STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 52964 99.94% # Correctly spam: 100115 81.09% # False positives: 34 0.06% # False negatives: 23351 18.91% # TCR(l=50): 4.928586 SpamRecall: 81.087% SpamPrec: 99.966% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 216 0.41% # Correctly spam: 123466 100.00% # False positives: 52782 99.59% # False negatives: 0 0.00% # TCR(l=50): 0.046783 SpamRecall: 100.000% SpamPrec: 70.052% # SUMMARY for threshold -3.0: # Correctly non-spam: 216 0.41% # Correctly spam: 123466 100.00% # False positives: 52782 99.59% # False negatives: 0 0.00% # TCR(l=50): 0.046783 SpamRecall: 100.000% SpamPrec: 70.052% # SUMMARY for threshold -2.0: # Correctly non-spam: 216 0.41% # Correctly spam: 123466 100.00% # False positives: 52782 99.59% # False negatives: 0 0.00% # TCR(l=50): 0.046783 SpamRecall: 100.000% SpamPrec: 70.052% # SUMMARY for threshold -1.0: # Correctly non-spam: 425 0.80% # Correctly spam: 123466 100.00% # False positives: 52573 99.20% # False negatives: 0 0.00% # TCR(l=50): 0.046969 SpamRecall: 100.000% SpamPrec: 70.136% # SUMMARY for threshold 5.0: # Correctly non-spam: 52964 99.94% # Correctly spam: 100115 81.09% # False positives: 34 0.06% # False negatives: 23351 18.91% # TCR(l=50): 4.928586 SpamRecall: 81.087% SpamPrec: 99.966% # SUMMARY for threshold 1.0: # Correctly non-spam: 49202 92.84% # Correctly spam: 119679 96.93% # False positives: 3796 7.16% # False negatives: 3787 3.07% # TCR(l=50): 0.637780 SpamRecall: 96.933% SpamPrec: 96.926% # SUMMARY for threshold 2.0: # Correctly non-spam: 52087 98.28% # Correctly spam: 115153 93.27% # False positives: 911 1.72% # False negatives: 8313 6.73% # TCR(l=50): 2.292223 SpamRecall: 93.267% SpamPrec: 99.215% # SUMMARY for threshold 3.0: # Correctly non-spam: 52694 99.43% # Correctly spam: 111309 90.15% # False positives: 304 0.57% # False negatives: 12157 9.85% # TCR(l=50): 4.513141 SpamRecall: 90.154% SpamPrec: 99.728% # SUMMARY for threshold 4.0: # Correctly non-spam: 52915 99.84% # Correctly spam: 106001 85.85% # False positives: 83 0.16% # False negatives: 17465 14.15% # TCR(l=50): 5.712052 SpamRecall: 85.854% SpamPrec: 99.922% # SUMMARY for threshold 4.5: # Correctly non-spam: 52940 99.89% # Correctly spam: 103759 84.04% # False positives: 58 0.11% # False negatives: 19707 15.96% # TCR(l=50): 5.461406 SpamRecall: 84.039% SpamPrec: 99.944% # SUMMARY for threshold 5.5: # Correctly non-spam: 52975 99.96% # Correctly spam: 96766 78.37% # False positives: 23 0.04% # False negatives: 26700 21.63% # TCR(l=50): 4.433250 SpamRecall: 78.375% SpamPrec: 99.976% # SUMMARY for threshold 6.0: # Correctly non-spam: 52985 99.98% # Correctly spam: 93509 75.74% # False positives: 13 0.02% # False negatives: 29957 24.26% # TCR(l=50): 4.033914 SpamRecall: 75.737% SpamPrec: 99.986% # SUMMARY for threshold 6.5: # Correctly non-spam: 52991 99.99% # Correctly spam: 90373 73.20% # False positives: 7 0.01% # False negatives: 33093 26.80% # TCR(l=50): 3.691834 SpamRecall: 73.197% SpamPrec: 99.992% # SUMMARY for threshold 7.0: # Correctly non-spam: 52992 99.99% # Correctly spam: 87259 70.67% # False positives: 6 0.01% # False negatives: 36207 29.33% # TCR(l=50): 3.381982 SpamRecall: 70.675% SpamPrec: 99.993% # SUMMARY for threshold 8.0: # Correctly non-spam: 52996 100.00% # Correctly spam: 81401 65.93% # False positives: 2 0.00% # False negatives: 42065 34.07% # TCR(l=50): 2.928163 SpamRecall: 65.930% SpamPrec: 99.998% # SUMMARY for threshold 9.0: # Correctly non-spam: 52997 100.00% # Correctly spam: 74871 60.64% # False positives: 1 0.00% # False negatives: 48595 39.36% # TCR(l=50): 2.538103 SpamRecall: 60.641% SpamPrec: 99.999% # SUMMARY for threshold 10.0: # Correctly non-spam: 52997 100.00% # Correctly spam: 69125 55.99% # False positives: 1 0.00% # False negatives: 54341 44.01% # TCR(l=50): 2.269971 SpamRecall: 55.987% SpamPrec: 99.999% # SUMMARY for threshold 12.0: # Correctly non-spam: 52998 100.00% # Correctly spam: 58238 47.17% # False positives: 0 0.00% # False negatives: 65228 52.83% # TCR(l=50): 1.892837 SpamRecall: 47.169% SpamPrec: 100.000% # SUMMARY for threshold 15.0: # Correctly non-spam: 52998 100.00% # Correctly spam: 44808 36.29% # False positives: 0 0.00% # False negatives: 78658 63.71% # TCR(l=50): 1.569656 SpamRecall: 36.292% SpamPrec: 100.000% # SUMMARY for threshold 17.0: # Correctly non-spam: 52998 100.00% # Correctly spam: 37433 30.32% # False positives: 0 0.00% # False negatives: 86033 69.68% # TCR(l=50): 1.435100 SpamRecall: 30.318% SpamPrec: 100.000% # SUMMARY for threshold 20.0: # Correctly non-spam: 52998 100.00% # Correctly spam: 28629 23.19% # False positives: 0 0.00% # False negatives: 94837 76.81% # TCR(l=50): 1.301876 SpamRecall: 23.188% SpamPrec: 100.000% Test hit frequencies, for spam and ham 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 176464 123466 52998 0.700 0.00 0.00 (all messages) 100.000 69.9667 30.0333 0.700 0.00 0.00 (all messages as %) 10.599 15.1491 0.0000 1.000 0.99 3.60 MIME_BOUND_DD_DIGITS 13.806 19.7285 0.0075 1.000 0.98 3.20 RCVD_HELO_IP_MISMATCH 7.894 11.2825 0.0000 1.000 0.98 3.36 SUBJ_ILLEGAL_CHARS 7.106 10.1558 0.0019 1.000 0.97 3.36 HELO_DYNAMIC_IPADDR 5.540 7.9180 0.0000 1.000 0.96 3.52 MSGID_SPAM_CAPS 5.735 8.1966 0.0019 1.000 0.96 3.25 FORGED_OUTLOOK_HTML 6.549 9.3589 0.0038 1.000 0.96 2.33 HTML_SHORT_LINK_IMG_1 5.015 7.1680 0.0000 1.000 0.96 3.51 RCVD_DOUBLE_IP_SPAM 4.671 6.6755 0.0000 1.000 0.95 3.52 X_MESSAGE_INFO 60.676 86.7089 0.0302 1.000 0.94 0.00 BAYES_99 4.343 6.2058 0.0038 0.999 0.93 3.36 FORGED_MUA_OUTLOOK 4.581 6.5435 0.0094 0.999 0.92 2.13 REPTO_QUOTE_YAHOO 4.394 6.2762 0.0075 0.999 0.92 2.58 HTML_IMAGE_ONLY_08 3.645 5.2087 0.0019 1.000 0.92 1.83 DRUGS_ERECTILE_OBFU 4.231 6.0446 0.0057 0.999 0.92 2.79 MSGID_RANDY 3.383 4.8353 0.0000 1.000 0.92 3.04 FORGED_OUTLOOK_TAGS 4.129 5.8988 0.0057 0.999 0.91 3.12 LONGWORDS 3.122 4.4620 0.0000 1.000 0.91 3.36 MIME_BAD_ISO_CHARSET 3.033 4.3356 0.0000 1.000 0.91 3.28 HELO_DYNAMIC_DHCP 2.773 3.9630 0.0000 1.000 0.90 1.86 DATE_SPAMWARE_Y2K 2.909 4.1566 0.0019 1.000 0.90 3.28 HELO_DYNAMIC_IPADDR2 2.705 3.8658 0.0000 1.000 0.90 3.28 HELO_DYNAMIC_HCC 2.675 3.8229 0.0000 1.000 0.90 3.28 RATWARE_ZERO_TZ 2.610 3.7306 0.0000 1.000 0.90 3.28 RATWARE_NAME_ID 4.502 6.4261 0.0189 0.997 0.89 3.12 RATWARE_OUTLOOK_NONAME 2.494 3.5645 0.0000 1.000 0.89 3.28 URI_NO_WWW_INFO_CGI 2.489 3.5573 0.0000 1.000 0.89 3.12 REMOVE_BEFORE_LINK 2.448 3.4989 0.0000 1.000 0.89 3.20 NO_PRESCRIPTION 2.340 3.3451 0.0000 1.000 0.88 2.47 MSGID_YAHOO_CAPS 2.312 3.3046 0.0000 1.000 0.88 3.28 FROM_ILLEGAL_CHARS 2.091 2.9887 0.0000 1.000 0.87 3.20 MSGID_DOLLARS_RANDOM 2.582 3.6877 0.0075 0.998 0.87 1.84 DRUGS_ANXIETY 3.640 5.1941 0.0189 0.996 0.87 2.29 HTML_IMAGE_ONLY_12 2.683 3.8302 0.0113 0.997 0.87 3.12 MSGID_DOLLARS 2.045 2.9215 0.0019 0.999 0.86 2.61 HTML_TINY_FONT 1.996 2.8526 0.0000 1.000 0.86 3.20 HEADER_SPAM 2.009 2.8712 0.0019 0.999 0.86 0.66 DRUGS_ANXIETY_EREC 2.091 2.9862 0.0057 0.998 0.86 2.96 INVESTMENT_ADVICE 5.611 8.0022 0.0396 0.995 0.86 2.48 FROM_LOCAL_NOVOWEL 2.017 2.8818 0.0038 0.999 0.86 1.74 FUZZY_VLIUM 4.575 6.5241 0.0340 0.995 0.85 2.42 RATWARE_MS_HASH 1.982 2.8324 0.0019 0.999 0.85 2.15 FUZZY_VPILL 1.769 2.5278 0.0000 1.000 0.85 3.20 FORGED_MSGID_YAHOO 3.204 4.5681 0.0264 0.994 0.84 2.30 HTML_SHORT_LINK_IMG_2 1.943 2.7740 0.0057 0.998 0.84 1.85 FUZZY_CPILL 1.777 2.5375 0.0038 0.999 0.84 1.15 INTERRUPTUS 4.016 5.7247 0.0340 0.994 0.83 2.05 MIME_BASE64_TEXT 2.724 3.8829 0.0245 0.994 0.83 1.33 HTTP_EXCESSIVE_ESCAPES 1.764 2.5189 0.0038 0.999 0.83 0.54 HTML_BACKHAIR_8 1.659 2.3683 0.0057 0.998 0.82 1.54 DRUGS_DIET 1.446 2.0670 0.0000 1.000 0.82 2.66 FUZZY_VICODIN 1.794 2.5594 0.0113 0.996 0.82 0.00 BAYES_95 1.437 2.0540 0.0000 1.000 0.82 0.13 DRUGS_ANXIETY_OBFU 2.191 3.1215 0.0226 0.993 0.81 2.07 UNIQUE_WORDS 1.979 2.8202 0.0189 0.993 0.81 0.00 BAYES_80 1.492 2.1293 0.0075 0.996 0.81 2.88 FUZZY_XPILL 7.986 11.3853 0.0660 0.994 0.80 2.16 DRUGS_ERECTILE 1.632 2.3270 0.0132 0.994 0.80 2.88 MSGID_MULTIPLE_AT 1.185 1.6936 0.0000 1.000 0.80 3.02 ADVANCE_FEE_4 1.142 1.6328 0.0000 1.000 0.79 2.96 DRUGS_PAIN_OBFU 1.142 1.6320 0.0000 1.000 0.79 0.04 DRUGS_MANYKINDS 1.932 2.7514 0.0226 0.992 0.79 2.32 DATE_IN_FUTURE_12_24 1.170 1.6709 0.0019 0.999 0.79 2.88 SUBJECT_DRUG_GAP_C 1.361 1.9422 0.0075 0.996 0.79 2.87 ADVANCE_FEE_3 1.168 1.6677 0.0038 0.998 0.79 2.80 X_IP 2.447 3.4811 0.0377 0.989 0.78 0.67 HTML_IMAGE_ONLY_16 2.429 3.4560 0.0377 0.989 0.78 0.16 RCVD_DOUBLE_IP_LOOSE 1.240 1.7689 0.0094 0.995 0.78 2.80 SORTED_RECIPS 1.043 1.4895 0.0019 0.999 0.78 2.96 FUZZY_MORTGAGE 1.010 1.4433 0.0019 0.999 0.77 1.65 HEAD_ILLEGAL_CHARS 0.979 1.3988 0.0000 1.000 0.77 2.82 HTML_IMAGE_ONLY_04 0.987 1.4093 0.0019 0.999 0.77 2.88 HTML_EXTRA_CLOSE 0.953 1.3615 0.0000 1.000 0.77 2.88 FUZZY_GUARANTEE 2.584 3.6731 0.0453 0.988 0.77 0.01 HTML_FONT_TINY 0.993 1.4182 0.0038 0.997 0.77 2.81 SUBJECT_FUZZY_MEDS 0.974 1.3899 0.0038 0.997 0.76 2.88 PERCENT_RANDOM 0.907 1.2967 0.0000 1.000 0.76 2.88 FUZZY_PRESCRIPT 2.245 3.1904 0.0434 0.987 0.76 0.91 HTML_SHORT_LINK_IMG_3 0.900 1.2862 0.0000 1.000 0.76 2.88 RATWARE_EFROM 3.437 4.8872 0.0585 0.988 0.76 1.89 URI_NOVOWEL 0.891 1.2732 0.0000 1.000 0.76 2.88 RATWARE_RCVD_AT 0.920 1.3137 0.0038 0.997 0.76 0.31 DRUGS_SLEEP 1.791 2.5448 0.0359 0.986 0.75 0.78 SUBJECT_EXCESS_BASE64 0.901 1.2862 0.0038 0.997 0.75 2.88 FORGED_MUA_AOL_FROM 0.881 1.2578 0.0019 0.999 0.75 2.88 HELO_DYNAMIC_SPLIT_IP 1.220 1.7357 0.0189 0.989 0.75 1.33 HTML_FONT_LOW_CONTRAST 1.101 1.5672 0.0151 0.990 0.75 0.54 DRUGS_MUSCLE 0.876 1.2505 0.0019 0.998 0.75 2.72 ONLINE_PHARMACY 0.842 1.2028 0.0000 1.000 0.75 2.24 HTTP_77 0.836 1.1955 0.0000 1.000 0.74 2.44 DRUGS_SLEEP_EREC 0.878 1.2538 0.0038 0.997 0.74 0.00 REPTO_QUOTE_AOL 0.847 1.2100 0.0019 0.998 0.74 2.88 FUZZY_MILLION 2.604 3.6974 0.0566 0.985 0.74 0.01 HTTP_ESCAPED_HOST 0.900 1.2829 0.0075 0.994 0.74 1.94 HTML_OBFUSCATE_10_20 0.788 1.1266 0.0000 1.000 0.74 2.80 FUZZY_PLEASE 1.008 1.4336 0.0151 0.990 0.74 1.16 FRONTPAGE 1.546 2.1957 0.0340 0.985 0.74 0.00 BAYES_60 0.786 1.1234 0.0000 1.000 0.74 2.88 RATWARE_RCVD_PF 1.580 2.2435 0.0359 0.984 0.73 2.16 PRIORITY_NO_NAME 0.789 1.1266 0.0019 0.998 0.73 2.42 DAV_NON_HOTMAIL 0.864 1.2319 0.0075 0.994 0.73 2.53 FUZZY_REFINANCE 0.780 1.1145 0.0019 0.998 0.73 1.55 HTML_TITLE_SUBJ_DIFF 1.638 2.3245 0.0396 0.983 0.73 2.06 DATE_IN_FUTURE_03_06 1.607 2.2800 0.0396 0.983 0.73 1.70 MIME_HTML_MOSTLY 28.687 0.0551 95.3904 0.001 0.72 0.00 BAYES_00 0.732 1.0456 0.0000 1.000 0.72 2.80 HELO_DYNAMIC_COMCAST 0.725 1.0367 0.0000 1.000 0.72 2.80 REPTO_QUOTE_MSN 0.726 1.0359 0.0038 0.996 0.71 2.40 MSGID_SPAM_LETTERS 2.023 2.8672 0.0566 0.981 0.71 1.11 HTML_IMAGE_ONLY_20 4.891 6.9469 0.1019 0.986 0.71 0.00 HTML_MIME_NO_HTML_TAG 0.660 0.9436 0.0000 1.000 0.70 2.72 HTML_OBFUSCATE_20_30 0.813 1.1558 0.0151 0.987 0.70 2.16 RCVD_FAKE_HELO_DOTCOM 0.695 0.9906 0.0057 0.994 0.70 2.40 FORGED_HOTMAIL_RCVD 0.690 0.9833 0.0057 0.994 0.70 0.55 DRUG_ED_CAPS 0.704 1.0035 0.0075 0.993 0.70 2.34 RUDE_HTML 0.615 0.8788 0.0000 1.000 0.70 2.72 INVALID_TZ_EST 0.610 0.8715 0.0000 1.000 0.69 2.72 FUZZY_MEDICATION 0.776 1.1031 0.0151 0.987 0.69 1.84 X_MAILER_SPAM 0.584 0.8350 0.0000 1.000 0.69 2.72 SUBJECT_DRUG_GAP_VIC 0.687 0.9792 0.0075 0.992 0.69 2.48 BAD_ENC_HEADER 2.068 2.9271 0.0679 0.977 0.69 1.65 FORGED_HOTMAIL_RCVD2 0.575 0.8213 0.0000 1.000 0.69 2.64 FUZZY_OBLIGATION 0.684 0.9744 0.0075 0.992 0.69 2.72 FUZZY_ERECT 0.767 1.0894 0.0170 0.985 0.69 1.65 MPART_ALT_DIFF_COUNT 0.568 0.8116 0.0000 1.000 0.68 2.54 FUZZY_PRICES 0.631 0.8998 0.0057 0.994 0.68 2.48 FORGED_MUA_IMS 0.563 0.8043 0.0000 1.000 0.68 2.64 RATWARE_EGROUPS 0.573 0.8180 0.0019 0.998 0.68 2.64 HTML_EHTML2 0.554 0.7913 0.0000 1.000 0.68 2.57 INVESTMENT_EXPERT 0.617 0.8788 0.0057 0.994 0.68 2.56 URI_UNSUBSCRIBE 0.799 1.1323 0.0226 0.980 0.68 1.76 SUBJ_HAS_SPACES 0.625 0.8901 0.0075 0.992 0.68 2.09 IMPOTENCE 0.553 0.7897 0.0019 0.998 0.67 2.36 MILLION_USD 0.572 0.8148 0.0057 0.993 0.67 0.84 MONEY_BACK 0.759 1.0764 0.0208 0.981 0.67 2.24 SUSPICIOUS_RECIPS 1.246 1.7600 0.0491 0.973 0.67 0.00 HTML_TITLE_UNTITLED 1.195 1.6871 0.0472 0.973 0.67 1.71 INVALID_MSGID 0.524 0.7484 0.0000 1.000 0.67 2.56 FUZZY_PHARMACY 0.515 0.7362 0.0000 1.000 0.66 2.26 SUBJECT_DRUG_GAP_X 0.546 0.7784 0.0057 0.993 0.66 2.07 SUBJECT_FUZZY_VPILL 0.513 0.7338 0.0000 1.000 0.66 2.56 FORGED_MSGID_HOTMAIL 1.499 2.1164 0.0604 0.972 0.66 1.61 ADVANCE_FEE_2 1.848 2.6104 0.0717 0.973 0.66 1.73 MISSING_SUBJECT 0.505 0.7225 0.0000 1.000 0.66 2.18 FORGED_IMS_HTML 0.534 0.7605 0.0057 0.993 0.66 0.34 REPTO_QUOTE_QUALCOMM 0.502 0.7176 0.0000 1.000 0.66 0.48 HTML_TITLE_LONG 8.185 11.6348 0.1472 0.988 0.66 1.66 MISSING_MIMEOLE 0.541 0.7694 0.0075 0.990 0.66 1.31 SUBJ_BUY 0.531 0.7565 0.0057 0.993 0.66 0.00 REPTO_QUOTE_IMS 0.495 0.7071 0.0000 1.000 0.66 2.56 FORGED_THEBAT_HTML 1.293 1.8232 0.0566 0.970 0.66 1.52 UNRESOLVED_TEMPLATE 0.491 0.7022 0.0000 1.000 0.65 2.25 FORGED_MUA_THEBAT_BOUN 0.677 0.9598 0.0189 0.981 0.65 1.93 INVALID_TZ_GMT 0.619 0.8788 0.0151 0.983 0.65 0.29 SPOOF_OURI 0.935 1.3186 0.0415 0.969 0.65 1.68 DATE_IN_FUTURE_06_12 0.634 0.8990 0.0170 0.981 0.65 1.42 HTML_OBFUSCATE_05_10 0.477 0.6812 0.0000 1.000 0.65 2.56 FUZZY_PHENT 0.460 0.6569 0.0000 1.000 0.64 2.48 FAKE_OUTBLAZE_RCVD 4.539 6.4293 0.1359 0.979 0.64 1.51 FORGED_YAHOO_RCVD 0.535 0.7597 0.0113 0.985 0.64 1.31 ALL_NATURAL 0.454 0.6488 0.0000 1.000 0.64 2.48 URI_NO_WWW_BIZ_CGI 0.409 0.5848 0.0000 1.000 0.64 2.48 MALE_ENHANCE 2.890 4.0821 0.1132 0.973 0.63 0.28 DRUGS_PAIN 0.397 0.5670 0.0000 1.000 0.63 2.34 DRUG_DOSAGE 0.394 0.5637 0.0000 1.000 0.63 2.44 FORGED_MUA_EUDORA 2.114 2.9790 0.1000 0.968 0.63 1.70 INVALID_DATE 0.389 0.5564 0.0000 1.000 0.63 2.48 HTML_OBFUSCATE_30_40 0.485 0.6884 0.0094 0.986 0.63 1.76 HTML_LINK_PUSH_HERE 4.763 6.7436 0.1491 0.978 0.62 1.72 BIZ_TLD 0.377 0.5394 0.0000 1.000 0.62 2.48 MSGID_SHORT 0.679 0.9573 0.0302 0.969 0.62 0.00 FUZZY_AMBIEN 2.847 4.0165 0.1226 0.970 0.62 1.58 RCVD_ILLEGAL_IP 0.469 0.6666 0.0094 0.986 0.62 2.32 SPOOF_COM2COM 0.372 0.5321 0.0000 1.000 0.62 2.44 SUBJECT_DRUG_GAP_VA 0.369 0.5281 0.0000 1.000 0.62 2.40 FUZZY_BILLION 0.368 0.5265 0.0000 1.000 0.62 2.48 VIA_GAP_GRA 0.530 0.7492 0.0189 0.975 0.62 0.11 URI_AFFILIATE 0.374 0.5338 0.0019 0.996 0.62 1.66 FROM_BLANK_NAME 0.362 0.5176 0.0000 1.000 0.62 2.48 UNCLOSED_BRACKET 0.360 0.5143 0.0000 1.000 0.61 2.19 FUZZY_ROLEX 0.360 0.5143 0.0000 1.000 0.61 2.48 KOREAN_UCE_SUBJECT 0.370 0.5281 0.0019 0.996 0.61 1.98 FUZZY_CREDIT 0.363 0.5176 0.0019 0.996 0.61 1.21 FORGED_MUA_OIMO 0.351 0.5022 0.0000 1.000 0.61 2.11 DRUGS_DIET_OBFU 0.526 0.7427 0.0208 0.973 0.61 1.82 BODY_ENHANCEMENT2 0.801 1.1250 0.0472 0.960 0.61 1.23 HTML_00_10 0.809 1.1355 0.0491 0.959 0.61 0.00 HTML_BACKHAIR_4 0.337 0.4819 0.0000 1.000 0.61 2.40 HELO_DYNAMIC_ATTBI 1.473 2.0686 0.0849 0.961 0.61 1.44 HTML_IMAGE_ONLY_28 0.643 0.9039 0.0359 0.962 0.60 1.60 DEAR_SOMETHING 1.240 1.7389 0.0774 0.957 0.60 1.32 HTML_IMAGE_ONLY_24 0.329 0.4698 0.0000 1.000 0.60 2.40 FORGED_MSGID_EXCITE 0.505 0.7136 0.0208 0.972 0.60 0.05 BANG_GUAR 0.352 0.5022 0.0038 0.993 0.60 2.32 CUM_SHOT 0.885 1.2408 0.0566 0.956 0.60 0.00 X_MSMAIL_PRIORITY_HIGH 0.713 1.0011 0.0434 0.958 0.60 1.75 DATE_IN_PAST_96_XX 0.493 0.6957 0.0208 0.971 0.60 1.43 EMPTY_MESSAGE 1.105 1.5478 0.0736 0.955 0.59 0.06 HTML_TAG_BALANCE_BODY 0.385 0.5451 0.0113 0.980 0.59 1.61 HTML_SHORT_LENGTH 0.312 0.4463 0.0000 1.000 0.59 2.40 MIME_BOUND_DIGITS_15 0.301 0.4309 0.0000 1.000 0.59 2.40 RATWARE_OE_MALFORMED 0.301 0.4301 0.0000 1.000 0.59 0.01 HTML_NONELEMENT_80_90 0.297 0.4244 0.0000 1.000 0.59 2.24 REPTO_OVERQUOTE_THEBAT 0.315 0.4479 0.0038 0.992 0.58 2.32 X_PRIORITY_CC 0.283 0.4050 0.0000 1.000 0.58 0.45 HTML_NONELEMENT_70_80 0.282 0.4033 0.0000 1.000 0.58 2.24 FUZZY_THOUSANDS 0.411 0.5783 0.0208 0.965 0.58 0.40 URG_BIZ 1.047 1.4619 0.0792 0.949 0.58 0.89 SUBJECT_ENCODED_TWICE 0.277 0.3961 0.0000 1.000 0.58 2.05 FORGED_IMS_TAGS 0.277 0.3961 0.0000 1.000 0.58 2.32 FUZZY_CELEBREX 0.290 0.4123 0.0038 0.991 0.58 2.14 HTML_TAG_BALANCE_HEAD 6.626 9.3815 0.2076 0.978 0.58 1.25 HTML_IMAGE_RATIO_02 0.755 1.0562 0.0547 0.951 0.57 0.21 US_DOLLARS_3 0.337 0.4762 0.0113 0.977 0.57 2.16 DOMAIN_4U2 0.292 0.4155 0.0057 0.987 0.57 2.16 SUBJECT_SEXUAL 0.317 0.4495 0.0094 0.979 0.57 2.08 QUALIFY_FOR_THIS 0.271 0.3872 0.0000 1.000 0.57 2.32 REPLICA_WATCH 0.281 0.3993 0.0038 0.991 0.57 1.39 UPPERCASE_75_100 0.280 0.3985 0.0038 0.991 0.57 2.08 DATE_IN_FUTURE_24_48 0.280 0.3985 0.0038 0.991 0.57 0.01 HTML_NONELEMENT_40_50 0.274 0.3912 0.0019 0.995 0.57 0.81 OBFUSCATING_COMMENT 0.260 0.3718 0.0000 1.000 0.57 2.24 HELO_DYNAMIC_YAHOOBB 0.589 0.8221 0.0453 0.948 0.57 1.50 BLANK_LINES_70_80 0.351 0.4949 0.0151 0.970 0.57 1.88 FROM_ENDS_IN_NUMS 0.499 0.6998 0.0321 0.956 0.57 0.00 HTML_SHOUTING4 0.276 0.3928 0.0038 0.990 0.57 2.24 MORE_SEX 0.250 0.3580 0.0000 1.000 0.57 2.24 FUZZY_MONEY 0.394 0.5540 0.0226 0.961 0.56 0.11 HTML_FONT_SIZE_TINY 0.249 0.3556 0.0000 1.000 0.56 2.04 INVALID_TZ_CST 0.248 0.3539 0.0000 1.000 0.56 1.70 FORGED_AOL_TAGS 0.240 0.3426 0.0000 1.000 0.56 1.97 SUBJECT_FUZZY_PENIS 0.320 0.4503 0.0151 0.968 0.56 2.00 TRACKER_ID 0.237 0.3394 0.0000 1.000 0.56 0.00 HTML_NONELEMENT_90_100 0.760 1.0602 0.0623 0.945 0.55 1.50 BAD_CREDIT 0.236 0.3377 0.0000 1.000 0.55 2.24 HTML_SHORT_CENTER 0.328 0.4609 0.0170 0.964 0.55 0.00 HTML_COMMENT_SAVED_URL 0.232 0.3313 0.0000 1.000 0.55 2.05 HTML_OBFUSCATE_50_60 0.399 0.5580 0.0283 0.952 0.55 0.21 UPPERCASE_50_75 0.336 0.4722 0.0189 0.962 0.55 1.60 GAPPY_SUBJECT 0.308 0.4341 0.0151 0.966 0.55 1.97 FROM_ALL_NUMS 1.511 2.1107 0.1132 0.949 0.55 0.01 MIME_BASE64_BLANKS 0.247 0.3507 0.0038 0.989 0.55 2.16 EM_ROLEX 0.273 0.3872 0.0075 0.981 0.55 1.92 URI_SCHEME_MIXED_CASE 0.462 0.6463 0.0340 0.950 0.55 1.76 FROM_HAS_MIXED_NUMS 0.227 0.3240 0.0000 1.000 0.55 2.16 MIME_BOUND_RKFINDY 0.224 0.3207 0.0000 1.000 0.55 1.73 SUBJECT_DRUG_GAP_S 1.295 1.8037 0.1094 0.943 0.54 0.06 X_PRIORITY_HIGH 0.240 0.3402 0.0057 0.984 0.54 1.92 DATE_IN_FUTURE_96_XX 0.275 0.3888 0.0113 0.972 0.54 1.09 BODY_ENHANCEMENT 0.232 0.3296 0.0038 0.989 0.54 0.06 HTML_NONELEMENT_60_70 0.989 1.3753 0.0906 0.938 0.54 1.42 HTML_IMAGE_ONLY_32 0.215 0.3070 0.0000 1.000 0.54 2.16 NOT_ADVISOR 0.341 0.4771 0.0245 0.951 0.54 0.01 X_AUTH_WARN_FAKED 0.222 0.3167 0.0019 0.994 0.54 2.16 STRONG_BUY 0.211 0.3013 0.0000 1.000 0.54 2.00 FROM_LOCAL_HEX 0.224 0.3191 0.0038 0.988 0.53 0.05 HTML_NONELEMENT_50_60 0.203 0.2900 0.0000 1.000 0.53 2.04 SUBJECT_FUZZY_CHEAP 0.202 0.2891 0.0000 1.000 0.53 2.16 HTML_OBFUSCATE_40_50 0.206 0.2940 0.0019 0.994 0.53 1.96 PRICES_ARE_AFFORDABLE 0.202 0.2883 0.0000 1.000 0.53 2.16 FUZZY_REMOVE 0.201 0.2875 0.0000 1.000 0.53 2.16 FUZZY_TRAMADOL 0.196 0.2794 0.0000 1.000 0.53 2.16 FAKE_HELO_MAIL_COM_DOM 0.190 0.2721 0.0000 1.000 0.52 2.08 HELO_DYNAMIC_DIALIN 0.243 0.3418 0.0132 0.963 0.52 0.87 NA_DOLLARS 0.188 0.2681 0.0000 1.000 0.52 2.16 MIME_BOUND_MANY_HEX 0.939 1.2991 0.1000 0.929 0.52 0.07 HTML_FONT_FACE_BAD 0.330 0.4592 0.0283 0.942 0.52 0.09 SEE_FOR_YOURSELF 0.221 0.3126 0.0075 0.976 0.52 0.54 SPOOF_COM2OTH 0.187 0.2673 0.0000 1.000 0.52 2.16 DRUG_ED_ONLINE 0.186 0.2665 0.0000 1.000 0.52 2.14 DRUG_ED_GENERIC 0.191 0.2721 0.0019 0.993 0.52 2.08 FUZZY_OFFERS 0.186 0.2657 0.0000 1.000 0.52 2.16 FUZZY_SOFTWARE 0.188 0.2673 0.0019 0.993 0.52 0.37 HTML_BADTAG_30_40 0.183 0.2616 0.0000 1.000 0.52 1.60 HTML_BADTAG_50_60 1.154 1.5996 0.1151 0.933 0.51 0.76 MANY_EXCLAMATIONS 0.218 0.3070 0.0094 0.970 0.51 1.84 SUB_HELLO 0.181 0.2592 0.0000 1.000 0.51 2.08 MSGID_OUTLOOK_INVALID 0.267 0.3734 0.0208 0.947 0.51 0.49 HTML_EMBEDS 0.202 0.2867 0.0057 0.981 0.51 1.42 HTML_FONT_SIZE_LARGE 0.369 0.5119 0.0377 0.931 0.51 0.00 SUBJECT_NOVOWEL 13.453 19.0668 0.3755 0.981 0.51 0.00 MIME_HTML_ONLY_MULTI 0.195 0.2762 0.0057 0.980 0.51 1.64 HTML_TAG_EXIST_MARQUEE 0.175 0.2495 0.0000 1.000 0.51 2.08 X_MESSAGE_FLAG_ODD 0.174 0.2487 0.0000 1.000 0.51 2.08 HTML_MISSING_CTYPE 0.171 0.2446 0.0000 1.000 0.51 2.08 FORGED_QUALCOMM_TAGS 0.184 0.2608 0.0038 0.986 0.50 0.24 HTML_ATTR_UNIQUE 0.207 0.2908 0.0113 0.963 0.50 1.81 SPOOF_NET2COM 0.169 0.2414 0.0000 1.000 0.50 1.73 HTML_BADTAG_60_70 1.544 2.1423 0.1491 0.935 0.50 1.05 SUBJ_ALL_CAPS 5.027 7.0562 0.2981 0.959 0.50 0.27 HTML_TEXT_AFTER_HTML 0.163 0.2333 0.0000 1.000 0.50 2.08 X_MIME_AUTOCONVERTED 0.163 0.2333 0.0000 1.000 0.50 0.02 FUZZY_VIOXX 0.162 0.2316 0.0000 1.000 0.50 2.08 FAKE_HELO_MSN 0.167 0.2373 0.0019 0.992 0.49 0.05 HTML_NONELEMENT_30_40 0.159 0.2276 0.0000 1.000 0.49 2.08 URI_UPPER_LOWER 0.159 0.2268 0.0000 1.000 0.49 2.00 RATWARE_HASH_2_V2 0.247 0.3418 0.0245 0.933 0.49 0.00 HTML_BADTAG_20_30 0.158 0.2252 0.0000 1.000 0.49 2.00 FORGED_MSGID_MSN 0.169 0.2397 0.0038 0.985 0.49 1.84 ROUND_THE_WORLD_LOCAL 0.153 0.2187 0.0000 1.000 0.49 0.00 FROM_LOCAL_DIGITS 8.029 11.3116 0.3811 0.967 0.49 1.37 INFO_TLD 0.150 0.2138 0.0000 1.000 0.48 1.92 MSGID_RATWARE1 18.086 25.6743 0.4094 0.984 0.48 0.42 MPART_ALT_DIFF 0.152 0.2171 0.0019 0.991 0.48 1.84 ONE_TIME 0.282 0.3888 0.0340 0.920 0.48 0.81 DEAR_FRIEND 0.145 0.2073 0.0000 1.000 0.48 1.92 HTTPS_IP_MISMATCH 0.173 0.2430 0.0094 0.963 0.48 1.84 DISGUISE_PORN_MUNDANE 0.787 1.0796 0.1038 0.912 0.48 0.90 SUBJ_HAS_UNIQ_ID 0.144 0.2057 0.0000 1.000 0.48 1.92 MSGID_SPAM_ALPHA_NUM 0.142 0.2033 0.0000 1.000 0.48 2.00 RATWARE_HASH_2 0.142 0.2033 0.0000 1.000 0.48 1.92 X_LIBRARY 2.215 3.0762 0.2094 0.936 0.48 0.22 MIME_BOUND_NEXTPART 0.141 0.2017 0.0000 1.000 0.47 0.06 RATWARE_MPOP_WEBMAIL 0.147 0.2082 0.0038 0.982 0.47 0.88 FUZZY_FOLLOW 0.143 0.2033 0.0019 0.991 0.47 0.00 HTML_BADTAG_40_50 0.145 0.2057 0.0038 0.982 0.47 1.34 FROM_STARTS_WITH_NUMS 4.201 5.8599 0.3377 0.946 0.47 0.00 MIME_BASE64_NO_NAME 0.181 0.2519 0.0170 0.937 0.46 1.15 HTML_LINK_OPT_OUT 0.147 0.0024 0.4830 0.005 0.46 -1.36 ALL_TRUSTED 0.134 0.1911 0.0000 1.000 0.46 1.92 UNCLAIMED_MONEY 0.227 0.3118 0.0283 0.917 0.46 1.12 WHY_WAIT 0.132 0.1887 0.0000 1.000 0.46 1.07 HTML_BADTAG_90_100 2.013 2.7886 0.2076 0.931 0.46 0.91 HTML_10_20 0.131 0.1879 0.0000 1.000 0.46 1.92 HTML_TAG_EXIST_BGSOUND 0.216 0.2964 0.0283 0.913 0.46 0.00 URI_IS_POUND 18.231 25.8517 0.4774 0.982 0.46 1.44 RCVD_NUMERIC_HELO 0.553 0.7549 0.0830 0.901 0.46 1.04 MAILTO_TO_REMOVE 0.172 0.2397 0.0151 0.941 0.46 0.53 MSGID_NO_HOST 0.142 0.2001 0.0057 0.972 0.46 1.78 HG_HORMONE 0.149 0.2090 0.0094 0.957 0.46 0.00 FAKE_HELO_EXCITE 0.141 0.0024 0.4623 0.005 0.46 -0.00 NO_RELAYS 0.125 0.1782 0.0000 1.000 0.46 1.76 REFINANCE_YOUR_HOME 0.140 0.1976 0.0057 0.972 0.45 1.81 SUBJECT_DIET 0.122 0.1741 0.0000 1.000 0.45 0.54 SUBJECT_DRUG_GAP_P 0.138 0.1944 0.0057 0.972 0.45 0.06 AS_SEEN_ON 0.137 0.1936 0.0057 0.972 0.45 1.58 FROM_DOMAIN_NOVOWEL 0.146 0.2041 0.0094 0.956 0.45 0.00 HTML_NONELEMENT_20_30 0.149 0.2082 0.0113 0.948 0.45 1.67 URI_OFFERS 0.131 0.1863 0.0038 0.980 0.45 1.68 EXCUSE_6 0.181 0.2495 0.0226 0.917 0.45 0.06 CLICK_TO_REMOVE_1 0.121 0.1717 0.0019 0.989 0.45 1.59 SUBJECT_FUZZY_TION 0.114 0.1636 0.0000 1.000 0.45 1.84 HELO_DYNAMIC_ROGERS 0.114 0.1636 0.0000 1.000 0.45 1.92 FAKE_HELO_MAIL_COM 0.166 0.2292 0.0189 0.924 0.44 1.04 SATIS_GUAR 0.160 0.2219 0.0170 0.929 0.44 0.82 USERPASS 0.139 0.1944 0.0094 0.954 0.44 0.65 SUBJ_DOLLARS 4.834 6.7411 0.3925 0.945 0.44 0.15 HTML_TEXT_AFTER_BODY 0.113 0.1612 0.0000 1.000 0.44 1.84 HELO_DYNAMIC_OOL 0.137 0.1920 0.0094 0.953 0.44 0.47 IP_LINK_PLUS 0.109 0.1563 0.0000 1.000 0.44 1.62 HELO_DYNAMIC_CHELLO_NL 0.108 0.1539 0.0000 1.000 0.44 1.76 HTML_FORMACTION_MAILTO 0.128 0.1790 0.0075 0.960 0.44 0.01 HTML_FONT_SIZE_NONE 0.112 0.1596 0.0019 0.988 0.44 1.75 ENTITY_DEC_ALPHANUM 0.105 0.1506 0.0000 1.000 0.44 1.84 SUBJECT_DRUG_GAP_L 0.112 0.1587 0.0019 0.988 0.44 0.81 GUARANTEED_100_PERCENT 0.099 0.1409 0.0000 1.000 0.43 1.52 PREVENT_NONDELIVERY 0.099 0.1409 0.0000 1.000 0.43 1.76 ORG_MIME_TOOLS 0.098 0.1401 0.0000 1.000 0.43 1.84 RATWARE_MOZ_MALFORMED 0.098 0.1401 0.0000 1.000 0.43 1.75 RATWARE_GECKO_BUILD 1.471 2.0151 0.2019 0.909 0.43 0.85 EXTRA_MPART_TYPE 0.100 0.1425 0.0019 0.987 0.43 1.68 WHY_PAY_MORE 0.097 0.1393 0.0000 1.000 0.43 1.84 FUZZY_AFFORDABLE 0.783 1.0626 0.1302 0.891 0.43 0.36 NO_RDNS_DOTCOM_HELO 1.064 1.4498 0.1642 0.898 0.43 0.03 HTML_SHOUTING3 0.642 0.8707 0.1094 0.888 0.43 0.00 SUBJECT_EXCESS_QP 0.371 0.5005 0.0698 0.878 0.42 0.00 HTML_BADTAG_10_20 0.094 0.1344 0.0000 1.000 0.42 1.76 FUZZY_MILF 0.092 0.1312 0.0000 1.000 0.42 1.68 STOCK_ALERT 0.398 0.5362 0.0774 0.874 0.42 0.24 MAILTO_SUBJ_REMOVE 0.097 0.1377 0.0019 0.986 0.42 1.44 NO_FORMS 0.494 0.6682 0.0887 0.883 0.42 0.49 NO_OBLIGATION 0.137 0.1887 0.0151 0.926 0.42 0.47 SAVE_THOUSANDS 0.560 0.7557 0.1038 0.879 0.42 0.04 CLICK_BELOW_CAPS 0.090 0.1280 0.0000 1.000 0.42 1.76 FORGED_MUA_THEBAT_CS 0.477 0.6439 0.0868 0.881 0.42 0.00 RISK_FREE 0.121 0.1685 0.0113 0.937 0.42 1.69 FORGED_JUNO_RCVD 0.101 0.1417 0.0057 0.962 0.42 1.52 REFINANCE_NOW 0.087 0.1239 0.0000 1.000 0.42 1.68 DATE_IN_FUTURE_48_96 0.184 0.2487 0.0340 0.880 0.42 1.00 SOMETHING_FOR_ADULTS 0.123 0.1701 0.0132 0.928 0.41 1.34 EXCUSE_REMOVE 0.178 0.2406 0.0321 0.882 0.41 0.01 PORN_URL_SEX 0.090 0.1272 0.0019 0.985 0.41 0.00 HTML_SHORT_COMMENT 0.125 0.1725 0.0151 0.920 0.41 1.48 MARKETING_PARTNERS 0.079 0.1126 0.0000 1.000 0.41 1.64 HTML_OBFUSCATE_60_70 0.115 0.1596 0.0113 0.934 0.41 1.56 LOCALPART_IN_SUBJECT 0.141 0.1928 0.0208 0.903 0.41 0.07 OPTING_OUT_CAPS 0.118 0.1636 0.0132 0.925 0.41 0.65 FROM_EXCESS_BASE64 0.083 0.1174 0.0019 0.984 0.41 1.68 FROM_OFFERS 0.076 0.1085 0.0000 1.000 0.41 1.27 RATWARE_NETIP 0.070 0.1004 0.0000 1.000 0.40 1.68 HELO_DYNAMIC_ADELPHIA 0.070 0.1004 0.0000 1.000 0.40 1.76 RCVD_AM_PM 2.156 2.9344 0.3415 0.896 0.40 0.03 NORMAL_HTTP_TO_IP 1.834 2.5011 0.2793 0.900 0.40 0.74 DATE_IN_PAST_03_06 0.088 0.1231 0.0057 0.956 0.40 1.41 SUBJ_YOUR_DEBT 0.079 0.1118 0.0038 0.967 0.40 1.60 SUBJ_YOUR_FAMILY 0.097 0.1344 0.0094 0.934 0.40 1.12 WEIRD_QUOTING 0.070 0.0996 0.0019 0.981 0.40 1.68 OBSCURED_EMAIL 0.065 0.0931 0.0000 1.000 0.40 0.12 HTML_ATTR_BAD 0.069 0.0980 0.0019 0.981 0.40 1.42 ENGLISH_UCE_SUBJECT 0.063 0.0899 0.0000 1.000 0.40 1.60 RATWARE_BOUND_PIECE 0.968 1.3089 0.1736 0.883 0.40 0.63 DIET_1 0.068 0.0964 0.0019 0.981 0.39 0.01 X_ORIG_IP_NOT_IPV4 0.062 0.0891 0.0000 1.000 0.39 0.73 BANG_EXERCISE 0.242 0.3215 0.0566 0.850 0.39 0.29 SUB_FREE_OFFER 0.217 0.2883 0.0509 0.850 0.39 1.05 ADDRESS_IN_SUBJECT 0.133 0.1790 0.0245 0.879 0.39 0.00 SUBJ_CONSONANTS 0.060 0.0850 0.0000 1.000 0.39 1.51 SUBJ_AS_SEEN 0.067 0.0940 0.0038 0.961 0.39 0.05 BILLION_DOLLARS 0.059 0.0000 0.1962 0.000 0.39 -100.00 USER_IN_WHITELIST 1.055 1.4206 0.2038 0.875 0.39 0.85 DATE_IN_PAST_06_12 0.083 0.1142 0.0094 0.924 0.39 1.27 ML_MARKETING 0.061 0.0867 0.0019 0.979 0.39 1.38 ADDR_NUMS_AT_BIGSITE 0.076 0.1053 0.0075 0.933 0.39 0.76 URI_4YOU 0.061 0.0859 0.0019 0.978 0.39 0.90 MSGID_LONG 0.246 0.3256 0.0604 0.844 0.39 0.68 EXCUSE_10 0.057 0.0810 0.0000 1.000 0.39 1.52 SUBJ_LIFE_INSURANCE 0.060 0.0850 0.0019 0.978 0.38 3.20 CHARSET_FARAWAY_HEADER 0.056 0.0794 0.0000 1.000 0.38 1.50 AMATEUR_PORN 0.200 0.0211 0.6170 0.033 0.38 0.00 BAYES_05 0.073 0.1004 0.0075 0.930 0.38 0.10 HAIR_LOSS 0.062 0.0875 0.0038 0.959 0.38 0.52 PORN_15 0.054 0.0769 0.0000 1.000 0.38 1.52 HTML_BADTAG_70_80 2.505 3.4139 0.3887 0.898 0.38 0.91 HTML_20_30 0.052 0.0745 0.0000 1.000 0.38 1.60 EMAIL_ROT13 0.052 0.0745 0.0000 1.000 0.38 1.21 FORWARD_LOOKING 0.050 0.0721 0.0000 1.000 0.38 1.60 HELO_DYNAMIC_HOME_NL 0.049 0.0697 0.0000 1.000 0.38 1.52 TERRA_ES 0.049 0.0697 0.0000 1.000 0.38 1.52 REVERSE_AGING 0.053 0.0745 0.0019 0.975 0.38 1.13 FORGED_EUDORAMAIL_RCVD 0.075 0.1029 0.0113 0.901 0.37 1.05 SOME_BREAKTHROUGH 5.316 7.3267 0.6321 0.921 0.37 0.16 MIME_QP_LONG_LINE 0.240 0.3167 0.0623 0.836 0.37 0.80 DATE_IN_PAST_24_48 0.047 0.0672 0.0000 1.000 0.37 1.44 HELO_DYNAMIC_VTR 8.740 12.0778 0.9642 0.926 0.37 0.58 HTML_90_100 0.084 0.1142 0.0151 0.883 0.37 0.09 BEST_PORN 0.060 0.0834 0.0057 0.936 0.37 2.45 MIME_CHARSET_FARAWAY 0.097 0.1304 0.0189 0.874 0.37 1.16 PORN_URL_MISC 0.062 0.0859 0.0075 0.919 0.37 0.00 HTML_COMMENT_SHORT 0.045 0.0640 0.0000 1.000 0.37 1.44 EXCUSE_24 0.605 0.8035 0.1434 0.849 0.37 0.81 HOT_NASTY 0.804 1.0772 0.1660 0.866 0.37 0.96 DATE_IN_PAST_12_24 0.062 0.0850 0.0075 0.918 0.37 0.00 OFFSHORE_SCAM 0.053 0.0737 0.0038 0.951 0.37 1.52 NASTY_GIRLS 0.044 0.0632 0.0000 1.000 0.37 1.44 HTML_OBFUSCATE_70_80 0.044 0.0632 0.0000 1.000 0.37 0.69 CONFIRMED_FORGED 0.047 0.0664 0.0019 0.972 0.37 0.46 WHILE_YOU_SLEEP 0.047 0.0664 0.0019 0.972 0.37 1.52 FORGED_MUA_MOZILLA 0.161 0.2114 0.0434 0.830 0.37 0.27 BLANK_LINES_80_90 0.049 0.0688 0.0038 0.948 0.36 1.50 FREE_PREVIEW 0.203 0.2657 0.0566 0.824 0.36 0.06 SUBJ_FREE_CAP 0.886 1.1874 0.1830 0.866 0.36 1.03 PLING_PLING 0.041 0.0583 0.0000 1.000 0.36 2.50 MISSING_HB_SEP 0.065 0.0875 0.0113 0.885 0.36 0.00 FREE_PORN 0.040 0.0575 0.0000 1.000 0.36 1.32 MULTI_FORGED 0.040 0.0575 0.0000 1.000 0.36 1.44 HELO_DYNAMIC_RR2 0.040 0.0575 0.0000 1.000 0.36 1.33 COMPETE 0.040 0.0575 0.0000 1.000 0.36 3.20 CHARSET_FARAWAY 8.565 11.7927 1.0453 0.919 0.36 0.10 HTML_FONT_BIG 0.043 0.0607 0.0019 0.970 0.36 0.04 HTML_FONT_SIZE_HUGE 0.039 0.0551 0.0000 1.000 0.36 1.44 CHINA_HEADER 0.038 0.0543 0.0000 1.000 0.36 1.34 HEADER_COUNT_CTYPE 0.037 0.0535 0.0000 1.000 0.36 1.44 DEEP_DISC_MEDS 0.083 0.1102 0.0189 0.854 0.36 0.83 HTML_SHOUTING5 0.037 0.0526 0.0000 1.000 0.36 1.44 FORGED_MSGID_AOL 0.277 0.3596 0.0830 0.812 0.36 0.36 FROM_NO_LOWER 0.048 0.0656 0.0057 0.921 0.36 0.53 LIVE_PORN 0.060 0.0810 0.0113 0.877 0.35 1.25 NUMERIC_HTTP_ADDR 0.039 0.0543 0.0019 0.966 0.35 1.44 DRUG_ED_SILD 0.036 0.0510 0.0000 1.000 0.35 0.03 DIET_3 8.929 12.2738 1.1378 0.915 0.35 0.09 DOMAIN_RATIO 0.034 0.0486 0.0000 1.000 0.35 1.36 WRINKLES 0.033 0.0478 0.0000 1.000 0.35 1.23 BANG_OPRAH 1.144 1.5186 0.2717 0.848 0.35 0.88 HTML_IMAGE_RATIO_04 3.830 5.2087 0.6189 0.894 0.35 0.22 HTML_TAG_EXIST_TBODY 0.037 0.0518 0.0019 0.965 0.35 1.28 MEET_SINGLES 0.033 0.0470 0.0000 1.000 0.35 1.44 FAKE_HELO_EMAIL_COM 0.043 0.0591 0.0057 0.913 0.35 0.06 FREE_ACCESS 0.039 0.0543 0.0038 0.935 0.35 1.42 RATWARE_RCVD_LC_ESMTP 0.032 0.0462 0.0000 1.000 0.35 1.36 SENT_IN_COMPLIANCE 0.094 0.1231 0.0245 0.834 0.35 1.07 URI_NO_WWW_ANY_CGI 7.630 10.4223 1.1246 0.903 0.35 0.00 HTML_LINK_IMAGE_BUG 0.046 0.0632 0.0075 0.893 0.35 0.07 EXCUSE_4 0.518 0.6820 0.1359 0.834 0.35 0.06 NO_COST 0.058 0.0769 0.0132 0.853 0.35 0.00 TO_MALFORMED 0.033 0.0470 0.0019 0.961 0.35 1.31 PORN_16 0.033 0.0470 0.0019 0.961 0.35 1.36 SUBJ_GUARANTEED 0.030 0.0429 0.0000 1.000 0.35 1.44 HARDCORE_PORN 0.029 0.0421 0.0000 1.000 0.34 1.44 BILL_1618 0.029 0.0421 0.0000 1.000 0.34 1.44 WITH_LC_SMTP 0.029 0.0421 0.0000 1.000 0.34 1.36 HELO_DYNAMIC_NTL 0.029 0.0421 0.0000 1.000 0.34 0.03 FAKE_HELO_LYCOS 0.028 0.0405 0.0000 1.000 0.34 1.36 FAKE_HELO_EUDORAMAIL 0.028 0.0397 0.0000 1.000 0.34 1.44 HDR_ORDER_TRIMRS 0.028 0.0397 0.0000 1.000 0.34 1.10 SUBJ_FOR_ONLY 0.027 0.0389 0.0000 1.000 0.34 1.31 DRUGS_SMEAR1 0.052 0.0688 0.0132 0.839 0.34 1.05 GET_PAID 0.026 0.0373 0.0000 1.000 0.34 1.22 MSGID_SPAM_ZEROES 0.732 0.9711 0.1736 0.848 0.34 0.14 TO_CC_NONE 0.073 0.0940 0.0226 0.806 0.34 1.02 SUBJ_YOUR_OWN 0.060 0.0786 0.0170 0.822 0.34 0.04 EXTRA_CASH 0.028 0.0397 0.0019 0.955 0.34 1.36 BARGAIN_URL 0.059 0.0769 0.0170 0.819 0.34 1.18 FREE_QUOTE_INSTANT 4.481 6.0924 0.7264 0.893 0.34 0.61 HTML_40_50 0.082 0.1053 0.0264 0.799 0.33 0.09 GUARANTEED_STUFF 0.027 0.0373 0.0019 0.952 0.33 1.27 BE_BOSS 0.026 0.0356 0.0019 0.950 0.33 0.72 HIDDEN_CHARGES 0.021 0.0300 0.0000 1.000 0.33 0.00 PORN_URL_SLUT 0.019 0.0275 0.0000 1.000 0.33 1.28 HELO_DYNAMIC_HEXIP 0.019 0.0275 0.0000 1.000 0.33 1.19 FAKE_HELO_YAHOO_CA 0.019 0.0267 0.0000 1.000 0.33 1.36 INVALID_DATE_TZ_ABSURD 0.082 0.1053 0.0283 0.788 0.33 0.47 ADDR_FREE 3.840 5.1998 0.6717 0.886 0.33 0.14 HTML_30_40 0.018 0.0259 0.0000 1.000 0.33 1.36 TO_TXT 4.737 6.3321 1.0208 0.861 0.33 0.29 HTML_60_70 4.493 6.0397 0.8887 0.872 0.33 0.13 HTML_50_60 0.198 0.0300 0.5887 0.048 0.33 0.00 BAYES_20 0.017 0.0243 0.0000 1.000 0.33 1.28 HTTP_CTRL_CHARS_HOST 0.017 0.0243 0.0000 1.000 0.33 1.05 EARN_PER_WEEK 0.441 0.5718 0.1377 0.806 0.33 0.00 MIME_MISSING_BOUNDARY 11.776 16.1372 1.6152 0.909 0.33 1.10 MSGID_FROM_MTA_ID 0.024 0.0332 0.0038 0.898 0.33 0.01 FREE_SAMPLE 0.016 0.0235 0.0000 1.000 0.33 1.28 JAPANESE_UCE_SUBJECT 0.016 0.0227 0.0000 1.000 0.32 1.28 PREST_NON_ACCREDITED 1.845 2.4614 0.4076 0.858 0.32 0.00 HTML_TITLE_EMPTY 0.015 0.0211 0.0000 1.000 0.32 0.01 HTML_SHOUTING7 0.015 0.0211 0.0000 1.000 0.32 1.28 EXCUSE_23 0.621 0.8148 0.1698 0.828 0.32 0.74 FROM_HAS_ULINE_NUMS 0.034 0.0445 0.0094 0.825 0.32 0.72 DISGUISE_PORN 0.014 0.0202 0.0000 1.000 0.32 0.95 SUBJ_2_NUM_PARENS 29.274 40.0475 4.1756 0.906 0.32 0.41 MIME_HTML_ONLY 0.128 0.1628 0.0453 0.782 0.32 0.07 MORTGAGE_BEST 0.823 1.0829 0.2170 0.833 0.32 0.04 HTML_BACKHAIR_2 0.014 0.0194 0.0000 1.000 0.32 0.00 HTML_BADTAG_80_90 0.014 0.0194 0.0000 1.000 0.32 1.28 NONEXISTENT_CHARSET 0.014 0.0194 0.0000 1.000 0.32 1.28 DRUG_ED_COMBO 0.016 0.0227 0.0019 0.923 0.32 1.28 FORGED_TELESP_RCVD 0.013 0.0186 0.0000 1.000 0.32 1.01 YAHOO_DRS_REDIR 0.011 0.0162 0.0000 1.000 0.32 100.00 USER_IN_BLACKLIST 0.011 0.0162 0.0000 1.000 0.32 1.04 TO_RECIP_MARKER 0.011 0.0162 0.0000 1.000 0.32 1.28 FROM_NONSENDING_DOMAIN 0.031 0.0405 0.0094 0.811 0.32 1.02 FIN_FREE 0.011 0.0154 0.0000 1.000 0.32 1.24 HTML_OBFUSCATE_80_90 0.133 0.1693 0.0491 0.775 0.32 0.01 MORTGAGE_RATES 0.045 0.0575 0.0170 0.772 0.32 0.00 DIET_2 0.034 0.0437 0.0113 0.794 0.32 1.17 EXCUSE_12 1.489 1.9625 0.3849 0.836 0.32 0.96 UNDISC_RECIPS 0.010 0.0146 0.0000 1.000 0.32 0.00 HELO_DYNAMIC_VELOX 0.010 0.0146 0.0000 1.000 0.32 1.19 WE_HONOR_ALL 0.010 0.0146 0.0000 1.000 0.32 1.20 RATWARE_JPFREE 0.010 0.0138 0.0000 1.000 0.31 0.00 HTML_OBFUSCATE_90_100 0.010 0.0000 0.0321 0.000 0.31 -15.00 USER_IN_DEF_WHITELIST 0.009 0.0130 0.0000 1.000 0.31 1.20 NO_MEDICAL 0.117 0.1474 0.0453 0.765 0.31 0.05 CONSOLIDATE_DEBT 0.009 0.0121 0.0000 1.000 0.31 1.20 MICRO_CAP_WARNING 0.008 0.0113 0.0000 1.000 0.31 0.00 TO_NO_USER 0.008 0.0113 0.0000 1.000 0.31 0.01 T_HTML_IFRAME_SRC 0.008 0.0113 0.0000 1.000 0.31 1.20 JS_FROMCHARCODE 0.056 0.0697 0.0245 0.740 0.31 0.00 HIDE_WIN_STATUS 0.056 0.0697 0.0245 0.740 0.31 0.12 ACT_NOW_CAPS 14.112 18.6861 3.4567 0.844 0.31 0.00 UNPARSEABLE_RELAY 0.007 0.0105 0.0000 1.000 0.31 0.18 JOIN_MILLIONS 0.007 0.0105 0.0000 1.000 0.31 0.00 RCVD_BONUS_SPC_DATE 0.007 0.0105 0.0000 1.000 0.31 0.00 HDR_ORDER_MTSRIX 0.025 0.0316 0.0094 0.770 0.31 0.09 HTML_SHOUTING6 0.007 0.0097 0.0000 1.000 0.31 0.00 CONFIDENTIAL_ORDER 0.043 0.0535 0.0189 0.739 0.31 0.49 FULL_REFUND 2.804 3.7306 0.6453 0.853 0.31 0.00 HTML_FONT_INVISIBLE 0.006 0.0081 0.0000 1.000 0.31 0.00 FORGED_AOL_RCVD 0.009 0.0113 0.0019 0.857 0.30 0.00 FROM_AND_TO_SAME 0.005 0.0073 0.0000 1.000 0.30 0.00 REMOVE_POSTAL 0.004 0.0057 0.0000 1.000 0.30 0.00 HELO_DYNAMIC_TELIA 43.547 58.1877 9.4400 0.860 0.30 0.00 HTML_MESSAGE 0.322 0.4082 0.1226 0.769 0.30 0.00 MISSING_DATE 0.013 0.0162 0.0057 0.741 0.30 0.73 AMAZING_STUFF 0.436 0.5589 0.1491 0.789 0.30 0.08 TO_EMPTY 0.003 0.0000 0.0094 0.000 0.30 -6.00 USER_IN_WHITELIST_TO 0.003 0.0040 0.0000 1.000 0.30 0.00 YOU_CAN_SEARCH 1.734 2.2840 0.4528 0.835 0.30 0.00 HTML_WEB_BUGS 0.002 0.0032 0.0000 1.000 0.30 0.00 FORGED_GW05_RCVD 2.196 2.8810 0.6000 0.828 0.30 0.03 ADVANCE_FEE_1 0.002 0.0024 0.0000 1.000 0.30 2.50 HEAD_LONG 0.001 0.0016 0.0000 1.000 0.30 0.00 YAHOO_RD_REDIR 0.001 0.0016 0.0000 1.000 0.30 0.00 HELO_DYNAMIC_CHELLO_NO 0.001 0.0016 0.0000 1.000 0.30 0.01 T_PH_SEC 0.031 0.0373 0.0151 0.712 0.30 0.00 RECEIVE_OFFER 0.001 0.0008 0.0000 1.000 0.30 0.01 T_PP_PHISH 0.001 0.0008 0.0000 1.000 0.30 0.00 RATWARE_HASH_DASH 0.001 0.0008 0.0000 1.000 0.30 0.01 T_PH_REC 13.053 16.4944 5.0360 0.766 0.30 0.28 RCVD_BY_IP 0.029 0.0356 0.0151 0.702 0.30 0.45 REPLY_TO_EMPTY 0.003 0.0032 0.0019 0.632 0.30 0.00 RATWARE_STORM_URI 0.000 0.0000 0.0000 0.500 0.30 100.00 SUBJECT_IN_BLACKLIST 0.000 0.0000 0.0000 0.500 0.30 -5.00 HASHCASH_HIGH 0.000 0.0000 0.0000 0.500 0.30 0.00 MSGID_SPAM_99X9XX99 0.000 0.0000 0.0000 0.500 0.30 10.00 USER_IN_BLACKLIST_TO 0.000 0.0000 0.0000 0.500 0.30 -3.00 HASHCASH_24 0.000 0.0000 0.0000 0.500 0.30 0.10 MICROSOFT_EXECUTABLE 0.000 0.0000 0.0000 0.500 0.30 0.00 RESISTANCE_IS_FUTILE 0.000 0.0000 0.0000 0.500 0.30 0.50 HTML_CHARSET_FARAWAY 0.000 0.0000 0.0000 0.500 0.30 2.50 FRAGMENTED_MESSAGE 0.000 0.0000 0.0000 0.500 0.30 -20.00 USER_IN_MORE_SPAM_TO 0.000 0.0000 0.0000 0.500 0.30 0.10 MIME_SUSPECT_NAME 0.000 0.0000 0.0000 0.500 0.30 -4.00 HASHCASH_25 0.000 0.0000 0.0000 0.500 0.30 0.01 T_EB_PHISH 0.000 0.0000 0.0000 0.500 0.30 -1.00 HASHCASH_22 0.000 0.0000 0.0000 0.500 0.30 -0.50 HASHCASH_20 0.000 0.0000 0.0000 0.500 0.30 1.00 AWL 0.000 0.0000 0.0000 0.500 0.30 1000.00 GTUBE 0.000 0.0000 0.0000 0.500 0.30 2.80 UNWANTED_LANGUAGE_BODY 0.000 0.0000 0.0000 0.500 0.30 -0.70 HASHCASH_21 0.000 0.0000 0.0000 0.500 0.30 1.50 BODY_8BITS 0.000 0.0000 0.0000 0.500 0.30 0.10 HASHCASH_2SPEND 0.000 0.0000 0.0000 0.500 0.30 0.00 MSGID_FROM_MTA_HOTMAIL 0.000 0.0000 0.0000 0.500 0.30 0.00 ACCESSDB 0.000 0.0000 0.0000 0.500 0.30 -100.00 USER_IN_ALL_SPAM_TO 0.000 0.0000 0.0000 0.500 0.30 -2.00 HASHCASH_23 0.000 0.0000 0.0000 0.500 0.30 -100.00 SUBJECT_IN_WHITELIST 0.002 0.0016 0.0019 0.462 0.29 0.00 FAKED_UNDISC_RECIPS 0.035 0.0421 0.0189 0.691 0.29 0.05 MISSING_MIME_HB_SEP 0.480 0.6180 0.1585 0.796 0.29 0.15 MORTGAGE_PITCH 0.003 0.0016 0.0057 0.222 0.29 -0.00 NO_RECEIVED 0.002 0.0016 0.0038 0.300 0.29 2.50 HIGH_CODEPAGE_URI 7.021 8.7627 2.9643 0.747 0.29 0.00 HTML_80_90 1.382 1.7989 0.4113 0.814 0.28 0.00 URI_HEX 4.853 6.2657 1.5604 0.801 0.28 0.00 HTML_70_80 23.396 19.2677 33.0126 0.369 0.28 0.00 FORGED_RCVD_HELO 0.617 0.7897 0.2132 0.787 0.27 0.00 FROM_EXCESS_QP 0.060 0.0697 0.0377 0.649 0.27 0.38 DATE_IN_PAST_48_96 0.114 0.1361 0.0623 0.686 0.26 0.00 FROM_NO_USER 0.005 0.0000 0.0151 0.000 0.25 0.00 MIME_BOUND_DIGITS_7 3.499 4.4101 1.3755 0.762 0.25 0.00 BAYES_50 0.183 0.2211 0.0943 0.701 0.25 0.00 BANG_MORE 1.209 1.5308 0.4585 0.770 0.25 0.08 MSGID_FROM_MTA_HEADER 7.416 7.5130 7.1890 0.511 0.25 0.09 NO_REAL_NAME 0.575 0.7273 0.2189 0.769 0.25 0.09 PLING_QUERY 1.600 2.0240 0.6132 0.767 0.25 0.02 UPPERCASE_25_50 0.320 0.3920 0.1509 0.722 0.24 0.00 LOTS_OF_STUFF 0.155 0.1839 0.0887 0.675 0.23 0.00 HTML_FONT_FACE_CAPS 0.796 0.9784 0.3698 0.726 0.23 0.00 REMOVE_PAGE 0.524 0.6504 0.2302 0.739 0.22 0.00 HTML_EVENT_UNSAFE 0.830 1.0213 0.3849 0.726 0.22 0.00 LOW_PRICE 1.933 2.2605 1.1699 0.659 0.20 0.31 MAILTO_TO_SPAM_ADDR 0.214 0.0616 0.5679 0.098 0.19 0.00 BAYES_40 0.432 0.5095 0.2510 0.670 0.18 0.05 MISSING_HEADERS 2.442 2.7376 1.7529 0.610 0.18 0.00 HTML_BADTAG_00_10 1.824 2.0427 1.3151 0.608 0.17 0.00 MIME_HEADER_CTYPE_ONLY 0.385 0.4479 0.2396 0.651 0.17 0.00 WEIRD_PORT 0.652 0.7613 0.3962 0.658 0.16 0.00 URI_DIGITS 0.559 0.6439 0.3623 0.640 0.16 0.03 HTML_IMAGE_RATIO_06 0.064 0.0575 0.0792 0.421 0.16 0.00 BLANK_LINES_90_100 0.369 0.4066 0.2830 0.590 0.14 0.00 HTML_IMAGE_RATIO_08 1.307 1.3534 1.1982 0.530 0.13 0.00 HTML_NONELEMENT_00_10 0.764 0.8221 0.6302 0.566 0.11 0.00 HTML_NONELEMENT_10_20 1.169 0.9525 1.6718 0.363 0.03 0.00 URI_REDIRECTOR 0.380 0.3345 0.4849 0.408 0.00 0.00 TO_ADDRESS_EQ_REAL Rule file versions for which these results apply: (SpamAssassin Version string: 3.001000-pre4-cvs) -rw-r--r-- 1 jm other 5479 Jul 29 00:06 10_misc.cf -rw-r--r-- 1 jm other 8141 May 12 22:52 20_advance_fee.cf -rw-r--r-- 1 jm other 1602 May 12 22:52 20_anti_ratware.cf -rw-r--r-- 1 jm other 6719 May 12 22:52 20_body_tests.cf -rw-r--r-- 1 jm other 1563 May 12 22:52 20_compensate.cf -rw-r--r-- 1 jm other 14309 Aug 6 22:41 20_dnsbl_tests.cf -rw-r--r-- 1 jm other 15665 May 12 22:52 20_drugs.cf -rw-r--r-- 1 jm other 11486 May 12 22:52 20_fake_helo_tests.cf -rw-r--r-- 1 jm other 32870 May 26 04:39 20_head_tests.cf -rw-r--r-- 1 jm other 17530 May 12 22:52 20_html_tests.cf -rw-r--r-- 1 jm other 3334 May 12 22:52 20_meta_tests.cf -rw-r--r-- 1 jm other 2164 May 12 22:52 20_net_tests.cf -rw-r--r-- 1 jm other 15986 Aug 9 01:16 20_phrases.cf -rw-r--r-- 1 jm other 4817 May 12 22:52 20_porn.cf -rw-r--r-- 1 jm other 16793 May 12 22:52 20_ratware.cf -rw-r--r-- 1 jm other 7852 Jul 29 00:06 20_uri_tests.cf -rw-r--r-- 1 jm other 2334 May 12 22:52 23_bayes.cf -rw-r--r-- 1 jm other 420 May 19 07:28 25_accessdb.cf -rw-r--r-- 1 jm other 1342 May 12 22:52 25_antivirus.cf -rw-r--r-- 1 jm other 9114 May 12 22:52 25_body_tests_es.cf -rw-r--r-- 1 jm other 17673 May 12 22:52 25_body_tests_pl.cf -rw-r--r-- 1 jm other 190 May 12 22:52 25_dcc.cf -rw-r--r-- 1 jm other 1944 May 12 22:52 25_domainkeys.cf -rw-r--r-- 1 jm other 2735 May 12 22:52 25_hashcash.cf -rw-r--r-- 1 jm other 189 May 12 22:52 25_pyzor.cf -rw-r--r-- 1 jm other 2201 May 19 07:28 25_razor2.cf -rw-r--r-- 1 jm other 8342 May 19 07:28 25_replace.cf -rw-r--r-- 1 jm other 2870 Jul 29 00:06 25_spf.cf -rw-r--r-- 1 jm other 352 May 12 22:52 25_textcat.cf -rw-r--r-- 1 jm other 6541 Jul 29 00:06 25_uribl.cf -rw-r--r-- 1 jm other 47112 Jul 29 00:06 30_text_de.cf -rw-r--r-- 1 jm other 34883 Jul 29 00:06 30_text_fr.cf -rw-r--r-- 1 jm other 1667 May 12 22:52 30_text_it.cf -rw-r--r-- 1 jm other 38211 Jul 29 00:06 30_text_nl.cf -rw-r--r-- 1 jm other 30281 May 19 07:28 30_text_pl.cf -rw-r--r-- 1 jm other 2883 May 12 22:52 30_text_pt_br.cf -rw-r--r-- 1 jm other 35221 Aug 9 01:13 50_scores.cf -rw-r--r-- 1 jm other 1113 May 12 22:52 60_awl.cf -rw-r--r-- 1 jm other 4903 Jul 29 00:06 60_whitelist.cf -rw-r--r-- 1 jm other 3480 Jul 29 00:06 60_whitelist_spf.cf -rw-r--r-- 1 jm other 1723 Jul 29 00:06 60_whitelist_subject.cf -rw-r--r-- 1 jm other 6201 May 12 22:52 70_broken_rules.cf -rw-r--r-- 1 jm other 60 Jul 29 00:06 70_scraped.cf -rw-r--r-- 1 jm other 1926 Aug 9 01:18 70_testing.cf -rw-r--r-- 1 jm other 1208 Jul 29 00:06 local.cf -rw-r--r-- 1 jm other 2679 May 12 22:52 regression_tests.cf