STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 20976 34.74% (99.80% of non-spam corpus) # Correctly spam: 37062 61.38% (94.15% of spam corpus) # False positives: 43 0.07% (0.20% of nonspam, 5039 weighted) # False negatives: 2304 3.82% (5.85% of spam, 7612 weighted) # TCR: 15.627630 SpamRecall: 94.147% SpamPrec: 99.884% FP: 0.07% FN: 3.82% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 302 0.50% (1.44% of non-spam corpus) # Correctly spam: 39366 65.19% (100.00% of spam corpus) # False positives: 20717 34.31% (98.56% of nonspam, 146072 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # TCR: 0.380036 SpamRecall: 100.000% SpamPrec: 65.519% FP: 34.31% FN: 0.00% # SUMMARY for threshold -3.0: # Correctly non-spam: 319 0.53% (1.52% of non-spam corpus) # Correctly spam: 39366 65.19% (100.00% of spam corpus) # False positives: 20700 34.28% (98.48% of nonspam, 147216 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # TCR: 0.380348 SpamRecall: 100.000% SpamPrec: 65.538% FP: 34.28% FN: 0.00% # SUMMARY for threshold -2.0: # Correctly non-spam: 323 0.53% (1.54% of non-spam corpus) # Correctly spam: 39366 65.19% (100.00% of spam corpus) # False positives: 20696 34.27% (98.46% of nonspam, 147424 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # TCR: 0.380421 SpamRecall: 100.000% SpamPrec: 65.542% FP: 34.27% FN: 0.00% # SUMMARY for threshold -1.0: # Correctly non-spam: 327 0.54% (1.56% of non-spam corpus) # Correctly spam: 39366 65.19% (100.00% of spam corpus) # False positives: 20692 34.27% (98.44% of nonspam, 147553 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # TCR: 0.380495 SpamRecall: 100.000% SpamPrec: 65.547% FP: 34.27% FN: 0.00% # SUMMARY for threshold 0.0: # Correctly non-spam: 328 0.54% (1.56% of non-spam corpus) # Correctly spam: 39366 65.19% (100.00% of spam corpus) # False positives: 20691 34.27% (98.44% of nonspam, 147563 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # TCR: 0.380513 SpamRecall: 100.000% SpamPrec: 65.548% FP: 34.27% FN: 0.00% # SUMMARY for threshold 1.0: # Correctly non-spam: 18256 30.23% (86.85% of non-spam corpus) # Correctly spam: 39160 64.85% (99.48% of spam corpus) # False positives: 2763 4.58% (13.15% of nonspam, 111421 weighted) # False negatives: 206 0.34% (0.52% of spam, 78 weighted) # TCR: 2.807646 SpamRecall: 99.477% SpamPrec: 93.409% FP: 4.58% FN: 0.34% # SUMMARY for threshold 2.0: # Correctly non-spam: 19816 32.82% (94.28% of non-spam corpus) # Correctly spam: 38971 64.54% (99.00% of spam corpus) # False positives: 1203 1.99% (5.72% of nonspam, 69276 weighted) # False negatives: 395 0.65% (1.00% of spam, 374 weighted) # TCR: 6.141342 SpamRecall: 98.997% SpamPrec: 97.006% FP: 1.99% FN: 0.65% # SUMMARY for threshold 3.0: # Correctly non-spam: 20473 33.90% (97.40% of non-spam corpus) # Correctly spam: 38592 63.91% (98.03% of spam corpus) # False positives: 546 0.90% (2.60% of nonspam, 39426 weighted) # False negatives: 774 1.28% (1.97% of spam, 1351 weighted) # TCR: 11.234589 SpamRecall: 98.034% SpamPrec: 98.605% FP: 0.90% FN: 1.28% # SUMMARY for threshold 4.0: # Correctly non-spam: 20840 34.51% (99.15% of non-spam corpus) # Correctly spam: 37929 62.81% (96.35% of spam corpus) # False positives: 179 0.30% (0.85% of nonspam, 16432 weighted) # False negatives: 1437 2.38% (3.65% of spam, 3678 weighted) # TCR: 16.880789 SpamRecall: 96.350% SpamPrec: 99.530% FP: 0.30% FN: 2.38% # SUMMARY for threshold 4.5: # Correctly non-spam: 20918 34.64% (99.52% of non-spam corpus) # Correctly spam: 37540 62.17% (95.36% of spam corpus) # False positives: 101 0.17% (0.48% of nonspam, 10257 weighted) # False negatives: 1826 3.02% (4.64% of spam, 5330 weighted) # TCR: 16.888031 SpamRecall: 95.361% SpamPrec: 99.732% FP: 0.17% FN: 3.02% # SUMMARY for threshold 5.5: # Correctly non-spam: 20999 34.78% (99.90% of non-spam corpus) # Correctly spam: 36399 60.28% (92.46% of spam corpus) # False positives: 20 0.03% (0.10% of nonspam, 2762 weighted) # False negatives: 2967 4.91% (7.54% of spam, 11080 weighted) # TCR: 12.835344 SpamRecall: 92.463% SpamPrec: 99.945% FP: 0.03% FN: 4.91% # SUMMARY for threshold 6.0: # Correctly non-spam: 21009 34.79% (99.95% of non-spam corpus) # Correctly spam: 35865 59.39% (91.11% of spam corpus) # False positives: 10 0.02% (0.05% of nonspam, 1684 weighted) # False negatives: 3501 5.80% (8.89% of spam, 14139 weighted) # TCR: 11.085891 SpamRecall: 91.107% SpamPrec: 99.972% FP: 0.02% FN: 5.80% # SUMMARY for threshold 6.5: # Correctly non-spam: 21012 34.80% (99.97% of non-spam corpus) # Correctly spam: 35278 58.42% (89.62% of spam corpus) # False positives: 7 0.01% (0.03% of nonspam, 1337 weighted) # False negatives: 4088 6.77% (10.38% of spam, 17797 weighted) # TCR: 9.547902 SpamRecall: 89.615% SpamPrec: 99.980% FP: 0.01% FN: 6.77% # SUMMARY for threshold 7.0: # Correctly non-spam: 21012 34.80% (99.97% of non-spam corpus) # Correctly spam: 34586 57.28% (87.86% of spam corpus) # False positives: 7 0.01% (0.03% of nonspam, 1337 weighted) # False negatives: 4780 7.92% (12.14% of spam, 22452 weighted) # TCR: 8.175701 SpamRecall: 87.858% SpamPrec: 99.980% FP: 0.01% FN: 7.92% # SUMMARY for threshold 8.0: # Correctly non-spam: 21016 34.80% (99.99% of non-spam corpus) # Correctly spam: 33245 55.06% (84.45% of spam corpus) # False positives: 3 0.00% (0.01% of nonspam, 774 weighted) # False negatives: 6121 10.14% (15.55% of spam, 32566 weighted) # TCR: 6.415580 SpamRecall: 84.451% SpamPrec: 99.991% FP: 0.00% FN: 10.14% # SUMMARY for threshold 9.0: # Correctly non-spam: 21016 34.80% (99.99% of non-spam corpus) # Correctly spam: 31534 52.22% (80.10% of spam corpus) # False positives: 3 0.00% (0.01% of nonspam, 774 weighted) # False negatives: 7832 12.97% (19.90% of spam, 47129 weighted) # TCR: 5.016694 SpamRecall: 80.105% SpamPrec: 99.990% FP: 0.00% FN: 12.97% # SUMMARY for threshold 10.0: # Correctly non-spam: 21017 34.81% (99.99% of non-spam corpus) # Correctly spam: 29982 49.65% (76.16% of spam corpus) # False positives: 2 0.00% (0.01% of nonspam, 598 weighted) # False negatives: 9384 15.54% (23.84% of spam, 61894 weighted) # TCR: 4.190547 SpamRecall: 76.162% SpamPrec: 99.993% FP: 0.00% FN: 15.54% # SUMMARY for threshold 12.0: # Correctly non-spam: 21018 34.81% (100.00% of non-spam corpus) # Correctly spam: 26933 44.60% (68.42% of spam corpus) # False positives: 1 0.00% (0.00% of nonspam, 380 weighted) # False negatives: 12433 20.59% (31.58% of spam, 95486 weighted) # TCR: 3.164978 SpamRecall: 68.417% SpamPrec: 99.996% FP: 0.00% FN: 20.59% # SUMMARY for threshold 15.0: # Correctly non-spam: 21018 34.81% (100.00% of non-spam corpus) # Correctly spam: 22696 37.59% (57.65% of spam corpus) # False positives: 1 0.00% (0.00% of nonspam, 380 weighted) # False negatives: 16670 27.61% (42.35% of spam, 152654 weighted) # TCR: 2.360780 SpamRecall: 57.654% SpamPrec: 99.996% FP: 0.00% FN: 27.61% # SUMMARY for threshold 17.0: # Correctly non-spam: 21018 34.81% (100.00% of non-spam corpus) # Correctly spam: 19602 32.46% (49.79% of spam corpus) # False positives: 1 0.00% (0.00% of nonspam, 380 weighted) # False negatives: 19764 32.73% (50.21% of spam, 202113 weighted) # TCR: 1.991300 SpamRecall: 49.794% SpamPrec: 99.995% FP: 0.00% FN: 32.73% # SUMMARY for threshold 20.0: # Correctly non-spam: 21018 34.81% (100.00% of non-spam corpus) # Correctly spam: 14916 24.70% (37.89% of spam corpus) # False positives: 1 0.00% (0.00% of nonspam, 380 weighted) # False negatives: 24450 40.49% (62.11% of spam, 288731 weighted) # TCR: 1.609732 SpamRecall: 37.891% SpamPrec: 99.993% FP: 0.00% FN: 40.49% 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 543473 354299 189174 0.652 0.00 0.00 (all messages) 100.000 65.1916 34.8084 0.652 0.00 0.00 (all messages as %) 22.771 34.9281 0.0011 1.000 1.00 4.50 DATE_SPAMWARE_Y2K 22.158 33.9775 0.0222 0.999 1.00 1.10 MIME_HTML_ONLY_MULTI 26.726 40.8203 0.3299 0.992 0.99 0.61 MISSING_MIMEOLE 15.714 24.0966 0.0159 0.999 0.98 2.95 FORGED_MUA_OUTLOOK 15.213 23.3283 0.0132 0.999 0.98 1.10 FORGED_OUTLOOK_HTML 47.843 72.3423 1.9580 0.974 0.98 0.67 MIME_HTML_ONLY 14.469 22.1815 0.0243 0.999 0.98 1.10 FORGED_OUTLOOK_TAGS 7.109 10.9038 0.0005 1.000 0.97 4.40 OBFUSCATING_COMMENT 7.992 12.2524 0.0137 0.999 0.96 2.87 USERPASS 6.884 10.5510 0.0153 0.999 0.96 2.75 HTML_IMAGE_ONLY_02 5.187 7.9554 0.0016 1.000 0.96 4.40 MSGID_OUTLOOK_INVALID 7.593 11.6294 0.0322 0.997 0.96 1.81 FROM_HAS_MIXED_NUMS3 2.670 4.0957 0.0000 1.000 0.96 4.40 EMAIL_ROT13 2.354 3.6111 0.0000 1.000 0.96 4.40 MSGID_SPAM_ZEROES 3.399 5.2109 0.0042 0.999 0.96 1.11 FROM_NUM_AT_WEBMAIL 3.075 4.7144 0.0037 0.999 0.95 1.10 MONEY_BACK 6.266 9.5947 0.0322 0.997 0.95 1.90 HTML_IMAGE_ONLY_04 2.090 3.2049 0.0005 1.000 0.95 4.30 REVERSE_AGING 11.886 18.1570 0.1417 0.992 0.95 1.05 REMOVE_PAGE 1.705 2.6150 0.0000 1.000 0.95 4.30 FORGED_IMS_HTML 1.681 2.5780 0.0000 1.000 0.95 4.30 FORGED_THEBAT_HTML 1.902 2.9176 0.0005 1.000 0.95 4.30 FORGED_MUA_AOL_FROM 1.625 2.4922 0.0000 1.000 0.95 4.30 FORGED_MUA_THEBAT_BOUN 2.226 3.4138 0.0021 0.999 0.95 1.10 ONLINE_PHARMACY 1.416 2.1722 0.0000 1.000 0.95 4.30 RATWARE_OE_PI 1.299 1.9918 0.0000 1.000 0.95 4.30 MSGID_SPAM_99X9XX99 2.276 3.4891 0.0026 0.999 0.95 3.42 IMPOTENCE 1.741 2.6703 0.0011 1.000 0.95 4.30 CONSOLIDATE_DEBT 1.042 1.5986 0.0000 1.000 0.95 4.30 HEAD_ILLEGAL_CHARS 0.990 1.5179 0.0000 1.000 0.95 4.30 WRINKLES 0.517 0.0000 1.4859 0.000 0.95 -4.30 HABEAS_SWE 1.289 1.9769 0.0005 1.000 0.95 4.30 FORGED_IMS_TAGS 1.518 2.3277 0.0011 1.000 0.95 4.30 YAHOO_REDIR 3.384 5.1849 0.0100 0.998 0.95 1.10 HTTP_ESCAPED_HOST 0.848 1.3014 0.0000 1.000 0.95 4.30 RCVD_AM_PM 1.198 1.8371 0.0005 1.000 0.95 4.30 CONFIRMED_FORGED 1.802 2.7632 0.0021 0.999 0.95 1.75 INVALID_DATE_TZ_ABSURD 0.790 1.2123 0.0000 1.000 0.95 4.30 FORGED_AOL_RCVD 0.774 1.1880 0.0000 1.000 0.95 4.30 WITH_LC_SMTP 1.397 2.1431 0.0011 1.000 0.95 4.30 RATWARE_RCVD_LC_ESMTP 1.136 1.7426 0.0005 1.000 0.95 4.30 GENERIC_VIAGRA 2.353 3.6063 0.0048 0.999 0.95 2.73 FORGED_RCVD_NET_HELO 28.605 43.3645 0.9621 0.978 0.95 1.06 MIME_HTML_NO_CHARSET 0.567 0.8702 0.0000 1.000 0.95 2.90 REMOVE_POSTAL 0.507 0.7776 0.0000 1.000 0.95 2.90 X_LIST_UNSUBSCRIBE 0.965 1.4793 0.0005 1.000 0.95 4.30 FROM_ILLEGAL_CHARS 0.466 0.7152 0.0000 1.000 0.95 2.90 NO_CREDIT_CHECK 0.924 1.4174 0.0005 1.000 0.95 4.30 FROM_OFFERS 0.420 0.6438 0.0000 1.000 0.95 2.90 MSGID_SPAM_6LETTER 0.388 0.5953 0.0000 1.000 0.95 2.90 COMPETE 0.386 0.5927 0.0000 1.000 0.95 2.90 OBSCURED_EMAIL 0.349 0.5360 0.0000 1.000 0.95 2.90 MULTI_FORGED 0.326 0.5001 0.0000 1.000 0.95 2.90 RATWARE_OE_MALFORMED 0.316 0.4841 0.0000 1.000 0.95 2.90 FORGED_RCVD_FROM_NUM 1.107 1.6972 0.0011 0.999 0.95 1.10 RATWARE_HASH_DASH 0.294 0.4507 0.0000 1.000 0.95 2.90 HTML_FORMACTION_MAILTO 0.281 0.4316 0.0000 1.000 0.95 2.90 ORDER_REPORT 0.275 0.4217 0.0000 1.000 0.95 2.90 USERNAME_IN_SUBJECT 0.271 0.4160 0.0000 1.000 0.95 2.90 COPY_ACCURATELY 0.270 0.4143 0.0000 1.000 0.95 2.90 NEVER_ANOTHER 0.269 0.4129 0.0000 1.000 0.95 2.90 INVALUABLE_MARKETING 0.259 0.3977 0.0000 1.000 0.95 2.90 JODY 0.254 0.3901 0.0000 1.000 0.95 2.90 MIME_ODD_CASE 0.253 0.3884 0.0000 1.000 0.95 2.90 FAKE_HELO_LYCOS 0.246 0.3771 0.0000 1.000 0.95 2.90 USE_IDENTITY 0.238 0.3655 0.0000 1.000 0.95 2.90 YOU_CAN_SEARCH 0.214 0.3285 0.0000 1.000 0.95 2.90 DIG_UP_INFO 0.204 0.3130 0.0000 1.000 0.95 2.90 HARDCORE_PORN 0.195 0.2992 0.0000 1.000 0.95 2.90 RATWARE_JPFREE 0.191 0.2927 0.0000 1.000 0.95 2.90 RATWARE_EXISCAN_FORGED 0.184 0.2817 0.0000 1.000 0.95 2.90 URI_BANNEDCD 0.181 0.2769 0.0000 1.000 0.95 2.90 X_ORIG_HOST 0.158 0.2419 0.0000 1.000 0.95 2.90 HIDDEN_ASSETS 0.157 0.2405 0.0000 1.000 0.95 2.90 ID_UNIQUE 0.156 0.2399 0.0000 1.000 0.95 2.90 RATWARE_BAD_REFS 0.150 0.2295 0.0000 1.000 0.95 2.90 HTML_COMMENT_SKY 0.146 0.2238 0.0000 1.000 0.95 2.90 BTAMAIL_URL 0.141 0.2159 0.0000 1.000 0.95 2.90 EXCUSE_23 0.137 0.2108 0.0000 1.000 0.95 2.90 X_X_PRESENT 0.136 0.2080 0.0000 1.000 0.95 2.90 FORGED_MX_HOTMAIL 0.111 0.1708 0.0000 1.000 0.95 2.90 FORGED_JUNO_FROM 0.108 0.1660 0.0000 1.000 0.95 2.90 EXCUSE_22 0.106 0.1620 0.0000 1.000 0.95 2.90 RCVD_6_CAPS_ESMTP_ID 0.105 0.1612 0.0000 1.000 0.95 2.90 NOT_INTENDED 0.103 0.1578 0.0000 1.000 0.95 2.90 WALAA 0.095 0.1454 0.0000 1.000 0.95 2.90 NIGERIAN_SUBJECT2 0.091 0.1394 0.0000 1.000 0.95 2.90 X_PRECEDENCE_REF 0.090 0.1377 0.0000 1.000 0.95 2.90 READ_TO_END 0.086 0.1324 0.0000 1.000 0.95 2.90 VIAGRA_COMBO 0.085 0.1301 0.0000 1.000 0.95 2.90 MEGA_SITE 0.084 0.1293 0.0000 1.000 0.95 2.90 URI_PXLG 0.083 0.1279 0.0000 1.000 0.95 2.90 UCE_MAIL_ACT 0.082 0.1256 0.0000 1.000 0.95 2.90 X_PRI_MISMATCH_HI 0.081 0.1248 0.0000 1.000 0.95 2.90 MIME_BOUND_MAIL_BOUND 0.081 0.1245 0.0000 1.000 0.95 2.90 MIME_BOUND_OPTIN 0.077 0.1185 0.0000 1.000 0.95 2.90 RATWARE_X_SCANNER 0.076 0.1171 0.0000 1.000 0.95 2.90 NOT_ADVISOR 0.073 0.1123 0.0000 1.000 0.95 2.90 X_ENC_PRESENT 0.071 0.1084 0.0000 1.000 0.95 2.90 AMATEUR_PORN 0.060 0.0920 0.0000 1.000 0.95 2.90 RATWARE_STORM 0.060 0.0920 0.0000 1.000 0.95 2.90 X_STORMPOST_TO 0.059 0.0900 0.0000 1.000 0.95 2.90 STOP_SNORING 0.058 0.0886 0.0000 1.000 0.95 2.90 MORTGAGE_LINKS 0.057 0.0872 0.0000 1.000 0.95 2.90 FAKE_HELO_BIGFOOT 0.055 0.0847 0.0000 1.000 0.95 2.90 VERY_SUSP_RECIPS 0.052 0.0796 0.0000 1.000 0.95 2.90 RECEIVE_EMAIL 0.046 0.0708 0.0000 1.000 0.95 2.90 DAILY_PXE 0.045 0.0692 0.0000 1.000 0.95 2.90 DATE_YEAR_ZERO_FIRST 0.044 0.0680 0.0000 1.000 0.95 2.90 RATWARE_MMAILER 0.044 0.0669 0.0000 1.000 0.95 2.90 NONEXISTENT_CHARSET 0.044 0.0669 0.0000 1.000 0.95 2.90 OUR_STRICT_ANTI 0.043 0.0663 0.0000 1.000 0.95 2.90 OUR_AFFILIATE_PARTNERS 0.041 0.0629 0.0000 1.000 0.95 2.90 NIGERIAN_BODY_GOVT_3 0.040 0.0621 0.0000 1.000 0.95 2.90 RATWARE_JIXING 0.039 0.0593 0.0000 1.000 0.95 2.90 TO_TXT 0.038 0.0584 0.0000 1.000 0.95 2.90 MSGID_4NUMS_DOLLAR 0.037 0.0567 0.0000 1.000 0.95 2.90 FREE_INVESTMENT 0.036 0.0556 0.0000 1.000 0.95 2.90 PORN_MEMBERSHIP 0.034 0.0522 0.0000 1.000 0.95 2.90 FAKE_HELO_EMAIL_COM 0.033 0.0502 0.0000 1.000 0.95 2.90 FORGED_GW05_RCVD 0.033 0.0500 0.0000 1.000 0.95 2.90 URI_DOLLARMACHINE 0.033 0.0500 0.0000 1.000 0.95 2.90 HR_3113 0.030 0.0463 0.0000 1.000 0.95 2.90 RATWARE_XMAILER 0.030 0.0463 0.0000 1.000 0.95 2.90 JAPANESE_UCE_SUBJECT 0.029 0.0452 0.0000 1.000 0.95 2.90 LOTS_OF_CC_LINES 0.029 0.0437 0.0000 1.000 0.95 2.90 DAILY_PL 0.028 0.0429 0.0000 1.000 0.95 2.90 FORGED_MUA_APPLEMAIL 0.027 0.0409 0.0000 1.000 0.95 2.90 FAKE_HELO_EUDORAMAIL 0.024 0.0364 0.0000 1.000 0.95 2.90 RCVD_BY_QVES_COM 0.023 0.0353 0.0000 1.000 0.95 2.90 RECEIVED_IDENT_SQUID 0.023 0.0350 0.0000 1.000 0.95 2.90 RATWARE_EMPTY_HELO 0.022 0.0342 0.0000 1.000 0.95 2.90 X_PMFLAGS_PRESENT 0.021 0.0327 0.0000 1.000 0.95 2.90 X_VMP_TEXT 0.021 0.0327 0.0000 1.000 0.95 2.90 MDAEMON_2_7_4 0.021 0.0322 0.0000 1.000 0.95 2.90 LESBIAN 0.021 0.0322 0.0000 1.000 0.95 2.90 WE_HATE_SPAM 0.021 0.0316 0.0000 1.000 0.95 2.90 FAKED_IP_IN_RCVD 0.020 0.0308 0.0000 1.000 0.95 2.90 FAKE_HELO_CARAMAIL 0.020 0.0305 0.0000 1.000 0.95 2.90 PORN_6 0.018 0.0282 0.0000 1.000 0.95 2.90 URI_FREEHT 0.018 0.0274 0.0000 1.000 0.95 2.90 NATURAL_VIAGRA 0.017 0.0265 0.0000 1.000 0.95 2.90 MSGID_3_DOLLARS 0.017 0.0262 0.0000 1.000 0.95 2.90 RATWARE_VC_IPA 0.017 0.0257 0.0000 1.000 0.95 2.90 RATWARE_POWERC 0.017 0.0254 0.0000 1.000 0.95 2.90 FORGED_TELESP_RCVD 0.016 0.0248 0.0000 1.000 0.95 2.90 MSGID_SPAM_1 0.015 0.0237 0.0000 1.000 0.95 2.90 EXCUSE_20 0.015 0.0234 0.0000 1.000 0.95 2.90 SUBJ_FREE_INSTANT 0.015 0.0231 0.0000 1.000 0.95 2.90 THIS_IS_AN_AD 0.015 0.0229 0.0000 1.000 0.95 2.90 KIFF 0.015 0.0223 0.0000 1.000 0.95 2.90 MARKUP_RAND 0.014 0.0217 0.0000 1.000 0.95 2.90 NO_INVESTMENT 0.014 0.0217 0.0000 1.000 0.95 2.90 RATWARE_SCREWUP_1 0.014 0.0215 0.0000 1.000 0.95 2.90 OUR_PRIVACY_POLICY 0.013 0.0200 0.0000 1.000 0.95 2.90 AZOOGLE 0.013 0.0192 0.0000 1.000 0.95 2.90 OVERWHELMING_GROWTH 0.012 0.0181 0.0000 1.000 0.95 2.90 VERB_UP_TO_OR_MORES 0.012 0.0181 0.0000 1.000 0.95 2.90 BTAMAIL_HEADER 0.011 0.0172 0.0000 1.000 0.95 2.90 CREDITORS_CALLING 0.011 0.0164 0.0000 1.000 0.95 2.90 CHINA_URL 0.011 0.0164 0.0000 1.000 0.95 2.90 RATWARE_EVAMAIL 0.010 0.0158 0.0000 1.000 0.95 2.90 FRIEND_AT_PUBLIC 0.010 0.0158 0.0000 1.000 0.95 2.90 HR_4176 0.009 0.0141 0.0000 1.000 0.95 0.00 X_MIME_KEY 0.009 0.0138 0.0000 1.000 0.95 0.00 RATWARE_DIRECT_EMAIL 0.009 0.0138 0.0000 1.000 0.95 0.00 MORTGAGE_WAITING 0.009 0.0138 0.0000 1.000 0.95 0.00 RATWARE_CARETOP 0.009 0.0133 0.0000 1.000 0.95 0.00 NIGERIAN_SUBJECT6 0.008 0.0130 0.0000 1.000 0.95 0.00 SUBJ_HAS_TIME_ID 0.008 0.0124 0.0000 1.000 0.95 0.00 EJACULATION 0.008 0.0121 0.0000 1.000 0.95 0.00 EASY_TERMS 0.008 0.0116 0.0000 1.000 0.95 0.00 TO_FILENAME 0.008 0.0116 0.0000 1.000 0.95 0.00 TRACE_BY_SSN 0.008 0.0116 0.0000 1.000 0.95 0.00 RATWARE_FLOAT 0.007 0.0113 0.0000 1.000 0.95 0.00 SAFEGUARD_NOTICE 0.007 0.0110 0.0000 1.000 0.95 0.00 INTL_DRIVERS_LICENSE 0.006 0.0099 0.0000 1.000 0.95 0.00 RATWARE_GR 0.006 0.0096 0.0000 1.000 0.95 0.00 GENTLE_FEROCITY 0.006 0.0096 0.0000 1.000 0.95 0.00 NO_AGE 0.006 0.0096 0.0000 1.000 0.95 0.00 FALLING_INTEREST 0.006 0.0093 0.0000 1.000 0.95 0.00 VJESTIKA 0.006 0.0087 0.0000 1.000 0.95 0.00 DOMAINS_CHEAP 0.006 0.0087 0.0000 1.000 0.95 0.00 FRIEND_PUBLIC 0.005 0.0082 0.0000 1.000 0.95 0.00 PENNIES_A_DAY 0.005 0.0082 0.0000 1.000 0.95 0.00 CREDIT_BUREAU 0.005 0.0079 0.0000 1.000 0.95 0.00 ONLINE_BIZ_OPS 0.005 0.0079 0.0000 1.000 0.95 0.00 FORGED_MUA_MSN 0.005 0.0073 0.0000 1.000 0.95 0.00 PORN_PASSWORD 0.005 0.0073 0.0000 1.000 0.95 0.00 MIME_BOUND_TEP 0.004 0.0065 0.0000 1.000 0.95 0.00 MORE_TRAFFIC 0.004 0.0065 0.0000 1.000 0.95 0.00 TO_RECIP_MARKER 0.004 0.0062 0.0000 1.000 0.95 0.00 E_MAILPROMO_URL 0.004 0.0062 0.0000 1.000 0.95 0.00 COMPLAIN_TO 0.003 0.0048 0.0000 1.000 0.95 0.00 MICRO_CAP_WARNING 0.003 0.0048 0.0000 1.000 0.95 0.00 MORTGAGE_NETWORK 0.003 0.0045 0.0000 1.000 0.95 0.00 S_1618 0.003 0.0042 0.0000 1.000 0.95 0.00 MIME_BOUND_HASHES 0.002 0.0037 0.0000 1.000 0.95 0.00 VAR_REF_IN_RECEIVED 0.002 0.0037 0.0000 1.000 0.95 0.00 CHANGE_TERMS 0.002 0.0037 0.0000 1.000 0.95 0.00 EXCUSE_8 0.002 0.0031 0.0000 1.000 0.95 0.00 RATWARE_DIFFOND 0.002 0.0031 0.0000 1.000 0.95 0.00 TO_INVESTORS 0.002 0.0028 0.0000 1.000 0.95 0.00 PRODUCED_AND_SENT_OUT 0.002 0.0028 0.0000 1.000 0.95 0.00 RATWARE_CHARSET_V2 0.002 0.0028 0.0000 1.000 0.95 0.00 CHILD_SUPPORT 0.002 0.0025 0.0000 1.000 0.95 0.00 SUBJ_RIPPED 0.001 0.0023 0.0000 1.000 0.95 0.00 HELPED_FINANCE 0.001 0.0023 0.0000 1.000 0.95 0.00 NO_MEDICAL 0.001 0.0017 0.0000 1.000 0.95 0.00 MARKUP_SSPL 0.001 0.0014 0.0000 1.000 0.95 0.00 INCREDIBLE 0.001 0.0014 0.0000 1.000 0.95 0.00 BUY_JUDGEMENTS 0.001 0.0014 0.0000 1.000 0.95 0.00 X_MAILER_GIBBERISH 0.001 0.0011 0.0000 1.000 0.95 0.00 PORN_GALLERIES 0.001 0.0011 0.0000 1.000 0.95 0.00 WEALTH 0.001 0.0008 0.0000 1.000 0.95 0.00 WWW_CLIK4YOU_COM 0.001 0.0008 0.0000 1.000 0.95 0.00 MONSTERHUT 0.001 0.0008 0.0000 1.000 0.95 0.00 NO_SELLING 0.001 0.0008 0.0000 1.000 0.95 0.00 MAILTO_TO_B2BMAIL 0.000 0.0006 0.0000 1.000 0.95 1000.00 GTUBE 0.000 0.0006 0.0000 1.000 0.95 0.00 EXCUSE_2 0.000 0.0006 0.0000 1.000 0.95 0.00 RATWARE_CHARSET 0.000 0.0006 0.0000 1.000 0.95 0.00 RATWARE_LC_OUTLOOK 0.000 0.0006 0.0000 1.000 0.95 0.00 SPAM_FORM_ACTION 0.000 0.0006 0.0000 1.000 0.95 0.00 AUTO_EMAIL_REMOVAL 0.000 0.0006 0.0000 1.000 0.95 0.00 SPAM_FORM_RETURN 0.000 0.0003 0.0000 1.000 0.95 0.00 RUSSIAN_UCE_SUBJECT 0.000 0.0003 0.0000 1.000 0.95 0.00 PRIORITY_MAIL 0.000 0.0003 0.0000 1.000 0.95 0.00 SPAM_FORM 0.000 0.0003 0.0000 1.000 0.95 0.00 INTL_EXEC_GUILD 0.000 0.0003 0.0000 1.000 0.95 0.00 SPAM_FORM_INPUT 0.000 0.0003 0.0000 1.000 0.95 0.00 EXPERTS_SHOW_HOW 0.000 0.0003 0.0000 1.000 0.95 0.00 ENHANCE_WEBSITE 1.768 2.7107 0.0037 0.999 0.95 4.29 FORGED_MUA_THEBAT 1.791 2.7443 0.0042 0.998 0.95 4.10 RATWARE_EGROUPS 1.782 2.7319 0.0042 0.998 0.95 1.25 FORGED_AOL_HTML 6.078 9.2986 0.0455 0.995 0.95 1.10 MIME_BASE64_TEXT 0.534 0.8188 0.0005 0.999 0.95 0.70 RAVAGESOFAGING 1.000 1.5329 0.0016 0.999 0.95 1.10 WE_HONOR_ALL 0.510 0.7815 0.0005 0.999 0.95 2.80 RATWARE_STORM_URI 12.469 19.0249 0.1908 0.990 0.95 0.94 HTML_FONT_INVISIBLE 0.962 1.4747 0.0016 0.999 0.95 3.32 BANG_OPRAH 2.001 3.0669 0.0058 0.998 0.95 1.10 HG_HORMONE 0.438 0.6712 0.0005 0.999 0.95 2.90 FINANCIAL 0.432 0.6624 0.0005 0.999 0.95 0.70 NIGERIAN_BODY3 2.845 4.3579 0.0116 0.997 0.95 1.59 MIME_HTML_MOSTLY 1.059 1.6238 0.0021 0.999 0.95 3.60 LOSEBODYFAT 1.537 2.3559 0.0042 0.998 0.95 4.30 SORTED_RECIPS 0.606 0.9286 0.0011 0.999 0.95 2.90 FAKED_UNDISC_RECIPS 0.601 0.9207 0.0011 0.999 0.95 0.70 NIGERIAN_BODY2 0.347 0.5320 0.0005 0.999 0.95 0.70 EXCUSE_24 2.393 3.6650 0.0095 0.997 0.95 1.10 GUARANTEED_100_PERCENT 0.757 1.1603 0.0016 0.999 0.95 3.25 THE_BEST_RATE 2.174 3.3308 0.0085 0.997 0.95 3.61 SUBJ_ILLEGAL_CHARS 0.302 0.4629 0.0005 0.999 0.95 0.70 NIGERIAN_BODY4 3.817 5.8431 0.0227 0.996 0.95 1.10 MIME_BASE64_LATIN 0.272 0.4166 0.0005 0.999 0.95 1.95 MIME_BOUND_RKFINDY 0.270 0.4146 0.0005 0.999 0.95 2.36 BANG_QUOTE 0.256 0.3932 0.0005 0.999 0.95 2.90 MIME_BOUND_MANY_HEX 1.287 1.9718 0.0042 0.998 0.95 2.54 SUBJ_VIAGRA 1.040 1.5930 0.0032 0.998 0.95 1.10 VIAGRA_ONLINE 1.809 2.7717 0.0074 0.997 0.95 1.10 FORGED_MUA_IMS 0.232 0.3562 0.0005 0.999 0.95 0.80 NOT_MLM 2.468 3.7793 0.0122 0.997 0.95 1.10 RECEIVE_OFFER 0.396 0.6068 0.0011 0.998 0.95 2.90 FORGED_YAHOO_RCVD_SMTP 0.555 0.8498 0.0016 0.998 0.95 2.14 SUBJ_YOUR_DEBT 0.824 1.2625 0.0026 0.998 0.95 1.78 INCREASE_SEX 0.686 1.0517 0.0021 0.998 0.95 3.01 NIGERIAN_BODY1 1.360 2.0838 0.0053 0.997 0.95 1.10 MORTGAGE_BEST 3.000 4.5919 0.0180 0.996 0.95 1.10 BANG_GUARANTEE 0.196 0.3003 0.0005 0.998 0.95 2.90 NUMERIC_HTTP_ADDR 0.502 0.7688 0.0016 0.998 0.95 2.90 LOSE_POUNDS 1.363 2.0883 0.0058 0.997 0.95 4.11 FAKE_HELO_MAIL_COM 2.122 3.2487 0.0111 0.997 0.95 2.15 BANG_EXERCISE 6.910 10.5586 0.0761 0.993 0.95 0.50 HTML_LINK_CLICK_CAPS 0.464 0.7113 0.0016 0.998 0.94 0.70 SENT_IN_COMPLIANCE 0.167 0.2554 0.0005 0.998 0.94 1.87 FORGED_QUALCOMM_TAGS 0.452 0.6918 0.0016 0.998 0.94 2.90 BZ_TLD 0.747 1.1437 0.0032 0.997 0.94 2.75 WHILE_YOU_SLEEP 0.260 0.3980 0.0011 0.997 0.94 2.80 FAKE_HELO_EXCITE 0.363 0.5557 0.0016 0.997 0.94 2.90 FREE_QUOTE_INSTANT 0.127 0.1948 0.0005 0.997 0.94 2.29 APPLY_FREE 1.013 1.5509 0.0053 0.997 0.94 1.10 CLICK_TO_REMOVE_1 2.542 3.8902 0.0180 0.995 0.94 1.10 PENIS_ENLARGE 1.007 1.5422 0.0053 0.997 0.94 3.07 ROUND_THE_WORLD_LOCAL 3.750 5.7350 0.0322 0.994 0.94 1.59 FRONTPAGE 1.834 2.8070 0.0116 0.996 0.94 3.43 FORGED_MUA_EUDORA 0.121 0.1854 0.0005 0.997 0.94 2.71 RECEIVED_CACHEFLOW 0.231 0.3537 0.0011 0.997 0.94 2.90 CUM_SHOT 0.116 0.1778 0.0005 0.997 0.94 2.90 CHINA_HEADER 1.443 2.2092 0.0090 0.996 0.94 1.54 VIAGRA 1.884 2.8823 0.0132 0.995 0.94 2.53 TRACKER_ID 0.895 1.3706 0.0053 0.996 0.94 2.29 URI_OFFERS 4.729 7.2281 0.0497 0.993 0.94 1.11 HTML_MIME_NO_HTML_TAG 1.355 2.0734 0.0090 0.996 0.94 2.15 GUARANTEE 0.097 0.1490 0.0005 0.996 0.94 1.78 PORN_15 0.728 1.1137 0.0048 0.996 0.94 1.89 FREE_GRANT 6.270 9.5744 0.0825 0.991 0.94 2.90 DATE_IN_FUTURE_03_06 1.969 3.0116 0.0164 0.995 0.94 1.15 HTML_LINK_PUSH_HERE 0.406 0.6207 0.0026 0.996 0.94 2.90 ADVERT_CODE 1.487 2.2755 0.0116 0.995 0.94 1.10 REMOVE_REMOVAL_1WORD 2.467 3.7731 0.0222 0.994 0.94 0.50 AS_SEEN_ON 0.168 0.2574 0.0011 0.996 0.94 2.90 SUBJ_GUARANTEED 4.660 7.1191 0.0544 0.992 0.94 1.58 SUBJ_HAS_SPACES 2.506 3.8324 0.0233 0.994 0.94 0.73 EXCUSE_19 0.080 0.1228 0.0005 0.996 0.94 1.94 EXCUSE_21 8.148 12.4265 0.1348 0.989 0.94 0.17 CLICK_BELOW_CAPS 0.562 0.8594 0.0042 0.995 0.94 0.99 FROM_WEBMAIL_END_NUMS6 1.661 2.5391 0.0153 0.994 0.94 0.66 ALL_NATURAL 4.432 6.7680 0.0560 0.992 0.94 3.67 MSGID_FROM_MTA_SHORT 0.139 0.2123 0.0011 0.995 0.94 0.85 EXCUSE_13 1.085 1.6591 0.0095 0.994 0.94 0.57 MORTGAGE_RATES 1.921 2.9362 0.0190 0.994 0.94 0.50 REMOVE_REMOVAL_2WORD 0.392 0.5995 0.0032 0.995 0.94 1.35 FREE_PORN 0.065 0.0996 0.0005 0.995 0.94 2.55 FAKE_HELO_JUNO 0.373 0.5704 0.0032 0.994 0.94 0.36 MILLION_USD 0.188 0.2870 0.0016 0.995 0.94 0.70 FAKE_HELO_MSN 0.247 0.3776 0.0021 0.994 0.94 2.90 EXCUSE_4 0.062 0.0948 0.0005 0.994 0.93 1.57 SERIOUS_CASH 0.062 0.0943 0.0005 0.994 0.93 1.43 FREE_PASSWORD 1.102 1.6847 0.0111 0.993 0.93 2.19 NO_RDNS_DOTCOM_HELO 0.285 0.4364 0.0026 0.994 0.93 2.90 BARGAIN_URL 2.976 4.5453 0.0375 0.992 0.93 1.53 HTML_IMAGE_ONLY_06 0.115 0.1753 0.0011 0.994 0.93 0.90 PREST_NON_ACCREDITED 2.389 3.6497 0.0285 0.992 0.93 1.75 DATE_IN_FUTURE_12_24 0.968 1.4801 0.0100 0.993 0.93 1.56 HAIR_LOSS 1.763 2.6932 0.0201 0.993 0.93 0.83 MAILTO_SUBJ_REMOVE 4.405 6.7217 0.0661 0.990 0.93 0.50 X_MSMAIL_PRIORITY_HIGH 0.106 0.1623 0.0011 0.994 0.93 2.84 SUBJ_YOUR_FAMILY 0.053 0.0816 0.0005 0.994 0.93 2.24 COMPARE_RATES 1.045 1.5975 0.0116 0.993 0.93 0.88 EXCUSE_REMOVE 1.434 2.1908 0.0169 0.992 0.93 2.33 GAPPY_SUBJECT 0.254 0.3875 0.0026 0.993 0.93 0.35 BE_BOSS 2.962 4.5216 0.0418 0.991 0.93 0.50 PENIS_ENLARGE2 0.565 0.8628 0.0063 0.993 0.93 1.92 FREE_QUOTE 0.680 1.0381 0.0079 0.992 0.93 3.66 KOREAN_UCE_SUBJECT 0.091 0.1394 0.0011 0.992 0.93 0.87 GET_STARTED_NOW 1.541 2.3525 0.0211 0.991 0.93 2.06 RCVD_FAKE_HELO_DOTCOM 0.215 0.3283 0.0026 0.992 0.93 2.01 REFINANCE_NOW 2.342 3.5741 0.0349 0.990 0.93 0.50 HTML_TITLE_UNTITLED 0.613 0.9357 0.0079 0.992 0.93 2.38 FAKED_HOTMAIL_DAV 0.820 1.2518 0.0111 0.991 0.93 0.50 HTML_SHOUTING9 4.406 6.7166 0.0788 0.988 0.93 1.12 MIME_HEADER_CTYPE_ONLY 0.165 0.2523 0.0021 0.992 0.93 0.76 UNSECURED_CREDIT 0.121 0.1852 0.0016 0.992 0.93 1.57 FREE_CONSULTATION 0.346 0.5275 0.0048 0.991 0.93 1.75 MSGID_FROM_MTA_HOTMAIL 2.644 4.0316 0.0444 0.989 0.93 1.23 BAD_CREDIT 0.039 0.0590 0.0005 0.991 0.93 2.08 MAIL_IN_ORDER_FORM 1.776 2.7099 0.0280 0.990 0.93 0.50 COMPLETELY_FREE 1.807 2.7559 0.0296 0.989 0.92 2.01 MARKETING_PARTNERS 0.215 0.3283 0.0032 0.990 0.92 0.12 FORGED_AOL_TAGS 5.667 8.6280 0.1211 0.986 0.92 0.00 DIET 0.813 1.2410 0.0127 0.990 0.92 2.13 MLM 1.051 1.6029 0.0169 0.990 0.92 2.63 SUSPICIOUS_RECIPS 0.036 0.0542 0.0005 0.990 0.92 2.23 RESISTANCE_IS_FUTILE 1.735 2.6449 0.0296 0.989 0.92 1.00 MORTGAGE_PITCH 0.239 0.3641 0.0037 0.990 0.92 0.16 HIDE_WIN_STATUS 0.171 0.2614 0.0026 0.990 0.92 1.98 FROM_HAS_MIXED_NUMS2 0.532 0.8109 0.0085 0.990 0.92 0.00 BETTERMEMORY 0.236 0.3604 0.0037 0.990 0.92 0.25 BILL_1618 4.898 7.4567 0.1052 0.986 0.92 1.61 DATE_IN_FUTURE_06_12 1.490 2.2721 0.0259 0.989 0.92 0.40 HTML_COMMENT_SAVED_URL 6.205 9.4389 0.1475 0.985 0.92 0.19 MIME_BASE64_NO_NAME 0.159 0.2425 0.0026 0.989 0.92 0.00 UNDER_BILL_1618 0.608 0.9277 0.0106 0.989 0.92 0.00 SOME_BREAKTHROUGH 0.277 0.4225 0.0048 0.989 0.92 0.01 CABLE_CONVERTER 3.767 5.7344 0.0819 0.986 0.92 0.58 HTML_TABLE_THICK_BORD 0.151 0.2309 0.0026 0.989 0.92 2.80 FORGED_MUA_THEBAT_CS 0.498 0.7587 0.0090 0.988 0.92 1.61 LOW_PAYMENT 0.208 0.3167 0.0037 0.988 0.92 1.06 HTTP_ENTITIES_HOST 11.874 18.0077 0.3854 0.979 0.92 0.10 MISSING_OUTLOOK_NAME 0.228 0.3472 0.0042 0.988 0.92 0.00 REFINANCE_YOUR_HOME 3.549 5.4008 0.0814 0.985 0.92 0.00 MIME_BASE64_BLANKS 0.274 0.4172 0.0053 0.987 0.92 2.33 SAVE_THOUSANDS 0.634 0.9664 0.0127 0.987 0.92 1.54 FORGED_JUNO_RCVD 0.190 0.2890 0.0037 0.987 0.92 1.22 SUBJECT_APPROVED 0.235 0.3573 0.0048 0.987 0.91 0.00 URI_HITBOX 3.061 4.6557 0.0735 0.984 0.91 0.00 HTML_COMMENT_SHOUTING 0.154 0.2345 0.0032 0.987 0.91 2.80 ONE_TIME 0.785 1.1950 0.0169 0.986 0.91 0.06 HTML_COMMENT_RATIO 0.252 0.3841 0.0053 0.986 0.91 2.80 INITIAL_INVEST 0.150 0.2286 0.0032 0.986 0.91 0.38 CANNOT_BE_SPAM 0.075 0.1135 0.0016 0.986 0.91 2.61 FREE_WEBSITE 1.881 2.8620 0.0444 0.985 0.91 0.41 BANG_MORE 0.169 0.2580 0.0037 0.986 0.91 0.00 SUBJ_LIFE_INSURANCE 0.286 0.4358 0.0063 0.986 0.91 0.07 LOSEWEIGHT 0.262 0.3985 0.0058 0.986 0.91 1.92 MUST_BE_18 3.856 5.8597 0.1026 0.983 0.91 0.15 HTTP_EXCESSIVE_ESCAPES 5.590 8.4889 0.1618 0.981 0.91 1.50 X_PRIORITY_HIGH 0.509 0.7739 0.0116 0.985 0.91 2.17 FROM_ALL_NUMS 1.912 2.9077 0.0470 0.984 0.91 2.09 FORGED_MUA_OIMO 0.390 0.5930 0.0090 0.985 0.91 2.23 LIVE_PORN 0.023 0.0356 0.0005 0.985 0.91 0.15 LYING_EYES 0.335 0.5103 0.0079 0.985 0.91 0.00 SECTION_301 0.595 0.9054 0.0143 0.984 0.91 2.42 EXCUSE_12 2.487 3.7804 0.0655 0.983 0.91 0.17 REMOVE_FROM_LIST 4.117 6.2523 0.1184 0.981 0.91 0.00 HTML_IMAGE_RATIO_02 0.369 0.5614 0.0090 0.984 0.91 2.73 DATE_IN_FUTURE_24_48 0.154 0.2337 0.0037 0.984 0.91 2.80 SAVE_ON_INSURANCE 0.237 0.3601 0.0058 0.984 0.91 0.00 CLICK_TO_REMOVE_2 0.022 0.0330 0.0005 0.984 0.91 2.80 NO_CATCH 2.271 3.4491 0.0634 0.982 0.90 0.82 HTML_IMAGE_RATIO_04 0.404 0.6133 0.0106 0.983 0.90 2.67 RATWARE_HASH_2_V2 1.168 1.7748 0.0317 0.982 0.90 1.87 FAKE_HELO_YAHOO 26.800 40.2615 1.5895 0.962 0.90 0.27 HTML_FONT_BIG 0.101 0.1535 0.0026 0.983 0.90 0.80 NO_DISAPPOINTMENT 3.115 4.7282 0.0930 0.981 0.90 1.39 SUBJ_HAS_UNIQ_ID 0.121 0.1840 0.0032 0.983 0.90 2.80 NO_INVENTORY 0.181 0.2743 0.0048 0.983 0.90 0.00 HTML_SHOUTING6 5.474 8.2995 0.1818 0.979 0.90 0.75 BIZ_TLD 0.878 1.3339 0.0243 0.982 0.90 1.10 DOMAIN_4U2 0.678 1.0305 0.0190 0.982 0.90 0.00 SATISFACTION 1.877 2.8493 0.0560 0.981 0.90 0.00 SUBJ_REMOVE 0.524 0.7962 0.0148 0.982 0.90 1.92 FAKE_HELO_AOL 0.207 0.3147 0.0058 0.982 0.90 2.39 ONE_TIME_MAILING 0.127 0.1928 0.0037 0.981 0.90 1.71 URI_4YOU 0.180 0.2732 0.0053 0.981 0.90 0.51 HTML_SHOUTING7 0.215 0.3268 0.0063 0.981 0.90 1.94 GUARANTEED_STUFF 0.125 0.1897 0.0037 0.981 0.90 0.43 MIME_BASE64_ILLEGAL 0.335 0.5083 0.0100 0.981 0.90 1.04 ADDR_NUMS_AT_BIGSITE 1.039 1.5766 0.0322 0.980 0.90 2.80 FORGED_MUA_MOZILLA 0.416 0.6317 0.0127 0.980 0.90 0.39 FROM_STARTS_WITH_NUMS 1.900 2.8809 0.0618 0.979 0.90 0.00 OPT_OUT_CAPS 0.138 0.2091 0.0042 0.980 0.90 2.53 FREE_ACCESS 0.052 0.0785 0.0016 0.980 0.90 0.00 FURTHER_TRANSMISSIONS 0.457 0.6935 0.0143 0.980 0.89 1.40 X_LIBRARY 0.017 0.0260 0.0005 0.980 0.89 2.80 STRONG_BUY 0.301 0.4564 0.0095 0.980 0.89 1.92 BANG_BOSS 0.134 0.2032 0.0042 0.980 0.89 1.95 NASTY_GIRLS 0.183 0.2769 0.0058 0.979 0.89 0.07 HTML_SHOUTING8 15.825 23.8392 0.8146 0.967 0.89 0.10 FROM_HAS_MIXED_NUMS 7.620 11.5194 0.3177 0.973 0.89 0.91 OFFERS_ETC 0.940 1.4251 0.0317 0.978 0.89 0.31 HTML_90_100 0.313 0.4747 0.0106 0.978 0.89 0.00 RATWARE_HASH_2 0.063 0.0954 0.0021 0.978 0.89 2.80 FAKE_HELO_USA_NET 0.170 0.2577 0.0058 0.978 0.89 2.80 MONEY_MAKING 0.438 0.6636 0.0153 0.977 0.89 0.06 LOW_INTEREST 0.015 0.0231 0.0005 0.978 0.89 0.04 SUBJ_NOW_ONLY 1.082 1.6384 0.0391 0.977 0.89 0.00 EXCUSE_15 0.089 0.1352 0.0032 0.977 0.89 2.80 FORGED_EUDORAMAIL_RCVD 0.366 0.5543 0.0132 0.977 0.89 1.37 CELL_PHONE_BOOST 0.087 0.1318 0.0032 0.977 0.89 1.09 MEET_SINGLES 0.086 0.1296 0.0032 0.976 0.88 2.44 SUBJ_2_CREDIT 0.057 0.0861 0.0021 0.976 0.88 0.81 BANKRUPTCY 0.225 0.3401 0.0085 0.976 0.88 0.00 CREDIT_CARD 0.042 0.0632 0.0016 0.976 0.88 0.98 CONFIDENTIAL_ORDER 0.137 0.2080 0.0053 0.975 0.88 1.69 TARGETED 2.491 3.7652 0.1036 0.973 0.88 0.36 ORDER_NOW 0.027 0.0415 0.0011 0.975 0.88 0.00 X_MAIL_ID_PRESENT 1.353 2.0469 0.0544 0.974 0.88 0.00 HTML_TAG_BALANCE_HEAD 0.230 0.3477 0.0090 0.975 0.88 2.16 FREE_MEMBERSHIP 1.452 2.1956 0.0603 0.973 0.88 0.40 SUBJ_FREE_CAP 0.174 0.2631 0.0074 0.973 0.87 0.07 REPLY_TO_EMPTY 0.248 0.3748 0.0106 0.973 0.87 1.62 SUPPLIES_LIMITED 2.602 3.9272 0.1195 0.970 0.87 0.85 MAILTO_TO_REMOVE 1.006 1.5196 0.0449 0.971 0.87 0.00 HTML_FONTCOLOR_NAME 0.048 0.0728 0.0021 0.972 0.87 2.12 EARNINGS 0.084 0.1267 0.0037 0.972 0.87 0.00 WE_HATE_SPAM2 1.327 2.0023 0.0618 0.970 0.87 0.48 LIMITED_TIME_ONLY 1.553 2.3432 0.0729 0.970 0.87 0.15 EXCUSE_10 0.023 0.0353 0.0011 0.971 0.87 0.59 CASH_BONUS 22.292 33.3114 1.6540 0.953 0.87 0.10 HTML_LINK_CLICK_HERE 0.023 0.0350 0.0011 0.971 0.87 0.00 X_SERV_HOST_PRESENT 5.344 8.0480 0.2802 0.966 0.87 0.35 HTML_TAG_BALANCE_BODY 0.103 0.1555 0.0048 0.970 0.87 0.58 FAKE_HELO_NETSCAPE_COM 4.953 7.4590 0.2595 0.966 0.87 0.00 HTML_SHOUTING3 1.042 1.5713 0.0507 0.969 0.87 0.58 BANG_MONEY 6.974 10.4844 0.4002 0.963 0.86 0.10 EXCUSE_3 0.065 0.0979 0.0032 0.969 0.86 2.70 SUBJ_AS_SEEN 1.124 1.6946 0.0566 0.968 0.86 0.34 TO_MALFORMED 0.064 0.0965 0.0032 0.968 0.86 0.38 MSGID_NO_HOST 4.315 6.4908 0.2389 0.964 0.86 1.12 HTML_WEB_BUGS 2.402 3.6170 0.1274 0.966 0.86 0.53 HTML_IMAGE_ONLY_08 2.661 4.0062 0.1422 0.966 0.86 0.07 HTML_TAG_BALANCE_A 10.555 15.8318 0.6713 0.959 0.86 0.38 HTML_70_80 5.023 7.5524 0.2860 0.964 0.86 0.67 HTML_TAG_BALANCE_HTML 1.158 1.7434 0.0603 0.967 0.86 0.00 HTML_SHOUTING4 0.316 0.4764 0.0164 0.967 0.86 0.00 RATWARE_RCVD_BONUS_SPC 0.386 0.5817 0.0201 0.967 0.86 0.22 REMOVE_REMOVAL_NEAR 3.827 5.7547 0.2178 0.964 0.86 0.32 EXCUSE_14 1.919 2.8871 0.1052 0.965 0.86 0.67 HTML_TAG_BALANCE_TABLE 17.395 25.9865 1.3030 0.952 0.86 0.10 HTML_FONTCOLOR_RED 0.020 0.0302 0.0011 0.966 0.86 1.40 NIGERIAN_SCAM_VIRTUE 0.425 0.6399 0.0227 0.966 0.86 2.27 NO_QS_ASKED 0.059 0.0892 0.0032 0.966 0.86 0.22 PORN_16 0.155 0.2337 0.0085 0.965 0.85 0.43 SUBJ_BUY 0.667 1.0034 0.0370 0.964 0.85 0.00 HTML_FONT_LOW_CONTRAST 0.010 0.0144 0.0005 0.965 0.85 1.97 SEX_FEST 0.086 0.1287 0.0048 0.964 0.85 0.76 SELECTED_YOU 0.536 0.8058 0.0301 0.964 0.85 0.77 DO_IT_TODAY 0.047 0.0714 0.0026 0.964 0.85 2.70 PAY_SITE 0.085 0.1279 0.0048 0.964 0.85 1.14 CELEBRITY_PORN 3.812 5.7189 0.2410 0.960 0.85 0.00 HTML_FONTCOLOR_CYAN 0.018 0.0268 0.0011 0.962 0.85 1.46 MIME_BOUND_HEX_24 0.257 0.3858 0.0153 0.962 0.85 1.51 ADDR_FREE 0.938 1.4079 0.0576 0.961 0.84 0.80 SUB_FREE_OFFER 0.026 0.0395 0.0016 0.961 0.84 0.00 ANTISPAM_BILL 0.017 0.0262 0.0011 0.961 0.84 1.54 FREE_LEADS 0.120 0.1795 0.0074 0.960 0.84 0.00 APPLY_ONLINE 0.026 0.0384 0.0016 0.960 0.84 0.00 WHY_PAY_MORE 0.042 0.0635 0.0026 0.960 0.84 0.20 MSGID_THREESIXSIX 0.260 0.3898 0.0164 0.960 0.84 0.00 URGENT_BIZ 0.050 0.0751 0.0032 0.959 0.84 0.00 STOCK_PICK 6.332 9.4708 0.4546 0.954 0.84 1.27 RCVD_NUMERIC_HELO 2.717 4.0706 0.1829 0.957 0.84 0.06 HTML_FONTCOLOR_GREEN 0.231 0.3458 0.0148 0.959 0.84 0.00 UPPERCASE_75_100 0.477 0.7158 0.0312 0.958 0.84 0.55 ACT_NOW_CAPS 0.437 0.6551 0.0285 0.958 0.84 0.00 SAVINGS 0.041 0.0610 0.0026 0.958 0.84 0.00 PROMOTION 1.886 2.8247 0.1279 0.957 0.84 0.09 LOW_PRICE 1.146 1.7169 0.0772 0.957 0.84 0.94 HTML_IMAGE_RATIO_06 0.925 1.3861 0.0624 0.957 0.83 1.17 INVALID_MSGID 13.701 20.3955 1.1619 0.946 0.83 0.36 HTML_60_70 0.492 0.7367 0.0333 0.957 0.83 0.00 HTML_SHOUTING5 5.254 7.8496 0.3933 0.952 0.83 0.00 HTML_FONTCOLOR_YELLOW 0.069 0.1033 0.0048 0.956 0.83 2.70 BUGGY_CGI 0.732 1.0954 0.0513 0.955 0.83 0.45 LOTS_OF_STUFF 0.031 0.0457 0.0021 0.956 0.83 1.85 BARELY_LEGAL 0.015 0.0229 0.0011 0.956 0.83 1.45 TAKE_ACTION_NOW 0.112 0.1682 0.0079 0.955 0.83 0.79 EXCUSE_6 0.532 0.7954 0.0381 0.954 0.83 1.18 MIME_BOUND_DASH_DIGIT 2.034 3.0392 0.1507 0.953 0.83 0.00 EXCUSE_7 0.037 0.0553 0.0026 0.954 0.83 2.40 PRIZE 1.865 2.7866 0.1380 0.953 0.83 0.61 HTML_IMAGE_ONLY_10 0.022 0.0330 0.0016 0.954 0.83 2.03 FAKE_HELO_MAIL_RU 5.789 8.6325 0.4625 0.949 0.82 0.00 OFFER 0.947 1.4143 0.0703 0.953 0.82 0.95 FROM_HAS_ULINE_NUMS 7.759 11.5558 0.6476 0.947 0.82 0.43 NORMAL_HTTP_TO_IP 6.142 9.1539 0.5017 0.948 0.82 0.13 HTML_TAG_EXISTS_TBODY 0.193 0.2887 0.0143 0.953 0.82 0.39 SUBJ_YOUR_OWN 0.100 0.1499 0.0074 0.953 0.82 0.98 START_NOW_CAPS 0.418 0.6238 0.0312 0.952 0.82 0.00 HTML_WIN_OPEN 9.663 14.3624 0.8616 0.943 0.82 0.10 HTML_FONTCOLOR_UNKNOWN 0.096 0.1428 0.0074 0.951 0.82 0.00 BILLION_DOLLARS 0.027 0.0406 0.0021 0.951 0.82 2.01 AMAZING_STUFF 0.007 0.0102 0.0005 0.951 0.82 0.00 PURE_PROFIT 2.860 4.2622 0.2331 0.948 0.82 0.05 FORGED_HOTMAIL_RCVD2 5.810 8.6467 0.4974 0.946 0.82 0.01 HTML_80_90 0.135 0.2012 0.0106 0.950 0.82 0.12 HTML_COMMENT_8BITS 0.013 0.0200 0.0011 0.950 0.81 0.03 CBYI 0.314 0.4680 0.0248 0.950 0.81 0.17 HEADER_COUNT_CTYPE 1.949 2.9040 0.1618 0.947 0.81 0.47 FORGED_HOTMAIL_RCVD 1.320 1.9670 0.1094 0.947 0.81 0.59 RISK_FREE 0.188 0.2808 0.0153 0.948 0.81 0.90 OPPORTUNITY 59.883 86.5009 10.0304 0.896 0.81 0.16 HTML_MESSAGE 0.050 0.0751 0.0042 0.947 0.81 1.64 LONG_DISTANCE 0.684 1.0183 0.0587 0.946 0.80 0.87 REMOVAL_INSTRUCTIONS 0.100 0.1482 0.0085 0.946 0.80 2.28 SEDUCTION 0.271 0.4033 0.0233 0.945 0.80 1.21 OPT_HEADER 1.942 2.8868 0.1718 0.944 0.80 1.34 WEIRD_PORT 7.036 10.4350 0.6713 0.940 0.80 0.10 HTML_FONTCOLOR_UNSAFE 0.165 0.2458 0.0143 0.945 0.80 2.51 ACCEPT_CREDIT_CARDS 1.010 1.5010 0.0893 0.944 0.80 0.65 ALL_CAP_PORN 0.277 0.4118 0.0243 0.944 0.80 1.29 THIS_AINT_SPAM 1.341 1.9935 0.1200 0.943 0.80 1.38 PORN_4 0.078 0.1163 0.0069 0.944 0.80 0.77 SUBJ_FOR_ONLY 0.078 0.1154 0.0069 0.944 0.80 2.60 RICH 0.153 0.2275 0.0137 0.943 0.80 2.49 DATE_IN_FUTURE_96_XX 0.018 0.0262 0.0016 0.943 0.80 1.23 FREE_INSTALL 0.047 0.0697 0.0042 0.943 0.80 2.60 SECRET_RECORD 0.510 0.7578 0.0465 0.942 0.80 0.81 OPT_IN_CAPS 0.363 0.5397 0.0333 0.942 0.79 1.68 BEST_PORN 0.160 0.2379 0.0148 0.941 0.79 1.18 SUBJ_DOLLARS 0.006 0.0085 0.0005 0.941 0.79 0.00 SERIOUS_ONLY 0.056 0.0835 0.0053 0.940 0.79 2.60 JOIN_MILLIONS 0.538 0.7979 0.0513 0.940 0.79 0.00 EARN_PER_WEEK 15.461 22.7599 1.7920 0.927 0.79 0.10 HTML_FONTCOLOR_BLUE 1.578 2.3387 0.1533 0.938 0.79 1.12 EXTRA_MPART_TYPE 1.138 1.6870 0.1105 0.939 0.79 0.60 HTML_IMAGE_RATIO_08 0.050 0.0737 0.0048 0.939 0.79 0.22 X_ESMTP 0.006 0.0082 0.0005 0.939 0.79 0.00 RATWARE_IMKTG 0.088 0.1304 0.0085 0.939 0.79 2.60 DISGUISE_PORN 0.027 0.0406 0.0026 0.939 0.79 1.04 FREE_PREVIEW 11.599 17.0960 1.3041 0.929 0.79 0.70 HTML_50_60 1.564 2.3147 0.1581 0.936 0.78 0.95 NO_OBLIGATION 0.104 0.1544 0.0106 0.936 0.78 0.62 BUY_DIRECT 4.590 6.7762 0.4943 0.932 0.78 0.69 UPPERCASE_25_50 0.005 0.0076 0.0005 0.935 0.78 0.00 UNIVERSITY_DIPLOMAS 0.056 0.0821 0.0058 0.934 0.77 2.17 STOCK_ALERT 1.346 1.9882 0.1433 0.933 0.77 1.18 MIME_MISSING_BOUNDARY 5.456 8.0407 0.6164 0.929 0.77 0.00 HTML_WITH_BGCOLOR 0.030 0.0440 0.0032 0.933 0.77 0.00 SUBJ_DOUBLE_YOUR 0.020 0.0294 0.0021 0.933 0.77 0.03 NIGERIAN_SUBJECT1 0.123 0.1815 0.0132 0.932 0.77 0.85 EXTRA_CASH 0.015 0.0217 0.0016 0.932 0.77 1.42 FAKE_HELO_YAHOO_CA 3.398 5.0062 0.3848 0.929 0.77 0.70 PRIORITY_NO_NAME 0.038 0.0567 0.0042 0.931 0.77 0.00 DATE_IN_FUTURE_48_96 0.580 0.8552 0.0645 0.930 0.77 0.79 UPPERCASE_50_75 1.754 2.5851 0.1982 0.929 0.77 0.06 HTML_FONT_FACE_BAD 6.908 10.1488 0.8384 0.924 0.76 0.38 FORGED_YAHOO_RCVD 0.890 1.3110 0.1004 0.929 0.76 0.54 HTML_IMAGE_RATIO_10 0.261 0.3844 0.0296 0.929 0.76 2.50 GET_PAID 0.019 0.0274 0.0021 0.928 0.76 2.49 WANTS_CREDIT_CARD 2.088 3.0717 0.2447 0.926 0.76 0.00 HTML_TAG_BALANCE_FONT 0.216 0.3187 0.0248 0.928 0.76 0.87 SUB_HELLO 3.452 5.0714 0.4181 0.924 0.76 0.45 HTML_TITLE_EMPTY 0.059 0.0869 0.0069 0.927 0.76 2.23 FROM_NO_USER 1.838 2.7028 0.2194 0.925 0.76 0.00 HTML_FONTCOLOR_MAGENTA 1.458 2.1420 0.1776 0.923 0.75 0.21 HOT_NASTY 0.346 0.5078 0.0418 0.924 0.75 1.07 EXCUSE_11 0.252 0.3703 0.0307 0.924 0.75 0.00 HTML_IMAGE_AREA_04 23.877 34.6196 3.7584 0.902 0.75 0.10 CLICK_BELOW 0.129 0.1888 0.0159 0.923 0.75 0.28 HTML_IMAGE_AREA_05 6.486 9.4875 0.8648 0.916 0.75 0.32 DATE_IN_PAST_03_06 0.655 0.9616 0.0819 0.921 0.74 0.27 SAVE_UP_TO 0.072 0.1058 0.0090 0.922 0.74 1.29 BEEN_TURNED_DOWN 0.017 0.0248 0.0021 0.922 0.74 1.65 IDENT_NOBODY 0.113 0.1662 0.0143 0.921 0.74 2.50 MILLION_EMAIL 1.754 2.5699 0.2257 0.919 0.74 0.69 NO_COST 1.105 1.6184 0.1422 0.919 0.74 1.78 DATE_IN_PAST_96_XX 0.467 0.6842 0.0597 0.920 0.74 0.14 WHILE_SUPPLIES 0.046 0.0669 0.0058 0.920 0.74 2.50 OFFSHORE_SCAM 0.029 0.0421 0.0037 0.919 0.74 0.72 FROM_AND_TO_SAME 2.744 4.0136 0.3658 0.916 0.74 0.00 IP_LINK_PLUS 0.964 1.4104 0.1269 0.917 0.74 0.00 CASHCASHCASH 2.979 4.3545 0.4023 0.915 0.74 0.80 DATE_IN_PAST_06_12 0.153 0.2233 0.0201 0.917 0.73 1.57 DONT_DELETE 0.008 0.0116 0.0011 0.916 0.73 0.00 ONCE_IN_LIFETIME 12.426 18.0492 1.8951 0.905 0.73 1.00 FROM_ENDS_IN_NUMS 0.238 0.3477 0.0322 0.915 0.73 0.00 HTML_EMBEDS 6.525 9.4988 0.9541 0.909 0.73 0.87 HTML_40_50 1.650 2.4070 0.2315 0.912 0.72 0.79 HTML_IMAGE_ONLY_12 0.899 1.3113 0.1258 0.912 0.72 0.00 INSTANT_ACCESS 0.011 0.0167 0.0016 0.913 0.72 2.29 FAKE_HELO_MAILCITY 0.038 0.0553 0.0053 0.913 0.72 1.26 PRINT_FORM_SIGNATURE 0.038 0.0553 0.0053 0.913 0.72 2.40 MIME_BOUND_DIGITS_7 0.969 1.4126 0.1380 0.911 0.72 0.49 TO_HAS_SPACES 0.034 0.0491 0.0048 0.912 0.72 0.21 HTTP_CTRL_CHARS_HOST 1.938 2.8222 0.2823 0.909 0.72 0.00 SAVE_MONEY 1.518 2.2108 0.2204 0.909 0.72 0.67 MANY_EXCLAMATIONS 0.257 0.3745 0.0375 0.909 0.71 0.00 BE_AMAZED 0.130 0.1900 0.0190 0.909 0.71 1.17 FREE_SAMPLE 0.058 0.0841 0.0085 0.909 0.71 0.00 UP_TO_OR_MORES 0.289 0.4197 0.0433 0.906 0.71 1.01 NO_EXPERIENCE 0.095 0.1383 0.0143 0.906 0.71 0.00 DIRECT_EMAIL 0.375 0.5442 0.0571 0.905 0.71 1.89 DEAR_FRIEND 1.305 1.8936 0.2025 0.903 0.70 0.00 GREAT_OFFER 0.834 1.2080 0.1322 0.901 0.70 0.00 EMAIL_MARKETING 0.077 0.1118 0.0122 0.902 0.70 0.40 YOUR_INCOME 1.522 2.2035 0.2463 0.899 0.69 0.57 HTTP_WITH_EMAIL_IN_URL 5.660 8.1575 0.9822 0.893 0.69 0.18 HTML_FONT_FACE_ODD 0.677 0.9777 0.1126 0.897 0.69 0.86 UNSUB_SCRIPT 2.590 3.7361 0.4435 0.894 0.68 0.04 INVALID_DATE 6.107 8.7892 1.0842 0.890 0.68 0.00 HTML_FONTCOLOR_GRAY 0.112 0.1617 0.0190 0.895 0.68 1.64 BLANK_LINES_80_90 0.025 0.0358 0.0042 0.894 0.68 1.93 LUXURY_CAR 0.148 0.2128 0.0254 0.893 0.68 0.00 FULL_REFUND 1.245 1.7909 0.2236 0.889 0.67 0.00 HTML_COMMENT_EMAIL 0.006 0.0085 0.0011 0.889 0.67 0.00 MANY_FROMS 0.390 0.5600 0.0729 0.885 0.66 0.56 TONER 0.006 0.0079 0.0011 0.882 0.65 0.00 FAKE_HELO_FLASHMAIL 0.080 0.1140 0.0153 0.881 0.65 2.30 ADVERT_CODE2 0.038 0.0548 0.0074 0.881 0.65 1.61 HTML_IMAGE_AREA_07 0.408 0.5837 0.0793 0.880 0.65 1.61 DEAR_SOMETHING 0.055 0.0790 0.0111 0.877 0.64 2.30 COMMUNIGATE 1.047 1.4908 0.2157 0.874 0.64 0.05 HOME_EMPLOYMENT 2.198 3.1250 0.4610 0.871 0.63 0.94 MIME_BOUND_NEXTPART 0.031 0.0435 0.0063 0.873 0.63 2.12 FIND_ANYTHING 2.992 4.2461 0.6417 0.869 0.63 0.42 EXCUSE_1 0.326 0.4637 0.0687 0.871 0.63 0.23 ADULT_SITE 0.669 0.9495 0.1438 0.868 0.62 0.93 MIME_QP_NO_CHARSET 0.555 0.7878 0.1200 0.868 0.62 0.36 WHY_WAIT 4.132 5.8439 0.9245 0.863 0.62 0.84 HTML_30_40 0.811 1.1462 0.1840 0.862 0.61 0.70 US_DOLLARS_3 4.119 5.8067 0.9568 0.859 0.61 0.00 ONLY_COST 0.075 0.1053 0.0169 0.862 0.61 0.00 HTML_IMAGE_AREA_06 0.054 0.0768 0.0127 0.858 0.60 1.64 THE_FOLLOWING_FORM 2.562 3.5998 0.6174 0.854 0.60 0.06 EXCUSE_16 0.062 0.0878 0.0148 0.856 0.60 2.20 NEW_DOMAIN_EXTENSIONS 0.169 0.2379 0.0402 0.856 0.60 0.63 LARGE_HEX 0.004 0.0062 0.0011 0.855 0.59 0.00 RATWARE_SCREWUP_2 1.182 1.6591 0.2892 0.852 0.59 0.00 HTML_FONT_FACE_CAPS 0.477 0.6689 0.1179 0.850 0.58 0.32 HTML_IMAGE_RATIO_12 2.935 4.1067 0.7395 0.847 0.58 0.00 MAILTO_WITH_SUBJ 1.060 1.4843 0.2664 0.848 0.58 0.34 REMOVE_SUBJ 0.102 0.1423 0.0254 0.849 0.58 1.70 AOL_USERS_LINK 0.851 1.1911 0.2141 0.848 0.58 0.00 MIME_QP_EXCESSIVE 0.010 0.0147 0.0026 0.847 0.58 2.20 FORWARD_LOOKING 1.234 1.7248 0.3140 0.846 0.58 0.62 WORK_AT_HOME 0.006 0.0087 0.0016 0.847 0.58 0.00 MURKOWSKI_CRUFT 0.106 0.1476 0.0270 0.846 0.57 0.00 HTML_WIN_FOCUS 0.716 0.9994 0.1840 0.845 0.57 0.00 SAVE_BUCKS 0.033 0.0454 0.0085 0.843 0.57 1.06 UNCLAIMED_MONEY 2.231 3.1075 0.5899 0.840 0.57 0.92 MSGID_FROM_MTA_HEADER 0.006 0.0085 0.0016 0.842 0.57 0.00 ADDRESSES_ON_CD 1.468 2.0350 0.4065 0.834 0.55 0.44 TO_ADDRESS_EQ_REAL 0.347 0.4807 0.0967 0.832 0.55 0.00 HTML_IMAGE_RATIO_14 0.503 0.6969 0.1406 0.832 0.55 0.00 BULK_EMAIL 0.047 0.0652 0.0132 0.831 0.55 1.54 NO_STRINGS 0.174 0.2410 0.0497 0.829 0.54 0.00 ITS_LEGAL 0.006 0.0076 0.0016 0.828 0.54 0.00 NO_GIMMICK 0.093 0.1290 0.0270 0.827 0.54 0.94 DRASTIC_REDUCED 0.206 0.2842 0.0603 0.825 0.53 0.06 HTML_WIN_BLUR 0.721 0.9907 0.2157 0.821 0.53 0.01 PLING_QUERY 0.192 0.2642 0.0576 0.821 0.53 0.00 NA_DOLLARS 0.300 0.4121 0.0915 0.818 0.52 1.37 WEIRD_QUOTING 1.051 1.4349 0.3314 0.812 0.51 0.02 OPT_IN 2.108 2.8730 0.6756 0.810 0.51 0.00 LINES_OF_YELLING_3 4.013 5.4595 1.3046 0.807 0.51 0.00 LINES_OF_YELLING_2 2.503 3.4073 0.8083 0.808 0.51 0.93 FOR_FREE 0.035 0.0474 0.0111 0.810 0.51 1.69 WE_PROMISE_YOU 0.008 0.0113 0.0026 0.810 0.51 0.00 RAPE 1.003 1.3641 0.3267 0.807 0.50 1.05 PLING_PLING 0.644 0.8733 0.2157 0.802 0.49 2.00 BLANK_LINES_70_80 0.346 0.4680 0.1163 0.801 0.49 1.05 MIME_QP_DEFICIENT 0.386 0.5224 0.1300 0.801 0.49 0.88 HTML_RELAYING_FRAME 10.141 13.6057 3.6522 0.788 0.49 0.00 LINES_OF_YELLING 3.458 4.6458 1.2322 0.790 0.48 0.69 HTML_20_30 1.452 1.9492 0.5196 0.790 0.47 0.55 SUBJ_ALL_CAPS 1.276 1.7068 0.4705 0.784 0.46 0.00 HTML_EVENT 0.679 0.9077 0.2495 0.784 0.46 0.00 HTML_EVENT_UNSAFE 0.595 0.7957 0.2204 0.783 0.46 0.00 OPT_OUT 0.161 0.2154 0.0597 0.783 0.46 1.48 DOMAIN_BODY 0.809 1.0793 0.3013 0.782 0.46 0.00 FOR_JUST_SOME_AMT 0.014 0.0186 0.0053 0.779 0.45 0.52 USER_4U2 6.499 8.6074 2.5500 0.771 0.45 0.24 MIME_QP_LONG_LINE 7.206 9.5343 2.8450 0.770 0.45 0.00 MAILTO_LINK 0.018 0.0240 0.0069 0.777 0.45 0.68 GET_IT_NOW 0.012 0.0161 0.0048 0.772 0.44 0.43 EXCUSE_18 2.104 2.7807 0.8357 0.769 0.44 1.49 EARN_MONEY 0.630 0.8338 0.2484 0.770 0.44 0.00 REMOVE_IN_QUOTES 1.565 2.0692 0.6206 0.769 0.44 0.76 DATE_IN_PAST_12_24 0.090 0.1188 0.0354 0.770 0.43 0.41 REPLY_REMOVE_SUBJECT 0.009 0.0124 0.0037 0.770 0.43 0.00 NO_FORMS 0.600 0.7909 0.2416 0.766 0.43 0.14 FREE_TRIAL 0.003 0.0034 0.0011 0.762 0.42 0.00 WORRY_FREE 0.166 0.2168 0.0703 0.755 0.41 0.00 NO_PURCHASE 0.108 0.1408 0.0460 0.754 0.41 1.80 RATWARE_EMWAC 0.086 0.1115 0.0375 0.748 0.40 0.00 CONGRATULATIONS 0.170 0.2204 0.0756 0.745 0.39 0.06 VACATION_SCAM 0.013 0.0169 0.0058 0.744 0.39 1.80 CENTS_ON_DOLLAR 0.021 0.0271 0.0095 0.740 0.39 0.00 URI_IS_POUND 0.098 0.1259 0.0444 0.739 0.38 0.00 OPPORTUNITY_2 0.015 0.0195 0.0069 0.739 0.38 0.00 HTML_ALL_CAPS 1.622 2.0819 0.7607 0.732 0.38 0.00 HTML_JAVASCRIPT 0.117 0.1493 0.0560 0.727 0.37 0.00 YOU_WON 0.087 0.1106 0.0418 0.726 0.36 1.66 TO_NO_USER 2.681 3.4053 1.3258 0.720 0.36 0.00 UNSUB_PAGE 0.028 0.0358 0.0137 0.723 0.36 0.00 SHOPPING_SPREE 0.973 1.2343 0.4832 0.719 0.35 1.17 FAKE_HELO_HOTMAIL 0.057 0.0728 0.0285 0.718 0.35 0.00 MIME_BOUND_MA 0.936 1.1812 0.4758 0.713 0.35 0.00 MSGID_HAS_NO_AT 0.009 0.0116 0.0048 0.709 0.34 0.00 HERBAL_VIAGRA 0.341 0.4273 0.1781 0.706 0.33 0.00 SEE_FOR_YOURSELF 0.296 0.3714 0.1554 0.705 0.33 0.00 LARGE_COLLECTION 0.012 0.0150 0.0063 0.702 0.33 1.36 INCOME 0.141 0.1764 0.0751 0.701 0.33 0.45 LINK_TO_NO_SCHEME 0.019 0.0234 0.0100 0.700 0.33 0.30 FAKE_HELO_SHAW_CA 2.501 3.1104 1.3591 0.696 0.32 0.50 MAILTO_TO_SPAM_ADDR 0.003 0.0037 0.0016 0.698 0.32 0.00 FAKE_HELO_NETZERO 0.236 0.2927 0.1295 0.693 0.32 1.54 DATE_MISSING 0.286 0.3537 0.1591 0.690 0.31 1.60 TO_EMPTY 0.083 0.1019 0.0470 0.684 0.30 0.00 FREE_DVD 17.731 21.2936 11.0597 0.658 0.30 0.34 NO_REAL_NAME 0.247 0.3009 0.1464 0.673 0.29 1.60 FROM_NO_LOWER 0.205 0.2475 0.1253 0.664 0.28 0.00 MARKETING 0.023 0.0277 0.0153 0.643 0.25 0.00 HTML_IMAGE_AREA_08 1.390 1.6266 0.9473 0.632 0.24 0.00 MISSING_HEADERS 0.004 0.0045 0.0026 0.631 0.24 0.00 NEW_CUSTOMER 0.088 0.1025 0.0603 0.630 0.24 0.00 SEARCH_ENGINE_PROMO 0.059 0.0689 0.0407 0.629 0.24 0.00 HTML_IMAGE_AREA_09 0.020 0.0231 0.0137 0.627 0.23 0.00 HIDDEN_CHARGES 0.264 0.3048 0.1877 0.619 0.23 0.00 HTML_TAG_EXISTS_PARAM 0.440 0.5072 0.3135 0.618 0.23 0.00 DATE_IN_PAST_24_48 0.001 0.0008 0.0005 0.616 0.22 0.00 NO_MIDDLEMAN 0.022 0.0251 0.0159 0.613 0.22 0.00 FANTASTIC 1.008 1.1535 0.7364 0.610 0.22 0.00 CALL_FREE 1.934 2.1962 1.4436 0.603 0.21 0.00 HTML_10_20 26.931 29.1539 22.7663 0.562 0.21 0.00 FORGED_RCVD_HELO 0.045 0.0500 0.0344 0.592 0.20 0.00 MASS_EMAIL 0.861 0.9362 0.7205 0.565 0.17 0.00 NO_FEE 0.600 0.6511 0.5054 0.563 0.17 0.00 ID_REPLY_TO_REPLY 0.089 0.0962 0.0751 0.562 0.17 0.00 INCREASE_SOMETHING 0.245 0.2619 0.2136 0.551 0.16 0.00 FREE_CELL_PHONE 0.628 0.6551 0.5783 0.531 0.14 0.00 SMTPD_IN_RCVD 0.043 0.0452 0.0402 0.529 0.14 0.00 BLANK_LINES_90_100 5.623 5.7336 5.4172 0.514 0.14 0.00 MSGID_FROM_MTA_LATER 0.396 0.4087 0.3727 0.523 0.14 0.00 CALL_NOW 0.005 0.0051 0.0048 0.516 0.13 0.00 OUR_COMPENSATION 0.602 0.6082 0.5910 0.507 0.12 0.00 HTML_TAG_EXISTS_BASE 0.037 0.0370 0.0365 0.503 0.12 0.00 MARKET_SOLUTION 0.145 0.1456 0.1448 0.501 0.12 0.00 JAVASCRIPT_URI 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_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 BAYES_60 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_80 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 BAYES_99 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 DISCONTINUE 0.000 0.0000 0.0000 0.500 0.12 0.00 PSYCHIC 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 BAYES_00 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_10 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 OUR_PUBLICATIONS 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 RATWARE_BANG_HASH 0.086 0.0864 0.0867 0.499 0.12 0.00 ASKS_BILLING_ADDRESS 0.482 0.4756 0.4943 0.490 0.11 0.00 ASCII_FORM_ENTRY 0.037 0.0361 0.0381 0.487 0.11 0.00 DOMAIN_SUBJECT 0.827 0.7770 0.9214 0.458 0.09 0.00 REPLY_TO_ULINE_NUMS 0.875 0.7640 1.0842 0.413 0.07 0.00 US_DOLLARS_2 0.002 0.0014 0.0021 0.400 0.06 0.00 MICROSOFT 0.163 0.1321 0.2210 0.374 0.05 0.00 DATE_IN_PAST_48_96 0.004 0.0031 0.0053 0.370 0.05 0.00 PHONE_CANCER 0.000 0.0003 0.0005 0.348 0.04 0.00 X_FIX_PRESENT 1.327 0.9723 1.9908 0.328 0.03 0.00 HTML_00_10 0.037 0.0260 0.0571 0.313 0.03 0.00 MIME_BOUND_DIGITS_4 0.445 0.2230 0.8611 0.206 0.01 0.00 UNDISC_RECIPS 0.020 0.0059 0.0460 0.114 0.00 0.00 X_GCMULTI 0.000 0.0000 0.0005 0.000 0.00 0.00 IN_ACCORDANCE_WITH Rule file versions for which these results apply: (SpamAssassin Version string: 2.60) -rw-r--r-- 1 felicity fame 7140 Jun 24 22:44 10_misc.cf -rw-r--r-- 1 felicity fame 1365 Apr 23 10:28 20_anti_ratware.cf -rw-r--r-- 1 felicity fame 10517 Jun 12 18:01 20_body_tests.cf -rw-r--r-- 1 felicity fame 1160 Jun 2 12:19 20_compensate.cf -rw-r--r-- 1 felicity fame 11475 Jun 28 17:17 20_dnsbl_tests.cf -rw-r--r-- 1 felicity fame 4037 Jun 16 10:38 20_fake_helo_tests.cf -rw-r--r-- 1 felicity fame 37199 Jun 21 22:21 20_head_tests.cf -rw-r--r-- 1 felicity fame 13260 Jul 3 13:25 20_html_tests.cf -rw-r--r-- 1 felicity fame 11454 Jun 13 19:47 20_meta_tests.cf -rw-r--r-- 1 felicity fame 44883 Jun 13 20:48 20_phrases.cf -rw-r--r-- 1 felicity fame 5608 Jun 12 18:01 20_porn.cf -rw-r--r-- 1 felicity fame 11959 Jun 18 14:04 20_ratware.cf -rwxr-xr-x 1 felicity fame 6577 Jun 18 20:43 20_uri_tests.cf -rw-r--r-- 1 felicity fame 2983 Jun 12 18:01 23_bayes.cf -rw-r--r-- 1 felicity fame 8954 Mar 7 13:49 25_body_tests_es.cf -rw-r--r-- 1 felicity fame 10974 Mar 7 13:49 25_body_tests_pl.cf -rw-r--r-- 1 felicity fame 1102 Mar 7 13:49 25_head_tests_es.cf -rw-r--r-- 1 felicity fame 971 Mar 7 13:49 25_head_tests_pl.cf -rw-r--r-- 1 felicity fame 71197 Jul 5 21:31 30_text_de.cf -rw-r--r-- 1 felicity fame 6210 Jun 13 18:12 30_text_es.cf -rw-r--r-- 1 felicity fame 75383 Jun 21 22:21 30_text_fr.cf -rw-r--r-- 1 felicity fame 20898 Jun 13 18:12 30_text_it.cf -rw-r--r-- 1 felicity fame 5389 May 26 16:25 30_text_pl.cf -rw-r--r-- 1 felicity fame 67134 Jun 21 22:21 30_text_sk.cf -rw-r--r-- 1 felicity fame 37628 Jul 25 00:50 50_scores.cf -rw-r--r-- 1 felicity fame 4582 Jun 10 18:52 60_whitelist.cf -rw-r--r-- 1 felicity fame 47611 Jun 26 18:58 70_broken_rules.cf -rw-r--r-- 1 felicity fame 1841 Jul 1 06:44 70_cvs_rules_under_test.cf -rw-r--r-- 1 felicity fame 302 Jun 8 21:28 local.cf -rw-r--r-- 1 felicity fame 4841 Mar 30 00:08 regression_tests.cf