STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 28690 99.95% # Correctly spam: 52582 94.01% # False positives: 14 0.05% # False negatives: 3351 5.99% # TCR(l=50): 13.807208 SpamRecall: 94.009% SpamPrec: 99.973% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 419 1.46% # Correctly spam: 55933 100.00% # False positives: 28285 98.54% # False negatives: 0 0.00% # TCR(l=50): 0.039550 SpamRecall: 100.000% SpamPrec: 66.415% # SUMMARY for threshold -3.0: # Correctly non-spam: 419 1.46% # Correctly spam: 55933 100.00% # False positives: 28285 98.54% # False negatives: 0 0.00% # TCR(l=50): 0.039550 SpamRecall: 100.000% SpamPrec: 66.415% # SUMMARY for threshold -2.0: # Correctly non-spam: 976 3.40% # Correctly spam: 55931 100.00% # False positives: 27728 96.60% # False negatives: 2 0.00% # TCR(l=50): 0.040344 SpamRecall: 99.996% SpamPrec: 66.856% # SUMMARY for threshold -1.0: # Correctly non-spam: 1214 4.23% # Correctly spam: 55931 100.00% # False positives: 27490 95.77% # False negatives: 2 0.00% # TCR(l=50): 0.040693 SpamRecall: 99.996% SpamPrec: 67.047% # SUMMARY for threshold 0.0: # Correctly non-spam: 1291 4.50% # Correctly spam: 55931 100.00% # False positives: 27413 95.50% # False negatives: 2 0.00% # TCR(l=50): 0.040808 SpamRecall: 99.996% SpamPrec: 67.109% # SUMMARY for threshold 1.0: # Correctly non-spam: 25124 87.53% # Correctly spam: 55650 99.49% # False positives: 3580 12.47% # False negatives: 283 0.51% # TCR(l=50): 0.311982 SpamRecall: 99.494% SpamPrec: 93.956% # SUMMARY for threshold 2.0: # Correctly non-spam: 28062 97.76% # Correctly spam: 55223 98.73% # False positives: 642 2.24% # False negatives: 710 1.27% # TCR(l=50): 1.704755 SpamRecall: 98.731% SpamPrec: 98.851% # SUMMARY for threshold 3.0: # Correctly non-spam: 28520 99.36% # Correctly spam: 54506 97.45% # False positives: 184 0.64% # False negatives: 1427 2.55% # TCR(l=50): 5.263292 SpamRecall: 97.449% SpamPrec: 99.664% # SUMMARY for threshold 4.0: # Correctly non-spam: 28648 99.80% # Correctly spam: 53613 95.85% # False positives: 56 0.20% # False negatives: 2320 4.15% # TCR(l=50): 10.924414 SpamRecall: 95.852% SpamPrec: 99.896% # SUMMARY for threshold 4.5: # Correctly non-spam: 28676 99.90% # Correctly spam: 53244 95.19% # False positives: 28 0.10% # False negatives: 2689 4.81% # TCR(l=50): 13.678895 SpamRecall: 95.192% SpamPrec: 99.947% # SUMMARY for threshold 5.5: # Correctly non-spam: 28694 99.97% # Correctly spam: 51938 92.86% # False positives: 10 0.03% # False negatives: 3995 7.14% # TCR(l=50): 12.443382 SpamRecall: 92.858% SpamPrec: 99.981% # SUMMARY for threshold 6.0: # Correctly non-spam: 28699 99.98% # Correctly spam: 51289 91.70% # False positives: 5 0.02% # False negatives: 4644 8.30% # TCR(l=50): 11.428893 SpamRecall: 91.697% SpamPrec: 99.990% # SUMMARY for threshold 6.5: # Correctly non-spam: 28701 99.99% # Correctly spam: 50521 90.32% # False positives: 3 0.01% # False negatives: 5412 9.68% # TCR(l=50): 10.056275 SpamRecall: 90.324% SpamPrec: 99.994% # SUMMARY for threshold 7.0: # Correctly non-spam: 28702 99.99% # Correctly spam: 49503 88.50% # False positives: 2 0.01% # False negatives: 6430 11.50% # TCR(l=50): 8.565544 SpamRecall: 88.504% SpamPrec: 99.996% # SUMMARY for threshold 8.0: # Correctly non-spam: 28703 100.00% # Correctly spam: 47607 85.11% # False positives: 1 0.00% # False negatives: 8326 14.89% # TCR(l=50): 6.677770 SpamRecall: 85.114% SpamPrec: 99.998% # SUMMARY for threshold 9.0: # Correctly non-spam: 28703 100.00% # Correctly spam: 45692 81.69% # False positives: 1 0.00% # False negatives: 10241 18.31% # TCR(l=50): 5.435137 SpamRecall: 81.691% SpamPrec: 99.998% # SUMMARY for threshold 10.0: # Correctly non-spam: 28703 100.00% # Correctly spam: 43762 78.24% # False positives: 1 0.00% # False negatives: 12171 21.76% # TCR(l=50): 4.576794 SpamRecall: 78.240% SpamPrec: 99.998% # SUMMARY for threshold 12.0: # Correctly non-spam: 28703 100.00% # Correctly spam: 39018 69.76% # False positives: 1 0.00% # False negatives: 16915 30.24% # TCR(l=50): 3.296964 SpamRecall: 69.758% SpamPrec: 99.997% # SUMMARY for threshold 15.0: # Correctly non-spam: 28703 100.00% # Correctly spam: 29720 53.14% # False positives: 1 0.00% # False negatives: 26213 46.86% # TCR(l=50): 2.129726 SpamRecall: 53.135% SpamPrec: 99.997% # SUMMARY for threshold 17.0: # Correctly non-spam: 28704 100.00% # Correctly spam: 23992 42.89% # False positives: 0 0.00% # False negatives: 31941 57.11% # TCR(l=50): 1.751135 SpamRecall: 42.894% SpamPrec: 100.000% # SUMMARY for threshold 20.0: # Correctly non-spam: 28704 100.00% # Correctly spam: 16261 29.07% # False positives: 0 0.00% # False negatives: 39672 70.93% # TCR(l=50): 1.409886 SpamRecall: 29.072% 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 766648 506602 260046 0.661 0.00 0.00 (all messages) 100.000 66.0801 33.9199 0.661 0.00 0.00 (all messages as %) 24.401 36.9262 0.0004 1.000 1.00 3.60 X_MESSAGE_INFO 22.270 33.7006 0.0004 1.000 1.00 3.60 MIME_BOUND_DD_DIGITS 14.435 21.8442 0.0015 1.000 0.98 3.52 HELO_DYNAMIC_IPADDR 9.507 14.3876 0.0004 1.000 0.98 3.52 RCVD_DOUBLE_IP_SPAM 8.037 12.1626 0.0008 1.000 0.97 3.50 MSGID_SPAM_CAPS 6.977 10.5580 0.0012 1.000 0.96 0.00 DRUGS_ANXIETY_EREC 6.596 9.9814 0.0019 1.000 0.95 0.77 DRUGS_DIET 5.571 8.4309 0.0004 1.000 0.95 0.03 DRUGS_MANYKINDS 6.088 9.2122 0.0015 1.000 0.95 0.00 DRUGS_DIET_EREC 5.084 7.6944 0.0000 1.000 0.95 3.44 DRUGS_ANXIETY_OBFU 6.112 9.2477 0.0031 1.000 0.94 2.79 HELO_DYNAMIC_DHCP 4.647 7.0320 0.0000 1.000 0.94 3.36 DRUGS_SLEEP_EREC 4.793 7.2530 0.0008 1.000 0.94 3.36 HELO_DYNAMIC_HCC 5.322 8.0521 0.0035 1.000 0.93 0.00 BAYES_99 4.405 6.6652 0.0008 1.000 0.93 0.00 DRUGS_DIET_PAIN 4.320 6.5365 0.0012 1.000 0.92 0.00 DRUGS_DEPR_EREC 4.194 6.3470 0.0012 1.000 0.92 3.27 HELO_DYNAMIC_IPADDR2 7.325 11.0807 0.0081 0.999 0.92 1.07 HTML_BACKHAIR_8 13.075 19.7800 0.0115 0.999 0.92 2.80 RCVD_HELO_IP_MISMATCH 6.726 10.1739 0.0096 0.999 0.91 2.09 DRUGS_ERECTILE_OBFU 29.961 45.3314 0.0162 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI 2.846 4.3067 0.0008 1.000 0.90 2.96 DATE_SPAMWARE_Y2K 4.780 7.2301 0.0058 0.999 0.90 0.32 DRUGS_SLEEP 2.406 3.6411 0.0000 1.000 0.90 2.54 SUBJECT_DRUG_GAP_X 3.701 5.5991 0.0035 0.999 0.90 3.15 DRUGS_PAIN_OBFU 2.249 3.4035 0.0000 1.000 0.90 2.55 RATWARE_RCVD_AT 2.221 3.3604 0.0000 1.000 0.90 2.00 SUBJECT_DRUG_GAP_VA 2.210 3.3440 0.0000 1.000 0.89 3.20 RATWARE_ZERO_TZ 2.215 3.3513 0.0004 1.000 0.89 0.01 HTML_NONELEMENT_90_100 8.276 12.5173 0.0135 0.999 0.89 2.82 DRUGS_ANXIETY 5.015 7.5843 0.0092 0.999 0.89 0.00 DRUGS_PAIN_EREC 1.909 2.8883 0.0000 1.000 0.89 2.00 SUBJECT_DRUG_GAP_S 6.141 9.2868 0.0131 0.999 0.88 3.11 UNIQUE_WORDS 1.757 2.6583 0.0000 1.000 0.88 3.20 HELO_DYNAMIC_ATTBI 3.059 0.0030 9.0123 0.000 0.88 0.00 BAYES_00 1.727 2.6135 0.0000 1.000 0.88 0.75 HTML_BADTAG_90_100 2.981 4.5087 0.0058 0.999 0.88 3.20 FORGED_MUA_OUTLOOK 3.153 4.7675 0.0077 0.998 0.87 2.63 MSGID_RANDY 7.769 11.7479 0.0169 0.999 0.87 2.88 HTML_IMAGE_ONLY_08 4.620 6.9862 0.0112 0.998 0.86 0.01 DRUGS_MUSCLE 4.918 7.4364 0.0127 0.998 0.86 2.55 DOMAIN_RATIO 1.832 2.7704 0.0035 0.999 0.86 3.12 HTML_IMAGE_ONLY_04 1.446 2.1889 0.0000 1.000 0.86 3.12 HELO_DYNAMIC_OOL 2.990 4.5189 0.0104 0.998 0.85 3.04 MSGID_DOLLARS 1.516 2.2931 0.0023 0.999 0.85 1.08 FORGED_MUA_AOL_FROM 2.825 4.2696 0.0104 0.998 0.84 0.93 HTML_OBFUSCATE_10_20 1.142 1.7286 0.0000 1.000 0.84 2.42 MSGID_YAHOO_CAPS 1.106 1.6743 0.0000 1.000 0.84 3.04 HELO_DYNAMIC_COMCAST 2.312 3.4937 0.0096 0.997 0.84 1.32 UNRESOLVED_TEMPLATE 1.232 1.8634 0.0015 0.999 0.84 0.02 HTML_NONELEMENT_80_90 1.287 1.9465 0.0027 0.999 0.83 2.96 MSGID_SPAM_LETTERS 4.563 6.8961 0.0165 0.998 0.83 0.00 DRUGS_DEPRESSION 2.150 3.2487 0.0096 0.997 0.83 1.00 HTML_OBFUSCATE_20_30 1.017 1.5397 0.0000 1.000 0.83 2.52 HTML_OBFUSCATE_30_40 1.345 2.0326 0.0042 0.998 0.82 0.00 FORGED_AOL_HTML 0.918 1.3889 0.0000 1.000 0.82 2.35 DRUGS_DIET_OBFU 0.929 1.4052 0.0004 1.000 0.82 2.63 HTML_OBFUSCATE_50_60 6.057 9.1539 0.0246 0.997 0.81 2.87 DRUGS_PAIN 1.091 1.6490 0.0035 0.998 0.81 2.66 SUBJECT_DRUG_GAP_VIA 0.852 1.2898 0.0004 1.000 0.81 2.87 HELO_DYNAMIC_SPLIT_IP 0.859 1.2998 0.0008 0.999 0.81 2.88 STRONG_BUY 1.106 1.6713 0.0042 0.997 0.81 1.49 INVALID_TZ_EST 0.819 1.2388 0.0004 1.000 0.81 2.88 RATWARE_RCVD_PF 0.845 1.2783 0.0008 0.999 0.81 2.67 MIME_BOUND_DIGITS_15 0.806 1.2197 0.0008 0.999 0.80 2.73 ONLINE_PHARMACY 1.637 2.4718 0.0112 0.996 0.80 2.88 SUBJ_ILLEGAL_CHARS 0.720 1.0898 0.0000 1.000 0.80 2.64 HTML_OBFUSCATE_40_50 1.026 1.5486 0.0065 0.996 0.79 0.00 HTML_NONELEMENT_50_60 3.067 4.6303 0.0212 0.995 0.79 0.08 FORGED_OUTLOOK_HTML 2.175 3.2819 0.0173 0.995 0.78 0.00 FORGED_OUTLOOK_TAGS 0.660 0.9994 0.0000 1.000 0.78 2.24 UNIVERSITY_DIPLOMAS 3.702 5.5906 0.0238 0.996 0.78 2.36 HTML_IMAGE_ONLY_12 35.588 53.8320 0.0454 0.999 0.78 1.84 MPART_ALT_DIFF 0.799 1.2065 0.0046 0.996 0.78 1.59 OBFUSCATING_COMMENT 0.620 0.9386 0.0000 1.000 0.78 2.80 HELO_DYNAMIC_YAHOOBB 0.652 0.9864 0.0015 0.998 0.77 1.99 SUBJECT_DRUG_GAP_C 0.576 0.8715 0.0000 1.000 0.77 2.80 VIA_GAP_GRA 11.973 18.0980 0.0415 0.998 0.77 2.79 LONGWORDS 0.795 1.1998 0.0054 0.996 0.77 0.44 HTML_ATTR_UNIQUE 0.808 1.2201 0.0062 0.995 0.77 1.39 HTML_FONT_SIZE_LARGE 0.679 1.0255 0.0031 0.997 0.77 0.49 HTML_NONELEMENT_70_80 0.585 0.8849 0.0015 0.998 0.76 2.67 HG_HORMONE 0.554 0.8387 0.0008 0.999 0.76 0.00 HTML_BADTAG_40_50 0.548 0.8298 0.0004 1.000 0.76 0.86 HTML_BADTAG_50_60 2.073 3.1261 0.0215 0.993 0.76 2.24 URI_AFFILIATE 0.547 0.8281 0.0004 1.000 0.76 2.49 HTML_SHORT_CENTER 0.533 0.8062 0.0000 1.000 0.76 1.73 HTML_BADTAG_60_70 1.659 2.5014 0.0177 0.993 0.76 1.47 SUSPICIOUS_RECIPS 0.519 0.7852 0.0000 1.000 0.76 2.72 EMAIL_ROT13 0.533 0.8062 0.0004 1.000 0.76 2.29 PERCENT_RANDOM 0.550 0.8320 0.0015 0.998 0.75 2.36 STOCK_ALERT 0.505 0.7637 0.0000 1.000 0.75 2.04 INVALID_TZ_CST 0.710 1.0709 0.0062 0.994 0.75 0.00 HTML_BADTAG_20_30 0.551 0.8322 0.0023 0.997 0.75 2.72 OBSCURED_EMAIL 0.571 0.8626 0.0031 0.996 0.75 0.34 DRUG_DOSAGE 0.725 1.0920 0.0088 0.992 0.74 0.11 STOCK_PICK 0.691 1.0418 0.0077 0.993 0.74 2.64 ALL_NATURAL 0.471 0.7122 0.0015 0.998 0.74 2.64 MSGID_SPAM_ALPHA_NUM 2.446 3.6867 0.0281 0.992 0.73 1.01 HTML_FONT_LOW_CONTRAST 0.460 0.6948 0.0012 0.998 0.73 2.09 X_AUTH_WARN_FAKED 0.893 1.3444 0.0135 0.990 0.73 2.61 FORGED_HOTMAIL_RCVD 0.515 0.7767 0.0038 0.995 0.73 0.24 HTML_NONELEMENT_60_70 0.420 0.6354 0.0000 1.000 0.73 2.26 HTML_OBFUSCATE_60_70 1.442 2.1705 0.0219 0.990 0.72 0.43 HTML_OBFUSCATE_05_10 0.372 0.5632 0.0000 1.000 0.72 2.56 SUBJECT_DRUG_GAP_VIC 0.463 0.6978 0.0042 0.994 0.72 1.35 SUBJECT_DIET 0.565 0.8504 0.0085 0.990 0.71 1.33 URI_OFFERS 0.493 0.7422 0.0065 0.991 0.71 0.06 HTML_TAG_BALANCE_HEAD 0.801 1.2041 0.0162 0.987 0.70 2.45 SUBJ_DOLLARS 0.416 0.6277 0.0038 0.994 0.70 0.86 FROM_ILLEGAL_CHARS 0.384 0.5794 0.0027 0.995 0.70 0.00 HTML_BADTAG_30_40 0.691 1.0389 0.0135 0.987 0.70 2.05 MONEY_BACK 0.328 0.4962 0.0000 1.000 0.70 2.48 DEEP_DISC_MEDS 0.343 0.5178 0.0015 0.997 0.70 2.48 NIGERIAN_BODY1 1.906 2.8667 0.0335 0.988 0.70 1.78 MIME_BASE64_TEXT 0.425 0.6400 0.0054 0.992 0.70 0.00 HTML_SHORT_COMMENT 0.321 0.4850 0.0008 0.998 0.69 1.45 BANG_EXERCISE 0.313 0.4728 0.0004 0.999 0.69 0.02 FORGED_AOL_TAGS 0.372 0.5614 0.0038 0.993 0.69 0.62 SUBJECT_DRUG_GAP_P 0.306 0.4635 0.0000 1.000 0.69 2.18 RATWARE_EGROUPS 0.310 0.4694 0.0004 0.999 0.69 2.42 FORGED_MUA_OIMO 0.294 0.4447 0.0000 1.000 0.69 2.48 FORGED_MUA_THEBAT_BOUN 0.274 0.4149 0.0000 1.000 0.68 1.92 REVERSE_AGING 0.417 0.6275 0.0077 0.988 0.68 0.10 IMPOTENCE 0.628 0.9426 0.0162 0.983 0.68 0.00 HTML_FONT_SIZE_NONE 0.275 0.4159 0.0008 0.998 0.67 2.40 NIGERIAN_BODY2 1.045 0.0138 3.0537 0.005 0.67 -2.40 ALL_TRUSTED 0.312 0.4702 0.0031 0.993 0.67 1.51 FORGED_MUA_EUDORA 0.261 0.3948 0.0000 1.000 0.67 1.66 HTML_BADTAG_70_80 0.249 0.3762 0.0000 1.000 0.67 2.31 HTML_OBFUSCATE_70_80 0.244 0.3691 0.0000 1.000 0.67 2.40 FORGED_THEBAT_HTML 0.938 1.4060 0.0265 0.981 0.67 0.81 BODY_ENHANCEMENT2 1.526 2.2906 0.0358 0.985 0.66 0.00 HTML_BACKHAIR_4 4.589 6.9133 0.0611 0.991 0.66 0.22 HTML_TITLE_UNTITLED 0.231 0.3502 0.0000 1.000 0.66 2.40 FAKE_OUTBLAZE_RCVD 0.399 0.5991 0.0096 0.984 0.66 0.01 HTML_COMMENT_SHORT 0.239 0.3620 0.0008 0.998 0.66 0.02 FORGED_IMS_HTML 0.222 0.3366 0.0000 1.000 0.66 2.40 KOREAN_UCE_SUBJECT 0.264 0.3981 0.0027 0.993 0.66 1.39 FROM_NUM_AT_WEBMAIL 0.471 0.7059 0.0142 0.980 0.65 0.00 HTML_NONELEMENT_40_50 0.211 0.3190 0.0000 1.000 0.65 2.32 HELO_DYNAMIC_DIALIN 0.242 0.3646 0.0019 0.995 0.65 0.01 ENTITY_DEC_ALPHANUM 10.342 15.6026 0.0923 0.994 0.65 1.25 DRUGS_ERECTILE 0.207 0.3137 0.0000 1.000 0.65 2.32 HELO_DYNAMIC_ADELPHIA 0.206 0.3119 0.0000 1.000 0.65 2.12 SUBJECT_DRUG_GAP_L 0.342 0.5130 0.0092 0.982 0.65 0.12 DRUG_ED_CAPS 0.311 0.4676 0.0073 0.985 0.64 0.89 FORGED_MUA_IMS 0.207 0.3123 0.0008 0.998 0.64 0.67 BANG_OPRAH 0.198 0.3000 0.0000 1.000 0.64 2.32 HDR_ORDER_TRIMRS 0.323 0.4850 0.0085 0.983 0.64 0.88 SORTED_RECIPS 0.291 0.4364 0.0065 0.985 0.64 0.93 SAVE_THOUSANDS 1.219 1.8253 0.0377 0.980 0.64 0.00 HTML_FONT_SIZE_TINY 0.201 0.3032 0.0008 0.997 0.64 0.44 RATWARE_NETIP 0.508 0.7594 0.0181 0.977 0.64 0.60 HTML_SHORT_LENGTH 0.410 0.6131 0.0135 0.979 0.64 0.88 SATIS_GUAR 0.186 0.2809 0.0004 0.999 0.64 1.40 NIGERIAN_BODY3 1.632 2.4467 0.0442 0.982 0.64 2.12 DATE_IN_FUTURE_12_24 0.182 0.2750 0.0004 0.999 0.63 1.86 DRUG_ED_SILD 4.187 6.3014 0.0688 0.989 0.63 1.33 RCVD_ILLEGAL_IP 0.759 1.1336 0.0281 0.976 0.63 0.30 BANG_GUAR 0.179 0.2708 0.0004 0.999 0.63 1.77 FAKE_HELO_MSN 1.186 1.7746 0.0400 0.978 0.63 2.24 SUBJ_HAS_SPACES 0.474 0.7081 0.0181 0.975 0.63 0.15 BODY_ENHANCEMENT 0.281 0.4218 0.0081 0.981 0.63 0.10 GUARANTEED_STUFF 0.744 1.1113 0.0285 0.975 0.63 2.24 WHY_WAIT 0.188 0.2831 0.0015 0.995 0.63 1.91 HTML_MISSING_CTYPE 0.275 0.4118 0.0077 0.982 0.63 1.63 HTML_LINK_PUSH_HERE 0.345 0.5156 0.0123 0.977 0.63 0.39 AS_SEEN_ON 0.164 0.2485 0.0000 1.000 0.63 1.99 FORGED_IMS_TAGS 0.245 0.3675 0.0065 0.983 0.62 1.38 HAIR_LOSS 27.203 41.0944 0.1404 0.997 0.62 2.17 BIZ_TLD 0.317 0.4737 0.0115 0.976 0.62 2.24 FROM_ALL_NUMS 0.161 0.2436 0.0004 0.998 0.62 2.24 MORE_SEX 0.360 0.5375 0.0146 0.974 0.62 0.56 SUBJ_BUY 1.648 2.4672 0.0515 0.980 0.62 2.14 HTML_FONT_TINY 0.171 0.2580 0.0023 0.991 0.61 1.76 HELO_DYNAMIC_CHELLO_NL 0.713 1.0630 0.0300 0.973 0.61 1.02 MAILTO_SUBJ_REMOVE 0.215 0.3221 0.0069 0.979 0.61 0.00 MIME_BASE64_ILLEGAL 0.154 0.2319 0.0015 0.993 0.61 0.01 X_ORIG_IP_NOT_IPV4 0.139 0.2108 0.0000 1.000 0.61 2.16 SUBJECT_SEXUAL 0.723 1.0766 0.0331 0.970 0.61 0.08 HTML_LINK_CLICK_CAPS 4.276 6.4244 0.0904 0.986 0.61 0.00 HTML_MIME_NO_HTML_TAG 0.135 0.2049 0.0000 1.000 0.61 2.16 RATWARE_OE_MALFORMED 0.211 0.3152 0.0073 0.977 0.60 1.35 ROUND_THE_WORLD_LOCAL 0.129 0.1958 0.0000 1.000 0.60 1.86 HTML_BADTAG_80_90 0.129 0.1946 0.0000 1.000 0.60 1.68 HELO_DYNAMIC_ROGERS 0.144 0.2165 0.0015 0.993 0.60 1.37 TERRA_ES 0.128 0.1940 0.0008 0.996 0.60 1.93 DRUG_ED_GENERIC 0.121 0.1828 0.0000 1.000 0.60 1.82 NIGERIAN_BODY4 0.348 0.5174 0.0185 0.966 0.59 0.05 CLICK_TO_REMOVE_1 0.142 0.2136 0.0027 0.988 0.59 2.10 X_LIBRARY 1.162 1.7325 0.0511 0.971 0.59 1.16 BAD_CREDIT 0.144 0.2163 0.0031 0.986 0.59 1.59 MILLION_USD 0.769 1.1429 0.0408 0.966 0.59 0.90 RCVD_FAKE_HELO_DOTCOM 0.182 0.2722 0.0073 0.974 0.59 2.02 DATE_IN_FUTURE_24_48 0.164 0.2460 0.0054 0.979 0.59 2.16 HTML_TAG_EXIST_MARQUEE 0.116 0.1751 0.0004 0.998 0.59 0.52 DRUGS_SMEAR1 0.110 0.1660 0.0000 1.000 0.59 2.16 NOT_ADVISOR 3.119 4.6719 0.0923 0.981 0.59 1.67 FORGED_YAHOO_RCVD 0.433 0.6425 0.0246 0.963 0.58 0.00 HTML_COMMENT_SHOUTING 1.267 1.8885 0.0569 0.971 0.58 0.00 HTML_TABLE_THICK_BORD 0.119 0.1798 0.0015 0.992 0.58 1.80 HTML_FONT_SIZE_HUGE 0.212 0.3150 0.0104 0.968 0.58 2.02 MARKETING_PARTNERS 0.441 0.6538 0.0254 0.963 0.58 0.51 FRONTPAGE 0.106 0.1601 0.0000 1.000 0.58 2.08 HELO_DYNAMIC_RR2 0.126 0.1895 0.0031 0.984 0.58 2.08 ENGLISH_UCE_SUBJECT 2.361 3.5266 0.0892 0.975 0.58 1.71 INVALID_TZ_GMT 0.161 0.2408 0.0065 0.974 0.58 0.55 DIET_2 0.106 0.1599 0.0004 0.998 0.58 2.06 WE_HONOR_ALL 0.134 0.2007 0.0046 0.978 0.58 1.80 RATWARE_HASH_2_V2 0.766 1.1366 0.0438 0.963 0.58 1.54 MIME_HTML_MOSTLY 0.123 0.1838 0.0038 0.980 0.57 2.08 FORGED_MUA_MOZILLA 0.125 0.1871 0.0042 0.978 0.57 2.08 DATE_IN_FUTURE_48_96 0.847 1.2568 0.0488 0.963 0.57 0.24 HTML_BADTAG_10_20 0.120 0.1800 0.0038 0.979 0.57 2.08 NA_DOLLARS 0.096 0.1449 0.0000 1.000 0.57 2.08 MIME_BOUND_RKFINDY 0.095 0.1443 0.0000 1.000 0.57 1.59 RATWARE_MOZ_MALFORMED 0.095 0.1433 0.0000 1.000 0.57 1.92 HELO_DYNAMIC_VTR 1.389 2.0677 0.0665 0.969 0.57 0.18 MIME_HEADER_CTYPE_ONLY 0.099 0.1488 0.0015 0.990 0.56 0.00 NO_CREDIT_CHECK 0.103 0.1542 0.0023 0.985 0.56 1.62 NO_FORMS 0.119 0.1782 0.0046 0.975 0.56 0.04 RATWARE_HASH_2 0.156 0.2311 0.0088 0.963 0.56 0.61 GUARANTEED_100_PERCENT 0.134 0.1988 0.0069 0.966 0.56 0.89 CONSOLIDATE_DEBT 0.096 0.1443 0.0012 0.992 0.56 0.00 RATWARE_GECKO_BUILD 0.439 0.6490 0.0292 0.957 0.56 0.54 HEAD_ILLEGAL_CHARS 0.095 0.1427 0.0012 0.992 0.56 2.00 MSGID_OUTLOOK_INVALID 0.087 0.1315 0.0000 1.000 0.56 1.82 CONFIRMED_FORGED 0.105 0.1571 0.0035 0.978 0.56 1.82 FROM_OFFERS 0.087 0.1321 0.0004 0.997 0.56 0.00 HTML_CONVERTED 0.092 0.1380 0.0012 0.992 0.55 0.00 HTML_ATTR_BAD 0.706 1.0442 0.0465 0.957 0.55 0.35 HTML_NONELEMENT_20_30 0.199 0.2943 0.0142 0.954 0.55 0.23 SOME_BREAKTHROUGH 0.084 0.1269 0.0004 0.997 0.55 0.55 DRUG_ED_ONLINE 0.078 0.1186 0.0000 1.000 0.55 1.83 HELO_DYNAMIC_HEXIP 0.081 0.1218 0.0008 0.994 0.55 1.91 YAHOO_DRS_REDIR 0.194 0.2852 0.0150 0.950 0.55 0.90 TO_MALFORMED 0.424 0.6255 0.0311 0.953 0.54 1.36 GAPPY_SUBJECT 0.081 0.1214 0.0012 0.991 0.54 1.92 RATWARE_STORM_URI 0.079 0.1186 0.0008 0.994 0.54 1.92 MIME_BOUND_MANY_HEX 0.443 0.6526 0.0354 0.949 0.54 0.98 HTML_00_10 0.107 0.1583 0.0062 0.963 0.54 0.00 ONE_TIME_MAILING 0.344 0.5069 0.0277 0.948 0.54 0.53 HTML_COMMENT_SAVED_URL 7.483 11.2244 0.1938 0.983 0.54 1.73 HTML_IMAGE_RATIO_02 0.281 0.4129 0.0235 0.946 0.54 1.86 PORN_URL_SEX 0.069 0.1048 0.0000 1.000 0.54 1.47 SUBJ_2_NUM_PARENS 0.067 0.1021 0.0000 1.000 0.54 1.05 MULTI_FORGED 2.960 4.4088 0.1365 0.970 0.53 1.11 MISSING_SUBJECT 0.454 0.6682 0.0377 0.947 0.53 0.89 LOW_PRICE 0.067 0.1007 0.0000 1.000 0.53 1.92 FAKE_HELO_MAIL_COM_DOM 0.113 0.1670 0.0085 0.952 0.53 0.95 MORTGAGE_BEST 0.738 1.0882 0.0569 0.950 0.53 0.69 MIME_BASE64_BLANKS 0.352 0.5170 0.0296 0.946 0.53 0.08 HTML_SHOUTING4 0.062 0.0936 0.0000 1.000 0.53 1.79 DIET_3 0.515 0.7564 0.0435 0.946 0.53 0.43 USERPASS 0.061 0.0924 0.0000 1.000 0.53 1.92 CONFIDENTIAL_ORDER 0.163 0.2394 0.0146 0.942 0.53 0.21 IP_LINK_PLUS 0.233 0.3417 0.0219 0.940 0.53 1.82 TRACKER_ID 0.666 0.9803 0.0527 0.949 0.53 0.00 MIME_MISSING_BOUNDARY 1.737 2.5720 0.1088 0.959 0.53 0.04 HTML_TAG_BALANCE_BODY 0.059 0.0890 0.0000 1.000 0.53 1.73 WRINKLES 1.667 2.4686 0.1058 0.959 0.52 1.35 HTML_IMAGE_ONLY_16 0.057 0.0869 0.0000 1.000 0.52 1.84 EXCUSE_23 0.101 0.1482 0.0081 0.948 0.52 1.44 EXCUSE_6 0.055 0.0839 0.0000 1.000 0.52 1.84 HTML_FORMACTION_MAILTO 0.663 0.9741 0.0561 0.946 0.52 0.00 X_MSMAIL_PRIORITY_HIGH 1.533 2.2704 0.0965 0.959 0.52 0.79 FORGED_HOTMAIL_RCVD2 0.053 0.0803 0.0000 1.000 0.52 1.84 CHINA_HEADER 0.050 0.0752 0.0000 1.000 0.52 1.74 HELO_DYNAMIC_HOME_NL 0.050 0.0750 0.0000 1.000 0.51 1.84 FAKE_HELO_EXCITE 2.400 3.5562 0.1473 0.960 0.51 0.09 RCVD_DOUBLE_IP_LOOSE 0.122 0.1779 0.0123 0.935 0.51 0.00 HTML_EMBEDS 0.047 0.0717 0.0000 1.000 0.51 0.42 HDR_ORDER_MTSRIX 0.048 0.0720 0.0004 0.995 0.51 1.84 FORWARD_LOOKING 1.953 2.8851 0.1361 0.955 0.51 0.67 DIET_1 0.149 0.2171 0.0165 0.929 0.51 0.00 UPPERCASE_75_100 0.077 0.1133 0.0058 0.952 0.51 0.03 HTML_SHOUTING5 0.055 0.0819 0.0019 0.977 0.51 1.84 SUBJ_LIFE_INSURANCE 0.091 0.1328 0.0085 0.940 0.50 1.73 PORN_URL_MISC 0.060 0.0888 0.0031 0.967 0.50 0.00 BAYES_95 1.938 2.8616 0.1400 0.953 0.50 0.27 HTML_SHOUTING3 0.237 0.3443 0.0273 0.927 0.50 0.30 MORTGAGE_PITCH 0.039 0.0594 0.0000 1.000 0.50 0.00 FORGED_QUALCOMM_TAGS 0.156 0.2256 0.0192 0.921 0.50 1.41 SUB_HELLO 0.056 0.0827 0.0035 0.960 0.50 1.30 FAKE_HELO_MAIL_COM 0.058 0.0865 0.0038 0.957 0.50 0.00 BAYES_90 0.697 1.0205 0.0681 0.937 0.50 0.07 EXCUSE_10 0.101 0.1467 0.0119 0.925 0.50 1.35 WEIRD_QUOTING 4.444 6.6202 0.2057 0.970 0.49 0.00 HTML_FONT_INVISIBLE 0.043 0.0642 0.0015 0.977 0.49 0.94 PORN_URL_SLUT 0.044 0.0661 0.0019 0.972 0.49 0.95 AMAZING_STUFF 1.804 2.6557 0.1438 0.949 0.49 0.14 HTML_BACKHAIR_2 0.082 0.1196 0.0088 0.931 0.49 0.00 MORTGAGE_RATES 0.041 0.0008 0.1188 0.007 0.49 0.00 BAYES_10 0.998 1.4615 0.0954 0.939 0.49 1.29 DATE_IN_FUTURE_03_06 0.308 0.4479 0.0361 0.925 0.49 0.00 HTML_NONELEMENT_30_40 0.075 0.1094 0.0081 0.931 0.49 1.76 SUBJ_YOUR_DEBT 0.183 0.2639 0.0242 0.916 0.49 1.13 FROM_HAS_MIXED_NUMS3 0.037 0.0563 0.0008 0.987 0.48 1.61 FREE_PREVIEW 0.036 0.0539 0.0000 1.000 0.48 1.51 HTTP_77 0.036 0.0541 0.0004 0.993 0.48 1.25 WHY_PAY_MORE 0.043 0.0630 0.0031 0.953 0.48 0.00 OFFSHORE_SCAM 0.047 0.0687 0.0042 0.942 0.48 0.19 BILLION_DOLLARS 0.039 0.0578 0.0019 0.968 0.48 1.66 FORGED_EUDORAMAIL_RCVD 0.039 0.0582 0.0023 0.962 0.48 0.03 HIDE_WIN_STATUS 0.069 0.0997 0.0081 0.925 0.48 1.39 DATE_IN_FUTURE_96_XX 0.035 0.0525 0.0004 0.993 0.48 1.75 SUBJ_GUARANTEED 0.611 0.8891 0.0696 0.927 0.48 0.03 HTTP_ESCAPED_HOST 0.036 0.0541 0.0012 0.979 0.48 1.75 RATWARE_RCVD_LC_ESMTP 0.046 0.0669 0.0046 0.935 0.48 1.49 DISGUISE_PORN 0.037 0.0557 0.0019 0.967 0.48 1.03 URI_4YOU 5.843 8.6881 0.3011 0.967 0.48 1.72 INFO_TLD 0.214 0.3083 0.0288 0.914 0.47 1.30 ADDRESS_IN_SUBJECT 0.034 0.0004 0.0988 0.004 0.47 0.00 BAYES_05 0.114 0.1632 0.0177 0.902 0.47 1.64 FORGED_JUNO_RCVD 0.307 0.4439 0.0408 0.916 0.47 0.29 BANG_MORE 0.127 0.1808 0.0212 0.895 0.47 1.43 SOMETHING_FOR_ADULTS 0.342 0.4941 0.0454 0.916 0.47 1.01 FROM_NO_LOWER 0.037 0.0547 0.0031 0.947 0.47 1.61 REFINANCE_NOW 0.095 0.1362 0.0146 0.903 0.47 0.03 CREDIT_CARD 0.033 0.0490 0.0015 0.970 0.47 1.65 SUBJ_YOUR_FAMILY 0.494 0.7136 0.0654 0.916 0.47 1.67 BLANK_LINES_70_80 0.034 0.0501 0.0023 0.956 0.46 0.35 NASTY_GIRLS 0.031 0.0464 0.0012 0.976 0.46 1.32 REFINANCE_YOUR_HOME 0.040 0.0026 0.1119 0.022 0.46 0.00 BAYES_25 0.029 0.0442 0.0008 0.983 0.46 1.68 PORN_15 0.026 0.0401 0.0000 1.000 0.46 1.56 RCVD_AM_PM 0.025 0.0371 0.0000 1.000 0.46 1.68 HELO_DYNAMIC_VELOX 0.899 1.2992 0.1192 0.916 0.46 0.89 MAILTO_TO_REMOVE 0.024 0.0365 0.0000 1.000 0.46 1.68 BANG_QUOTE 0.035 0.0509 0.0042 0.923 0.45 1.36 FROM_NO_USER 0.135 0.1917 0.0250 0.885 0.45 0.29 URG_BIZ 0.043 0.0608 0.0077 0.888 0.45 0.22 ACT_NOW_CAPS 0.100 0.1415 0.0181 0.887 0.45 0.19 ADDR_FREE 1.727 2.5185 0.1842 0.932 0.45 1.57 HTML_IMAGE_ONLY_20 0.028 0.0418 0.0019 0.956 0.45 1.36 FIN_FREE 0.023 0.0343 0.0000 1.000 0.45 1.60 WITH_LC_SMTP 0.023 0.0349 0.0004 0.989 0.45 1.60 COMPETE 0.022 0.0338 0.0000 1.000 0.45 1.41 HTML_OBFUSCATE_90_100 0.025 0.0369 0.0012 0.970 0.45 1.56 NUMERIC_HTTP_ADDR 1.741 2.5381 0.1880 0.931 0.45 1.04 HTML_IMAGE_RATIO_04 0.031 0.0454 0.0031 0.937 0.45 1.60 MEET_SINGLES 0.028 0.0418 0.0023 0.948 0.45 0.35 CUM_SHOT 0.021 0.0324 0.0000 1.000 0.45 1.60 MSGID_FROM_MTA_HOTMAIL 0.021 0.0314 0.0000 1.000 0.44 1.58 MSGID_SPAM_ZEROES 0.062 0.0874 0.0127 0.873 0.44 0.00 HTML_TAG_EXIST_PARAM 0.045 0.0636 0.0096 0.869 0.44 0.00 URI_LONG_HOSTNAME 0.121 0.1711 0.0246 0.874 0.44 0.00 REPLY_TO_ULINE_NUMS 0.021 0.0312 0.0000 1.000 0.44 1.60 HTML_OBFUSCATE_80_90 0.021 0.0316 0.0008 0.976 0.44 1.51 JS_FROMCHARCODE 0.042 0.0584 0.0092 0.864 0.44 0.65 SUBJ_FOR_ONLY 0.020 0.0300 0.0004 0.987 0.44 1.50 BARGAIN_URL 0.019 0.0282 0.0000 1.000 0.44 1.59 FORGED_TELESP_RCVD 0.024 0.0349 0.0027 0.928 0.44 1.56 SEDUCTION 0.025 0.0361 0.0031 0.922 0.43 1.49 SELECTED_YOU 0.028 0.0407 0.0042 0.906 0.43 0.21 FREE_QUOTE_INSTANT 1.216 1.7592 0.1592 0.917 0.43 1.09 HTML_IMAGE_ONLY_24 0.019 0.0280 0.0000 1.000 0.43 1.29 FAKED_UNDISC_RECIPS 0.021 0.0312 0.0012 0.964 0.43 1.44 EXCUSE_24 0.045 0.0630 0.0108 0.854 0.43 0.00 THE_BEST_RATE 0.116 0.1623 0.0250 0.867 0.43 0.19 ITS_LEGAL 0.022 0.0324 0.0019 0.944 0.43 1.49 BLANK_LINES_90_100 0.023 0.0330 0.0023 0.935 0.43 1.26 UNCLAIMED_MONEY 0.019 0.0284 0.0008 0.974 0.43 1.51 BE_BOSS 0.017 0.0259 0.0000 1.000 0.43 0.50 MSGID_SPAM_99X9XX99 0.081 0.1135 0.0181 0.863 0.43 0.09 MSGID_NO_HOST 0.035 0.0488 0.0069 0.876 0.43 1.51 DOMAIN_4U2 0.069 0.0965 0.0162 0.857 0.43 0.00 HTML_WIN_OPEN 0.185 0.2604 0.0373 0.875 0.43 0.54 SEE_FOR_YOURSELF 0.018 0.0272 0.0008 0.973 0.43 1.50 BUY_DIRECT 0.387 0.5511 0.0661 0.893 0.43 0.96 INVALID_MSGID 4.763 7.0262 0.3538 0.952 0.43 0.00 EXCUSE_3 0.772 1.0985 0.1350 0.891 0.43 0.77 HOT_NASTY 0.030 0.0430 0.0058 0.882 0.43 0.04 JOIN_MILLIONS 0.086 0.1202 0.0204 0.855 0.43 0.04 EXCUSE_REMOVE 0.987 1.4161 0.1507 0.904 0.43 0.03 HTML_TAG_BALANCE_HTML 0.016 0.0235 0.0000 1.000 0.43 1.52 SENT_IN_COMPLIANCE 0.018 0.0266 0.0012 0.959 0.43 0.45 HTML_SHOUTING7 0.034 0.0478 0.0077 0.861 0.42 1.39 GET_PAID 0.017 0.0251 0.0008 0.970 0.42 1.49 FROM_NONSENDING_DOMAIN 0.079 0.1098 0.0188 0.853 0.42 0.05 BLANK_LINES_80_90 0.015 0.0225 0.0000 1.000 0.42 1.52 PREST_NON_ACCREDITED 2.982 4.3513 0.3149 0.933 0.42 1.05 HTML_10_20 0.031 0.0430 0.0065 0.868 0.42 1.24 NIGERIAN_SUBJECT2 0.034 0.0468 0.0077 0.859 0.42 0.00 HTML_SHOUTING9 0.025 0.0353 0.0050 0.876 0.42 0.86 WHILE_YOU_SLEEP 1.001 1.4341 0.1569 0.901 0.42 0.04 HTML_NONELEMENT_10_20 0.014 0.0213 0.0000 1.000 0.42 1.52 HARDCORE_PORN 0.025 0.0347 0.0050 0.874 0.42 1.15 EXCUSE_4 0.037 0.0515 0.0096 0.843 0.42 0.79 FREE_PORN 0.014 0.0211 0.0000 1.000 0.42 1.37 RCVD_BONUS_SPC_DATE 0.246 0.3470 0.0496 0.875 0.42 0.06 SUB_FREE_OFFER 0.014 0.0209 0.0000 1.000 0.42 1.52 RESISTANCE_IS_FUTILE 2.872 4.1778 0.3269 0.927 0.42 1.46 PRIORITY_NO_NAME 0.013 0.0199 0.0000 1.000 0.42 1.52 REMOVE_POSTAL 0.024 0.0332 0.0050 0.869 0.42 0.00 URI_IS_POUND 0.013 0.0197 0.0000 1.000 0.42 1.52 FAKE_HELO_EUDORAMAIL 12.768 19.0775 0.4768 0.976 0.41 1.44 MSGID_FROM_MTA_ID 1.224 1.7550 0.1888 0.903 0.41 0.10 NORMAL_HTTP_TO_IP 0.022 0.0310 0.0042 0.880 0.41 0.04 LIVE_PORN 1.153 1.6506 0.1850 0.899 0.41 0.19 MIME_BOUND_NEXTPART 0.016 0.0235 0.0019 0.924 0.41 0.05 HIDDEN_CHARGES 0.013 0.0195 0.0004 0.981 0.41 1.44 MAIL_IN_ORDER_FORM 0.012 0.0186 0.0000 1.000 0.41 1.24 YAHOO_RD_REDIR 0.012 0.0186 0.0000 1.000 0.41 1.44 MICRO_CAP_WARNING 0.012 0.0186 0.0000 1.000 0.41 1.00 DRUG_ED_COMBO 0.036 0.0488 0.0100 0.830 0.41 0.00 LOW_PAYMENT 0.017 0.0247 0.0027 0.902 0.41 0.04 ONE_TIME 0.012 0.0176 0.0000 1.000 0.41 1.37 YOU_CAN_SEARCH 0.035 0.0472 0.0100 0.825 0.41 0.99 SUBJ_AS_SEEN 5.064 7.4573 0.4007 0.949 0.41 0.31 HTML_TEXT_AFTER_HTML 0.022 0.0308 0.0050 0.860 0.41 0.09 FREE_SAMPLE 0.011 0.0170 0.0000 1.000 0.41 1.34 HELO_DYNAMIC_NTL 6.454 9.5396 0.4418 0.956 0.41 1.24 HTML_20_30 0.013 0.0186 0.0008 0.960 0.41 1.40 AMATEUR_PORN 0.079 0.1082 0.0219 0.832 0.41 1.12 RECEIVE_OFFER 0.011 0.0166 0.0000 1.000 0.41 1.44 NO_MEDICAL 13.239 19.7684 0.5184 0.974 0.41 0.01 FORGED_RCVD_NET_HELO 1.847 2.6613 0.2615 0.911 0.41 0.08 REMOVE_PAGE 0.054 0.0732 0.0173 0.809 0.41 0.00 LOW_INTEREST 0.017 0.0235 0.0031 0.884 0.41 1.34 BEEN_TURNED_DOWN 0.039 0.0523 0.0119 0.814 0.41 0.12 EXTRA_CASH 0.011 0.0162 0.0000 1.000 0.41 1.13 RATWARE_HASH_DASH 0.686 0.9682 0.1354 0.877 0.41 0.90 SUBJ_HAS_UNIQ_ID 0.011 0.0160 0.0000 1.000 0.40 1.39 HELO_DYNAMIC_CHELLO_NO 0.010 0.0156 0.0000 1.000 0.40 1.44 HTTP_CTRL_CHARS_HOST 2.017 2.8979 0.3011 0.906 0.40 0.02 MIME_BASE64_NO_NAME 0.015 0.0217 0.0031 0.876 0.40 0.33 TO_NO_USER 0.045 0.0598 0.0158 0.791 0.40 0.00 BAYES_75 0.012 0.0180 0.0015 0.921 0.40 1.34 FORGED_MUA_THEBAT_CS 0.010 0.0144 0.0000 1.000 0.40 1.26 NIGERIAN_BODY_GOVT_3 0.013 0.0184 0.0019 0.905 0.40 0.25 BANKRUPTCY 0.009 0.0140 0.0000 1.000 0.40 0.00 FAKE_HELO_EMAIL_COM 0.075 0.1015 0.0231 0.815 0.40 0.00 RICH 0.013 0.0189 0.0027 0.876 0.40 0.99 BILL_1618 0.419 0.5878 0.0911 0.866 0.40 0.03 NO_RDNS_DOTCOM_HELO 1.711 2.4560 0.2603 0.904 0.39 0.07 HTML_IMAGE_RATIO_06 0.021 0.0286 0.0069 0.805 0.39 1.20 HEADER_COUNT_CTYPE 0.010 0.0140 0.0008 0.948 0.39 0.91 PORN_16 0.040 0.0533 0.0142 0.789 0.39 0.00 LINK_TO_NO_SCHEME 0.009 0.0130 0.0000 1.000 0.39 0.00 RATWARE_JPFREE 0.008 0.0126 0.0000 1.000 0.39 0.00 NONEXISTENT_CHARSET 0.009 0.0132 0.0004 0.972 0.39 0.00 PAY_SITE 0.032 0.0432 0.0115 0.789 0.39 0.01 INVALID_DATE_TZ_ABSURD 0.206 0.2846 0.0515 0.847 0.39 1.06 DEAR_SOMETHING 0.008 0.0122 0.0000 1.000 0.39 0.00 HELO_DYNAMIC_TELIA 0.018 0.0239 0.0058 0.805 0.39 1.41 FAKE_HELO_LYCOS 1.768 2.5247 0.2953 0.895 0.39 0.17 HTML_WEB_BUGS 0.054 0.0717 0.0208 0.775 0.39 0.57 BEST_PORN 15.963 23.7695 0.7556 0.969 0.39 0.64 RCVD_NUMERIC_HELO 0.007 0.0109 0.0000 1.000 0.39 0.00 CABLE_CONVERTER 0.017 0.0223 0.0058 0.795 0.39 0.00 SUBJ_2_CREDIT 0.333 0.4635 0.0781 0.856 0.39 0.00 HTTP_EXCESSIVE_ESCAPES 0.010 0.0136 0.0019 0.876 0.38 1.00 MULTI_REMOVAL_1WORD 0.010 0.0136 0.0019 0.876 0.38 1.17 FAKE_HELO_YAHOO_CA 0.075 0.1005 0.0250 0.801 0.38 0.00 ENTITY_DEC_SPACE 0.008 0.0118 0.0008 0.939 0.38 0.00 NO_CATCH 1.029 1.4495 0.2096 0.874 0.38 0.12 X_PRIORITY_HIGH 0.097 0.1313 0.0292 0.818 0.38 0.00 MIME_BASE64_LATIN 0.006 0.0095 0.0000 1.000 0.38 0.00 JAPANESE_UCE_SUBJECT 0.006 0.0095 0.0000 1.000 0.38 0.00 FORGED_GW05_RCVD 7.446 10.9778 0.5661 0.951 0.38 0.35 HTML_90_100 0.013 0.0180 0.0046 0.796 0.38 0.49 FREE_MEMBERSHIP 0.007 0.0101 0.0004 0.963 0.38 0.00 NONSECURED_CREDIT 0.012 0.0160 0.0038 0.806 0.38 0.68 PORN_CELEBRITY 0.458 0.6362 0.1111 0.851 0.38 0.00 HTML_FONT_FACE_BAD 0.658 0.9187 0.1504 0.859 0.38 0.00 MIME_QP_EXCESSIVE 0.008 0.0120 0.0015 0.887 0.38 0.00 EARNINGS 0.006 0.0091 0.0000 1.000 0.38 0.00 JODY 0.006 0.0095 0.0004 0.961 0.38 0.00 FREE_GRANT 0.006 0.0089 0.0000 1.000 0.38 0.00 INVALUABLE_MARKETING 0.006 0.0089 0.0000 1.000 0.38 0.00 MDAEMON_2_7_4 0.006 0.0089 0.0000 1.000 0.38 0.00 FORGED_MUA_APPLEMAIL 0.006 0.0093 0.0004 0.960 0.38 0.00 OUR_AFFILIATE_PARTNERS 1.786 2.5284 0.3403 0.881 0.38 0.02 HTML_TITLE_EMPTY 0.020 0.0257 0.0085 0.752 0.38 0.77 CELL_PHONE_IMPROVE 0.616 0.8553 0.1496 0.851 0.38 0.06 ORDER_NOW 0.006 0.0087 0.0000 1.000 0.38 0.00 FORGED_AOL_RCVD 0.006 0.0087 0.0000 1.000 0.38 0.00 USERNAME_IN_SUBJECT 0.006 0.0087 0.0000 1.000 0.38 0.00 COPY_ACCURATELY 0.012 0.0162 0.0046 0.778 0.38 0.00 BARELY_LEGAL 0.012 0.0162 0.0046 0.778 0.38 1.36 EARN_PER_WEEK 0.295 0.4094 0.0719 0.851 0.38 0.00 REMOVE_FROM_LIST 0.006 0.0085 0.0000 1.000 0.38 0.00 ORDER_REPORT 0.006 0.0085 0.0000 1.000 0.38 0.00 TO_RECIP_MARKER 0.031 0.0401 0.0135 0.749 0.38 0.00 ALL_CAPS_GUAR 5.831 8.5548 0.5245 0.942 0.37 0.07 MISSING_MIMEOLE 0.005 0.0081 0.0000 1.000 0.37 0.00 FORGED_MX_HOTMAIL 0.014 0.0186 0.0062 0.751 0.37 0.36 ACCEPT_CREDIT_CARDS 0.723 1.0067 0.1707 0.855 0.37 0.14 CLICK_BELOW_CAPS 0.306 0.4197 0.0838 0.833 0.37 0.00 ENTITY_DEC_OTHER 0.005 0.0079 0.0000 1.000 0.37 0.00 FORGED_JUNO_FROM 4.923 7.2088 0.4688 0.939 0.37 0.26 HTML_TEXT_AFTER_BODY 0.005 0.0077 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA 1.353 1.9112 0.2661 0.878 0.37 0.00 SAVE_MONEY 0.008 0.0105 0.0023 0.819 0.37 0.00 LONG_DISTANCE 0.005 0.0071 0.0000 1.000 0.37 0.00 PORN_URL_PANT 1.172 1.6498 0.2400 0.873 0.37 0.00 HTML_IMAGE_RATIO_08 0.114 0.1520 0.0392 0.795 0.37 1.22 FROM_STARTS_WITH_NUMS 14.448 21.3846 0.9341 0.958 0.37 0.00 RCVD_BY_IP 0.004 0.0065 0.0000 1.000 0.37 0.00 NO_GIMMICK 0.006 0.0083 0.0012 0.878 0.37 0.00 NIGERIAN_SUBJECT1 0.007 0.0099 0.0023 0.811 0.37 0.00 BILL_SECTION 0.009 0.0120 0.0035 0.777 0.37 0.00 APPLY_ONLINE 2.088 2.9739 0.3634 0.891 0.37 0.04 MSGID_FROM_MTA_HEADER 0.010 0.0124 0.0038 0.764 0.37 0.00 TARGETED 0.010 0.0130 0.0042 0.755 0.37 0.43 INITIAL_INVEST 0.006 0.0081 0.0012 0.875 0.37 0.00 SERIOUS_ONLY 0.414 0.5675 0.1157 0.831 0.36 0.33 US_DOLLARS_3 0.004 0.0065 0.0004 0.944 0.36 0.00 CANNOT_BE_SPAM 0.005 0.0071 0.0008 0.902 0.36 0.00 LESBIAN 0.004 0.0053 0.0000 1.000 0.36 0.00 BTAMAIL_URL 41.977 62.6338 1.7358 0.973 0.36 1.20 MIME_HTML_ONLY 0.004 0.0063 0.0004 0.943 0.36 0.00 GET_STARTED_NOW 0.004 0.0063 0.0004 0.943 0.36 0.00 MEGA_SITE 0.003 0.0051 0.0000 1.000 0.36 0.00 MSGID_3_DOLLARS 0.003 0.0051 0.0000 1.000 0.36 0.00 TO_TXT 0.003 0.0051 0.0000 1.000 0.36 0.00 NIGERIAN_SCAM_VIRTUE 0.003 0.0051 0.0000 1.000 0.36 0.00 RATWARE_VC_IPA 0.006 0.0079 0.0015 0.837 0.36 0.00 FREE_PASSWORD 0.346 0.4759 0.0927 0.837 0.36 0.00 EXTRA_MPART_TYPE 0.003 0.0047 0.0000 1.000 0.36 0.00 NIGERIAN_SUBJECT6 0.003 0.0047 0.0000 1.000 0.36 0.00 X_PMFLAGS_PRESENT 18.514 27.4503 1.1048 0.961 0.36 0.00 MIME_HTML_NO_CHARSET 0.008 0.0103 0.0035 0.748 0.36 0.00 HTML_ALL_CAPS 0.012 0.0154 0.0065 0.702 0.36 0.00 NO_DISAPPOINTMENT 0.019 0.0233 0.0100 0.700 0.36 0.09 MILLION_EMAIL 0.005 0.0075 0.0015 0.830 0.36 0.00 SEX_FEST 1.717 2.4200 0.3472 0.875 0.36 0.01 INVALID_DATE 0.301 0.4096 0.0888 0.822 0.36 0.00 SAVE_UP_TO 12.367 18.2269 0.9506 0.950 0.36 0.00 HTML_FONT_BIG 0.003 0.0047 0.0004 0.925 0.36 0.00 X_PRI_MISMATCH_HI 0.067 0.0874 0.0277 0.760 0.36 0.04 DO_IT_TODAY 0.003 0.0041 0.0000 1.000 0.36 0.00 FAKE_HELO_MAILCITY 0.002 0.0036 0.0000 1.000 0.36 0.00 MSGID_THREESIXSIX 0.002 0.0036 0.0000 1.000 0.36 0.00 SAFEGUARD_NOTICE 0.002 0.0036 0.0000 1.000 0.36 0.00 RECEIVED_IDENT_SQUID 0.004 0.0053 0.0012 0.822 0.36 0.00 LYING_EYES 0.280 0.3780 0.0877 0.812 0.36 0.00 MISSING_DATE 0.026 0.0328 0.0142 0.697 0.36 0.00 HTML_SHOUTING6 0.002 0.0034 0.0000 1.000 0.36 0.00 INTL_DRIVERS_LICENSE 0.272 0.3689 0.0842 0.814 0.36 0.51 DATE_IN_PAST_96_XX 0.003 0.0038 0.0004 0.907 0.36 0.00 YAHOO_SRD_REDIR 0.200 0.2696 0.0650 0.806 0.35 0.00 HTML_EVENT_UNSAFE 0.015 0.0184 0.0088 0.675 0.35 1.28 CELL_PHONE_FREE 0.016 0.0188 0.0092 0.670 0.35 1.27 REPLY_TO_EMPTY 0.002 0.0030 0.0000 1.000 0.35 0.00 BZ_TLD 0.010 0.0122 0.0058 0.680 0.35 0.00 FIND_ANYTHING 0.002 0.0034 0.0004 0.897 0.35 0.00 NOT_ML_MARKETING 0.003 0.0038 0.0008 0.830 0.35 0.00 INCOME 0.002 0.0028 0.0000 1.000 0.35 0.00 STOP_SNORING 0.108 0.1425 0.0408 0.778 0.35 0.07 ADDR_NUMS_AT_BIGSITE 0.002 0.0026 0.0000 1.000 0.35 0.00 LOTS_OF_CC_LINES 0.002 0.0026 0.0000 1.000 0.35 0.00 OUR_STRICT_ANTI 1.913 2.6950 0.3903 0.873 0.35 0.00 HTML_NONELEMENT_00_10 0.002 0.0024 0.0000 1.000 0.35 0.00 USE_IDENTITY 0.002 0.0024 0.0000 1.000 0.35 0.00 FAKE_HELO_CARAMAIL 0.001 0.0022 0.0000 1.000 0.35 0.00 WALAA 0.002 0.0026 0.0004 0.870 0.35 0.00 FORGED_MUA_MSN 0.002 0.0026 0.0004 0.870 0.35 0.00 FORGED_YAHOO_RCVD_SMTP 0.011 0.0134 0.0073 0.648 0.35 1.28 START_NOW_CAPS 0.005 0.0067 0.0031 0.686 0.35 0.00 HTML_SHOUTING8 0.001 0.0018 0.0000 1.000 0.35 0.00 READ_TO_END 0.002 0.0032 0.0012 0.732 0.35 0.00 THIS_IS_AN_AD 0.009 0.0109 0.0062 0.638 0.35 0.00 AOL_USERS_LINK 0.001 0.0020 0.0004 0.837 0.35 0.00 RATWARE_IMKTG 0.223 0.3010 0.0719 0.807 0.35 0.01 SUBJ_FREE_CAP 0.001 0.0014 0.0000 1.000 0.35 0.00 TO_INVESTORS 0.001 0.0014 0.0000 1.000 0.35 0.00 RATWARE_SCREWUP_1 0.001 0.0014 0.0000 1.000 0.35 0.00 HELO_DYNAMIC_TDS 0.001 0.0014 0.0000 1.000 0.35 0.00 BUY_JUDGEMENTS 0.001 0.0014 0.0000 1.000 0.35 0.00 NOT_INTENDED 0.001 0.0014 0.0000 1.000 0.35 0.00 FURTHER_TRANSMISSIONS 0.106 0.1386 0.0419 0.768 0.34 0.54 DEAR_FRIEND 0.002 0.0022 0.0008 0.738 0.34 0.00 FREE_INVESTMENT 0.001 0.0012 0.0000 1.000 0.34 0.00 APPLY_FREE 0.001 0.0012 0.0000 1.000 0.34 0.00 FRIEND_PUBLIC 0.001 0.0012 0.0000 1.000 0.34 0.00 HIDDEN_ASSETS 0.001 0.0012 0.0000 1.000 0.34 0.00 BTAMAIL_HEADER 0.001 0.0012 0.0000 1.000 0.34 0.00 MORTGAGE_LINKS 0.001 0.0012 0.0000 1.000 0.34 0.00 X_ENC_PRESENT 0.001 0.0012 0.0000 1.000 0.34 0.00 RATWARE_EVAMAIL 0.002 0.0026 0.0012 0.690 0.34 0.00 SUBJ_DOUBLE_YOUR 0.002 0.0026 0.0012 0.690 0.34 0.00 FREE_INSTALL 0.009 0.0101 0.0062 0.621 0.34 0.00 UP_TO_OR_MORES 52.629 75.7200 7.6463 0.908 0.34 0.00 HTML_MESSAGE 0.004 0.0051 0.0031 0.625 0.34 0.00 NO_INVENTORY 0.001 0.0010 0.0000 1.000 0.34 0.00 CHANGE_TERMS 0.001 0.0010 0.0000 1.000 0.34 0.00 CREDITORS_CALLING 0.001 0.0010 0.0000 1.000 0.34 0.00 RECEIVED_CACHEFLOW 0.001 0.0008 0.0000 1.000 0.34 0.00 MORTGAGE_WAITING 0.001 0.0008 0.0000 1.000 0.34 0.00 RATWARE_OE_PI 0.001 0.0008 0.0000 1.000 0.34 0.00 MSGID_SPAM_1 0.001 0.0008 0.0000 1.000 0.34 0.00 WEALTH 2.033 2.8640 0.4138 0.874 0.34 0.97 UNDISC_RECIPS 0.715 0.9769 0.2061 0.826 0.34 0.00 HTML_IMAGE_RATIO_12 5.325 7.6796 0.7387 0.912 0.34 0.53 HTML_40_50 0.000 0.0006 0.0000 1.000 0.34 0.00 NO_SELLING 0.000 0.0006 0.0000 1.000 0.34 0.00 MSGID_4NUMS_DOLLAR 0.000 0.0006 0.0000 1.000 0.34 0.00 DIG_UP_INFO 0.000 0.0006 0.0000 1.000 0.34 0.00 FORGED_RCVD_FROM_NUM 0.046 0.0570 0.0254 0.692 0.34 0.05 ML_MARKETING 0.000 0.0004 0.0000 1.000 0.34 0.00 FRIEND_AT_PUBLIC 0.000 0.0004 0.0000 1.000 0.34 0.00 RATWARE_EMPTY_HELO 0.000 0.0004 0.0000 1.000 0.34 0.00 RATWARE_MMAILER 0.000 0.0004 0.0000 1.000 0.34 0.00 RUSSIAN_UCE_SUBJECT 0.000 0.0002 0.0000 1.000 0.34 0.00 MSGID_SPAM_6LETTER 0.000 0.0002 0.0000 1.000 0.34 0.00 HTTP_ENTITIES_HOST 0.000 0.0002 0.0000 1.000 0.34 0.00 SUBJ_FREE_INSTANT 0.000 0.0002 0.0000 1.000 0.34 0.00 MORTGAGE_NETWORK 0.000 0.0002 0.0000 1.000 0.34 0.00 NEVER_ANOTHER 0.000 0.0002 0.0000 1.000 0.34 0.00 VAR_REF_IN_RECEIVED 0.000 0.0000 0.0000 0.500 0.34 0.00 0.000 0.0000 0.0000 0.500 0.34 0.00 DATE_YEAR_ZERO_FIRST 0.000 0.0000 0.0000 0.500 0.34 2.50 HEAD_LONG 0.000 0.0000 0.0000 0.500 0.34 0.00 SUBJ_HAS_TIME_ID 0.000 0.0000 0.0000 0.500 0.34 0.00 ID_UNIQUE 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_DIFFOND 0.000 0.0000 0.0000 0.500 0.34 0.00 X_LIST_UNSUBSCRIBE 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_XMAILER 0.000 0.0000 0.0000 0.500 0.34 0.00 TO_FILENAME 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_BAD_REFS 0.000 0.0000 0.0000 0.500 0.34 0.00 PRIORITY_MAIL 0.000 0.0000 0.0000 0.500 0.34 0.00 X_PRECEDENCE_REF 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAILER_GIBBERISH 0.000 0.0000 0.0000 0.500 0.34 0.00 NO_MIDDLEMAN 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_BY_QVES_COM 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_6_CAPS_ESMTP_ID 0.000 0.0000 0.0000 0.500 0.34 0.00 X_SERV_HOST_PRESENT 0.000 0.0000 0.0000 0.500 0.34 0.00 X_STORMPOST_TO 0.000 0.0000 0.0000 0.500 0.34 0.00 SUBJ_RIPPED 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAIL_ID_PRESENT 0.001 0.0014 0.0012 0.545 0.34 0.00 DRUG_ED_HERBAL 0.003 0.0028 0.0023 0.545 0.34 0.00 BUGGY_CGI 0.000 0.0004 0.0004 0.507 0.34 0.00 EXCUSE_22 0.525 0.7098 0.1638 0.812 0.34 0.84 LOTS_OF_STUFF 5.719 8.2157 0.8548 0.906 0.34 1.05 HTML_50_60 0.000 0.0002 0.0004 0.339 0.34 0.00 EXCUSE_21 0.003 0.0030 0.0027 0.524 0.34 0.00 NO_INVESTMENT 0.250 0.3326 0.0904 0.786 0.33 0.04 RISK_FREE 0.001 0.0012 0.0015 0.435 0.33 0.00 ONCE_IN_LIFETIME 0.000 0.0002 0.0008 0.204 0.33 0.00 SUBJ_NOW_ONLY 0.002 0.0020 0.0023 0.461 0.33 0.00 IDENT_NOBODY 0.338 0.4522 0.1165 0.795 0.33 0.00 LIMITED_TIME_ONLY 1.138 1.5472 0.3411 0.819 0.33 0.30 DATE_IN_PAST_06_12 0.166 0.2181 0.0654 0.769 0.33 0.00 SAVINGS 0.002 0.0016 0.0023 0.406 0.33 0.00 NEW_CUSTOMER 0.040 0.0488 0.0242 0.668 0.33 0.87 SUBJ_YOUR_OWN 0.024 0.0282 0.0169 0.625 0.33 0.67 YOUR_INCOME 4.371 6.3067 0.6007 0.913 0.33 0.00 HTML_BADTAG_00_10 0.003 0.0026 0.0035 0.426 0.33 0.00 FROM_HAS_MIXED_NUMS2 0.910 1.2290 0.2888 0.810 0.33 0.00 HTML_BACKHAIR_1 0.688 0.9321 0.2127 0.814 0.33 0.07 MANY_EXCLAMATIONS 4.073 5.8717 0.5703 0.911 0.33 0.88 HTML_30_40 0.030 0.0353 0.0208 0.630 0.33 0.15 EXCUSE_12 0.008 0.0089 0.0077 0.536 0.33 0.00 MIME_BOUND_DIGITS_7 0.005 0.0043 0.0050 0.465 0.33 0.00 MIME_BOUND_MA 0.255 0.3381 0.0923 0.786 0.33 0.18 FROM_WEBMAIL_END_NUMS6 0.194 0.2548 0.0765 0.769 0.33 0.35 UPPERCASE_50_75 6.861 9.7139 1.3025 0.882 0.32 0.15 HTML_70_80 8.149 11.4159 1.7835 0.865 0.32 0.03 HTML_80_90 0.087 0.1099 0.0419 0.724 0.32 0.09 COMPLETELY_FREE 0.032 0.0375 0.0223 0.627 0.32 0.00 FREE_ACCESS 3.595 5.1194 0.6264 0.891 0.32 0.00 MISSING_OUTLOOK_NAME 0.005 0.0045 0.0065 0.410 0.32 0.00 BANG_BOSS 0.334 0.4398 0.1277 0.775 0.32 0.91 NO_OBLIGATION 0.014 0.0146 0.0135 0.520 0.31 0.00 NO_QS_ASKED 0.001 0.0002 0.0038 0.049 0.31 0.00 MIME_BOUND_HEX_24 0.615 0.8198 0.2153 0.792 0.31 0.76 SUBJ_ALL_CAPS 0.023 0.0253 0.0188 0.573 0.31 0.00 CONGRATULATIONS 2.755 3.8760 0.5699 0.872 0.31 1.01 HTML_TAG_EXIST_TBODY 5.177 7.3012 1.0383 0.875 0.31 0.52 HTML_60_70 0.002 0.0008 0.0058 0.120 0.31 0.00 WE_HATE_SPAM2 4.313 6.0566 0.9175 0.868 0.30 0.00 MIME_QP_LONG_LINE 5.542 7.5931 1.5455 0.831 0.30 0.04 HTML_LINK_CLICK_HERE 0.611 0.8066 0.2303 0.778 0.30 0.20 PLING_QUERY 18.749 13.3679 29.2310 0.314 0.30 0.00 FORGED_RCVD_HELO 0.195 0.2477 0.0919 0.729 0.30 0.00 HTML_FONT_FACE_CAPS 0.835 1.0878 0.3438 0.760 0.29 1.04 DATE_IN_FUTURE_06_12 0.112 0.1384 0.0608 0.695 0.29 0.00 ALL_CAP_FOR_ADULTS 0.136 0.1698 0.0711 0.705 0.29 0.00 EXCUSE_15 5.812 7.5973 2.3338 0.765 0.29 0.00 LINES_OF_YELLING 0.060 0.0681 0.0431 0.613 0.29 0.04 EXCUSE_11 6.631 8.1287 3.7140 0.686 0.29 0.03 CLICK_BELOW 0.864 1.1226 0.3592 0.758 0.28 0.00 HTTP_WITH_EMAIL_IN_URL 0.095 0.1139 0.0596 0.656 0.28 0.07 OPTING_OUT_CAPS 0.014 0.0116 0.0181 0.392 0.27 0.00 DIRECT_EMAIL 0.009 0.0061 0.0146 0.295 0.27 0.00 FROM_AND_TO_SAME 1.507 2.0274 0.4945 0.804 0.27 0.03 DATE_IN_PAST_03_06 0.051 0.0553 0.0419 0.569 0.27 0.85 FULL_REFUND 0.208 0.2515 0.1223 0.673 0.27 0.00 EARN_MONEY 0.055 0.0596 0.0458 0.566 0.27 0.14 YOU_WON 0.221 0.2657 0.1338 0.665 0.27 0.00 EXCUSE_7 0.044 0.0466 0.0385 0.548 0.26 0.00 HTML_TITLE_EXTRA 0.453 0.5679 0.2288 0.713 0.26 0.00 HTML_IMAGE_RATIO_10 0.017 0.0138 0.0235 0.371 0.26 0.00 X_ESMTP 0.075 0.0839 0.0573 0.594 0.26 0.06 EXCUSE_19 2.371 3.0531 1.0410 0.746 0.25 0.00 URI_REDIRECTOR 0.433 0.5336 0.2384 0.691 0.25 0.05 FREE_TRIAL 0.140 0.1648 0.0931 0.639 0.25 0.00 WHILE_SUPPLIES 7.080 5.8361 9.5033 0.380 0.25 0.12 NO_REAL_NAME 1.629 2.0934 0.7233 0.743 0.25 0.03 UPPERCASE_25_50 0.637 0.7803 0.3565 0.686 0.25 0.00 HTML_JAVASCRIPT 0.334 0.4074 0.1904 0.682 0.24 0.08 NO_COST 0.541 0.6502 0.3276 0.665 0.24 0.00 HTML_EVENT 3.729 3.7686 3.6517 0.508 0.24 0.18 FROM_ENDS_IN_NUMS 1.464 1.8233 0.7637 0.705 0.23 0.00 LINES_OF_YELLING_2 0.086 0.0892 0.0796 0.528 0.22 0.00 WORK_AT_HOME 0.333 0.3891 0.2242 0.634 0.22 0.00 WEIRD_PORT 0.100 0.1046 0.0908 0.535 0.21 0.00 CASHCASHCASH 0.503 0.5809 0.3511 0.623 0.21 0.05 PLING_PLING 0.204 0.2189 0.1757 0.555 0.20 0.00 HTML_IMAGE_RATIO_14 0.448 0.4986 0.3480 0.589 0.20 0.00 LINES_OF_YELLING_3 0.593 0.6832 0.4172 0.621 0.19 0.00 US_DOLLARS_2 0.051 0.0452 0.0623 0.420 0.19 0.00 NO_PURCHASE 0.011 0.0030 0.0277 0.097 0.19 0.00 MIME_BOUND_DASH_DIGIT 1.214 1.3415 0.9644 0.582 0.19 0.00 MAILTO_WITH_SUBJ 0.444 0.4860 0.3611 0.574 0.18 0.37 DATE_IN_PAST_12_24 0.563 0.6259 0.4403 0.587 0.17 0.11 FROM_HAS_MIXED_NUMS 0.462 0.4951 0.3972 0.555 0.17 0.00 MISSING_HEADERS 0.026 0.0132 0.0519 0.203 0.14 0.00 NO_EXPERIENCE 0.026 0.0122 0.0531 0.187 0.13 0.00 JAVASCRIPT_URI 0.338 0.3196 0.3726 0.462 0.13 0.00 FOR_FREE 0.167 0.1453 0.2088 0.410 0.13 0.16 OPTING_OUT 0.188 0.1504 0.2600 0.367 0.11 0.00 DATE_IN_PAST_24_48 0.048 0.0253 0.0911 0.217 0.10 0.03 MIME_QP_DEFICIENT 0.635 0.5545 0.7929 0.412 0.10 0.00 TO_ADDRESS_EQ_REAL 1.121 0.6964 1.9473 0.263 0.09 0.00 MAILTO_TO_SPAM_ADDR 0.617 0.5047 0.8360 0.376 0.09 0.00 EXCUSE_1 0.239 0.1786 0.3576 0.333 0.08 0.00 BANG_MONEY 0.171 0.1242 0.2623 0.321 0.08 0.00 FROM_HAS_ULINE_NUMS 0.077 0.0385 0.1527 0.201 0.06 0.03 DATE_IN_PAST_48_96 0.305 0.2219 0.4680 0.322 0.05 0.00 NO_FEE 0.186 0.0981 0.3576 0.215 0.02 0.00 BAYES_50 0.072 0.0197 0.1742 0.102 0.00 0.00 MIME_QP_NO_CHARSET 0.220 0.1174 0.4211 0.218 0.00 0.00 TO_EMPTY 0.038 0.0014 0.1084 0.013 0.00 0.00 MIME_BOUND_DIGITS_4 Rule file versions for which these results apply: (SpamAssassin Version string: 3.000000-pre4-cvs) -rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf -rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf -rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf -rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf -rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf -rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf -rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf -rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf -rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf -rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf -rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf -rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf -rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf -rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf -rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf -rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf -rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf -rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf -rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf -rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf -rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf -rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf -rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf -rw-r--r-- 1 stern stern 33297 Aug 6 15:51 50_scores.cf -rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf -rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf -rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf -rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf -rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf