STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 16785 30.50% (99.84% of non-spam corpus) # Correctly spam: 37347 67.87% (97.73% of spam corpus) # False positives: 27 0.05% (0.16% of nonspam, 3617 weighted) # False negatives: 869 1.58% (2.27% of spam, 2912 weighted) # TCR: 38.063745 SpamRecall: 97.726% SpamPrec: 99.928% FP: 0.05% FN: 1.58% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 350 0.64% (2.08% of non-spam corpus) # Correctly spam: 38216 69.45% (100.00% of spam corpus) # False positives: 16462 29.92% (97.92% of nonspam, 117770 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # TCR: 0.464294 SpamRecall: 100.000% SpamPrec: 69.893% FP: 29.92% FN: 0.00% # SUMMARY for threshold -3.0: # Correctly non-spam: 448 0.81% (2.66% of non-spam corpus) # Correctly spam: 38216 69.45% (100.00% of spam corpus) # False positives: 16364 29.74% (97.34% of nonspam, 125484 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # TCR: 0.467074 SpamRecall: 100.000% SpamPrec: 70.018% FP: 29.74% FN: 0.00% # SUMMARY for threshold -2.0: # Correctly non-spam: 472 0.86% (2.81% of non-spam corpus) # Correctly spam: 38216 69.45% (100.00% of spam corpus) # False positives: 16340 29.69% (97.19% of nonspam, 126900 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # TCR: 0.467760 SpamRecall: 100.000% SpamPrec: 70.049% FP: 29.69% FN: 0.00% # SUMMARY for threshold -1.0: # Correctly non-spam: 491 0.89% (2.92% of non-spam corpus) # Correctly spam: 38216 69.45% (100.00% of spam corpus) # False positives: 16321 29.66% (97.08% of nonspam, 127575 weighted) # False negatives: 0 0.00% (0.00% of spam, 0 weighted) # TCR: 0.468305 SpamRecall: 100.000% SpamPrec: 70.074% FP: 29.66% FN: 0.00% # SUMMARY for threshold 0.0: # Correctly non-spam: 507 0.92% (3.02% of non-spam corpus) # Correctly spam: 38215 69.45% (100.00% of spam corpus) # False positives: 16305 29.63% (96.98% of nonspam, 127692 weighted) # False negatives: 1 0.00% (0.00% of spam, -1 weighted) # TCR: 0.468758 SpamRecall: 99.997% SpamPrec: 70.094% FP: 29.63% FN: 0.00% # SUMMARY for threshold 1.0: # Correctly non-spam: 14675 26.67% (87.29% of non-spam corpus) # Correctly spam: 38149 69.33% (99.82% of spam corpus) # False positives: 2137 3.88% (12.71% of nonspam, 94111 weighted) # False negatives: 67 0.12% (0.18% of spam, 29 weighted) # TCR: 3.554315 SpamRecall: 99.825% SpamPrec: 94.695% FP: 3.88% FN: 0.12% # SUMMARY for threshold 2.0: # Correctly non-spam: 16062 29.19% (95.54% of non-spam corpus) # Correctly spam: 38072 69.19% (99.62% of spam corpus) # False positives: 750 1.36% (4.46% of nonspam, 51013 weighted) # False negatives: 144 0.26% (0.38% of spam, 147 weighted) # TCR: 9.814073 SpamRecall: 99.623% SpamPrec: 98.068% FP: 1.36% FN: 0.26% # SUMMARY for threshold 3.0: # Correctly non-spam: 16543 30.06% (98.40% of non-spam corpus) # Correctly spam: 37916 68.90% (99.21% of spam corpus) # False positives: 269 0.49% (1.60% of nonspam, 24353 weighted) # False negatives: 300 0.55% (0.79% of spam, 552 weighted) # TCR: 23.231611 SpamRecall: 99.215% SpamPrec: 99.296% FP: 0.49% FN: 0.55% # SUMMARY for threshold 4.0: # Correctly non-spam: 16712 30.37% (99.41% of non-spam corpus) # Correctly spam: 37685 68.48% (98.61% of spam corpus) # False positives: 100 0.18% (0.59% of nonspam, 11193 weighted) # False negatives: 531 0.96% (1.39% of spam, 1369 weighted) # TCR: 37.066925 SpamRecall: 98.611% SpamPrec: 99.735% FP: 0.18% FN: 0.96% # SUMMARY for threshold 4.5: # Correctly non-spam: 16746 30.43% (99.61% of non-spam corpus) # Correctly spam: 37532 68.21% (98.21% of spam corpus) # False positives: 66 0.12% (0.39% of nonspam, 7907 weighted) # False negatives: 684 1.24% (1.79% of spam, 2026 weighted) # TCR: 37.688363 SpamRecall: 98.210% SpamPrec: 99.824% FP: 0.12% FN: 1.24% # SUMMARY for threshold 5.5: # Correctly non-spam: 16797 30.52% (99.91% of non-spam corpus) # Correctly spam: 37128 67.47% (97.15% of spam corpus) # False positives: 15 0.03% (0.09% of nonspam, 2178 weighted) # False negatives: 1088 1.98% (2.85% of spam, 4061 weighted) # TCR: 32.859845 SpamRecall: 97.153% SpamPrec: 99.960% FP: 0.03% FN: 1.98% # SUMMARY for threshold 6.0: # Correctly non-spam: 16803 30.54% (99.95% of non-spam corpus) # Correctly spam: 36850 66.97% (96.43% of spam corpus) # False positives: 9 0.02% (0.05% of nonspam, 1409 weighted) # False negatives: 1366 2.48% (3.57% of spam, 5661 weighted) # TCR: 27.084337 SpamRecall: 96.426% SpamPrec: 99.976% FP: 0.02% FN: 2.48% # SUMMARY for threshold 6.5: # Correctly non-spam: 16808 30.54% (99.98% of non-spam corpus) # Correctly spam: 36511 66.35% (95.54% of spam corpus) # False positives: 4 0.01% (0.02% of nonspam, 714 weighted) # False negatives: 1705 3.10% (4.46% of spam, 7787 weighted) # TCR: 22.154203 SpamRecall: 95.539% SpamPrec: 99.989% FP: 0.01% FN: 3.10% # SUMMARY for threshold 7.0: # Correctly non-spam: 16809 30.55% (99.98% of non-spam corpus) # Correctly spam: 36136 65.67% (94.56% of spam corpus) # False positives: 3 0.01% (0.02% of nonspam, 557 weighted) # False negatives: 2080 3.78% (5.44% of spam, 10323 weighted) # TCR: 18.241527 SpamRecall: 94.557% SpamPrec: 99.992% FP: 0.01% FN: 3.78% # SUMMARY for threshold 8.0: # Correctly non-spam: 16810 30.55% (99.99% of non-spam corpus) # Correctly spam: 35234 64.03% (92.20% of spam corpus) # False positives: 2 0.00% (0.01% of nonspam, 382 weighted) # False negatives: 2982 5.42% (7.80% of spam, 17111 weighted) # TCR: 12.772727 SpamRecall: 92.197% SpamPrec: 99.994% FP: 0.00% FN: 5.42% # SUMMARY for threshold 9.0: # Correctly non-spam: 16812 30.55% (100.00% of non-spam corpus) # Correctly spam: 34266 62.27% (89.66% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 3950 7.18% (10.34% of spam, 25347 weighted) # TCR: 9.674937 SpamRecall: 89.664% SpamPrec: 100.000% FP: 0.00% FN: 7.18% # SUMMARY for threshold 10.0: # Correctly non-spam: 16812 30.55% (100.00% of non-spam corpus) # Correctly spam: 33193 60.32% (86.86% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 5023 9.13% (13.14% of spam, 35548 weighted) # TCR: 7.608202 SpamRecall: 86.856% SpamPrec: 100.000% FP: 0.00% FN: 9.13% # SUMMARY for threshold 12.0: # Correctly non-spam: 16812 30.55% (100.00% of non-spam corpus) # Correctly spam: 31005 56.34% (81.13% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 7211 13.10% (18.87% of spam, 59620 weighted) # TCR: 5.299681 SpamRecall: 81.131% SpamPrec: 100.000% FP: 0.00% FN: 13.10% # SUMMARY for threshold 15.0: # Correctly non-spam: 16812 30.55% (100.00% of non-spam corpus) # Correctly spam: 27689 50.32% (72.45% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 10527 19.13% (27.55% of spam, 104293 weighted) # TCR: 3.630284 SpamRecall: 72.454% SpamPrec: 100.000% FP: 0.00% FN: 19.13% # SUMMARY for threshold 17.0: # Correctly non-spam: 16812 30.55% (100.00% of non-spam corpus) # Correctly spam: 25426 46.21% (66.53% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 12790 23.24% (33.47% of spam, 140517 weighted) # TCR: 2.987959 SpamRecall: 66.532% SpamPrec: 100.000% FP: 0.00% FN: 23.24% # SUMMARY for threshold 20.0: # Correctly non-spam: 16812 30.55% (100.00% of non-spam corpus) # Correctly spam: 21843 39.69% (57.16% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 16373 29.75% (42.84% of spam, 206742 weighted) # TCR: 2.334087 SpamRecall: 57.157% SpamPrec: 100.000% FP: 0.00% FN: 29.75% 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 495260 343948 151312 0.694 0.00 0.00 (all messages) 100.000 69.4480 30.5520 0.694 0.00 0.00 (all messages as %) 47.918 68.8645 0.3033 0.996 1.00 1.55 RAZOR2_CF_RANGE_51_100 54.243 77.7344 0.8459 0.989 0.99 0.90 RAZOR2_CHECK 39.058 56.1503 0.2042 0.996 0.98 1.10 RCVD_IN_DSBL 31.969 45.9802 0.1209 0.997 0.97 1.10 RCVD_IN_SORBS_HTTP 24.972 35.9578 0.0007 1.000 0.97 4.40 DATE_SPAMWARE_Y2K 24.263 34.9271 0.0225 0.999 0.96 1.10 MIME_HTML_ONLY_MULTI 27.132 39.0053 0.1441 0.996 0.96 1.10 RCVD_IN_NJABL_PROXY 23.752 34.1549 0.1057 0.997 0.96 1.10 RCVD_IN_SORBS_MISC 28.928 41.4900 0.3741 0.991 0.95 1.15 MISSING_MIMEOLE 17.239 24.8148 0.0198 0.999 0.95 1.58 FORGED_MUA_OUTLOOK 15.868 22.8473 0.0040 1.000 0.95 4.30 RCVD_IN_OPM 16.470 23.7077 0.0165 0.999 0.95 1.10 FORGED_OUTLOOK_HTML 15.736 22.6499 0.0192 0.999 0.95 1.10 FORGED_OUTLOOK_TAGS 12.937 18.6272 0.0026 1.000 0.94 4.30 RCVD_IN_OPM_HTTP 10.065 14.4926 0.0007 1.000 0.94 4.30 RCVD_IN_OPM_HTTP_POST 51.368 72.9628 2.2801 0.970 0.94 0.10 MIME_HTML_ONLY 8.070 11.6201 0.0013 1.000 0.93 4.30 RCVD_IN_OPM_SOCKS 7.771 11.1898 0.0013 1.000 0.93 4.30 OBFUSCATING_COMMENT 8.724 12.5545 0.0165 0.999 0.93 3.08 USERPASS 7.485 10.7708 0.0172 0.998 0.93 2.24 HTML_IMAGE_ONLY_02 5.156 7.4238 0.0007 1.000 0.93 4.30 MSGID_OUTLOOK_INVALID 8.289 11.9204 0.0350 0.997 0.93 2.00 FROM_HAS_MIXED_NUMS3 2.908 4.1870 0.0000 1.000 0.92 4.30 EMAIL_ROT13 3.324 4.7850 0.0020 1.000 0.92 4.30 MONEY_BACK 6.901 9.9242 0.0304 0.997 0.92 1.81 DCC_CHECK 3.729 5.3674 0.0053 0.999 0.92 1.10 FROM_NUM_AT_WEBMAIL 2.298 3.3083 0.0000 1.000 0.92 4.30 MSGID_SPAM_ZEROES 2.248 3.2362 0.0000 1.000 0.92 4.30 REVERSE_AGING 2.054 2.9577 0.0000 1.000 0.92 4.30 FORGED_MUA_AOL_FROM 1.927 2.7745 0.0000 1.000 0.92 4.30 RATWARE_EGROUPS 1.854 2.6690 0.0000 1.000 0.92 4.30 FORGED_IMS_HTML 1.826 2.6298 0.0000 1.000 0.92 4.30 FORGED_THEBAT_HTML 1.776 2.5577 0.0000 1.000 0.92 4.30 FORGED_MUA_THEBAT_BOUN 2.438 3.5101 0.0020 0.999 0.92 2.36 ONLINE_PHARMACY 12.664 18.1711 0.1461 0.992 0.92 0.82 REMOVE_PAGE 1.541 2.2189 0.0000 1.000 0.92 4.30 RATWARE_OE_PI 1.851 2.6652 0.0007 1.000 0.92 4.30 CONSOLIDATE_DEBT 1.432 2.0614 0.0000 1.000 0.92 4.30 MSGID_SPAM_99X9XX99 1.677 2.4143 0.0007 1.000 0.92 4.30 SORTED_RECIPS 6.839 9.8308 0.0397 0.996 0.92 1.53 HTML_IMAGE_ONLY_04 2.466 3.5491 0.0033 0.999 0.92 4.24 IMPOTENCE 1.126 1.6212 0.0000 1.000 0.92 4.30 HEAD_ILLEGAL_CHARS 0.488 0.0000 1.5974 0.000 0.92 -4.30 HABEAS_SWE 1.104 1.5904 0.0000 1.000 0.92 4.30 RCVD_IN_OPM_WINGATE 1.074 1.5465 0.0000 1.000 0.92 4.30 RATWARE_HASH_DASH 1.064 1.5325 0.0000 1.000 0.92 4.30 WE_HONOR_ALL 1.056 1.5212 0.0000 1.000 0.92 4.30 WRINKLES 1.406 2.0239 0.0007 1.000 0.92 4.30 FORGED_IMS_TAGS 1.645 2.3678 0.0013 0.999 0.92 2.62 YAHOO_REDIR 0.869 1.2508 0.0000 1.000 0.92 4.30 RCVD_AM_PM 0.772 1.1115 0.0000 1.000 0.92 4.30 WITH_LC_SMTP 1.239 1.7834 0.0007 1.000 0.92 4.30 GENERIC_VIAGRA 0.716 1.0316 0.0000 1.000 0.92 4.30 FORGED_AOL_RCVD 3.903 5.6145 0.0132 0.998 0.92 1.10 RCVD_IN_SORBS_SMTP 1.174 1.6901 0.0007 1.000 0.92 4.30 CONFIRMED_FORGED 2.584 3.7180 0.0053 0.999 0.92 3.02 FORGED_RCVD_NET_HELO 3.675 5.2863 0.0119 0.998 0.92 2.40 HTTP_ESCAPED_HOST 0.510 0.7341 0.0000 1.000 0.92 2.80 REMOVE_POSTAL 0.500 0.7196 0.0000 1.000 0.92 2.80 NO_CREDIT_CHECK 1.398 2.0131 0.0013 0.999 0.92 4.30 RATWARE_RCVD_LC_ESMTP 6.468 9.2953 0.0403 0.996 0.92 1.10 MIME_BASE64_TEXT 0.473 0.6806 0.0000 1.000 0.92 2.80 SENT_IN_COMPLIANCE 0.430 0.6190 0.0000 1.000 0.92 2.80 X_LIST_UNSUBSCRIBE 1.033 1.4874 0.0007 1.000 0.92 4.30 FROM_ILLEGAL_CHARS 0.409 0.5896 0.0000 1.000 0.92 2.80 FORGED_YAHOO_RCVD_SMTP 0.400 0.5760 0.0000 1.000 0.92 2.80 COMPETE 0.399 0.5748 0.0000 1.000 0.92 2.80 OBSCURED_EMAIL 0.343 0.4946 0.0000 1.000 0.92 2.80 FORGED_RCVD_FROM_NUM 0.343 0.4940 0.0000 1.000 0.92 2.80 RATWARE_OE_MALFORMED 0.329 0.4742 0.0000 1.000 0.92 2.80 MULTI_FORGED 0.294 0.4236 0.0000 1.000 0.92 2.80 NEVER_ANOTHER 0.293 0.4213 0.0000 1.000 0.92 2.80 MIME_BOUND_RKFINDY 0.292 0.4207 0.0000 1.000 0.92 2.80 USERNAME_IN_SUBJECT 0.292 0.4201 0.0000 1.000 0.92 2.80 HTML_FORMACTION_MAILTO 0.289 0.4163 0.0000 1.000 0.92 2.80 ORDER_REPORT 0.277 0.3992 0.0000 1.000 0.92 2.80 COPY_ACCURATELY 0.276 0.3977 0.0000 1.000 0.92 2.80 INVALUABLE_MARKETING 0.275 0.3957 0.0000 1.000 0.92 2.80 BANG_QUOTE 0.273 0.3937 0.0000 1.000 0.92 2.80 FAKE_HELO_EXCITE 0.267 0.3844 0.0000 1.000 0.92 2.80 JODY 0.266 0.3829 0.0000 1.000 0.92 2.80 FAKE_HELO_LYCOS 0.260 0.3739 0.0000 1.000 0.92 2.80 USE_IDENTITY 0.252 0.3634 0.0000 1.000 0.92 2.80 YOU_CAN_SEARCH 0.226 0.3250 0.0000 1.000 0.92 2.80 DIG_UP_INFO 0.917 1.3208 0.0007 0.999 0.92 3.93 FROM_OFFERS 0.223 0.3204 0.0000 1.000 0.92 2.80 HARDCORE_PORN 0.211 0.3035 0.0000 1.000 0.92 2.80 NUMERIC_HTTP_ADDR 0.209 0.3012 0.0000 1.000 0.92 2.80 RATWARE_JPFREE 0.208 0.2998 0.0000 1.000 0.92 2.80 MSGID_SPAM_6LETTER 0.207 0.2977 0.0000 1.000 0.92 2.80 RATWARE_EXISCAN_FORGED 0.200 0.2881 0.0000 1.000 0.92 2.80 URI_BANNEDCD 0.195 0.2806 0.0000 1.000 0.92 2.80 X_ORIG_HOST 0.170 0.2454 0.0000 1.000 0.92 2.80 RATWARE_BAD_REFS 0.159 0.2291 0.0000 1.000 0.92 2.80 HIDDEN_ASSETS 0.149 0.2143 0.0000 1.000 0.92 2.80 EXCUSE_23 0.128 0.1837 0.0000 1.000 0.92 2.80 RECEIVED_CACHEFLOW 0.120 0.1733 0.0000 1.000 0.92 2.80 MIME_ODD_CASE 0.118 0.1695 0.0000 1.000 0.92 2.80 FORGED_JUNO_FROM 0.113 0.1625 0.0000 1.000 0.92 2.80 FORGED_MX_HOTMAIL 0.112 0.1611 0.0000 1.000 0.92 2.80 RCVD_6_CAPS_ESMTP_ID 0.111 0.1593 0.0000 1.000 0.92 2.80 EXCUSE_22 0.102 0.1474 0.0000 1.000 0.92 2.80 NOT_INTENDED 0.101 0.1448 0.0000 1.000 0.92 2.80 NIGERIAN_SUBJECT2 0.099 0.1428 0.0000 1.000 0.92 2.80 WALAA 0.095 0.1366 0.0000 1.000 0.92 2.80 URI_PXLG 0.094 0.1355 0.0000 1.000 0.92 2.80 READ_TO_END 0.091 0.1314 0.0000 1.000 0.92 2.80 MIME_BOUND_OPTIN 0.091 0.1305 0.0000 1.000 0.92 2.80 MEGA_SITE 0.089 0.1285 0.0000 1.000 0.92 2.80 X_PRI_MISMATCH_HI 0.089 0.1282 0.0000 1.000 0.92 2.80 FROM_HAS_MIXED_NUMS2 0.089 0.1279 0.0000 1.000 0.92 2.80 MIME_BOUND_MAIL_BOUND 0.085 0.1227 0.0000 1.000 0.92 2.80 VIAGRA_COMBO 0.083 0.1189 0.0000 1.000 0.92 2.80 BTAMAIL_URL 0.081 0.1172 0.0000 1.000 0.92 2.80 RATWARE_X_SCANNER 0.076 0.1090 0.0000 1.000 0.92 2.80 UCE_MAIL_ACT 0.074 0.1061 0.0000 1.000 0.92 2.80 AMATEUR_PORN 0.070 0.1012 0.0000 1.000 0.92 2.80 HTML_COMMENT_SKY 0.070 0.1006 0.0000 1.000 0.92 2.80 FAKE_HELO_JUNO 0.069 0.1000 0.0000 1.000 0.92 2.80 X_PRECEDENCE_REF 0.068 0.0986 0.0000 1.000 0.92 2.80 FAKE_HELO_USA_NET 0.065 0.0939 0.0000 1.000 0.92 2.80 NOT_ADVISOR 0.064 0.0927 0.0000 1.000 0.92 2.80 STOP_SNORING 0.064 0.0916 0.0000 1.000 0.92 2.80 MORTGAGE_LINKS 0.063 0.0907 0.0000 1.000 0.92 2.80 X_ENC_PRESENT 0.062 0.0895 0.0000 1.000 0.92 2.80 SERIOUS_CASH 0.058 0.0837 0.0000 1.000 0.92 2.80 VERY_SUSP_RECIPS 0.057 0.0823 0.0000 1.000 0.92 2.80 FAKE_HELO_BIGFOOT 0.053 0.0759 0.0000 1.000 0.92 2.80 RECEIVE_EMAIL 0.052 0.0750 0.0000 1.000 0.92 2.80 ID_UNIQUE 0.045 0.0645 0.0000 1.000 0.92 2.80 X_X_PRESENT 0.044 0.0631 0.0000 1.000 0.92 2.80 OUR_STRICT_ANTI 0.044 0.0631 0.0000 1.000 0.92 2.80 RATWARE_JIXING 0.043 0.0625 0.0000 1.000 0.92 2.80 EXCUSE_21 0.043 0.0619 0.0000 1.000 0.92 2.80 RATWARE_MMAILER 0.043 0.0616 0.0000 1.000 0.92 2.80 NIGERIAN_BODY_GOVT_3 0.041 0.0584 0.0000 1.000 0.92 2.80 OUR_AFFILIATE_PARTNERS 0.039 0.0558 0.0000 1.000 0.92 2.80 MSGID_4NUMS_DOLLAR 0.039 0.0558 0.0000 1.000 0.92 2.80 NONEXISTENT_CHARSET 0.038 0.0550 0.0000 1.000 0.92 2.80 TO_TXT 0.037 0.0526 0.0000 1.000 0.92 2.80 FURTHER_TRANSMISSIONS 0.035 0.0497 0.0000 1.000 0.92 2.80 FREE_INVESTMENT 0.034 0.0491 0.0000 1.000 0.92 2.80 MAIL_IN_ORDER_FORM 0.034 0.0486 0.0000 1.000 0.92 2.80 URI_DOLLARMACHINE 0.033 0.0471 0.0000 1.000 0.92 2.80 FAKE_HELO_EMAIL_COM 0.033 0.0471 0.0000 1.000 0.92 2.80 FORGED_MUA_APPLEMAIL 0.032 0.0459 0.0000 1.000 0.92 2.80 FORGED_GW05_RCVD 0.031 0.0445 0.0000 1.000 0.92 2.80 RATWARE_XMAILER 0.030 0.0427 0.0000 1.000 0.92 2.80 JAPANESE_UCE_SUBJECT 0.029 0.0424 0.0000 1.000 0.92 2.80 RCVD_IN_SORBS_WEB 0.028 0.0404 0.0000 1.000 0.92 2.80 PORN_MEMBERSHIP 0.026 0.0372 0.0000 1.000 0.92 2.80 ANTISPAM_BILL 0.024 0.0346 0.0000 1.000 0.92 2.80 X_PMFLAGS_PRESENT 0.023 0.0331 0.0000 1.000 0.92 2.80 DAILY_PL 0.023 0.0331 0.0000 1.000 0.92 2.80 MDAEMON_2_7_4 0.022 0.0314 0.0000 1.000 0.92 2.80 RATWARE_EMPTY_HELO 0.022 0.0311 0.0000 1.000 0.92 2.80 LESBIAN 0.021 0.0302 0.0000 1.000 0.92 2.80 FAKE_HELO_EUDORAMAIL 0.021 0.0302 0.0000 1.000 0.92 2.80 URI_FREEHT 0.021 0.0302 0.0000 1.000 0.92 2.80 LOTS_OF_CC_LINES 0.021 0.0299 0.0000 1.000 0.92 2.80 PORN_6 0.020 0.0285 0.0000 1.000 0.92 2.80 RESISTANCE_IS_FUTILE 0.020 0.0285 0.0000 1.000 0.92 2.80 WE_HATE_SPAM 0.019 0.0273 0.0000 1.000 0.92 2.80 HR_3113 0.019 0.0273 0.0000 1.000 0.92 2.80 NATURAL_VIAGRA 0.018 0.0262 0.0000 1.000 0.92 2.80 X_MAIL_ID_PRESENT 0.018 0.0256 0.0000 1.000 0.92 2.80 FAKED_IP_IN_RCVD 0.017 0.0244 0.0000 1.000 0.92 2.80 NO_CATCH 0.016 0.0227 0.0000 1.000 0.92 2.80 FORGED_TELESP_RCVD 0.015 0.0221 0.0000 1.000 0.92 2.80 FAKE_HELO_CARAMAIL 0.015 0.0212 0.0000 1.000 0.92 2.80 RCVD_IN_OPM_ROUTER 0.014 0.0201 0.0000 1.000 0.92 2.80 X_VMP_TEXT 0.014 0.0195 0.0000 1.000 0.92 2.80 X_SERV_HOST_PRESENT 0.013 0.0189 0.0000 1.000 0.92 2.80 RATWARE_EVAMAIL 0.013 0.0186 0.0000 1.000 0.92 2.80 RATWARE_SCREWUP_1 0.012 0.0174 0.0000 1.000 0.92 2.80 NO_INVESTMENT 0.012 0.0174 0.0000 1.000 0.92 2.80 VERB_UP_TO_OR_MORES 0.012 0.0166 0.0000 1.000 0.92 2.80 CREDITORS_CALLING 0.012 0.0166 0.0000 1.000 0.92 2.80 SUBJ_FREE_INSTANT 0.011 0.0157 0.0000 1.000 0.92 2.80 MSGID_SPAM_1 0.010 0.0151 0.0000 1.000 0.92 2.80 RATWARE_CARETOP 0.010 0.0148 0.0000 1.000 0.92 2.80 KIFF 0.010 0.0148 0.0000 1.000 0.92 2.80 MARKUP_RAND 0.010 0.0142 0.0000 1.000 0.92 2.80 RATWARE_DIRECT_EMAIL 0.010 0.0140 0.0000 1.000 0.92 2.80 FAKE_HELO_MAILCITY 0.009 0.0131 0.0000 1.000 0.92 0.00 DATE_YEAR_ZERO_FIRST 0.009 0.0125 0.0000 1.000 0.92 0.00 EJACULATION 0.009 0.0125 0.0000 1.000 0.92 0.00 HR_4176 0.008 0.0122 0.0000 1.000 0.92 0.00 STRONG_BUY 0.008 0.0119 0.0000 1.000 0.92 0.00 X_MIME_KEY 0.008 0.0119 0.0000 1.000 0.92 0.00 FRIEND_AT_PUBLIC 0.008 0.0116 0.0000 1.000 0.92 0.00 THIS_IS_AN_AD 0.008 0.0116 0.0000 1.000 0.92 0.00 NIGERIAN_SUBJECT6 0.008 0.0113 0.0000 1.000 0.92 0.00 RECEIVED_IDENT_SQUID 0.007 0.0108 0.0000 1.000 0.92 0.00 X_STORMPOST_TO 0.007 0.0108 0.0000 1.000 0.92 0.00 RATWARE_STORM 0.007 0.0105 0.0000 1.000 0.92 0.00 SAFEGUARD_NOTICE 0.007 0.0102 0.0000 1.000 0.92 0.00 OUR_PRIVACY_POLICY 0.007 0.0102 0.0000 1.000 0.92 0.00 NO_AGE 0.007 0.0102 0.0000 1.000 0.92 0.00 IDENT_NOBODY 0.007 0.0099 0.0000 1.000 0.92 0.00 SUBJ_HAS_TIME_ID 0.007 0.0099 0.0000 1.000 0.92 0.00 TRACE_BY_SSN 0.007 0.0096 0.0000 1.000 0.92 0.00 MURKOWSKI_CRUFT 0.006 0.0090 0.0000 1.000 0.92 0.00 RATWARE_GR 0.005 0.0076 0.0000 1.000 0.92 0.00 MSGID_3_DOLLARS 0.005 0.0073 0.0000 1.000 0.92 0.00 RATWARE_VC_IPA 0.005 0.0070 0.0000 1.000 0.92 0.00 FORGED_MUA_MSN 0.004 0.0064 0.0000 1.000 0.92 0.00 MORE_TRAFFIC 0.004 0.0064 0.0000 1.000 0.92 0.00 CREDIT_BUREAU 0.004 0.0052 0.0000 1.000 0.92 0.00 EXCUSE_8 0.004 0.0052 0.0000 1.000 0.92 0.00 FRIEND_PUBLIC 0.003 0.0049 0.0000 1.000 0.92 0.00 COMPLAIN_TO 0.003 0.0049 0.0000 1.000 0.92 0.00 OVERWHELMING_GROWTH 0.003 0.0044 0.0000 1.000 0.92 0.00 MICRO_CAP_WARNING 0.003 0.0041 0.0000 1.000 0.92 0.00 TO_FILENAME 0.003 0.0041 0.0000 1.000 0.92 0.00 FALLING_INTEREST 0.003 0.0038 0.0000 1.000 0.92 0.00 RATWARE_DIFFOND 0.002 0.0035 0.0000 1.000 0.92 0.00 INTL_DRIVERS_LICENSE 0.002 0.0035 0.0000 1.000 0.92 0.00 CHANGE_TERMS 0.002 0.0032 0.0000 1.000 0.92 0.00 BTAMAIL_HEADER 0.002 0.0032 0.0000 1.000 0.92 0.00 AZOOGLE 0.002 0.0029 0.0000 1.000 0.92 0.00 PENNIES_A_DAY 0.002 0.0026 0.0000 1.000 0.92 0.00 ONLINE_BIZ_OPS 0.002 0.0023 0.0000 1.000 0.92 0.00 PORN_PASSWORD 0.002 0.0023 0.0000 1.000 0.92 0.00 TO_INVESTORS 0.002 0.0023 0.0000 1.000 0.92 0.00 VAR_REF_IN_RECEIVED 0.001 0.0020 0.0000 1.000 0.92 0.00 MIME_BOUND_HASHES 0.001 0.0017 0.0000 1.000 0.92 0.00 INCREDIBLE 0.001 0.0015 0.0000 1.000 0.92 0.00 BUY_JUDGEMENTS 0.001 0.0015 0.0000 1.000 0.92 0.00 NO_MEDICAL 0.001 0.0015 0.0000 1.000 0.92 0.00 RCVD_IN_NJABL_MULTI 0.001 0.0012 0.0000 1.000 0.92 0.00 X_MAILER_GIBBERISH 0.001 0.0012 0.0000 1.000 0.92 0.00 PORN_GALLERIES 0.001 0.0012 0.0000 1.000 0.92 0.00 EXCUSE_20 0.001 0.0012 0.0000 1.000 0.92 0.00 S_1618 0.001 0.0012 0.0000 1.000 0.92 0.00 WEALTH 0.001 0.0009 0.0000 1.000 0.92 0.00 NO_SELLING 0.000 0.0006 0.0000 1.000 0.92 0.00 MORTGAGE_WAITING 0.000 0.0006 0.0000 1.000 0.92 0.00 SPAM_FORM_RETURN 0.000 0.0006 0.0000 1.000 0.92 0.00 RATWARE_LC_OUTLOOK 0.000 0.0003 0.0000 1.000 0.92 0.00 TO_RECIP_MARKER 0.000 0.0003 0.0000 1.000 0.92 0.00 CHINA_URL 0.000 0.0003 0.0000 1.000 0.92 0.00 EASY_TERMS 0.000 0.0003 0.0000 1.000 0.92 1000.00 GTUBE 0.000 0.0003 0.0000 1.000 0.92 0.00 EXCUSE_2 0.000 0.0003 0.0000 1.000 0.92 0.00 SUBJ_RIPPED 4.642 6.6746 0.0225 0.997 0.92 3.31 MSGID_FROM_MTA_SHORT 2.343 3.3709 0.0059 0.998 0.92 2.65 SUBJ_ILLEGAL_CHARS 2.566 3.6910 0.0073 0.998 0.92 1.10 GUARANTEED_100_PERCENT 2.149 3.0923 0.0053 0.998 0.92 2.00 HG_HORMONE 1.731 2.4911 0.0040 0.998 0.92 1.74 INVALID_DATE_TZ_ABSURD 0.572 0.8234 0.0007 0.999 0.92 1.08 RAVAGESOFAGING 1.942 2.7940 0.0053 0.998 0.92 3.20 FORGED_MUA_THEBAT 1.931 2.7783 0.0053 0.998 0.92 1.83 FORGED_AOL_HTML 1.015 1.4610 0.0020 0.999 0.92 2.16 BANG_OPRAH 2.564 3.6883 0.0093 0.997 0.92 1.11 RECEIVE_OFFER 0.449 0.6463 0.0007 0.999 0.92 1.52 RATWARE_STORM_URI 0.447 0.6437 0.0007 0.999 0.92 1.01 NIGERIAN_BODY3 0.444 0.6388 0.0007 0.999 0.92 2.09 FINANCIAL 3.114 4.4777 0.0139 0.997 0.91 1.16 MIME_HTML_MOSTLY 4.072 5.8535 0.0225 0.996 0.91 1.10 MIME_BASE64_LATIN 0.621 0.8932 0.0013 0.999 0.91 0.72 NIGERIAN_BODY2 1.494 2.1486 0.0046 0.998 0.91 3.53 FAKE_HELO_MAIL_COM 0.812 1.1679 0.0020 0.998 0.91 3.72 THE_BEST_RATE 1.459 2.0989 0.0046 0.998 0.91 2.15 GUARANTEE 0.574 0.8263 0.0013 0.998 0.91 2.69 FAKED_UNDISC_RECIPS 1.132 1.6287 0.0033 0.998 0.91 3.31 LOSEBODYFAT 1.432 2.0596 0.0046 0.998 0.91 1.52 MORTGAGE_BEST 3.153 4.5335 0.0159 0.997 0.91 1.10 BANG_GUARANTEE 1.131 1.6273 0.0033 0.998 0.91 1.10 VIAGRA_ONLINE 0.315 0.4536 0.0007 0.999 0.91 0.72 NIGERIAN_BODY4 1.390 2.0000 0.0046 0.998 0.91 2.82 SUBJ_VIAGRA 31.120 44.3282 1.0971 0.976 0.91 0.72 MIME_HTML_NO_CHARSET 0.282 0.4065 0.0007 0.998 0.91 2.80 MIME_BOUND_MANY_HEX 0.485 0.6975 0.0013 0.998 0.91 2.80 BZ_TLD 13.536 19.3916 0.2240 0.989 0.91 0.45 HTML_FONT_INVISIBLE 0.254 0.3660 0.0007 0.998 0.91 1.40 EXCUSE_24 1.962 2.8211 0.0086 0.997 0.91 3.53 TRACKER_ID 0.247 0.3550 0.0007 0.998 0.91 0.81 NOT_MLM 1.986 2.8557 0.0093 0.997 0.91 1.10 FORGED_MUA_IMS 1.563 2.2477 0.0066 0.997 0.91 1.89 VIAGRA 0.883 1.2694 0.0033 0.997 0.91 1.86 INCREASE_SEX 4.001 5.7480 0.0284 0.995 0.91 1.63 FRONTPAGE 2.279 3.2764 0.0126 0.996 0.91 1.22 BANG_EXERCISE 0.527 0.7583 0.0020 0.997 0.91 2.80 LOSE_POUNDS 7.350 10.5475 0.0806 0.992 0.91 0.50 HTML_LINK_CLICK_CAPS 0.180 0.2588 0.0007 0.997 0.91 1.52 FORGED_QUALCOMM_TAGS 1.104 1.5877 0.0053 0.997 0.91 2.96 ROUND_THE_WORLD_LOCAL 1.066 1.5325 0.0053 0.997 0.91 1.10 CLICK_TO_REMOVE_1 0.710 1.0208 0.0033 0.997 0.91 1.56 NIGERIAN_BODY1 0.560 0.8054 0.0026 0.997 0.91 2.80 FREE_QUOTE 0.787 1.1316 0.0040 0.997 0.91 1.10 WHILE_YOU_SLEEP 2.751 3.9518 0.0205 0.995 0.91 1.10 PENIS_ENLARGE 2.625 3.7712 0.0198 0.995 0.91 1.87 AS_SEEN_ON 1.540 2.2131 0.0099 0.996 0.91 1.10 REMOVE_REMOVAL_1WORD 0.130 0.1869 0.0007 0.996 0.91 2.80 APPLY_FREE 0.370 0.5323 0.0020 0.996 0.91 2.13 FREE_QUOTE_INSTANT 0.584 0.8394 0.0033 0.996 0.91 0.70 SUBJ_YOUR_DEBT 2.024 2.9080 0.0145 0.995 0.91 1.91 FORGED_MUA_EUDORA 5.123 7.3529 0.0535 0.993 0.91 1.72 HTML_MIME_NO_HTML_TAG 0.246 0.3530 0.0013 0.996 0.91 2.80 CUM_SHOT 6.820 9.7840 0.0839 0.991 0.91 2.83 DATE_IN_FUTURE_03_06 0.121 0.1736 0.0007 0.996 0.91 2.80 CHINA_HEADER 1.141 1.6392 0.0079 0.995 0.91 1.10 MORTGAGE_RATES 1.789 2.5699 0.0139 0.995 0.91 1.32 ALL_NATURAL 0.110 0.1582 0.0007 0.996 0.91 2.80 SUBJ_YOUR_FAMILY 0.927 1.3325 0.0066 0.995 0.91 2.37 URI_OFFERS 12.520 17.9202 0.2439 0.987 0.91 1.27 RCVD_IN_SBL 0.396 0.5696 0.0026 0.995 0.91 2.40 FREE_PORN 0.793 1.1385 0.0059 0.995 0.90 1.99 FREE_GRANT 0.096 0.1381 0.0007 0.995 0.90 2.14 PORN_15 2.062 2.9600 0.0192 0.994 0.90 0.50 REMOVE_REMOVAL_2WORD 8.668 12.4184 0.1421 0.989 0.90 0.57 CLICK_BELOW_CAPS 2.558 3.6726 0.0258 0.993 0.90 0.50 EXCUSE_19 2.127 3.0537 0.0205 0.993 0.90 0.50 HTML_LINK_PUSH_HERE 0.578 0.8298 0.0046 0.994 0.90 2.06 FROM_WEBMAIL_END_NUMS6 0.174 0.2500 0.0013 0.995 0.90 1.88 FAKE_HELO_MSN 0.173 0.2480 0.0013 0.995 0.90 2.41 SUBJ_GUARANTEED 4.707 6.7522 0.0588 0.991 0.90 1.90 MIME_HEADER_CTYPE_ONLY 4.780 6.8554 0.0608 0.991 0.90 0.50 X_MSMAIL_PRIORITY_HIGH 4.855 6.9630 0.0628 0.991 0.90 0.97 SUBJ_HAS_SPACES 1.027 1.4749 0.0093 0.994 0.90 0.57 HAIR_LOSS 0.385 0.5527 0.0033 0.994 0.90 1.58 ADVERT_CODE 2.501 3.5886 0.0271 0.993 0.90 1.95 DATE_IN_FUTURE_12_24 0.077 0.1102 0.0007 0.994 0.90 2.42 FREE_WEBSITE 0.075 0.1079 0.0007 0.994 0.90 2.80 FORGED_EUDORAMAIL_RCVD 1.783 2.5591 0.0192 0.993 0.90 0.53 RCVD_IN_NJABL_DIALUP 1.816 2.6059 0.0198 0.992 0.90 1.32 MAILTO_SUBJ_REMOVE 1.618 2.3224 0.0178 0.992 0.90 1.35 RCVD_FAKE_HELO_DOTCOM 3.212 4.6068 0.0410 0.991 0.90 0.59 PENIS_ENLARGE2 1.161 1.6665 0.0126 0.993 0.90 2.95 NO_RDNS_DOTCOM_HELO 0.134 0.1928 0.0013 0.993 0.90 1.64 EXCUSE_13 0.388 0.5576 0.0040 0.993 0.90 0.87 MILLION_USD 3.177 4.5565 0.0423 0.991 0.90 1.71 HTML_IMAGE_ONLY_06 0.359 0.0087 1.1546 0.007 0.90 -4.30 RCVD_IN_BSP_TRUSTED 0.255 0.3660 0.0026 0.993 0.90 2.42 URI_HITBOX 0.250 0.3591 0.0026 0.993 0.90 2.22 EXCUSE_4 0.121 0.1742 0.0013 0.992 0.90 1.37 PREST_NON_ACCREDITED 1.544 2.2149 0.0192 0.991 0.90 1.32 GAPPY_SUBJECT 1.106 1.5863 0.0132 0.992 0.90 0.50 EXCUSE_REMOVE 0.060 0.0855 0.0007 0.992 0.90 1.77 MSGID_FROM_MTA_BACKUP 0.881 1.2636 0.0106 0.992 0.90 0.50 HTML_SHOUTING9 1.868 2.6795 0.0245 0.991 0.90 0.74 COMPLETELY_FREE 0.059 0.0849 0.0007 0.992 0.90 2.08 FREE_PASSWORD 0.224 0.3210 0.0026 0.992 0.90 0.00 HTTP_ENTITIES_HOST 0.270 0.3876 0.0033 0.992 0.89 0.89 BE_BOSS 0.425 0.6091 0.0053 0.991 0.89 2.45 RATWARE_HASH_2_V2 0.159 0.2279 0.0020 0.991 0.89 2.30 UNSECURED_CREDIT 0.841 1.2060 0.0112 0.991 0.89 2.23 MLM 0.745 1.0691 0.0099 0.991 0.89 3.83 KOREAN_UCE_SUBJECT 1.806 2.5893 0.0264 0.990 0.89 1.54 MORTGAGE_PITCH 2.796 4.0055 0.0449 0.989 0.89 0.16 BAD_CREDIT 2.504 3.5886 0.0397 0.989 0.89 0.70 HTML_TITLE_UNTITLED 0.197 0.2820 0.0026 0.991 0.89 2.06 SUBJECT_APPROVED 0.099 0.1416 0.0013 0.991 0.89 0.41 GET_STARTED_NOW 1.081 1.5491 0.0159 0.990 0.89 3.00 SUSPICIOUS_RECIPS 6.056 8.6667 0.1216 0.986 0.89 0.00 DIET 0.645 0.9246 0.0093 0.990 0.89 0.60 SOME_BREAKTHROUGH 0.277 0.3974 0.0040 0.990 0.89 2.56 SAVE_THOUSANDS 0.082 0.0026 0.2630 0.010 0.89 -0.10 RCVD_IN_BSP_OTHER 0.273 0.3916 0.0040 0.990 0.89 1.98 MUST_BE_18 0.224 0.3213 0.0033 0.990 0.89 1.36 REFINANCE_NOW 0.311 0.4463 0.0046 0.990 0.89 0.53 BANG_BOSS 0.044 0.0634 0.0007 0.990 0.89 0.59 COMPARE_RATES 0.382 0.5480 0.0059 0.989 0.89 2.80 DATE_IN_FUTURE_24_48 0.043 0.0622 0.0007 0.989 0.89 2.80 DAILY_PXE 0.664 0.9516 0.0106 0.989 0.89 2.63 FAKED_HOTMAIL_DAV 5.161 7.3837 0.1071 0.986 0.89 1.95 DATE_IN_FUTURE_06_12 0.573 0.8216 0.0093 0.989 0.89 0.28 BETTERMEMORY 0.330 0.4730 0.0053 0.989 0.89 1.24 RATWARE_HASH_2 9.036 12.9098 0.2320 0.982 0.89 0.64 RCVD_IN_NJABL_SPAM 8.797 12.5688 0.2240 0.982 0.89 1.39 DNS_FROM_RFCI_DSN 1.535 2.1989 0.0271 0.988 0.89 0.82 HTML_COMMENT_SAVED_URL 6.602 9.4383 0.1540 0.984 0.89 0.00 MIME_BASE64_NO_NAME 0.240 0.3437 0.0040 0.989 0.89 0.00 HIDE_WIN_STATUS 0.121 0.1727 0.0020 0.989 0.89 1.17 FREE_CONSULTATION 0.239 0.3422 0.0040 0.989 0.89 2.80 BARGAIN_URL 0.233 0.3344 0.0040 0.988 0.89 0.00 FORGED_AOL_TAGS 6.020 8.6054 0.1447 0.983 0.88 0.52 X_PRIORITY_HIGH 0.614 0.8795 0.0112 0.987 0.88 2.12 EXCUSE_12 1.735 2.4829 0.0344 0.986 0.88 1.71 MARKETING_PARTNERS 0.323 0.4626 0.0059 0.987 0.88 1.56 MSGID_FROM_MTA_HOTMAIL 3.765 5.3840 0.0839 0.985 0.88 0.00 MIME_BASE64_BLANKS 3.120 4.4632 0.0674 0.985 0.88 0.21 SUBJ_HAS_UNIQ_ID 0.106 0.1515 0.0020 0.987 0.88 2.21 NO_DISAPPOINTMENT 4.015 5.7410 0.0932 0.984 0.88 0.70 HTML_TABLE_THICK_BORD 41.526 58.5996 2.7169 0.956 0.88 0.10 RCVD_IN_SORBS 2.024 2.8949 0.0436 0.985 0.88 1.17 BANG_MORE 0.202 0.2896 0.0040 0.986 0.88 2.30 ONE_TIME_MAILING 0.234 0.3346 0.0046 0.986 0.88 0.00 REFINANCE_YOUR_HOME 0.299 0.4286 0.0059 0.986 0.88 0.43 CABLE_CONVERTER 0.522 0.7475 0.0106 0.986 0.88 1.26 LOW_PAYMENT 0.551 0.7885 0.0112 0.986 0.88 1.88 FAKE_HELO_AOL 12.817 18.2647 0.4329 0.977 0.88 0.10 MISSING_OUTLOOK_NAME 0.288 0.4117 0.0059 0.986 0.88 0.00 LOSEWEIGHT 0.411 0.5882 0.0086 0.986 0.88 1.80 LIVE_PORN 0.684 0.9783 0.0145 0.985 0.88 2.80 FORGED_JUNO_RCVD 0.251 0.3591 0.0053 0.985 0.88 2.80 INITIAL_INVEST 0.210 0.2998 0.0046 0.985 0.88 0.32 BILL_1618 0.558 0.7987 0.0126 0.985 0.88 1.16 FROM_ALL_NUMS 2.626 3.7517 0.0667 0.983 0.88 0.00 REMOVE_FROM_LIST 3.327 4.7513 0.0879 0.982 0.87 0.00 HTML_COMMENT_SHOUTING 0.718 1.0263 0.0172 0.984 0.87 0.00 SATISFACTION 0.848 1.2121 0.0205 0.983 0.87 0.00 HTML_COMMENT_RATIO 0.113 0.1614 0.0026 0.984 0.87 1.13 FAKE_HELO_NETSCAPE_COM 0.324 0.4632 0.0079 0.983 0.87 0.45 SECTION_301 0.187 0.2666 0.0046 0.983 0.87 0.89 REPLY_TO_EMPTY 0.186 0.2652 0.0046 0.983 0.87 0.00 HTML_SHOUTING6 1.185 1.6927 0.0311 0.982 0.87 0.00 FAKE_HELO_YAHOO 0.131 0.1875 0.0033 0.983 0.87 1.72 MIME_BASE64_ILLEGAL 5.988 8.5379 0.1903 0.978 0.87 0.78 BIZ_TLD 4.195 5.9852 0.1256 0.979 0.87 0.75 HTTP_EXCESSIVE_ESCAPES 2.098 2.9949 0.0588 0.981 0.87 2.70 FORGED_MUA_OIMO 0.125 0.1788 0.0033 0.982 0.87 2.70 NO_INVENTORY 0.146 0.2082 0.0040 0.981 0.87 2.54 FORGED_MUA_THEBAT_CS 0.193 0.2750 0.0053 0.981 0.87 2.40 HTML_SHOUTING7 0.167 0.2384 0.0046 0.981 0.87 1.66 SUBJ_LIFE_INSURANCE 0.945 1.3482 0.0271 0.980 0.87 0.64 DOMAIN_4U2 2.052 2.9272 0.0615 0.979 0.87 0.79 OPT_OUT_CAPS 0.139 0.1980 0.0040 0.980 0.86 0.25 UNDER_BILL_1618 0.162 0.2306 0.0046 0.980 0.86 0.53 ONE_TIME 0.161 0.2294 0.0046 0.980 0.86 2.39 SAVE_ON_INSURANCE 0.138 0.1963 0.0040 0.980 0.86 1.38 NASTY_GIRLS 0.046 0.0651 0.0013 0.980 0.86 1.58 CONFIDENTIAL_ORDER 4.487 6.3946 0.1520 0.977 0.86 0.00 HTML_IMAGE_RATIO_02 2.443 3.4840 0.0773 0.978 0.86 0.89 HTML_IMAGE_RATIO_04 0.225 0.3216 0.0066 0.980 0.86 1.17 GUARANTEED_STUFF 0.489 0.6984 0.0145 0.980 0.86 1.38 X_LIBRARY 0.023 0.0323 0.0007 0.980 0.86 2.33 LYING_EYES 0.022 0.0320 0.0007 0.980 0.86 1.76 CASH_BONUS 1.964 2.8004 0.0621 0.978 0.86 0.00 SUBJ_REMOVE 0.087 0.1239 0.0026 0.979 0.86 2.29 SUBJ_2_CREDIT 0.447 0.6373 0.0139 0.979 0.86 1.57 FROM_STARTS_WITH_NUMS 1.038 1.4807 0.0330 0.978 0.86 0.32 PYZOR_CHECK 0.043 0.0613 0.0013 0.979 0.86 1.25 STOCK_PICK 1.130 1.6104 0.0363 0.978 0.86 0.71 EXCUSE_15 28.599 40.3837 1.8102 0.957 0.86 0.10 HTML_FONT_BIG 17.143 24.2952 0.8849 0.965 0.86 0.30 FROM_HAS_MIXED_NUMS 0.381 0.5437 0.0126 0.977 0.86 1.58 CELL_PHONE_BOOST 0.121 0.1730 0.0040 0.978 0.86 0.02 CANNOT_BE_SPAM 0.237 0.3381 0.0079 0.977 0.86 0.00 CLICK_TO_REMOVE_2 0.174 0.2474 0.0059 0.977 0.85 2.29 MONEY_MAKING 1.480 2.1085 0.0529 0.976 0.85 0.07 SUBJ_FREE_CAP 7.985 11.3442 0.3496 0.970 0.85 0.20 OFFERS_ETC 0.132 0.1878 0.0046 0.976 0.85 1.34 URI_4YOU 3.143 4.4719 0.1209 0.974 0.85 2.55 RCVD_IN_DYNABLOCK 0.056 0.0802 0.0020 0.976 0.85 0.91 BANKRUPTCY 0.224 0.3192 0.0079 0.976 0.85 2.62 FREE_MEMBERSHIP 1.016 1.4461 0.0370 0.975 0.85 1.07 HTML_90_100 1.135 1.6159 0.0416 0.975 0.85 2.70 FORGED_MUA_MOZILLA 0.273 0.3893 0.0099 0.975 0.85 1.50 SUPPLIES_LIMITED 0.451 0.6425 0.0165 0.975 0.85 1.92 LOW_INTEREST 0.199 0.2832 0.0073 0.975 0.85 1.23 HTML_SHOUTING8 0.090 0.1279 0.0033 0.975 0.85 0.07 MEET_SINGLES 0.330 0.4701 0.0126 0.974 0.85 0.72 ADDR_NUMS_AT_BIGSITE 0.035 0.0497 0.0013 0.974 0.85 2.70 PRIZE 2.627 3.7352 0.1077 0.972 0.85 0.28 ORDER_NOW 1.464 2.0832 0.0582 0.973 0.85 0.00 HTML_TAG_BALANCE_HEAD 0.135 0.1925 0.0053 0.973 0.85 2.70 FREE_ACCESS 2.678 3.8067 0.1124 0.971 0.85 0.04 MAILTO_TO_REMOVE 0.117 0.1657 0.0046 0.973 0.84 0.00 APPLY_ONLINE 0.228 0.3239 0.0093 0.972 0.84 2.70 SUB_HELLO 41.161 57.6715 3.6322 0.941 0.84 0.10 RCVD_IN_NJABL 1.091 1.5497 0.0469 0.971 0.84 0.88 BANG_MONEY 0.226 0.3207 0.0099 0.970 0.84 0.00 CREDIT_CARD 0.075 0.1064 0.0033 0.970 0.84 2.52 ROUND_THE_WORLD 1.626 2.3085 0.0747 0.969 0.84 0.14 EXCUSE_10 0.379 0.5385 0.0172 0.969 0.84 1.14 REMOVE_REMOVAL_NEAR 1.081 1.5342 0.0502 0.968 0.83 0.00 HTML_FONTCOLOR_NAME 1.362 1.9326 0.0654 0.967 0.83 0.02 LIMITED_TIME_ONLY 0.042 0.0602 0.0020 0.968 0.83 0.88 PROMOTION 0.237 0.3370 0.0112 0.968 0.83 0.00 UPPERCASE_75_100 7.388 10.4565 0.4144 0.962 0.83 0.10 EXCUSE_3 0.967 1.3717 0.0476 0.966 0.83 0.48 SUB_FREE_OFFER 0.163 0.2317 0.0079 0.967 0.83 0.89 SUBJ_BUY 5.270 7.4616 0.2881 0.963 0.83 0.00 HTML_SHOUTING3 5.724 8.1033 0.3166 0.962 0.83 0.26 HTML_TAG_BALANCE_BODY 0.080 0.1140 0.0040 0.966 0.83 2.06 SELECTED_YOU 0.343 0.4858 0.0172 0.966 0.83 0.00 RATWARE_RCVD_BONUS_SPC 0.013 0.0186 0.0007 0.966 0.83 2.27 WANTS_CREDIT_CARD 0.193 0.2742 0.0099 0.965 0.82 1.60 OPPORTUNITY 5.383 7.6163 0.3080 0.961 0.82 0.41 HTML_TAG_BALANCE_HTML 0.051 0.0724 0.0026 0.965 0.82 1.56 EARNINGS 0.542 0.7684 0.0284 0.964 0.82 0.71 DO_IT_TODAY 23.504 33.0181 1.8769 0.946 0.82 0.10 HTML_LINK_CLICK_HERE 0.361 0.5108 0.0192 0.964 0.82 2.60 RCVD_IN_SORBS_ZOMBIE 0.137 0.1945 0.0073 0.964 0.82 1.27 TARGETED 0.454 0.6434 0.0245 0.963 0.82 2.00 NO_QS_ASKED 0.062 0.0872 0.0033 0.963 0.82 1.28 MSGID_NO_HOST 2.837 4.0140 0.1619 0.961 0.82 0.08 HTML_TAG_BALANCE_A 4.033 5.7017 0.2412 0.959 0.82 0.15 EXCUSE_14 11.326 15.9669 0.7779 0.954 0.82 0.10 HTML_70_80 0.971 1.3726 0.0568 0.960 0.81 0.27 TO_MALFORMED 1.205 1.7043 0.0714 0.960 0.81 0.31 HTML_SHOUTING4 2.545 3.5959 0.1546 0.959 0.81 0.84 HTML_IMAGE_ONLY_08 0.157 0.2224 0.0093 0.960 0.81 2.60 ACCEPT_CREDIT_CARDS 18.459 25.9263 1.4844 0.946 0.81 0.10 HTML_FONTCOLOR_RED 0.146 0.2058 0.0086 0.960 0.81 0.82 HTML_COMMENT_8BITS 0.022 0.0314 0.0013 0.960 0.81 2.12 WHY_PAY_MORE 4.413 6.2291 0.2855 0.956 0.81 0.59 HTML_WEB_BUGS 2.037 2.8775 0.1269 0.958 0.81 0.20 HTML_TAG_BALANCE_TABLE 0.066 0.0930 0.0040 0.959 0.81 2.60 SUBJ_AS_SEEN 4.108 5.7965 0.2683 0.956 0.81 0.00 HTML_FONTCOLOR_CYAN 3.284 4.6362 0.2115 0.956 0.81 1.10 NO_DNS_FOR_FROM 0.119 0.1680 0.0073 0.959 0.81 1.62 EXCUSE_6 0.713 1.0065 0.0443 0.958 0.81 0.00 HTML_FONT_LOW_CONTRAST 0.107 0.1518 0.0066 0.958 0.81 0.32 START_NOW_CAPS 0.267 0.3777 0.0165 0.958 0.81 0.80 URGENT_BIZ 0.457 0.6460 0.0284 0.958 0.81 0.40 SAVINGS 0.075 0.1058 0.0046 0.958 0.81 0.06 WE_HATE_SPAM2 6.294 8.8711 0.4362 0.953 0.81 0.56 RAZOR2_CF_RANGE_11_50 0.499 0.7045 0.0317 0.957 0.80 1.34 ACT_NOW_CAPS 2.185 3.0819 0.1447 0.955 0.80 0.00 EXCUSE_7 2.030 2.8624 0.1388 0.954 0.80 0.71 LOW_PRICE 0.020 0.0282 0.0013 0.955 0.80 1.78 NIGERIAN_SCAM_VIRTUE 2.855 4.0236 0.1996 0.953 0.80 0.10 HTML_FONTCOLOR_GREEN 1.011 1.4252 0.0687 0.954 0.80 2.18 FROM_HAS_ULINE_NUMS 0.039 0.0555 0.0026 0.955 0.80 0.00 DATE_IN_FUTURE_48_96 1.339 1.8866 0.0932 0.953 0.80 0.67 RISK_FREE 0.010 0.0137 0.0007 0.954 0.80 0.58 SUBJ_NOW_ONLY 0.086 0.1209 0.0059 0.953 0.79 0.18 CELEBRITY_PORN 6.024 8.4716 0.4613 0.948 0.79 0.00 OFFER 0.047 0.0657 0.0033 0.952 0.79 1.26 LONG_DISTANCE 1.201 1.6907 0.0872 0.951 0.79 0.32 HTML_IMAGE_RATIO_06 0.970 1.3662 0.0707 0.951 0.79 1.80 INVALID_MSGID 0.427 0.6010 0.0311 0.951 0.79 0.00 HTML_WIN_OPEN 0.064 0.0898 0.0046 0.951 0.79 2.60 BUGGY_CGI 0.027 0.0384 0.0020 0.951 0.79 2.23 SUBJ_DOUBLE_YOUR 0.736 1.0356 0.0542 0.950 0.79 0.28 LOTS_OF_STUFF 6.884 9.6669 0.5598 0.945 0.79 0.33 RCVD_NUMERIC_HELO 14.684 20.5566 1.3337 0.939 0.79 0.10 HTML_60_70 5.626 7.9015 0.4547 0.946 0.79 0.00 HTML_FONTCOLOR_YELLOW 0.044 0.0616 0.0033 0.949 0.78 2.60 PAY_SITE 0.312 0.4390 0.0238 0.949 0.78 2.02 HEADER_COUNT_CTYPE 0.258 0.3626 0.0198 0.948 0.78 1.80 ADDR_FREE 0.060 0.0846 0.0046 0.948 0.78 0.01 PORN_16 2.080 2.9214 0.1665 0.946 0.78 1.94 WEIRD_PORT 0.202 0.2835 0.0159 0.947 0.78 2.05 SUBJ_YOUR_OWN 1.947 2.7344 0.1580 0.945 0.78 1.14 HTML_IMAGE_ONLY_10 0.100 0.1407 0.0079 0.947 0.78 0.00 BILLION_DOLLARS 6.461 9.0531 0.5697 0.941 0.78 0.10 HTML_TAG_EXISTS_TBODY 0.510 0.7161 0.0416 0.945 0.78 1.76 HTML_SHOUTING5 0.024 0.0343 0.0020 0.945 0.78 2.60 AMAZING_STUFF 8.071 11.2968 0.7375 0.939 0.77 0.21 NORMAL_HTTP_TO_IP 10.340 14.4563 0.9834 0.936 0.77 0.10 HTML_FONTCOLOR_UNKNOWN 0.285 0.3995 0.0238 0.944 0.77 0.08 THIS_AINT_SPAM 0.156 0.2189 0.0132 0.943 0.77 0.62 SUBJ_DOLLARS 1.076 1.5081 0.0932 0.942 0.77 0.67 ALL_CAP_PORN 3.073 4.3036 0.2756 0.940 0.77 0.00 FORGED_HOTMAIL_RCVD2 6.258 8.7519 0.5882 0.937 0.77 0.00 HTML_80_90 0.060 0.0837 0.0053 0.941 0.76 1.29 FROM_NO_USER 0.030 0.0419 0.0026 0.941 0.76 1.21 BARELY_LEGAL 0.030 0.0416 0.0026 0.940 0.76 0.12 PRINT_FORM_SIGNATURE 0.059 0.0823 0.0053 0.940 0.76 1.84 JOIN_MILLIONS 0.007 0.0102 0.0007 0.939 0.76 0.00 PURE_PROFIT 1.421 1.9884 0.1322 0.938 0.76 1.30 PORN_4 0.494 0.6908 0.0456 0.938 0.76 2.03 MIME_BOUND_DASH_DIGIT 0.698 0.9760 0.0648 0.938 0.76 0.69 REMOVAL_INSTRUCTIONS 7.486 10.4434 0.7627 0.932 0.76 0.10 HTML_FONTCOLOR_UNSAFE 63.787 86.9114 11.2238 0.886 0.76 0.00 HTML_MESSAGE 11.074 15.4265 1.1810 0.929 0.76 0.10 RCVD_IN_RFCI 1.717 2.4009 0.1639 0.936 0.76 0.00 EXTRA_MPART_TYPE 4.858 6.7813 0.4877 0.933 0.75 0.26 UPPERCASE_25_50 0.521 0.7286 0.0496 0.936 0.75 0.29 OPT_IN_CAPS 0.097 0.1361 0.0093 0.936 0.75 2.37 SEDUCTION 0.073 0.1023 0.0073 0.934 0.75 2.50 RICH 0.007 0.0093 0.0007 0.934 0.75 0.00 CBYI 0.272 0.3794 0.0271 0.933 0.75 2.40 OPT_HEADER 1.937 2.7019 0.1983 0.932 0.75 0.00 FORGED_HOTMAIL_RCVD 16.276 22.5653 1.9800 0.919 0.74 0.10 HTML_FONTCOLOR_BLUE 0.613 0.8554 0.0628 0.932 0.74 1.14 UPPERCASE_50_75 0.019 0.0270 0.0020 0.932 0.74 1.88 NIGERIAN_SUBJECT1 0.161 0.2245 0.0165 0.931 0.74 2.37 DATE_IN_FUTURE_96_XX 12.377 17.1779 1.4639 0.921 0.74 0.18 HTML_50_60 0.371 0.5169 0.0390 0.930 0.74 1.91 BEST_PORN 0.050 0.0704 0.0053 0.930 0.74 2.16 SECRET_RECORD 0.162 0.2256 0.0172 0.929 0.74 0.83 DONT_DELETE 0.105 0.1457 0.0112 0.928 0.73 1.17 BUY_DIRECT 1.868 2.5978 0.2075 0.926 0.73 0.20 HTML_FONT_FACE_BAD 1.917 2.6667 0.2135 0.926 0.73 0.00 HTML_FONTCOLOR_MAGENTA 0.018 0.0253 0.0020 0.927 0.73 1.86 FAKE_HELO_MAIL_RU 0.119 0.1660 0.0132 0.926 0.73 2.50 EXTRA_CASH 3.574 4.9641 0.4131 0.923 0.73 0.83 PRIORITY_NO_NAME 0.571 0.7943 0.0641 0.925 0.73 0.00 EARN_PER_WEEK 0.018 0.0247 0.0020 0.926 0.73 1.66 FREE_INSTALL 1.202 1.6709 0.1375 0.924 0.73 0.41 HTML_IMAGE_RATIO_08 0.018 0.0244 0.0020 0.925 0.73 1.47 FREE_LEADS 5.745 7.9689 0.6913 0.920 0.73 0.00 HTML_WITH_BGCOLOR 0.074 0.1026 0.0086 0.923 0.72 0.91 SUBJ_FOR_ONLY 1.543 2.1413 0.1824 0.922 0.72 0.03 HOT_NASTY 0.006 0.0079 0.0007 0.922 0.72 0.00 MANY_FROMS 1.588 2.2038 0.1890 0.921 0.72 1.25 NO_OBLIGATION 0.028 0.0390 0.0033 0.922 0.72 1.85 FREE_PREVIEW 7.366 10.1908 0.9437 0.915 0.72 0.48 FORGED_YAHOO_RCVD 3.185 4.4132 0.3945 0.918 0.72 1.31 RCVD_IN_NJABL_RELAY 0.094 0.1300 0.0112 0.920 0.72 0.00 DIRECT_EMAIL 0.022 0.0305 0.0026 0.920 0.72 1.44 FROM_AND_TO_SAME 0.055 0.0759 0.0066 0.920 0.71 2.40 STOCK_ALERT 1.013 1.4037 0.1242 0.919 0.71 0.00 CASHCASHCASH 2.221 3.0746 0.2809 0.916 0.71 0.00 HTML_TAG_BALANCE_FONT 0.664 0.9196 0.0839 0.916 0.71 0.10 SAVE_UP_TO 1.585 2.1939 0.2022 0.916 0.71 0.39 MANY_EXCLAMATIONS 0.094 0.1303 0.0119 0.916 0.71 2.40 DISGUISE_PORN 0.052 0.0724 0.0066 0.916 0.71 1.58 X_ESMTP 0.492 0.6803 0.0628 0.916 0.70 0.00 WHILE_SUPPLIES 0.047 0.0645 0.0059 0.916 0.70 1.23 OFFSHORE_SCAM 25.070 34.3215 4.0393 0.895 0.70 0.00 CLICK_BELOW 1.358 1.8773 0.1765 0.914 0.70 0.80 MIME_MISSING_BOUNDARY 6.993 9.6410 0.9728 0.908 0.70 0.68 DATE_IN_PAST_03_06 3.107 4.2911 0.4170 0.911 0.70 0.60 DATE_IN_PAST_06_12 0.076 0.1052 0.0099 0.914 0.70 0.99 YOUR_INCOME 0.256 0.3541 0.0337 0.913 0.70 0.28 HTML_EMBEDS 1.826 2.5196 0.2478 0.910 0.70 1.00 NO_COST 0.902 1.2450 0.1216 0.911 0.70 2.40 TO_HAS_SPACES 3.705 5.1095 0.5135 0.909 0.70 0.54 HTML_TITLE_EMPTY 1.173 1.6194 0.1593 0.910 0.69 1.24 DATE_IN_PAST_96_XX 6.868 9.4532 0.9907 0.905 0.69 0.47 HTML_40_50 0.945 1.3043 0.1289 0.910 0.69 0.49 HTML_IMAGE_RATIO_10 0.005 0.0067 0.0007 0.910 0.69 0.00 RATWARE_IMKTG 0.278 0.3841 0.0383 0.909 0.69 0.00 GET_PAID 0.267 0.3678 0.0370 0.909 0.69 0.29 BE_AMAZED 12.974 17.7908 2.0263 0.898 0.69 0.87 FROM_ENDS_IN_NUMS 0.019 0.0262 0.0026 0.908 0.69 1.30 MSGID_THREESIXSIX 0.009 0.0131 0.0013 0.908 0.69 0.00 SEX_FEST 0.362 0.4983 0.0522 0.905 0.68 0.15 EXCUSE_11 0.380 0.5225 0.0549 0.905 0.68 1.06 DEAR_FRIEND 2.942 4.0407 0.4448 0.901 0.68 0.00 IP_LINK_PLUS 0.267 0.3675 0.0397 0.903 0.68 0.00 HTML_IMAGE_AREA_04 0.067 0.0916 0.0099 0.902 0.67 2.30 BEEN_TURNED_DOWN 0.027 0.0366 0.0040 0.902 0.67 2.16 LUXURY_CAR 0.141 0.1933 0.0211 0.901 0.67 1.34 HTML_IMAGE_AREA_05 1.994 2.7368 0.3067 0.899 0.67 0.00 SAVE_MONEY 0.959 1.3159 0.1467 0.900 0.67 0.00 INSTANT_ACCESS 3.802 5.2075 0.6060 0.896 0.67 0.00 RCVD_IN_SORBS_SPAM 1.755 2.4041 0.2809 0.895 0.66 1.01 HTML_IMAGE_ONLY_12 2.582 3.5325 0.4210 0.894 0.66 0.00 INVALID_DATE 0.297 0.4073 0.0476 0.895 0.66 1.23 NO_EXPERIENCE 1.396 1.9096 0.2293 0.893 0.66 0.00 GREAT_OFFER 0.409 0.5603 0.0667 0.894 0.66 1.16 DEAR_SOMETHING 0.101 0.1381 0.0165 0.893 0.65 1.65 MILLION_EMAIL 0.137 0.1869 0.0225 0.893 0.65 0.00 FULL_REFUND 1.584 2.1646 0.2644 0.891 0.65 0.16 HTTP_WITH_EMAIL_IN_URL 0.059 0.0811 0.0099 0.891 0.65 0.39 UP_TO_OR_MORES 0.075 0.1018 0.0126 0.890 0.65 0.04 CONGRATULATIONS 0.055 0.0744 0.0093 0.889 0.65 1.17 THE_FOLLOWING_FORM 5.981 8.1277 1.1010 0.881 0.64 0.00 HTML_FONT_FACE_ODD 0.007 0.0102 0.0013 0.885 0.64 0.00 TAKE_ACTION_NOW 0.007 0.0102 0.0013 0.885 0.64 0.00 MIME_BOUND_HEX_24 0.007 0.0102 0.0013 0.885 0.64 0.00 ONCE_IN_LIFETIME 0.134 0.1829 0.0238 0.885 0.64 1.55 FREE_SAMPLE 2.222 3.0173 0.4157 0.879 0.63 0.76 MSGID_FROM_MTA_HEADER 6.418 8.6853 1.2649 0.873 0.62 0.00 HTML_FONTCOLOR_GRAY 0.014 0.0186 0.0026 0.876 0.62 1.85 FAKE_HELO_YAHOO_CA 0.003 0.0047 0.0007 0.876 0.62 0.00 SERIOUS_ONLY 0.174 0.2355 0.0337 0.875 0.61 1.59 LARGE_HEX 0.834 1.1284 0.1652 0.872 0.61 0.00 EMAIL_MARKETING 0.113 0.1535 0.0225 0.872 0.61 1.49 BLANK_LINES_80_90 0.661 0.8929 0.1348 0.869 0.60 0.69 UNSUB_SCRIPT 1.231 1.6610 0.2525 0.868 0.60 0.00 HTML_COMMENT_EMAIL 0.398 0.5373 0.0826 0.867 0.60 1.29 TONER 0.035 0.0474 0.0073 0.867 0.60 2.20 MIME_BOUND_DIGITS_7 2.280 3.0624 0.5010 0.859 0.59 0.16 MIME_BOUND_NEXTPART 4.353 5.8407 0.9722 0.857 0.59 0.81 HTML_30_40 1.094 1.4688 0.2412 0.859 0.58 0.00 HOME_EMPLOYMENT 3.147 4.2175 0.7138 0.855 0.58 0.00 EXCUSE_1 1.368 1.8328 0.3113 0.855 0.58 0.57 SUBJ_ALL_CAPS 0.008 0.0110 0.0020 0.848 0.56 0.00 FORWARD_LOOKING 0.586 0.7821 0.1414 0.847 0.56 0.48 WHY_WAIT 2.721 3.6200 0.6787 0.842 0.55 0.17 EXCUSE_16 0.043 0.0573 0.0106 0.844 0.55 2.10 NO_STRINGS 4.314 5.7288 1.0971 0.839 0.55 0.00 ONLY_COST 0.096 0.1279 0.0238 0.843 0.55 1.50 AOL_USERS_LINK 0.316 0.4195 0.0793 0.841 0.55 0.24 ADULT_SITE 0.747 0.9923 0.1884 0.840 0.55 0.00 SAVE_BUCKS 1.274 1.6910 0.3252 0.839 0.54 1.28 WORK_AT_HOME 0.076 0.1003 0.0192 0.840 0.54 2.10 ADVERT_CODE2 0.082 0.1090 0.0211 0.838 0.54 0.00 HTML_IMAGE_AREA_06 0.102 0.1352 0.0264 0.836 0.54 0.00 HTML_WIN_FOCUS 0.005 0.0067 0.0013 0.835 0.53 0.00 NO_GIMMICK 0.058 0.0768 0.0152 0.835 0.53 1.47 COMMUNIGATE 0.641 0.8484 0.1692 0.834 0.53 0.71 MIME_QP_NO_CHARSET 0.043 0.0564 0.0112 0.834 0.53 1.68 HTML_IMAGE_AREA_07 3.020 3.9913 0.8122 0.831 0.53 0.00 MAILTO_WITH_SUBJ 0.747 0.9888 0.1989 0.833 0.53 0.24 PLING_QUERY 0.799 1.0551 0.2181 0.829 0.52 0.64 US_DOLLARS_3 0.886 1.1688 0.2419 0.829 0.52 0.00 MIME_QP_EXCESSIVE 0.195 0.2579 0.0535 0.828 0.52 2.00 NA_DOLLARS 0.046 0.0602 0.0126 0.827 0.52 2.00 NEW_DOMAIN_EXTENSIONS 1.254 1.6520 0.3496 0.825 0.52 0.00 HTML_FONT_FACE_CAPS 0.231 0.3038 0.0654 0.823 0.51 0.98 DATE_MISSING 0.023 0.0305 0.0066 0.822 0.51 0.11 FIND_ANYTHING 0.095 0.1250 0.0271 0.822 0.51 2.00 DRASTIC_REDUCED 0.499 0.6556 0.1434 0.821 0.51 0.00 BULK_EMAIL 0.487 0.6393 0.1414 0.819 0.50 0.00 HTML_IMAGE_RATIO_12 1.435 1.8791 0.4249 0.816 0.50 0.01 TO_ADDRESS_EQ_REAL 1.033 1.3525 0.3080 0.815 0.50 1.32 PLING_PLING 0.984 1.2868 0.2941 0.814 0.50 0.05 REMOVE_SUBJ 0.313 0.4082 0.0958 0.810 0.49 0.47 WEIRD_QUOTING 0.177 0.2300 0.0562 0.804 0.48 0.00 ITS_LEGAL 0.222 0.2875 0.0720 0.800 0.47 0.00 HTML_WIN_BLUR 2.176 2.8170 0.7190 0.797 0.47 0.00 LINES_OF_YELLING_3 0.004 0.0052 0.0013 0.798 0.47 0.00 FAKE_HELO_FLASHMAIL 0.350 0.4530 0.1157 0.797 0.46 0.28 HTML_IMAGE_RATIO_14 4.161 5.3703 1.4117 0.792 0.46 0.10 LINES_OF_YELLING_2 0.056 0.0718 0.0185 0.795 0.46 1.52 RCVD_IN_SORBS_SOCKS 0.107 0.1381 0.0357 0.795 0.46 0.03 YOU_WON 1.051 1.3549 0.3595 0.790 0.45 0.00 OPT_IN 10.470 13.4145 3.7763 0.780 0.45 0.01 LINES_OF_YELLING 2.621 3.3726 0.9127 0.787 0.45 0.69 FOR_FREE 0.412 0.5300 0.1428 0.788 0.45 0.30 HTML_RELAYING_FRAME 0.036 0.0465 0.0126 0.787 0.45 1.49 WE_PROMISE_YOU 0.030 0.0384 0.0106 0.784 0.44 1.90 UNCLAIMED_MONEY 0.239 0.3070 0.0853 0.783 0.44 1.90 FROM_NO_LOWER 0.009 0.0116 0.0033 0.779 0.43 0.00 RAPE 3.644 4.6492 1.3601 0.774 0.43 0.47 HTML_20_30 0.672 0.8589 0.2472 0.777 0.43 0.87 BLANK_LINES_70_80 0.013 0.0160 0.0046 0.776 0.43 0.28 EXCUSE_18 0.590 0.7504 0.2254 0.769 0.42 0.51 FREE_TRIAL 0.374 0.4730 0.1474 0.762 0.41 1.80 MIME_QP_DEFICIENT 0.142 0.1791 0.0575 0.757 0.40 1.80 DOMAIN_BODY 0.002 0.0020 0.0007 0.755 0.39 0.00 WORRY_FREE 0.698 0.8766 0.2915 0.750 0.39 0.13 HTML_EVENT_UNSAFE 7.389 9.2252 3.2165 0.741 0.39 0.00 MAILTO_LINK 0.828 1.0379 0.3503 0.748 0.38 0.00 FOR_JUST_SOME_AMT 1.314 1.6436 0.5664 0.744 0.38 0.00 HTML_EVENT 0.011 0.0134 0.0046 0.743 0.38 1.34 NO_FORMS 6.928 8.6048 3.1174 0.734 0.37 0.00 MIME_QP_LONG_LINE 0.953 1.1877 0.4183 0.740 0.37 0.00 MSGID_HAS_NO_AT 1.615 2.0116 0.7131 0.738 0.37 0.39 DATE_IN_PAST_12_24 0.608 0.7574 0.2683 0.738 0.37 0.00 OPT_OUT 0.018 0.0221 0.0079 0.736 0.37 1.51 GET_IT_NOW 0.077 0.0951 0.0344 0.734 0.36 0.00 FREE_DVD 0.598 0.7411 0.2723 0.731 0.36 0.19 REMOVE_IN_QUOTES 0.009 0.0108 0.0040 0.731 0.36 0.00 HTTP_CTRL_CHARS_HOST 2.212 2.7356 1.0224 0.728 0.36 1.12 EARN_MONEY 0.092 0.1146 0.0423 0.730 0.36 0.00 OPPORTUNITY_2 0.003 0.0035 0.0013 0.725 0.35 0.00 UNIVERSITY_DIPLOMAS 0.175 0.2160 0.0819 0.725 0.35 0.00 NO_PURCHASE 0.081 0.0989 0.0390 0.717 0.34 0.76 REPLY_REMOVE_SUBJECT 0.024 0.0299 0.0119 0.716 0.34 0.00 SHOPPING_SPREE 0.012 0.0148 0.0059 0.714 0.33 1.70 USER_4U2 0.021 0.0256 0.0106 0.708 0.32 0.90 FAKE_HELO_SHAW_CA 0.171 0.2073 0.0899 0.698 0.31 0.77 VACATION_SCAM 1.716 2.0683 0.9153 0.693 0.31 0.00 HTML_JAVASCRIPT 0.998 1.2034 0.5327 0.693 0.31 0.00 FAKE_HELO_HOTMAIL 0.013 0.0160 0.0073 0.687 0.30 1.60 CENTS_ON_DOLLAR 2.802 3.3464 1.5637 0.682 0.29 0.00 UNSUB_PAGE 17.801 20.9093 10.7361 0.661 0.29 0.28 NO_REAL_NAME 2.524 3.0100 1.4196 0.680 0.29 1.05 MAILTO_TO_SPAM_ADDR 0.021 0.0253 0.0119 0.680 0.29 0.18 URI_IS_POUND 0.062 0.0736 0.0350 0.677 0.29 0.00 MIME_BOUND_MA 0.357 0.4239 0.2062 0.673 0.28 0.02 SEE_FOR_YOURSELF 0.153 0.1811 0.0886 0.672 0.28 0.76 LINK_TO_NO_SCHEME 0.090 0.1061 0.0529 0.667 0.27 1.50 TO_NO_USER 0.095 0.1119 0.0575 0.661 0.26 1.50 RATWARE_EMWAC 0.300 0.3518 0.1817 0.659 0.26 0.00 LARGE_COLLECTION 0.004 0.0049 0.0026 0.652 0.25 0.00 ADDRESSES_ON_CD 0.002 0.0023 0.0013 0.638 0.24 0.00 FAKE_HELO_NETZERO 0.291 0.3338 0.1936 0.633 0.23 0.00 TO_EMPTY 0.016 0.0180 0.0106 0.630 0.23 0.00 RCVD_IN_NJABL_CGI 0.040 0.0454 0.0271 0.626 0.23 0.00 MASS_EMAIL 1.358 1.5412 0.9424 0.621 0.22 0.00 MISSING_HEADERS 0.214 0.2425 0.1487 0.620 0.22 0.00 MARKETING 0.026 0.0291 0.0178 0.620 0.22 0.00 HTML_IMAGE_AREA_08 0.003 0.0032 0.0020 0.617 0.22 0.00 NEW_CUSTOMER 0.021 0.0233 0.0145 0.615 0.21 0.00 HIDDEN_CHARGES 0.011 0.0125 0.0079 0.612 0.21 0.00 HTML_ALL_CAPS 0.937 1.0493 0.6807 0.607 0.21 0.00 CALL_FREE 0.083 0.0930 0.0601 0.607 0.21 0.00 SEARCH_ENGINE_PROMO 27.714 29.2236 24.2816 0.546 0.19 0.00 FORGED_RCVD_HELO 0.282 0.3076 0.2227 0.580 0.18 0.00 HTML_TAG_EXISTS_PARAM 0.064 0.0695 0.0509 0.577 0.18 0.00 HTML_IMAGE_AREA_09 0.449 0.4873 0.3615 0.574 0.17 0.00 DATE_IN_PAST_24_48 2.013 2.1736 1.6469 0.569 0.17 0.00 HTML_10_20 0.063 0.0686 0.0515 0.571 0.17 0.00 ASKS_BILLING_ADDRESS 0.006 0.0070 0.0053 0.569 0.17 0.00 HERBAL_VIAGRA 0.022 0.0241 0.0185 0.566 0.17 0.00 FANTASTIC 0.008 0.0087 0.0079 0.524 0.13 0.00 INCOME 0.879 0.9010 0.8294 0.521 0.13 0.00 NO_FEE 0.087 0.0890 0.0819 0.521 0.13 0.00 INCREASE_SOMETHING 0.005 0.0049 0.0046 0.517 0.13 0.00 OUR_COMPENSATION 0.000 0.0000 0.0000 0.500 0.11 0.00 SPAM_FORM 0.000 0.0000 0.0000 0.500 0.11 0.00 RATWARE_POWERC 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_44 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_40 0.000 0.0000 0.0000 0.500 0.11 0.00 RCVD_IN_SORBS_BLOCK 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_30 0.000 0.0000 0.0000 0.500 0.11 0.00 PRODUCED_AND_SENT_OUT 0.000 0.0000 0.0000 0.500 0.11 0.00 MONSTERHUT 0.000 0.0000 0.0000 0.500 0.11 0.00 WWW_CLIK4YOU_COM 0.000 0.0000 0.0000 0.500 0.11 0.00 DISCONTINUE 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_20 0.000 0.0000 0.0000 0.500 0.11 0.00 RUSSIAN_UCE_SUBJECT 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_10 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_01 0.000 0.0000 0.0000 0.500 0.11 0.00 RCVD_IN_MAPS_RSS 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_00 0.000 0.0000 0.0000 0.500 0.11 0.00 AUTO_EMAIL_REMOVAL 0.000 0.0000 0.0000 0.500 0.11 0.00 RCVD_IN_MAPS_RBL 0.000 0.0000 0.0000 0.500 0.11 0.00 RCVD_IN_MAPS_DUL 0.000 0.0000 0.0000 0.500 0.11 0.00 VJESTIKA 0.000 0.0000 0.0000 0.500 0.11 0.00 CHILD_SUPPORT 0.000 0.0000 0.0000 0.500 0.11 0.00 RCVD_IN_MAPS_NML 0.000 0.0000 0.0000 0.500 0.11 0.00 IN_ACCORDANCE_WITH 0.000 0.0000 0.0000 0.500 0.11 0.00 E_MAILPROMO_URL 0.000 0.0000 0.0000 0.500 0.11 16.00 HABEAS_VIOLATOR 0.000 0.0000 0.0000 0.500 0.11 0.00 RCVD_BY_QVES_COM 0.000 0.0000 0.0000 0.500 0.11 0.00 RATWARE_SCREWUP_2 0.000 0.0000 0.0000 0.500 0.11 0.00 EXPERTS_SHOW_HOW 0.000 0.0000 0.0000 0.500 0.11 0.00 MORTGAGE_NETWORK 0.000 0.0000 0.0000 0.500 0.11 0.00 PSYCHIC 0.000 0.0000 0.0000 0.500 0.11 0.00 MARKUP_SSPL 0.000 0.0000 0.0000 0.500 0.11 0.00 HELPED_FINANCE 0.000 0.0000 0.0000 0.500 0.11 0.00 ENHANCE_WEBSITE 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_99 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_90 0.000 0.0000 0.0000 0.500 0.11 0.00 RATWARE_CHARSET_V2 0.000 0.0000 0.0000 0.500 0.11 0.00 SPAM_FORM_ACTION 0.000 0.0000 0.0000 0.500 0.11 0.00 INTL_EXEC_GUILD 0.000 0.0000 0.0000 0.500 0.11 0.00 GENTLE_FEROCITY 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_70 0.000 0.0000 0.0000 0.500 0.11 0.00 POST_IN_RCVD 0.000 0.0000 0.0000 0.500 0.11 0.00 RATWARE_FLOAT 0.000 0.0000 0.0000 0.500 0.11 0.00 RCVD_IN_BL_SPAMCOP_NET 0.000 0.0000 0.0000 0.500 0.11 0.00 MIME_BOUND_TEP 0.000 0.0000 0.0000 0.500 0.11 0.00 RATWARE_CHARSET 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_60 0.000 0.0000 0.0000 0.500 0.11 0.00 SPAM_FORM_INPUT 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_80 0.000 0.0000 0.0000 0.500 0.11 0.00 MAILTO_TO_B2BMAIL 0.000 0.0000 0.0000 0.500 0.11 0.00 DOMAINS_CHEAP 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_56 0.000 0.0000 0.0000 0.500 0.11 0.00 OUR_PUBLICATIONS 0.000 0.0000 0.0000 0.500 0.11 0.00 BAYES_50 0.000 0.0000 0.0000 0.500 0.11 0.00 RATWARE_BANG_HASH 0.000 0.0000 0.0000 0.500 0.11 0.00 PRIORITY_MAIL 0.632 0.6286 0.6404 0.495 0.11 0.00 SMTPD_IN_RCVD 0.261 0.2573 0.2696 0.488 0.11 0.00 FREE_CELL_PHONE 5.720 5.4369 6.3650 0.461 0.10 0.00 MSGID_FROM_MTA_LATER 0.046 0.0445 0.0496 0.473 0.10 0.00 BLANK_LINES_90_100 0.153 0.1468 0.1665 0.469 0.09 0.00 JAVASCRIPT_URI 0.642 0.6129 0.7078 0.464 0.09 0.00 HTML_TAG_EXISTS_BASE 0.409 0.3896 0.4520 0.463 0.09 0.00 CALL_NOW 0.548 0.5108 0.6311 0.447 0.08 0.00 ID_REPLY_TO_REPLY 0.484 0.4445 0.5743 0.436 0.08 0.00 ASCII_FORM_ENTRY 0.036 0.0326 0.0443 0.424 0.07 0.00 MARKET_SOLUTION 0.880 0.7626 1.1480 0.399 0.06 0.00 REPLY_TO_ULINE_NUMS 0.032 0.0265 0.0436 0.378 0.05 0.00 DOMAIN_SUBJECT 0.888 0.7301 1.2458 0.369 0.05 0.00 US_DOLLARS_2 0.165 0.1276 0.2492 0.339 0.04 0.00 DATE_IN_PAST_48_96 1.348 0.9472 2.2596 0.295 0.02 0.00 HTML_00_10 0.038 0.0238 0.0707 0.252 0.01 0.00 MIME_BOUND_DIGITS_4 0.452 0.2117 0.9973 0.175 0.01 0.00 UNDISC_RECIPS 0.002 0.0006 0.0059 0.089 0.00 0.00 PHONE_CANCER 0.021 0.0049 0.0588 0.078 0.00 0.00 X_GCMULTI 0.001 0.0000 0.0026 0.000 0.00 0.00 MICROSOFT 0.000 0.0000 0.0007 0.000 0.00 0.00 X_FIX_PRESENT 0.000 0.0000 0.0007 0.000 0.00 0.00 NO_MIDDLEMAN 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