STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 15550 46.59% (99.90% of non-spam corpus) # Correctly spam: 17648 52.87% (99.08% of spam corpus) # False positives: 15 0.04% (0.10% of nonspam, 1133 weighted) # False negatives: 164 0.49% (0.92% of spam, 437 weighted) # TCR: 74.527197 SpamRecall: 99.079% SpamPrec: 99.915% FP: 0.04% FN: 0.49% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 13393 40.13% (86.05% of non-spam corpus) # Correctly spam: 17810 53.36% (99.99% of spam corpus) # False positives: 2172 6.51% (13.95% of nonspam, -47156 weighted) # False negatives: 2 0.01% (0.01% of spam, -9 weighted) # TCR: 1.639845 SpamRecall: 99.989% SpamPrec: 89.130% FP: 6.51% FN: 0.01% # SUMMARY for threshold -3.0: # Correctly non-spam: 14336 42.95% (92.10% of non-spam corpus) # Correctly spam: 17809 53.36% (99.98% of spam corpus) # False positives: 1229 3.68% (7.90% of nonspam, -8163 weighted) # False negatives: 3 0.01% (0.02% of spam, -13 weighted) # TCR: 2.897202 SpamRecall: 99.983% SpamPrec: 93.544% FP: 3.68% FN: 0.01% # SUMMARY for threshold -2.0: # Correctly non-spam: 14724 44.11% (94.60% of non-spam corpus) # Correctly spam: 17807 53.35% (99.97% of spam corpus) # False positives: 841 2.52% (5.40% of nonspam, 3041 weighted) # False negatives: 5 0.01% (0.03% of spam, -17 weighted) # TCR: 4.230879 SpamRecall: 99.972% SpamPrec: 95.490% FP: 2.52% FN: 0.01% # SUMMARY for threshold -1.0: # Correctly non-spam: 14946 44.78% (96.02% of non-spam corpus) # Correctly spam: 17800 53.33% (99.93% of spam corpus) # False positives: 619 1.85% (3.98% of nonspam, 6639 weighted) # False negatives: 12 0.04% (0.07% of spam, -27 weighted) # TCR: 5.732861 SpamRecall: 99.933% SpamPrec: 96.639% FP: 1.85% FN: 0.04% # SUMMARY for threshold 0.0: # Correctly non-spam: 15105 45.26% (97.04% of non-spam corpus) # Correctly spam: 17796 53.32% (99.91% of spam corpus) # False positives: 460 1.38% (2.96% of nonspam, 7686 weighted) # False negatives: 16 0.05% (0.09% of spam, -28 weighted) # TCR: 7.690846 SpamRecall: 99.910% SpamPrec: 97.480% FP: 1.38% FN: 0.05% # SUMMARY for threshold 1.0: # Correctly non-spam: 15348 45.98% (98.61% of non-spam corpus) # Correctly spam: 17786 53.29% (99.85% of spam corpus) # False positives: 217 0.65% (1.39% of nonspam, 6787 weighted) # False negatives: 26 0.08% (0.15% of spam, -25 weighted) # TCR: 16.032403 SpamRecall: 99.854% SpamPrec: 98.795% FP: 0.65% FN: 0.08% # SUMMARY for threshold 2.0: # Correctly non-spam: 15444 46.27% (99.22% of non-spam corpus) # Correctly spam: 17764 53.22% (99.73% of spam corpus) # False positives: 121 0.36% (0.78% of nonspam, 5130 weighted) # False negatives: 48 0.14% (0.27% of spam, 8 weighted) # TCR: 27.277182 SpamRecall: 99.731% SpamPrec: 99.323% FP: 0.36% FN: 0.14% # SUMMARY for threshold 3.0: # Correctly non-spam: 15494 46.42% (99.54% of non-spam corpus) # Correctly spam: 17739 53.15% (99.59% of spam corpus) # False positives: 71 0.21% (0.46% of nonspam, 3654 weighted) # False negatives: 73 0.22% (0.41% of spam, 70 weighted) # TCR: 41.616822 SpamRecall: 99.590% SpamPrec: 99.601% FP: 0.21% FN: 0.22% # SUMMARY for threshold 4.0: # Correctly non-spam: 15529 46.53% (99.77% of non-spam corpus) # Correctly spam: 17697 53.02% (99.35% of spam corpus) # False positives: 36 0.11% (0.23% of nonspam, 2250 weighted) # False negatives: 115 0.34% (0.65% of spam, 217 weighted) # TCR: 60.379661 SpamRecall: 99.354% SpamPrec: 99.797% FP: 0.11% FN: 0.34% # SUMMARY for threshold 4.5: # Correctly non-spam: 15536 46.55% (99.81% of non-spam corpus) # Correctly spam: 17673 52.95% (99.22% of spam corpus) # False positives: 29 0.09% (0.19% of nonspam, 1909 weighted) # False negatives: 139 0.42% (0.78% of spam, 319 weighted) # TCR: 62.718310 SpamRecall: 99.220% SpamPrec: 99.836% FP: 0.09% FN: 0.42% # SUMMARY for threshold 5.5: # Correctly non-spam: 15551 46.59% (99.91% of non-spam corpus) # Correctly spam: 17618 52.78% (98.91% of spam corpus) # False positives: 14 0.04% (0.09% of nonspam, 1076 weighted) # False negatives: 194 0.58% (1.09% of spam, 595 weighted) # TCR: 67.469697 SpamRecall: 98.911% SpamPrec: 99.921% FP: 0.04% FN: 0.58% # SUMMARY for threshold 6.0: # Correctly non-spam: 15556 46.61% (99.94% of non-spam corpus) # Correctly spam: 17579 52.67% (98.69% of spam corpus) # False positives: 9 0.03% (0.06% of nonspam, 743 weighted) # False negatives: 233 0.70% (1.31% of spam, 819 weighted) # TCR: 64.071942 SpamRecall: 98.692% SpamPrec: 99.949% FP: 0.03% FN: 0.70% # SUMMARY for threshold 6.5: # Correctly non-spam: 15560 46.62% (99.97% of non-spam corpus) # Correctly spam: 17522 52.50% (98.37% of spam corpus) # False positives: 5 0.01% (0.03% of nonspam, 452 weighted) # False negatives: 290 0.87% (1.63% of spam, 1175 weighted) # TCR: 56.546032 SpamRecall: 98.372% SpamPrec: 99.971% FP: 0.01% FN: 0.87% # SUMMARY for threshold 7.0: # Correctly non-spam: 15560 46.62% (99.97% of non-spam corpus) # Correctly spam: 17478 52.37% (98.12% of spam corpus) # False positives: 5 0.01% (0.03% of nonspam, 452 weighted) # False negatives: 334 1.00% (1.88% of spam, 1472 weighted) # TCR: 49.615599 SpamRecall: 98.125% SpamPrec: 99.971% FP: 0.01% FN: 1.00% # SUMMARY for threshold 8.0: # Correctly non-spam: 15563 46.63% (99.99% of non-spam corpus) # Correctly spam: 17363 52.02% (97.48% of spam corpus) # False positives: 2 0.01% (0.01% of nonspam, 194 weighted) # False negatives: 449 1.35% (2.52% of spam, 2338 weighted) # TCR: 38.806100 SpamRecall: 97.479% SpamPrec: 99.988% FP: 0.01% FN: 1.35% # SUMMARY for threshold 9.0: # Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus) # Correctly spam: 17221 51.60% (96.68% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 591 1.77% (3.32% of spam, 3544 weighted) # TCR: 30.138748 SpamRecall: 96.682% SpamPrec: 100.000% FP: 0.00% FN: 1.77% # SUMMARY for threshold 10.0: # Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus) # Correctly spam: 17076 51.16% (95.87% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 736 2.21% (4.13% of spam, 4924 weighted) # TCR: 24.201087 SpamRecall: 95.868% SpamPrec: 100.000% FP: 0.00% FN: 2.21% # SUMMARY for threshold 12.0: # Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus) # Correctly spam: 16540 49.56% (92.86% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 1272 3.81% (7.14% of spam, 10870 weighted) # TCR: 14.003145 SpamRecall: 92.859% SpamPrec: 100.000% FP: 0.00% FN: 3.81% # SUMMARY for threshold 15.0: # Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus) # Correctly spam: 15252 45.70% (85.63% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 2560 7.67% (14.37% of spam, 28423 weighted) # TCR: 6.957813 SpamRecall: 85.628% SpamPrec: 100.000% FP: 0.00% FN: 7.67% # SUMMARY for threshold 17.0: # Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus) # Correctly spam: 14208 42.57% (79.77% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 3604 10.80% (20.23% of spam, 45163 weighted) # TCR: 4.942286 SpamRecall: 79.766% SpamPrec: 100.000% FP: 0.00% FN: 10.80% # SUMMARY for threshold 20.0: # Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus) # Correctly spam: 12566 37.65% (70.55% of spam corpus) # False positives: 0 0.00% (0.00% of nonspam, 0 weighted) # False negatives: 5246 15.72% (29.45% of spam, 75495 weighted) # TCR: 3.395349 SpamRecall: 70.548% SpamPrec: 100.000% FP: 0.00% FN: 15.72% 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 300403 160316 140087 0.534 0.00 0.00 (all messages) 100.000 53.3670 46.6330 0.534 0.00 0.00 (all messages as %) 44.741 0.0861 95.8440 0.001 1.00 -5.20 BAYES_00 48.689 91.2161 0.0200 1.000 1.00 3.01 BAYES_99 37.316 69.7554 0.1913 0.997 0.96 0.89 RAZOR2_CF_RANGE_51_100 41.008 76.3411 0.5718 0.993 0.96 0.67 RAZOR2_CHECK 30.016 55.9401 0.3476 0.994 0.93 0.95 RCVD_IN_DSBL 23.700 44.2183 0.2199 0.995 0.92 0.95 RCVD_IN_SORBS_HTTP 39.130 72.0858 1.4163 0.981 0.92 0.67 MIME_HTML_ONLY 16.164 30.2877 0.0007 1.000 0.91 4.50 DATE_SPAMWARE_Y2K 16.413 30.7405 0.0164 0.999 0.91 1.10 MIME_HTML_ONLY_MULTI 20.627 38.4397 0.2420 0.994 0.91 0.95 RCVD_IN_NJABL_PROXY 18.256 34.0241 0.2120 0.994 0.90 0.43 RCVD_IN_SORBS_SOCKS 11.956 22.3852 0.0214 0.999 0.90 2.95 FORGED_MUA_OUTLOOK 10.999 20.5956 0.0164 0.999 0.90 1.10 FORGED_OUTLOOK_HTML 10.858 20.3336 0.0136 0.999 0.90 0.99 DCC_CHECK 18.361 34.1594 0.2805 0.992 0.90 0.61 MISSING_MIMEOLE 10.199 19.0973 0.0157 0.999 0.90 1.10 FORGED_OUTLOOK_TAGS 6.938 12.9968 0.0050 1.000 0.89 4.40 OBFUSCATING_COMMENT 6.941 12.9937 0.0136 0.999 0.89 3.70 RCVD_IN_OPM 23.722 43.7904 0.7552 0.983 0.89 1.06 MIME_HTML_NO_CHARSET 7.962 14.8868 0.0378 0.997 0.89 3.67 MSGID_FROM_MTA_SHORT 5.790 10.8398 0.0114 0.999 0.89 3.70 RCVD_IN_OPM_HTTP 5.856 10.9621 0.0128 0.999 0.89 2.75 HTML_IMAGE_ONLY_02 4.350 8.1495 0.0014 1.000 0.88 4.40 MSGID_OUTLOOK_INVALID 5.770 10.7893 0.0250 0.998 0.88 2.87 USERPASS 4.124 7.7229 0.0064 0.999 0.88 3.70 RCVD_IN_OPM_HTTP_POST 2.348 4.3988 0.0000 1.000 0.88 4.30 RATWARE_OE_PI 2.753 5.1554 0.0029 0.999 0.88 3.70 RCVD_IN_OPM_SOCKS 2.055 3.8505 0.0007 1.000 0.88 1.11 FROM_NUM_AT_WEBMAIL 1.735 3.2517 0.0000 1.000 0.88 4.40 MSGID_SPAM_ZEROES 3.462 6.4785 0.0107 0.998 0.88 1.12 MIME_HEADER_CTYPE_ONLY 1.907 3.5736 0.0007 1.000 0.88 4.40 EMAIL_ROT13 9.589 17.8497 0.1349 0.992 0.88 0.94 HTML_FONT_INVISIBLE 2.203 4.1250 0.0029 0.999 0.88 3.42 IMPOTENCE 2.494 4.6695 0.0050 0.999 0.88 1.10 MONEY_BACK 9.521 17.7206 0.1378 0.992 0.88 1.05 REMOVE_PAGE 1.276 2.3915 0.0000 1.000 0.88 4.30 MSGID_SPAM_99X9XX99 1.258 2.3578 0.0000 1.000 0.88 4.30 FORGED_THEBAT_HTML 1.215 2.2768 0.0000 1.000 0.88 4.30 FORGED_IMS_HTML 1.211 2.2699 0.0000 1.000 0.88 4.10 RATWARE_EGROUPS 4.809 8.9841 0.0307 0.997 0.88 1.11 HTML_MIME_NO_HTML_TAG 1.128 2.1133 0.0000 1.000 0.88 4.30 FORGED_MUA_THEBAT_BOUN 1.123 2.1040 0.0000 1.000 0.88 4.30 HEAD_ILLEGAL_CHARS 1.204 0.0006 2.5805 0.000 0.88 -4.30 HABEAS_SWE 1.000 1.8738 0.0000 1.000 0.88 4.30 YAHOO_REDIR 0.978 1.8320 0.0000 1.000 0.88 1.10 RATWARE_HASH_DASH 5.191 9.6927 0.0385 0.996 0.88 1.10 MIME_BASE64_TEXT 4.384 8.1926 0.0264 0.997 0.88 1.90 HTML_IMAGE_ONLY_04 0.874 1.6380 0.0000 1.000 0.88 4.30 FORGED_IMS_TAGS 1.401 2.6236 0.0014 0.999 0.88 4.30 FORGED_MUA_AOL_FROM 0.798 1.4958 0.0000 1.000 0.88 4.30 RCVD_AM_PM 0.696 1.3049 0.0000 1.000 0.88 4.30 WRINKLES 1.666 3.1195 0.0029 0.999 0.88 1.10 ONLINE_PHARMACY 0.663 1.2432 0.0000 1.000 0.88 4.30 FROM_OFFERS 1.037 1.9418 0.0007 1.000 0.88 4.30 GENERIC_VIAGRA 0.615 1.1521 0.0000 1.000 0.88 4.30 FORGED_AOL_RCVD 1.416 2.6510 0.0021 0.999 0.88 2.09 FORGED_MUA_OIMO 2.170 4.0601 0.0064 0.998 0.88 4.11 FAKE_HELO_MAIL_COM 0.428 0.8022 0.0000 1.000 0.87 0.70 SENT_IN_COMPLIANCE 0.425 0.7972 0.0000 1.000 0.87 4.30 WITH_LC_SMTP 0.855 1.6012 0.0007 1.000 0.87 4.30 FROM_ILLEGAL_CHARS 0.373 0.6986 0.0000 1.000 0.87 2.90 NEVER_ANOTHER 0.367 0.6880 0.0000 1.000 0.87 3.70 RCVD_IN_OPM_WINGATE 0.366 0.6849 0.0000 1.000 0.87 2.90 COMPETE 0.351 0.6575 0.0000 1.000 0.87 2.90 NO_CREDIT_CHECK 3.668 6.8552 0.0214 0.997 0.87 1.59 FRONTPAGE 0.333 0.6238 0.0000 1.000 0.87 2.90 FORGED_RCVD_FROM_NUM 0.328 0.6144 0.0000 1.000 0.87 2.80 RATWARE_STORM_URI 0.327 0.6132 0.0000 1.000 0.87 2.90 RATWARE_JPFREE 0.317 0.5945 0.0000 1.000 0.87 2.90 MIME_BOUND_MANY_HEX 0.311 0.5832 0.0000 1.000 0.87 2.90 FORGED_YAHOO_RCVD_SMTP 0.308 0.5764 0.0000 1.000 0.87 2.90 REMOVE_POSTAL 0.810 1.5164 0.0007 1.000 0.87 4.30 CONFIRMED_FORGED 0.299 0.5608 0.0000 1.000 0.87 2.90 OBSCURED_EMAIL 0.291 0.5452 0.0000 1.000 0.87 3.66 KOREAN_UCE_SUBJECT 2.853 5.3345 0.0128 0.998 0.87 1.10 HTTP_ESCAPED_HOST 0.267 0.4996 0.0000 1.000 0.87 2.90 ORDER_REPORT 0.265 0.4959 0.0000 1.000 0.87 2.90 COPY_ACCURATELY 0.259 0.4853 0.0000 1.000 0.87 2.90 MULTI_FORGED 0.257 0.4809 0.0000 1.000 0.87 2.90 FREE_QUOTE_INSTANT 0.246 0.4616 0.0000 1.000 0.87 2.90 X_LIST_UNSUBSCRIBE 1.233 2.3092 0.0021 0.999 0.87 4.30 CONSOLIDATE_DEBT 0.238 0.4466 0.0000 1.000 0.87 2.80 FAKE_HELO_EXCITE 0.759 1.4209 0.0007 0.999 0.87 3.60 LOSEBODYFAT 0.201 0.3774 0.0000 1.000 0.87 2.90 USERNAME_IN_SUBJECT 0.193 0.3618 0.0000 1.000 0.87 2.90 URI_BANNEDCD 0.166 0.3113 0.0000 1.000 0.87 2.90 FAKED_UNDISC_RECIPS 0.163 0.3063 0.0000 1.000 0.87 2.90 RATWARE_EXISCAN_FORGED 0.150 0.2819 0.0000 1.000 0.87 2.90 X_ORIG_HOST 0.147 0.2751 0.0000 1.000 0.87 2.90 RATWARE_OE_MALFORMED 0.144 0.2707 0.0000 1.000 0.87 2.90 RATWARE_BAD_REFS 0.144 0.2695 0.0000 1.000 0.87 2.90 USE_IDENTITY 0.142 0.2670 0.0000 1.000 0.87 2.90 HTML_COMMENT_SKY 0.134 0.2514 0.0000 1.000 0.87 2.90 YOU_CAN_SEARCH 0.121 0.2271 0.0000 1.000 0.87 2.90 DIG_UP_INFO 0.118 0.2214 0.0000 1.000 0.87 2.90 MIME_BOUND_OPTIN 0.117 0.2189 0.0000 1.000 0.87 2.90 MSGID_SPAM_6LETTER 0.102 0.1915 0.0000 1.000 0.87 2.90 EXCUSE_23 0.098 0.1840 0.0000 1.000 0.87 2.90 CREDITORS_CALLING 0.090 0.1690 0.0000 1.000 0.87 2.90 URI_PXLG 0.090 0.1678 0.0000 1.000 0.87 2.90 HIDDEN_ASSETS 0.089 0.1665 0.0000 1.000 0.87 2.90 CHINA_HEADER 0.087 0.1634 0.0000 1.000 0.87 2.90 STOP_SNORING 0.087 0.1628 0.0000 1.000 0.87 2.90 RATWARE_X_SCANNER 0.086 0.1616 0.0000 1.000 0.87 1.95 MIME_BOUND_RKFINDY 0.083 0.1559 0.0000 1.000 0.87 0.80 NOT_MLM 0.081 0.1510 0.0000 1.000 0.87 2.84 SUBJ_YOUR_FAMILY 0.076 0.1416 0.0000 1.000 0.87 2.90 VIAGRA_COMBO 0.072 0.1347 0.0000 1.000 0.87 2.90 READ_TO_END 0.071 0.1322 0.0000 1.000 0.87 2.90 AMATEUR_PORN 0.069 0.1285 0.0000 1.000 0.87 2.90 RCVD_6_CAPS_ESMTP_ID 0.068 0.1279 0.0000 1.000 0.87 2.90 FORGED_JUNO_FROM 0.066 0.1235 0.0000 1.000 0.87 2.90 FORGED_MX_HOTMAIL 0.065 0.1223 0.0000 1.000 0.87 2.90 HARDCORE_PORN 0.065 0.1210 0.0000 1.000 0.87 2.90 RATWARE_JIXING 0.064 0.1198 0.0000 1.000 0.87 2.55 FAKE_HELO_JUNO 0.063 0.1179 0.0000 1.000 0.87 2.90 MIME_ODD_CASE 0.059 0.1110 0.0000 1.000 0.87 2.90 MEGA_SITE 0.059 0.1098 0.0000 1.000 0.87 2.90 EXCUSE_22 0.059 0.1098 0.0000 1.000 0.87 2.90 X_PRI_MISMATCH_HI 0.058 0.1092 0.0000 1.000 0.87 2.90 NONEXISTENT_CHARSET 1.455 2.7227 0.0036 0.999 0.87 1.75 INVALID_DATE_TZ_ABSURD 0.057 0.1067 0.0000 1.000 0.87 1.75 MSGID_FROM_MTA_HOTMAIL 0.054 0.1011 0.0000 1.000 0.87 2.80 NO_INVENTORY 0.053 0.0992 0.0000 1.000 0.87 2.90 NOT_ADVISOR 0.052 0.0973 0.0000 1.000 0.87 2.90 UCE_MAIL_ACT 0.049 0.0923 0.0000 1.000 0.87 2.90 RATWARE_MMAILER 0.049 0.0911 0.0000 1.000 0.87 2.90 X_PRECEDENCE_REF 0.046 0.0867 0.0000 1.000 0.87 2.90 VERY_SUSP_RECIPS 0.046 0.0855 0.0000 1.000 0.87 2.90 BTAMAIL_URL 0.043 0.0798 0.0000 1.000 0.87 0.00 RCVD_IN_SORBS_SMTP 0.043 0.0798 0.0000 1.000 0.87 2.80 FORGED_EUDORAMAIL_RCVD 0.042 0.0780 0.0000 1.000 0.87 2.90 X_X_PRESENT 0.040 0.0742 0.0000 1.000 0.87 2.90 TO_TXT 0.039 0.0724 0.0000 1.000 0.87 1.43 FREE_PASSWORD 0.038 0.0711 0.0000 1.000 0.87 2.61 FREE_WEBSITE 0.038 0.0705 0.0000 1.000 0.87 2.90 MDAEMON_2_7_4 0.037 0.0686 0.0000 1.000 0.87 2.24 COMPARE_RATES 0.036 0.0674 0.0000 1.000 0.87 2.90 RECEIVE_EMAIL 0.035 0.0661 0.0000 1.000 0.87 2.90 MORTGAGE_LINKS 0.034 0.0630 0.0000 1.000 0.87 2.90 OUR_STRICT_ANTI 0.034 0.0630 0.0000 1.000 0.87 1.94 EXCUSE_21 0.033 0.0624 0.0000 1.000 0.87 2.90 URI_DOLLARMACHINE 0.033 0.0618 0.0000 1.000 0.87 2.90 X_PMFLAGS_PRESENT 0.033 0.0611 0.0000 1.000 0.87 2.90 RATWARE_XMAILER 0.032 0.0599 0.0000 1.000 0.87 2.90 FREE_INVESTMENT 0.030 0.0568 0.0000 1.000 0.87 2.90 FAKE_HELO_EMAIL_COM 0.030 0.0555 0.0000 1.000 0.87 2.90 FORGED_GW05_RCVD 1.290 2.4146 0.0029 0.999 0.87 4.30 REVERSE_AGING 0.027 0.0511 0.0000 1.000 0.87 2.90 NIGERIAN_BODY_GOVT_3 0.027 0.0505 0.0000 1.000 0.87 2.90 NATURAL_VIAGRA 0.027 0.0499 0.0000 1.000 0.87 2.90 MSGID_4NUMS_DOLLAR 0.027 0.0499 0.0000 1.000 0.87 2.71 RECEIVED_CACHEFLOW 0.026 0.0480 0.0000 1.000 0.87 2.90 RATWARE_EMPTY_HELO 0.025 0.0462 0.0000 1.000 0.87 2.90 JAPANESE_UCE_SUBJECT 0.024 0.0455 0.0000 1.000 0.87 0.00 EXCUSE_15 0.024 0.0443 0.0000 1.000 0.87 2.90 FORGED_MUA_APPLEMAIL 0.024 0.0443 0.0000 1.000 0.87 2.90 FAKE_HELO_BIGFOOT 0.023 0.0437 0.0000 1.000 0.87 2.90 URI_FREEHT 0.021 0.0393 0.0000 1.000 0.87 2.23 RESISTANCE_IS_FUTILE 0.021 0.0387 0.0000 1.000 0.87 0.00 ANTISPAM_BILL 0.021 0.0387 0.0000 1.000 0.87 2.90 MIME_BOUND_MAIL_BOUND 0.020 0.0374 0.0000 1.000 0.87 2.90 PORN_MEMBERSHIP 0.018 0.0343 0.0000 1.000 0.87 0.98 CONFIDENTIAL_ORDER 0.018 0.0337 0.0000 1.000 0.87 2.90 LESBIAN 0.016 0.0306 0.0000 1.000 0.87 2.90 ID_UNIQUE 0.016 0.0299 0.0000 1.000 0.87 2.90 WE_HATE_SPAM 0.015 0.0287 0.0000 1.000 0.87 2.90 X_ENC_PRESENT 0.015 0.0274 0.0000 1.000 0.87 0.00 SOME_BREAKTHROUGH 0.015 0.0274 0.0000 1.000 0.87 2.90 FAKE_HELO_EUDORAMAIL 0.015 0.0274 0.0000 1.000 0.87 1.42 FAKE_HELO_YAHOO_CA 0.014 0.0256 0.0000 1.000 0.87 0.00 SECTION_301 0.013 0.0250 0.0000 1.000 0.87 2.90 SUBJ_FREE_INSTANT 0.013 0.0237 0.0000 1.000 0.87 2.08 MAIL_IN_ORDER_FORM 0.013 0.0237 0.0000 1.000 0.87 2.90 HR_3113 0.012 0.0231 0.0000 1.000 0.87 2.90 FORGED_TELESP_RCVD 0.011 0.0212 0.0000 1.000 0.87 2.90 FAKE_HELO_CARAMAIL 0.011 0.0200 0.0000 1.000 0.87 2.90 MSGID_SPAM_1 0.011 0.0200 0.0000 1.000 0.87 2.90 FAKED_IP_IN_RCVD 0.010 0.0187 0.0000 1.000 0.87 2.90 RECEIVED_IDENT_SQUID 0.010 0.0187 0.0000 1.000 0.87 2.80 STRONG_BUY 0.010 0.0187 0.0000 1.000 0.87 0.00 URGENT_BIZ 0.642 1.2032 0.0007 0.999 0.87 1.10 WE_HONOR_ALL 0.009 0.0175 0.0000 1.000 0.87 2.90 PORN_6 0.009 0.0168 0.0000 1.000 0.87 2.90 LOTS_OF_CC_LINES 0.009 0.0162 0.0000 1.000 0.87 1.45 TAKE_ACTION_NOW 0.009 0.0162 0.0000 1.000 0.87 2.90 RATWARE_SCREWUP_1 0.008 0.0150 0.0000 1.000 0.87 2.90 MARKUP_RAND 0.008 0.0150 0.0000 1.000 0.87 2.90 RATWARE_STORM 0.008 0.0150 0.0000 1.000 0.87 2.90 FRIEND_AT_PUBLIC 0.008 0.0150 0.0000 1.000 0.87 2.90 X_STORMPOST_TO 0.007 0.0137 0.0000 1.000 0.87 2.29 FAKE_HELO_MAILCITY 0.006 0.0119 0.0000 1.000 0.87 0.00 BETTERMEMORY 0.006 0.0119 0.0000 1.000 0.87 2.90 MSGID_3_DOLLARS 0.006 0.0112 0.0000 1.000 0.87 2.90 NO_INVESTMENT 0.006 0.0112 0.0000 1.000 0.87 2.90 VERB_UP_TO_OR_MORES 0.006 0.0112 0.0000 1.000 0.87 2.90 RATWARE_VC_IPA 0.006 0.0112 0.0000 1.000 0.87 2.90 RATWARE_EVAMAIL 0.006 0.0106 0.0000 1.000 0.87 0.00 RATWARE_HASH_2 0.005 0.0094 0.0000 1.000 0.87 0.00 UNDER_BILL_1618 0.005 0.0087 0.0000 1.000 0.87 2.90 HR_4176 0.005 0.0087 0.0000 1.000 0.87 2.41 RCVD_IN_OPM_ROUTER 0.005 0.0087 0.0000 1.000 0.87 0.00 HTML_EMBEDS 0.005 0.0087 0.0000 1.000 0.87 0.00 YOU_WON 0.004 0.0081 0.0000 1.000 0.87 0.00 SAVINGS 0.004 0.0081 0.0000 1.000 0.87 0.00 NA_DOLLARS 0.004 0.0075 0.0000 1.000 0.87 1.65 IDENT_NOBODY 0.004 0.0069 0.0000 1.000 0.87 2.90 DATE_YEAR_ZERO_FIRST 0.003 0.0062 0.0000 1.000 0.87 0.00 FORGED_MUA_MSN 0.003 0.0056 0.0000 1.000 0.87 0.00 URI_IS_POUND 0.003 0.0050 0.0000 1.000 0.87 2.90 THIS_IS_AN_AD 0.002 0.0044 0.0000 1.000 0.87 0.00 WE_HATE_SPAM2 0.002 0.0044 0.0000 1.000 0.87 2.90 X_VMP_TEXT 0.002 0.0044 0.0000 1.000 0.87 2.90 DAILY_PXE 0.002 0.0044 0.0000 1.000 0.87 2.90 OVERWHELMING_GROWTH 0.002 0.0031 0.0000 1.000 0.87 0.00 SEE_FOR_YOURSELF 0.002 0.0031 0.0000 1.000 0.87 2.90 BTAMAIL_HEADER 0.002 0.0031 0.0000 1.000 0.87 0.00 UP_TO_OR_MORES 0.001 0.0025 0.0000 1.000 0.87 0.00 PENNIES_A_DAY 0.001 0.0025 0.0000 1.000 0.87 0.00 URI_HITBOX 0.001 0.0019 0.0000 1.000 0.87 0.00 SUBJ_LIFE_INSURANCE 0.001 0.0019 0.0000 1.000 0.87 2.90 EXCUSE_20 0.001 0.0012 0.0000 1.000 0.87 0.00 STOCK_PICK 0.001 0.0012 0.0000 1.000 0.87 0.00 CONGRATULATIONS 0.000 0.0006 0.0000 1.000 0.87 0.00 NO_FORMS 0.000 0.0006 0.0000 1.000 0.87 2.90 DAILY_PL 0.000 0.0006 0.0000 1.000 0.87 1000.00 GTUBE 0.000 0.0006 0.0000 1.000 0.87 2.90 CHINA_URL 0.829 1.5519 0.0014 0.999 0.87 4.30 RATWARE_RCVD_LC_ESMTP 0.953 1.7840 0.0021 0.999 0.87 1.56 PYZOR_CHECK 0.950 1.7784 0.0021 0.999 0.87 1.10 CLICK_TO_REMOVE_1 1.351 2.5281 0.0043 0.998 0.87 2.54 SUBJ_VIAGRA 0.396 0.7423 0.0007 0.999 0.87 2.90 FINANCIAL 0.594 1.1116 0.0014 0.999 0.87 2.90 BZ_TLD 1.845 3.4501 0.0086 0.998 0.87 1.10 RECEIVE_OFFER 0.347 0.6487 0.0007 0.999 0.87 0.70 RAVAGESOFAGING 1.029 1.9256 0.0036 0.998 0.87 2.73 FORGED_RCVD_NET_HELO 0.723 1.3523 0.0021 0.998 0.87 1.10 VIAGRA_ONLINE 0.514 0.9625 0.0014 0.999 0.87 1.92 FREE_QUOTE 2.327 4.3477 0.0143 0.997 0.87 1.10 BANG_GUARANTEE 1.769 3.3072 0.0093 0.997 0.87 2.53 TRACKER_ID 0.646 1.2089 0.0021 0.998 0.87 3.32 BANG_OPRAH 0.261 0.4884 0.0007 0.999 0.87 0.70 NIGERIAN_BODY3 0.261 0.4878 0.0007 0.999 0.87 2.90 INVALUABLE_MARKETING 0.252 0.4716 0.0007 0.998 0.87 2.90 NUMERIC_HTTP_ADDR 1.690 3.1581 0.0093 0.997 0.87 2.06 RCVD_FAKE_HELO_DOTCOM 1.278 2.3890 0.0064 0.997 0.87 1.25 FORGED_AOL_HTML 0.223 0.4179 0.0007 0.998 0.87 2.36 BANG_QUOTE 3.881 7.2388 0.0378 0.995 0.87 1.58 SUBJ_HAS_SPACES 1.037 1.9393 0.0050 0.997 0.87 2.15 GUARANTEE 0.209 0.3905 0.0007 0.998 0.87 0.25 BILL_1618 0.206 0.3849 0.0007 0.998 0.87 2.90 FAKE_HELO_LYCOS 2.075 3.8748 0.0143 0.996 0.87 1.59 MIME_HTML_MOSTLY 1.375 2.5699 0.0079 0.997 0.87 1.10 FORGED_MUA_IMS 0.353 0.6593 0.0014 0.998 0.87 2.90 ADVERT_CODE 0.859 1.6056 0.0043 0.997 0.87 1.10 MORTGAGE_BEST 1.321 2.4676 0.0079 0.997 0.87 1.15 HTML_LINK_PUSH_HERE 1.633 3.0515 0.0107 0.997 0.87 1.10 GUARANTEED_100_PERCENT 0.177 0.3306 0.0007 0.998 0.87 0.70 NIGERIAN_BODY4 0.136 0.0006 0.2905 0.002 0.87 -0.10 RCVD_IN_BSP_OTHER 4.169 7.7715 0.0471 0.994 0.87 1.81 FROM_HAS_MIXED_NUMS3 0.162 0.3038 0.0007 0.998 0.87 0.70 EXCUSE_24 1.062 1.9836 0.0064 0.997 0.87 2.19 NO_RDNS_DOTCOM_HELO 0.767 1.4334 0.0043 0.997 0.87 2.29 URI_OFFERS 2.119 3.9559 0.0171 0.996 0.87 1.10 PENIS_ENLARGE 0.151 0.2832 0.0007 0.997 0.87 1.87 FORGED_QUALCOMM_TAGS 0.635 1.1864 0.0036 0.997 0.87 1.78 INCREASE_SEX 1.621 3.0271 0.0121 0.996 0.87 2.15 BANG_EXERCISE 0.388 0.7254 0.0021 0.997 0.87 0.70 NIGERIAN_BODY2 1.117 2.0853 0.0079 0.996 0.87 1.54 VIAGRA 0.372 0.6943 0.0021 0.997 0.87 2.90 LOSE_POUNDS 2.160 4.0302 0.0193 0.995 0.87 1.75 DATE_IN_FUTURE_12_24 0.133 0.2489 0.0007 0.997 0.87 0.38 CANNOT_BE_SPAM 0.253 0.4734 0.0014 0.997 0.87 2.90 JODY 0.565 1.0548 0.0036 0.997 0.87 2.75 WHILE_YOU_SLEEP 0.126 0.2364 0.0007 0.997 0.87 0.35 BE_BOSS 1.294 2.4152 0.0100 0.996 0.87 1.10 HG_HORMONE 0.126 0.2352 0.0007 0.997 0.87 0.81 BANKRUPTCY 0.337 0.6300 0.0021 0.997 0.87 2.14 SUBJ_YOUR_DEBT 0.118 0.2202 0.0007 0.997 0.87 2.90 SUBJ_GUARANTEED 0.519 0.9687 0.0036 0.996 0.87 3.25 THE_BEST_RATE 0.115 0.2146 0.0007 0.997 0.87 2.90 NOT_INTENDED 0.320 0.5976 0.0021 0.996 0.87 1.61 LOW_PAYMENT 0.302 0.5639 0.0021 0.996 0.86 1.35 FREE_PORN 1.340 2.4994 0.0121 0.995 0.86 1.10 REMOVE_REMOVAL_1WORD 2.065 3.8499 0.0214 0.994 0.86 3.61 SUBJ_ILLEGAL_CHARS 2.683 5.0007 0.0314 0.994 0.86 1.10 MIME_BASE64_LATIN 4.737 8.8101 0.0750 0.992 0.86 0.50 HTML_LINK_CLICK_CAPS 0.327 0.0031 0.6974 0.004 0.86 -4.30 RCVD_IN_BSP_TRUSTED 0.344 0.6412 0.0029 0.996 0.86 4.30 SORTED_RECIPS 0.830 1.5476 0.0079 0.995 0.86 0.88 EXCUSE_REMOVE 21.270 39.0048 0.9737 0.976 0.86 0.27 HTML_FONT_BIG 0.087 0.1622 0.0007 0.996 0.86 1.78 PORN_15 0.170 0.3169 0.0014 0.996 0.86 2.01 REFINANCE_NOW 5.297 9.8449 0.0928 0.991 0.86 0.17 CLICK_BELOW_CAPS 2.559 4.7662 0.0336 0.993 0.86 1.53 HTML_IMAGE_ONLY_06 0.380 0.7098 0.0036 0.995 0.86 0.99 FROM_WEBMAIL_END_NUMS6 0.448 0.8352 0.0043 0.995 0.86 3.01 NIGERIAN_BODY1 0.076 0.1422 0.0007 0.995 0.86 2.29 APPLY_FREE 1.541 2.8706 0.0186 0.994 0.86 0.83 MAILTO_SUBJ_REMOVE 0.075 0.1391 0.0007 0.995 0.86 0.76 UNSECURED_CREDIT 0.146 0.2726 0.0014 0.995 0.86 0.16 HIDE_WIN_STATUS 1.357 2.5275 0.0164 0.994 0.86 0.66 ALL_NATURAL 1.146 2.1352 0.0136 0.994 0.86 0.50 REMOVE_REMOVAL_2WORD 0.071 0.1316 0.0007 0.995 0.86 2.90 WALAA 1.174 2.1882 0.0143 0.994 0.86 2.01 MARKETING_PARTNERS 1.708 3.1806 0.0228 0.993 0.86 0.73 EXCUSE_19 0.198 0.3693 0.0021 0.994 0.86 2.90 HTML_FORMACTION_MAILTO 2.861 5.3220 0.0457 0.991 0.86 0.95 RCVD_IN_SORBS_MISC 3.016 5.6083 0.0493 0.991 0.86 0.50 X_MSMAIL_PRIORITY_HIGH 0.478 0.8907 0.0057 0.994 0.86 1.54 FORGED_JUNO_RCVD 0.064 0.1185 0.0007 0.994 0.86 2.80 FAKE_HELO_USA_NET 0.186 0.3468 0.0021 0.994 0.86 0.01 CABLE_CONVERTER 9.065 16.7706 0.2477 0.985 0.86 1.20 DNS_FROM_RFCI_DSN 0.061 0.1135 0.0007 0.994 0.86 2.90 NIGERIAN_SUBJECT2 1.584 2.9467 0.0236 0.992 0.86 3.70 RCVD_IN_NJABL_DIALUP 0.171 0.3194 0.0021 0.993 0.86 2.90 BARGAIN_URL 5.124 9.5056 0.1099 0.989 0.86 0.19 MIME_BASE64_NO_NAME 4.627 8.5874 0.0957 0.989 0.86 2.90 DATE_IN_FUTURE_03_06 9.774 18.0587 0.2920 0.984 0.86 0.44 RCVD_IN_SBL 0.669 1.2463 0.0093 0.993 0.86 0.06 HTML_COMMENT_RATIO 0.652 1.2145 0.0093 0.992 0.86 1.56 HAIR_LOSS 0.594 1.1059 0.0086 0.992 0.85 0.57 MORTGAGE_RATES 1.431 2.6622 0.0228 0.991 0.85 3.43 FORGED_MUA_EUDORA 2.763 5.1330 0.0514 0.990 0.85 0.50 PENIS_ENLARGE2 0.102 0.1890 0.0014 0.993 0.85 2.90 CUM_SHOT 0.344 0.6400 0.0050 0.992 0.85 1.89 FREE_GRANT 0.051 0.0948 0.0007 0.993 0.85 1.09 MEET_SINGLES 1.235 2.2967 0.0200 0.991 0.85 0.50 COMPLETELY_FREE 0.148 0.2763 0.0021 0.992 0.85 0.70 FAKE_HELO_MSN 0.050 0.0929 0.0007 0.992 0.85 2.60 SECRET_RECORD 0.244 0.4535 0.0036 0.992 0.85 2.80 INITIAL_INVEST 0.383 0.7130 0.0057 0.992 0.85 0.00 REPLY_TO_ULINE_NUMS 0.289 0.5377 0.0043 0.992 0.85 1.04 ADDR_NUMS_AT_BIGSITE 0.096 0.1784 0.0014 0.992 0.85 1.71 URI_4YOU 0.096 0.1784 0.0014 0.992 0.85 0.85 EXCUSE_13 0.142 0.2651 0.0021 0.992 0.85 0.51 HTML_SHOUTING7 0.095 0.1772 0.0014 0.992 0.85 0.90 PREST_NON_ACCREDITED 0.978 1.8177 0.0164 0.991 0.85 1.00 MORTGAGE_PITCH 0.533 0.9918 0.0086 0.991 0.85 0.39 FROM_STARTS_WITH_NUMS 0.362 0.6737 0.0057 0.992 0.85 3.07 ROUND_THE_WORLD_LOCAL 0.857 1.5925 0.0143 0.991 0.85 2.38 FAKED_HOTMAIL_DAV 1.449 2.6922 0.0257 0.991 0.85 0.41 BANG_MORE 1.075 1.9973 0.0193 0.990 0.85 3.00 BAYES_90 0.171 0.3175 0.0029 0.991 0.85 0.07 LOSEWEIGHT 1.228 2.2805 0.0228 0.990 0.85 0.47 FORGED_HOTMAIL_RCVD 6.757 12.4916 0.1949 0.985 0.85 0.24 RCVD_IN_NJABL_SPAM 1.230 2.2824 0.0250 0.989 0.85 0.40 HTML_COMMENT_SAVED_URL 1.744 3.2361 0.0371 0.989 0.85 0.09 LOW_PRICE 0.266 0.4946 0.0050 0.990 0.85 2.73 DATE_IN_FUTURE_24_48 8.731 16.0976 0.3005 0.982 0.85 0.10 FROM_HAS_MIXED_NUMS 0.037 0.0686 0.0007 0.990 0.85 2.17 STOCK_ALERT 0.840 1.5569 0.0186 0.988 0.84 2.33 GAPPY_SUBJECT 0.776 1.4390 0.0171 0.988 0.84 0.31 HTML_90_100 0.302 0.5595 0.0064 0.989 0.84 0.55 ACT_NOW_CAPS 0.135 0.2514 0.0029 0.989 0.84 0.82 MSGID_FROM_MTA_BACKUP 1.699 3.1488 0.0407 0.987 0.84 0.50 HTML_TITLE_UNTITLED 3.096 5.7281 0.0828 0.986 0.84 0.58 HTML_TABLE_THICK_BORD 2.046 3.7875 0.0528 0.986 0.84 0.50 AS_SEEN_ON 5.586 10.3103 0.1799 0.983 0.84 0.75 BIZ_TLD 0.031 0.0574 0.0007 0.988 0.84 0.17 HEADER_COUNT_CTYPE 0.182 0.3381 0.0043 0.987 0.84 0.12 FORGED_AOL_TAGS 0.694 1.2862 0.0171 0.987 0.84 2.17 FROM_ALL_NUMS 0.149 0.2763 0.0036 0.987 0.84 1.22 SUBJECT_APPROVED 0.178 0.3306 0.0043 0.987 0.84 2.33 SAVE_THOUSANDS 0.029 0.0543 0.0007 0.987 0.84 2.12 EARNINGS 1.679 3.1057 0.0464 0.985 0.84 1.23 BAD_CREDIT 0.086 0.1591 0.0021 0.987 0.84 1.57 FREE_CONSULTATION 0.226 0.4179 0.0057 0.987 0.84 0.36 MILLION_USD 4.356 8.0366 0.1449 0.982 0.84 1.61 DATE_IN_FUTURE_06_12 0.220 0.4079 0.0057 0.986 0.84 1.06 HTTP_ENTITIES_HOST 0.080 0.1485 0.0021 0.986 0.84 0.43 MIME_BASE64_ILLEGAL 1.679 3.1020 0.0500 0.984 0.84 0.82 HTML_IMAGE_RATIO_04 0.183 0.3381 0.0050 0.985 0.84 1.92 BANG_BOSS 2.599 4.7968 0.0828 0.983 0.84 1.39 SUBJ_HAS_UNIQ_ID 1.479 2.7334 0.0443 0.984 0.84 0.17 REMOVE_FROM_LIST 4.053 7.4665 0.1463 0.981 0.83 1.50 X_PRIORITY_HIGH 0.074 0.1366 0.0021 0.985 0.83 0.80 NO_DISAPPOINTMENT 8.233 15.1114 0.3619 0.977 0.83 0.10 MISSING_OUTLOOK_NAME 0.481 0.8882 0.0150 0.983 0.83 0.50 HTML_SHOUTING9 0.047 0.0867 0.0014 0.984 0.83 0.87 GET_STARTED_NOW 0.875 1.6156 0.0286 0.983 0.83 1.18 MIME_MISSING_BOUNDARY 2.267 4.1780 0.0800 0.981 0.83 0.07 HTML_TAG_BALANCE_A 0.022 0.0412 0.0007 0.983 0.83 2.90 OUR_AFFILIATE_PARTNERS 6.344 11.6445 0.2784 0.977 0.83 0.43 NORMAL_HTTP_TO_IP 0.512 0.9438 0.0171 0.982 0.83 1.92 FAKE_HELO_AOL 0.170 0.3131 0.0057 0.982 0.83 2.80 ONE_TIME 4.659 8.5587 0.1956 0.978 0.83 0.38 FORGED_YAHOO_RCVD 2.347 4.3196 0.0892 0.980 0.83 0.85 MAILTO_TO_REMOVE 3.236 5.9489 0.1313 0.978 0.83 0.15 HTTP_EXCESSIVE_ESCAPES 0.101 0.1853 0.0036 0.981 0.82 2.53 FREE_ACCESS 0.200 0.3680 0.0071 0.981 0.82 1.37 CELL_PHONE_BOOST 0.139 0.2570 0.0050 0.981 0.82 1.51 ADDR_FREE 0.118 0.2171 0.0043 0.981 0.82 1.94 GUARANTEED_STUFF 1.943 3.5729 0.0771 0.979 0.82 0.06 HTML_FONTCOLOR_GREEN 0.098 0.1796 0.0036 0.981 0.82 1.64 BLANK_LINES_80_90 4.536 8.3173 0.2077 0.976 0.82 0.67 HTML_TAG_BALANCE_HTML 0.057 0.1042 0.0021 0.980 0.82 2.44 SUBJ_2_CREDIT 0.891 1.6380 0.0357 0.979 0.82 1.87 FAKE_HELO_YAHOO 0.055 0.1017 0.0021 0.979 0.82 1.69 WE_PROMISE_YOU 0.055 0.1011 0.0021 0.979 0.82 1.98 FROM_HAS_MIXED_NUMS2 0.553 1.0161 0.0221 0.979 0.82 2.13 MLM 0.163 0.2994 0.0064 0.979 0.82 2.39 ONE_TIME_MAILING 0.476 0.8745 0.0193 0.978 0.82 2.63 SUSPICIOUS_RECIPS 0.018 0.0331 0.0007 0.979 0.82 0.00 OPT_OUT_CAPS 0.712 1.3080 0.0300 0.978 0.82 1.10 DOMAIN_4U2 5.488 10.0402 0.2791 0.973 0.82 0.91 OFFERS_ETC 4.156 7.6112 0.2027 0.974 0.82 3.54 RCVD_IN_DYNABLOCK 0.103 0.1896 0.0043 0.978 0.82 2.80 SAVE_ON_INSURANCE 0.137 0.2514 0.0057 0.978 0.82 2.80 FORGED_MUA_THEBAT_CS 0.852 1.5632 0.0371 0.977 0.82 1.12 EXTRA_MPART_TYPE 0.397 0.7286 0.0171 0.977 0.81 2.86 BAYES_80 0.828 1.5195 0.0364 0.977 0.81 0.80 SUB_FREE_OFFER 0.246 0.4516 0.0107 0.977 0.81 1.62 SUPPLIES_LIMITED 0.048 0.0886 0.0021 0.976 0.81 0.22 PORN_16 0.991 1.8177 0.0457 0.975 0.81 0.40 SUBJ_FREE_CAP 0.317 0.5814 0.0143 0.976 0.81 2.42 EXCUSE_12 16.715 30.2178 1.2621 0.960 0.81 0.10 HTML_LINK_CLICK_HERE 4.191 7.6599 0.2213 0.972 0.81 0.35 HTML_TAG_BALANCE_BODY 0.424 0.7772 0.0200 0.975 0.81 0.77 DO_IT_TODAY 9.386 17.0675 0.5961 0.966 0.81 0.38 HTML_70_80 0.870 1.5937 0.0421 0.974 0.81 2.80 FORGED_MUA_MOZILLA 0.740 1.3561 0.0357 0.974 0.81 0.58 BANG_MONEY 0.300 0.5502 0.0143 0.975 0.81 2.31 BAYES_70 0.298 0.5464 0.0143 0.975 0.81 1.40 X_LIBRARY 0.342 0.6263 0.0164 0.974 0.81 2.27 NO_QS_ASKED 0.088 0.1616 0.0043 0.974 0.81 1.95 NASTY_GIRLS 5.034 9.1787 0.2905 0.969 0.81 0.10 EXCUSE_3 0.059 0.1073 0.0029 0.974 0.81 1.57 SERIOUS_CASH 0.222 0.4054 0.0114 0.973 0.80 0.06 LOW_INTEREST 3.359 6.1248 0.1935 0.969 0.80 1.12 HTML_WEB_BUGS 0.419 0.7654 0.0221 0.972 0.80 0.75 RCVD_IN_SORBS_ZOMBIE 13.212 23.8747 1.0087 0.959 0.80 0.10 HTML_FONTCOLOR_RED 48.418 84.7189 6.8757 0.925 0.80 0.00 HTML_MESSAGE 4.743 8.6323 0.2927 0.967 0.80 0.13 HTML_TAG_EXISTS_TBODY 0.304 0.5558 0.0164 0.971 0.80 0.07 REPLY_TO_EMPTY 0.013 0.0243 0.0007 0.971 0.80 2.80 NO_CATCH 0.013 0.0243 0.0007 0.971 0.80 0.03 NIGERIAN_SUBJECT1 7.361 13.3611 0.4940 0.964 0.80 0.10 HTML_FONTCOLOR_UNKNOWN 0.091 0.1665 0.0050 0.971 0.80 0.07 HTML_SHOUTING8 0.295 0.5389 0.0164 0.970 0.80 2.67 RATWARE_HASH_2_V2 0.497 0.9063 0.0278 0.970 0.80 0.88 HTML_RELAYING_FRAME 0.099 0.1796 0.0057 0.969 0.79 0.76 SELECTED_YOU 34.053 60.2005 4.1303 0.936 0.79 0.09 RCVD_IN_SORBS 0.180 0.3287 0.0107 0.968 0.79 2.23 LIVE_PORN 0.024 0.0437 0.0014 0.968 0.79 0.15 LYING_EYES 2.102 3.8187 0.1363 0.966 0.79 0.36 ORDER_NOW 0.193 0.3506 0.0121 0.967 0.79 0.22 REMOVE_REMOVAL_NEAR 0.090 0.1628 0.0057 0.966 0.79 1.17 FREE_SAMPLE 0.144 0.2620 0.0093 0.966 0.79 2.49 DATE_IN_FUTURE_96_XX 32.326 57.0324 4.0511 0.934 0.78 0.09 RCVD_IN_NJABL 0.951 1.7266 0.0642 0.964 0.78 0.94 HTML_IMAGE_RATIO_06 1.058 1.9193 0.0721 0.964 0.78 0.48 LIMITED_TIME_ONLY 0.107 0.1946 0.0071 0.965 0.78 2.16 FREE_MEMBERSHIP 0.011 0.0193 0.0007 0.964 0.78 2.49 WANTS_CREDIT_CARD 1.815 3.2873 0.1299 0.962 0.78 0.67 HTML_TAG_BALANCE_TABLE 0.021 0.0374 0.0014 0.963 0.78 2.01 AMAZING_STUFF 0.779 1.4110 0.0550 0.963 0.78 0.87 REMOVAL_INSTRUCTIONS 0.234 0.4248 0.0164 0.963 0.78 1.68 BEST_PORN 0.544 0.9849 0.0385 0.962 0.78 0.45 LOTS_OF_STUFF 6.177 11.1349 0.5040 0.957 0.78 0.10 HTML_FONTCOLOR_UNSAFE 0.454 0.8215 0.0328 0.962 0.78 0.81 OPT_IN_CAPS 1.048 1.8963 0.0778 0.961 0.77 0.15 EXCUSE_10 0.675 1.2201 0.0507 0.960 0.77 1.17 INVALID_MSGID 0.096 0.1734 0.0071 0.960 0.77 2.23 FROM_NO_USER 5.174 9.3147 0.4362 0.955 0.77 0.01 HTML_80_90 10.376 18.5858 0.9815 0.950 0.77 0.36 HTML_60_70 0.019 0.0337 0.0014 0.959 0.77 0.59 CASH_BONUS 0.009 0.0168 0.0007 0.959 0.77 1.23 FREE_INSTALL 0.130 0.2345 0.0100 0.959 0.77 0.90 OPPORTUNITY 0.074 0.1335 0.0057 0.959 0.77 1.92 MUST_BE_18 3.785 6.8128 0.3198 0.955 0.77 0.37 RAZOR2_CF_RANGE_11_50 0.037 0.0661 0.0029 0.959 0.77 0.62 BUY_DIRECT 1.580 2.8481 0.1278 0.957 0.77 0.53 HTML_IMAGE_ONLY_08 0.045 0.0817 0.0036 0.958 0.77 2.60 JOIN_MILLIONS 0.171 0.3081 0.0136 0.958 0.77 0.00 UPPERCASE_75_100 0.606 1.0928 0.0493 0.957 0.76 0.05 HOME_EMPLOYMENT 0.106 0.1902 0.0086 0.957 0.76 0.12 HTML_COMMENT_8BITS 11.817 21.0721 1.2250 0.945 0.76 0.10 HTML_FONTCOLOR_BLUE 1.600 2.8799 0.1356 0.955 0.76 0.61 HTML_IMAGE_ONLY_10 0.009 0.0156 0.0007 0.956 0.76 0.04 SUBJ_NOW_ONLY 2.611 4.6882 0.2349 0.952 0.76 0.32 EXCUSE_14 0.140 0.2526 0.0121 0.954 0.76 0.43 SUBJ_BUY 8.995 16.0340 0.9394 0.945 0.76 0.70 HTML_50_60 0.994 1.7840 0.0899 0.952 0.75 1.38 PORN_4 0.144 0.2589 0.0128 0.953 0.75 0.87 SUB_HELLO 0.984 1.7653 0.0899 0.952 0.75 0.59 RISK_FREE 0.546 0.0574 1.1057 0.049 0.75 -5.40 BAYES_01 1.885 3.3733 0.1820 0.949 0.75 0.05 FORGED_HOTMAIL_RCVD2 0.015 0.0274 0.0014 0.951 0.75 2.90 KIFF 0.229 0.4098 0.0214 0.950 0.75 1.29 THIS_AINT_SPAM 0.008 0.0137 0.0007 0.951 0.75 0.00 HTML_SHOUTING5 0.008 0.0137 0.0007 0.951 0.75 1.97 SEX_FEST 0.067 0.1204 0.0064 0.949 0.74 2.70 SUBJ_AS_SEEN 0.149 0.2663 0.0143 0.949 0.74 2.90 EXCUSE_4 0.080 0.1435 0.0079 0.948 0.74 1.69 TARGETED 0.036 0.0636 0.0036 0.947 0.74 1.29 BEEN_TURNED_DOWN 0.057 0.1011 0.0057 0.947 0.74 0.77 SUBJ_FOR_ONLY 0.225 0.4011 0.0228 0.946 0.74 1.89 DEAR_FRIEND 0.007 0.0125 0.0007 0.946 0.74 1.80 CENTS_ON_DOLLAR 0.062 0.1104 0.0064 0.945 0.73 1.14 CELEBRITY_PORN 0.041 0.0736 0.0043 0.945 0.73 2.70 PAY_SITE 4.383 7.7728 0.5040 0.939 0.73 0.18 HTML_FONT_FACE_ODD 2.454 4.3595 0.2734 0.941 0.73 0.92 MSGID_FROM_MTA_HEADER 3.211 5.6975 0.3648 0.940 0.73 0.95 NO_DNS_FOR_FROM 0.836 1.4871 0.0914 0.942 0.73 0.95 FROM_HAS_ULINE_NUMS 0.053 0.0942 0.0057 0.943 0.73 0.38 MSGID_NO_HOST 0.637 1.1315 0.0714 0.941 0.73 2.00 BLANK_LINES_70_80 5.250 9.2792 0.6382 0.936 0.72 0.87 HTML_40_50 0.101 0.1796 0.0114 0.940 0.72 2.80 MONEY_MAKING 1.313 2.3260 0.1528 0.938 0.72 0.69 NO_COST 0.274 0.4865 0.0314 0.939 0.72 1.21 OPT_HEADER 0.031 0.0555 0.0036 0.940 0.72 1.06 UNCLAIMED_MONEY 2.546 4.5030 0.3062 0.936 0.72 0.90 RCVD_IN_NJABL_RELAY 0.239 0.4235 0.0278 0.938 0.72 1.54 DATE_MISSING 0.159 0.2826 0.0186 0.938 0.72 1.57 DONT_DELETE 0.074 0.1304 0.0086 0.938 0.72 0.85 EXTRA_CASH 0.110 0.1940 0.0128 0.938 0.72 2.28 SEDUCTION 3.088 5.4530 0.3812 0.935 0.72 0.70 PRIORITY_NO_NAME 0.012 0.0212 0.0014 0.937 0.72 2.40 MIME_BOUND_DIGITS_7 0.006 0.0106 0.0007 0.937 0.72 0.03 CBYI 0.464 0.8203 0.0564 0.936 0.71 0.34 TO_MALFORMED 0.059 0.1042 0.0071 0.936 0.71 0.40 YOUR_INCOME 0.963 1.7010 0.1185 0.935 0.71 1.78 DATE_IN_PAST_96_XX 0.560 0.9887 0.0700 0.934 0.71 0.79 UPPERCASE_50_75 0.314 0.5539 0.0400 0.933 0.71 1.10 BAYES_60 2.710 4.7650 0.3591 0.930 0.71 0.80 DATE_IN_PAST_06_12 9.323 16.2835 1.3570 0.923 0.70 1.39 RCVD_IN_RFCI 1.519 2.6716 0.1999 0.930 0.70 0.06 HTML_FONT_FACE_BAD 4.587 8.0435 0.6318 0.927 0.70 0.32 DATE_IN_PAST_03_06 2.391 4.2017 0.3198 0.929 0.70 0.04 INVALID_DATE 1.393 2.4495 0.1842 0.930 0.70 1.34 WEIRD_PORT 0.345 0.6057 0.0464 0.929 0.70 1.18 MIME_BOUND_DASH_DIGIT 0.053 0.0936 0.0071 0.929 0.70 2.30 COMMUNIGATE 0.016 0.0281 0.0021 0.929 0.70 1.40 NIGERIAN_SCAM_VIRTUE 0.079 0.1385 0.0107 0.928 0.70 2.51 ACCEPT_CREDIT_CARDS 10.880 18.8727 1.7325 0.916 0.69 1.00 FROM_ENDS_IN_NUMS 0.057 0.0992 0.0079 0.927 0.69 2.70 BUGGY_CGI 0.102 0.1790 0.0143 0.926 0.69 0.58 FAKE_HELO_NETSCAPE_COM 0.112 0.1952 0.0157 0.926 0.69 1.18 SUBJ_DOLLARS 18.945 32.5482 3.3765 0.906 0.69 0.10 CLICK_BELOW 0.927 1.6199 0.1335 0.924 0.69 0.34 REMOVE_SUBJ 0.025 0.0437 0.0036 0.924 0.69 1.85 BARELY_LEGAL 0.642 1.1203 0.0942 0.922 0.68 0.62 WORK_AT_HOME 0.754 1.3118 0.1149 0.919 0.68 0.60 HTML_IMAGE_RATIO_08 1.117 1.9418 0.1727 0.918 0.67 0.95 NO_OBLIGATION 0.884 1.5376 0.1371 0.918 0.67 0.57 HTTP_WITH_EMAIL_IN_URL 3.091 5.3588 0.4947 0.915 0.67 0.69 UPPERCASE_25_50 1.553 2.6972 0.2441 0.917 0.67 0.94 MIME_BOUND_NEXTPART 0.105 0.1828 0.0164 0.918 0.67 0.45 LINK_TO_NO_SCHEME 0.036 0.0624 0.0057 0.916 0.67 1.70 AOL_USERS_LINK 0.244 0.4235 0.0393 0.915 0.67 0.23 ADULT_SITE 0.235 0.4067 0.0378 0.915 0.67 2.50 GET_PAID 0.335 0.5801 0.0543 0.914 0.66 0.14 WHILE_SUPPLIES 0.856 1.4814 0.1399 0.914 0.66 0.21 HOT_NASTY 0.219 0.3786 0.0357 0.914 0.66 1.37 WEIRD_QUOTING 0.035 0.0605 0.0057 0.914 0.66 1.64 THE_FOLLOWING_FORM 0.197 0.0362 0.3812 0.087 0.66 -4.70 BAYES_10 0.013 0.0225 0.0021 0.913 0.66 2.03 FAKE_HELO_MAIL_RU 1.383 2.3878 0.2327 0.911 0.66 0.79 HTML_IMAGE_ONLY_12 0.247 0.4267 0.0414 0.912 0.66 1.01 NO_EXPERIENCE 0.244 0.4210 0.0414 0.910 0.66 1.07 EXCUSE_11 0.013 0.0218 0.0021 0.911 0.66 1.04 FREE_PREVIEW 1.208 2.0821 0.2077 0.909 0.65 0.67 MANY_EXCLAMATIONS 2.340 4.0264 0.4097 0.908 0.65 0.45 HTML_TITLE_EMPTY 0.033 0.0568 0.0057 0.909 0.65 2.41 ROUND_THE_WORLD 0.286 0.4922 0.0507 0.907 0.65 1.61 DEAR_SOMETHING 0.057 0.0973 0.0100 0.907 0.65 0.22 X_ESMTP 0.068 0.1160 0.0121 0.905 0.64 0.00 LINES_OF_YELLING_2 3.308 5.6601 0.6160 0.902 0.64 0.84 HTML_30_40 0.561 0.9625 0.1014 0.905 0.64 0.54 HTML_IMAGE_RATIO_10 0.492 0.8433 0.0907 0.903 0.64 0.70 US_DOLLARS_3 0.070 0.1191 0.0128 0.903 0.64 2.60 DISGUISE_PORN 0.697 1.1920 0.1313 0.901 0.63 0.00 CASHCASHCASH 0.176 0.0374 0.3348 0.101 0.63 -2.60 BAYES_20 0.015 0.0256 0.0029 0.900 0.63 1.46 MIME_BOUND_HEX_24 0.034 0.0574 0.0064 0.899 0.63 2.40 PRIZE 0.177 0.3013 0.0343 0.898 0.63 0.39 SUBJ_YOUR_OWN 0.514 0.8751 0.1007 0.897 0.63 0.65 ALL_CAP_PORN 0.034 0.0580 0.0071 0.890 0.61 0.98 START_NOW_CAPS 0.262 0.4398 0.0578 0.884 0.60 1.48 DOMAIN_BODY 0.057 0.0954 0.0128 0.881 0.59 2.60 RICH 0.009 0.0156 0.0021 0.879 0.59 1.54 FREE_LEADS 0.084 0.1397 0.0193 0.879 0.59 0.28 HTML_IMAGE_AREA_05 0.037 0.0618 0.0086 0.878 0.59 0.79 EXCUSE_6 0.042 0.0699 0.0100 0.875 0.58 2.20 NEW_DOMAIN_EXTENSIONS 0.170 0.2819 0.0421 0.870 0.57 0.00 LINES_OF_YELLING 0.033 0.0549 0.0086 0.865 0.56 2.50 OFFSHORE_SCAM 0.044 0.0717 0.0114 0.863 0.55 0.41 REPLY_REMOVE_SUBJECT 0.985 1.6174 0.2613 0.861 0.55 0.55 SUBJ_ALL_CAPS 0.008 0.0131 0.0021 0.859 0.55 2.20 FORWARD_LOOKING 0.024 0.0387 0.0064 0.858 0.54 1.64 LONG_DISTANCE 0.013 0.0206 0.0036 0.852 0.53 1.26 PRINT_FORM_SIGNATURE 0.040 0.0649 0.0114 0.850 0.53 1.54 NO_STRINGS 0.488 0.7922 0.1406 0.849 0.53 0.36 WHY_WAIT 0.366 0.5913 0.1078 0.846 0.52 0.32 HTML_IMAGE_RATIO_12 0.073 0.1173 0.0214 0.846 0.52 2.50 MILLION_EMAIL 1.821 2.9311 0.5511 0.842 0.52 0.06 EXCUSE_16 0.178 0.0586 0.3141 0.157 0.52 -0.93 BAYES_30 0.481 0.7716 0.1485 0.839 0.51 0.27 SAVE_UP_TO 2.230 3.5611 0.7074 0.834 0.50 0.69 HTML_20_30 0.446 0.7130 0.1399 0.836 0.50 0.86 UNSUB_SCRIPT 0.281 0.4485 0.0899 0.833 0.50 0.49 TO_HAS_SPACES 0.432 0.6880 0.1385 0.832 0.50 1.05 MIME_QP_DEFICIENT 0.007 0.0106 0.0021 0.832 0.49 1.36 INCOME 0.791 1.2550 0.2591 0.829 0.49 1.05 PLING_PLING 0.004 0.0069 0.0014 0.828 0.49 0.00 HTML_IMAGE_RATIO_14 0.196 0.3106 0.0650 0.827 0.49 1.60 FROM_NO_LOWER 2.321 3.6665 0.7817 0.824 0.49 0.42 EXCUSE_1 0.062 0.0979 0.0207 0.826 0.48 2.30 ADVERT_CODE2 0.031 0.0493 0.0107 0.821 0.48 1.61 HTML_IMAGE_AREA_07 0.033 0.0524 0.0114 0.821 0.47 2.41 RCVD_IN_SORBS_WEB 0.368 0.5776 0.1285 0.818 0.47 0.00 REMOVE_IN_QUOTES 5.062 7.8433 1.8781 0.807 0.46 0.24 MIME_QP_LONG_LINE 0.584 0.9095 0.2113 0.811 0.46 0.01 PLING_QUERY 1.487 2.3111 0.5432 0.810 0.46 0.76 DATE_IN_PAST_12_24 1.226 1.8682 0.4911 0.792 0.43 0.44 TO_ADDRESS_EQ_REAL 2.132 3.2193 0.8887 0.784 0.41 0.50 MAILTO_TO_SPAM_ADDR 0.009 0.0131 0.0036 0.786 0.41 0.20 MSGID_THREESIXSIX 0.010 0.0156 0.0043 0.785 0.41 0.00 HTML_SHOUTING4 0.010 0.0156 0.0043 0.785 0.41 1.93 LUXURY_CAR 0.922 1.3910 0.3848 0.783 0.41 0.02 OPT_IN 1.390 2.0915 0.5882 0.780 0.41 1.27 RCVD_NUMERIC_HELO 2.244 3.3528 0.9744 0.775 0.40 0.93 FOR_FREE 0.406 0.6069 0.1763 0.775 0.40 0.93 MIME_QP_NO_CHARSET 0.178 0.2651 0.0778 0.773 0.39 0.06 HTML_WIN_BLUR 0.167 0.2483 0.0750 0.768 0.39 0.06 VACATION_SCAM 0.049 0.0730 0.0221 0.767 0.38 0.94 DRASTIC_REDUCED 0.114 0.1672 0.0528 0.760 0.37 0.63 LARGE_HEX 0.017 0.0243 0.0079 0.756 0.37 0.72 FROM_AND_TO_SAME 0.010 0.0150 0.0050 0.750 0.36 0.43 EXCUSE_18 0.022 0.0312 0.0114 0.732 0.33 0.30 FAKE_HELO_SHAW_CA 16.963 23.4075 9.5876 0.709 0.33 0.34 NO_REAL_NAME 0.015 0.0206 0.0079 0.724 0.32 2.12 FIND_ANYTHING 0.022 0.0299 0.0121 0.712 0.30 0.68 GET_IT_NOW 0.007 0.0100 0.0043 0.700 0.29 0.52 USER_4U2 1.602 2.1383 0.9872 0.684 0.27 1.49 EARN_MONEY 0.883 1.1533 0.5732 0.668 0.25 1.17 FAKE_HELO_HOTMAIL 0.595 0.7666 0.3990 0.658 0.24 0.14 FREE_TRIAL 0.011 0.0137 0.0079 0.636 0.21 0.00 HTML_EVENT_UNSAFE 0.072 0.0880 0.0543 0.618 0.19 1.66 TO_NO_USER 0.018 0.0218 0.0136 0.617 0.19 0.00 RCVD_IN_NJABL_CGI 0.007 0.0087 0.0057 0.605 0.18 0.00 HERBAL_VIAGRA 0.214 0.2426 0.1813 0.572 0.15 1.60 TO_EMPTY 0.005 0.0056 0.0043 0.567 0.14 0.00 BE_AMAZED 0.008 0.0087 0.0071 0.550 0.13 0.21 HTTP_CTRL_CHARS_HOST 0.000 0.0000 0.0000 0.500 0.09 0.00 ONCE_IN_LIFETIME 0.000 0.0000 0.0000 0.500 0.09 0.00 WWW_CLIK4YOU_COM 0.000 0.0000 0.0000 0.500 0.09 0.00 NO_SELLING 0.000 0.0000 0.0000 0.500 0.09 0.00 CREDIT_CARD 0.000 0.0000 0.0000 0.500 0.09 0.00 INTL_EXEC_GUILD 0.000 0.0000 0.0000 0.500 0.09 0.00 CHANGE_TERMS 0.000 0.0000 0.0000 0.500 0.09 0.00 FAKE_HELO_FLASHMAIL 0.000 0.0000 0.0000 0.500 0.09 0.00 DATE_IN_FUTURE_48_96 0.000 0.0000 0.0000 0.500 0.09 0.00 UNIVERSITY_DIPLOMAS 0.000 0.0000 0.0000 0.500 0.09 0.00 MORTGAGE_WAITING 0.000 0.0000 0.0000 0.500 0.09 0.00 WHY_PAY_MORE 0.000 0.0000 0.0000 0.500 0.09 0.00 INTL_DRIVERS_LICENSE 0.000 0.0000 0.0000 0.500 0.09 0.00 CREDIT_BUREAU 0.000 0.0000 0.0000 0.500 0.09 0.00 DOMAINS_CHEAP 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_COMMENT_EMAIL 0.000 0.0000 0.0000 0.500 0.09 0.00 SUBJ_REMOVE 0.000 0.0000 0.0000 0.500 0.09 0.00 BAYES_56 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_GR 0.000 0.0000 0.0000 0.500 0.09 16.00 HABEAS_VIOLATOR 0.000 0.0000 0.0000 0.500 0.09 0.00 MICRO_CAP_WARNING 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_IMAGE_AREA_04 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_CHARSET_V2 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_FONT_LOW_CONTRAST 0.000 0.0000 0.0000 0.500 0.09 0.00 PHONE_CANCER 0.000 0.0000 0.0000 0.500 0.09 0.00 PRODUCED_AND_SENT_OUT 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_DIRECT_EMAIL 0.000 0.0000 0.0000 0.500 0.09 0.00 NO_FEE 0.000 0.0000 0.0000 0.500 0.09 0.00 FULL_REFUND 0.000 0.0000 0.0000 0.500 0.09 0.00 X_MIME_KEY 0.000 0.0000 0.0000 0.500 0.09 0.00 WORRY_FREE 0.000 0.0000 0.0000 0.500 0.09 0.00 ID_REPLY_TO_REPLY 0.000 0.0000 0.0000 0.500 0.09 0.00 BULK_EMAIL 0.000 0.0000 0.0000 0.500 0.09 0.00 SAVE_MONEY 0.000 0.0000 0.0000 0.500 0.09 0.00 MICROSOFT 0.000 0.0000 0.0000 0.500 0.09 0.00 OPT_OUT 0.000 0.0000 0.0000 0.500 0.09 0.00 FRIEND_PUBLIC 0.000 0.0000 0.0000 0.500 0.09 0.00 DIET 0.000 0.0000 0.0000 0.500 0.09 0.00 SUBJ_HAS_TIME_ID 0.000 0.0000 0.0000 0.500 0.09 0.00 JAVASCRIPT_URI 0.000 0.0000 0.0000 0.500 0.09 0.00 ADDRESSES_ON_CD 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_WIN_OPEN 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_TAG_EXISTS_PARAM 0.000 0.0000 0.0000 0.500 0.09 0.00 OUR_PUBLICATIONS 0.000 0.0000 0.0000 0.500 0.09 0.00 NIGERIAN_SUBJECT6 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_DIFFOND 0.000 0.0000 0.0000 0.500 0.09 0.00 OFFER 0.000 0.0000 0.0000 0.500 0.09 0.00 ENHANCE_WEBSITE 0.000 0.0000 0.0000 0.500 0.09 0.00 MARKUP_SSPL 0.000 0.0000 0.0000 0.500 0.09 0.00 DATE_IN_PAST_24_48 0.000 0.0000 0.0000 0.500 0.09 0.00 NO_AGE 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_10_20 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_WIN_FOCUS 0.000 0.0000 0.0000 0.500 0.09 0.00 FAKE_HELO_NETZERO 0.000 0.0000 0.0000 0.500 0.09 0.00 TO_INVESTORS 0.000 0.0000 0.0000 0.500 0.09 0.00 FREE_DVD 0.000 0.0000 0.0000 0.500 0.09 0.00 SERIOUS_ONLY 0.000 0.0000 0.0000 0.500 0.09 0.00 CALL_FREE 0.000 0.0000 0.0000 0.500 0.09 0.00 SAFEGUARD_NOTICE 0.000 0.0000 0.0000 0.500 0.09 0.00 EMAIL_MARKETING 0.000 0.0000 0.0000 0.500 0.09 0.00 S_1618 0.000 0.0000 0.0000 0.500 0.09 2.90 OUR_PRIVACY_POLICY 0.000 0.0000 0.0000 0.500 0.09 0.00 MASS_EMAIL 0.000 0.0000 0.0000 0.500 0.09 0.00 LINES_OF_YELLING_3 0.000 0.0000 0.0000 0.500 0.09 0.00 ONLY_COST 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_FLOAT 0.000 0.0000 0.0000 0.500 0.09 0.00 CALL_NOW 0.000 0.0000 0.0000 0.500 0.09 0.00 EXCUSE_8 0.000 0.0000 0.0000 0.500 0.09 0.00 DIRECT_EMAIL 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_TAG_BALANCE_FONT 0.000 0.0000 0.0000 0.500 0.09 0.00 INSTANT_ACCESS 0.000 0.0000 0.0000 0.500 0.09 0.00 COMPLAIN_TO 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_CARETOP 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_FONT_FACE_CAPS 0.000 0.0000 0.0000 0.500 0.09 0.00 BILLION_DOLLARS 0.000 0.0000 0.0000 0.500 0.09 0.00 DATE_IN_PAST_48_96 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_FONTCOLOR_GRAY 0.000 0.0000 0.0000 0.500 0.09 0.00 MAILTO_TO_B2BMAIL 0.000 0.0000 0.0000 0.500 0.09 0.00 BAYES_50 0.000 0.0000 0.0000 0.500 0.09 0.00 PORN_GALLERIES 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_SHOUTING6 0.000 0.0000 0.0000 0.500 0.09 0.00 SAVE_BUCKS 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_IMKTG 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_LC_OUTLOOK 0.000 0.0000 0.0000 0.500 0.09 0.00 VJESTIKA 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_TAG_BALANCE_HEAD 0.000 0.0000 0.0000 0.500 0.09 0.00 ASKS_BILLING_ADDRESS 0.000 0.0000 0.0000 0.500 0.09 0.00 HELPED_FINANCE 0.000 0.0000 0.0000 0.500 0.09 0.00 TO_FILENAME 0.000 0.0000 0.0000 0.500 0.09 -0.00 BAYES_44 0.000 0.0000 0.0000 0.500 0.09 0.00 GENTLE_FEROCITY 0.000 0.0000 0.0000 0.500 0.09 0.00 FANTASTIC 0.000 0.0000 0.0000 0.500 0.09 0.00 MURKOWSKI_CRUFT 0.000 0.0000 0.0000 0.500 0.09 0.00 UNSUB_PAGE 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_IMAGE_AREA_08 0.000 0.0000 0.0000 0.500 0.09 0.00 SHOPPING_SPREE 0.000 0.0000 0.0000 0.500 0.09 0.00 EXCUSE_2 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_IMAGE_RATIO_02 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_CHARSET 0.000 0.0000 0.0000 0.500 0.09 0.00 EXPERTS_SHOW_HOW 0.000 0.0000 0.0000 0.500 0.09 0.00 ASCII_FORM_ENTRY 0.000 0.0000 0.0000 0.500 0.09 0.00 RCVD_IN_BL_SPAMCOP_NET 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_RCVD_BONUS_SPC 0.000 0.0000 0.0000 0.500 0.09 0.00 PRIORITY_MAIL 0.000 0.0000 0.0000 0.500 0.09 0.00 MIME_QP_EXCESSIVE 0.000 0.0000 0.0000 0.500 0.09 0.00 MIME_BOUND_MA 0.000 0.0000 0.0000 0.500 0.09 0.00 RCVD_IN_MAPS_RSS 0.000 0.0000 0.0000 0.500 0.09 0.00 DOMAIN_SUBJECT 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_TAG_EXISTS_BASE 0.000 0.0000 0.0000 0.500 0.09 0.00 RCVD_IN_SORBS_SPAM 0.000 0.0000 0.0000 0.500 0.09 0.00 NO_MEDICAL 0.000 0.0000 0.0000 0.500 0.09 0.00 X_FIX_PRESENT 0.000 0.0000 0.0000 0.500 0.09 0.00 RCVD_IN_SORBS_BLOCK 0.000 0.0000 0.0000 0.500 0.09 0.00 RCVD_IN_MAPS_DUL 0.000 0.0000 0.0000 0.500 0.09 0.00 IN_ACCORDANCE_WITH 0.000 0.0000 0.0000 0.500 0.09 0.00 POST_IN_RCVD 0.000 0.0000 0.0000 0.500 0.09 0.00 SPAM_FORM_INPUT 0.000 0.0000 0.0000 0.500 0.09 0.00 INCREDIBLE 0.000 0.0000 0.0000 0.500 0.09 0.00 MIME_BOUND_HASHES 0.000 0.0000 0.0000 0.500 0.09 0.00 FORGED_RCVD_HELO 0.000 0.0000 0.0000 0.500 0.09 0.00 CLICK_TO_REMOVE_2 0.000 0.0000 0.0000 0.500 0.09 0.00 MANY_FROMS 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_ALL_CAPS 0.000 0.0000 0.0000 0.500 0.09 0.00 RAPE 0.000 0.0000 0.0000 0.500 0.09 0.00 OUR_COMPENSATION 0.000 0.0000 0.0000 0.500 0.09 0.00 MIME_BOUND_TEP 0.000 0.0000 0.0000 0.500 0.09 0.00 HIDDEN_CHARGES 0.000 0.0000 0.0000 0.500 0.09 0.00 MIME_BOUND_DIGITS_4 0.000 0.0000 0.0000 0.500 0.09 0.00 RCVD_IN_MAPS_RBL 0.000 0.0000 0.0000 0.500 0.09 0.00 BLANK_LINES_90_100 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_WITH_BGCOLOR 0.000 0.0000 0.0000 0.500 0.09 0.00 SPAM_FORM 0.000 0.0000 0.0000 0.500 0.09 0.00 FALLING_INTEREST 0.000 0.0000 0.0000 0.500 0.09 0.00 MISSING_HEADERS 0.000 0.0000 0.0000 0.500 0.09 -0.00 BAYES_40 0.000 0.0000 0.0000 0.500 0.09 0.00 MAILTO_LINK 0.000 0.0000 0.0000 0.500 0.09 0.00 MORTGAGE_NETWORK 0.000 0.0000 0.0000 0.500 0.09 0.00 MSGID_FROM_MTA_LATER 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_SHOUTING3 0.000 0.0000 0.0000 0.500 0.09 0.00 E_MAILPROMO_URL 0.000 0.0000 0.0000 0.500 0.09 2.90 AZOOGLE 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_FONTCOLOR_YELLOW 0.000 0.0000 0.0000 0.500 0.09 0.00 INCREASE_SOMETHING 0.000 0.0000 0.0000 0.500 0.09 0.00 AUTO_EMAIL_REMOVAL 0.000 0.0000 0.0000 0.500 0.09 0.00 RCVD_IN_NJABL_MULTI 0.000 0.0000 0.0000 0.500 0.09 0.00 SEARCH_ENGINE_PROMO 0.000 0.0000 0.0000 0.500 0.09 0.00 X_MAILER_GIBBERISH 0.000 0.0000 0.0000 0.500 0.09 0.00 BUY_JUDGEMENTS 0.000 0.0000 0.0000 0.500 0.09 0.00 GREAT_OFFER 0.000 0.0000 0.0000 0.500 0.09 0.00 SUBJ_DOUBLE_YOUR 0.000 0.0000 0.0000 0.500 0.09 0.00 CHILD_SUPPORT 0.000 0.0000 0.0000 0.500 0.09 0.00 FREE_CELL_PHONE 0.000 0.0000 0.0000 0.500 0.09 0.00 MAILTO_WITH_SUBJ 0.000 0.0000 0.0000 0.500 0.09 0.00 NO_MIDDLEMAN 0.000 0.0000 0.0000 0.500 0.09 0.00 NEW_CUSTOMER 0.000 0.0000 0.0000 0.500 0.09 2.90 RCVD_BY_QVES_COM 0.000 0.0000 0.0000 0.500 0.09 0.00 ONLINE_BIZ_OPS 0.000 0.0000 0.0000 0.500 0.09 0.00 TRACE_BY_SSN 0.000 0.0000 0.0000 0.500 0.09 0.00 EJACULATION 0.000 0.0000 0.0000 0.500 0.09 0.00 RUSSIAN_UCE_SUBJECT 0.000 0.0000 0.0000 0.500 0.09 0.00 VAR_REF_IN_RECEIVED 0.000 0.0000 0.0000 0.500 0.09 2.90 RATWARE_POWERC 0.000 0.0000 0.0000 0.500 0.09 0.00 REFINANCE_YOUR_HOME 0.000 0.0000 0.0000 0.500 0.09 0.00 APPLY_ONLINE 0.000 0.0000 0.0000 0.500 0.09 0.00 FOR_JUST_SOME_AMT 0.000 0.0000 0.0000 0.500 0.09 0.00 MARKET_SOLUTION 0.000 0.0000 0.0000 0.500 0.09 0.00 MIME_BASE64_BLANKS 0.000 0.0000 0.0000 0.500 0.09 0.00 LARGE_COLLECTION 0.000 0.0000 0.0000 0.500 0.09 0.00 WEALTH 0.000 0.0000 0.0000 0.500 0.09 0.00 FURTHER_TRANSMISSIONS 0.000 0.0000 0.0000 0.500 0.09 0.00 X_SERV_HOST_PRESENT 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_IMAGE_AREA_09 0.000 0.0000 0.0000 0.500 0.09 0.00 SPAM_FORM_RETURN 0.000 0.0000 0.0000 0.500 0.09 0.00 EXCUSE_7 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_FONTCOLOR_CYAN 0.000 0.0000 0.0000 0.500 0.09 0.00 EARN_PER_WEEK 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_FONTCOLOR_NAME 0.000 0.0000 0.0000 0.500 0.09 0.00 SUBJ_RIPPED 0.000 0.0000 0.0000 0.500 0.09 0.00 DISCONTINUE 0.000 0.0000 0.0000 0.500 0.09 0.00 EASY_TERMS 0.000 0.0000 0.0000 0.500 0.09 0.00 MARKETING 0.000 0.0000 0.0000 0.500 0.09 0.00 OPPORTUNITY_2 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_EVENT 0.000 0.0000 0.0000 0.500 0.09 0.00 SMTPD_IN_RCVD 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_00_10 0.000 0.0000 0.0000 0.500 0.09 0.00 MSGID_HAS_NO_AT 0.000 0.0000 0.0000 0.500 0.09 0.00 MORE_TRAFFIC 0.000 0.0000 0.0000 0.500 0.09 0.00 NO_GIMMICK 0.000 0.0000 0.0000 0.500 0.09 0.00 NO_PURCHASE 0.000 0.0000 0.0000 0.500 0.09 0.00 RCVD_IN_MAPS_NML 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_FONTCOLOR_MAGENTA 0.000 0.0000 0.0000 0.500 0.09 0.00 PURE_PROFIT 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_IMAGE_AREA_06 0.000 0.0000 0.0000 0.500 0.09 0.00 IP_LINK_PLUS 0.000 0.0000 0.0000 0.500 0.09 0.00 SATISFACTION 0.000 0.0000 0.0000 0.500 0.09 0.00 ITS_LEGAL 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_BANG_HASH 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_COMMENT_SHOUTING 0.000 0.0000 0.0000 0.500 0.09 0.00 TO_RECIP_MARKER 0.000 0.0000 0.0000 0.500 0.09 0.00 PORN_PASSWORD 0.000 0.0000 0.0000 0.500 0.09 0.00 X_GCMULTI 0.000 0.0000 0.0000 0.500 0.09 0.00 PSYCHIC 0.000 0.0000 0.0000 0.500 0.09 0.00 RATWARE_SCREWUP_2 0.000 0.0000 0.0000 0.500 0.09 0.00 HTML_JAVASCRIPT 0.000 0.0000 0.0000 0.500 0.09 0.00 X_MAIL_ID_PRESENT 0.000 0.0000 0.0000 0.500 0.09 0.00 MONSTERHUT 0.000 0.0000 0.0000 0.500 0.09 0.00 SPAM_FORM_ACTION 0.000 0.0000 0.0000 0.500 0.09 0.00 US_DOLLARS_2 0.001 0.0006 0.0007 0.466 0.07 0.00 PROMOTION 0.113 0.0755 0.1556 0.327 0.01 1.80 RATWARE_EMWAC 0.321 0.2127 0.4454 0.323 0.01 0.00 UNDISC_RECIPS 0.929 0.5321 1.3834 0.278 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 40338 Aug 18 10:22 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