STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 28655 99.96% # Correctly spam: 55676 98.84% # False positives: 11 0.04% # False negatives: 654 1.16% # TCR(l=50): 46.785714 SpamRecall: 98.839% SpamPrec: 99.980% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 451 1.57% # Correctly spam: 56329 100.00% # False positives: 28215 98.43% # False negatives: 1 0.00% # TCR(l=50): 0.039929 SpamRecall: 99.998% SpamPrec: 66.627% # SUMMARY for threshold -3.0: # Correctly non-spam: 489 1.71% # Correctly spam: 56329 100.00% # False positives: 28177 98.29% # False negatives: 1 0.00% # TCR(l=50): 0.039983 SpamRecall: 99.998% SpamPrec: 66.657% # SUMMARY for threshold -2.0: # Correctly non-spam: 1076 3.75% # Correctly spam: 56329 100.00% # False positives: 27590 96.25% # False negatives: 1 0.00% # TCR(l=50): 0.040834 SpamRecall: 99.998% SpamPrec: 67.123% # SUMMARY for threshold -1.0: # Correctly non-spam: 1361 4.75% # Correctly spam: 56329 100.00% # False positives: 27305 95.25% # False negatives: 1 0.00% # TCR(l=50): 0.041260 SpamRecall: 99.998% SpamPrec: 67.352% # SUMMARY for threshold 0.0: # Correctly non-spam: 3032 10.58% # Correctly spam: 56329 100.00% # False positives: 25634 89.42% # False negatives: 1 0.00% # TCR(l=50): 0.043949 SpamRecall: 99.998% SpamPrec: 68.725% # SUMMARY for threshold 1.0: # Correctly non-spam: 24503 85.48% # Correctly spam: 56265 99.88% # False positives: 4163 14.52% # False negatives: 65 0.12% # TCR(l=50): 0.270538 SpamRecall: 99.885% SpamPrec: 93.111% # SUMMARY for threshold 2.0: # Correctly non-spam: 27974 97.59% # Correctly spam: 56209 99.79% # False positives: 692 2.41% # False negatives: 121 0.21% # TCR(l=50): 1.622361 SpamRecall: 99.785% SpamPrec: 98.784% # SUMMARY for threshold 3.0: # Correctly non-spam: 28531 99.53% # Correctly spam: 56119 99.63% # False positives: 135 0.47% # False negatives: 211 0.37% # TCR(l=50): 8.092228 SpamRecall: 99.625% SpamPrec: 99.760% # SUMMARY for threshold 4.0: # Correctly non-spam: 28637 99.90% # Correctly spam: 55950 99.33% # False positives: 29 0.10% # False negatives: 380 0.67% # TCR(l=50): 30.781421 SpamRecall: 99.325% SpamPrec: 99.948% # SUMMARY for threshold 4.5: # Correctly non-spam: 28649 99.94% # Correctly spam: 55836 99.12% # False positives: 17 0.06% # False negatives: 494 0.88% # TCR(l=50): 41.912202 SpamRecall: 99.123% SpamPrec: 99.970% # SUMMARY for threshold 5.5: # Correctly non-spam: 28659 99.98% # Correctly spam: 55496 98.52% # False positives: 7 0.02% # False negatives: 834 1.48% # TCR(l=50): 47.576014 SpamRecall: 98.519% SpamPrec: 99.987% # SUMMARY for threshold 6.0: # Correctly non-spam: 28661 99.98% # Correctly spam: 55263 98.11% # False positives: 5 0.02% # False negatives: 1067 1.89% # TCR(l=50): 42.771450 SpamRecall: 98.106% SpamPrec: 99.991% # SUMMARY for threshold 6.5: # Correctly non-spam: 28663 99.99% # Correctly spam: 54976 97.60% # False positives: 3 0.01% # False negatives: 1354 2.40% # TCR(l=50): 37.453457 SpamRecall: 97.596% SpamPrec: 99.995% # SUMMARY for threshold 7.0: # Correctly non-spam: 28664 99.99% # Correctly spam: 54691 97.09% # False positives: 2 0.01% # False negatives: 1639 2.91% # TCR(l=50): 32.392179 SpamRecall: 97.090% SpamPrec: 99.996% # SUMMARY for threshold 8.0: # Correctly non-spam: 28665 100.00% # Correctly spam: 53929 95.74% # False positives: 1 0.00% # False negatives: 2401 4.26% # TCR(l=50): 22.982456 SpamRecall: 95.738% SpamPrec: 99.998% # SUMMARY for threshold 9.0: # Correctly non-spam: 28665 100.00% # Correctly spam: 53009 94.10% # False positives: 1 0.00% # False negatives: 3321 5.90% # TCR(l=50): 16.710175 SpamRecall: 94.104% SpamPrec: 99.998% # SUMMARY for threshold 10.0: # Correctly non-spam: 28665 100.00% # Correctly spam: 52088 92.47% # False positives: 1 0.00% # False negatives: 4242 7.53% # TCR(l=50): 13.124418 SpamRecall: 92.469% SpamPrec: 99.998% # SUMMARY for threshold 12.0: # Correctly non-spam: 28665 100.00% # Correctly spam: 50063 88.87% # False positives: 1 0.00% # False negatives: 6267 11.13% # TCR(l=50): 8.917208 SpamRecall: 88.874% SpamPrec: 99.998% # SUMMARY for threshold 15.0: # Correctly non-spam: 28665 100.00% # Correctly spam: 46427 82.42% # False positives: 1 0.00% # False negatives: 9903 17.58% # TCR(l=50): 5.659600 SpamRecall: 82.420% SpamPrec: 99.998% # SUMMARY for threshold 17.0: # Correctly non-spam: 28665 100.00% # Correctly spam: 43749 77.67% # False positives: 1 0.00% # False negatives: 12581 22.33% # TCR(l=50): 4.459663 SpamRecall: 77.666% SpamPrec: 99.998% # SUMMARY for threshold 20.0: # Correctly non-spam: 28666 100.00% # Correctly spam: 38781 68.85% # False positives: 0 0.00% # False negatives: 17549 31.15% # TCR(l=50): 3.209870 SpamRecall: 68.846% 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 766289 506205 260084 0.661 0.00 0.00 (all messages) 100.000 66.0593 33.9407 0.661 0.00 0.00 (all messages as %) 24.399 36.9344 0.0004 1.000 1.00 4.19 X_MESSAGE_INFO 22.283 33.7310 0.0004 1.000 1.00 4.23 MIME_BOUND_DD_DIGITS 14.409 21.8111 0.0015 1.000 0.98 2.75 HELO_DYNAMIC_IPADDR 10.497 15.8904 0.0008 1.000 0.98 2.01 URIBL_AB_SURBL 9.499 14.3797 0.0004 1.000 0.98 4.11 RCVD_DOUBLE_IP_SPAM 35.591 53.8744 0.0054 1.000 0.97 2.51 RCVD_IN_XBL 8.028 12.1516 0.0008 1.000 0.97 3.22 MSGID_SPAM_CAPS 18.019 27.2741 0.0046 1.000 0.97 3.90 URIBL_SC_SURBL 6.968 10.5477 0.0015 1.000 0.96 0.00 DRUGS_ANXIETY_EREC 5.567 8.4274 0.0000 1.000 0.96 2.73 DRUGS_MANYKINDS 6.584 9.9659 0.0023 1.000 0.95 0.41 DRUGS_DIET 6.076 9.1967 0.0015 1.000 0.95 0.00 DRUGS_DIET_EREC 5.079 7.6886 0.0000 1.000 0.95 3.96 DRUGS_ANXIETY_OBFU 6.105 9.2407 0.0031 1.000 0.94 0.09 HELO_DYNAMIC_DHCP 9.837 14.8876 0.0058 1.000 0.94 0.23 DIGEST_MULTIPLE 4.646 7.0327 0.0000 1.000 0.94 2.72 DRUGS_SLEEP_EREC 4.783 7.2407 0.0008 1.000 0.94 1.54 HELO_DYNAMIC_HCC 5.319 8.0499 0.0027 1.000 0.93 0.00 BAYES_99 7.307 11.0572 0.0065 0.999 0.93 0.57 HTML_BACKHAIR_8 4.399 6.6584 0.0008 1.000 0.93 0.01 DRUGS_DIET_PAIN 4.319 6.5377 0.0008 1.000 0.92 0.00 DRUGS_DEPR_EREC 44.479 67.3249 0.0135 1.000 0.92 2.77 RCVD_IN_DSBL 4.220 6.3879 0.0015 1.000 0.92 0.81 HELO_DYNAMIC_IPADDR2 13.079 19.7932 0.0123 0.999 0.91 0.62 RCVD_HELO_IP_MISMATCH 6.725 10.1755 0.0096 0.999 0.90 0.83 DRUGS_ERECTILE_OBFU 2.857 4.3241 0.0008 1.000 0.90 2.89 DATE_SPAMWARE_Y2K 2.404 3.6398 0.0000 1.000 0.90 2.28 SUBJECT_DRUG_GAP_X 4.778 7.2305 0.0062 0.999 0.90 0.11 DRUGS_SLEEP 3.703 5.6041 0.0035 0.999 0.90 2.43 DRUGS_PAIN_OBFU 29.959 45.3433 0.0165 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI 2.237 3.3868 0.0000 1.000 0.90 1.01 RATWARE_RCVD_AT 2.218 3.3577 0.0000 1.000 0.89 1.58 HTML_NONELEMENT_90_100 2.218 3.3573 0.0000 1.000 0.89 1.92 SUBJECT_DRUG_GAP_VA 2.206 3.3401 0.0000 1.000 0.89 2.37 RATWARE_ZERO_TZ 1.909 2.8895 0.0000 1.000 0.88 0.28 SUBJECT_DRUG_GAP_S 5.014 7.5849 0.0092 0.999 0.88 0.00 DRUGS_PAIN_EREC 8.267 12.5076 0.0138 0.999 0.88 0.00 DRUGS_ANXIETY 3.061 0.0024 9.0148 0.000 0.88 0.00 BAYES_00 6.111 9.2449 0.0123 0.999 0.88 2.55 UNIQUE_WORDS 1.759 2.6632 0.0000 1.000 0.88 3.66 HELO_DYNAMIC_ATTBI 1.729 2.6169 0.0000 1.000 0.87 1.19 HTML_BADTAG_90_100 7.763 11.7435 0.0150 0.999 0.87 1.97 HTML_IMAGE_ONLY_08 2.979 4.5059 0.0058 0.999 0.87 3.04 FORGED_MUA_OUTLOOK 4.614 6.9796 0.0108 0.998 0.86 0.17 DRUGS_MUSCLE 1.841 2.7848 0.0031 0.999 0.86 3.09 HTML_IMAGE_ONLY_04 3.161 4.7801 0.0088 0.998 0.86 1.74 MSGID_RANDY 1.449 2.1930 0.0000 1.000 0.86 2.51 HELO_DYNAMIC_OOL 4.925 7.4482 0.0135 0.998 0.85 1.36 DOMAIN_RATIO 2.992 4.5243 0.0092 0.998 0.85 3.08 MSGID_DOLLARS 2.581 3.9020 0.0088 0.998 0.84 0.68 RCVD_IN_RSL 1.509 2.2837 0.0027 0.999 0.84 1.28 FORGED_MUA_AOL_FROM 1.145 1.7327 0.0000 1.000 0.84 0.70 MSGID_YAHOO_CAPS 1.110 1.6796 0.0000 1.000 0.84 3.53 HELO_DYNAMIC_COMCAST 1.231 1.8631 0.0015 0.999 0.83 0.49 HTML_NONELEMENT_80_90 2.814 4.2546 0.0112 0.997 0.83 0.73 HTML_OBFUSCATE_10_20 2.314 3.4980 0.0096 0.997 0.83 0.62 UNRESOLVED_TEMPLATE 1.018 1.5407 0.0000 1.000 0.83 1.93 HTML_OBFUSCATE_30_40 1.294 1.9571 0.0035 0.998 0.82 3.15 MSGID_SPAM_LETTERS 4.559 6.8935 0.0165 0.998 0.82 0.00 DRUGS_DEPRESSION 2.154 3.2556 0.0104 0.997 0.82 0.60 HTML_OBFUSCATE_20_30 0.928 1.4046 0.0004 1.000 0.82 1.34 HTML_OBFUSCATE_50_60 1.336 2.0207 0.0046 0.998 0.82 0.00 FORGED_AOL_HTML 0.916 1.3868 0.0000 1.000 0.82 0.76 DRUGS_DIET_OBFU 1.085 1.6408 0.0023 0.999 0.82 1.77 SUBJECT_DRUG_GAP_VIA 3.143 4.7501 0.0150 0.997 0.81 2.04 PYZOR_CHECK 0.849 1.2856 0.0004 1.000 0.81 0.89 HELO_DYNAMIC_SPLIT_IP 0.983 1.4862 0.0027 0.998 0.81 1.85 RCVD_IN_SORBS_SOCKS 0.863 1.3056 0.0008 0.999 0.81 3.38 STRONG_BUY 1.102 1.6653 0.0042 0.997 0.81 2.33 INVALID_TZ_EST 0.824 1.2473 0.0004 1.000 0.81 3.38 RATWARE_RCVD_PF 6.061 9.1627 0.0246 0.997 0.80 0.04 DRUGS_PAIN 0.846 1.2795 0.0015 0.999 0.80 3.29 MIME_BOUND_DIGITS_15 0.800 1.2106 0.0012 0.999 0.80 0.01 ONLINE_PHARMACY 1.640 2.4769 0.0112 0.996 0.79 2.85 SUBJ_ILLEGAL_CHARS 0.709 1.0735 0.0000 1.000 0.79 1.75 HTML_OBFUSCATE_40_50 1.025 1.5484 0.0062 0.996 0.79 0.00 HTML_NONELEMENT_50_60 2.174 3.2833 0.0161 0.995 0.78 0.00 FORGED_OUTLOOK_TAGS 9.062 13.6996 0.0350 0.997 0.78 1.37 DCC_CHECK 3.073 4.6410 0.0211 0.995 0.78 0.02 FORGED_OUTLOOK_HTML 0.655 0.9923 0.0000 1.000 0.78 0.52 UNIVERSITY_DIPLOMAS 0.618 0.9362 0.0000 1.000 0.77 2.78 HELO_DYNAMIC_YAHOOBB 35.592 53.8558 0.0461 0.999 0.77 1.50 MPART_ALT_DIFF 0.800 1.2092 0.0050 0.996 0.77 1.20 OBFUSCATING_COMMENT 0.796 1.2027 0.0050 0.996 0.77 1.17 HTML_ATTR_UNIQUE 0.575 0.8706 0.0000 1.000 0.77 3.17 VIA_GAP_GRA 11.971 18.0998 0.0419 0.998 0.77 2.26 LONGWORDS 0.677 1.0241 0.0027 0.997 0.77 0.80 HTML_NONELEMENT_70_80 0.645 0.9761 0.0019 0.998 0.76 1.92 SUBJECT_DRUG_GAP_C 1.285 1.9383 0.0123 0.994 0.76 0.00 RCVD_IN_SORBS_WEB 3.712 5.6066 0.0254 0.995 0.76 1.47 HTML_IMAGE_ONLY_12 0.554 0.8390 0.0004 1.000 0.76 0.42 HTML_SHORT_CENTER 0.586 0.8864 0.0015 0.998 0.76 1.25 HG_HORMONE 0.802 1.2112 0.0069 0.994 0.76 0.71 HTML_FONT_SIZE_LARGE 0.550 0.8323 0.0004 1.000 0.76 0.43 HTML_BADTAG_50_60 0.532 0.8050 0.0000 1.000 0.76 1.13 HTML_BADTAG_60_70 2.070 3.1230 0.0211 0.993 0.76 0.00 URI_AFFILIATE 0.519 0.7851 0.0000 1.000 0.75 1.47 EMAIL_ROT13 0.540 0.8169 0.0008 0.999 0.75 0.00 HTML_BADTAG_40_50 0.524 0.7930 0.0004 1.000 0.75 3.10 PERCENT_RANDOM 0.713 1.0766 0.0058 0.995 0.75 0.17 HTML_BADTAG_20_30 0.508 0.7696 0.0000 1.000 0.75 0.07 INVALID_TZ_CST 0.554 0.8378 0.0019 0.998 0.75 1.78 STOCK_ALERT 5.391 8.1416 0.0369 0.995 0.75 1.60 RCVD_IN_SORBS_SMTP 0.551 0.8325 0.0023 0.997 0.75 3.19 OBSCURED_EMAIL 1.673 2.5227 0.0196 0.992 0.74 1.46 SUSPICIOUS_RECIPS 0.571 0.8625 0.0035 0.996 0.74 0.61 DRUG_DOSAGE 49.029 74.1861 0.0654 0.999 0.74 2.00 URIBL_OB_SURBL 0.728 1.0982 0.0088 0.992 0.74 0.15 STOCK_PICK 0.466 0.7051 0.0015 0.998 0.73 3.00 MSGID_SPAM_ALPHA_NUM 2.454 3.7003 0.0281 0.992 0.73 0.95 HTML_FONT_LOW_CONTRAST 0.457 0.6912 0.0012 0.998 0.73 2.60 X_AUTH_WARN_FAKED 0.891 1.3421 0.0127 0.991 0.73 2.13 FORGED_HOTMAIL_RCVD 0.514 0.7768 0.0038 0.995 0.73 1.14 HTML_NONELEMENT_60_70 0.422 0.6391 0.0000 1.000 0.73 0.97 HTML_OBFUSCATE_60_70 0.695 1.0464 0.0096 0.991 0.72 1.83 ALL_NATURAL 0.378 0.5727 0.0000 1.000 0.72 2.96 SUBJECT_DRUG_GAP_VIC 1.434 2.1598 0.0219 0.990 0.72 0.48 HTML_OBFUSCATE_05_10 0.565 0.8514 0.0077 0.991 0.71 0.25 URI_OFFERS 0.464 0.6993 0.0050 0.993 0.70 0.72 SUBJECT_DIET 0.388 0.5861 0.0027 0.995 0.70 0.10 HTML_BADTAG_30_40 0.418 0.6314 0.0038 0.994 0.70 0.05 FROM_ILLEGAL_CHARS 0.322 0.4881 0.0000 1.000 0.70 1.21 DEEP_DISC_MEDS 0.429 0.6472 0.0054 0.992 0.69 1.82 HTML_SHORT_COMMENT 0.336 0.5073 0.0015 0.997 0.69 2.91 NIGERIAN_BODY1 0.489 0.7355 0.0081 0.989 0.69 0.86 HTML_TAG_BALANCE_HEAD 0.691 1.0383 0.0138 0.987 0.69 0.04 MONEY_BACK 0.367 0.5547 0.0031 0.994 0.69 0.77 SUBJECT_DRUG_GAP_P 0.312 0.4715 0.0000 1.000 0.69 1.33 FORGED_MUA_OIMO 0.321 0.4854 0.0008 0.998 0.69 1.99 BANG_EXERCISE 0.796 1.1966 0.0173 0.986 0.69 0.97 SUBJ_DOLLARS 0.305 0.4613 0.0000 1.000 0.69 2.70 RATWARE_EGROUPS 0.309 0.4682 0.0004 0.999 0.68 0.79 FORGED_AOL_TAGS 0.296 0.4484 0.0000 1.000 0.68 1.39 FORGED_MUA_THEBAT_BOUN 1.902 2.8597 0.0365 0.987 0.68 0.11 MIME_BASE64_TEXT 0.417 0.6272 0.0073 0.988 0.67 0.75 IMPOTENCE 0.274 0.4147 0.0000 1.000 0.67 1.40 REVERSE_AGING 4.590 6.9168 0.0623 0.991 0.67 0.26 HTML_TITLE_UNTITLED 0.310 0.4688 0.0023 0.995 0.67 0.05 FORGED_MUA_EUDORA 1.527 2.2939 0.0338 0.985 0.67 0.00 HTML_BACKHAIR_4 0.263 0.3975 0.0000 1.000 0.67 0.07 HTML_BADTAG_70_80 0.619 0.9285 0.0161 0.983 0.67 0.46 HTML_FONT_SIZE_NONE 0.270 0.4081 0.0008 0.998 0.67 0.49 NIGERIAN_BODY2 0.244 0.3688 0.0000 1.000 0.66 1.06 FORGED_THEBAT_HTML 1.473 2.2123 0.0346 0.985 0.66 1.46 DNS_FROM_RFC_BOGUSMX 0.243 0.3684 0.0000 1.000 0.66 1.33 HTML_OBFUSCATE_70_80 1.046 0.0140 3.0548 0.005 0.66 -2.82 ALL_TRUSTED 0.237 0.3582 0.0000 1.000 0.66 2.73 FAKE_OUTBLAZE_RCVD 0.401 0.6027 0.0092 0.985 0.66 0.62 HTML_COMMENT_SHORT 0.239 0.3613 0.0008 0.998 0.65 1.66 FORGED_IMS_HTML 0.222 0.3362 0.0000 1.000 0.65 2.70 KOREAN_UCE_SUBJECT 10.343 15.6087 0.0942 0.994 0.65 0.03 DRUGS_ERECTILE 0.934 1.3994 0.0273 0.981 0.65 0.84 BODY_ENHANCEMENT2 0.214 0.3234 0.0000 1.000 0.65 0.44 HELO_DYNAMIC_DIALIN 0.242 0.3655 0.0019 0.995 0.65 0.00 ENTITY_DEC_ALPHANUM 0.262 0.3955 0.0031 0.992 0.65 0.26 FROM_NUM_AT_WEBMAIL 0.208 0.3147 0.0000 1.000 0.65 1.83 HELO_DYNAMIC_ADELPHIA 0.469 0.7035 0.0138 0.981 0.65 0.00 HTML_NONELEMENT_40_50 0.339 0.5081 0.0085 0.984 0.65 1.53 DRUG_ED_CAPS 0.208 0.3145 0.0000 1.000 0.65 2.73 SUBJECT_DRUG_GAP_L 4.174 6.2816 0.0707 0.989 0.64 1.37 RCVD_ILLEGAL_IP 0.199 0.3015 0.0000 1.000 0.64 2.67 HDR_ORDER_TRIMRS 0.205 0.3102 0.0008 0.998 0.64 0.21 BANG_OPRAH 1.623 2.4340 0.0438 0.982 0.64 2.33 DATE_IN_FUTURE_12_24 0.320 0.4806 0.0081 0.983 0.64 1.16 SORTED_RECIPS 0.757 1.1320 0.0258 0.978 0.64 0.00 BANG_GUAR 0.197 0.2983 0.0004 0.999 0.64 1.03 RATWARE_NETIP 0.313 0.4692 0.0077 0.984 0.64 1.58 FORGED_MUA_IMS 0.410 0.6144 0.0127 0.980 0.63 0.00 SATIS_GUAR 0.509 0.7621 0.0173 0.978 0.63 0.71 HTML_SHORT_LENGTH 1.209 1.8103 0.0400 0.978 0.63 0.42 HTML_FONT_SIZE_TINY 0.183 0.2776 0.0004 0.999 0.63 0.42 DRUG_ED_SILD 0.291 0.4372 0.0069 0.984 0.63 1.89 SAVE_THOUSANDS 0.183 0.2770 0.0004 0.999 0.63 1.93 NIGERIAN_BODY3 27.177 41.0685 0.1411 0.997 0.63 0.53 BIZ_TLD 0.181 0.2732 0.0004 0.999 0.63 1.46 FAKE_HELO_MSN 0.283 0.4243 0.0073 0.983 0.63 0.24 GUARANTEED_STUFF 0.343 0.5126 0.0115 0.978 0.63 0.32 AS_SEEN_ON 1.175 1.7572 0.0408 0.977 0.63 0.64 SUBJ_HAS_SPACES 0.742 1.1086 0.0281 0.975 0.62 2.06 WHY_WAIT 0.471 0.7039 0.0177 0.975 0.62 0.48 BODY_ENHANCEMENT 0.244 0.3665 0.0058 0.985 0.62 2.37 HAIR_LOSS 0.191 0.2884 0.0023 0.992 0.62 0.38 HTML_MISSING_CTYPE 0.164 0.2479 0.0000 1.000 0.62 1.85 FORGED_IMS_TAGS 0.277 0.4150 0.0081 0.981 0.62 0.41 HTML_LINK_PUSH_HERE 4.270 6.4187 0.0884 0.986 0.61 0.10 HTML_MIME_NO_HTML_TAG 0.161 0.2426 0.0008 0.997 0.61 1.76 MORE_SEX 0.315 0.4714 0.0115 0.976 0.61 1.68 FROM_ALL_NUMS 1.634 2.4453 0.0542 0.978 0.61 0.47 HTML_FONT_TINY 0.174 0.2619 0.0023 0.991 0.61 0.00 HELO_DYNAMIC_CHELLO_NL 0.357 0.5334 0.0146 0.973 0.61 0.49 SUBJ_BUY 0.214 0.3206 0.0065 0.980 0.60 0.46 ROUND_THE_WORLD_LOCAL 0.724 1.0794 0.0323 0.971 0.60 0.00 HTML_LINK_CLICK_CAPS 16.644 25.1171 0.1534 0.994 0.60 1.83 RCVD_IN_BL_SPAMCOP_NET 0.719 1.0715 0.0319 0.971 0.60 0.00 MAILTO_SUBJ_REMOVE 0.152 0.2296 0.0015 0.993 0.60 1.01 X_ORIG_IP_NOT_IPV4 0.138 0.2094 0.0000 1.000 0.60 2.54 SUBJECT_SEXUAL 0.132 0.2001 0.0000 1.000 0.60 2.41 RATWARE_OE_MALFORMED 0.215 0.3210 0.0073 0.978 0.60 0.00 MIME_BASE64_ILLEGAL 0.129 0.1946 0.0000 1.000 0.60 1.31 HTML_BADTAG_80_90 5.636 8.4657 0.1288 0.985 0.60 1.05 RCVD_IN_SBL 0.128 0.1932 0.0000 1.000 0.60 0.79 HELO_DYNAMIC_ROGERS 0.145 0.2183 0.0019 0.991 0.59 0.82 TERRA_ES 0.127 0.1926 0.0008 0.996 0.59 1.18 DRUG_ED_GENERIC 2.369 3.5416 0.0869 0.976 0.59 0.64 INVALID_TZ_GMT 0.119 0.1796 0.0000 1.000 0.59 1.38 NIGERIAN_BODY4 3.113 4.6663 0.0911 0.981 0.59 2.17 FORGED_YAHOO_RCVD 1.271 1.8951 0.0565 0.971 0.59 0.01 HTML_TABLE_THICK_BORD 1.161 1.7309 0.0515 0.971 0.59 0.25 BAD_CREDIT 0.164 0.2456 0.0046 0.982 0.59 1.76 HTML_TAG_EXIST_MARQUEE 10.564 15.9113 0.1553 0.990 0.59 1.14 RCVD_IN_RFC_IPWHOIS 0.768 1.1412 0.0408 0.966 0.59 0.03 RCVD_FAKE_HELO_DOTCOM 0.346 0.5140 0.0188 0.965 0.58 0.00 CLICK_TO_REMOVE_1 0.141 0.2122 0.0031 0.986 0.58 1.37 X_LIBRARY 0.142 0.2128 0.0035 0.984 0.58 1.29 MILLION_USD 0.114 0.1727 0.0004 0.998 0.58 1.52 DRUGS_SMEAR1 0.183 0.2728 0.0073 0.974 0.58 2.05 DATE_IN_FUTURE_24_48 0.111 0.1681 0.0000 1.000 0.58 2.44 NOT_ADVISOR 0.431 0.6406 0.0235 0.965 0.58 0.00 HTML_COMMENT_SHOUTING 0.765 1.1365 0.0427 0.964 0.58 0.28 MIME_HTML_MOSTLY 0.118 0.1784 0.0015 0.991 0.58 1.28 HTML_FONT_SIZE_HUGE 0.213 0.3165 0.0104 0.968 0.58 0.72 MARKETING_PARTNERS 0.126 0.1885 0.0031 0.984 0.57 0.34 ENGLISH_UCE_SUBJECT 0.103 0.1553 0.0000 1.000 0.57 1.01 HELO_DYNAMIC_RR2 0.435 0.6454 0.0246 0.963 0.57 0.53 FRONTPAGE 0.160 0.2386 0.0065 0.973 0.57 0.00 DIET_2 0.941 1.3984 0.0515 0.964 0.57 1.05 RCVD_IN_NJABL_SPAM 0.105 0.1590 0.0008 0.995 0.57 2.37 WE_HONOR_ALL 1.373 2.0425 0.0704 0.967 0.57 0.48 MIME_HEADER_CTYPE_ONLY 0.132 0.1977 0.0046 0.977 0.57 1.32 RATWARE_HASH_2_V2 0.126 0.1887 0.0038 0.980 0.57 2.30 DATE_IN_FUTURE_48_96 0.845 1.2536 0.0492 0.962 0.57 0.00 HTML_BADTAG_10_20 0.122 0.1823 0.0038 0.979 0.57 2.36 FORGED_MUA_MOZILLA 0.096 0.1454 0.0000 1.000 0.57 0.99 RATWARE_MOZ_MALFORMED 0.096 0.1446 0.0000 1.000 0.56 2.35 MIME_BOUND_RKFINDY 0.095 0.1432 0.0000 1.000 0.56 0.81 HELO_DYNAMIC_VTR 0.119 0.1782 0.0038 0.979 0.56 2.19 NA_DOLLARS 1.466 2.1792 0.0773 0.966 0.56 0.49 DNS_FROM_RFC_WHOIS 0.096 0.1454 0.0012 0.992 0.56 0.83 RATWARE_GECKO_BUILD 0.437 0.6472 0.0292 0.957 0.56 2.02 HEAD_ILLEGAL_CHARS 0.132 0.1972 0.0065 0.968 0.56 0.65 CONSOLIDATE_DEBT 0.154 0.2286 0.0085 0.964 0.56 0.43 GUARANTEED_100_PERCENT 0.102 0.1527 0.0023 0.985 0.55 0.97 NO_FORMS 0.099 0.1488 0.0019 0.987 0.55 0.00 NO_CREDIT_CHECK 0.117 0.1754 0.0046 0.974 0.55 0.00 RATWARE_HASH_2 0.095 0.1426 0.0012 0.992 0.55 2.29 MSGID_OUTLOOK_INVALID 0.086 0.1308 0.0000 1.000 0.55 2.35 CONFIRMED_FORGED 0.103 0.1541 0.0035 0.978 0.55 0.86 FROM_OFFERS 0.088 0.1326 0.0008 0.994 0.55 1.20 HTML_CONVERTED 0.090 0.1357 0.0012 0.992 0.55 0.10 HTML_ATTR_BAD 0.423 0.6246 0.0296 0.955 0.55 1.32 GAPPY_SUBJECT 7.466 11.2032 0.1930 0.983 0.55 0.00 HTML_IMAGE_RATIO_02 0.703 1.0387 0.0492 0.955 0.54 0.07 HTML_NONELEMENT_20_30 2.944 4.3879 0.1342 0.970 0.54 1.57 MISSING_SUBJECT 0.083 0.1254 0.0008 0.994 0.54 1.82 DRUG_ED_ONLINE 0.345 0.5089 0.0258 0.952 0.54 0.00 HTML_SHOUTING4 0.077 0.1171 0.0000 1.000 0.54 1.32 HELO_DYNAMIC_HEXIP 0.079 0.1185 0.0008 0.994 0.54 2.25 MIME_BOUND_MANY_HEX 0.081 0.1215 0.0012 0.991 0.54 0.91 YAHOO_DRS_REDIR 0.200 0.2943 0.0150 0.952 0.54 1.92 SOME_BREAKTHROUGH 0.451 0.6644 0.0358 0.949 0.54 0.00 LOW_PRICE 0.191 0.2821 0.0146 0.951 0.54 2.25 TO_MALFORMED 0.078 0.1177 0.0012 0.990 0.54 1.52 RATWARE_STORM_URI 0.108 0.1596 0.0062 0.963 0.54 0.00 ONE_TIME_MAILING 0.070 0.1059 0.0000 1.000 0.53 0.28 SUBJ_2_NUM_PARENS 0.068 0.1025 0.0000 1.000 0.53 0.13 MULTI_FORGED 0.739 1.0869 0.0611 0.947 0.53 0.82 MIME_BASE64_BLANKS 1.729 2.5634 0.1054 0.961 0.53 0.39 HTML_TAG_BALANCE_BODY 0.065 0.0988 0.0000 1.000 0.53 2.17 FAKE_HELO_MAIL_COM_DOM 0.442 0.6507 0.0365 0.947 0.53 0.14 HTML_00_10 0.343 0.5055 0.0281 0.947 0.53 0.13 HTML_COMMENT_SAVED_URL 0.665 0.9794 0.0527 0.949 0.53 0.25 MIME_MISSING_BOUNDARY 0.666 0.9804 0.0542 0.948 0.53 0.27 X_MSMAIL_PRIORITY_HIGH 0.063 0.0950 0.0000 1.000 0.53 1.20 CONFIDENTIAL_ORDER 1.659 2.4581 0.1034 0.960 0.53 1.28 HTML_IMAGE_ONLY_16 0.061 0.0928 0.0000 1.000 0.53 1.06 DIET_3 1.529 2.2653 0.0954 0.960 0.52 1.08 FORGED_HOTMAIL_RCVD2 0.059 0.0893 0.0000 1.000 0.52 2.10 WRINKLES 0.112 0.1659 0.0085 0.951 0.52 0.92 MORTGAGE_BEST 0.232 0.3408 0.0211 0.942 0.52 1.06 TRACKER_ID 0.058 0.0881 0.0000 1.000 0.52 2.09 EXCUSE_23 0.279 0.4099 0.0238 0.945 0.52 1.43 PORN_URL_SEX 2.400 3.5578 0.1469 0.960 0.52 0.00 RCVD_DOUBLE_IP_LOOSE 0.056 0.0847 0.0000 1.000 0.52 2.16 HTML_FORMACTION_MAILTO 0.514 0.7554 0.0450 0.944 0.52 0.56 USERPASS 0.101 0.1488 0.0077 0.951 0.52 0.73 EXCUSE_6 0.161 0.2355 0.0150 0.940 0.51 0.02 IP_LINK_PLUS 0.053 0.0802 0.0000 1.000 0.51 1.91 CHINA_HEADER 1.955 2.8872 0.1403 0.954 0.51 0.36 DIET_1 0.050 0.0763 0.0000 1.000 0.51 2.13 FAKE_HELO_EXCITE 0.091 0.1337 0.0065 0.953 0.51 0.57 PORN_URL_MISC 0.048 0.0731 0.0000 1.000 0.51 0.64 HELO_DYNAMIC_HOME_NL 0.050 0.0755 0.0004 0.995 0.51 2.16 FORWARD_LOOKING 0.077 0.1140 0.0050 0.958 0.51 0.00 HTML_SHOUTING5 0.696 1.0178 0.0684 0.937 0.51 0.38 EXCUSE_10 0.045 0.0684 0.0000 1.000 0.51 0.39 HDR_ORDER_MTSRIX 1.936 2.8556 0.1450 0.952 0.50 0.00 HTML_SHOUTING3 0.122 0.1788 0.0127 0.934 0.50 0.08 HTML_EMBEDS 0.156 0.2278 0.0165 0.932 0.50 1.36 SUB_HELLO 0.044 0.0000 0.1296 0.000 0.50 -8.00 HABEAS_USER 0.054 0.0804 0.0019 0.977 0.50 2.07 SUBJ_LIFE_INSURANCE 4.463 6.6522 0.2007 0.971 0.50 0.07 HTML_FONT_INVISIBLE 0.150 0.2185 0.0169 0.928 0.50 0.54 UPPERCASE_75_100 0.046 0.0008 0.1330 0.006 0.49 -4.30 RCVD_IN_BSP_TRUSTED 0.058 0.0867 0.0035 0.962 0.49 0.00 BAYES_95 1.790 2.6333 0.1473 0.947 0.49 0.00 HTML_BACKHAIR_2 0.055 0.0820 0.0035 0.960 0.49 1.97 FAKE_HELO_MAIL_COM 0.040 0.0597 0.0004 0.994 0.49 0.25 FORGED_QUALCOMM_TAGS 0.103 0.1493 0.0115 0.928 0.49 1.97 WEIRD_QUOTING 0.059 0.0871 0.0042 0.954 0.49 0.00 BAYES_90 0.043 0.0640 0.0015 0.977 0.49 1.02 PORN_URL_SLUT 0.997 1.4595 0.0961 0.938 0.49 0.07 DATE_IN_FUTURE_03_06 0.041 0.0008 0.1207 0.007 0.49 0.00 BAYES_10 4.549 6.7726 0.2207 0.968 0.49 0.00 DNS_FROM_RFC_DSN 0.237 0.3441 0.0273 0.927 0.49 0.00 MORTGAGE_PITCH 0.044 0.0660 0.0023 0.966 0.49 1.27 AMAZING_STUFF 0.081 0.1187 0.0088 0.931 0.49 0.69 MORTGAGE_RATES 0.038 0.0573 0.0012 0.980 0.48 0.38 FREE_PREVIEW 0.073 0.1067 0.0077 0.933 0.48 2.07 SUBJ_YOUR_DEBT 5.829 8.6718 0.2953 0.967 0.48 0.48 INFO_TLD 0.310 0.4510 0.0361 0.926 0.48 0.01 HTML_NONELEMENT_30_40 0.037 0.0553 0.0004 0.993 0.48 0.00 WHY_PAY_MORE 0.034 0.0518 0.0000 1.000 0.48 0.60 HTTP_77 0.037 0.0561 0.0012 0.980 0.48 1.74 ROUND_THE_WORLD 0.038 0.0565 0.0015 0.974 0.48 1.81 URI_4YOU 0.038 0.0565 0.0015 0.974 0.48 1.47 RATWARE_RCVD_LC_ESMTP 0.178 0.2576 0.0231 0.918 0.48 1.11 FROM_HAS_MIXED_NUMS3 0.040 0.0597 0.0023 0.963 0.48 0.00 HIDE_WIN_STATUS 0.609 0.8840 0.0738 0.923 0.48 0.09 HTTP_ESCAPED_HOST 30.961 46.6673 0.3922 0.992 0.48 0.14 RCVD_IN_SORBS_DUL 0.046 0.0680 0.0042 0.941 0.48 1.83 DISGUISE_PORN 0.047 0.0693 0.0046 0.938 0.48 1.19 BILLION_DOLLARS 0.115 0.1655 0.0154 0.915 0.47 1.72 FORGED_JUNO_RCVD 0.034 0.0004 0.1004 0.004 0.47 0.00 BAYES_05 0.033 0.0498 0.0004 0.992 0.47 1.30 SUBJ_GUARANTEED 0.043 0.0628 0.0038 0.942 0.47 0.34 OFFSHORE_SCAM 0.037 0.0547 0.0015 0.973 0.47 0.65 FORGED_EUDORAMAIL_RCVD 0.067 0.0972 0.0081 0.923 0.47 1.43 DATE_IN_FUTURE_96_XX 0.032 0.0478 0.0000 1.000 0.47 16.00 HABEAS_INFRINGER 0.342 0.4949 0.0442 0.918 0.47 1.31 FROM_NO_LOWER 0.493 0.7126 0.0657 0.916 0.47 1.13 BLANK_LINES_70_80 31.331 47.2168 0.4133 0.991 0.47 1.66 RCVD_IN_NJABL_DUL 0.305 0.4409 0.0411 0.915 0.46 0.00 BANG_MORE 0.095 0.1373 0.0138 0.908 0.46 0.90 CREDIT_CARD 0.214 0.3082 0.0300 0.911 0.46 1.41 ADDRESS_IN_SUBJECT 0.034 0.0504 0.0023 0.956 0.46 0.44 NASTY_GIRLS 0.903 1.3078 0.1165 0.918 0.46 0.00 MAILTO_TO_REMOVE 0.030 0.0450 0.0008 0.983 0.46 0.39 REFINANCE_YOUR_HOME 0.032 0.0474 0.0015 0.969 0.46 0.00 SUBJ_YOUR_FAMILY 0.026 0.0399 0.0000 1.000 0.46 0.09 RCVD_AM_PM 0.030 0.0450 0.0012 0.975 0.46 1.97 PORN_15 12.849 19.2495 0.3926 0.980 0.46 0.00 RCVD_IN_SORBS_HTTP 0.037 0.0543 0.0038 0.934 0.46 0.01 REFINANCE_NOW 1.742 2.5399 0.1876 0.931 0.46 0.18 HTML_IMAGE_RATIO_04 0.024 0.0369 0.0000 1.000 0.45 1.88 BANG_QUOTE 1.720 2.5102 0.1830 0.932 0.45 0.84 HTML_IMAGE_ONLY_20 0.025 0.0369 0.0004 0.990 0.45 1.88 HELO_DYNAMIC_VELOX 0.029 0.0427 0.0015 0.965 0.45 0.01 FIN_FREE 0.023 0.0346 0.0000 1.000 0.45 0.23 WITH_LC_SMTP 0.023 0.0348 0.0004 0.989 0.45 1.79 COMPETE 0.022 0.0340 0.0000 1.000 0.45 1.86 MSGID_FROM_MTA_HOTMAIL 0.034 0.0500 0.0042 0.922 0.45 0.34 FROM_NO_USER 0.132 0.1881 0.0231 0.891 0.45 0.03 URG_BIZ 0.124 0.1768 0.0223 0.888 0.45 1.51 SOMETHING_FOR_ADULTS 51.999 78.4712 0.4756 0.994 0.45 0.54 URIBL_WS_SURBL 0.045 0.0640 0.0081 0.888 0.45 0.00 ACT_NOW_CAPS 0.022 0.0326 0.0000 1.000 0.45 0.49 HTML_OBFUSCATE_80_90 0.029 0.0431 0.0027 0.941 0.44 1.73 CUM_SHOT 0.039 0.0032 0.1084 0.028 0.44 0.00 BAYES_25 0.030 0.0437 0.0031 0.934 0.44 0.00 MEET_SINGLES 0.025 0.0363 0.0015 0.959 0.44 1.57 NUMERIC_HTTP_ADDR 0.021 0.0320 0.0000 1.000 0.44 0.20 HTML_OBFUSCATE_90_100 1.219 1.7629 0.1592 0.917 0.44 1.00 HTML_IMAGE_ONLY_24 13.754 20.6003 0.4291 0.980 0.44 0.00 RCVD_IN_SORBS_MISC 0.020 0.0308 0.0000 1.000 0.44 1.76 MSGID_SPAM_ZEROES 0.384 0.5478 0.0654 0.893 0.44 1.39 INVALID_MSGID 0.021 0.0320 0.0008 0.977 0.44 1.27 EXCUSE_24 15.276 22.8917 0.4537 0.981 0.44 1.38 DNS_FROM_RFC_POST 0.043 0.0610 0.0085 0.878 0.44 1.10 SUBJ_FOR_ONLY 0.020 0.0304 0.0004 0.988 0.44 1.52 BARGAIN_URL 0.993 1.4271 0.1484 0.906 0.44 0.00 HTML_TAG_BALANCE_HTML 0.026 0.0371 0.0031 0.924 0.44 1.86 SELECTED_YOU 0.019 0.0281 0.0000 1.000 0.43 0.56 FAKED_UNDISC_RECIPS 0.044 0.0618 0.0092 0.870 0.43 0.00 URI_LONG_HOSTNAME 0.023 0.0334 0.0019 0.946 0.43 1.70 UNCLAIMED_MONEY 0.020 0.0300 0.0008 0.975 0.43 1.08 JS_FROMCHARCODE 42.600 64.2313 0.4979 0.992 0.43 0.63 URIBL_SBL 0.023 0.0332 0.0019 0.945 0.43 1.75 BLANK_LINES_90_100 0.027 0.0391 0.0038 0.910 0.43 1.74 FREE_QUOTE_INSTANT 0.019 0.0286 0.0008 0.974 0.43 0.14 BE_BOSS 0.017 0.0265 0.0000 1.000 0.43 0.67 FORGED_TELESP_RCVD 0.062 0.0873 0.0131 0.870 0.43 0.00 HTML_TAG_EXIST_PARAM 0.044 0.0612 0.0096 0.864 0.43 0.55 THE_BEST_RATE 0.017 0.0259 0.0000 1.000 0.43 0.86 MSGID_SPAM_99X9XX99 0.033 0.0468 0.0058 0.890 0.43 1.76 GET_PAID 0.121 0.1703 0.0242 0.875 0.43 0.00 REPLY_TO_ULINE_NUMS 4.761 7.0234 0.3568 0.952 0.43 0.10 EXCUSE_3 0.033 0.0474 0.0062 0.885 0.43 1.78 DOMAIN_4U2 0.102 0.1430 0.0211 0.871 0.43 0.08 ADDR_FREE 0.019 0.0284 0.0012 0.961 0.43 0.47 HTML_SHOUTING7 0.016 0.0245 0.0000 1.000 0.43 1.79 SENT_IN_COMPLIANCE 18.023 27.0363 0.4818 0.982 0.43 1.03 RCVD_IN_NJABL_PROXY 0.024 0.0344 0.0035 0.909 0.43 1.36 SEDUCTION 1.014 1.4532 0.1592 0.901 0.43 0.00 HTML_NONELEMENT_10_20 0.770 1.0946 0.1369 0.889 0.43 0.59 HOT_NASTY 0.018 0.0269 0.0012 0.959 0.42 1.78 BUY_DIRECT 0.031 0.0435 0.0062 0.876 0.42 0.64 JOIN_MILLIONS 12.771 19.0917 0.4687 0.976 0.42 1.70 MSGID_FROM_MTA_ID 0.186 0.2627 0.0369 0.877 0.42 0.38 SEE_FOR_YOURSELF 0.025 0.0356 0.0046 0.885 0.42 0.60 WHILE_YOU_SLEEP 0.081 0.1140 0.0181 0.863 0.42 0.00 MSGID_NO_HOST 1.148 1.6460 0.1780 0.902 0.42 0.11 MIME_BOUND_NEXTPART 0.081 0.1134 0.0181 0.863 0.42 0.00 BLANK_LINES_80_90 2.982 4.3467 0.3249 0.930 0.42 0.29 HTML_10_20 1.218 1.7467 0.1880 0.903 0.42 0.08 NORMAL_HTTP_TO_IP 2.855 4.1562 0.3211 0.928 0.42 1.19 PRIORITY_NO_NAME 0.030 0.0421 0.0062 0.872 0.42 1.76 NIGERIAN_SUBJECT2 0.033 0.0462 0.0073 0.864 0.42 0.02 HTML_SHOUTING9 0.014 0.0213 0.0000 1.000 0.42 1.39 PREST_NON_ACCREDITED 0.014 0.0209 0.0000 1.000 0.42 1.36 REMOVE_POSTAL 0.025 0.0348 0.0050 0.874 0.42 1.77 EXCUSE_4 0.015 0.0221 0.0004 0.983 0.42 0.67 HARDCORE_PORN 0.014 0.0205 0.0000 1.000 0.42 1.79 RESISTANCE_IS_FUTILE 0.023 0.0326 0.0042 0.885 0.42 0.36 LIVE_PORN 0.015 0.0225 0.0008 0.967 0.42 0.31 FROM_NONSENDING_DOMAIN 0.013 0.0201 0.0000 1.000 0.41 0.90 RCVD_BONUS_SPC_DATE 0.245 0.3459 0.0492 0.875 0.41 0.03 SUB_FREE_OFFER 0.680 0.9617 0.1323 0.879 0.41 1.12 SUBJ_HAS_UNIQ_ID 0.070 0.0974 0.0173 0.849 0.41 0.00 HTML_WIN_OPEN 0.013 0.0196 0.0000 1.000 0.41 0.76 MICRO_CAP_WARNING 0.016 0.0239 0.0019 0.926 0.41 0.96 HIDDEN_CHARGES 0.023 0.0320 0.0046 0.874 0.41 0.33 URI_IS_POUND 0.013 0.0190 0.0000 1.000 0.41 0.91 FAKE_HELO_EUDORAMAIL 0.013 0.0198 0.0004 0.981 0.41 0.35 MAIL_IN_ORDER_FORM 6.468 9.5594 0.4506 0.955 0.41 0.50 HTML_20_30 0.112 0.1567 0.0261 0.857 0.41 1.11 ITS_LEGAL 0.012 0.0188 0.0000 1.000 0.41 1.08 YAHOO_RD_REDIR 0.036 0.0496 0.0096 0.838 0.41 0.02 FREE_PORN 0.035 0.0478 0.0092 0.838 0.41 1.69 SUBJ_AS_SEEN 0.012 0.0180 0.0000 1.000 0.41 0.18 DRUG_ED_COMBO 5.067 7.4604 0.4087 0.948 0.41 0.20 HTML_TEXT_AFTER_HTML 0.035 0.0482 0.0096 0.834 0.41 0.00 LOW_PAYMENT 0.085 0.1171 0.0215 0.845 0.41 0.00 EXCUSE_REMOVE 0.011 0.0174 0.0000 1.000 0.41 0.19 HELO_DYNAMIC_NTL 13.245 19.7835 0.5187 0.974 0.41 0.03 FORGED_RCVD_NET_HELO 0.022 0.0310 0.0054 0.852 0.41 0.17 FREE_SAMPLE 1.833 2.6400 0.2626 0.910 0.41 0.60 REMOVE_PAGE 2.013 2.8913 0.3030 0.905 0.40 0.00 MIME_BASE64_NO_NAME 0.012 0.0182 0.0008 0.959 0.40 0.77 AMATEUR_PORN 0.011 0.0168 0.0000 1.000 0.40 0.95 RATWARE_HASH_DASH 0.011 0.0166 0.0000 1.000 0.40 0.23 HELO_DYNAMIC_CHELLO_NO 0.011 0.0166 0.0000 1.000 0.40 0.44 YOU_CAN_SEARCH 0.055 0.0743 0.0161 0.821 0.40 0.00 LOW_INTEREST 0.018 0.0255 0.0038 0.869 0.40 0.00 ONE_TIME 0.011 0.0164 0.0000 1.000 0.40 1.66 NO_MEDICAL 1.711 2.4611 0.2518 0.907 0.40 0.00 HTML_IMAGE_RATIO_06 0.016 0.0231 0.0031 0.883 0.40 1.27 BEEN_TURNED_DOWN 0.017 0.0245 0.0038 0.864 0.40 1.65 FAKE_HELO_LYCOS 0.191 0.2661 0.0446 0.856 0.40 1.00 SPF_HELO_SOFTFAIL 0.010 0.0154 0.0000 1.000 0.40 1.67 HTTP_CTRL_CHARS_HOST 0.015 0.0213 0.0031 0.874 0.40 0.12 TO_NO_USER 0.105 0.1452 0.0265 0.846 0.40 0.93 RCVD_IN_NJABL_RELAY 0.009 0.0142 0.0000 1.000 0.40 0.00 NIGERIAN_BODY_GOVT_3 0.203 0.2825 0.0484 0.854 0.40 0.80 DEAR_SOMETHING 0.012 0.0174 0.0015 0.919 0.40 1.09 BANKRUPTCY 0.012 0.0170 0.0015 0.917 0.39 0.41 FORGED_MUA_THEBAT_CS 0.009 0.0000 0.0269 0.000 0.39 -0.10 RCVD_IN_BSP_OTHER 0.037 0.0504 0.0123 0.804 0.39 0.99 EXTRA_CASH 0.022 0.0292 0.0065 0.817 0.39 1.68 HEADER_COUNT_CTYPE 0.009 0.0132 0.0000 1.000 0.39 0.00 RATWARE_JPFREE 0.012 0.0176 0.0023 0.884 0.39 1.69 BILL_1618 0.420 0.5875 0.0927 0.864 0.39 0.02 NO_RDNS_DOTCOM_HELO 0.010 0.0140 0.0008 0.948 0.39 0.46 PORN_16 0.010 0.0146 0.0012 0.927 0.39 0.84 URIBL_PH_SURBL 0.008 0.0124 0.0000 1.000 0.39 0.00 HELO_DYNAMIC_TELIA 1.765 2.5189 0.2976 0.894 0.39 0.01 HTML_WEB_BUGS 15.971 23.7864 0.7590 0.969 0.39 1.53 RCVD_NUMERIC_HELO 0.073 0.0986 0.0223 0.816 0.39 0.45 RICH 0.008 0.0122 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM 0.041 0.0549 0.0142 0.794 0.39 0.00 BAYES_75 0.032 0.0427 0.0112 0.793 0.39 0.00 INVALID_DATE_TZ_ABSURD 0.617 0.8589 0.1469 0.854 0.39 0.00 ORDER_NOW 0.330 0.4593 0.0781 0.855 0.38 0.65 HTTP_EXCESSIVE_ESCAPES 0.007 0.0109 0.0000 1.000 0.38 0.00 NONEXISTENT_CHARSET 0.296 0.4101 0.0731 0.849 0.38 0.04 REMOVE_FROM_LIST 0.079 0.1079 0.0242 0.817 0.38 0.95 RECEIVE_OFFER 0.008 0.0122 0.0008 0.941 0.38 0.00 PAY_SITE 1.027 1.4484 0.2076 0.875 0.38 0.09 X_PRIORITY_HIGH 0.007 0.0103 0.0000 1.000 0.38 0.00 CABLE_CONVERTER 0.007 0.0103 0.0000 1.000 0.38 0.00 FORGED_GW05_RCVD 7.441 10.9722 0.5683 0.951 0.38 0.19 HTML_90_100 0.658 0.9182 0.1507 0.859 0.38 0.00 MIME_QP_EXCESSIVE 0.007 0.0099 0.0000 1.000 0.38 0.00 JAPANESE_UCE_SUBJECT 0.460 0.6377 0.1130 0.849 0.38 0.01 HTML_FONT_FACE_BAD 0.007 0.0101 0.0004 0.963 0.38 0.00 FREE_GRANT 0.007 0.0109 0.0008 0.934 0.38 0.00 NO_CATCH 0.006 0.0095 0.0000 1.000 0.38 0.00 FORGED_AOL_RCVD 0.009 0.0128 0.0019 0.870 0.38 0.00 MULTI_REMOVAL_1WORD 5.828 8.5584 0.5144 0.943 0.38 0.00 MISSING_MIMEOLE 0.009 0.0122 0.0015 0.888 0.38 0.00 EARNINGS 0.006 0.0093 0.0000 1.000 0.38 0.00 INVALUABLE_MARKETING 1.360 1.9253 0.2599 0.881 0.38 0.00 SAVE_MONEY 0.020 0.0257 0.0077 0.770 0.38 0.81 CELL_PHONE_IMPROVE 0.055 0.0729 0.0204 0.782 0.38 0.26 BEST_PORN 0.006 0.0091 0.0000 1.000 0.38 0.00 JODY 0.006 0.0091 0.0000 1.000 0.38 0.00 COPY_ACCURATELY 0.031 0.0401 0.0123 0.765 0.38 0.00 ALL_CAPS_GUAR 0.009 0.0124 0.0019 0.866 0.38 0.00 FAKE_HELO_YAHOO_CA 0.018 0.0235 0.0069 0.773 0.38 0.50 SUBJ_2_CREDIT 0.722 1.0051 0.1723 0.854 0.38 0.00 CLICK_BELOW_CAPS 1.783 2.5241 0.3414 0.881 0.38 0.04 HTML_TITLE_EMPTY 0.006 0.0089 0.0000 1.000 0.38 0.00 ORDER_REPORT 0.006 0.0089 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL 0.006 0.0089 0.0000 1.000 0.38 0.00 TO_RECIP_MARKER 0.013 0.0168 0.0042 0.799 0.38 1.18 FREE_MEMBERSHIP 1.169 1.6493 0.2353 0.875 0.38 0.00 HTML_IMAGE_RATIO_08 0.006 0.0093 0.0004 0.960 0.38 0.00 OUR_AFFILIATE_PARTNERS 0.006 0.0087 0.0000 1.000 0.37 0.00 USERNAME_IN_SUBJECT 0.012 0.0166 0.0042 0.797 0.37 0.86 EARN_PER_WEEK 0.007 0.0095 0.0008 0.925 0.37 0.00 NONSECURED_CREDIT 0.006 0.0085 0.0000 1.000 0.37 0.00 PORN_URL_PANT 0.006 0.0085 0.0000 1.000 0.37 0.00 FORGED_MUA_APPLEMAIL 0.012 0.0160 0.0042 0.791 0.37 1.57 PORN_CELEBRITY 2.089 2.9773 0.3603 0.892 0.37 0.00 MSGID_FROM_MTA_HEADER 0.041 0.0541 0.0165 0.766 0.37 0.00 LINK_TO_NO_SCHEME 4.914 7.1971 0.4714 0.939 0.37 0.15 HTML_TEXT_AFTER_BODY 0.012 0.0156 0.0042 0.787 0.37 0.00 BARELY_LEGAL 0.304 0.4156 0.0854 0.830 0.37 0.00 SAVE_UP_TO 0.008 0.0117 0.0023 0.835 0.37 0.00 LONG_DISTANCE 14.451 21.3959 0.9347 0.958 0.37 0.02 RCVD_BY_IP 0.005 0.0073 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA 0.005 0.0073 0.0000 1.000 0.37 0.00 MDAEMON_2_7_4 0.005 0.0071 0.0000 1.000 0.37 0.00 FORGED_JUNO_FROM 0.075 0.0998 0.0261 0.792 0.37 0.00 ENTITY_DEC_SPACE 0.004 0.0065 0.0000 1.000 0.37 0.00 NO_GIMMICK 0.096 0.1294 0.0308 0.808 0.37 0.00 MIME_BASE64_LATIN 56.104 83.9836 1.8417 0.979 0.37 1.49 RAZOR2_CF_RANGE_51_100 0.007 0.0101 0.0023 0.814 0.37 0.00 BILL_SECTION 0.005 0.0077 0.0008 0.909 0.37 0.00 LESBIAN 0.004 0.0063 0.0000 1.000 0.37 0.00 MSGID_3_DOLLARS 0.004 0.0063 0.0000 1.000 0.37 0.00 RATWARE_VC_IPA 0.344 0.4733 0.0911 0.839 0.37 0.22 EXTRA_MPART_TYPE 5.505 8.0458 0.5591 0.935 0.37 0.07 DNS_FROM_AHBL_RHSBL 41.957 62.6268 1.7275 0.973 0.36 1.16 MIME_HTML_ONLY 0.009 0.0121 0.0035 0.777 0.36 0.00 APPLY_ONLINE 1.715 2.4190 0.3441 0.875 0.36 0.23 INVALID_DATE 0.004 0.0063 0.0004 0.943 0.36 0.00 CANNOT_BE_SPAM 0.006 0.0085 0.0015 0.847 0.36 0.00 SERIOUS_ONLY 18.494 27.4278 1.1070 0.961 0.36 0.01 MIME_HTML_NO_CHARSET 0.004 0.0053 0.0000 1.000 0.36 0.00 BTAMAIL_URL 0.004 0.0053 0.0000 1.000 0.36 0.00 NIGERIAN_SCAM_VIRTUE 0.014 0.0176 0.0065 0.729 0.36 0.00 ACCEPT_CREDIT_CARDS 0.006 0.0079 0.0015 0.837 0.36 0.00 FREE_PASSWORD 0.013 0.0160 0.0058 0.735 0.36 1.50 NO_DISAPPOINTMENT 0.005 0.0073 0.0012 0.864 0.36 0.00 NIGERIAN_SUBJECT1 12.366 18.2335 0.9466 0.951 0.36 0.23 HTML_FONT_BIG 0.200 0.2695 0.0650 0.806 0.36 0.00 HTML_EVENT_UNSAFE 0.112 0.1495 0.0392 0.792 0.36 1.49 FROM_STARTS_WITH_NUMS 55.815 83.4460 2.0359 0.976 0.36 0.15 RAZOR2_CHECK 0.004 0.0053 0.0004 0.933 0.36 0.00 MEGA_SITE 0.069 0.0905 0.0261 0.776 0.36 0.05 DO_IT_TODAY 0.003 0.0047 0.0000 1.000 0.36 0.00 TO_TXT 0.412 0.5630 0.1184 0.826 0.36 0.41 US_DOLLARS_3 0.004 0.0051 0.0004 0.930 0.36 0.00 GET_STARTED_NOW 0.003 0.0049 0.0004 0.928 0.36 0.00 X_PRI_MISMATCH_HI 0.026 0.0322 0.0127 0.717 0.36 0.00 HTML_SHOUTING6 0.008 0.0109 0.0038 0.739 0.36 0.00 HTML_ALL_CAPS 0.003 0.0041 0.0000 1.000 0.36 0.00 NIGERIAN_SUBJECT6 0.003 0.0041 0.0000 1.000 0.36 0.00 FAKE_HELO_MAILCITY 0.006 0.0075 0.0019 0.796 0.36 0.00 SEX_FEST 0.004 0.0061 0.0012 0.842 0.36 0.00 LYING_EYES 0.010 0.0122 0.0046 0.726 0.36 0.69 TARGETED 0.003 0.0040 0.0000 1.000 0.36 0.00 RECEIVED_IDENT_SQUID 0.003 0.0043 0.0004 0.919 0.36 0.00 YAHOO_SRD_REDIR 0.002 0.0038 0.0000 1.000 0.36 0.00 INTL_DRIVERS_LICENSE 0.002 0.0038 0.0000 1.000 0.36 0.00 X_PMFLAGS_PRESENT 0.002 0.0036 0.0000 1.000 0.35 0.00 MSGID_THREESIXSIX 0.014 0.0174 0.0077 0.693 0.35 1.48 CELL_PHONE_FREE 0.010 0.0126 0.0054 0.701 0.35 0.45 INITIAL_INVEST 0.301 0.4099 0.0888 0.822 0.35 0.00 ENTITY_DEC_OTHER 0.002 0.0034 0.0000 1.000 0.35 0.00 SAFEGUARD_NOTICE 0.011 0.0132 0.0058 0.697 0.35 1.50 START_NOW_CAPS 1.905 2.6841 0.3880 0.874 0.35 0.00 HTML_NONELEMENT_00_10 0.277 0.3746 0.0880 0.810 0.35 0.02 MISSING_DATE 0.221 0.2975 0.0727 0.804 0.35 0.00 SUBJ_FREE_CAP 0.002 0.0036 0.0004 0.902 0.35 0.00 NOT_ML_MARKETING 0.002 0.0028 0.0000 1.000 0.35 0.00 LOTS_OF_CC_LINES 0.002 0.0028 0.0000 1.000 0.35 0.00 USE_IDENTITY 0.009 0.0113 0.0050 0.693 0.35 0.00 FIND_ANYTHING 0.002 0.0026 0.0000 1.000 0.35 0.00 BZ_TLD 0.017 0.0209 0.0100 0.677 0.35 0.42 MILLION_EMAIL 0.269 0.3615 0.0877 0.805 0.35 1.08 DATE_IN_PAST_96_XX 0.003 0.0036 0.0008 0.822 0.35 0.00 INCOME 0.002 0.0024 0.0000 1.000 0.35 0.00 OUR_STRICT_ANTI 0.002 0.0024 0.0000 1.000 0.35 0.00 STOP_SNORING 0.002 0.0034 0.0008 0.814 0.35 0.00 THIS_IS_AN_AD 0.002 0.0026 0.0004 0.870 0.35 0.00 FORGED_MUA_MSN 0.001 0.0020 0.0000 1.000 0.35 0.00 WALAA 0.710 0.9723 0.1999 0.829 0.35 0.02 HTML_IMAGE_RATIO_12 0.001 0.0018 0.0000 1.000 0.35 0.00 TO_INVESTORS 0.001 0.0018 0.0000 1.000 0.35 0.00 READ_TO_END 0.001 0.0018 0.0000 1.000 0.35 0.00 RATWARE_SCREWUP_1 0.001 0.0018 0.0000 1.000 0.35 0.00 FAKE_HELO_CARAMAIL 0.006 0.0073 0.0035 0.679 0.35 0.00 HTML_SHOUTING8 0.002 0.0022 0.0004 0.850 0.35 0.00 FORGED_YAHOO_RCVD_SMTP 0.001 0.0016 0.0000 1.000 0.35 0.00 BTAMAIL_HEADER 0.002 0.0030 0.0012 0.720 0.34 0.00 SUBJ_DOUBLE_YOUR 5.323 7.6807 0.7340 0.913 0.34 0.09 HTML_40_50 0.001 0.0014 0.0000 1.000 0.34 0.00 NOT_INTENDED 0.001 0.0014 0.0000 1.000 0.34 0.00 MORTGAGE_LINKS 0.001 0.0014 0.0000 1.000 0.34 0.00 X_ENC_PRESENT 0.001 0.0014 0.0000 1.000 0.34 0.00 RATWARE_EVAMAIL 0.008 0.0097 0.0054 0.643 0.34 0.00 UP_TO_OR_MORES 0.005 0.0059 0.0031 0.658 0.34 0.00 NO_INVENTORY 0.528 0.7151 0.1649 0.813 0.34 0.03 LOTS_OF_STUFF 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 HELO_DYNAMIC_TDS 0.001 0.0012 0.0000 1.000 0.34 0.00 RECEIVED_CACHEFLOW 52.616 75.7199 7.6495 0.908 0.34 0.00 HTML_MESSAGE 0.001 0.0016 0.0004 0.804 0.34 0.00 RATWARE_IMKTG 2.021 2.8473 0.4118 0.874 0.34 1.39 UNDISC_RECIPS 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 BUY_JUDGEMENTS 0.001 0.0010 0.0000 1.000 0.34 0.00 WEALTH 0.001 0.0010 0.0000 1.000 0.34 0.00 FURTHER_TRANSMISSIONS 0.002 0.0028 0.0015 0.643 0.34 0.00 NO_INVESTMENT 0.001 0.0018 0.0008 0.698 0.34 0.00 FREE_INVESTMENT 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 MSGID_4NUMS_DOLLAR 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 CREDITORS_CALLING 0.165 0.2165 0.0642 0.771 0.34 0.00 SAVINGS 0.106 0.1397 0.0419 0.769 0.34 0.77 DEAR_FRIEND 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 FORGED_RCVD_FROM_NUM 0.002 0.0024 0.0015 0.607 0.34 0.00 FREE_INSTALL 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_MMAILER 0.000 0.0004 0.0000 1.000 0.34 0.00 RUSSIAN_UCE_SUBJECT 0.000 0.0004 0.0000 1.000 0.34 0.00 RCVD_IN_NJABL_CGI 0.686 0.9324 0.2057 0.819 0.34 0.00 MANY_EXCLAMATIONS 5.726 8.2245 0.8620 0.905 0.34 0.10 HTML_50_60 0.001 0.0008 0.0004 0.673 0.34 0.00 DIG_UP_INFO 0.014 0.0166 0.0096 0.633 0.34 1.41 REPLY_TO_EMPTY 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 RATWARE_EMPTY_HELO 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 0.0000 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 NO_DNS_FOR_FROM 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 RCVD_IN_MAPS_RSS 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_SORBS_BLOCK 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_DUL 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_RBL 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 RCVD_IN_NJABL_MULTI 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 VAR_REF_IN_RECEIVED 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 RCVD_IN_MAPS_NML 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAIL_ID_PRESENT 0.000 0.0004 0.0004 0.507 0.34 0.00 EXCUSE_22 0.003 0.0028 0.0023 0.545 0.34 0.00 BUGGY_CGI 0.009 0.0097 0.0065 0.597 0.34 0.00 AOL_USERS_LINK 0.001 0.0012 0.0012 0.507 0.34 0.00 ONCE_IN_LIFETIME 1.132 1.5403 0.3372 0.820 0.34 0.21 DATE_IN_PAST_06_12 0.000 0.0002 0.0004 0.339 0.34 0.00 EXCUSE_21 0.023 0.0273 0.0146 0.651 0.33 0.89 YOUR_INCOME 0.002 0.0024 0.0023 0.507 0.33 0.00 NEW_CUSTOMER 0.909 1.2264 0.2907 0.808 0.33 0.00 HTML_BACKHAIR_1 0.001 0.0012 0.0015 0.435 0.33 0.00 DRUG_ED_HERBAL 0.000 0.0002 0.0008 0.204 0.33 0.00 SUBJ_NOW_ONLY 0.250 0.3315 0.0900 0.787 0.33 0.25 RISK_FREE 0.334 0.4474 0.1142 0.797 0.33 0.00 LIMITED_TIME_ONLY 0.105 0.1361 0.0438 0.756 0.33 0.75 ADDR_NUMS_AT_BIGSITE 0.002 0.0018 0.0023 0.435 0.33 0.00 IDENT_NOBODY 4.380 6.3210 0.6017 0.913 0.33 0.00 HTML_BADTAG_00_10 0.086 0.1098 0.0392 0.737 0.33 0.00 COMPLETELY_FREE 0.046 0.0563 0.0254 0.689 0.33 0.00 ML_MARKETING 4.077 5.8755 0.5771 0.911 0.33 0.06 HTML_30_40 0.032 0.0383 0.0200 0.657 0.33 0.00 FREE_ACCESS 0.195 0.2570 0.0757 0.772 0.33 0.93 UPPERCASE_50_75 0.002 0.0022 0.0031 0.414 0.33 0.00 FROM_HAS_MIXED_NUMS2 0.008 0.0089 0.0073 0.549 0.33 0.00 MIME_BOUND_DIGITS_7 6.848 9.6957 1.3053 0.881 0.33 0.00 HTML_70_80 8.139 11.4171 1.7598 0.866 0.33 0.00 HTML_80_90 0.101 0.1306 0.0442 0.747 0.32 0.82 RCVD_IN_SORBS_ZOMBIE 0.030 0.0348 0.0200 0.635 0.32 0.00 EXCUSE_12 0.004 0.0040 0.0050 0.441 0.32 0.00 MIME_BOUND_MA 0.333 0.4403 0.1238 0.781 0.32 0.56 NO_OBLIGATION 21.889 26.9543 12.0292 0.691 0.32 0.37 DNS_FROM_RFC_ABUSE 3.587 5.1104 0.6213 0.892 0.32 0.00 MISSING_OUTLOOK_NAME 0.021 0.0237 0.0161 0.595 0.32 0.00 CONGRATULATIONS 0.611 0.8175 0.2080 0.797 0.32 0.36 SUBJ_ALL_CAPS 0.013 0.0142 0.0119 0.544 0.32 1.20 NO_QS_ASKED 0.251 0.3305 0.0961 0.775 0.32 0.05 FROM_WEBMAIL_END_NUMS6 0.041 0.0490 0.0254 0.659 0.32 1.29 SUBJ_YOUR_OWN 0.006 0.0049 0.0069 0.416 0.31 0.00 BANG_BOSS 2.750 3.8678 0.5740 0.871 0.31 0.23 HTML_TAG_EXIST_TBODY 5.170 7.2968 1.0308 0.876 0.31 0.03 HTML_60_70 0.002 0.0002 0.0046 0.041 0.31 0.00 MIME_BOUND_HEX_24 0.611 0.8054 0.2315 0.777 0.31 0.86 PLING_QUERY 4.307 6.0495 0.9143 0.869 0.30 0.00 MIME_QP_LONG_LINE 0.136 0.1697 0.0696 0.709 0.30 0.00 EXCUSE_15 5.522 7.5691 1.5387 0.831 0.30 0.00 HTML_LINK_CLICK_HERE 0.111 0.1377 0.0577 0.705 0.30 0.00 ALL_CAP_FOR_ADULTS 0.003 0.0008 0.0062 0.114 0.30 0.00 WE_HATE_SPAM2 18.744 13.3440 29.2532 0.313 0.30 0.05 FORGED_RCVD_HELO 0.835 1.0865 0.3449 0.759 0.29 1.20 DATE_IN_FUTURE_06_12 0.193 0.2446 0.0927 0.725 0.29 0.80 HTML_FONT_FACE_CAPS 5.798 7.5827 2.3231 0.765 0.29 0.00 LINES_OF_YELLING 0.863 1.1219 0.3583 0.758 0.29 0.00 HTTP_WITH_EMAIL_IN_URL 6.616 8.1143 3.7000 0.687 0.29 0.00 CLICK_BELOW 0.095 0.1128 0.0611 0.649 0.28 0.03 OPTING_OUT_CAPS 1.513 2.0367 0.4941 0.805 0.28 0.00 DATE_IN_PAST_03_06 0.136 0.1616 0.0854 0.654 0.27 0.00 WHILE_SUPPLIES 1.932 2.5820 0.6682 0.794 0.27 0.41 SPF_HELO_FAIL 0.052 0.0569 0.0419 0.576 0.27 1.11 FULL_REFUND 0.013 0.0109 0.0173 0.386 0.27 0.02 DIRECT_EMAIL 0.060 0.0672 0.0458 0.595 0.27 0.00 EXCUSE_11 0.205 0.2489 0.1184 0.678 0.27 0.00 EARN_MONEY 0.450 0.5632 0.2307 0.709 0.26 0.00 HTML_IMAGE_RATIO_10 0.042 0.0454 0.0365 0.554 0.26 0.00 HTML_TITLE_EXTRA 0.053 0.0579 0.0446 0.565 0.26 0.27 YOU_WON 0.074 0.0846 0.0542 0.609 0.26 0.36 EXCUSE_19 0.219 0.2621 0.1338 0.662 0.26 0.15 EXCUSE_7 0.010 0.0063 0.0165 0.277 0.26 0.20 FROM_AND_TO_SAME 2.368 3.0567 1.0277 0.748 0.26 0.00 URI_REDIRECTOR 0.435 0.5379 0.2342 0.697 0.25 0.00 FREE_TRIAL 0.017 0.0140 0.0227 0.382 0.25 0.00 X_ESMTP 0.453 0.5604 0.2434 0.697 0.25 0.00 SB_NEW_BULK 0.630 0.7732 0.3510 0.688 0.25 0.00 HTML_JAVASCRIPT 1.633 2.0946 0.7340 0.741 0.25 0.21 UPPERCASE_25_50 7.047 5.7903 9.4935 0.379 0.25 0.18 NO_REAL_NAME 0.538 0.6493 0.3199 0.670 0.25 0.00 HTML_EVENT 0.335 0.4077 0.1926 0.679 0.25 0.00 NO_COST 3.729 3.7605 3.6665 0.506 0.24 0.52 FROM_ENDS_IN_NUMS 1.453 1.8014 0.7740 0.699 0.23 0.00 LINES_OF_YELLING_2 0.613 0.7343 0.3760 0.661 0.22 0.00 SB_NSP_VOLUME_SPIKE 0.085 0.0887 0.0784 0.531 0.22 0.00 WORK_AT_HOME 0.333 0.3870 0.2272 0.630 0.22 0.51 WEIRD_PORT 0.098 0.1023 0.0888 0.535 0.22 0.00 CASHCASHCASH 0.048 0.0437 0.0577 0.431 0.21 0.00 NO_PURCHASE 0.203 0.2197 0.1711 0.562 0.21 0.00 HTML_IMAGE_RATIO_14 0.504 0.5772 0.3603 0.616 0.20 0.43 PLING_PLING 0.221 0.2367 0.1907 0.554 0.19 0.10 RAZOR2_CF_RANGE_11_50 0.447 0.4935 0.3560 0.581 0.19 0.00 LINES_OF_YELLING_3 1.215 1.3473 0.9582 0.584 0.19 0.00 MAILTO_WITH_SUBJ 0.596 0.6867 0.4183 0.621 0.19 0.00 US_DOLLARS_2 1.231 1.3666 0.9670 0.586 0.19 0.00 SPF_FAIL 0.012 0.0036 0.0273 0.115 0.19 0.00 MIME_BOUND_DASH_DIGIT 0.444 0.4842 0.3660 0.569 0.18 0.00 DATE_IN_PAST_12_24 0.613 0.6902 0.4641 0.598 0.17 0.84 SPF_SOFTFAIL 0.559 0.6171 0.4456 0.581 0.17 0.30 FROM_HAS_MIXED_NUMS 0.464 0.4955 0.4033 0.551 0.17 0.00 MISSING_HEADERS 0.026 0.0136 0.0496 0.216 0.15 0.00 JAVASCRIPT_URI 0.027 0.0132 0.0527 0.201 0.14 0.00 NO_EXPERIENCE 0.166 0.1458 0.2065 0.414 0.13 0.49 OPTING_OUT 0.330 0.3086 0.3710 0.454 0.12 0.00 FOR_FREE 0.189 0.1547 0.2549 0.378 0.11 0.30 DATE_IN_PAST_24_48 0.047 0.0253 0.0904 0.219 0.10 0.00 MIME_QP_DEFICIENT 0.636 0.5529 0.7963 0.410 0.10 0.47 TO_ADDRESS_EQ_REAL 0.243 0.1847 0.3560 0.342 0.09 0.00 BANG_MONEY 0.613 0.5036 0.8251 0.379 0.09 0.00 EXCUSE_1 1.120 0.6950 1.9467 0.263 0.08 0.00 MAILTO_TO_SPAM_ADDR 0.171 0.1233 0.2626 0.319 0.08 0.36 FROM_HAS_ULINE_NUMS 0.077 0.0399 0.1503 0.210 0.07 0.26 DATE_IN_PAST_48_96 0.302 0.2211 0.4587 0.325 0.05 0.00 NO_FEE 0.186 0.0974 0.3595 0.213 0.02 0.00 BAYES_50 0.073 0.0203 0.1753 0.104 0.01 0.00 MIME_QP_NO_CHARSET 0.219 0.1187 0.4149 0.223 0.00 0.00 TO_EMPTY 0.038 0.0012 0.1107 0.011 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 33487 Aug 6 16:25 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