of non-spam corpus) # Correctly spam: 90679 52.29% (97.91% of spam corpus) # False positives: 1301 0.75% (1.61% of nonspam, 56642 weighted) # False negatives: 1931 1.11% (2.09% of spam, 3230 weighted) # SUMMARY for threshold 4.0: # Correctly non-spam: 80378 46.35% (99.47% of non-spam corpus) # Correctly spam: 89518 51.62% (96.66% of spam corpus) # False positives: 432 0.25% (0.53% of nonspam, 22990 weighted) # False negatives: 3092 1.78% (3.34% of spam, 7266 weighted) # SUMMARY for threshold 4.5: # Correctly non-spam: 80594 46.47% (99.73% of non-spam corpus) # Correctly spam: 88566 51.07% (95.63% of spam corpus) # False positives: 216 0.12% (0.27% of nonspam, 12495 weighted) # False negatives: 4044 2.33% (4.37% of spam, 11311 weighted) # SUMMARY for threshold 5.5: # Correctly non-spam: 80783 46.58% (99.97% of non-spam corpus) # Correctly spam: 86678 49.98% (93.59% of spam corpus) # False positives: 27 0.02% (0.03% of nonspam, 2019 weighted) # False negatives: 5932 3.42% (6.41% of spam, 20793 weighted) # SUMMARY for threshold 6.0: # Correctly non-spam: 80791 46.59% (99.98% of non-spam corpus) # Correctly spam: 85488 49.30% (92.31% of spam corpus) # False positives: 19 0.01% (0.02% of nonspam, 1501 weighted) # False negatives: 7122 4.11% (7.69% of spam, 27614 weighted) # SUMMARY for threshold 6.5: # Correctly non-spam: 80801 46.59% (99.99% of non-spam corpus) # Correctly spam: 84140 48.52% (90.85% of spam corpus) # False positives: 9 0.01% (0.01% of nonspam, 780 weighted) # False negatives: 8470 4.88% (9.15% of spam, 36038 weighted) # SUMMARY for threshold 7.0: # Correctly non-spam: 80804 46.59% (99.99% of non-spam corpus) # Correctly spam: 82866 47.78% (89.48% of spam corpus) # False positives: 6 0.00% (0.01% of nonspam, 553 weighted) # False negatives: 9744 5.62% (10.52% of spam, 44653 weighted) # SUMMARY for threshold 8.0: # Correctly non-spam: 80806 46.60% (100.00% of non-spam corpus) # Correctly spam: 79777 46.00% (86.14% of spam corpus) # False positives: 4 0.00% (0.00% of nonspam, 383 weighted) # False negatives: 12833 7.40% (13.86% of spam, 67879 weighted) # SUMMARY for threshold 9.0: # Correctly non-spam: 80810 46.60% (100.00% of non-spam corpus) # Correctly spam: 76079 43.87% (82.15% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 16531 9.53% (17.85% of spam, 99454 weighted) # SUMMARY for threshold 10.0: # Correctly non-spam: 80810 46.60% (100.00% of non-spam corpus) # Correctly spam: 72282 41.68% (78.05% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 20328 11.72% (21.95% of spam, 135531 weighted) # SUMMARY for threshold 12.0: # Correctly non-spam: 80810 46.60% (100.00% of non-spam corpus) # Correctly spam: 64394 37.13% (69.53% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 28216 16.27% (30.47% of spam, 222472 weighted) # SUMMARY for threshold 15.0: # Correctly non-spam: 80810 46.60% (100.00% of non-spam corpus) # Correctly spam: 52566 30.31% (56.76% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 40044 23.09% (43.24% of spam, 382231 weighted) # SUMMARY for threshold 17.0: # Correctly non-spam: 80810 46.60% (100.00% of non-spam corpus) # Correctly spam: 45407 26.18% (49.03% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 47203 27.22% (50.97% of spam, 496689 weighted) # SUMMARY for threshold 20.0: # Correctly non-spam: 80810 46.60% (100.00% of non-spam corpus) # Correctly spam: 37008 21.34% (39.96% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 55602 32.06% (60.04% of spam, 651328 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 173420 92610 80810 0.534 0.00 0.00 (all messages) 100.000 53.4021 46.5979 0.534 0.00 0.00 (all messages as %) 27.427 51.2148 0.1658 0.997 1.00 2.06 RAZOR2_CHECK 17.487 0.0065 37.5201 0.000 0.99 -0.50 REFERENCES 14.901 0.0022 31.9750 0.000 0.98 -0.50 REPLY_WITH_QUOTES 15.148 0.0108 32.4960 0.000 0.98 -0.50 EMAIL_ATTRIBUTION 19.889 0.2818 42.3586 0.007 0.98 -0.50 IN_REP_TO 13.201 24.7144 0.0074 1.000 0.97 4.40 PYZOR_CHECK 12.499 23.4024 0.0025 1.000 0.97 4.40 MSGID_OUTLOOK_TIME 17.817 0.3056 37.8852 0.008 0.97 -0.48 QUOTED_EMAIL_TEXT 17.909 0.4665 37.8975 0.012 0.96 -0.87 KNOWN_MAILING_LIST 7.353 13.7696 0.0000 1.000 0.96 4.40 MSGID_SPAMSIGN_6LETTER 6.304 11.8054 0.0000 1.000 0.95 4.30 MIME_ODD_CASE 5.071 0.0000 10.8823 0.000 0.95 -2.49 USER_AGENT_MUTT 7.398 13.8354 0.0210 0.998 0.95 0.00 X_OSIRU_SPAMWARE_SITE 4.964 9.2949 0.0012 1.000 0.95 4.30 SUBJ_FULL_OF_8BITS 4.783 8.9558 0.0000 1.000 0.95 4.30 MSGID_SPAMSIGN_ZEROES 4.988 0.0140 10.6880 0.001 0.95 0.00 USER_AGENT_KMAIL 4.226 7.9117 0.0025 1.000 0.95 4.30 INVALID_DATE_TZ_ABSURD 4.787 8.9569 0.0087 0.999 0.95 3.49 MSGID_OE_SPAM_4ZERO 8.214 15.3223 0.0668 0.996 0.95 1.64 BASE64_ENC_TEXT 3.603 6.7455 0.0025 1.000 0.95 4.30 FORGED_AOL_RCVD 3.768 7.0522 0.0037 0.999 0.95 1.18 HEADER_8BITS 11.910 22.1402 0.1869 0.992 0.94 1.01 RCVD_IN_SBL 6.254 11.6769 0.0384 0.997 0.94 3.02 DCC_CHECK 2.362 0.0011 5.0674 0.000 0.94 -2.85 PGP_SIGNATURE 3.064 0.0065 6.5673 0.001 0.94 -0.50 GROUPS_YAHOO_1 3.462 6.4777 0.0062 0.999 0.94 3.38 TRACKER_ID 2.376 4.4488 0.0000 1.000 0.94 4.30 KOREAN_UCE_SUBJECT 1.991 0.0000 4.2717 0.000 0.94 -2.45 PGP_SIGNATURE_2 3.168 0.0086 6.7888 0.001 0.94 0.00 SIGNATURE_LONG_SPARSE 1.971 3.6907 0.0000 1.000 0.94 4.30 X_LIST_UNSUBSCRIBE 1.916 3.5871 0.0000 1.000 0.94 4.30 WITH_LC_SMTP 1.695 0.0011 3.6357 0.000 0.94 -1.40 BUGZILLA_BUG 1.566 2.9316 0.0000 1.000 0.94 4.30 CONFIRMED_FORGED 2.352 4.4013 0.0037 0.999 0.94 1.31 FROM_HAS_MIXED_NUMS2 2.724 5.0956 0.0062 0.999 0.94 1.10 FORGED_HOTMAIL_RCVD 1.365 2.5559 0.0000 1.000 0.94 4.30 WE_HONOR_ALL 1.342 2.5138 0.0000 1.000 0.94 4.30 REMOVE_RESPECT 1.285 2.4058 0.0000 1.000 0.94 4.30 MULTI_FORGED 3.720 6.9517 0.0161 0.998 0.94 2.34 RCVD_IN_OPM 2.930 5.4789 0.0099 0.998 0.94 2.61 RCVD_FAKE_HELO_DOTCOM 1.789 3.3485 0.0025 0.999 0.94 4.30 FROM_OFFERS 0.965 1.8065 0.0000 1.000 0.94 4.30 EXCUSE_24 1.397 2.6153 0.0012 1.000 0.94 4.30 CONSOLIDATE_DEBT 0.848 1.5884 0.0000 1.000 0.94 4.30 X_X_PRESENT 0.737 0.0000 1.5815 0.000 0.94 -0.50 USER_AGENT_GNUS_UA 4.465 8.3371 0.0285 0.997 0.94 2.07 MARKETING_PARTNERS 0.830 1.5538 0.0000 1.000 0.94 4.30 FINANCIAL 1.294 2.4220 0.0012 0.999 0.94 2.57 RCVD_IN_DSBL 0.732 1.3703 0.0000 1.000 0.94 4.30 RATWARE_EGROUPS 0.731 1.3692 0.0000 1.000 0.94 4.30 FAKED_UNDISC_RECIPS 0.723 1.3541 0.0000 1.000 0.94 4.30 UNDER_BILL_1618 0.612 0.0000 1.3142 0.000 0.94 -0.39 CRON_ENV 0.670 1.2547 0.0000 1.000 0.94 4.30 SENT_IN_COMPLIANCE 0.663 1.2418 0.0000 1.000 0.94 4.30 BANG_OPRAH 0.657 1.2299 0.0000 1.000 0.94 4.30 HTML_FORM_ACTION_MAILTO 0.533 0.0000 1.1447 0.000 0.94 -4.60 HABEAS_SWE 0.608 1.1392 0.0000 1.000 0.94 4.30 UCE_MAIL_ACT 2.838 5.3040 0.0111 0.998 0.94 1.94 HTML_IMAGE_ONLY_02 0.592 1.1090 0.0000 1.000 0.94 4.30 HR_3113 0.592 1.1090 0.0000 1.000 0.94 4.30 LOSE_POUNDS 0.570 1.0679 0.0000 1.000 0.94 4.30 X_VMP_TEXT 0.565 1.0571 0.0000 1.000 0.94 4.30 DATE_YEAR_ZERO_FIRST 0.526 0.9859 0.0000 1.000 0.94 2.90 WRINKLES 0.502 0.9405 0.0000 1.000 0.94 2.90 OBSCURED_EMAIL 0.498 0.9319 0.0000 1.000 0.94 2.90 FURTHER_TRANSMISSIONS 0.451 0.8444 0.0000 1.000 0.94 2.90 COPY_ACCURATELY 0.389 0.0000 0.8353 0.000 0.94 -2.35 USER_AGENT_XIMIAN 0.441 0.8260 0.0000 1.000 0.94 2.90 INVALUABLE_MARKETING 0.438 0.8206 0.0000 1.000 0.94 2.90 ORDER_REPORT 0.437 0.8174 0.0000 1.000 0.94 2.90 FORGED_MX_HOTMAIL 0.434 0.8120 0.0000 1.000 0.94 2.90 X_PRECEDENCE_REF 4.660 8.6967 0.0346 0.996 0.94 1.10 HTML_LINK_CLICK_CAPS 0.385 0.7213 0.0000 1.000 0.94 2.90 JODY 0.381 0.7137 0.0000 1.000 0.94 2.90 EXCUSE_23 0.378 0.7073 0.0000 1.000 0.94 2.90 EXCUSE_22 0.356 0.6673 0.0000 1.000 0.94 2.90 RATWARE_OE_PI 0.353 0.6608 0.0000 1.000 0.94 2.90 IMPOTENCE 0.352 0.6598 0.0000 1.000 0.94 2.90 FREE_QUOTE_INSTANT 0.309 0.5788 0.0000 1.000 0.94 2.90 RECEIVE_EMAIL 0.240 0.0000 0.5148 0.000 0.94 -0.22 SIGNATURE_LONG_DENSE 0.266 0.4978 0.0000 1.000 0.94 2.90 SUBJ_LIFE_INSURANCE 0.261 0.4891 0.0000 1.000 0.94 2.90 RATWARE_FLOAT 0.257 0.4816 0.0000 1.000 0.94 2.90 NOT_INTENDED 0.254 0.4751 0.0000 1.000 0.94 2.90 HTML_SHOUTING6 0.804 0.0011 1.7250 0.001 0.94 0.00 DEBIAN_BTS_BUG 0.248 0.4643 0.0000 1.000 0.94 0.00 X_OSIRU_OPEN_RELAY 0.230 0.4298 0.0000 1.000 0.94 2.90 FROM_NUM_AT_WEBMAIL 0.962 1.8011 0.0012 0.999 0.94 2.65 FORGED_MUA_AOL 0.227 0.4244 0.0000 1.000 0.94 2.90 MIME_BOUND_OPTIN 0.225 0.4211 0.0000 1.000 0.94 2.90 TO_TXT 0.223 0.4179 0.0000 1.000 0.94 2.90 X_ENC_PRESENT 0.222 0.4157 0.0000 1.000 0.94 2.90 X_MIME_KEY 0.221 0.4136 0.0000 1.000 0.94 2.90 NOT_MLM 0.216 0.4038 0.0000 1.000 0.94 2.90 HTML_COMMENT_8BITS 0.215 0.4017 0.0000 1.000 0.94 2.90 HIDDEN_ASSETS 0.184 0.3445 0.0000 1.000 0.94 2.90 USERNAME_IN_SUBJECT 0.175 0.3283 0.0000 1.000 0.94 2.90 OUR_AFFILIATE_PARTNERS 0.174 0.3250 0.0000 1.000 0.94 2.90 HTTP_CTRL_CHARS_HOST 0.168 0.3153 0.0000 1.000 0.94 2.90 NOT_ADVISOR 0.167 0.3131 0.0000 1.000 0.94 2.90 RATWARE_GROUPMAIL 0.167 0.3131 0.0000 1.000 0.94 2.90 RATWARE_JPFREE 0.165 0.3088 0.0000 1.000 0.94 2.90 PORN_MEMBERSHIP 0.164 0.3077 0.0000 1.000 0.94 2.90 MIME_BOUND_MANY_HEX 0.159 0.2969 0.0000 1.000 0.94 2.90 SUBJ_GUARANTEED 0.155 0.2905 0.0000 1.000 0.94 2.90 RATWARE_OE_MALFORMED 0.151 0.2829 0.0000 1.000 0.94 2.90 BE_BOSS 0.149 0.2797 0.0000 1.000 0.94 2.90 OUR_PRIVACY_POLICY 0.144 0.2699 0.0000 1.000 0.94 2.90 RCVD_BY_QVES_COM 0.134 0.2516 0.0000 1.000 0.94 2.90 NONEXISTENT_CHARSET 0.133 0.2494 0.0000 1.000 0.94 2.90 RATWARE_IMKTG 0.133 0.2484 0.0000 1.000 0.94 2.90 RECEIVED_IDENT_SQUID 0.131 0.2451 0.0000 1.000 0.94 2.90 PORN_15 0.126 0.2354 0.0000 1.000 0.94 2.90 DIG_UP_INFO 0.125 0.2332 0.0000 1.000 0.94 2.90 YOU_CAN_SEARCH 0.125 0.2332 0.0000 1.000 0.94 2.90 NO_CREDIT_CHECK 0.124 0.2322 0.0000 1.000 0.94 2.90 USE_IDENTITY 0.120 0.2246 0.0000 1.000 0.94 2.90 PREST_NON_ACCREDITED 0.119 0.2235 0.0000 1.000 0.94 2.90 MIME_BOUND_TEP 0.116 0.2181 0.0000 1.000 0.94 2.90 CUM_SHOT 0.116 0.2170 0.0000 1.000 0.94 2.90 FORGED_TELESP_RCVD 0.104 0.1954 0.0000 1.000 0.94 2.90 INTL_DRIVERS_LICENSE 0.103 0.1922 0.0000 1.000 0.94 2.90 MIME_BOUND_HASHES 0.102 0.1911 0.0000 1.000 0.94 2.90 COMPLAIN_TO 0.100 0.1868 0.0000 1.000 0.94 2.90 RATWARE_SCREWUP_1 0.100 0.1868 0.0000 1.000 0.94 2.90 HTML_SHOUTING7 1.414 0.0043 3.0293 0.001 0.94 0.00 USER_AGENT_PINE 0.097 0.1814 0.0000 1.000 0.94 2.90 RATWARE_VC_IPA 0.097 0.1814 0.0000 1.000 0.94 2.90 MSGID_3_DOLLARS 0.095 0.1771 0.0000 1.000 0.94 2.90 RATWARE_STORM 0.095 0.1771 0.0000 1.000 0.94 2.90 X_STORMPOST_TO 0.095 0.1771 0.0000 1.000 0.94 2.90 PENNIES_A_DAY 0.092 0.1728 0.0000 1.000 0.94 2.90 RATWARE_MMAILER 0.091 0.1706 0.0000 1.000 0.94 2.90 RATWARE_EVAMAIL 0.091 0.1706 0.0000 1.000 0.94 2.90 FORWARD_LOOKING 0.091 0.1695 0.0000 1.000 0.94 2.90 MEGA_SITE 0.077 0.0000 0.1658 0.000 0.94 -0.45 USER_AGENT_FORTE 0.087 0.1630 0.0000 1.000 0.94 2.90 FRIEND_AT_PUBLIC 0.086 0.1609 0.0000 1.000 0.94 2.90 READ_TO_END 0.083 0.1555 0.0000 1.000 0.94 2.90 HTML_SHOUTING8 0.082 0.1544 0.0000 1.000 0.94 2.90 EARNINGS 0.082 0.1533 0.0000 1.000 0.94 2.90 MIME_BOUND_RKFINDY 0.081 0.1512 0.0000 1.000 0.94 2.90 NO_CATCH 0.079 0.1479 0.0000 1.000 0.94 2.90 FREE_GRANT 0.069 0.0000 0.1473 0.000 0.94 -1.59 GENUINE_EBAY_RCVD 0.077 0.1447 0.0000 1.000 0.94 2.90 BILLION_DOLLARS 0.077 0.1447 0.0000 1.000 0.94 2.90 VIAGRA_COMBO 0.076 0.1425 0.0000 1.000 0.94 2.90 RATWARE_POWERC 0.072 0.1350 0.0000 1.000 0.94 2.90 AZOOGLE 0.068 0.1274 0.0000 1.000 0.94 2.90 CHINA_URL 0.068 0.1274 0.0000 1.000 0.94 2.90 CABLE_CONVERTER 0.065 0.1209 0.0000 1.000 0.94 2.90 NO_INVENTORY 0.065 0.1209 0.0000 1.000 0.94 2.90 RATWARE_JIXING 0.064 0.1199 0.0000 1.000 0.94 2.90 RECEIVED_IDENT_CACHEFLOW 0.059 0.1112 0.0000 1.000 0.94 2.90 E_MAILPROMO_URL 0.059 0.1112 0.0000 1.000 0.94 2.90 OUR_OVERWHELMING_GROWTH 0.059 0.1101 0.0000 1.000 0.94 2.90 NO_INVESTMENT 0.058 0.1091 0.0000 1.000 0.94 2.90 EXCUSE_20 0.870 1.6273 0.0012 0.999 0.94 1.71 ADVERT_CODE 0.058 0.1080 0.0000 1.000 0.94 2.90 SUBJ_YOUR_FAMILY 0.057 0.1058 0.0000 1.000 0.94 2.90 MSGID_NO_HOST 0.054 0.1015 0.0000 1.000 0.94 2.90 TAKE_ACTION_NOW 0.053 0.0993 0.0000 1.000 0.94 2.90 CHINA_HEADER 0.052 0.0983 0.0000 1.000 0.94 2.90 FAKED_IP_IN_RCVD 0.052 0.0972 0.0000 1.000 0.94 2.90 GET_STARTED_NOW 0.051 0.0961 0.0000 1.000 0.94 2.90 BTAMAIL_HEADER 0.051 0.0961 0.0000 1.000 0.94 2.90 SUBJ_HAS_TIME_ID 0.051 0.0961 0.0000 1.000 0.94 2.90 MIME_BOUND_DIGITS_7 0.050 0.0939 0.0000 1.000 0.94 2.90 FORGED_GW05_RCVD 0.050 0.0929 0.0000 1.000 0.94 2.90 IDENT_NOBODY 0.048 0.0907 0.0000 1.000 0.94 2.90 MSGID_SPAMSIGN_1 0.048 0.0896 0.0000 1.000 0.94 2.90 EASY_TERMS 0.048 0.0896 0.0000 1.000 0.94 2.90 FREE_INSTALL 0.047 0.0875 0.0000 1.000 0.94 2.90 GENTLE_FEROCITY 0.043 0.0810 0.0000 1.000 0.94 2.90 VJESTIKA 0.043 0.0799 0.0000 1.000 0.94 2.90 ONLINE_BIZ_OPS 0.042 0.0788 0.0000 1.000 0.94 2.90 HR_4176 0.040 0.0756 0.0000 1.000 0.94 2.90 MORTGAGE_WAITING 0.040 0.0745 0.0000 1.000 0.94 2.90 NEVER_ANOTHER 0.037 0.0702 0.0000 1.000 0.94 2.90 STOP_SNORING 0.037 0.0702 0.0000 1.000 0.94 2.90 MARKUP_RAND 0.037 0.0691 0.0000 1.000 0.94 2.90 X_PMFLAGS_PRESENT 0.036 0.0680 0.0000 1.000 0.94 2.90 OUR_STRICT_ANTI 0.036 0.0680 0.0000 1.000 0.94 2.90 KIFF 0.858 1.6057 0.0012 0.999 0.94 3.96 THE_BEST_RATE 0.035 0.0648 0.0000 1.000 0.94 2.90 INCOME 0.035 0.0648 0.0000 1.000 0.94 2.90 START_NOW_CAPS 0.033 0.0615 0.0000 1.000 0.94 2.90 FREE_LEADS 0.033 0.0615 0.0000 1.000 0.94 2.90 SUBJ_NOW_ONLY 0.032 0.0594 0.0000 1.000 0.94 2.90 PORN_PASSWORD 0.030 0.0561 0.0000 1.000 0.94 2.90 TO_RECIP_MARKER 0.030 0.0561 0.0000 1.000 0.94 2.90 MDAEMON_2_7_4 0.030 0.0561 0.0000 1.000 0.94 2.90 LOTS_OF_CC_LINES 0.029 0.0551 0.0000 1.000 0.94 2.90 ADDRESSES_ON_CD 0.029 0.0540 0.0000 1.000 0.94 2.90 SUBJ_FREE_INSTANT 0.029 0.0540 0.0000 1.000 0.94 2.90 HTML_ALL_CAPS 0.029 0.0540 0.0000 1.000 0.94 2.90 FRIEND_PUBLIC 0.028 0.0529 0.0000 1.000 0.94 2.90 MSGID_4NUMS_DOLLAR 0.028 0.0518 0.0000 1.000 0.94 2.90 RATWARE_XMAILER 0.027 0.0497 0.0000 1.000 0.94 2.90 DOMAINS_CHEAP 0.026 0.0486 0.0000 1.000 0.94 0.00 MIME_BOUND_MAIL_BOUND 0.022 0.0000 0.0483 0.000 0.94 0.00 HOTMAIL_FOOTER4 0.025 0.0464 0.0000 1.000 0.94 0.00 NO_MEDICAL 0.025 0.0464 0.0000 1.000 0.94 2.90 FALLING_INTEREST 0.024 0.0443 0.0000 1.000 0.94 2.90 SEX_FEST 0.023 0.0432 0.0000 1.000 0.94 2.90 NIGERIAN_SUBJECT1 0.019 0.0000 0.0408 0.000 0.94 -2.47 USER_AGENT_MSN 0.020 0.0378 0.0000 1.000 0.94 2.90 PURE_PROFIT 0.017 0.0000 0.0371 0.000 0.94 0.00 PATCH_CONTEXT_DIFF 0.020 0.0367 0.0000 1.000 0.94 2.90 CENTS_ON_DOLLAR 0.017 0.0324 0.0000 1.000 0.94 2.90 SAFEGUARD_NOTICE 0.017 0.0313 0.0000 1.000 0.94 0.00 HTML_IMAGE_AREA_08 0.016 0.0302 0.0000 1.000 0.94 0.00 RATWARE_GR 0.014 0.0000 0.0297 0.000 0.94 -0.50 USER_AGENT_TONLINE 0.016 0.0292 0.0000 1.000 0.94 0.00 NIGERIAN_SUBJECT6 0.016 0.0292 0.0000 1.000 0.94 0.00 MAILTO_TO_B2BMAIL 0.014 0.0259 0.0000 1.000 0.94 0.00 RATWARE_DIRECT_EMAIL 0.010 0.0194 0.0000 1.000 0.94 2.90 MORTGAGE_NETWORK 0.009 0.0173 0.0000 1.000 0.94 0.00 RATWARE_CHARSET_V2 0.009 0.0173 0.0000 1.000 0.94 0.00 CREDIT_BUREAU 0.007 0.0140 0.0000 1.000 0.94 0.00 SUBJ_RIPPED 0.007 0.0140 0.0000 1.000 0.94 0.00 HELPED_FINANCE 0.006 0.0000 0.0136 0.000 0.94 0.00 MAILMAN_CONFIRM 0.007 0.0130 0.0000 1.000 0.94 0.00 VAR_REF_IN_RECEIVED 0.007 0.0130 0.0000 1.000 0.94 0.00 CREDITORS_CALLING 0.006 0.0119 0.0000 1.000 0.94 0.00 RATWARE_CARETOP 0.006 0.0119 0.0000 1.000 0.94 0.00 PRODUCED_AND_SENT_OUT 0.006 0.0108 0.0000 1.000 0.94 0.00 X_MAILER_GIBBERISH 0.006 0.0108 0.0000 1.000 0.94 0.00 WWW_CLIK4YOU_COM 0.006 0.0108 0.0000 1.000 0.94 0.00 TRACE_BY_SSN 0.005 0.0097 0.0000 1.000 0.94 0.00 NO_SELLING 0.005 0.0097 0.0000 1.000 0.94 0.00 SECRET_RECORD 0.005 0.0097 0.0000 1.000 0.94 0.00 TO_INVESTORS 0.005 0.0097 0.0000 1.000 0.94 0.00 MICROSOFT 0.005 0.0086 0.0000 1.000 0.94 0.00 EXCUSE_2 0.004 0.0076 0.0000 1.000 0.94 0.00 CHILD_SUPPORT 0.004 0.0076 0.0000 1.000 0.94 0.00 WEALTH 0.003 0.0065 0.0000 1.000 0.94 0.00 HTML_IMAGE_AREA_09 0.003 0.0065 0.0000 1.000 0.94 0.00 NO_GIMMICK 0.003 0.0000 0.0062 0.000 0.94 0.00 MAJORDOMO 0.003 0.0054 0.0000 1.000 0.94 0.00 PRIORITY_MAIL 0.003 0.0054 0.0000 1.000 0.94 0.00 RATWARE_CHARSET 0.003 0.0054 0.0000 1.000 0.94 0.00 MICRO_CAP_WARNING 0.003 0.0054 0.0000 1.000 0.94 0.00 INCREDIBLE 0.002 0.0043 0.0000 1.000 0.94 0.00 EXCUSE_18 0.002 0.0043 0.0000 1.000 0.94 0.00 PSYCHIC 0.002 0.0043 0.0000 1.000 0.94 0.00 NO_MIDDLEMAN 0.002 0.0043 0.0000 1.000 0.94 0.00 MORE_TRAFFIC 0.002 0.0043 0.0000 1.000 0.94 0.00 EXPERTS_SHOW_HOW 0.002 0.0043 0.0000 1.000 0.94 0.00 MURKOWSKI_CRUFT 0.002 0.0043 0.0000 1.000 0.94 0.00 FORGED_MUA_MSN 0.002 0.0032 0.0000 1.000 0.94 0.00 ENHANCE_WEBSITE 0.002 0.0032 0.0000 1.000 0.94 0.00 SPAM_FORM_RETURN 0.002 0.0032 0.0000 1.000 0.94 0.00 RATWARE_DIFFOND 0.002 0.0032 0.0000 1.000 0.94 0.00 PORN_GALLERIES 0.002 0.0032 0.0000 1.000 0.94 0.00 CHANGE_TERMS 0.001 0.0000 0.0025 0.000 0.94 0.00 MSN_GROUPS 0.001 0.0022 0.0000 1.000 0.94 0.00 WWW_AUTOREMOVE_COM 0.001 0.0022 0.0000 1.000 0.94 0.00 S_1618 0.001 0.0022 0.0000 1.000 0.94 0.00 RATWARE_BANG_HASH 0.001 0.0022 0.0000 1.000 0.94 0.00 MARKUP_SSPL 0.001 0.0000 0.0012 0.000 0.94 0.00 HOTMAIL_FOOTER3 0.001 0.0011 0.0000 1.000 0.94 0.00 RATWARE_LC_OUTLOOK 0.001 0.0011 0.0000 1.000 0.94 0.00 EJACULATION 0.001 0.0011 0.0000 1.000 0.94 1000.00 GTUBE 0.001 0.0011 0.0000 1.000 0.94 0.00 DISCONTINUE 0.001 0.0011 0.0000 1.000 0.94 0.00 SPAM_FORM 10.670 19.8056 0.2005 0.990 0.94 0.50 MISSING_MIMEOLE 0.794 1.4858 0.0012 0.999 0.94 1.66 SECTION_301 1.072 2.0052 0.0025 0.999 0.94 2.23 BILL_1618 1.895 3.5417 0.0074 0.998 0.94 2.79 REMOVE_POSTAL 1.489 2.7837 0.0049 0.998 0.94 2.44 DAILY_PXE 0.633 1.1845 0.0012 0.999 0.94 1.81 HTML_COMMENT_SKY 0.620 1.1608 0.0012 0.999 0.94 2.81 EXCUSE_21 1.631 3.0493 0.0062 0.998 0.94 1.68 MORTGAGE_BEST 1.461 0.0065 3.1271 0.002 0.94 0.00 USER_AGENT_MOZILLA_UA 0.919 1.7190 0.0025 0.999 0.94 1.39 CANNOT_BE_SPAM 2.703 5.0481 0.0161 0.997 0.94 1.96 HTML_IMAGE_ONLY_04 1.098 2.0538 0.0037 0.998 0.93 1.68 BTAMAIL_URL 0.512 0.9578 0.0012 0.999 0.93 2.85 WE_HATE_SPAM2 0.458 0.8574 0.0012 0.999 0.93 1.13 RESISTANCE_IS_FUTILE 0.434 0.8120 0.0012 0.998 0.93 2.60 HIDE_WIN_STATUS 1.167 2.1812 0.0049 0.998 0.93 1.62 DAILY_PL 0.359 0.6706 0.0012 0.998 0.93 0.70 BARGAIN_URL 0.614 1.1478 0.0025 0.998 0.93 4.30 FREE_PORN 0.328 0.6122 0.0012 0.998 0.93 2.48 FREE_CONSULTATION 0.323 0.6047 0.0012 0.998 0.93 2.79 FREE_CELL_PHONE 0.250 0.0011 0.5346 0.002 0.93 -0.50 PATCH_UNIFIED_DIFF 2.448 4.5686 0.0186 0.996 0.93 1.43 EXCUSE_15 0.308 0.5755 0.0012 0.998 0.93 2.68 EXCUSE_4 0.303 0.5669 0.0012 0.998 0.93 1.10 UNSECURED_CREDIT 2.821 5.2619 0.0247 0.995 0.93 1.10 HTML_TABLE_THICK_BORDER 5.546 10.3196 0.0755 0.993 0.93 0.50 CLICK_BELOW_CAPS 9.052 16.7941 0.1794 0.989 0.93 0.68 NORMAL_HTTP_TO_IP 0.500 0.9340 0.0025 0.997 0.93 2.59 SUBJ_VIAGRA 0.259 0.4837 0.0012 0.997 0.93 2.18 REFINANCE_NOW 0.257 0.4805 0.0012 0.997 0.93 2.90 COMPETE 1.434 2.6768 0.0099 0.996 0.93 1.93 AS_SEEN_ON 0.664 1.2396 0.0037 0.997 0.93 2.85 SORTED_RECIPS 0.246 0.4600 0.0012 0.997 0.93 2.02 RATWARE_EMWAC 1.107 2.0657 0.0074 0.996 0.93 1.10 CLICK_TO_REMOVE_1 0.231 0.4308 0.0012 0.997 0.93 2.39 HTML_SHOUTING9 0.431 0.8055 0.0025 0.997 0.93 0.70 SUBJ_YOUR_DEBT 2.450 4.5675 0.0235 0.995 0.93 2.40 RCVD_FAKE_HELO_DOTCOM_2 2.647 4.9325 0.0272 0.995 0.93 1.10 COMPLETELY_FREE 1.338 0.0130 2.8561 0.005 0.93 -0.38 MSGID_GOOD_EXCHANGE 0.550 1.0258 0.0037 0.996 0.93 1.68 WHILE_YOU_SLEEP 0.199 0.3715 0.0012 0.997 0.93 2.90 PORN_16 0.192 0.3585 0.0012 0.997 0.93 1.87 THIS_IS_AN_AD 0.950 1.7719 0.0074 0.996 0.93 1.66 FREE_QUOTE 0.510 0.9513 0.0037 0.996 0.93 0.70 FREE_MEMBERSHIP 2.541 4.7328 0.0285 0.994 0.93 0.69 FRONTPAGE 0.174 0.3250 0.0012 0.996 0.93 0.74 MAIL_IN_ORDER_FORM 0.325 0.6058 0.0025 0.996 0.93 0.70 VIAGRA_ONLINE 0.469 0.8757 0.0037 0.996 0.93 2.73 INITIAL_INVEST 0.167 0.3110 0.0012 0.996 0.93 1.83 FROM_AND_TO_SAME 2.033 3.7868 0.0223 0.994 0.93 0.50 MAILTO_WITH_SUBJ_REMOVE 0.443 0.8260 0.0037 0.996 0.93 2.90 BUGGY_CGI 1.769 3.2955 0.0198 0.994 0.93 1.49 HTML_COMMENT_SAVED_URL 0.147 0.2743 0.0012 0.996 0.92 2.22 VERY_SUSP_RECIPS 0.766 1.4275 0.0074 0.995 0.92 2.60 OBFUSCATING_COMMENT 5.016 9.3165 0.0866 0.991 0.92 1.70 SUBJ_HAS_SPACES 1.076 2.0052 0.0111 0.994 0.92 2.48 ADVERT_CODE2 0.631 1.1759 0.0062 0.995 0.92 2.35 EXCUSE_12 2.166 4.0320 0.0272 0.993 0.92 0.50 HTML_IMAGE_RATIO_02 0.947 1.7655 0.0099 0.994 0.92 1.04 MONEY_BACK 0.505 0.9416 0.0049 0.995 0.92 2.01 INCREASE_SEX 2.568 4.7792 0.0346 0.993 0.92 0.62 EXCUSE_19 0.559 0.0065 1.1929 0.005 0.92 0.00 USER_AGENT_VM 4.459 8.2842 0.0755 0.991 0.92 3.48 FORGED_MUA_OUTLOOK 0.129 0.2397 0.0012 0.995 0.92 2.80 SUBJ_AS_SEEN 0.482 0.8984 0.0049 0.995 0.92 1.52 CALL_NOW 0.127 0.2376 0.0012 0.995 0.92 2.80 AMATEUR_PORN 2.349 4.3710 0.0322 0.993 0.92 0.50 SUBJ_REMOVE 0.680 1.2677 0.0074 0.994 0.92 0.57 HTTP_EXCESSIVE_ESCAPES 0.243 0.4535 0.0025 0.995 0.92 0.70 X_MAIL_ID_PRESENT 0.243 0.4535 0.0025 0.995 0.92 0.70 X_SERV_HOST_PRESENT 0.122 0.2268 0.0012 0.995 0.92 1.64 UNCLAIMED_MONEY 32.044 58.1255 2.1532 0.964 0.92 0.10 MIME_HTML_ONLY 0.118 0.2203 0.0012 0.994 0.92 1.20 AMAZING_STUFF 0.442 0.8239 0.0049 0.994 0.92 0.63 CLICK_TO_REMOVE_2 0.223 0.4157 0.0025 0.994 0.92 0.85 ONLINE_PHARMACY 0.223 0.4157 0.0025 0.994 0.92 0.00 ONE_TIME 0.528 0.9826 0.0062 0.994 0.92 2.80 HAIR_LOSS 3.229 0.0648 6.8556 0.009 0.92 -0.50 FROM_EGROUPS 0.216 0.4017 0.0025 0.994 0.92 2.80 NASTY_GIRLS 2.840 5.2780 0.0458 0.991 0.92 1.11 HTML_IMAGE_ONLY_06 1.658 3.0850 0.0235 0.992 0.92 0.50 RECEIVE_OFFER 0.856 1.5927 0.0111 0.993 0.92 3.49 FORGED_MUA_THEBAT 0.204 0.3801 0.0025 0.994 0.92 2.80 ROUND_THE_WORLD_LOCAL 3.204 5.9497 0.0569 0.991 0.92 0.00 BANG_GUARANTEE 1.137 2.1153 0.0161 0.992 0.92 0.77 MLM 0.642 1.1953 0.0087 0.993 0.92 0.50 REPLY_TO_HAS_UNDERLINE_NUMS 0.933 1.7352 0.0136 0.992 0.92 2.12 REVERSE_AGING 0.931 1.7320 0.0136 0.992 0.92 0.50 GUARANTEED_100_PERCENT 8.936 16.5069 0.2586 0.985 0.92 0.82 OFFERS_ETC 1.605 2.9824 0.0260 0.991 0.92 0.00 HTML_FONT_BIG_B 1.913 0.0378 4.0614 0.009 0.92 -0.50 ORIGINAL_MESSAGE 0.434 0.8066 0.0062 0.992 0.92 1.69 SOME_BREAKTHROUGH 0.265 0.4935 0.0037 0.993 0.92 2.62 FORGED_EUDORAMAIL_RCVD 0.179 0.3326 0.0025 0.993 0.92 2.29 BANG_QUOTE 0.347 0.6446 0.0049 0.992 0.92 2.80 LIVE_PORN 2.997 5.5631 0.0569 0.990 0.92 1.92 MIME_HEADER_CTYPE_ONLY 0.499 0.9275 0.0074 0.992 0.92 2.69 NIGERIAN_BODY 0.087 0.1620 0.0012 0.992 0.92 1.73 MIME_BOUND_HEX_24 0.648 1.2040 0.0099 0.992 0.92 1.23 ALL_NATURAL 0.310 0.0054 0.6583 0.008 0.92 0.00 USER_AGENT_MACOE 0.396 0.7364 0.0062 0.992 0.91 2.76 LOW_PAYMENT 1.470 2.7297 0.0260 0.991 0.91 0.50 HTML_SHOUTING4 0.959 1.7817 0.0161 0.991 0.91 1.21 HGH 0.539 1.0010 0.0087 0.991 0.91 1.96 LOW_INTEREST 0.081 0.1501 0.0012 0.992 0.91 2.75 COMPARE_RATES 0.160 0.2969 0.0025 0.992 0.91 2.80 WANTS_CREDIT_CARD 16.255 0.8919 33.8621 0.026 0.91 0.00 X_MAILING_LIST 0.080 0.1490 0.0012 0.992 0.91 2.80 CBYI 0.235 0.4373 0.0037 0.992 0.91 0.00 MILLION_USD 3.254 6.0317 0.0705 0.988 0.91 0.00 MIME_MISSING_BOUNDARY 0.059 0.0011 0.1250 0.009 0.91 0.00 MAILMAN_REMINDER 0.714 1.3260 0.0124 0.991 0.91 1.78 GUARANTEE 1.090 2.0246 0.0198 0.990 0.91 2.12 SUSPICIOUS_RECIPS 0.891 1.6542 0.0161 0.990 0.91 0.50 HTML_WIN_OPEN 1.972 0.0464 4.1777 0.011 0.91 0.00 QUOTE_TWICE_1 0.110 0.0022 0.2326 0.009 0.91 0.00 USER_AGENT_IMP 0.072 0.1328 0.0012 0.991 0.91 2.47 JOIN_MILLIONS 0.731 1.3573 0.0136 0.990 0.91 0.00 EXCUSE_13 0.468 0.8682 0.0087 0.990 0.91 2.13 MILLION_EMAIL 5.649 10.4406 0.1572 0.985 0.91 1.25 SUBJ_HAS_UNIQ_ID 0.990 1.8367 0.0198 0.989 0.91 0.39 MORTGAGE_RATES 0.748 1.3886 0.0148 0.989 0.91 1.29 PENIS_ENLARGE2 0.446 0.8282 0.0087 0.990 0.91 0.95 ONE_TIME_MAILING 0.065 0.1199 0.0012 0.990 0.91 1.17 STRONG_BUY 0.240 0.0054 0.5086 0.011 0.91 0.00 USER_AGENT_ENTOURAGE 0.127 0.2354 0.0025 0.990 0.91 0.00 SUBJ_FOR_ONLY 0.833 1.5441 0.0173 0.989 0.91 2.54 BANG_EXERCISE 0.048 0.0011 0.1027 0.010 0.91 0.00 DISCLAIMER_LEGALESE 0.063 0.1166 0.0012 0.990 0.91 1.49 APPLY_FREE 0.921 1.7082 0.0198 0.989 0.91 2.80 FORGED_MUA_OIMO 0.806 1.4934 0.0173 0.989 0.91 1.39 PENIS_ENLARGE 8.340 15.3601 0.2945 0.981 0.91 0.27 REMOVE_PAGE 3.398 6.2833 0.0903 0.986 0.91 0.79 HTML_FONT_COLOR_GREEN 0.821 1.5214 0.0186 0.988 0.91 0.00 HTML_90_100 2.949 5.4541 0.0780 0.986 0.91 2.80 DATE_IN_FUTURE_12_24 0.866 1.6035 0.0198 0.988 0.91 2.80 FORGED_MUA_IMS 0.058 0.1069 0.0012 0.989 0.91 0.00 ANTISPAM_BILL 0.171 0.3164 0.0037 0.988 0.91 1.46 FREE_PASSWORD 0.130 0.0032 0.2760 0.012 0.91 0.00 HOTMAIL_FOOTER1 0.598 1.1079 0.0136 0.988 0.90 1.89 RATWARE_HASH_2_V2 0.223 0.4125 0.0049 0.988 0.90 2.80 TARGETED 0.056 0.1037 0.0012 0.988 0.90 0.00 BARELY_LEGAL 1.367 2.5289 0.0346 0.986 0.90 0.00 OPT_OUT_CAPS 0.518 0.9599 0.0124 0.987 0.90 1.54 WEIRD_QUOTING 3.952 7.2962 0.1188 0.984 0.90 0.00 HTML_SHOUTING3 0.212 0.3920 0.0049 0.988 0.90 0.94 RICH 0.314 0.5820 0.0074 0.987 0.90 0.19 GAPPY_SUBJECT 0.260 0.4816 0.0062 0.987 0.90 0.95 CREDIT_CARD 0.208 0.3855 0.0049 0.987 0.90 2.80 FORGED_JUNO_RCVD 0.052 0.0972 0.0012 0.987 0.90 0.22 FREE_PREVIEW 0.398 0.7364 0.0099 0.987 0.90 0.88 AOL_USERS_LINK 0.152 0.2807 0.0037 0.987 0.90 0.00 MIME_BOUND_MA 1.259 2.3291 0.0334 0.986 0.90 0.13 OPT_HEADER 0.151 0.2797 0.0037 0.987 0.90 2.53 PAY_SITE 0.851 1.5733 0.0223 0.986 0.90 2.39 EXCUSE_REMOVE 1.694 3.1303 0.0470 0.985 0.90 0.57 MORTGAGE_PITCH 2.424 4.4768 0.0705 0.984 0.90 0.25 LIMITED_TIME_ONLY 16.951 30.9254 0.9368 0.971 0.90 0.27 HTML_FONT_BIG 0.432 0.8001 0.0111 0.986 0.90 2.10 CELL_PHONE_BOOST 0.112 0.0032 0.2376 0.013 0.90 0.00 MSN_FOOTER1 0.289 0.5356 0.0074 0.986 0.90 2.63 SUBJECT_APPROVED 0.379 0.7008 0.0099 0.986 0.90 2.80 GET_PAID 0.048 0.0896 0.0012 0.986 0.90 2.80 HARDCORE_PORN 0.048 0.0896 0.0012 0.986 0.90 2.79 PORN_6 0.239 0.4416 0.0062 0.986 0.90 0.00 REFINANCE_YOUR_HOME 0.144 0.2667 0.0037 0.986 0.90 0.00 HTML_IMAGE_AREA_05 5.150 9.4871 0.1794 0.981 0.90 0.00 HTML_FONT_COLOR_NAME 0.096 0.1771 0.0025 0.986 0.90 2.80 MEET_SINGLES 0.939 1.7352 0.0260 0.985 0.90 2.80 FORGED_MUA_EUDORA 0.094 0.1738 0.0025 0.986 0.90 0.00 WHY_PAY_MORE 0.092 0.1695 0.0025 0.986 0.90 0.41 FIND_ANYTHING 2.404 4.4358 0.0755 0.983 0.90 0.00 REMOVE_FROM_LIST 4.858 8.9407 0.1782 0.980 0.90 1.34 DATE_IN_FUTURE_06_12 0.472 0.8714 0.0136 0.985 0.90 1.41 RATWARE_HASH_2 3.773 6.9496 0.1336 0.981 0.89 0.00 HTML_TAG_BALANCE_BODY 0.292 0.5399 0.0087 0.984 0.89 0.00 GUARANTEED_STUFF 1.145 2.1132 0.0359 0.983 0.89 0.74 BANG_MONEY 1.292 2.3831 0.0408 0.983 0.89 0.00 X_MSMAIL_PRIORITY_HIGH 0.042 0.0777 0.0012 0.984 0.89 2.80 STOCK_ALERT 0.208 0.3833 0.0062 0.984 0.89 1.47 FREE_INVESTMENT 2.024 3.7307 0.0681 0.982 0.89 1.02 EARN_MONEY 0.660 1.2180 0.0210 0.983 0.89 0.00 HTTP_ESCAPED_HOST 1.484 2.7362 0.0495 0.982 0.89 0.00 BANG_MORE 1.654 3.0483 0.0557 0.982 0.89 0.42 HTML_TITLE_UNTITLED 0.122 0.0043 0.2562 0.017 0.89 0.00 HOTMAIL_FOOTER5 0.119 0.2203 0.0037 0.983 0.89 0.00 STOCK_PICK 0.969 1.7860 0.0322 0.982 0.89 1.50 FROM_WEBMAIL_ENDS_IN_NUMS6 2.968 5.4616 0.1101 0.980 0.89 0.00 EXCUSE_10 1.062 1.9577 0.0359 0.982 0.89 0.18 OPT_IN_CAPS 2.138 3.9369 0.0767 0.981 0.89 0.50 HTML_IMAGE_ONLY_10 0.525 0.9675 0.0173 0.982 0.89 0.00 HTML_WIN_FOCUS 0.152 0.2807 0.0049 0.983 0.89 2.80 UP_TO_OR_MORES 1.282 2.3615 0.0458 0.981 0.89 0.00 LOTS_OF_STUFF 0.566 1.0431 0.0198 0.981 0.89 0.00 HTML_FONT_COLOR_UNKNOWN 0.036 0.0669 0.0012 0.982 0.89 1.20 WE_HATE_SPAM 1.346 2.4771 0.0495 0.980 0.89 1.46 USERPASS 1.620 2.9813 0.0606 0.980 0.89 0.41 BAD_CREDIT 0.036 0.0659 0.0012 0.982 0.89 0.48 SUBJ_DOUBLE_YOUR 0.107 0.1965 0.0037 0.981 0.89 0.22 BUY_DIRECT 3.919 7.1968 0.1633 0.978 0.89 0.00 HTML_TAG_BALANCE_HTML 2.239 4.1173 0.0866 0.979 0.89 0.00 SUBJ_FREE_CAP 2.016 3.7069 0.0780 0.979 0.89 0.00 MIME_BOUND_DASH_DIGIT 0.414 0.7623 0.0148 0.981 0.89 0.00 REPLY_REMOVE_SUBJECT 0.174 0.3196 0.0062 0.981 0.89 0.26 SAVE_ON_INSURANCE 5.588 10.2408 0.2562 0.976 0.88 0.00 MISSING_OUTLOOK_NAME 0.026 0.0011 0.0544 0.019 0.88 -1.13 EVITE 0.100 0.1846 0.0037 0.980 0.88 0.00 GET_IT_NOW 3.151 5.7834 0.1349 0.977 0.88 0.92 REMOVE_SUBJ 0.488 0.8973 0.0186 0.980 0.88 1.03 ACT_NOW_CAPS 0.295 0.5421 0.0111 0.980 0.88 0.00 FREE_ACCESS 6.619 12.1088 0.3267 0.974 0.88 0.10 HTML_TAG_EXISTS_TBODY 0.492 0.0216 1.0321 0.020 0.88 0.00 USER_AGENT_APPLEMAIL 0.577 1.0604 0.0223 0.979 0.88 1.88 THIS_AINT_SPAM 0.385 0.7083 0.0148 0.979 0.88 1.54 US_DOLLARS 0.097 0.1792 0.0037 0.980 0.88 2.29 COMMUNIGATE 2.531 4.6442 0.1101 0.977 0.88 1.89 X_PRIORITY_HIGH 0.063 0.1155 0.0025 0.979 0.88 2.38 WE_PROMISE_YOU 1.352 2.4825 0.0569 0.978 0.88 0.00 HTML_TAG_BALANCE_TABLE 1.149 2.1088 0.0483 0.978 0.88 0.74 HTTP_USERNAME_USED 0.183 0.3369 0.0074 0.978 0.88 0.00 SELECTED_YOU 0.302 0.5550 0.0124 0.978 0.88 1.93 SAVE_THOUSANDS 0.121 0.2224 0.0049 0.978 0.88 2.80 TO_NO_USER 0.121 0.2214 0.0049 0.978 0.88 1.39 URI_IS_POUND 0.385 0.7073 0.0161 0.978 0.88 1.54 ACCEPT_CREDIT_CARDS 0.642 1.1791 0.0272 0.977 0.88 0.00 BEST_PORN 0.834 1.5312 0.0359 0.977 0.88 0.00 DO_IT_TODAY 0.029 0.0540 0.0012 0.978 0.88 1.99 UNIVERSITY_DIPLOMAS 1.895 3.4726 0.0866 0.976 0.88 1.31 FORGED_RCVD_TRAIL 0.732 1.3433 0.0322 0.977 0.87 0.00 HTML_EMBEDS 0.427 0.7839 0.0186 0.977 0.87 0.00 VIAGRA 0.729 1.3379 0.0322 0.977 0.87 1.63 ADDR_FREE 1.101 2.0192 0.0495 0.976 0.87 0.00 LOW_PRICE 0.227 0.4168 0.0099 0.977 0.87 0.00 BANG_BOSS 0.057 0.1047 0.0025 0.977 0.87 2.70 OFFSHORE_SCAM 0.085 0.1566 0.0037 0.977 0.87 0.00 SUPPLIES_LIMITED 1.974 3.6162 0.0928 0.975 0.87 0.50 RCVD_IN_ORBS 20.582 37.0824 1.6731 0.957 0.87 0.10 HTML_LINK_CLICK_HERE 0.251 0.4611 0.0111 0.976 0.87 2.70 MONEY_MAKING 0.112 0.2052 0.0049 0.976 0.87 1.39 BEEN_TURNED_DOWN 1.970 3.6076 0.0940 0.975 0.87 0.89 HTML_IMAGE_RATIO_04 0.353 0.6479 0.0161 0.976 0.87 0.23 SUBJ_DOLLARS 5.539 10.1069 0.3044 0.971 0.87 0.00 EXCUSE_14 5.133 9.3683 0.2784 0.971 0.87 2.29 FORGED_YAHOO_RCVD 6.057 11.0463 0.3391 0.970 0.87 0.10 HTML_FONT_COLOR_UNSAFE 0.325 0.5960 0.0148 0.976 0.87 1.48 OPPORTUNITY 0.704 0.0378 1.4676 0.025 0.87 0.00 RESENT_TO 0.027 0.0486 0.0012 0.975 0.87 2.33 NO_AGE 0.132 0.2419 0.0062 0.975 0.87 0.93 FROM_NO_USER 1.685 3.0817 0.0841 0.973 0.87 0.00 HTML_TAG_BALANCE_A 0.533 0.9751 0.0260 0.974 0.87 1.59 X_LIBRARY 0.178 0.3261 0.0087 0.974 0.87 1.31 PRINT_FORM_SIGNATURE 0.176 0.3229 0.0087 0.974 0.87 2.70 NO_STRINGS 0.050 0.0918 0.0025 0.974 0.87 2.59 PROMOTION 1.255 2.2924 0.0656 0.972 0.86 1.56 HOME_EMPLOYMENT 0.218 0.3984 0.0111 0.973 0.86 0.00 SUBJ_2_CREDIT 1.869 3.4089 0.1039 0.970 0.86 0.85 US_DOLLARS_3 0.717 1.3087 0.0384 0.972 0.86 0.00 HTML_TAG_BALANCE_HEAD 1.703 3.1033 0.0978 0.969 0.86 0.00 HTML_FONT_COLOR_CYAN 0.283 0.5161 0.0161 0.970 0.86 1.54 SUBJ_YOUR_OWN 0.022 0.0400 0.0012 0.970 0.86 0.00 VERB_UP_TO_OR_MORES 0.842 1.5333 0.0495 0.969 0.85 0.00 SAVINGS 1.496 2.7232 0.0903 0.968 0.85 0.00 RCVD_IN_RELAYS_ORDB_ORG 0.255 0.4654 0.0148 0.969 0.85 2.70 EXTRA_CASH 0.484 0.8822 0.0285 0.969 0.85 0.04 EXTRA_MPART_TYPE 0.085 0.1544 0.0049 0.969 0.85 0.00 HTML_IMAGE_AREA_06 1.498 2.7243 0.0916 0.967 0.85 0.93 DATE_IN_FUTURE_03_06 1.135 2.0657 0.0693 0.968 0.85 0.00 OPT_OUT 0.636 1.1575 0.0384 0.968 0.85 0.00 DEAR_FRIEND 0.021 0.0378 0.0012 0.968 0.85 0.00 LUXURY_CAR 0.427 0.7775 0.0260 0.968 0.85 1.45 NO_EXPERIENCE 4.051 7.3469 0.2735 0.964 0.85 0.30 MAILTO_TO_REMOVE 0.103 0.1868 0.0062 0.968 0.85 2.54 YOUR_INCOME 0.082 0.1490 0.0049 0.968 0.85 0.24 NUMERIC_HTTP_ADDR 0.323 0.5885 0.0198 0.967 0.85 2.70 SUB_HELLO 0.536 0.9751 0.0334 0.967 0.85 0.00 HTML_WIN_BLUR 0.121 0.2192 0.0074 0.967 0.85 0.68 APPLY_ONLINE 6.496 11.7471 0.4789 0.961 0.85 0.51 HTML_70_80 0.020 0.0356 0.0012 0.966 0.85 2.41 SERIOUS_CASH 1.179 2.1402 0.0780 0.965 0.84 0.00 SUB_FREE_OFFER 2.940 5.3277 0.2042 0.963 0.84 0.00 HTML_IMAGE_ONLY_08 0.177 0.0130 0.3651 0.034 0.84 0.00 FAILURE_NOTICE_2 2.029 3.6789 0.1386 0.964 0.84 0.35 MIME_BOUND_NEXTPART 1.485 2.6930 0.1015 0.964 0.84 0.00 TO_HAS_SPACES 0.298 0.5399 0.0198 0.965 0.84 0.00 HTML_IMAGE_AREA_04 0.074 0.1350 0.0049 0.965 0.84 0.00 PRIZE 1.690 3.0612 0.1188 0.963 0.84 0.20 REMOVE_IN_QUOTES 0.164 0.2969 0.0111 0.964 0.84 1.64 MIME_BOUND_DIGITS_4 1.735 3.1390 0.1250 0.962 0.84 2.49 PORN_4 15.655 27.9765 1.5345 0.948 0.84 0.10 HTML_FONT_COLOR_RED 2.726 0.2322 5.5835 0.040 0.84 0.00 SIGNATURE_SHORT_SPARSE 5.894 10.6230 0.4740 0.957 0.84 0.10 EXCUSE_3 0.457 0.8271 0.0322 0.963 0.84 0.00 HTML_SHOUTING5 1.871 3.3830 0.1374 0.961 0.84 0.00 HTML_FONT_COLOR_MAGENTA 7.085 12.7502 0.5927 0.956 0.84 0.10 OFFER 0.139 0.2516 0.0099 0.962 0.83 0.26 CELEBRITY_PORN 0.288 0.5205 0.0210 0.961 0.83 1.85 VACATION_SCAM 44.572 77.3523 7.0053 0.917 0.83 0.00 HTML_MESSAGE 1.961 3.5385 0.1534 0.958 0.83 0.00 HTML_EVENT 0.025 0.0022 0.0520 0.040 0.83 -0.28 Q_FOR_SELLER 1.956 3.5266 0.1559 0.958 0.83 0.00 HTML_IMAGE_ONLY_12 0.178 0.3207 0.0136 0.959 0.83 0.00 FREE_SAMPLE 1.562 2.8161 0.1237 0.958 0.83 0.00 MIME_HTML_NO_CHARSET 0.177 0.3196 0.0136 0.959 0.83 0.00 UPPERCASE_75_100 1.470 2.6509 0.1176 0.958 0.83 0.00 HTML_TAG_BALANCE_FONT 5.268 9.4623 0.4603 0.954 0.83 0.29 HTML_FONT_FACE_ODD 3.975 7.1483 0.3378 0.955 0.83 0.00 HTML_FONT_COLOR_YELLOW 0.919 1.6575 0.0730 0.958 0.83 0.56 ADDR_NUMS_AT_BIGSITE 0.216 0.3898 0.0173 0.957 0.82 1.90 SUBJ_BUY 2.427 4.3656 0.2054 0.955 0.82 0.93 NO_COST 0.757 1.3638 0.0619 0.957 0.82 1.63 DATE_IN_PAST_96_XX 14.057 25.0146 1.4998 0.943 0.82 0.10 HTML_FONT_COLOR_BLUE 0.214 0.3855 0.0173 0.957 0.82 2.09 MIME_DEFICIENT_QP 4.906 8.8014 0.4418 0.952 0.82 0.00 FROM_HAS_MIXED_NUMS 2.349 4.2220 0.2017 0.954 0.82 0.46 PRIORITY_NO_NAME 0.449 0.8088 0.0371 0.956 0.82 2.60 TO_EMPTY 6.829 12.2222 0.6472 0.950 0.82 0.10 HTML_FONT_COLOR_GRAY 1.198 2.1542 0.1015 0.955 0.82 0.00 ORDER_NOW 0.514 0.9254 0.0433 0.955 0.82 1.09 WHY_WAIT 1.051 1.8896 0.0903 0.954 0.82 0.34 HTML_IMAGE_RATIO_08 0.029 0.0529 0.0025 0.955 0.82 0.76 LYING_EYES 0.864 1.5538 0.0742 0.954 0.82 0.61 ADULT_SITE 1.326 2.3810 0.1176 0.953 0.81 0.00 WORK_AT_HOME 0.200 0.3596 0.0173 0.954 0.81 1.48 ITS_LEGAL 0.296 0.5323 0.0260 0.953 0.81 0.50 LARGE_HEX 0.170 0.3045 0.0148 0.954 0.81 2.03 MUST_BE_18 0.153 0.2753 0.0136 0.953 0.81 0.00 FANTASTIC 1.105 1.9814 0.1002 0.952 0.81 1.08 DATE_MISSING 9.002 16.0231 0.9566 0.944 0.81 0.10 HTML_60_70 2.599 4.6528 0.2450 0.950 0.81 0.00 HTTP_WITH_EMAIL_IN_URL 0.027 0.0486 0.0025 0.952 0.81 2.48 NO_FORMS 1.331 2.3842 0.1250 0.950 0.81 0.00 REMOVAL_INSTRUCTIONS 2.339 4.1831 0.2265 0.949 0.81 0.00 HTML_FONT_FACE_BAD 1.405 2.5138 0.1336 0.950 0.81 0.00 FOR_JUST_SOME_AMT 0.237 0.4244 0.0223 0.950 0.80 2.60 DATE_IN_FUTURE_24_48 0.157 0.2807 0.0148 0.950 0.80 2.23 NEW_DOMAIN_EXTENSIONS 6.202 11.0398 0.6583 0.944 0.80 0.46 X_NJABL_OPEN_PROXY 0.026 0.0464 0.0025 0.949 0.80 1.35 LESBIAN 0.450 0.8044 0.0433 0.949 0.80 2.60 DEAR_SOMETHING 0.090 0.1609 0.0087 0.949 0.80 0.26 THE_FOLLOWING_FORM 0.230 0.4103 0.0223 0.949 0.80 1.01 FULL_REFUND 1.698 3.0310 0.1695 0.947 0.80 0.77 MANY_EXCLAMATIONS 5.093 9.0638 0.5432 0.943 0.80 0.00 MSGID_HAS_NO_AT 1.684 3.0062 0.1695 0.947 0.80 0.00 UNSUB_SCRIPT 8.212 14.5438 0.9566 0.938 0.79 0.55 HTML_50_60 1.575 2.8053 0.1646 0.945 0.79 0.00 WEIRD_PORT 1.051 1.8734 0.1089 0.945 0.79 0.00 HTML_EVENT_UNSAFE 0.085 0.1512 0.0087 0.946 0.79 0.50 REPLY_TO_EMPTY 0.036 0.0648 0.0037 0.946 0.79 0.00 PHONE_CANCER 0.322 0.5745 0.0334 0.945 0.79 1.26 OPPORTUNITY_2 0.059 0.1047 0.0062 0.944 0.79 2.60 USER_4U2 0.362 0.6446 0.0384 0.944 0.79 0.00 BE_AMAZED 0.081 0.1447 0.0087 0.944 0.79 0.50 BANKRUPTCY 6.668 0.9103 13.2669 0.064 0.79 0.00 X_LOOP 1.044 1.8540 0.1163 0.941 0.78 1.62 BULK_EMAIL 13.970 24.4984 1.9045 0.928 0.78 0.10 HTML_WEB_BUGS 0.208 0.0259 0.4158 0.059 0.78 -0.94 RCVD_IN_BONDEDSENDER 2.587 0.3401 5.1627 0.062 0.78 0.00 USER_AGENT 0.099 0.1760 0.0111 0.940 0.78 0.52 X_ESMTP 2.139 3.7847 0.2524 0.937 0.78 0.00 NO_OBLIGATION 4.381 0.6112 8.7007 0.066 0.78 0.00 HAS_ORGANIZATION 0.032 0.0572 0.0037 0.939 0.78 0.31 HERBAL_VIAGRA 0.565 0.9999 0.0656 0.938 0.78 0.00 HTML_TAG_EXISTS_BASE 0.244 0.4319 0.0285 0.938 0.77 0.00 FROM_STARTS_WITH_NUMS 1.465 2.5915 0.1745 0.937 0.77 1.65 SEMIFORGED_HOTMAIL_RCVD 0.066 0.0086 0.1312 0.062 0.77 0.00 YAHOO_MSGID_ADDED 0.283 0.4999 0.0334 0.937 0.77 0.00 FREE_DVD 0.010 0.0184 0.0012 0.937 0.77 0.00 MANY_FROMS 4.461 7.8523 0.5742 0.932 0.77 0.00 ONLY_COST 0.690 1.2180 0.0854 0.934 0.77 0.00 CASHCASHCASH 0.040 0.0713 0.0049 0.935 0.77 0.00 HIDDEN_CHARGES 1.428 0.2062 2.8276 0.068 0.76 -0.40 X_AUTH_WARNING 23.752 40.8930 4.1072 0.909 0.76 0.00 CLICK_BELOW 2.870 0.4298 5.6664 0.070 0.76 0.00 X_ACCEPT_LANG 0.007 0.0011 0.0148 0.068 0.76 0.00 SUBJECT_IS_IN_REVIEW 0.620 1.0917 0.0804 0.931 0.76 0.00 HTML_IMAGE_RATIO_14 1.052 1.8497 0.1374 0.931 0.76 0.54 INVALID_MSGID 0.287 0.5043 0.0371 0.931 0.76 0.00 HTML_TAG_EXISTS_PARAM 0.700 1.2310 0.0916 0.931 0.76 2.50 FORGED_MUA_MOZILLA 0.124 0.2181 0.0161 0.931 0.76 0.00 NO_QS_ASKED 0.037 0.0054 0.0730 0.069 0.76 -0.16 APPROVED_BY 5.550 9.6977 0.7969 0.924 0.75 0.00 HTML_WITH_BGCOLOR 0.046 0.0810 0.0062 0.929 0.75 2.33 FREE_WEBSITE 0.009 0.0162 0.0012 0.929 0.75 0.00 SERIOUS_ONLY 5.187 0.8520 10.1547 0.077 0.75 0.00 SIGNATURE_SHORT_DENSE 2.623 4.5870 0.3712 0.925 0.75 1.15 SUBJ_ALL_CAPS 5.554 9.6815 0.8229 0.922 0.75 1.06 HTML_40_50 0.686 1.2018 0.0953 0.927 0.75 0.00 HTML_IMAGE_RATIO_12 0.081 0.1415 0.0111 0.927 0.75 2.50 ROUND_THE_WORLD 0.360 0.6295 0.0507 0.925 0.74 0.00 HTML_RELAYING_FRAME 0.070 0.1231 0.0099 0.926 0.74 0.76 SEDUCTION 0.209 0.3650 0.0297 0.925 0.74 0.26 FROM_ALL_NUMS 0.375 0.6554 0.0544 0.923 0.74 0.00 LONG_DISTANCE 0.569 0.9902 0.0854 0.921 0.73 0.00 ALL_CAP_PORN 1.130 1.9642 0.1745 0.918 0.73 0.00 EXCUSE_7 16.644 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0.185 0.0356 0.3564 0.091 0.70 -0.40 FORGOTTEN_PASSWORD 4.855 8.3101 0.8947 0.903 0.70 0.54 HTML_80_90 10.970 18.5855 2.2435 0.892 0.69 0.00 MAILTO_LINK 4.064 6.9312 0.7784 0.899 0.69 0.00 MAILTO_WITH_SUBJ 0.773 1.3228 0.1435 0.902 0.69 1.53 EXCUSE_11 0.391 0.6684 0.0730 0.902 0.69 0.00 FOR_INSTANT_ACCESS 1.473 2.5159 0.2784 0.900 0.69 0.00 HTML_IMAGE_RATIO_06 0.390 0.6662 0.0730 0.901 0.69 0.00 INSTANT_ACCESS 0.223 0.3812 0.0421 0.901 0.68 0.00 CONGRATULATIONS 0.019 0.0324 0.0037 0.897 0.68 0.00 NEW_CUSTOMER 2.921 4.9563 0.5890 0.894 0.68 0.00 DIET 0.063 0.1069 0.0124 0.896 0.67 2.30 NIGERIAN_SUBJECT2 0.037 0.0637 0.0074 0.896 0.67 0.84 CASH_BONUS 0.106 0.1792 0.0210 0.895 0.67 0.00 SHOPPING_SPREE 1.500 2.5440 0.3044 0.893 0.67 0.00 HOT_NASTY 0.541 0.9178 0.1101 0.893 0.67 0.00 LARGE_COLLECTION 2.487 4.2015 0.5222 0.889 0.67 0.00 HTML_JAVASCRIPT 2.978 5.0265 0.6299 0.889 0.66 0.76 DATE_IN_PAST_06_12 1.227 2.0721 0.2574 0.890 0.66 1.74 PLING_PLING 0.343 0.5788 0.0718 0.890 0.66 0.00 DOMAIN_4U2 0.413 0.6975 0.0866 0.890 0.66 0.00 WHILE_SUPPLIES 2.288 3.8549 0.4913 0.887 0.66 1.52 TO_MALFORMED 0.086 0.1447 0.0186 0.886 0.65 2.11 EXCUSE_6 0.729 1.2245 0.1609 0.884 0.65 0.00 MIME_EXCESSIVE_QP 0.309 0.5194 0.0681 0.884 0.65 0.00 UPPERCASE_50_75 0.073 0.1220 0.0161 0.884 0.65 0.00 NO_DISAPPOINTMENT 0.149 0.2494 0.0334 0.882 0.64 0.00 JAVASCRIPT_URI 4.147 6.9193 0.9702 0.877 0.64 0.00 LINES_OF_YELLING_2 2.763 4.6097 0.6460 0.877 0.64 0.57 FOR_FREE 2.879 4.7943 0.6843 0.875 0.63 1.16 HTML_20_30 0.219 0.3650 0.0507 0.878 0.63 0.00 YOU_WON 2.302 3.8300 0.5507 0.874 0.63 0.00 LINES_OF_YELLING_3 0.641 1.0658 0.1534 0.874 0.63 0.00 PLING_QUERY 0.150 0.2494 0.0359 0.874 0.63 0.00 DONT_DELETE 0.601 0.9988 0.1448 0.873 0.63 0.53 SATISFACTION 3.342 5.5372 0.8266 0.870 0.63 0.29 DATE_IN_PAST_03_06 0.031 0.0508 0.0074 0.872 0.62 2.20 DATE_IN_FUTURE_48_96 3.817 6.2941 0.9776 0.866 0.62 0.00 UNSUB_PAGE 32.620 51.8022 10.6361 0.830 0.61 0.55 RCVD_IN_OSIRUSOFT_COM 0.212 0.0605 0.3849 0.136 0.61 0.00 HTML_COMMENT_EGP 0.569 0.9329 0.1510 0.861 0.60 0.00 ASCII_FORM_ENTRY 0.204 0.3337 0.0544 0.860 0.60 0.15 URGENT_BIZ 21.174 33.8495 6.6477 0.836 0.59 0.85 RCVD_IN_NJABL 0.046 0.0756 0.0124 0.859 0.59 2.20 MARKET_SOLUTION 0.005 0.0076 0.0012 0.859 0.59 0.00 NATURAL_VIAGRA 0.142 0.2332 0.0384 0.859 0.59 0.00 DIRECT_EMAIL 0.261 0.4265 0.0705 0.858 0.59 2.20 FROM_NO_LOWER 1.634 2.6574 0.4616 0.852 0.58 0.00 MISSING_HEADERS 9.678 15.5458 2.9538 0.840 0.58 0.00 LINES_OF_YELLING 1.861 2.9954 0.5606 0.842 0.56 0.00 CALL_FREE 2.448 3.9218 0.7586 0.838 0.56 0.00 DATE_IN_PAST_12_24 0.004 0.0065 0.0012 0.840 0.55 0.00 EXCUSE_8 0.687 1.0982 0.2153 0.836 0.55 0.00 SAVE_BUCKS 0.082 0.1317 0.0260 0.835 0.55 1.01 DRASTIC_REDUCED 0.081 0.1285 0.0260 0.832 0.54 0.00 MASS_EMAIL 0.594 0.9427 0.1943 0.829 0.54 0.00 UNDISC_RECIPS 0.151 0.2397 0.0495 0.829 0.53 0.09 NO_PURCHASE 3.383 5.3396 1.1409 0.824 0.53 0.40 MSG_ID_ADDED_BY_MTA_2 0.052 0.0831 0.0173 0.828 0.53 0.00 LINK_TO_NO_SCHEME 0.273 0.4319 0.0916 0.825 0.53 0.00 ASKS_BILLING_ADDRESS 10.561 16.3978 3.8720 0.809 0.52 1.45 RCVD_IN_RFCI 0.086 0.1350 0.0297 0.820 0.52 0.00 DOMAIN_SUBJECT 1.315 2.0592 0.4628 0.816 0.51 0.00 TO_ADDRESS_EQ_REAL 0.085 0.0324 0.1448 0.183 0.51 -0.30 USER_AGENT_GNUS_XM 0.048 0.0194 0.0817 0.192 0.49 0.00 FAILURE_NOTICE_1 0.528 0.2138 0.8885 0.194 0.49 0.00 FWD_MSG 0.303 0.4665 0.1151 0.802 0.48 0.00 DOMAIN_BODY 0.152 0.2322 0.0594 0.796 0.47 1.54 SEARCH_ENGINE_PROMO 2.881 4.3905 1.1521 0.792 0.47 1.24 UPPERCASE_25_50 0.903 1.3703 0.3675 0.789 0.46 0.00 GREAT_OFFER 0.528 0.7990 0.2178 0.786 0.46 0.00 EARN_PER_WEEK 2.981 1.3789 4.8175 0.223 0.45 0.00 X_OSIRU_DUL_FH 0.081 0.1220 0.0346 0.779 0.44 0.00 INCREASE_SOMETHING 0.006 0.0086 0.0025 0.777 0.44 0.00 CONFIDENTIAL_ORDER 0.003 0.0043 0.0012 0.777 0.44 0.00 AUTO_EMAIL_REMOVAL 0.600 0.8941 0.2636 0.772 0.43 0.00 HTML_FONT_FACE_CAPS 1.187 1.7644 0.5259 0.770 0.43 0.00 FREE_TRIAL 3.677 5.3795 1.7250 0.757 0.41 0.38 MAILTO_TO_SPAM_ADDR 0.730 1.0636 0.3477 0.754 0.40 0.00 DATE_IN_PAST_24_48 23.556 32.9748 12.7608 0.721 0.40 0.82 NO_REAL_NAME 0.191 0.2753 0.0953 0.743 0.38 0.47 MARKETING 0.351 0.5010 0.1782 0.738 0.38 0.00 MSGID_CHARS_SPAM 0.194 0.1058 0.2958 0.264 0.37 0.00 MAILER_DAEMON 0.017 0.0238 0.0087 0.733 0.37 0.00 ONCE_IN_LIFETIME 1.475 2.0883 0.7722 0.730 0.37 1.36 HTML_10_20 16.784 23.0634 9.5867 0.706 0.36 0.00 RCVD_IN_UNCONFIRMED_DSBL 6.205 8.6492 3.4030 0.718 0.36 0.67 MSG_ID_ADDED_BY_MTA_3 0.965 1.3530 0.5197 0.722 0.36 0.00 SMTPD_IN_RCVD 0.014 0.0194 0.0074 0.724 0.36 0.00 RATWARE_SCREWUP_2 0.005 0.0065 0.0025 0.724 0.36 0.00 OUR_COMPENSATION 0.005 0.0065 0.0025 0.724 0.36 0.00 WORRY_FREE 0.052 0.0723 0.0297 0.709 0.33 1.70 X_GCMULTI 3.060 4.1432 1.8178 0.695 0.32 0.47 OPT_IN 1.405 1.8335 0.9133 0.668 0.28 0.00 HTML_00_10 5.106 6.5360 3.4662 0.653 0.27 0.00 MIME_LONG_LINE_QP 1.641 2.1078 1.1051 0.656 0.27 0.00 X_NJABL_DIALUP 1.171 0.8358 1.5543 0.350 0.26 0.00 USER_AGENT_MOZILLA_XM 2.285 2.8820 1.6013 0.643 0.25 0.00 EMAIL_MARKETING 0.250 0.3153 0.1757 0.642 0.25 0.00 DATE_IN_FUTURE_96_XX 0.002 0.0022 0.0012 0.636 0.24 0.00 IN_ACCORDANCE_WITH_LAWS 0.684 0.7883 0.5655 0.582 0.19 0.00 US_DOLLARS_2 1.138 1.2666 0.9912 0.561 0.17 0.00 X_OSIRU_DUL 0.338 0.3661 0.3069 0.544 0.15 0.00 DATE_IN_PAST_48_96 0.000 0.0000 0.0000 0.500 0.12 0.00 RAZOR2_CF_RANGE_51_60 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 RAZOR2_CF_RANGE_21_30 0.000 0.0000 0.0000 0.500 0.12 0.00 RAZOR2_CF_RANGE_41_50 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 4.00 HABEAS_HIL 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 RAZOR2_CF_RANGE_11_20 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_80 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_70 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_60 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_90 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 RAZOR2_CF_RANGE_61_70 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 INTL_EXEC_GUILD 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 X_OSIRU_SPAM_SRC 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_99 0.000 0.0000 0.0000 0.500 0.12 0.00 RAZOR2_CF_RANGE_31_40 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 BAYES_44 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 RCVD_IN_BL_SPAMCOP_NET 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 BAYES_30 0.000 0.0000 0.0000 0.500 0.12 0.00 RAZOR2_CF_RANGE_01_10 0.000 0.0000 0.0000 0.500 0.12 0.00 RAZOR2_CF_RANGE_71_80 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 RCVD_IN_DUL 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 BAYES_20 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_10 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 BAYES_01 0.000 0.0000 0.0000 0.500 0.12 0.00 BAYES_00 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 RAZOR2_CF_RANGE_81_90 0.000 0.0000 0.0000 0.500 0.12 0.00 RAZOR2_CF_RANGE_91_100 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 X_FIX_PRESENT 0.001 0.0011 0.0012 0.466 0.09 0.00 BUY_JUDGEMENTS 5.494 3.3333 7.9693 0.295 0.03 0.00 RCVD_IN_MULTIHOP_DSBL 0.091 0.0324 0.1572 0.171 0.00 0.00 BAD_HELO_WARNING 0.001 0.0011 0.0000 1.000 0.00 0.00 HOTMAIL_FOOTER2 0.001 0.0000 0.0025 0.000 0.00 0.00 RCVD_IN_VISI 0.001 0.0000 0.0012 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