STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 20916 53.50% (99.88% of non-spam corpus) # Correctly spam: 17562 44.92% (96.75% of spam corpus) # False positives: 25 0.06% (0.12% of nonspam, 1392 weighted) # False negatives: 589 1.51% (3.25% of spam, 1679 weighted) # TCR: 25.421569 SpamRecall: 96.755% SpamPrec: 99.858% FP: 0.06% FN: 1.51% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 17782 45.49% (84.91% of non-spam corpus) # Correctly spam: 18136 46.39% (99.92% of spam corpus) # False positives: 3159 8.08% (15.09% of nonspam, -22617 weighted) # False negatives: 15 0.04% (0.08% of spam, -72 weighted) # TCR: 1.148071 SpamRecall: 99.917% SpamPrec: 85.166% FP: 8.08% FN: 0.04% # SUMMARY for threshold -3.0: # Correctly non-spam: 18793 48.07% (89.74% of non-spam corpus) # Correctly spam: 18126 46.37% (99.86% of spam corpus) # False positives: 2148 5.49% (10.26% of nonspam, 8430 weighted) # False negatives: 25 0.06% (0.14% of spam, -108 weighted) # TCR: 1.686112 SpamRecall: 99.862% SpamPrec: 89.405% FP: 5.49% FN: 0.06% # SUMMARY for threshold -2.0: # Correctly non-spam: 19133 48.94% (91.37% of non-spam corpus) # Correctly spam: 18122 46.36% (99.84% of spam corpus) # False positives: 1808 4.62% (8.63% of nonspam, 15959 weighted) # False negatives: 29 0.07% (0.16% of spam, -118 weighted) # TCR: 2.001433 SpamRecall: 99.840% SpamPrec: 90.928% FP: 4.62% FN: 0.07% # SUMMARY for threshold -1.0: # Correctly non-spam: 19196 49.10% (91.67% of non-spam corpus) # Correctly spam: 18118 46.35% (99.82% of spam corpus) # False positives: 1745 4.46% (8.33% of nonspam, 16796 weighted) # False negatives: 33 0.08% (0.18% of spam, -124 weighted) # TCR: 2.072505 SpamRecall: 99.818% SpamPrec: 91.215% FP: 4.46% FN: 0.08% # SUMMARY for threshold 0.0: # Correctly non-spam: 19479 49.83% (93.02% of non-spam corpus) # Correctly spam: 18113 46.33% (99.79% of spam corpus) # False positives: 1462 3.74% (6.98% of nonspam, 17674 weighted) # False negatives: 38 0.10% (0.21% of spam, -126 weighted) # TCR: 2.470196 SpamRecall: 99.791% SpamPrec: 92.531% FP: 3.74% FN: 0.10% # SUMMARY for threshold 1.0: # Correctly non-spam: 20167 51.59% (96.30% of non-spam corpus) # Correctly spam: 18071 46.23% (99.56% of spam corpus) # False positives: 774 1.98% (3.70% of nonspam, 15938 weighted) # False negatives: 80 0.20% (0.44% of spam, -108 weighted) # TCR: 4.595190 SpamRecall: 99.559% SpamPrec: 95.893% FP: 1.98% FN: 0.20% # SUMMARY for threshold 2.0: # Correctly non-spam: 20541 52.55% (98.09% of non-spam corpus) # Correctly spam: 18011 46.07% (99.23% of spam corpus) # False positives: 400 1.02% (1.91% of nonspam, 11175 weighted) # False negatives: 140 0.36% (0.77% of spam, -17 weighted) # TCR: 8.481776 SpamRecall: 99.229% SpamPrec: 97.827% FP: 1.02% FN: 0.36% # SUMMARY for threshold 3.0: # Correctly non-spam: 20767 53.12% (99.17% of non-spam corpus) # Correctly spam: 17922 45.85% (98.74% of spam corpus) # False positives: 174 0.45% (0.83% of nonspam, 6418 weighted) # False negatives: 229 0.59% (1.26% of spam, 209 weighted) # TCR: 16.515924 SpamRecall: 98.738% SpamPrec: 99.038% FP: 0.45% FN: 0.59% # SUMMARY for threshold 4.0: # Correctly non-spam: 20857 53.35% (99.60% of non-spam corpus) # Correctly spam: 17755 45.42% (97.82% of spam corpus) # False positives: 84 0.21% (0.40% of nonspam, 3678 weighted) # False negatives: 396 1.01% (2.18% of spam, 797 weighted) # TCR: 22.243873 SpamRecall: 97.818% SpamPrec: 99.529% FP: 0.21% FN: 1.01% # SUMMARY for threshold 4.5: # Correctly non-spam: 20893 53.45% (99.77% of non-spam corpus) # Correctly spam: 17677 45.22% (97.39% of spam corpus) # False positives: 48 0.12% (0.23% of nonspam, 2354 weighted) # False negatives: 474 1.21% (2.61% of spam, 1130 weighted) # TCR: 25.421569 SpamRecall: 97.389% SpamPrec: 99.729% FP: 0.12% FN: 1.21% # SUMMARY for threshold 5.5: # Correctly non-spam: 20930 53.54% (99.95% of non-spam corpus) # Correctly spam: 17455 44.65% (96.17% of spam corpus) # False positives: 11 0.03% (0.05% of nonspam, 757 weighted) # False negatives: 696 1.78% (3.83% of spam, 2242 weighted) # TCR: 24.169108 SpamRecall: 96.166% SpamPrec: 99.937% FP: 0.03% FN: 1.78% # SUMMARY for threshold 6.0: # Correctly non-spam: 20931 53.54% (99.95% of non-spam corpus) # Correctly spam: 17335 44.34% (95.50% of spam corpus) # False positives: 10 0.03% (0.05% of nonspam, 708 weighted) # False negatives: 816 2.09% (4.50% of spam, 2933 weighted) # TCR: 20.959584 SpamRecall: 95.504% SpamPrec: 99.942% FP: 0.03% FN: 2.09% # SUMMARY for threshold 6.5: # Correctly non-spam: 20932 53.55% (99.96% of non-spam corpus) # Correctly spam: 17203 44.01% (94.78% of spam corpus) # False positives: 9 0.02% (0.04% of nonspam, 652 weighted) # False negatives: 948 2.43% (5.22% of spam, 3761 weighted) # TCR: 18.278953 SpamRecall: 94.777% SpamPrec: 99.948% FP: 0.02% FN: 2.43% # SUMMARY for threshold 7.0: # Correctly non-spam: 20936 53.56% (99.98% of non-spam corpus) # Correctly spam: 17067 43.66% (94.03% of spam corpus) # False positives: 5 0.01% (0.02% of nonspam, 421 weighted) # False negatives: 1084 2.77% (5.97% of spam, 4682 weighted) # TCR: 16.366997 SpamRecall: 94.028% SpamPrec: 99.971% FP: 0.01% FN: 2.77% # SUMMARY for threshold 8.0: # Correctly non-spam: 20937 53.56% (99.98% of non-spam corpus) # Correctly spam: 16735 42.81% (92.20% of spam corpus) # False positives: 4 0.01% (0.02% of nonspam, 356 weighted) # False negatives: 1416 3.62% (7.80% of spam, 7173 weighted) # TCR: 12.639972 SpamRecall: 92.199% SpamPrec: 99.976% FP: 0.01% FN: 3.62% # SUMMARY for threshold 9.0: # Correctly non-spam: 20938 53.56% (99.99% of non-spam corpus) # Correctly spam: 16187 41.41% (89.18% of spam corpus) # False positives: 3 0.01% (0.01% of nonspam, 285 weighted) # False negatives: 1964 5.02% (10.82% of spam, 11855 weighted) # TCR: 9.171804 SpamRecall: 89.180% SpamPrec: 99.981% FP: 0.01% FN: 5.02% # SUMMARY for threshold 10.0: # Correctly non-spam: 20938 53.56% (99.99% of non-spam corpus) # Correctly spam: 15589 39.88% (85.89% of spam corpus) # False positives: 3 0.01% (0.01% of nonspam, 285 weighted) # False negatives: 2562 6.55% (14.11% of spam, 17555 weighted) # TCR: 7.043461 SpamRecall: 85.885% SpamPrec: 99.981% FP: 0.01% FN: 6.55% # SUMMARY for threshold 12.0: # Correctly non-spam: 20940 53.57% (100.00% of non-spam corpus) # Correctly spam: 14119 36.12% (77.79% of spam corpus) # False positives: 1 0.00% (0.00% of nonspam, 105 weighted) # False negatives: 4032 10.31% (22.21% of spam, 33828 weighted) # TCR: 4.496161 SpamRecall: 77.786% SpamPrec: 99.993% FP: 0.00% FN: 10.31% # SUMMARY for threshold 15.0: # Correctly non-spam: 20941 53.57% (100.00% of non-spam corpus) # Correctly spam: 12061 30.85% (66.45% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 6090 15.58% (33.55% of spam, 61572 weighted) # TCR: 2.980460 SpamRecall: 66.448% SpamPrec: 100.000% FP: 0.00% FN: 15.58% # SUMMARY for threshold 17.0: # Correctly non-spam: 20941 53.57% (100.00% of non-spam corpus) # Correctly spam: 10559 27.01% (58.17% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 7592 19.42% (41.83% of spam, 85553 weighted) # TCR: 2.390806 SpamRecall: 58.173% SpamPrec: 100.000% FP: 0.00% FN: 19.42% # SUMMARY for threshold 20.0: # Correctly non-spam: 20941 53.57% (100.00% of non-spam corpus) # Correctly spam: 8509 21.77% (46.88% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 9642 24.66% (53.12% of spam, 123489 weighted) # TCR: 1.882493 SpamRecall: 46.879% SpamPrec: 100.000% FP: 0.00% FN: 24.66% 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 351831 163361 188470 0.464 0.00 0.00 (all messages) 100.000 46.4317 53.5683 0.464 0.00 0.00 (all messages as %) 49.449 0.2632 92.0826 0.003 1.00 -5.30 BAYES_00 38.604 83.1141 0.0244 1.000 0.99 5.20 BAYES_99 13.797 29.7133 0.0005 1.000 0.92 4.50 DATE_SPAMWARE_Y2K 14.012 30.1535 0.0212 0.999 0.92 1.10 MIME_HTML_ONLY_MULTI 34.242 71.6009 1.8597 0.975 0.91 0.67 MIME_HTML_ONLY 10.232 22.0169 0.0170 0.999 0.91 2.95 FORGED_MUA_OUTLOOK 9.507 20.4486 0.0239 0.999 0.91 1.10 FORGED_OUTLOOK_HTML 15.879 33.8808 0.2759 0.992 0.91 0.61 MISSING_MIMEOLE 8.787 18.8888 0.0308 0.998 0.90 1.10 FORGED_OUTLOOK_TAGS 5.936 12.7772 0.0064 1.000 0.90 4.40 OBFUSCATING_COMMENT 5.037 10.8306 0.0143 0.999 0.89 2.75 HTML_IMAGE_ONLY_02 3.947 8.4977 0.0021 1.000 0.89 4.40 MSGID_OUTLOOK_INVALID 6.854 14.6920 0.0610 0.996 0.89 3.67 MSGID_FROM_MTA_SHORT 4.923 10.5698 0.0287 0.997 0.89 2.87 USERPASS 20.579 43.3151 0.8712 0.980 0.89 1.06 MIME_HTML_NO_CHARSET 2.002 4.3125 0.0000 1.000 0.89 4.30 RATWARE_OE_PI 1.762 3.7947 0.0000 1.000 0.89 1.11 FROM_NUM_AT_WEBMAIL 1.558 3.3564 0.0000 1.000 0.89 4.40 MSGID_SPAM_ZEROES 1.899 4.0860 0.0032 0.999 0.89 3.42 IMPOTENCE 1.096 2.3598 0.0000 1.000 0.88 4.30 MSGID_SPAM_99X9XX99 8.243 17.5960 0.1364 0.992 0.88 0.94 HTML_FONT_INVISIBLE 1.079 2.3231 0.0000 1.000 0.88 4.30 FORGED_THEBAT_HTML 1.426 0.0006 2.6614 0.000 0.88 -4.30 HABEAS_SWE 0.954 2.0543 0.0000 1.000 0.88 4.30 HEAD_ILLEGAL_CHARS 0.866 1.8652 0.0000 1.000 0.88 4.30 YAHOO_REDIR 1.043 2.2447 0.0005 1.000 0.88 4.30 FORGED_IMS_HTML 2.144 4.6100 0.0069 0.999 0.88 1.10 MONEY_BACK 0.965 2.0782 0.0005 1.000 0.88 4.30 FORGED_MUA_THEBAT_BOUN 1.845 3.9685 0.0048 0.999 0.88 4.11 FAKE_HELO_MAIL_COM 0.711 1.5310 0.0000 1.000 0.88 4.30 RCVD_AM_PM 1.216 2.6169 0.0016 0.999 0.88 2.09 FORGED_MUA_OIMO 1.629 3.5033 0.0037 0.999 0.88 4.40 EMAIL_ROT13 1.210 2.6047 0.0016 0.999 0.88 4.30 FORGED_MUA_AOL_FROM 1.056 2.2723 0.0011 1.000 0.88 4.10 RATWARE_EGROUPS 0.596 1.2837 0.0000 1.000 0.88 4.30 WRINKLES 0.593 1.2782 0.0000 1.000 0.88 4.30 FORGED_AOL_RCVD 3.758 8.0619 0.0281 0.997 0.88 1.90 HTML_IMAGE_ONLY_04 1.425 3.0650 0.0032 0.999 0.88 1.10 ONLINE_PHARMACY 0.761 1.6387 0.0005 1.000 0.88 4.30 FORGED_IMS_TAGS 4.562 9.7741 0.0435 0.996 0.88 1.10 MIME_BASE64_TEXT 1.313 2.8244 0.0027 0.999 0.88 1.75 INVALID_DATE_TZ_ABSURD 0.923 1.9870 0.0011 0.999 0.88 1.10 RATWARE_HASH_DASH 0.730 1.5720 0.0005 1.000 0.88 4.30 FROM_ILLEGAL_CHARS 0.396 0.8533 0.0000 1.000 0.88 4.30 WITH_LC_SMTP 0.381 0.8209 0.0000 1.000 0.88 0.70 SENT_IN_COMPLIANCE 0.329 0.7095 0.0000 1.000 0.88 2.90 NEVER_ANOTHER 4.143 8.8809 0.0366 0.996 0.88 1.11 HTML_MIME_NO_HTML_TAG 0.652 1.4043 0.0005 1.000 0.88 3.60 LOSEBODYFAT 0.290 0.6250 0.0000 1.000 0.88 2.90 FORGED_RCVD_FROM_NUM 0.278 0.5987 0.0000 1.000 0.88 2.90 RATWARE_JPFREE 0.277 0.5974 0.0000 1.000 0.88 2.90 MIME_BOUND_MANY_HEX 0.275 0.5932 0.0000 1.000 0.88 2.80 RATWARE_STORM_URI 0.270 0.5821 0.0000 1.000 0.88 2.90 FORGED_YAHOO_RCVD_SMTP 0.260 0.5601 0.0000 1.000 0.88 2.90 OBSCURED_EMAIL 0.242 0.5203 0.0000 1.000 0.88 2.90 MULTI_FORGED 0.242 0.5203 0.0000 1.000 0.88 3.66 KOREAN_UCE_SUBJECT 0.241 0.5185 0.0000 1.000 0.88 2.90 ORDER_REPORT 0.238 0.5136 0.0000 1.000 0.88 2.90 COPY_ACCURATELY 0.232 0.4995 0.0000 1.000 0.88 2.90 FREE_QUOTE_INSTANT 0.231 0.4977 0.0000 1.000 0.88 2.90 MSGID_SPAM_6LETTER 0.208 0.4487 0.0000 1.000 0.88 2.90 X_LIST_UNSUBSCRIBE 0.175 0.3759 0.0000 1.000 0.88 2.90 USERNAME_IN_SUBJECT 1.161 2.4963 0.0027 0.999 0.88 2.54 SUBJ_VIAGRA 0.171 0.3679 0.0000 1.000 0.88 2.90 URI_BANNEDCD 0.170 0.3667 0.0000 1.000 0.88 2.80 FAKE_HELO_EXCITE 0.170 0.3661 0.0000 1.000 0.88 2.90 FAKE_HELO_LYCOS 0.568 1.2237 0.0005 1.000 0.88 1.10 WE_HONOR_ALL 0.760 1.6363 0.0011 0.999 0.88 4.30 RATWARE_RCVD_LC_ESMTP 0.142 0.3055 0.0000 1.000 0.88 2.90 RATWARE_OE_MALFORMED 0.139 0.2993 0.0000 1.000 0.88 2.90 FAKED_UNDISC_RECIPS 0.138 0.2969 0.0000 1.000 0.88 2.90 RATWARE_EXISCAN_FORGED 0.128 0.2749 0.0000 1.000 0.88 2.90 X_ORIG_HOST 0.122 0.2632 0.0000 1.000 0.88 2.90 USE_IDENTITY 0.122 0.2626 0.0000 1.000 0.88 2.90 RATWARE_BAD_REFS 0.119 0.2571 0.0000 1.000 0.88 2.90 HTML_COMMENT_SKY 0.115 0.2467 0.0000 1.000 0.88 2.90 YOU_CAN_SEARCH 0.103 0.2216 0.0000 1.000 0.88 2.90 DIG_UP_INFO 0.101 0.2167 0.0000 1.000 0.88 2.90 MIME_BOUND_OPTIN 0.093 0.2008 0.0000 1.000 0.88 2.90 EXCUSE_23 0.084 0.1800 0.0000 1.000 0.88 2.90 CREDITORS_CALLING 0.078 0.1677 0.0000 1.000 0.88 2.90 HIDDEN_ASSETS 0.077 0.1653 0.0000 1.000 0.88 2.90 URI_PXLG 0.074 0.1598 0.0000 1.000 0.88 2.90 CHINA_HEADER 0.074 0.1585 0.0000 1.000 0.88 2.90 RATWARE_X_SCANNER 0.068 0.1457 0.0000 1.000 0.88 2.90 VIAGRA_COMBO 0.063 0.1353 0.0000 1.000 0.88 2.90 FORGED_MX_HOTMAIL 0.062 0.1334 0.0000 1.000 0.88 2.90 MIME_ODD_CASE 0.061 0.1322 0.0000 1.000 0.88 2.90 RCVD_6_CAPS_ESMTP_ID 0.059 0.1267 0.0000 1.000 0.88 2.90 EXCUSE_22 0.058 0.1255 0.0000 1.000 0.88 2.90 FORGED_JUNO_FROM 0.058 0.1243 0.0000 1.000 0.88 2.90 RATWARE_JIXING 0.055 0.1175 0.0000 1.000 0.88 2.90 HARDCORE_PORN 0.053 0.1139 0.0000 1.000 0.88 2.90 NONEXISTENT_CHARSET 0.051 0.1090 0.0000 1.000 0.88 2.90 NOT_ADVISOR 0.051 0.1090 0.0000 1.000 0.88 2.90 UCE_MAIL_ACT 0.051 0.1090 0.0000 1.000 0.88 2.90 X_PRECEDENCE_REF 0.050 0.1077 0.0000 1.000 0.88 2.90 MEGA_SITE 0.049 0.1047 0.0000 1.000 0.88 1.75 MSGID_FROM_MTA_HOTMAIL 0.048 0.1035 0.0000 1.000 0.88 2.90 X_PRI_MISMATCH_HI 0.046 0.0998 0.0000 1.000 0.88 2.55 FAKE_HELO_JUNO 0.045 0.0967 0.0000 1.000 0.88 2.90 VERY_SUSP_RECIPS 0.043 0.0930 0.0000 1.000 0.88 2.90 RATWARE_MMAILER 0.039 0.0845 0.0000 1.000 0.88 2.90 TO_TXT 0.037 0.0802 0.0000 1.000 0.88 2.90 X_X_PRESENT 0.032 0.0692 0.0000 1.000 0.88 2.90 MDAEMON_2_7_4 0.032 0.0686 0.0000 1.000 0.88 2.90 RECEIVE_EMAIL 0.030 0.0643 0.0000 1.000 0.88 2.90 OUR_STRICT_ANTI 0.029 0.0631 0.0000 1.000 0.88 2.90 MORTGAGE_LINKS 0.029 0.0624 0.0000 1.000 0.88 2.90 URI_DOLLARMACHINE 0.029 0.0624 0.0000 1.000 0.88 2.90 RATWARE_XMAILER 0.028 0.0600 0.0000 1.000 0.88 2.90 X_PMFLAGS_PRESENT 0.027 0.0582 0.0000 1.000 0.88 2.90 NIGERIAN_BODY_GOVT_3 0.027 0.0575 0.0000 1.000 0.88 2.90 FAKE_HELO_EMAIL_COM 0.027 0.0575 0.0000 1.000 0.88 2.90 FORGED_GW05_RCVD 0.026 0.0563 0.0000 1.000 0.88 2.71 RECEIVED_CACHEFLOW 0.025 0.0545 0.0000 1.000 0.88 2.90 RATWARE_EMPTY_HELO 0.024 0.0514 0.0000 1.000 0.88 2.90 MSGID_4NUMS_DOLLAR 0.024 0.0508 0.0000 1.000 0.88 2.90 JAPANESE_UCE_SUBJECT 0.021 0.0453 0.0000 1.000 0.88 2.90 FAKE_HELO_BIGFOOT 0.020 0.0435 0.0000 1.000 0.88 2.90 PORN_MEMBERSHIP 0.020 0.0428 0.0000 1.000 0.88 2.90 FORGED_MUA_APPLEMAIL 0.020 0.0428 0.0000 1.000 0.88 2.90 URI_FREEHT 0.019 0.0404 0.0000 1.000 0.88 2.90 MIME_BOUND_MAIL_BOUND 0.018 0.0380 0.0000 1.000 0.88 0.00 ANTISPAM_BILL 0.017 0.0373 0.0000 1.000 0.88 2.90 HR_3113 0.017 0.0367 0.0000 1.000 0.88 2.90 AZOOGLE 0.016 0.0355 0.0000 1.000 0.88 2.90 X_ENC_PRESENT 0.016 0.0349 0.0000 1.000 0.88 0.98 CONFIDENTIAL_ORDER 0.015 0.0324 0.0000 1.000 0.88 0.30 FAKE_HELO_SHAW_CA 0.014 0.0312 0.0000 1.000 0.88 1.42 FAKE_HELO_YAHOO_CA 0.014 0.0312 0.0000 1.000 0.88 2.90 ID_UNIQUE 0.014 0.0306 0.0000 1.000 0.88 2.90 DATE_YEAR_ZERO_FIRST 0.014 0.0300 0.0000 1.000 0.88 2.90 RECEIVED_IDENT_SQUID 0.013 0.0282 0.0000 1.000 0.88 2.90 FORGED_TELESP_RCVD 0.012 0.0263 0.0000 1.000 0.88 2.90 FAKE_HELO_EUDORAMAIL 0.012 0.0257 0.0000 1.000 0.88 2.90 SUBJ_FREE_INSTANT 0.011 0.0239 0.0000 1.000 0.88 2.80 STRONG_BUY 0.011 0.0233 0.0000 1.000 0.88 2.90 FAKED_IP_IN_RCVD 0.010 0.0220 0.0000 1.000 0.88 2.90 X_STORMPOST_TO 0.010 0.0220 0.0000 1.000 0.88 2.90 RATWARE_STORM 0.010 0.0220 0.0000 1.000 0.88 2.90 X_VMP_TEXT 0.010 0.0214 0.0000 1.000 0.88 2.90 MSGID_3_DOLLARS 0.010 0.0208 0.0000 1.000 0.88 2.90 RATWARE_VC_IPA 0.009 0.0196 0.0000 1.000 0.88 1.45 TAKE_ACTION_NOW 0.009 0.0196 0.0000 1.000 0.88 2.90 FAKE_HELO_CARAMAIL 0.009 0.0196 0.0000 1.000 0.88 2.90 MSGID_SPAM_1 0.008 0.0178 0.0000 1.000 0.88 2.90 FRIEND_AT_PUBLIC 0.008 0.0171 0.0000 1.000 0.88 2.90 LOTS_OF_CC_LINES 0.008 0.0165 0.0000 1.000 0.88 2.90 NO_INVESTMENT 0.007 0.0159 0.0000 1.000 0.88 2.90 RATWARE_SCREWUP_1 0.006 0.0135 0.0000 1.000 0.88 2.90 HR_4176 0.006 0.0135 0.0000 1.000 0.88 2.90 MARKUP_RAND 0.006 0.0122 0.0000 1.000 0.88 2.90 RATWARE_EVAMAIL 0.005 0.0104 0.0000 1.000 0.88 2.90 RCVD_BY_QVES_COM 0.003 0.0073 0.0000 1.000 0.88 2.90 THIS_IS_AN_AD 0.003 0.0061 0.0000 1.000 0.88 2.90 OVERWHELMING_GROWTH 0.003 0.0061 0.0000 1.000 0.88 0.00 FORGED_MUA_MSN 0.002 0.0049 0.0000 1.000 0.88 2.90 BTAMAIL_HEADER 0.002 0.0037 0.0000 1.000 0.88 2.90 RATWARE_POWERC 0.001 0.0031 0.0000 1.000 0.88 2.90 EXCUSE_20 0.001 0.0012 0.0000 1.000 0.88 2.90 CHINA_URL 0.457 0.9831 0.0005 0.999 0.88 4.30 CONFIRMED_FORGED 0.621 1.3357 0.0011 0.999 0.88 4.30 FROM_OFFERS 1.198 2.5759 0.0037 0.999 0.88 4.29 FORGED_MUA_THEBAT 1.062 2.2827 0.0032 0.999 0.88 4.30 CONSOLIDATE_DEBT 0.322 0.6923 0.0005 0.999 0.88 2.90 COMPETE 0.884 1.9013 0.0027 0.999 0.88 4.30 GENERIC_VIAGRA 0.306 0.6581 0.0005 0.999 0.88 0.70 RAVAGESOFAGING 0.625 1.3436 0.0016 0.999 0.88 1.10 VIAGRA_ONLINE 3.581 7.6726 0.0350 0.995 0.88 1.81 FROM_HAS_MIXED_NUMS3 0.890 1.9129 0.0032 0.998 0.88 2.73 FORGED_RCVD_NET_HELO 0.781 1.6785 0.0027 0.998 0.88 2.19 NO_RDNS_DOTCOM_HELO 0.551 1.1851 0.0016 0.999 0.88 3.32 BANG_OPRAH 2.456 5.2681 0.0180 0.997 0.88 1.10 HTTP_ESCAPED_HOST 0.234 0.5026 0.0005 0.999 0.88 2.90 INVALUABLE_MARKETING 0.359 0.7713 0.0011 0.999 0.88 2.90 FINANCIAL 1.173 2.5190 0.0058 0.998 0.88 1.10 FORGED_MUA_IMS 1.091 2.3427 0.0053 0.998 0.88 1.25 FORGED_AOL_HTML 0.328 0.7052 0.0011 0.998 0.88 2.90 LOSE_POUNDS 1.767 3.7922 0.0117 0.997 0.88 1.59 MIME_HTML_MOSTLY 1.108 2.3806 0.0058 0.998 0.88 4.30 REVERSE_AGING 0.169 0.3642 0.0005 0.999 0.88 0.70 NIGERIAN_BODY4 3.176 6.8021 0.0324 0.995 0.88 1.59 FRONTPAGE 3.361 7.1976 0.0361 0.995 0.88 1.58 SUBJ_HAS_SPACES 1.151 2.4718 0.0069 0.997 0.88 1.15 HTML_LINK_PUSH_HERE 0.143 0.3067 0.0005 0.998 0.88 0.70 EXCUSE_24 0.254 0.5448 0.0011 0.998 0.88 0.70 NIGERIAN_BODY3 0.129 0.2779 0.0005 0.998 0.88 1.87 FORGED_QUALCOMM_TAGS 0.823 1.7679 0.0048 0.997 0.88 1.10 CLICK_TO_REMOVE_1 0.516 1.1074 0.0027 0.998 0.88 2.90 BZ_TLD 2.050 4.3939 0.0180 0.996 0.88 1.10 BANG_GUARANTEE 0.300 0.6440 0.0016 0.998 0.88 2.90 NO_CREDIT_CHECK 1.391 2.9830 0.0111 0.996 0.88 2.15 BANG_EXERCISE 1.527 3.2750 0.0127 0.996 0.88 2.06 RCVD_FAKE_HELO_DOTCOM 0.199 0.4273 0.0011 0.998 0.88 2.36 BANG_QUOTE 3.037 6.4967 0.0377 0.994 0.87 1.12 MIME_HEADER_CTYPE_ONLY 0.182 0.3905 0.0011 0.997 0.87 2.90 HTML_FORMACTION_MAILTO 1.578 3.3821 0.0143 0.996 0.87 2.53 TRACKER_ID 8.332 17.7043 0.2091 0.988 0.87 1.05 REMOVE_PAGE 1.403 3.0062 0.0133 0.996 0.87 1.10 GUARANTEED_100_PERCENT 1.587 3.4004 0.0159 0.995 0.87 1.10 RECEIVE_OFFER 0.301 0.6452 0.0021 0.997 0.87 2.14 SUBJ_YOUR_DEBT 0.227 0.4873 0.0016 0.997 0.87 2.90 JODY 4.115 8.7861 0.0669 0.992 0.87 0.50 HTML_LINK_CLICK_CAPS 0.752 1.6124 0.0064 0.996 0.87 1.10 MORTGAGE_BEST 0.473 1.0143 0.0037 0.996 0.87 2.75 WHILE_YOU_SLEEP 0.076 0.1634 0.0005 0.997 0.87 1.95 MIME_BOUND_RKFINDY 0.212 0.4554 0.0016 0.997 0.87 2.90 NUMERIC_HTTP_ADDR 0.074 0.1585 0.0005 0.997 0.87 2.90 STOP_SNORING 0.339 0.7272 0.0027 0.996 0.87 0.99 FROM_WEBMAIL_END_NUMS6 0.330 0.7082 0.0027 0.996 0.87 2.90 ADVERT_CODE 0.447 0.9574 0.0037 0.996 0.87 3.25 THE_BEST_RATE 0.550 1.1790 0.0048 0.996 0.87 1.78 INCREASE_SEX 0.070 0.1500 0.0005 0.996 0.87 2.90 WALAA 0.202 0.4322 0.0016 0.996 0.87 0.25 BILL_1618 0.069 0.1475 0.0005 0.996 0.87 2.90 READ_TO_END 0.068 0.1463 0.0005 0.996 0.87 2.84 SUBJ_YOUR_FAMILY 0.132 0.2822 0.0011 0.996 0.87 0.38 CANNOT_BE_SPAM 1.907 4.0799 0.0233 0.994 0.87 1.75 DATE_IN_FUTURE_12_24 2.370 5.0685 0.0318 0.994 0.87 1.10 MIME_BASE64_LATIN 1.172 2.5092 0.0127 0.995 0.87 0.66 ALL_NATURAL 1.836 3.9269 0.0228 0.994 0.87 1.10 PENIS_ENLARGE 0.063 0.1353 0.0005 0.996 0.87 2.29 APPLY_FREE 1.110 2.3769 0.0127 0.995 0.87 1.10 HG_HORMONE 0.274 0.5870 0.0027 0.996 0.87 1.35 FREE_PORN 0.112 0.2406 0.0011 0.996 0.87 0.35 BE_BOSS 0.368 0.7891 0.0037 0.995 0.87 0.70 NIGERIAN_BODY2 4.623 9.8494 0.0934 0.991 0.87 0.17 CLICK_BELOW_CAPS 1.765 3.7732 0.0244 0.994 0.87 3.61 SUBJ_ILLEGAL_CHARS 0.105 0.2253 0.0011 0.995 0.87 2.90 NOT_INTENDED 0.105 0.2240 0.0011 0.995 0.87 2.90 SUBJ_GUARANTEED 1.175 2.5141 0.0149 0.994 0.87 1.10 REMOVE_REMOVAL_1WORD 0.052 0.1120 0.0005 0.995 0.87 2.80 FAKE_HELO_USA_NET 0.153 0.3281 0.0016 0.995 0.87 2.01 REFINANCE_NOW 0.468 1.0015 0.0053 0.995 0.87 0.39 FROM_STARTS_WITH_NUMS 3.968 8.4543 0.0801 0.991 0.87 2.90 DATE_IN_FUTURE_03_06 0.138 0.2944 0.0016 0.995 0.87 0.16 HIDE_WIN_STATUS 0.265 0.5681 0.0032 0.994 0.87 1.04 ADDR_NUMS_AT_BIGSITE 0.262 0.5607 0.0032 0.994 0.87 2.90 REMOVE_POSTAL 2.239 4.7771 0.0382 0.992 0.87 1.53 HTML_IMAGE_ONLY_06 0.672 1.4361 0.0090 0.994 0.87 2.29 URI_OFFERS 0.898 1.9191 0.0127 0.993 0.87 2.15 GUARANTEE 18.553 38.7798 1.0214 0.974 0.87 0.27 HTML_FONT_BIG 2.601 5.5472 0.0478 0.991 0.87 0.50 X_MSMAIL_PRIORITY_HIGH 0.126 0.2700 0.0016 0.994 0.87 0.51 HTML_SHOUTING7 0.084 0.1800 0.0011 0.994 0.87 0.90 PREST_NON_ACCREDITED 1.346 2.8740 0.0212 0.993 0.87 0.83 MAILTO_SUBJ_REMOVE 1.223 2.6120 0.0191 0.993 0.87 3.43 FORGED_MUA_EUDORA 4.651 9.8904 0.1098 0.989 0.87 0.19 MIME_BASE64_NO_NAME 0.076 0.1622 0.0011 0.994 0.86 0.80 NOT_MLM 0.038 0.0814 0.0005 0.994 0.86 1.94 EXCUSE_21 0.460 0.9819 0.0069 0.993 0.86 1.92 FREE_QUOTE 0.075 0.1598 0.0011 0.993 0.86 1.78 PORN_15 0.285 0.6097 0.0042 0.993 0.86 1.61 LOW_PAYMENT 0.146 0.3116 0.0021 0.993 0.86 2.90 BARGAIN_URL 0.724 1.5469 0.0117 0.993 0.86 2.38 FAKED_HOTMAIL_DAV 0.141 0.3012 0.0021 0.993 0.86 0.70 FAKE_HELO_MSN 1.073 2.2888 0.0186 0.992 0.86 0.47 FORGED_HOTMAIL_RCVD 0.426 0.9096 0.0069 0.992 0.86 3.01 NIGERIAN_BODY1 0.035 0.0741 0.0005 0.993 0.86 2.90 FREE_INVESTMENT 1.501 3.1990 0.0287 0.991 0.86 0.73 EXCUSE_19 0.034 0.0716 0.0005 0.993 0.86 2.24 COMPARE_RATES 0.162 0.3452 0.0027 0.992 0.86 0.01 CABLE_CONVERTER 0.970 2.0684 0.0186 0.991 0.86 1.54 VIAGRA 0.990 2.1094 0.0191 0.991 0.86 0.50 REMOVE_REMOVAL_2WORD 0.062 0.1316 0.0011 0.992 0.86 2.90 AMATEUR_PORN 2.398 5.1016 0.0547 0.989 0.86 0.50 PENIS_ENLARGE2 0.091 0.1934 0.0016 0.992 0.86 2.90 CUM_SHOT 0.061 0.1292 0.0011 0.992 0.86 2.90 BTAMAIL_URL 0.089 0.1904 0.0016 0.992 0.86 1.71 URI_4YOU 0.233 0.4977 0.0042 0.992 0.86 2.73 DATE_IN_FUTURE_24_48 1.075 2.2906 0.0218 0.991 0.86 2.01 MARKETING_PARTNERS 0.287 0.6115 0.0053 0.991 0.86 1.89 FREE_GRANT 0.413 0.8809 0.0080 0.991 0.86 1.54 FORGED_JUNO_RCVD 0.057 0.1224 0.0011 0.991 0.86 2.90 NIGERIAN_SUBJECT2 0.567 1.2084 0.0117 0.990 0.86 1.56 HAIR_LOSS 0.027 0.0582 0.0005 0.991 0.86 2.23 RESISTANCE_IS_FUTILE 1.084 2.3072 0.0239 0.990 0.86 0.50 COMPLETELY_FREE 0.605 1.2886 0.0127 0.990 0.86 2.17 FROM_ALL_NUMS 0.721 1.5353 0.0159 0.990 0.86 0.88 EXCUSE_REMOVE 0.223 0.4750 0.0048 0.990 0.86 2.80 INITIAL_INVEST 2.699 5.7284 0.0738 0.987 0.86 0.58 HTML_TABLE_THICK_BORD 1.764 3.7463 0.0456 0.988 0.85 0.50 AS_SEEN_ON 0.723 1.5377 0.0170 0.989 0.85 2.33 GAPPY_SUBJECT 0.298 0.6336 0.0069 0.989 0.85 4.30 SORTED_RECIPS 1.070 2.2729 0.0271 0.988 0.85 0.40 HTML_COMMENT_SAVED_URL 0.023 0.0490 0.0005 0.989 0.85 2.90 NATURAL_VIAGRA 0.153 0.3250 0.0037 0.989 0.85 0.12 FORGED_AOL_TAGS 4.797 10.1377 0.1687 0.984 0.85 0.75 BIZ_TLD 0.044 0.0930 0.0011 0.989 0.85 2.60 SECRET_RECORD 0.520 1.1049 0.0133 0.988 0.85 0.57 MORTGAGE_RATES 0.338 0.7180 0.0085 0.988 0.85 3.07 ROUND_THE_WORLD_LOCAL 0.505 1.0712 0.0133 0.988 0.85 1.17 FAKE_HELO_HOTMAIL 0.709 1.5040 0.0191 0.987 0.85 1.87 FAKE_HELO_YAHOO 3.815 8.0650 0.1305 0.984 0.85 1.61 DATE_IN_FUTURE_06_12 0.124 0.2638 0.0032 0.988 0.85 2.80 FORGED_MUA_THEBAT_CS 0.614 1.3039 0.0164 0.988 0.85 2.59 BAYES_70 0.418 0.8870 0.0111 0.988 0.85 0.50 HTML_SHOUTING9 0.764 1.6209 0.0212 0.987 0.85 5.30 BAYES_80 0.080 0.1708 0.0021 0.988 0.85 1.57 FREE_CONSULTATION 1.517 3.2131 0.0462 0.986 0.85 0.09 LOW_PRICE 1.710 3.6220 0.0531 0.986 0.85 4.03 BAYES_90 0.858 1.8199 0.0249 0.986 0.85 1.00 MORTGAGE_PITCH 1.488 3.1501 0.0467 0.985 0.85 0.50 HTML_TITLE_UNTITLED 7.610 15.9885 0.3481 0.979 0.85 0.10 FROM_HAS_MIXED_NUMS 0.344 0.7297 0.0101 0.986 0.85 0.00 REPLY_TO_ULINE_NUMS 1.261 2.6702 0.0398 0.985 0.85 0.41 BANG_MORE 2.784 5.8827 0.0987 0.984 0.85 0.15 HTTP_EXCESSIVE_ESCAPES 0.091 0.1922 0.0027 0.986 0.85 1.98 FROM_HAS_MIXED_NUMS2 0.159 0.3367 0.0048 0.986 0.84 0.07 LOSEWEIGHT 0.070 0.1494 0.0021 0.986 0.84 0.43 MIME_BASE64_ILLEGAL 0.139 0.2944 0.0042 0.986 0.84 1.22 SUBJECT_APPROVED 0.051 0.1077 0.0016 0.985 0.84 2.80 NO_INVENTORY 0.212 0.4487 0.0069 0.985 0.84 0.36 MILLION_USD 0.195 0.4126 0.0064 0.985 0.84 1.06 HTTP_ENTITIES_HOST 0.415 0.8772 0.0138 0.985 0.84 2.63 SUSPICIOUS_RECIPS 0.049 0.1035 0.0016 0.985 0.84 2.80 FORGED_EUDORAMAIL_RCVD 7.171 15.0372 0.3534 0.977 0.84 0.10 MISSING_OUTLOOK_NAME 5.563 11.6748 0.2658 0.978 0.84 0.43 NORMAL_HTTP_TO_IP 0.148 0.3134 0.0053 0.983 0.84 2.80 ONE_TIME 0.668 1.4098 0.0255 0.982 0.84 0.31 HTML_90_100 0.014 0.0306 0.0005 0.983 0.84 2.90 LESBIAN 0.043 0.0900 0.0016 0.983 0.84 0.87 GET_STARTED_NOW 0.028 0.0600 0.0011 0.983 0.84 2.12 EARNINGS 0.375 0.7903 0.0143 0.982 0.83 1.92 FAKE_HELO_AOL 0.826 1.7409 0.0329 0.981 0.83 1.18 MIME_MISSING_BOUNDARY 1.469 3.0925 0.0615 0.980 0.83 1.23 BAD_CREDIT 4.113 8.6287 0.1984 0.978 0.83 0.38 FORGED_YAHOO_RCVD 0.108 0.2283 0.0042 0.982 0.83 0.81 BANKRUPTCY 0.054 0.1145 0.0021 0.982 0.83 1.57 SERIOUS_CASH 0.107 0.2247 0.0042 0.981 0.83 1.94 GUARANTEED_STUFF 2.009 4.2213 0.0913 0.979 0.83 0.07 HTML_TAG_BALANCE_A 0.744 1.5646 0.0318 0.980 0.83 2.80 FORGED_MUA_MOZILLA 1.343 2.8238 0.0594 0.979 0.83 0.17 REMOVE_FROM_LIST 0.163 0.3428 0.0069 0.980 0.83 2.33 SAVE_THOUSANDS 0.622 1.3088 0.0271 0.980 0.83 2.00 BAYES_60 3.961 8.2939 0.2053 0.976 0.83 0.67 HTML_TAG_BALANCE_HTML 0.012 0.0257 0.0005 0.980 0.83 0.03 NIGERIAN_SUBJECT1 1.471 3.0864 0.0700 0.978 0.83 0.82 HTML_IMAGE_RATIO_04 2.327 4.8775 0.1157 0.977 0.83 1.39 SUBJ_HAS_UNIQ_ID 0.012 0.0251 0.0005 0.979 0.83 2.03 FAKE_HELO_MAIL_RU 0.271 0.5687 0.0122 0.979 0.83 0.55 ACT_NOW_CAPS 3.551 7.4296 0.1889 0.975 0.83 1.50 X_PRIORITY_HIGH 0.046 0.0967 0.0021 0.979 0.82 1.69 WE_PROMISE_YOU 1.720 3.6037 0.0865 0.977 0.82 0.06 HTML_FONTCOLOR_GREEN 0.079 0.1659 0.0037 0.978 0.82 0.07 HTML_SHOUTING8 3.694 7.7142 0.2096 0.974 0.82 0.35 HTML_TAG_BALANCE_BODY 0.313 0.6562 0.0154 0.977 0.82 2.42 EXCUSE_12 0.032 0.0673 0.0016 0.977 0.82 2.17 STOCK_ALERT 0.209 0.4383 0.0106 0.976 0.82 1.62 SUPPLIES_LIMITED 4.799 9.9828 0.3061 0.970 0.82 0.91 OFFERS_ETC 0.304 0.6366 0.0164 0.975 0.82 2.27 NO_QS_ASKED 0.069 0.1451 0.0037 0.975 0.82 0.76 UNSECURED_CREDIT 0.020 0.0410 0.0011 0.975 0.81 2.40 MIME_BOUND_DIGITS_7 0.184 0.3844 0.0101 0.974 0.81 1.37 CELL_PHONE_BOOST 0.165 0.3452 0.0096 0.973 0.81 1.92 BANG_BOSS 0.582 1.2139 0.0345 0.972 0.81 0.06 HTML_COMMENT_RATIO 0.136 0.2846 0.0080 0.973 0.81 1.51 ADDR_FREE 0.018 0.0380 0.0011 0.973 0.81 2.90 OUR_AFFILIATE_PARTNERS 0.508 1.0596 0.0302 0.972 0.81 2.13 MLM 8.208 16.9398 0.6394 0.964 0.81 0.38 HTML_70_80 0.045 0.0937 0.0027 0.972 0.81 1.09 MEET_SINGLES 0.258 0.5375 0.0154 0.972 0.81 0.07 REPLY_TO_EMPTY 0.089 0.1855 0.0053 0.972 0.81 0.85 EXCUSE_13 0.145 0.3024 0.0090 0.971 0.81 2.39 ONE_TIME_MAILING 0.034 0.0710 0.0021 0.971 0.80 2.61 FREE_WEBSITE 0.009 0.0178 0.0005 0.971 0.80 2.90 PORN_6 0.621 1.2910 0.0398 0.970 0.80 1.10 DOMAIN_4U2 0.746 1.5506 0.0483 0.970 0.80 1.12 EXTRA_MPART_TYPE 0.198 0.4114 0.0127 0.970 0.80 0.06 LOW_INTEREST 0.083 0.1720 0.0053 0.970 0.80 1.95 NASTY_GIRLS 6.413 13.2259 0.5072 0.963 0.80 0.10 HTML_FONTCOLOR_UNKNOWN 0.008 0.0171 0.0005 0.970 0.80 0.04 SUBJ_NOW_ONLY 14.823 30.2067 1.4894 0.953 0.80 0.10 HTML_LINK_CLICK_HERE 0.016 0.0331 0.0011 0.969 0.80 2.08 MAIL_IN_ORDER_FORM 0.016 0.0324 0.0011 0.968 0.80 2.90 KIFF 0.163 0.3373 0.0111 0.968 0.80 2.23 LIVE_PORN 0.070 0.1445 0.0048 0.968 0.80 0.80 NO_DISAPPOINTMENT 0.382 0.7927 0.0265 0.968 0.80 0.77 DO_IT_TODAY 0.092 0.1916 0.0064 0.968 0.80 2.80 SAVE_ON_INSURANCE 1.583 3.2743 0.1167 0.966 0.80 0.67 HTML_TAG_BALANCE_TABLE 4.463 9.1974 0.3597 0.962 0.80 0.10 EXCUSE_3 0.038 0.0784 0.0027 0.967 0.80 1.43 FREE_PASSWORD 0.090 0.1867 0.0064 0.967 0.79 1.64 BLANK_LINES_80_90 0.090 0.1861 0.0064 0.967 0.79 0.76 SELECTED_YOU 2.106 4.3505 0.1597 0.965 0.79 0.85 MAILTO_TO_REMOVE 0.658 1.3614 0.0478 0.966 0.79 0.58 BANG_MONEY 0.103 0.2136 0.0074 0.966 0.79 2.16 FREE_MEMBERSHIP 0.263 0.5454 0.0191 0.966 0.79 2.67 RATWARE_HASH_2_V2 4.205 8.6575 0.3449 0.962 0.79 0.13 HTML_TAG_EXISTS_TBODY 0.748 1.5475 0.0557 0.965 0.79 0.80 SUB_FREE_OFFER 0.007 0.0147 0.0005 0.965 0.79 1.97 SEX_FEST 43.215 84.3151 7.5901 0.917 0.79 0.09 HTML_MESSAGE 1.847 3.8045 0.1502 0.962 0.79 0.36 ORDER_NOW 0.904 1.8640 0.0722 0.963 0.79 0.40 SUBJ_FREE_CAP 11.704 23.7792 1.2368 0.951 0.79 0.10 HTML_FONTCOLOR_RED 0.216 0.4456 0.0170 0.963 0.79 1.68 BEST_PORN 0.047 0.0979 0.0037 0.963 0.79 0.22 PORN_16 0.135 0.2785 0.0106 0.963 0.79 2.90 EXCUSE_4 0.267 0.5503 0.0212 0.963 0.78 1.40 X_LIBRARY 0.942 1.9399 0.0764 0.962 0.78 0.48 LIMITED_TIME_ONLY 5.393 11.0455 0.4945 0.957 0.78 0.10 HTML_FONTCOLOR_UNSAFE 0.126 0.2602 0.0101 0.963 0.78 2.49 DATE_IN_FUTURE_96_XX 0.092 0.1885 0.0074 0.962 0.78 0.12 HTML_COMMENT_8BITS 0.007 0.0135 0.0005 0.962 0.78 2.90 VERB_UP_TO_OR_MORES 0.013 0.0257 0.0011 0.960 0.78 2.80 NO_CATCH 0.006 0.0129 0.0005 0.960 0.78 1.80 CENTS_ON_DOLLAR 0.481 0.9874 0.0414 0.960 0.78 0.45 LOTS_OF_STUFF 0.087 0.1781 0.0074 0.960 0.78 2.23 FROM_NO_USER 1.410 2.8856 0.1305 0.957 0.77 0.61 HTML_IMAGE_ONLY_10 0.083 0.1702 0.0074 0.958 0.77 1.17 FREE_SAMPLE 0.445 0.9109 0.0403 0.958 0.77 0.88 HTML_RELAYING_FRAME 1.679 3.4311 0.1613 0.955 0.77 0.05 FORGED_HOTMAIL_RCVD2 0.006 0.0116 0.0005 0.956 0.77 1.65 IDENT_NOBODY 3.080 6.2696 0.3152 0.952 0.77 1.12 HTML_WEB_BUGS 9.149 18.4701 1.0691 0.945 0.77 0.36 HTML_60_70 0.022 0.0453 0.0021 0.955 0.76 0.15 LYING_EYES 0.159 0.3238 0.0154 0.955 0.76 0.00 UPPERCASE_75_100 0.092 0.1867 0.0090 0.954 0.76 2.53 FREE_ACCESS 0.125 0.2547 0.0127 0.952 0.76 0.43 SUBJ_BUY 0.959 1.9491 0.1013 0.951 0.76 0.15 EXCUSE_10 0.041 0.0833 0.0042 0.951 0.76 0.62 BUY_DIRECT 0.015 0.0306 0.0016 0.951 0.75 2.90 WE_HATE_SPAM 0.069 0.1402 0.0074 0.950 0.75 1.92 MUST_BE_18 2.359 4.7723 0.2669 0.947 0.75 0.32 EXCUSE_14 0.030 0.0600 0.0032 0.950 0.75 1.06 UNCLAIMED_MONEY 0.919 1.8615 0.1013 0.948 0.75 0.59 RISK_FREE 0.184 0.3734 0.0202 0.949 0.75 0.22 REMOVE_REMOVAL_NEAR 0.744 1.5071 0.0828 0.948 0.75 0.95 FROM_HAS_ULINE_NUMS 0.014 0.0294 0.0016 0.949 0.75 1.40 NIGERIAN_SCAM_VIRTUE 0.560 1.1331 0.0631 0.947 0.75 0.05 HOME_EMPLOYMENT 7.976 15.9665 1.0495 0.938 0.74 0.70 HTML_50_60 0.891 1.8015 0.1024 0.946 0.74 1.38 PORN_4 0.618 1.2482 0.0716 0.946 0.74 1.17 INVALID_MSGID 0.037 0.0741 0.0042 0.946 0.74 2.70 PAY_SITE 1.417 2.8563 0.1687 0.944 0.74 0.53 HTML_IMAGE_ONLY_08 10.588 21.0779 1.4952 0.934 0.74 0.10 HTML_FONTCOLOR_BLUE 0.041 0.0826 0.0048 0.945 0.74 2.60 JOIN_MILLIONS 4.666 9.3603 0.5974 0.940 0.74 0.01 HTML_80_90 0.719 1.4508 0.0854 0.944 0.74 0.87 REMOVAL_INSTRUCTIONS 0.058 0.1175 0.0069 0.945 0.74 2.70 SUBJ_AS_SEEN 0.204 0.4114 0.0244 0.944 0.74 1.29 THIS_AINT_SPAM 0.248 0.4995 0.0297 0.944 0.74 1.21 OPT_HEADER 0.410 0.8239 0.0504 0.942 0.73 0.81 OPT_IN_CAPS 0.052 0.1047 0.0064 0.943 0.73 0.77 SUBJ_FOR_ONLY 0.091 0.1824 0.0111 0.942 0.73 2.80 MONEY_MAKING 0.012 0.0245 0.0016 0.939 0.72 1.46 MIME_BOUND_HEX_24 0.032 0.0643 0.0042 0.938 0.72 1.29 BEEN_TURNED_DOWN 0.095 0.1904 0.0127 0.937 0.72 2.28 SEDUCTION 0.872 1.7415 0.1189 0.936 0.72 0.94 HTML_IMAGE_RATIO_06 0.024 0.0471 0.0032 0.937 0.72 1.85 BARELY_LEGAL 3.974 7.8966 0.5741 0.932 0.72 0.18 HTML_FONT_FACE_ODD 0.847 1.6901 0.1162 0.936 0.72 1.78 DATE_IN_PAST_96_XX 0.051 0.1016 0.0069 0.936 0.72 2.44 SUBJ_2_CREDIT 0.405 0.8086 0.0557 0.936 0.72 0.34 TO_MALFORMED 0.081 0.1610 0.0111 0.935 0.72 1.69 TARGETED 0.046 0.0912 0.0064 0.935 0.71 0.38 MSGID_NO_HOST 0.045 0.0900 0.0064 0.934 0.71 2.30 COMMUNIGATE 0.206 0.4089 0.0297 0.932 0.71 2.50 GET_PAID 0.080 0.1598 0.0117 0.932 0.71 0.58 FAKE_HELO_NETSCAPE_COM 2.739 5.4193 0.4155 0.929 0.71 0.70 PRIORITY_NO_NAME 0.055 0.1083 0.0080 0.932 0.71 0.40 YOUR_INCOME 0.900 1.7826 0.1342 0.930 0.71 0.34 REMOVE_SUBJ 0.215 0.4267 0.0324 0.929 0.70 1.89 DEAR_FRIEND 0.508 1.0051 0.0769 0.929 0.70 0.79 UPPERCASE_50_75 4.717 9.2733 0.7678 0.924 0.70 0.87 HTML_40_50 0.146 0.2889 0.0223 0.928 0.70 1.57 DONT_DELETE 0.021 0.0410 0.0032 0.928 0.70 2.01 AMAZING_STUFF 1.175 2.3176 0.1852 0.926 0.70 0.69 NO_COST 9.756 18.9923 1.7509 0.916 0.70 1.00 FROM_ENDS_IN_NUMS 0.122 0.2406 0.0191 0.926 0.70 0.90 OPPORTUNITY 1.234 2.4308 0.1968 0.925 0.69 1.34 WEIRD_PORT 0.070 0.1371 0.0111 0.925 0.69 0.85 EXTRA_CASH 0.106 0.2087 0.0170 0.925 0.69 1.18 SUBJ_DOLLARS 0.675 1.3277 0.1098 0.924 0.69 0.60 HTML_IMAGE_RATIO_08 1.375 2.6995 0.2271 0.922 0.69 0.94 MIME_BOUND_NEXTPART 0.218 0.4291 0.0355 0.923 0.69 1.01 NO_EXPERIENCE 0.010 0.0190 0.0016 0.923 0.69 1.23 FREE_INSTALL 0.578 1.1325 0.0971 0.921 0.68 2.00 BLANK_LINES_70_80 1.366 2.6726 0.2329 0.920 0.68 0.06 HTML_FONT_FACE_BAD 2.337 4.5653 0.4064 0.918 0.68 0.92 MSGID_FROM_MTA_HEADER 4.085 7.9536 0.7322 0.916 0.68 0.32 DATE_IN_PAST_03_06 0.153 0.2987 0.0260 0.920 0.68 0.39 SUBJ_YOUR_OWN 1.213 2.3696 0.2101 0.919 0.68 0.79 HTML_IMAGE_ONLY_12 0.052 0.1010 0.0090 0.918 0.68 2.70 BUGGY_CGI 0.009 0.0178 0.0016 0.918 0.67 2.20 FORWARD_LOOKING 0.045 0.0875 0.0080 0.917 0.67 1.70 AOL_USERS_LINK 0.131 0.2547 0.0233 0.916 0.67 0.87 SUB_HELLO 0.047 0.0918 0.0085 0.915 0.67 0.22 X_ESMTP 0.029 0.0569 0.0053 0.915 0.67 0.17 HEADER_COUNT_CTYPE 17.227 32.6571 3.8526 0.894 0.67 0.10 CLICK_BELOW 0.061 0.1188 0.0111 0.914 0.67 1.14 CELEBRITY_PORN 0.805 0.1316 1.3885 0.087 0.67 -5.40 BAYES_01 2.476 4.7882 0.4717 0.910 0.66 0.80 DATE_IN_PAST_06_12 2.779 5.3715 0.5316 0.910 0.66 0.69 UPPERCASE_25_50 0.205 0.3973 0.0387 0.911 0.66 1.37 WEIRD_QUOTING 0.092 0.1769 0.0175 0.910 0.66 0.45 LINK_TO_NO_SCHEME 0.302 0.5840 0.0584 0.909 0.66 1.18 MIME_BOUND_DASH_DIGIT 0.063 0.1206 0.0122 0.908 0.65 2.60 DISGUISE_PORN 0.030 0.0575 0.0058 0.908 0.65 0.98 START_NOW_CAPS 0.626 1.2053 0.1242 0.907 0.65 0.00 CASHCASHCASH 0.786 1.5114 0.1576 0.906 0.65 0.21 HOT_NASTY 1.049 2.0146 0.2122 0.905 0.65 0.95 NO_OBLIGATION 2.104 4.0303 0.4346 0.903 0.65 0.45 HTML_TITLE_EMPTY 0.013 0.0251 0.0027 0.904 0.64 1.04 FREE_PREVIEW 0.606 1.1606 0.1252 0.903 0.64 0.62 WORK_AT_HOME 0.077 0.1475 0.0159 0.903 0.64 2.51 ACCEPT_CREDIT_CARDS 1.080 2.0654 0.2260 0.901 0.64 0.67 MANY_EXCLAMATIONS 0.005 0.0098 0.0011 0.902 0.64 2.90 DAILY_PXE 0.003 0.0049 0.0005 0.902 0.64 0.00 PENNIES_A_DAY 0.235 0.4481 0.0499 0.900 0.63 0.23 ADULT_SITE 0.502 0.9574 0.1072 0.899 0.63 0.70 US_DOLLARS_3 0.057 0.1096 0.0122 0.900 0.63 2.60 RICH 2.304 4.3823 0.5025 0.897 0.63 0.04 INVALID_DATE 0.860 1.6326 0.1894 0.896 0.63 0.57 HTTP_WITH_EMAIL_IN_URL 3.009 5.6917 0.6845 0.893 0.63 0.84 HTML_30_40 0.516 0.9776 0.1151 0.895 0.62 0.54 HTML_IMAGE_RATIO_10 0.024 0.0453 0.0053 0.895 0.62 1.64 LONG_DISTANCE 0.469 0.8876 0.1061 0.893 0.62 0.65 ALL_CAP_PORN 0.281 0.5301 0.0642 0.892 0.62 1.61 DEAR_SOMETHING 0.014 0.0263 0.0032 0.892 0.62 2.49 WANTS_CREDIT_CARD 0.074 0.1396 0.0175 0.889 0.61 0.28 HTML_IMAGE_AREA_05 0.316 0.5938 0.0748 0.888 0.61 0.14 WHILE_SUPPLIES 0.031 0.0588 0.0074 0.888 0.61 2.50 OFFSHORE_SCAM 0.340 0.0728 0.5714 0.113 0.61 -5.30 BAYES_10 0.030 0.0569 0.0074 0.885 0.60 2.40 PRIZE 0.082 0.1518 0.0207 0.880 0.59 2.50 MILLION_EMAIL 0.021 0.0386 0.0053 0.879 0.59 0.59 CASH_BONUS 0.236 0.4389 0.0610 0.878 0.59 1.07 EXCUSE_11 0.008 0.0153 0.0021 0.878 0.59 0.20 MSGID_THREESIXSIX 0.033 0.0606 0.0085 0.877 0.58 1.64 THE_FOLLOWING_FORM 0.043 0.0802 0.0117 0.873 0.58 2.20 NEW_DOMAIN_EXTENSIONS 0.375 0.6887 0.1029 0.870 0.57 1.05 MIME_QP_DEFICIENT 0.010 0.0178 0.0027 0.870 0.57 1.54 FREE_LEADS 0.057 0.1041 0.0159 0.867 0.56 2.30 ADVERT_CODE2 0.015 0.0269 0.0042 0.864 0.56 0.72 FROM_AND_TO_SAME 0.009 0.0165 0.0027 0.862 0.55 1.36 INCOME 0.041 0.0735 0.0122 0.858 0.54 1.54 NO_STRINGS 0.033 0.0600 0.0101 0.856 0.54 0.79 EXCUSE_6 1.658 2.9634 0.5274 0.849 0.53 0.06 EXCUSE_16 0.440 0.7872 0.1390 0.850 0.53 0.36 WHY_WAIT 0.248 0.4444 0.0785 0.850 0.53 1.48 DOMAIN_BODY 2.142 3.7947 0.7094 0.842 0.52 0.42 EXCUSE_1 0.027 0.0484 0.0090 0.843 0.52 1.61 HTML_IMAGE_AREA_07 0.378 0.6672 0.1273 0.840 0.51 0.00 REMOVE_IN_QUOTES 0.351 0.6183 0.1199 0.838 0.51 0.32 HTML_IMAGE_RATIO_12 0.048 0.0839 0.0164 0.836 0.50 0.41 REPLY_REMOVE_SUBJECT 4.557 7.9089 1.6523 0.827 0.50 0.24 MIME_QP_LONG_LINE 0.015 0.0263 0.0053 0.832 0.50 2.12 FIND_ANYTHING 0.449 0.7823 0.1592 0.831 0.49 0.27 SAVE_UP_TO 0.443 0.7701 0.1586 0.829 0.49 0.86 UNSUB_SCRIPT 0.281 0.0918 0.4446 0.171 0.49 -4.70 BAYES_20 0.723 1.2494 0.2658 0.825 0.48 1.05 PLING_PLING 0.292 0.0992 0.4590 0.178 0.48 -1.07 BAYES_30 2.056 3.5314 0.7773 0.820 0.48 0.69 HTML_20_30 0.003 0.0049 0.0011 0.822 0.48 2.90 DAILY_PL 1.195 2.0519 0.4531 0.819 0.47 1.27 RCVD_NUMERIC_HELO 0.016 0.0282 0.0064 0.816 0.46 1.26 PRINT_FORM_SIGNATURE 0.544 0.9237 0.2144 0.812 0.46 0.01 PLING_QUERY 0.011 0.0184 0.0042 0.812 0.46 0.03 CBYI 0.008 0.0135 0.0032 0.809 0.45 0.43 EXCUSE_18 0.010 0.0171 0.0042 0.802 0.44 1.93 LUXURY_CAR 0.011 0.0190 0.0048 0.799 0.43 0.52 USER_4U2 1.125 1.8719 0.4775 0.797 0.43 0.44 TO_ADDRESS_EQ_REAL 0.262 0.4358 0.1114 0.796 0.43 0.49 TO_HAS_SPACES 2.052 3.3943 0.8882 0.793 0.43 0.93 FOR_FREE 1.427 2.3549 0.6229 0.791 0.42 0.76 DATE_IN_PAST_12_24 0.359 0.5870 0.1618 0.784 0.41 0.93 MIME_QP_NO_CHARSET 0.151 0.2455 0.0690 0.781 0.40 0.06 VACATION_SCAM 1.070 1.7348 0.4945 0.778 0.40 0.55 SUBJ_ALL_CAPS 0.048 0.0765 0.0228 0.770 0.39 0.94 DRASTIC_REDUCED 2.050 3.2541 1.0055 0.764 0.38 0.50 MAILTO_TO_SPAM_ADDR 0.160 0.2540 0.0780 0.765 0.38 0.06 HTML_WIN_BLUR 0.261 0.4120 0.1295 0.761 0.37 1.54 DATE_MISSING 1.432 2.2104 0.7577 0.745 0.35 1.49 EARN_MONEY 0.021 0.0312 0.0122 0.719 0.31 0.68 GET_IT_NOW 16.893 23.6984 10.9943 0.683 0.29 0.34 NO_REAL_NAME 0.011 0.0153 0.0064 0.706 0.29 2.29 FAKE_HELO_MAILCITY 0.118 0.1708 0.0727 0.701 0.28 0.63 LARGE_HEX 0.064 0.0918 0.0398 0.698 0.28 1.66 TO_NO_USER 0.001 0.0012 0.0005 0.698 0.28 1000.00 GTUBE 0.216 0.3067 0.1369 0.691 0.27 1.60 FROM_NO_LOWER 0.008 0.0104 0.0053 0.662 0.23 0.00 HERBAL_VIAGRA 0.202 0.2638 0.1491 0.639 0.21 1.60 TO_EMPTY 0.624 0.7915 0.4797 0.623 0.19 0.14 FREE_TRIAL 0.007 0.0086 0.0053 0.618 0.18 0.21 HTTP_CTRL_CHARS_HOST 1.243 1.4881 1.0304 0.591 0.16 0.02 OPT_IN 0.000 0.0000 0.0000 0.500 0.08 0.00 MARKETING 0.000 0.0000 0.0000 0.500 0.08 0.00 MAILTO_LINK 0.000 0.0000 0.0000 0.500 0.08 0.00 GENTLE_FEROCITY 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_CHARSET_V2 0.000 0.0000 0.0000 0.500 0.08 0.00 STOCK_PICK 0.000 0.0000 0.0000 0.500 0.08 0.00 NA_DOLLARS 0.000 0.0000 0.0000 0.500 0.08 0.00 APPLY_ONLINE 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_COMMENT_EMAIL 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_EVENT 0.000 0.0000 0.0000 0.500 0.08 0.00 MIME_BASE64_BLANKS 0.000 0.0000 0.0000 0.500 0.08 0.00 ADDRESSES_ON_CD 0.000 0.0000 0.0000 0.500 0.08 0.00 SUBJ_LIFE_INSURANCE 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_GR 0.000 0.0000 0.0000 0.500 0.08 0.00 BILLION_DOLLARS 0.000 0.0000 0.0000 0.500 0.08 0.00 NIGERIAN_SUBJECT6 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_WIN_OPEN 0.000 0.0000 0.0000 0.500 0.08 0.00 VJESTIKA 0.000 0.0000 0.0000 0.500 0.08 0.00 FULL_REFUND 0.000 0.0000 0.0000 0.500 0.08 0.00 NO_FEE 0.000 0.0000 0.0000 0.500 0.08 0.00 YOU_WON 0.000 0.0000 0.0000 0.500 0.08 0.00 WE_HATE_SPAM2 0.000 0.0000 0.0000 0.500 0.08 0.00 EXCUSE_2 0.000 0.0000 0.0000 0.500 0.08 0.00 EXCUSE_7 0.000 0.0000 0.0000 0.500 0.08 0.00 EXCUSE_8 0.000 0.0000 0.0000 0.500 0.08 0.00 MONSTERHUT 0.000 0.0000 0.0000 0.500 0.08 0.00 ONLINE_BIZ_OPS 0.000 0.0000 0.0000 0.500 0.08 0.00 X_FIX_PRESENT 0.000 0.0000 0.0000 0.500 0.08 0.00 HIDDEN_CHARGES 0.000 0.0000 0.0000 0.500 0.08 0.00 BUY_JUDGEMENTS 0.000 0.0000 0.0000 0.500 0.08 0.00 DIET 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_WIN_FOCUS 0.000 0.0000 0.0000 0.500 0.08 0.00 OPT_OUT_CAPS 0.000 0.0000 0.0000 0.500 0.08 0.00 EJACULATION 0.000 0.0000 0.0000 0.500 0.08 0.00 TO_FILENAME 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_TAG_EXISTS_BASE 0.000 0.0000 0.0000 0.500 0.08 0.00 MAILTO_WITH_SUBJ 0.000 0.0000 0.0000 0.500 0.08 2.90 OUR_PRIVACY_POLICY 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_FONTCOLOR_MAGENTA 0.000 0.0000 0.0000 0.500 0.08 0.00 POST_IN_RCVD 0.000 0.0000 0.0000 0.500 0.08 0.00 CLICK_TO_REMOVE_2 0.000 0.0000 0.0000 0.500 0.08 0.00 FANTASTIC 0.000 0.0000 0.0000 0.500 0.08 0.00 PHONE_CANCER 0.000 0.0000 0.0000 0.500 0.08 0.00 MORE_TRAFFIC 0.000 0.0000 0.0000 0.500 0.08 0.00 ITS_LEGAL 0.000 0.0000 0.0000 0.500 0.08 0.00 MICRO_CAP_WARNING 0.000 0.0000 0.0000 0.500 0.08 0.00 LARGE_COLLECTION 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_FONTCOLOR_YELLOW 0.000 0.0000 0.0000 0.500 0.08 0.00 FALLING_INTEREST 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_00_10 0.000 0.0000 0.0000 0.500 0.08 0.00 PROMOTION 0.000 0.0000 0.0000 0.500 0.08 0.00 CHANGE_TERMS 0.000 0.0000 0.0000 0.500 0.08 0.00 INCREASE_SOMETHING 0.000 0.0000 0.0000 0.500 0.08 0.00 PSYCHIC 0.000 0.0000 0.0000 0.500 0.08 0.00 X_MIME_KEY 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_SCREWUP_2 0.000 0.0000 0.0000 0.500 0.08 0.00 PURE_PROFIT 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_ALL_CAPS 0.000 0.0000 0.0000 0.500 0.08 0.00 DIRECT_EMAIL 0.000 0.0000 0.0000 0.500 0.08 0.00 EARN_PER_WEEK 0.000 0.0000 0.0000 0.500 0.08 0.00 FURTHER_TRANSMISSIONS 0.000 0.0000 0.0000 0.500 0.08 0.00 WHY_PAY_MORE 0.000 0.0000 0.0000 0.500 0.08 0.00 MORTGAGE_NETWORK 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_TAG_BALANCE_HEAD 0.000 0.0000 0.0000 0.500 0.08 0.00 ONLY_COST 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_FONTCOLOR_NAME 0.000 0.0000 0.0000 0.500 0.08 0.00 SEE_FOR_YOURSELF 0.000 0.0000 0.0000 0.500 0.08 0.00 SEARCH_ENGINE_PROMO 0.000 0.0000 0.0000 0.500 0.08 0.00 PORN_GALLERIES 0.000 0.0000 0.0000 0.500 0.08 0.00 MIME_BOUND_HASHES 0.000 0.0000 0.0000 0.500 0.08 0.00 URGENT_BIZ 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_HASH_2 0.000 0.0000 0.0000 0.500 0.08 0.00 NO_SELLING 0.000 0.0000 0.0000 0.500 0.08 0.00 NEW_CUSTOMER 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_TAG_BALANCE_FONT 0.000 0.0000 0.0000 0.500 0.08 0.00 TO_RECIP_MARKER 0.000 0.0000 0.0000 0.500 0.08 0.00 MICROSOFT 0.000 0.0000 0.0000 0.500 0.08 0.00 MASS_EMAIL 0.000 0.0000 0.0000 0.500 0.08 0.00 EXPERTS_SHOW_HOW 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_EVENT_UNSAFE 0.000 0.0000 0.0000 0.500 0.08 0.00 SAVINGS 0.000 0.0000 0.0000 0.500 0.08 0.00 FORGED_RCVD_HELO 0.000 0.0000 0.0000 0.500 0.08 0.00 IN_ACCORDANCE_WITH 0.000 0.0000 0.0000 0.500 0.08 0.00 OUR_COMPENSATION 0.000 0.0000 0.0000 0.500 0.08 0.00 NO_MIDDLEMAN 0.000 0.0000 0.0000 0.500 0.08 0.00 COMPLAIN_TO 0.000 0.0000 0.0000 0.500 0.08 0.00 HELPED_FINANCE 0.000 0.0000 0.0000 0.500 0.08 0.00 NO_GIMMICK 0.000 0.0000 0.0000 0.500 0.08 0.00 CREDIT_CARD 0.000 0.0000 0.0000 0.500 0.08 0.00 DOMAIN_SUBJECT 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_TAG_EXISTS_PARAM 0.000 0.0000 0.0000 0.500 0.08 0.00 SUBJ_REMOVE 0.000 0.0000 0.0000 0.500 0.08 0.00 VAR_REF_IN_RECEIVED 0.000 0.0000 0.0000 0.500 0.08 0.00 DATE_IN_PAST_48_96 0.000 0.0000 0.0000 0.500 0.08 0.00 MISSING_HEADERS 0.000 0.0000 0.0000 0.500 0.08 0.00 OFFER 0.000 0.0000 0.0000 0.500 0.08 0.00 ENHANCE_WEBSITE 0.000 0.0000 0.0000 0.500 0.08 0.00 WORRY_FREE 0.000 0.0000 0.0000 0.500 0.08 0.00 X_MAILER_GIBBERISH 0.000 0.0000 0.0000 0.500 0.08 0.00 INTL_EXEC_GUILD 0.000 0.0000 0.0000 0.500 0.08 0.00 EASY_TERMS 0.000 0.0000 0.0000 0.500 0.08 0.00 INTL_DRIVERS_LICENSE 0.000 0.0000 0.0000 0.500 0.08 0.00 X_SERV_HOST_PRESENT 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_CARETOP 0.000 0.0000 0.0000 0.500 0.08 0.00 MIME_BOUND_MA 0.000 0.0000 0.0000 0.500 0.08 0.00 RUSSIAN_UCE_SUBJECT 0.000 0.0000 0.0000 0.500 0.08 0.00 EXCUSE_15 0.000 0.0000 0.0000 0.500 0.08 0.00 SAVE_BUCKS 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_IMAGE_AREA_04 0.000 0.0000 0.0000 0.500 0.08 0.00 CALL_FREE 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_IMAGE_AREA_06 0.000 0.0000 0.0000 0.500 0.08 0.00 URI_HITBOX 0.000 0.0000 0.0000 0.500 0.08 0.00 REFINANCE_YOUR_HOME 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_IMAGE_AREA_08 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_COMMENT_SHOUTING 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_IMAGE_AREA_09 0.000 0.0000 0.0000 0.500 0.08 0.00 TO_INVESTORS 0.000 0.0000 0.0000 0.500 0.08 0.00 UNIVERSITY_DIPLOMAS 0.000 0.0000 0.0000 0.500 0.08 0.00 UNDER_BILL_1618 0.000 0.0000 0.0000 0.500 0.08 0.00 MORTGAGE_WAITING 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_WITH_BGCOLOR 0.000 0.0000 0.0000 0.500 0.08 0.00 WWW_CLIK4YOU_COM 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_DIRECT_EMAIL 0.000 0.0000 0.0000 0.500 0.08 0.00 FAKE_HELO_NETZERO 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_FONT_FACE_CAPS 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_EMBEDS 0.000 0.0000 0.0000 0.500 0.08 0.00 RAPE 0.000 0.0000 0.0000 0.500 0.08 0.00 PRODUCED_AND_SENT_OUT 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_LC_OUTLOOK 0.000 0.0000 0.0000 0.500 0.08 0.00 MSGID_FROM_MTA_LATER 0.000 0.0000 0.0000 0.500 0.08 0.00 DISCONTINUE 0.000 0.0000 0.0000 0.500 0.08 0.00 CREDIT_BUREAU 0.000 0.0000 0.0000 0.500 0.08 -0.00 BAYES_40 0.000 0.0000 0.0000 0.500 0.08 0.00 SAFEGUARD_NOTICE 0.000 0.0000 0.0000 0.500 0.08 0.00 ID_REPLY_TO_REPLY 0.000 0.0000 0.0000 0.500 0.08 0.00 MIME_QP_EXCESSIVE 0.000 0.0000 0.0000 0.500 0.08 -0.00 BAYES_44 0.000 0.0000 0.0000 0.500 0.08 0.00 ASCII_FORM_ENTRY 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_RCVD_BONUS_SPC 0.000 0.0000 0.0000 0.500 0.08 0.00 OPT_OUT 0.000 0.0000 0.0000 0.500 0.08 0.00 SPAM_FORM 0.000 0.0000 0.0000 0.500 0.08 0.00 FAKE_HELO_FLASHMAIL 0.000 0.0000 0.0000 0.500 0.08 0.00 MURKOWSKI_CRUFT 0.000 0.0000 0.0000 0.500 0.08 0.00 BULK_EMAIL 0.000 0.0000 0.0000 0.500 0.08 0.00 BAYES_50 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_IMKTG 0.000 0.0000 0.0000 0.500 0.08 0.00 LINES_OF_YELLING_2 0.000 0.0000 0.0000 0.500 0.08 0.00 LINES_OF_YELLING_3 0.000 0.0000 0.0000 0.500 0.08 0.00 BAYES_56 0.000 0.0000 0.0000 0.500 0.08 0.00 URI_IS_POUND 0.000 0.0000 0.0000 0.500 0.08 0.00 SECTION_301 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_FLOAT 0.000 0.0000 0.0000 0.500 0.08 0.00 DOMAINS_CHEAP 0.000 0.0000 0.0000 0.500 0.08 0.00 MAILTO_TO_B2BMAIL 0.000 0.0000 0.0000 0.500 0.08 0.00 PORN_PASSWORD 0.000 0.0000 0.0000 0.500 0.08 0.00 SPAM_FORM_INPUT 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_IMAGE_RATIO_02 0.000 0.0000 0.0000 0.500 0.08 0.00 X_GCMULTI 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_FONTCOLOR_GRAY 0.000 0.0000 0.0000 0.500 0.08 0.00 FRIEND_PUBLIC 0.000 0.0000 0.0000 0.500 0.08 0.00 EMAIL_MARKETING 0.000 0.0000 0.0000 0.500 0.08 0.00 S_1618 0.000 0.0000 0.0000 0.500 0.08 0.00 LINES_OF_YELLING 0.000 0.0000 0.0000 0.500 0.08 0.00 SHOPPING_SPREE 0.000 0.0000 0.0000 0.500 0.08 0.00 WEALTH 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_SHOUTING3 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_SHOUTING4 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_SHOUTING5 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_IMAGE_RATIO_14 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_SHOUTING6 0.000 0.0000 0.0000 0.500 0.08 0.00 SPAM_FORM_RETURN 0.000 0.0000 0.0000 0.500 0.08 0.00 SAVE_MONEY 0.000 0.0000 0.0000 0.500 0.08 0.00 FREE_DVD 0.000 0.0000 0.0000 0.500 0.08 0.00 INSTANT_ACCESS 0.000 0.0000 0.0000 0.500 0.08 0.00 NO_FORMS 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_CHARSET 0.000 0.0000 0.0000 0.500 0.08 0.00 SPAM_FORM_ACTION 0.000 0.0000 0.0000 0.500 0.08 0.00 DATE_IN_FUTURE_48_96 0.000 0.0000 0.0000 0.500 0.08 0.00 MARKUP_SSPL 0.000 0.0000 0.0000 0.500 0.08 0.00 US_DOLLARS_2 0.000 0.0000 0.0000 0.500 0.08 0.00 BE_AMAZED 0.000 0.0000 0.0000 0.500 0.08 0.00 NO_PURCHASE 0.000 0.0000 0.0000 0.500 0.08 0.00 CALL_NOW 0.000 0.0000 0.0000 0.500 0.08 0.00 SUBJ_HAS_TIME_ID 0.000 0.0000 0.0000 0.500 0.08 0.00 PRIORITY_MAIL 0.000 0.0000 0.0000 0.500 0.08 0.00 E_MAILPROMO_URL 0.000 0.0000 0.0000 0.500 0.08 0.00 CHILD_SUPPORT 0.000 0.0000 0.0000 0.500 0.08 0.00 UP_TO_OR_MORES 0.000 0.0000 0.0000 0.500 0.08 0.00 MARKET_SOLUTION 0.000 0.0000 0.0000 0.500 0.08 0.00 SUBJ_RIPPED 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_DIFFOND 0.000 0.0000 0.0000 0.500 0.08 0.00 AUTO_EMAIL_REMOVAL 0.000 0.0000 0.0000 0.500 0.08 0.00 MANY_FROMS 0.000 0.0000 0.0000 0.500 0.08 0.00 TRACE_BY_SSN 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_10_20 0.000 0.0000 0.0000 0.500 0.08 0.00 ASKS_BILLING_ADDRESS 0.000 0.0000 0.0000 0.500 0.08 0.00 CONGRATULATIONS 0.000 0.0000 0.0000 0.500 0.08 0.00 SMTPD_IN_RCVD 0.000 0.0000 0.0000 0.500 0.08 0.00 INCREDIBLE 0.000 0.0000 0.0000 0.500 0.08 0.00 MSGID_HAS_NO_AT 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_JAVASCRIPT 0.000 0.0000 0.0000 0.500 0.08 0.00 BLANK_LINES_90_100 0.000 0.0000 0.0000 0.500 0.08 0.00 FOR_JUST_SOME_AMT 0.000 0.0000 0.0000 0.500 0.08 0.00 OPPORTUNITY_2 0.000 0.0000 0.0000 0.500 0.08 0.00 GREAT_OFFER 0.000 0.0000 0.0000 0.500 0.08 0.00 DATE_IN_PAST_24_48 0.000 0.0000 0.0000 0.500 0.08 0.00 SERIOUS_ONLY 0.000 0.0000 0.0000 0.500 0.08 0.00 UNSUB_PAGE 0.000 0.0000 0.0000 0.500 0.08 0.00 JAVASCRIPT_URI 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_FONT_LOW_CONTRAST 0.000 0.0000 0.0000 0.500 0.08 0.00 SUBJ_DOUBLE_YOUR 0.000 0.0000 0.0000 0.500 0.08 0.00 SATISFACTION 0.000 0.0000 0.0000 0.500 0.08 0.00 ONCE_IN_LIFETIME 0.000 0.0000 0.0000 0.500 0.08 0.00 SOME_BREAKTHROUGH 0.000 0.0000 0.0000 0.500 0.08 0.00 FREE_CELL_PHONE 0.000 0.0000 0.0000 0.500 0.08 0.00 IP_LINK_PLUS 0.000 0.0000 0.0000 0.500 0.08 0.00 MIME_BOUND_DIGITS_4 0.000 0.0000 0.0000 0.500 0.08 0.00 BETTERMEMORY 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_FONTCOLOR_CYAN 0.000 0.0000 0.0000 0.500 0.08 0.00 NO_MEDICAL 0.000 0.0000 0.0000 0.500 0.08 0.00 OUR_PUBLICATIONS 0.000 0.0000 0.0000 0.500 0.08 0.00 MIME_BOUND_TEP 0.000 0.0000 0.0000 0.500 0.08 0.00 X_MAIL_ID_PRESENT 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_BANG_HASH 0.000 0.0000 0.0000 0.500 0.08 0.00 NO_AGE 0.101 0.0875 0.1135 0.435 0.04 1.80 RATWARE_EMWAC 0.319 0.2363 0.3916 0.376 0.02 0.00 UNDISC_RECIPS 0.845 0.5301 1.1185 0.322 0.00 0.56 TONER Rule file versions for which these results apply: (SpamAssassin Version string: 2.60) -rw-r--r-- 1 tvd wheel 7140 Jun 24 22:44 10_misc.cf -rw-r--r-- 1 tvd wheel 1365 Apr 23 10:28 20_anti_ratware.cf -rw-r--r-- 1 tvd wheel 10517 Jun 12 18:01 20_body_tests.cf -rw-r--r-- 1 tvd wheel 1160 Jun 2 12:19 20_compensate.cf -rw-r--r-- 1 tvd wheel 11475 Jun 28 17:17 20_dnsbl_tests.cf -rw-r--r-- 1 tvd wheel 4037 Jun 16 10:38 20_fake_helo_tests.cf -rw-r--r-- 1 tvd wheel 37199 Jun 21 22:21 20_head_tests.cf -rw-r--r-- 1 tvd wheel 13260 Jul 3 13:25 20_html_tests.cf -rw-r--r-- 1 tvd wheel 11454 Jun 13 19:47 20_meta_tests.cf -rw-r--r-- 1 tvd wheel 44883 Jun 13 20:48 20_phrases.cf -rw-r--r-- 1 tvd wheel 5608 Jun 12 18:01 20_porn.cf -rw-r--r-- 1 tvd wheel 11959 Jun 18 14:04 20_ratware.cf -rwxr-xr-x 1 tvd wheel 6577 Jun 18 20:43 20_uri_tests.cf -rw-r--r-- 1 tvd wheel 2983 Jun 12 18:01 23_bayes.cf -rw-r--r-- 1 tvd wheel 8954 Mar 7 13:49 25_body_tests_es.cf -rw-r--r-- 1 tvd wheel 10974 Mar 7 13:49 25_body_tests_pl.cf -rw-r--r-- 1 tvd wheel 1102 Mar 7 13:49 25_head_tests_es.cf -rw-r--r-- 1 tvd wheel 971 Mar 7 13:49 25_head_tests_pl.cf -rw-r--r-- 1 tvd wheel 71197 Jul 5 21:31 30_text_de.cf -rw-r--r-- 1 tvd wheel 6210 Jun 13 18:12 30_text_es.cf -rw-r--r-- 1 tvd wheel 75383 Jun 21 22:21 30_text_fr.cf -rw-r--r-- 1 tvd wheel 20898 Jun 13 18:12 30_text_it.cf -rw-r--r-- 1 tvd wheel 5389 May 26 16:25 30_text_pl.cf -rw-r--r-- 1 tvd wheel 67134 Jun 21 22:21 30_text_sk.cf -rw-r--r-- 1 tvd wheel 40442 Aug 18 10:21 50_scores.cf -rw-r--r-- 1 tvd wheel 4582 Jun 10 18:52 60_whitelist.cf -rw-r--r-- 1 tvd wheel 47611 Jun 26 18:58 70_broken_rules.cf -rw-r--r-- 1 tvd wheel 1841 Jul 1 06:44 70_cvs_rules_under_test.cf -rw-r--r-- 1 tvd wheel 302 Jun 8 21:28 local.cf -rw-r--r-- 1 tvd wheel 4841 Mar 30 00:08 regression_tests.cf