STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 28778 99.97% # Correctly spam: 55659 99.00% # False positives: 8 0.03% # False negatives: 560 1.00% # TCR(l=50): 58.561458 SpamRecall: 99.004% SpamPrec: 99.986% Results on test corpora at various alternative thresholds: # SUMMARY for threshold -4.0: # Correctly non-spam: 466 1.62% # Correctly spam: 56218 100.00% # False positives: 28320 98.38% # False negatives: 1 0.00% # TCR(l=50): 0.039703 SpamRecall: 99.998% SpamPrec: 66.500% # SUMMARY for threshold -3.0: # Correctly non-spam: 466 1.62% # Correctly spam: 56218 100.00% # False positives: 28320 98.38% # False negatives: 1 0.00% # TCR(l=50): 0.039703 SpamRecall: 99.998% SpamPrec: 66.500% # SUMMARY for threshold -2.0: # Correctly non-spam: 1086 3.77% # Correctly spam: 56216 99.99% # False positives: 27700 96.23% # False negatives: 3 0.01% # TCR(l=50): 0.040591 SpamRecall: 99.995% SpamPrec: 66.991% # SUMMARY for threshold -1.0: # Correctly non-spam: 1423 4.94% # Correctly spam: 56216 99.99% # False positives: 27363 95.06% # False negatives: 3 0.01% # TCR(l=50): 0.041091 SpamRecall: 99.995% SpamPrec: 67.261% # SUMMARY for threshold 0.0: # Correctly non-spam: 2927 10.17% # Correctly spam: 56216 99.99% # False positives: 25859 89.83% # False negatives: 3 0.01% # TCR(l=50): 0.043481 SpamRecall: 99.995% SpamPrec: 68.493% # SUMMARY for threshold 1.0: # Correctly non-spam: 24778 86.08% # Correctly spam: 56136 99.85% # False positives: 4008 13.92% # False negatives: 83 0.15% # TCR(l=50): 0.280418 SpamRecall: 99.852% SpamPrec: 93.336% # SUMMARY for threshold 2.0: # Correctly non-spam: 28141 97.76% # Correctly spam: 56079 99.75% # False positives: 645 2.24% # False negatives: 140 0.25% # TCR(l=50): 1.735690 SpamRecall: 99.751% SpamPrec: 98.863% # SUMMARY for threshold 3.0: # Correctly non-spam: 28615 99.41% # Correctly spam: 55999 99.61% # False positives: 171 0.59% # False negatives: 220 0.39% # TCR(l=50): 6.410376 SpamRecall: 99.609% SpamPrec: 99.696% # SUMMARY for threshold 4.0: # Correctly non-spam: 28742 99.85% # Correctly spam: 55875 99.39% # False positives: 44 0.15% # False negatives: 344 0.61% # TCR(l=50): 22.098664 SpamRecall: 99.388% SpamPrec: 99.921% # SUMMARY for threshold 4.5: # Correctly non-spam: 28773 99.95% # Correctly spam: 55793 99.24% # False positives: 13 0.05% # False negatives: 426 0.76% # TCR(l=50): 52.248141 SpamRecall: 99.242% SpamPrec: 99.977% # SUMMARY for threshold 5.5: # Correctly non-spam: 28781 99.98% # Correctly spam: 55501 98.72% # False positives: 5 0.02% # False negatives: 718 1.28% # TCR(l=50): 58.077479 SpamRecall: 98.723% SpamPrec: 99.991% # SUMMARY for threshold 6.0: # Correctly non-spam: 28781 99.98% # Correctly spam: 55310 98.38% # False positives: 5 0.02% # False negatives: 909 1.62% # TCR(l=50): 48.506471 SpamRecall: 98.383% SpamPrec: 99.991% # SUMMARY for threshold 6.5: # Correctly non-spam: 28781 99.98% # Correctly spam: 55072 97.96% # False positives: 5 0.02% # False negatives: 1147 2.04% # TCR(l=50): 40.242663 SpamRecall: 97.960% SpamPrec: 99.991% # SUMMARY for threshold 7.0: # Correctly non-spam: 28781 99.98% # Correctly spam: 54721 97.34% # False positives: 5 0.02% # False negatives: 1498 2.66% # TCR(l=50): 32.161899 SpamRecall: 97.335% SpamPrec: 99.991% # SUMMARY for threshold 8.0: # Correctly non-spam: 28781 99.98% # Correctly spam: 54003 96.06% # False positives: 5 0.02% # False negatives: 2216 3.94% # TCR(l=50): 22.797648 SpamRecall: 96.058% SpamPrec: 99.991% # SUMMARY for threshold 9.0: # Correctly non-spam: 28783 99.99% # Correctly spam: 53132 94.51% # False positives: 3 0.01% # False negatives: 3087 5.49% # TCR(l=50): 17.367624 SpamRecall: 94.509% SpamPrec: 99.994% # SUMMARY for threshold 10.0: # Correctly non-spam: 28783 99.99% # Correctly spam: 52139 92.74% # False positives: 3 0.01% # False negatives: 4080 7.26% # TCR(l=50): 13.290544 SpamRecall: 92.743% SpamPrec: 99.994% # SUMMARY for threshold 12.0: # Correctly non-spam: 28783 99.99% # Correctly spam: 50107 89.13% # False positives: 3 0.01% # False negatives: 6112 10.87% # TCR(l=50): 8.977803 SpamRecall: 89.128% SpamPrec: 99.994% # SUMMARY for threshold 15.0: # Correctly non-spam: 28783 99.99% # Correctly spam: 46538 82.78% # False positives: 3 0.01% # False negatives: 9681 17.22% # TCR(l=50): 5.718543 SpamRecall: 82.780% SpamPrec: 99.994% # SUMMARY for threshold 17.0: # Correctly non-spam: 28783 99.99% # Correctly spam: 43816 77.94% # False positives: 3 0.01% # False negatives: 12403 22.06% # TCR(l=50): 4.478531 SpamRecall: 77.938% SpamPrec: 99.993% # SUMMARY for threshold 20.0: # Correctly non-spam: 28784 99.99% # Correctly spam: 38928 69.24% # False positives: 2 0.01% # False negatives: 17291 30.76% # TCR(l=50): 3.232649 SpamRecall: 69.243% SpamPrec: 99.995% 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 766280 506316 259964 0.661 0.00 0.00 (all messages) 100.000 66.0745 33.9255 0.661 0.00 0.00 (all messages as %) 24.399 36.9269 0.0004 1.000 1.00 4.08 X_MESSAGE_INFO 22.283 33.7244 0.0004 1.000 1.00 4.23 MIME_BOUND_DD_DIGITS 14.416 21.8176 0.0012 1.000 0.99 2.65 HELO_DYNAMIC_IPADDR 9.492 14.3647 0.0004 1.000 0.98 3.91 RCVD_DOUBLE_IP_SPAM 10.511 15.9071 0.0012 1.000 0.98 2.51 URIBL_AB_SURBL 18.020 27.2693 0.0042 1.000 0.97 3.83 URIBL_SC_SURBL 8.014 12.1286 0.0008 1.000 0.97 3.07 MSGID_SPAM_CAPS 35.577 53.8409 0.0058 1.000 0.97 2.33 RCVD_IN_XBL 6.955 10.5254 0.0015 1.000 0.96 0.00 DRUGS_ANXIETY_EREC 5.557 8.4108 0.0004 1.000 0.95 2.24 DRUGS_MANYKINDS 6.069 9.1842 0.0015 1.000 0.95 0.03 DRUGS_DIET_EREC 6.574 9.9489 0.0023 1.000 0.95 1.58 DRUGS_DIET 5.071 7.6745 0.0000 1.000 0.95 3.78 DRUGS_ANXIETY_OBFU 9.843 14.8943 0.0054 1.000 0.94 0.43 DIGEST_MULTIPLE 6.116 9.2547 0.0035 1.000 0.94 0.55 HELO_DYNAMIC_DHCP 4.634 7.0136 0.0000 1.000 0.94 2.23 DRUGS_SLEEP_EREC 4.791 7.2510 0.0008 1.000 0.94 1.88 HELO_DYNAMIC_HCC 5.331 8.0665 0.0035 1.000 0.93 0.00 BAYES_99 4.397 6.6543 0.0008 1.000 0.93 1.16 DRUGS_DIET_PAIN 4.311 6.5236 0.0012 1.000 0.92 0.00 DRUGS_DEPR_EREC 44.500 67.3406 0.0138 1.000 0.92 2.77 RCVD_IN_DSBL 4.229 6.3996 0.0015 1.000 0.92 0.90 HELO_DYNAMIC_IPADDR2 13.071 19.7774 0.0108 0.999 0.92 0.95 RCVD_HELO_IP_MISMATCH 7.309 11.0573 0.0085 0.999 0.91 0.87 HTML_BACKHAIR_8 6.715 10.1579 0.0088 0.999 0.91 0.74 DRUGS_ERECTILE_OBFU 2.859 4.3269 0.0008 1.000 0.90 2.69 DATE_SPAMWARE_Y2K 2.392 3.6209 0.0000 1.000 0.90 2.12 SUBJECT_DRUG_GAP_X 3.692 5.5854 0.0031 0.999 0.90 2.19 DRUGS_PAIN_OBFU 29.956 45.3286 0.0162 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI 2.244 3.3969 0.0000 1.000 0.90 1.12 RATWARE_RCVD_AT 2.218 3.3570 0.0000 1.000 0.89 1.55 SUBJECT_DRUG_GAP_VA 2.203 3.3343 0.0000 1.000 0.89 1.92 RATWARE_ZERO_TZ 2.220 3.3590 0.0004 1.000 0.89 0.89 HTML_NONELEMENT_90_100 4.768 7.2131 0.0069 0.999 0.89 0.20 DRUGS_SLEEP 8.253 12.4843 0.0131 0.999 0.89 0.00 DRUGS_ANXIETY 1.901 2.8769 0.0000 1.000 0.89 1.18 SUBJECT_DRUG_GAP_S 5.003 7.5676 0.0088 0.999 0.89 0.00 DRUGS_PAIN_EREC 3.072 0.0026 9.0505 0.000 0.88 0.00 BAYES_00 6.129 9.2687 0.0127 0.999 0.88 2.50 UNIQUE_WORDS 1.752 2.6511 0.0000 1.000 0.88 3.51 HELO_DYNAMIC_ATTBI 1.728 2.6146 0.0000 1.000 0.88 0.46 HTML_BADTAG_90_100 2.987 4.5167 0.0062 0.999 0.87 3.05 FORGED_MUA_OUTLOOK 3.166 4.7881 0.0081 0.998 0.86 1.76 MSGID_RANDY 4.924 7.4454 0.0123 0.998 0.86 0.91 DOMAIN_RATIO 7.763 11.7399 0.0173 0.999 0.86 1.65 HTML_IMAGE_ONLY_08 1.835 2.7751 0.0031 0.999 0.86 3.04 HTML_IMAGE_ONLY_04 4.603 6.9611 0.0112 0.998 0.86 0.33 DRUGS_MUSCLE 1.452 2.1982 0.0000 1.000 0.86 1.85 HELO_DYNAMIC_OOL 2.991 4.5221 0.0092 0.998 0.85 3.20 MSGID_DOLLARS 2.576 3.8946 0.0085 0.998 0.85 1.04 RCVD_IN_RSL 1.510 2.2834 0.0027 0.999 0.84 1.38 FORGED_MUA_AOL_FROM 1.138 1.7224 0.0000 1.000 0.84 0.73 MSGID_YAHOO_CAPS 1.109 1.6790 0.0000 1.000 0.84 3.37 HELO_DYNAMIC_COMCAST 2.311 3.4923 0.0088 0.997 0.84 0.75 UNRESOLVED_TEMPLATE 2.816 4.2564 0.0104 0.998 0.84 0.49 HTML_OBFUSCATE_10_20 1.228 1.8571 0.0015 0.999 0.84 0.56 HTML_NONELEMENT_80_90 1.011 1.5299 0.0000 1.000 0.83 2.33 HTML_OBFUSCATE_30_40 1.286 1.9452 0.0035 0.998 0.83 2.81 MSGID_SPAM_LETTERS 4.555 6.8852 0.0169 0.998 0.82 0.00 DRUGS_DEPRESSION 2.146 3.2422 0.0100 0.997 0.82 0.39 HTML_OBFUSCATE_20_30 3.156 4.7680 0.0150 0.997 0.82 1.94 PYZOR_CHECK 1.339 2.0242 0.0046 0.998 0.82 0.00 FORGED_AOL_HTML 0.909 1.3750 0.0000 1.000 0.82 0.77 DRUGS_DIET_OBFU 0.922 1.3948 0.0004 1.000 0.82 1.00 HTML_OBFUSCATE_50_60 1.099 1.6618 0.0035 0.998 0.81 2.30 INVALID_TZ_EST 0.850 1.2867 0.0004 1.000 0.81 0.79 HELO_DYNAMIC_SPLIT_IP 6.043 9.1332 0.0242 0.997 0.81 0.24 DRUGS_PAIN 0.983 1.4858 0.0027 0.998 0.81 1.60 RCVD_IN_SORBS_SOCKS 1.082 1.6361 0.0035 0.998 0.81 0.30 SUBJECT_DRUG_GAP_VIA 0.859 1.2992 0.0008 0.999 0.81 3.38 STRONG_BUY 0.821 1.2425 0.0004 1.000 0.81 3.38 RATWARE_RCVD_PF 0.849 1.2834 0.0015 0.999 0.80 3.15 MIME_BOUND_DIGITS_15 0.803 1.2149 0.0012 0.999 0.80 0.21 ONLINE_PHARMACY 0.718 1.0869 0.0000 1.000 0.80 1.63 HTML_OBFUSCATE_40_50 1.024 1.5467 0.0058 0.996 0.79 0.00 HTML_NONELEMENT_50_60 1.644 2.4820 0.0112 0.996 0.79 2.61 SUBJ_ILLEGAL_CHARS 9.067 13.7035 0.0354 0.997 0.78 1.49 DCC_CHECK 0.661 1.0008 0.0000 1.000 0.78 0.64 UNIVERSITY_DIPLOMAS 3.071 4.6368 0.0212 0.995 0.78 0.01 FORGED_OUTLOOK_HTML 35.602 53.8581 0.0454 0.999 0.78 1.72 MPART_ALT_DIFF 11.968 18.0927 0.0396 0.998 0.78 2.35 LONGWORDS 3.722 5.6210 0.0227 0.996 0.78 1.39 HTML_IMAGE_ONLY_12 2.174 3.2812 0.0173 0.995 0.78 0.00 FORGED_OUTLOOK_TAGS 0.616 0.9326 0.0000 1.000 0.78 2.06 HELO_DYNAMIC_YAHOOBB 0.791 1.1947 0.0042 0.996 0.78 1.14 HTML_ATTR_UNIQUE 0.804 1.2139 0.0050 0.996 0.77 1.20 OBFUSCATING_COMMENT 0.579 0.8763 0.0000 1.000 0.77 3.06 VIA_GAP_GRA 0.804 1.2137 0.0058 0.995 0.77 0.64 HTML_FONT_SIZE_LARGE 0.643 0.9719 0.0019 0.998 0.77 1.75 SUBJECT_DRUG_GAP_C 0.553 0.8368 0.0004 1.000 0.77 0.03 HTML_SHORT_CENTER 1.287 1.9413 0.0127 0.994 0.77 0.00 RCVD_IN_SORBS_WEB 0.676 1.0211 0.0035 0.997 0.76 0.43 HTML_NONELEMENT_70_80 0.547 0.8272 0.0004 1.000 0.76 0.70 HTML_BADTAG_50_60 0.585 0.8842 0.0019 0.998 0.76 1.04 HG_HORMONE 0.532 0.8052 0.0000 1.000 0.76 0.11 HTML_BADTAG_60_70 0.548 0.8285 0.0008 0.999 0.76 0.00 HTML_BADTAG_40_50 0.515 0.7794 0.0000 1.000 0.76 0.98 EMAIL_ROT13 0.529 0.8009 0.0004 1.000 0.76 2.25 PERCENT_RANDOM 0.552 0.8352 0.0015 0.998 0.76 1.72 STOCK_ALERT 0.512 0.7742 0.0000 1.000 0.76 0.71 INVALID_TZ_CST 2.080 3.1362 0.0219 0.993 0.75 0.09 URI_AFFILIATE 5.385 8.1309 0.0381 0.995 0.75 1.63 RCVD_IN_SORBS_SMTP 0.572 0.8641 0.0031 0.996 0.75 0.26 DRUG_DOSAGE 0.712 1.0742 0.0062 0.994 0.75 0.95 HTML_BADTAG_20_30 0.548 0.8287 0.0027 0.997 0.75 3.20 OBSCURED_EMAIL 1.667 2.5123 0.0200 0.992 0.74 1.21 SUSPICIOUS_RECIPS 0.726 1.0944 0.0081 0.993 0.74 0.12 STOCK_PICK 0.470 0.7098 0.0015 0.998 0.74 2.84 MSGID_SPAM_ALPHA_NUM 0.459 0.6946 0.0012 0.998 0.74 2.13 X_AUTH_WARN_FAKED 49.062 74.2173 0.0673 0.999 0.73 1.79 URIBL_OB_SURBL 0.892 1.3440 0.0127 0.991 0.73 1.97 FORGED_HOTMAIL_RCVD 2.446 3.6866 0.0285 0.992 0.73 1.03 HTML_FONT_LOW_CONTRAST 0.513 0.7748 0.0038 0.995 0.73 0.72 HTML_NONELEMENT_60_70 0.695 1.0474 0.0088 0.992 0.73 1.89 ALL_NATURAL 0.422 0.6385 0.0000 1.000 0.73 0.96 HTML_OBFUSCATE_60_70 1.439 2.1668 0.0215 0.990 0.72 0.30 HTML_OBFUSCATE_05_10 0.559 0.8428 0.0077 0.991 0.72 0.29 URI_OFFERS 0.460 0.6936 0.0042 0.994 0.71 0.48 SUBJECT_DIET 0.367 0.5554 0.0000 1.000 0.71 2.85 SUBJECT_DRUG_GAP_VIC 0.799 1.2010 0.0150 0.988 0.71 0.99 SUBJ_DOLLARS 0.417 0.6289 0.0035 0.995 0.70 0.26 FROM_ILLEGAL_CHARS 0.389 0.5870 0.0027 0.995 0.70 0.83 HTML_BADTAG_30_40 0.327 0.4949 0.0000 1.000 0.70 0.92 DEEP_DISC_MEDS 0.335 0.5064 0.0012 0.998 0.70 2.91 NIGERIAN_BODY1 0.683 1.0264 0.0138 0.987 0.70 0.04 MONEY_BACK 0.426 0.6425 0.0050 0.992 0.70 1.74 HTML_SHORT_COMMENT 0.370 0.5587 0.0031 0.995 0.69 0.83 SUBJECT_DRUG_GAP_P 0.489 0.7361 0.0085 0.989 0.69 0.77 HTML_TAG_BALANCE_HEAD 0.320 0.4837 0.0008 0.998 0.69 1.50 BANG_EXERCISE 0.312 0.4720 0.0004 0.999 0.69 1.36 FORGED_MUA_OIMO 0.308 0.4665 0.0000 1.000 0.69 0.76 RATWARE_EGROUPS 0.310 0.4693 0.0004 0.999 0.69 0.91 FORGED_AOL_TAGS 1.897 2.8530 0.0354 0.988 0.69 0.40 MIME_BASE64_TEXT 0.296 0.4477 0.0000 1.000 0.69 1.12 FORGED_MUA_THEBAT_BOUN 0.277 0.4185 0.0000 1.000 0.68 1.50 REVERSE_AGING 0.626 0.9387 0.0158 0.983 0.68 0.01 HTML_FONT_SIZE_NONE 0.409 0.6148 0.0073 0.988 0.68 0.46 IMPOTENCE 1.519 2.2820 0.0339 0.985 0.67 0.00 HTML_BACKHAIR_4 0.262 0.3968 0.0000 1.000 0.67 1.20 HTML_BADTAG_70_80 0.270 0.4090 0.0004 0.999 0.67 0.65 NIGERIAN_BODY2 0.315 0.4742 0.0035 0.993 0.67 0.12 FORGED_MUA_EUDORA 4.597 6.9263 0.0612 0.991 0.67 0.26 HTML_TITLE_UNTITLED 0.248 0.3747 0.0000 1.000 0.67 0.78 HTML_OBFUSCATE_70_80 0.246 0.3723 0.0000 1.000 0.67 0.86 FORGED_THEBAT_HTML 1.477 2.2168 0.0350 0.984 0.67 1.10 DNS_FROM_RFC_BOGUSMX 0.401 0.6022 0.0085 0.986 0.67 0.45 HTML_COMMENT_SHORT 1.038 0.0146 3.0316 0.005 0.66 -2.82 ALL_TRUSTED 0.233 0.3529 0.0000 1.000 0.66 2.59 FAKE_OUTBLAZE_RCVD 0.933 1.3981 0.0269 0.981 0.66 0.97 BODY_ENHANCEMENT2 10.328 15.5835 0.0916 0.994 0.66 0.01 DRUGS_ERECTILE 0.239 0.3612 0.0008 0.998 0.66 1.50 FORGED_IMS_HTML 0.223 0.3373 0.0000 1.000 0.66 2.65 KOREAN_UCE_SUBJECT 0.213 0.3217 0.0000 1.000 0.65 0.31 HELO_DYNAMIC_DIALIN 0.473 0.7083 0.0138 0.981 0.65 0.00 HTML_NONELEMENT_40_50 0.240 0.3628 0.0015 0.996 0.65 0.00 ENTITY_DEC_ALPHANUM 0.339 0.5086 0.0077 0.985 0.65 0.72 DRUG_ED_CAPS 0.261 0.3942 0.0027 0.993 0.65 0.48 FROM_NUM_AT_WEBMAIL 0.207 0.3136 0.0000 1.000 0.65 2.73 SUBJECT_DRUG_GAP_L 0.756 1.1309 0.0250 0.978 0.65 0.00 BANG_GUAR 0.205 0.3099 0.0000 1.000 0.65 1.79 HELO_DYNAMIC_ADELPHIA 4.175 6.2844 0.0673 0.989 0.65 1.39 RCVD_ILLEGAL_IP 0.323 0.4853 0.0077 0.984 0.65 0.94 SORTED_RECIPS 0.201 0.3044 0.0000 1.000 0.65 2.53 HDR_ORDER_TRIMRS 0.404 0.6052 0.0119 0.981 0.65 0.00 SATIS_GUAR 0.207 0.3132 0.0008 0.998 0.64 0.48 BANG_OPRAH 0.198 0.2990 0.0004 0.999 0.64 0.79 RATWARE_NETIP 1.632 2.4483 0.0435 0.983 0.64 2.39 DATE_IN_FUTURE_12_24 0.510 0.7630 0.0177 0.977 0.64 0.63 HTML_SHORT_LENGTH 0.183 0.2773 0.0000 1.000 0.64 1.40 NIGERIAN_BODY3 0.311 0.4665 0.0077 0.984 0.64 1.44 FORGED_MUA_IMS 0.467 0.6976 0.0169 0.976 0.63 0.53 BODY_ENHANCEMENT 0.290 0.4361 0.0069 0.984 0.63 1.43 SAVE_THOUSANDS 0.179 0.2706 0.0004 0.999 0.63 0.56 DRUG_ED_SILD 27.180 41.0649 0.1369 0.997 0.63 0.49 BIZ_TLD 0.179 0.2700 0.0004 0.999 0.63 0.56 FAKE_HELO_MSN 0.745 1.1137 0.0281 0.975 0.63 2.02 WHY_WAIT 0.278 0.4167 0.0069 0.984 0.63 0.33 GUARANTEED_STUFF 1.215 1.8172 0.0415 0.978 0.63 0.74 HTML_FONT_SIZE_TINY 0.190 0.2870 0.0019 0.993 0.63 0.33 HTML_MISSING_CTYPE 0.246 0.3697 0.0058 0.985 0.63 2.42 HAIR_LOSS 0.273 0.4098 0.0073 0.982 0.63 0.40 HTML_LINK_PUSH_HERE 0.162 0.2459 0.0000 1.000 0.63 1.62 FORGED_IMS_TAGS 1.176 1.7592 0.0415 0.977 0.63 0.70 SUBJ_HAS_SPACES 0.346 0.5169 0.0127 0.976 0.63 0.46 AS_SEEN_ON 4.276 6.4270 0.0877 0.987 0.62 0.20 HTML_MIME_NO_HTML_TAG 0.317 0.4740 0.0108 0.978 0.62 2.04 FROM_ALL_NUMS 0.358 0.5348 0.0138 0.975 0.62 0.28 SUBJ_BUY 0.160 0.2421 0.0008 0.997 0.62 1.79 MORE_SEX 0.715 1.0657 0.0308 0.972 0.62 0.00 MAILTO_SUBJ_REMOVE 0.174 0.2615 0.0023 0.991 0.61 0.00 HELO_DYNAMIC_CHELLO_NL 0.724 1.0788 0.0319 0.971 0.61 0.00 HTML_LINK_CLICK_CAPS 0.141 0.2133 0.0000 1.000 0.61 2.54 SUBJECT_SEXUAL 0.154 0.2317 0.0015 0.993 0.61 0.80 X_ORIG_IP_NOT_IPV4 0.135 0.2048 0.0000 1.000 0.61 2.33 RATWARE_OE_MALFORMED 1.642 2.4566 0.0565 0.977 0.61 0.49 HTML_FONT_TINY 0.129 0.1959 0.0000 1.000 0.60 1.07 HTML_BADTAG_80_90 0.215 0.3209 0.0073 0.978 0.60 0.00 MIME_BASE64_ILLEGAL 0.126 0.1910 0.0000 1.000 0.60 0.60 HELO_DYNAMIC_ROGERS 0.342 0.5098 0.0162 0.969 0.60 0.01 CLICK_TO_REMOVE_1 0.145 0.2188 0.0019 0.991 0.60 1.79 TERRA_ES 0.130 0.1967 0.0008 0.996 0.60 1.16 DRUG_ED_GENERIC 0.212 0.3168 0.0073 0.977 0.60 0.23 ROUND_THE_WORLD_LOCAL 5.643 8.4759 0.1254 0.985 0.60 0.81 RCVD_IN_SBL 16.624 25.0800 0.1554 0.994 0.60 1.78 RCVD_IN_BL_SPAMCOP_NET 3.107 4.6564 0.0904 0.981 0.60 2.08 FORGED_YAHOO_RCVD 0.145 0.2182 0.0027 0.988 0.59 1.55 X_LIBRARY 0.118 0.1785 0.0000 1.000 0.59 1.20 NIGERIAN_BODY4 0.770 1.1451 0.0408 0.966 0.59 0.14 MIME_HTML_MOSTLY 0.437 0.6498 0.0235 0.965 0.59 0.67 FRONTPAGE 10.550 15.8901 0.1496 0.991 0.59 1.23 RCVD_IN_RFC_IPWHOIS 0.117 0.1770 0.0004 0.998 0.59 1.26 DRUGS_SMEAR1 0.770 1.1439 0.0412 0.965 0.59 0.05 RCVD_FAKE_HELO_DOTCOM 0.163 0.2435 0.0050 0.980 0.59 1.45 HTML_TAG_EXIST_MARQUEE 0.120 0.1813 0.0012 0.994 0.59 1.06 HTML_FONT_SIZE_HUGE 1.168 1.7400 0.0531 0.970 0.59 0.32 BAD_CREDIT 0.144 0.2165 0.0035 0.984 0.59 0.95 MILLION_USD 0.111 0.1673 0.0000 1.000 0.59 2.45 NOT_ADVISOR 0.184 0.2743 0.0073 0.974 0.59 1.96 DATE_IN_FUTURE_24_48 1.270 1.8929 0.0573 0.971 0.59 0.01 HTML_TABLE_THICK_BORD 2.366 3.5346 0.0892 0.975 0.59 0.79 INVALID_TZ_GMT 0.433 0.6437 0.0238 0.964 0.59 0.00 HTML_COMMENT_SHOUTING 0.162 0.2417 0.0058 0.977 0.58 0.40 DIET_2 0.214 0.3186 0.0104 0.968 0.58 0.75 MARKETING_PARTNERS 0.123 0.1847 0.0027 0.986 0.58 0.37 ENGLISH_UCE_SUBJECT 0.104 0.1580 0.0000 1.000 0.58 1.63 HELO_DYNAMIC_RR2 0.845 1.2553 0.0458 0.965 0.58 0.00 HTML_BADTAG_10_20 1.384 2.0598 0.0669 0.969 0.58 0.48 MIME_HEADER_CTYPE_ONLY 0.105 0.1582 0.0008 0.995 0.58 1.76 WE_HONOR_ALL 0.122 0.1829 0.0035 0.981 0.57 2.28 FORGED_MUA_MOZILLA 0.131 0.1961 0.0046 0.977 0.57 1.07 RATWARE_HASH_2_V2 0.097 0.1471 0.0000 1.000 0.57 1.24 RATWARE_MOZ_MALFORMED 0.118 0.1774 0.0031 0.983 0.57 2.23 NA_DOLLARS 0.943 1.3997 0.0531 0.963 0.57 0.90 RCVD_IN_NJABL_SPAM 0.124 0.1859 0.0046 0.976 0.57 2.22 DATE_IN_FUTURE_48_96 0.095 0.1440 0.0000 1.000 0.57 2.35 MIME_BOUND_RKFINDY 1.465 2.1805 0.0715 0.968 0.57 0.50 DNS_FROM_RFC_WHOIS 0.095 0.1434 0.0000 1.000 0.57 0.85 HELO_DYNAMIC_VTR 0.098 0.1471 0.0012 0.992 0.56 0.75 RATWARE_GECKO_BUILD 0.154 0.2285 0.0077 0.967 0.56 0.42 GUARANTEED_100_PERCENT 0.102 0.1539 0.0023 0.985 0.56 1.00 NO_FORMS 0.133 0.1977 0.0065 0.968 0.56 0.45 CONSOLIDATE_DEBT 0.439 0.6492 0.0300 0.956 0.56 2.02 HEAD_ILLEGAL_CHARS 0.116 0.1726 0.0046 0.974 0.56 0.00 RATWARE_HASH_2 0.095 0.1436 0.0012 0.992 0.56 2.32 MSGID_OUTLOOK_INVALID 0.098 0.1469 0.0019 0.987 0.56 0.00 NO_CREDIT_CHECK 0.087 0.1321 0.0000 1.000 0.56 1.82 CONFIRMED_FORGED 0.104 0.1554 0.0035 0.978 0.56 1.03 FROM_OFFERS 0.704 1.0416 0.0462 0.958 0.56 0.07 HTML_NONELEMENT_20_30 0.089 0.1349 0.0008 0.994 0.56 0.53 HTML_CONVERTED 0.091 0.1379 0.0012 0.992 0.55 0.32 HTML_ATTR_BAD 0.084 0.1262 0.0004 0.997 0.55 2.00 DRUG_ED_ONLINE 0.347 0.5119 0.0262 0.951 0.55 0.00 HTML_SHOUTING4 0.077 0.1163 0.0000 1.000 0.55 0.97 HELO_DYNAMIC_HEXIP 0.453 0.6684 0.0342 0.951 0.55 0.00 LOW_PRICE 0.198 0.2925 0.0142 0.954 0.55 1.85 SOME_BREAKTHROUGH 2.945 4.3884 0.1335 0.970 0.55 1.41 MISSING_SUBJECT 0.077 0.1167 0.0008 0.993 0.55 2.35 RATWARE_STORM_URI 0.080 0.1201 0.0012 0.990 0.55 0.95 YAHOO_DRS_REDIR 0.076 0.1153 0.0008 0.993 0.54 2.35 MIME_BOUND_MANY_HEX 0.423 0.6239 0.0319 0.951 0.54 1.47 GAPPY_SUBJECT 0.347 0.5111 0.0273 0.949 0.54 0.15 HTML_COMMENT_SAVED_URL 7.474 11.2134 0.1916 0.983 0.54 0.00 HTML_IMAGE_RATIO_02 0.438 0.6456 0.0350 0.949 0.54 0.49 HTML_00_10 0.280 0.4118 0.0219 0.949 0.54 1.29 PORN_URL_SEX 0.193 0.2842 0.0154 0.949 0.54 2.21 TO_MALFORMED 0.071 0.1069 0.0000 1.000 0.54 0.74 SUBJ_2_NUM_PARENS 0.109 0.1612 0.0065 0.961 0.54 0.00 ONE_TIME_MAILING 0.068 0.1023 0.0000 1.000 0.54 0.55 MULTI_FORGED 0.739 1.0877 0.0589 0.949 0.53 0.86 MIME_BASE64_BLANKS 0.666 0.9810 0.0519 0.950 0.53 0.14 MIME_MISSING_BOUNDARY 0.115 0.1691 0.0085 0.952 0.53 0.87 MORTGAGE_BEST 0.066 0.0991 0.0000 1.000 0.53 2.08 FAKE_HELO_MAIL_COM_DOM 0.162 0.2390 0.0135 0.947 0.53 0.22 IP_LINK_PLUS 1.669 2.4716 0.1054 0.959 0.53 1.27 HTML_IMAGE_ONLY_16 1.532 2.2705 0.0942 0.960 0.53 0.83 FORGED_HOTMAIL_RCVD2 0.667 0.9812 0.0539 0.948 0.53 0.01 X_MSMAIL_PRIORITY_HIGH 0.061 0.0926 0.0000 1.000 0.53 1.12 DIET_3 0.061 0.0926 0.0000 1.000 0.53 0.74 CONFIDENTIAL_ORDER 1.732 2.5636 0.1123 0.958 0.53 0.49 HTML_TAG_BALANCE_BODY 0.059 0.0897 0.0000 1.000 0.53 1.67 EXCUSE_23 0.102 0.1509 0.0077 0.951 0.52 0.45 EXCUSE_6 0.059 0.0893 0.0000 1.000 0.52 2.06 WRINKLES 0.233 0.3421 0.0219 0.940 0.52 1.25 TRACKER_ID 0.057 0.0859 0.0000 1.000 0.52 2.10 HTML_FORMACTION_MAILTO 0.053 0.0802 0.0000 1.000 0.52 1.92 CHINA_HEADER 0.513 0.7527 0.0469 0.941 0.52 0.26 USERPASS 0.050 0.0754 0.0000 1.000 0.51 2.02 FAKE_HELO_EXCITE 2.398 3.5537 0.1458 0.961 0.51 0.01 RCVD_DOUBLE_IP_LOOSE 0.049 0.0745 0.0000 1.000 0.51 0.69 HELO_DYNAMIC_HOME_NL 0.699 1.0243 0.0669 0.939 0.51 0.38 EXCUSE_10 0.076 0.1126 0.0050 0.957 0.51 0.00 HTML_SHOUTING5 1.953 2.8842 0.1389 0.954 0.51 0.41 DIET_1 0.057 0.0849 0.0015 0.982 0.51 2.04 SUBJ_LIFE_INSURANCE 0.046 0.0693 0.0000 1.000 0.51 0.95 HDR_ORDER_MTSRIX 0.124 0.1813 0.0135 0.931 0.51 0.12 HTML_EMBEDS 0.048 0.0727 0.0004 0.995 0.51 2.06 FORWARD_LOOKING 0.091 0.1343 0.0077 0.946 0.51 0.68 PORN_URL_MISC 0.149 0.2175 0.0165 0.929 0.50 0.77 UPPERCASE_75_100 0.060 0.0897 0.0031 0.967 0.50 0.00 BAYES_95 1.938 2.8591 0.1443 0.952 0.50 0.00 HTML_SHOUTING3 0.047 0.0008 0.1358 0.006 0.50 -4.30 RCVD_IN_BSP_TRUSTED 0.073 0.1067 0.0062 0.945 0.50 1.98 SUBJ_YOUR_DEBT 1.796 2.6448 0.1439 0.948 0.50 0.00 HTML_BACKHAIR_2 0.055 0.0824 0.0031 0.964 0.50 1.72 FAKE_HELO_MAIL_COM 0.239 0.3484 0.0273 0.927 0.50 0.00 MORTGAGE_PITCH 0.084 0.1232 0.0088 0.933 0.49 0.53 MORTGAGE_RATES 4.462 6.6488 0.2035 0.970 0.49 0.11 HTML_FONT_INVISIBLE 0.999 1.4621 0.0958 0.939 0.49 0.01 DATE_IN_FUTURE_03_06 0.040 0.0596 0.0004 0.994 0.49 0.96 FORGED_QUALCOMM_TAGS 0.099 0.1442 0.0112 0.928 0.49 1.30 WEIRD_QUOTING 0.309 0.4491 0.0354 0.927 0.49 0.00 HTML_NONELEMENT_30_40 0.159 0.2299 0.0200 0.920 0.49 1.25 SUB_HELLO 0.043 0.0636 0.0015 0.976 0.49 0.92 PORN_URL_SLUT 4.546 6.7646 0.2243 0.968 0.49 0.00 DNS_FROM_RFC_DSN 0.044 0.0656 0.0023 0.966 0.49 1.75 AMAZING_STUFF 0.059 0.0861 0.0050 0.945 0.49 0.00 BAYES_90 0.040 0.0008 0.1166 0.007 0.49 0.00 BAYES_10 0.039 0.0581 0.0012 0.981 0.49 0.27 FREE_PREVIEW 0.036 0.0547 0.0000 1.000 0.48 0.00 WHY_PAY_MORE 0.605 0.8785 0.0715 0.925 0.48 0.15 HTTP_ESCAPED_HOST 0.035 0.0000 0.1031 0.000 0.48 0.00 BAYES_05 0.339 0.4922 0.0415 0.922 0.48 1.20 FROM_NO_LOWER 0.069 0.1001 0.0073 0.932 0.48 1.55 DATE_IN_FUTURE_96_XX 0.038 0.0575 0.0012 0.980 0.48 1.64 ROUND_THE_WORLD 0.041 0.0604 0.0023 0.963 0.48 0.00 HIDE_WIN_STATUS 0.034 0.0521 0.0000 1.000 0.48 0.04 HTTP_77 0.043 0.0642 0.0031 0.954 0.48 0.54 OFFSHORE_SCAM 0.492 0.7132 0.0615 0.921 0.48 1.33 BLANK_LINES_70_80 0.038 0.0571 0.0015 0.974 0.48 1.97 URI_4YOU 0.034 0.0506 0.0004 0.992 0.48 1.27 SUBJ_GUARANTEED 5.834 8.6740 0.3016 0.966 0.48 0.52 INFO_TLD 0.038 0.0569 0.0019 0.967 0.48 0.51 FORGED_EUDORAMAIL_RCVD 0.211 0.3051 0.0285 0.915 0.48 1.61 ADDRESS_IN_SUBJECT 0.037 0.0559 0.0015 0.973 0.48 1.26 RATWARE_RCVD_LC_ESMTP 0.182 0.2625 0.0254 0.912 0.47 1.19 FROM_HAS_MIXED_NUMS3 0.048 0.0697 0.0050 0.933 0.47 1.39 BILLION_DOLLARS 0.046 0.0677 0.0046 0.936 0.47 1.63 DISGUISE_PORN 0.032 0.0482 0.0000 1.000 0.47 0.58 HABEAS_INFRINGER 0.111 0.1596 0.0173 0.902 0.47 1.97 FORGED_JUNO_RCVD 0.033 0.0498 0.0012 0.977 0.47 0.00 SUBJ_YOUR_FAMILY 0.094 0.1355 0.0142 0.905 0.47 0.73 CREDIT_CARD 0.125 0.1787 0.0208 0.896 0.47 1.54 SOMETHING_FOR_ADULTS 30.949 46.6314 0.4062 0.991 0.47 0.07 RCVD_IN_SORBS_DUL 0.901 1.3027 0.1181 0.917 0.47 0.00 MAILTO_TO_REMOVE 0.034 0.0504 0.0023 0.956 0.46 0.43 NASTY_GIRLS 0.303 0.4375 0.0423 0.912 0.46 0.00 BANG_MORE 0.031 0.0466 0.0012 0.976 0.46 0.60 REFINANCE_YOUR_HOME 0.038 0.0559 0.0038 0.936 0.46 0.01 REFINANCE_NOW 31.321 47.1822 0.4304 0.991 0.46 1.58 RCVD_IN_NJABL_DUL 0.030 0.0452 0.0012 0.975 0.46 1.95 PORN_15 12.852 19.2500 0.3924 0.980 0.46 0.00 RCVD_IN_SORBS_HTTP 0.026 0.0389 0.0000 1.000 0.46 0.97 RCVD_AM_PM 0.026 0.0391 0.0004 0.990 0.46 1.86 HELO_DYNAMIC_VELOX 1.743 2.5441 0.1819 0.933 0.46 0.21 HTML_IMAGE_RATIO_04 0.025 0.0371 0.0000 1.000 0.45 1.93 BANG_QUOTE 0.043 0.0616 0.0065 0.904 0.45 0.48 ACT_NOW_CAPS 0.130 0.1849 0.0238 0.886 0.45 0.13 URG_BIZ 1.725 2.5156 0.1858 0.931 0.45 0.70 HTML_IMAGE_ONLY_20 0.024 0.0365 0.0004 0.990 0.45 0.50 COMPETE 0.040 0.0032 0.1123 0.027 0.45 0.00 BAYES_25 52.026 78.4982 0.4666 0.994 0.45 0.65 URIBL_WS_SURBL 0.028 0.0417 0.0019 0.956 0.45 0.03 FIN_FREE 0.023 0.0342 0.0000 1.000 0.45 0.29 WITH_LC_SMTP 0.034 0.0496 0.0042 0.921 0.45 0.57 FROM_NO_USER 0.030 0.0444 0.0027 0.943 0.45 0.00 MEET_SINGLES 0.030 0.0444 0.0027 0.943 0.45 1.52 CUM_SHOT 0.022 0.0338 0.0000 1.000 0.45 0.37 HTML_OBFUSCATE_90_100 0.022 0.0328 0.0000 1.000 0.44 1.80 MSGID_FROM_MTA_HOTMAIL 13.755 20.5958 0.4304 0.980 0.44 0.12 RCVD_IN_SORBS_MISC 0.021 0.0322 0.0000 1.000 0.44 0.85 HTML_OBFUSCATE_80_90 0.025 0.0367 0.0019 0.950 0.44 1.35 NUMERIC_HTTP_ADDR 15.282 22.8950 0.4547 0.981 0.44 1.47 DNS_FROM_RFC_POST 0.103 0.1448 0.0212 0.872 0.44 0.69 ADDR_FREE 1.225 1.7702 0.1623 0.916 0.44 0.75 HTML_IMAGE_ONLY_24 0.021 0.0312 0.0000 1.000 0.44 1.38 MSGID_SPAM_ZEROES 4.763 7.0296 0.3481 0.953 0.44 0.04 EXCUSE_3 0.106 0.1485 0.0223 0.869 0.44 1.13 RCVD_IN_NJABL_RELAY 42.603 64.2219 0.4974 0.992 0.44 0.77 URIBL_SBL 0.019 0.0292 0.0000 1.000 0.44 0.69 FORGED_TELESP_RCVD 0.042 0.0593 0.0088 0.870 0.43 1.22 SUBJ_FOR_ONLY 0.020 0.0298 0.0004 0.987 0.43 1.21 BARGAIN_URL 0.022 0.0324 0.0012 0.966 0.43 1.41 EXCUSE_24 0.064 0.0901 0.0138 0.867 0.43 0.01 HTML_TAG_EXIST_PARAM 0.019 0.0288 0.0000 1.000 0.43 0.26 FAKED_UNDISC_RECIPS 0.028 0.0405 0.0038 0.913 0.43 1.22 FREE_QUOTE_INSTANT 0.022 0.0322 0.0012 0.965 0.43 0.80 JS_FROMCHARCODE 0.121 0.1702 0.0262 0.867 0.43 0.00 REPLY_TO_ULINE_NUMS 0.187 0.2649 0.0365 0.879 0.43 0.18 SEE_FOR_YOURSELF 0.022 0.0324 0.0015 0.955 0.43 1.78 BLANK_LINES_90_100 0.385 0.5481 0.0677 0.890 0.43 1.49 INVALID_MSGID 0.020 0.0296 0.0008 0.975 0.43 0.46 HTML_SHOUTING7 0.025 0.0357 0.0031 0.921 0.43 1.68 SELECTED_YOU 0.031 0.0438 0.0046 0.905 0.43 0.39 JOIN_MILLIONS 0.046 0.0636 0.0104 0.860 0.43 0.89 THE_BEST_RATE 0.018 0.0273 0.0004 0.986 0.43 1.70 BUY_DIRECT 0.081 0.1134 0.0177 0.865 0.43 0.00 MSGID_NO_HOST 0.045 0.0632 0.0104 0.859 0.43 0.00 URI_LONG_HOSTNAME 0.082 0.1142 0.0185 0.861 0.43 0.00 BLANK_LINES_80_90 0.086 0.1195 0.0196 0.859 0.43 0.00 EXCUSE_REMOVE 18.035 27.0444 0.4885 0.982 0.43 1.19 RCVD_IN_NJABL_PROXY 0.016 0.0247 0.0000 1.000 0.43 0.53 MSGID_SPAM_99X9XX99 0.116 0.1623 0.0262 0.861 0.43 1.11 ITS_LEGAL 0.034 0.0484 0.0069 0.875 0.43 0.46 DOMAIN_4U2 12.762 19.0760 0.4654 0.976 0.43 1.76 MSGID_FROM_MTA_ID 0.016 0.0241 0.0000 1.000 0.43 1.70 SENT_IN_COMPLIANCE 0.018 0.0267 0.0008 0.972 0.43 1.81 BE_BOSS 0.779 1.1084 0.1385 0.889 0.43 0.64 HOT_NASTY 2.987 4.3583 0.3174 0.932 0.42 0.31 HTML_10_20 0.022 0.0316 0.0023 0.932 0.42 1.63 UNCLAIMED_MONEY 0.024 0.0340 0.0035 0.908 0.42 1.68 SEDUCTION 0.986 1.4120 0.1577 0.900 0.42 0.00 HTML_TAG_BALANCE_HTML 0.015 0.0221 0.0000 1.000 0.42 1.07 PREST_NON_ACCREDITED 0.015 0.0231 0.0004 0.984 0.42 0.66 HARDCORE_PORN 1.016 1.4536 0.1623 0.900 0.42 0.00 HTML_NONELEMENT_10_20 0.014 0.0219 0.0000 1.000 0.42 0.72 RCVD_BONUS_SPC_DATE 0.029 0.0405 0.0058 0.875 0.42 1.70 NIGERIAN_SUBJECT2 1.155 1.6553 0.1804 0.902 0.42 0.10 MIME_BOUND_NEXTPART 0.016 0.0237 0.0008 0.969 0.42 0.83 FROM_NONSENDING_DOMAIN 1.226 1.7596 0.1866 0.904 0.42 0.12 NORMAL_HTTP_TO_IP 0.014 0.0211 0.0000 1.000 0.42 1.50 REMOVE_POSTAL 0.023 0.0330 0.0038 0.896 0.42 0.33 URI_IS_POUND 0.014 0.0209 0.0000 1.000 0.42 1.79 RESISTANCE_IS_FUTILE 0.071 0.0984 0.0173 0.850 0.42 0.00 HTML_WIN_OPEN 0.025 0.0350 0.0046 0.883 0.42 1.69 EXCUSE_4 2.859 4.1579 0.3300 0.926 0.42 1.19 PRIORITY_NO_NAME 0.013 0.0201 0.0000 1.000 0.42 0.16 FAKE_HELO_EUDORAMAIL 0.245 0.3464 0.0481 0.878 0.42 0.01 SUB_FREE_OFFER 0.033 0.0462 0.0077 0.857 0.41 1.55 GET_PAID 0.023 0.0328 0.0042 0.886 0.41 0.47 LIVE_PORN 0.025 0.0356 0.0054 0.868 0.41 0.25 WHILE_YOU_SLEEP 0.013 0.0194 0.0000 1.000 0.41 0.37 MICRO_CAP_WARNING 0.688 0.9719 0.1346 0.878 0.41 1.18 SUBJ_HAS_UNIQ_ID 0.036 0.0500 0.0096 0.839 0.41 0.01 FREE_PORN 0.013 0.0196 0.0004 0.981 0.41 0.43 MAIL_IN_ORDER_FORM 0.012 0.0186 0.0000 1.000 0.41 0.16 YAHOO_RD_REDIR 5.064 7.4590 0.4001 0.949 0.41 0.01 HTML_TEXT_AFTER_HTML 13.236 19.7675 0.5147 0.975 0.41 0.02 FORGED_RCVD_NET_HELO 0.035 0.0478 0.0092 0.838 0.41 0.24 HTML_SHOUTING9 6.475 9.5648 0.4578 0.954 0.41 0.60 HTML_20_30 0.016 0.0231 0.0023 0.909 0.41 1.08 HIDDEN_CHARGES 0.012 0.0178 0.0000 1.000 0.41 0.54 YOU_CAN_SEARCH 2.007 2.8848 0.2970 0.907 0.41 0.01 MIME_BASE64_NO_NAME 0.419 0.5876 0.0896 0.868 0.41 0.03 NO_RDNS_DOTCOM_HELO 0.018 0.0253 0.0035 0.880 0.41 0.00 ONE_TIME 1.846 2.6566 0.2662 0.909 0.41 0.50 REMOVE_PAGE 0.012 0.0176 0.0000 1.000 0.41 0.59 DRUG_ED_COMBO 0.023 0.0318 0.0050 0.864 0.41 0.20 FREE_SAMPLE 0.013 0.0186 0.0008 0.960 0.41 0.55 AMATEUR_PORN 0.011 0.0170 0.0000 1.000 0.40 0.58 HELO_DYNAMIC_NTL 0.038 0.0515 0.0112 0.822 0.40 1.01 EXTRA_CASH 0.016 0.0223 0.0027 0.892 0.40 0.16 TO_NO_USER 1.712 2.4605 0.2550 0.906 0.40 0.00 HTML_IMAGE_RATIO_06 0.016 0.0221 0.0027 0.891 0.40 0.92 BEEN_TURNED_DOWN 0.011 0.0166 0.0000 1.000 0.40 1.42 NO_MEDICAL 0.054 0.0737 0.0169 0.813 0.40 0.00 LOW_INTEREST 0.203 0.2824 0.0473 0.857 0.40 0.67 DEAR_SOMETHING 0.010 0.0158 0.0000 1.000 0.40 0.07 RATWARE_HASH_DASH 0.010 0.0154 0.0000 1.000 0.40 0.18 HELO_DYNAMIC_CHELLO_NO 0.011 0.0166 0.0008 0.956 0.40 0.69 URIBL_PH_SURBL 0.012 0.0180 0.0015 0.921 0.40 0.37 BANKRUPTCY 0.079 0.1076 0.0235 0.821 0.40 0.90 RECEIVE_OFFER 0.035 0.0472 0.0108 0.814 0.40 0.00 LOW_PAYMENT 0.034 0.0456 0.0104 0.815 0.40 1.62 SUBJ_AS_SEEN 0.010 0.0146 0.0000 1.000 0.39 1.61 HTTP_CTRL_CHARS_HOST 0.018 0.0251 0.0050 0.834 0.39 1.58 FAKE_HELO_LYCOS 0.044 0.0587 0.0154 0.792 0.39 0.00 BAYES_75 0.013 0.0190 0.0027 0.876 0.39 1.69 BILL_1618 0.010 0.0144 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM 0.012 0.0176 0.0019 0.901 0.39 0.24 FORGED_MUA_THEBAT_CS 0.009 0.0138 0.0000 1.000 0.39 0.00 NIGERIAN_BODY_GOVT_3 0.295 0.4098 0.0700 0.854 0.39 0.04 REMOVE_FROM_LIST 0.614 0.8566 0.1427 0.857 0.39 0.00 ORDER_NOW 0.329 0.4564 0.0804 0.850 0.39 0.78 HTTP_EXCESSIVE_ESCAPES 1.762 2.5154 0.2935 0.896 0.39 0.04 HTML_WEB_BUGS 0.033 0.0444 0.0108 0.805 0.39 0.00 INVALID_DATE_TZ_ABSURD 0.022 0.0298 0.0069 0.812 0.39 1.61 HEADER_COUNT_CTYPE 0.009 0.0132 0.0000 1.000 0.39 0.00 RATWARE_JPFREE 0.190 0.2629 0.0477 0.846 0.39 1.00 SPF_HELO_SOFTFAIL 15.966 23.7792 0.7501 0.969 0.39 1.65 RCVD_NUMERIC_HELO 0.010 0.0148 0.0012 0.928 0.39 0.72 PORN_16 1.031 1.4538 0.2081 0.875 0.39 0.02 X_PRIORITY_HIGH 0.008 0.0124 0.0000 1.000 0.39 0.00 HELO_DYNAMIC_TELIA 0.463 0.6429 0.1119 0.852 0.39 0.03 HTML_FONT_FACE_BAD 0.659 0.9208 0.1477 0.862 0.39 0.00 MIME_QP_EXCESSIVE 0.008 0.0000 0.0238 0.000 0.39 -0.10 RCVD_IN_BSP_OTHER 0.009 0.0134 0.0008 0.946 0.39 0.00 PAY_SITE 0.074 0.0995 0.0238 0.807 0.39 0.00 ENTITY_DEC_SPACE 0.075 0.1005 0.0242 0.806 0.38 0.21 RICH 0.007 0.0113 0.0000 1.000 0.38 0.00 NONEXISTENT_CHARSET 1.354 1.9166 0.2589 0.881 0.38 0.00 SAVE_MONEY 0.040 0.0525 0.0154 0.773 0.38 0.00 LINK_TO_NO_SCHEME 0.019 0.0253 0.0069 0.785 0.38 0.85 CELL_PHONE_IMPROVE 0.007 0.0111 0.0000 1.000 0.38 0.00 CABLE_CONVERTER 0.055 0.0733 0.0208 0.779 0.38 0.58 BEST_PORN 0.017 0.0231 0.0062 0.790 0.38 0.44 SUBJ_2_CREDIT 0.008 0.0122 0.0008 0.941 0.38 0.00 NO_CATCH 1.166 1.6448 0.2343 0.875 0.38 0.01 HTML_IMAGE_RATIO_08 0.098 0.1321 0.0312 0.809 0.38 0.01 MIME_BASE64_LATIN 0.007 0.0099 0.0000 1.000 0.38 0.00 JAPANESE_UCE_SUBJECT 0.008 0.0119 0.0008 0.939 0.38 0.00 LONG_DISTANCE 7.447 10.9738 0.5778 0.950 0.38 0.41 HTML_90_100 0.012 0.0164 0.0035 0.826 0.38 1.54 PORN_CELEBRITY 0.306 0.4191 0.0866 0.829 0.38 0.00 ENTITY_DEC_OTHER 5.832 8.5575 0.5228 0.942 0.38 0.00 MISSING_MIMEOLE 0.720 1.0057 0.1650 0.859 0.38 0.01 CLICK_BELOW_CAPS 0.006 0.0095 0.0000 1.000 0.38 0.00 INVALUABLE_MARKETING 0.006 0.0095 0.0000 1.000 0.38 0.00 JODY 0.006 0.0095 0.0000 1.000 0.38 0.00 FORGED_AOL_RCVD 0.008 0.0119 0.0012 0.911 0.38 0.00 EARNINGS 0.009 0.0132 0.0019 0.873 0.38 0.24 FAKE_HELO_YAHOO_CA 0.006 0.0093 0.0000 1.000 0.38 0.00 FORGED_GW05_RCVD 0.006 0.0093 0.0000 1.000 0.38 0.00 COPY_ACCURATELY 0.007 0.0097 0.0004 0.962 0.38 0.00 OUR_AFFILIATE_PARTNERS 0.006 0.0091 0.0000 1.000 0.37 0.00 ORDER_REPORT 0.030 0.0387 0.0123 0.759 0.37 0.00 ALL_CAPS_GUAR 0.010 0.0138 0.0027 0.837 0.37 0.00 MULTI_REMOVAL_1WORD 0.006 0.0089 0.0000 1.000 0.37 0.00 TO_RECIP_MARKER 2.099 2.9918 0.3600 0.893 0.37 0.03 MSGID_FROM_MTA_HEADER 0.006 0.0085 0.0000 1.000 0.37 0.00 FORGED_MX_HOTMAIL 0.013 0.0178 0.0050 0.780 0.37 1.16 FREE_MEMBERSHIP 0.006 0.0085 0.0000 1.000 0.37 0.00 FORGED_MUA_APPLEMAIL 0.007 0.0097 0.0008 0.926 0.37 0.00 NONSECURED_CREDIT 0.340 0.4681 0.0900 0.839 0.37 0.06 EXTRA_MPART_TYPE 1.784 2.5217 0.3470 0.879 0.37 0.04 HTML_TITLE_EMPTY 0.005 0.0083 0.0000 1.000 0.37 0.00 USERNAME_IN_SUBJECT 4.917 7.1997 0.4712 0.939 0.37 0.04 HTML_TEXT_AFTER_BODY 0.006 0.0089 0.0004 0.959 0.37 0.00 FREE_GRANT 0.005 0.0079 0.0000 1.000 0.37 0.00 PORN_URL_PANT 0.005 0.0079 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA 0.005 0.0077 0.0000 1.000 0.37 0.00 MDAEMON_2_7_4 0.114 0.1517 0.0404 0.790 0.37 1.53 FROM_STARTS_WITH_NUMS 14.439 21.3742 0.9317 0.958 0.37 0.04 RCVD_BY_IP 0.012 0.0160 0.0046 0.776 0.37 0.01 BARELY_LEGAL 5.507 8.0521 0.5493 0.936 0.37 0.03 DNS_FROM_AHBL_RHSBL 0.004 0.0067 0.0000 1.000 0.37 0.00 FORGED_JUNO_FROM 0.012 0.0162 0.0050 0.764 0.37 1.53 EARN_PER_WEEK 0.006 0.0089 0.0012 0.885 0.37 0.00 SERIOUS_ONLY 0.301 0.4092 0.0889 0.822 0.37 0.00 SAVE_UP_TO 56.112 83.9790 1.8368 0.979 0.37 1.59 RAZOR2_CF_RANGE_51_100 0.004 0.0063 0.0000 1.000 0.36 0.00 NO_GIMMICK 0.014 0.0182 0.0065 0.735 0.36 0.83 ACCEPT_CREDIT_CARDS 0.007 0.0101 0.0023 0.814 0.36 0.00 BILL_SECTION 0.005 0.0067 0.0004 0.946 0.36 0.00 CANNOT_BE_SPAM 0.006 0.0083 0.0012 0.878 0.36 0.00 NIGERIAN_SUBJECT1 0.068 0.0895 0.0265 0.771 0.36 0.49 DO_IT_TODAY 0.004 0.0061 0.0000 1.000 0.36 0.00 MSGID_3_DOLLARS 0.004 0.0061 0.0000 1.000 0.36 0.00 RATWARE_VC_IPA 41.958 62.6164 1.7222 0.973 0.36 1.25 MIME_HTML_ONLY 0.009 0.0122 0.0035 0.780 0.36 0.00 APPLY_ONLINE 0.005 0.0071 0.0008 0.902 0.36 0.00 LESBIAN 18.488 27.4179 1.0967 0.962 0.36 0.01 MIME_HTML_NO_CHARSET 0.004 0.0061 0.0004 0.941 0.36 0.00 GET_STARTED_NOW 0.411 0.5601 0.1216 0.822 0.36 0.26 US_DOLLARS_3 0.199 0.2692 0.0631 0.810 0.36 0.00 HTML_EVENT_UNSAFE 12.378 18.2376 0.9655 0.950 0.36 0.16 HTML_FONT_BIG 0.272 0.3662 0.0873 0.807 0.36 1.24 DATE_IN_PAST_96_XX 0.003 0.0051 0.0000 1.000 0.36 0.00 TO_TXT 0.004 0.0055 0.0004 0.935 0.36 0.00 MEGA_SITE 55.829 83.4516 2.0291 0.976 0.36 0.21 RAZOR2_CHECK 0.003 0.0049 0.0000 1.000 0.36 0.00 NIGERIAN_SCAM_VIRTUE 1.713 2.4131 0.3504 0.873 0.36 0.34 INVALID_DATE 0.003 0.0047 0.0000 1.000 0.36 0.00 FAKE_HELO_MAILCITY 0.011 0.0136 0.0050 0.732 0.36 0.18 INITIAL_INVEST 0.012 0.0152 0.0058 0.725 0.36 1.40 NO_DISAPPOINTMENT 0.005 0.0071 0.0015 0.822 0.36 0.00 FREE_PASSWORD 0.026 0.0322 0.0127 0.717 0.36 0.18 HTML_SHOUTING6 0.003 0.0045 0.0000 1.000 0.36 0.00 NIGERIAN_SUBJECT6 0.003 0.0045 0.0000 1.000 0.36 0.00 BTAMAIL_URL 0.245 0.3269 0.0858 0.792 0.36 0.39 RISK_FREE 0.272 0.3664 0.0889 0.805 0.36 0.03 MISSING_DATE 0.003 0.0049 0.0004 0.928 0.36 0.00 X_PRI_MISMATCH_HI 0.015 0.0184 0.0081 0.695 0.35 1.43 CELL_PHONE_FREE 0.004 0.0057 0.0012 0.832 0.35 0.00 LYING_EYES 0.003 0.0041 0.0000 1.000 0.35 0.00 X_PMFLAGS_PRESENT 0.010 0.0120 0.0046 0.723 0.35 0.83 TARGETED 0.003 0.0045 0.0004 0.922 0.35 0.00 YAHOO_SRD_REDIR 0.005 0.0067 0.0019 0.777 0.35 0.00 SEX_FEST 0.224 0.2996 0.0754 0.799 0.35 0.01 SUBJ_FREE_CAP 0.002 0.0034 0.0000 1.000 0.35 0.00 INTL_DRIVERS_LICENSE 0.002 0.0034 0.0000 1.000 0.35 0.00 RECEIVED_IDENT_SQUID 1.904 2.6809 0.3904 0.873 0.35 0.00 HTML_NONELEMENT_00_10 0.525 0.7152 0.1546 0.822 0.35 0.01 LOTS_OF_STUFF 0.008 0.0097 0.0038 0.716 0.35 0.00 HTML_ALL_CAPS 0.002 0.0032 0.0000 1.000 0.35 0.00 SAFEGUARD_NOTICE 0.002 0.0032 0.0000 1.000 0.35 0.00 OUR_STRICT_ANTI 0.003 0.0038 0.0004 0.907 0.35 0.00 NOT_ML_MARKETING 0.106 0.1386 0.0412 0.771 0.35 0.89 DEAR_FRIEND 0.002 0.0030 0.0000 1.000 0.35 0.00 MSGID_THREESIXSIX 0.002 0.0028 0.0000 1.000 0.35 0.00 BZ_TLD 0.002 0.0028 0.0000 1.000 0.35 0.00 USE_IDENTITY 0.002 0.0028 0.0000 1.000 0.35 0.00 STOP_SNORING 0.107 0.1400 0.0415 0.771 0.35 0.63 ADDR_NUMS_AT_BIGSITE 0.010 0.0120 0.0054 0.691 0.35 0.65 FIND_ANYTHING 0.018 0.0215 0.0104 0.675 0.35 0.01 MILLION_EMAIL 0.002 0.0026 0.0000 1.000 0.35 0.00 LOTS_OF_CC_LINES 0.333 0.4485 0.1081 0.806 0.35 0.00 LIMITED_TIME_ONLY 0.711 0.9721 0.2031 0.827 0.35 0.02 HTML_IMAGE_RATIO_12 0.002 0.0034 0.0008 0.814 0.35 0.00 INCOME 0.011 0.0130 0.0062 0.679 0.35 1.44 START_NOW_CAPS 0.014 0.0168 0.0085 0.665 0.35 1.50 REPLY_TO_EMPTY 0.001 0.0022 0.0000 1.000 0.35 0.00 WALAA 0.001 0.0022 0.0000 1.000 0.35 0.00 FAKE_HELO_CARAMAIL 0.006 0.0075 0.0035 0.684 0.35 0.00 HTML_SHOUTING8 0.002 0.0024 0.0004 0.860 0.34 0.00 FORGED_YAHOO_RCVD_SMTP 0.003 0.0034 0.0012 0.744 0.34 0.00 THIS_IS_AN_AD 5.321 7.6713 0.7420 0.912 0.34 0.16 HTML_40_50 0.001 0.0018 0.0000 1.000 0.34 0.00 READ_TO_END 0.002 0.0022 0.0004 0.850 0.34 0.00 FREE_INVESTMENT 0.001 0.0016 0.0000 1.000 0.34 0.00 TO_INVESTORS 0.001 0.0016 0.0000 1.000 0.34 0.00 BTAMAIL_HEADER 0.001 0.0016 0.0000 1.000 0.34 0.00 RATWARE_SCREWUP_1 0.001 0.0016 0.0000 1.000 0.34 0.00 MORTGAGE_LINKS 0.001 0.0014 0.0000 1.000 0.34 0.00 HIDDEN_ASSETS 0.001 0.0014 0.0000 1.000 0.34 0.00 RATWARE_IMKTG 0.167 0.2210 0.0631 0.778 0.34 0.00 SAVINGS 0.001 0.0014 0.0000 1.000 0.34 0.00 BUY_JUDGEMENTS 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 X_ENC_PRESENT 0.001 0.0014 0.0000 1.000 0.34 0.00 RATWARE_EVAMAIL 52.642 75.7335 7.6668 0.908 0.34 0.00 HTML_MESSAGE 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 FURTHER_TRANSMISSIONS 0.001 0.0012 0.0000 1.000 0.34 0.00 RECEIVED_CACHEFLOW 0.009 0.0101 0.0058 0.636 0.34 0.00 UP_TO_OR_MORES 0.682 0.9271 0.2035 0.820 0.34 0.01 MANY_EXCLAMATIONS 0.001 0.0016 0.0004 0.804 0.34 0.00 FORGED_MUA_MSN 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 HELO_DYNAMIC_TDS 0.001 0.0010 0.0000 1.000 0.34 0.00 WEALTH 0.100 0.1304 0.0419 0.757 0.34 0.95 RCVD_IN_SORBS_ZOMBIE 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 2.018 2.8395 0.4174 0.872 0.34 1.49 UNDISC_RECIPS 5.719 8.2158 0.8570 0.906 0.34 0.13 HTML_50_60 0.002 0.0022 0.0012 0.653 0.34 0.00 SUBJ_DOUBLE_YOUR 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 CHANGE_TERMS 0.000 0.0006 0.0000 1.000 0.34 0.00 FORGED_RCVD_FROM_NUM 0.009 0.0099 0.0062 0.616 0.34 0.00 AOL_USERS_LINK 0.000 0.0004 0.0000 1.000 0.34 0.00 MSGID_SPAM_1 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 0.002 0.0024 0.0015 0.606 0.34 0.00 FREE_INSTALL 1.138 1.5455 0.3431 0.818 0.34 0.17 DATE_IN_PAST_06_12 0.001 0.0008 0.0004 0.673 0.34 0.00 DIG_UP_INFO 0.002 0.0028 0.0019 0.590 0.34 0.00 BUGGY_CGI 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 0.0002 0.0000 1.000 0.34 0.00 VAR_REF_IN_RECEIVED 0.000 0.0002 0.0000 1.000 0.34 0.10 RCVD_IN_NJABL_CGI 4.075 5.8728 0.5743 0.911 0.33 0.20 HTML_30_40 0.023 0.0271 0.0150 0.643 0.33 0.71 YOUR_INCOME 0.000 0.0000 0.0000 0.500 0.33 0.00 DATE_YEAR_ZERO_FIRST 0.000 0.0000 0.0000 0.500 0.33 0.00 SUBJ_HAS_TIME_ID 0.000 0.0000 0.0000 0.500 0.33 0.00 ID_UNIQUE 0.000 0.0000 0.0000 0.500 0.33 0.00 RATWARE_DIFFOND 0.000 0.0000 0.0000 0.500 0.33 1.10 NO_DNS_FOR_FROM 0.000 0.0000 0.0000 0.500 0.33 0.00 X_LIST_UNSUBSCRIBE 0.000 0.0000 0.0000 0.500 0.33 0.00 RATWARE_XMAILER 0.000 0.0000 0.0000 0.500 0.33 0.00 TO_FILENAME 0.000 0.0000 0.0000 0.500 0.33 0.00 RATWARE_BAD_REFS 0.000 0.0000 0.0000 0.500 0.33 0.00 PRIORITY_MAIL 0.000 0.0000 0.0000 0.500 0.33 0.00 RCVD_IN_MAPS_RSS 0.000 0.0000 0.0000 0.500 0.33 0.00 RCVD_IN_SORBS_BLOCK 0.000 0.0000 0.0000 0.500 0.33 0.00 RCVD_IN_MAPS_DUL 0.000 0.0000 0.0000 0.500 0.33 0.00 RCVD_IN_MAPS_RBL 0.000 0.0000 0.0000 0.500 0.33 0.00 X_PRECEDENCE_REF 0.000 0.0000 0.0000 0.500 0.33 0.10 RCVD_IN_NJABL_MULTI 0.000 0.0000 0.0000 0.500 0.33 0.00 X_MAILER_GIBBERISH 0.000 0.0000 0.0000 0.500 0.33 0.00 NO_MIDDLEMAN 0.000 0.0000 0.0000 0.500 0.33 0.00 RCVD_BY_QVES_COM 0.000 0.0000 0.0000 0.500 0.33 0.00 RCVD_6_CAPS_ESMTP_ID 0.000 0.0000 0.0000 0.500 0.33 0.00 X_SERV_HOST_PRESENT 0.000 0.0000 0.0000 0.500 0.33 0.00 X_STORMPOST_TO 0.000 0.0000 0.0000 0.500 0.33 0.00 SUBJ_RIPPED 0.000 0.0000 0.0000 0.500 0.33 0.00 RCVD_IN_MAPS_NML 0.000 0.0000 0.0000 0.500 0.33 0.00 X_MAIL_ID_PRESENT 0.046 0.0565 0.0250 0.693 0.33 0.00 ML_MARKETING 0.005 0.0053 0.0038 0.581 0.33 0.00 NO_INVENTORY 0.908 1.2267 0.2858 0.811 0.33 0.00 HTML_BACKHAIR_1 0.000 0.0004 0.0004 0.507 0.33 0.00 EXCUSE_22 0.001 0.0014 0.0012 0.545 0.33 0.00 DRUG_ED_HERBAL 0.003 0.0034 0.0027 0.555 0.33 0.00 NO_INVESTMENT 0.199 0.2605 0.0792 0.767 0.33 1.09 UPPERCASE_50_75 0.000 0.0002 0.0004 0.339 0.33 0.00 EXCUSE_21 4.374 6.3075 0.6074 0.912 0.33 0.00 HTML_BADTAG_00_10 0.029 0.0352 0.0185 0.656 0.33 0.00 EXCUSE_12 0.002 0.0024 0.0023 0.507 0.33 0.00 NEW_CUSTOMER 0.000 0.0002 0.0008 0.204 0.33 0.00 SUBJ_NOW_ONLY 0.001 0.0010 0.0015 0.391 0.33 0.00 ONCE_IN_LIFETIME 0.002 0.0020 0.0023 0.461 0.33 0.00 IDENT_NOBODY 0.332 0.4400 0.1219 0.783 0.33 0.47 NO_OBLIGATION 0.088 0.1124 0.0419 0.728 0.33 0.00 COMPLETELY_FREE 6.867 9.7174 1.3148 0.881 0.32 0.00 HTML_70_80 0.003 0.0026 0.0035 0.426 0.32 0.00 FROM_HAS_MIXED_NUMS2 8.141 11.4142 1.7649 0.866 0.32 0.00 HTML_80_90 0.256 0.3379 0.0958 0.779 0.32 0.13 FROM_WEBMAIL_END_NUMS6 3.588 5.1087 0.6274 0.891 0.32 0.00 MISSING_OUTLOOK_NAME 0.004 0.0041 0.0046 0.473 0.32 0.00 MIME_BOUND_MA 0.008 0.0089 0.0077 0.536 0.32 0.00 MIME_BOUND_DIGITS_7 0.033 0.0391 0.0219 0.641 0.32 0.00 FREE_ACCESS 0.613 0.8179 0.2131 0.793 0.32 0.20 SUBJ_ALL_CAPS 21.888 26.9502 12.0290 0.691 0.32 0.14 DNS_FROM_RFC_ABUSE 0.039 0.0464 0.0242 0.657 0.32 1.31 SUBJ_YOUR_OWN 2.749 3.8703 0.5651 0.873 0.32 0.15 HTML_TAG_EXIST_TBODY 0.014 0.0144 0.0119 0.547 0.31 0.89 NO_QS_ASKED 0.194 0.2477 0.0892 0.735 0.31 0.82 HTML_FONT_FACE_CAPS 0.005 0.0043 0.0062 0.414 0.31 0.00 BANG_BOSS 0.620 0.8191 0.2331 0.778 0.31 1.15 PLING_QUERY 0.001 0.0002 0.0038 0.049 0.31 0.00 MIME_BOUND_HEX_24 5.171 7.2988 1.0259 0.877 0.31 0.07 HTML_60_70 0.023 0.0251 0.0192 0.566 0.31 0.01 CONGRATULATIONS 0.112 0.1406 0.0573 0.710 0.31 0.00 ALL_CAP_FOR_ADULTS 4.318 6.0591 0.9263 0.867 0.30 0.04 MIME_QP_LONG_LINE 5.521 7.5694 1.5314 0.832 0.30 0.00 HTML_LINK_CLICK_HERE 0.135 0.1679 0.0704 0.705 0.30 0.00 EXCUSE_15 0.833 1.0841 0.3447 0.759 0.30 1.19 DATE_IN_FUTURE_06_12 18.745 13.3541 29.2448 0.313 0.30 0.05 FORGED_RCVD_HELO 0.003 0.0008 0.0062 0.114 0.30 0.00 WE_HATE_SPAM2 5.802 7.5885 2.3219 0.766 0.29 0.00 LINES_OF_YELLING 6.618 8.1149 3.7013 0.687 0.29 0.01 CLICK_BELOW 0.093 0.1110 0.0565 0.662 0.29 0.05 OPTING_OUT_CAPS 0.868 1.1285 0.3616 0.757 0.28 0.00 HTTP_WITH_EMAIL_IN_URL 0.061 0.0689 0.0446 0.607 0.28 0.00 EXCUSE_11 1.511 2.0319 0.4951 0.804 0.28 0.00 DATE_IN_PAST_03_06 1.932 2.5873 0.6570 0.797 0.28 0.41 SPF_HELO_FAIL 0.044 0.0480 0.0362 0.570 0.28 0.00 HTML_TITLE_EXTRA 0.203 0.2449 0.1208 0.670 0.27 0.01 EARN_MONEY 0.221 0.2676 0.1316 0.670 0.27 0.04 EXCUSE_7 0.451 0.5639 0.2304 0.710 0.27 0.00 HTML_IMAGE_RATIO_10 0.009 0.0065 0.0150 0.303 0.27 0.36 FROM_AND_TO_SAME 0.013 0.0107 0.0177 0.376 0.27 0.17 DIRECT_EMAIL 0.052 0.0567 0.0435 0.566 0.26 1.07 FULL_REFUND 0.054 0.0581 0.0454 0.561 0.26 0.45 YOU_WON 0.075 0.0845 0.0565 0.599 0.26 0.13 EXCUSE_19 0.140 0.1647 0.0923 0.641 0.26 0.00 WHILE_SUPPLIES 0.453 0.5603 0.2435 0.697 0.26 0.72 SB_NEW_BULK 2.377 3.0633 1.0409 0.746 0.25 0.00 URI_REDIRECTOR 0.017 0.0138 0.0223 0.383 0.25 0.00 X_ESMTP 0.431 0.5315 0.2358 0.693 0.25 0.00 FREE_TRIAL 1.627 2.0886 0.7293 0.741 0.25 0.06 UPPERCASE_25_50 0.633 0.7774 0.3520 0.688 0.25 0.00 HTML_JAVASCRIPT 0.334 0.4086 0.1873 0.686 0.25 0.01 NO_COST 7.060 5.8031 9.5067 0.379 0.25 0.03 NO_REAL_NAME 0.538 0.6480 0.3239 0.667 0.25 0.00 HTML_EVENT 3.741 3.7775 3.6697 0.507 0.24 0.57 FROM_ENDS_IN_NUMS 0.097 0.1027 0.0858 0.545 0.24 0.00 CASHCASHCASH 1.456 1.8088 0.7697 0.701 0.23 0.00 LINES_OF_YELLING_2 0.083 0.0863 0.0754 0.534 0.23 0.00 WORK_AT_HOME 0.609 0.7274 0.3774 0.658 0.23 0.66 SB_NSP_VOLUME_SPIKE 0.336 0.3934 0.2254 0.636 0.22 0.02 WEIRD_PORT 0.503 0.5791 0.3558 0.619 0.21 0.36 PLING_PLING 0.201 0.2155 0.1723 0.556 0.20 0.00 HTML_IMAGE_RATIO_14 0.445 0.4951 0.3481 0.587 0.20 0.00 LINES_OF_YELLING_3 0.594 0.6877 0.4127 0.625 0.20 0.02 US_DOLLARS_2 0.224 0.2421 0.1893 0.561 0.19 0.04 RAZOR2_CF_RANGE_11_50 0.050 0.0440 0.0623 0.414 0.19 0.00 NO_PURCHASE 1.238 1.3762 0.9686 0.587 0.19 0.00 SPF_FAIL 1.215 1.3407 0.9705 0.580 0.19 0.00 MAILTO_WITH_SUBJ 0.608 0.6873 0.4547 0.602 0.18 0.84 SPF_SOFTFAIL 0.012 0.0032 0.0285 0.100 0.18 0.00 MIME_BOUND_DASH_DIGIT 0.445 0.4813 0.3731 0.563 0.18 0.00 DATE_IN_PAST_12_24 0.566 0.6283 0.4458 0.585 0.17 0.24 FROM_HAS_MIXED_NUMS 0.468 0.5005 0.4039 0.553 0.17 0.00 MISSING_HEADERS 0.027 0.0138 0.0515 0.211 0.15 0.00 NO_EXPERIENCE 0.027 0.0134 0.0531 0.202 0.14 0.00 JAVASCRIPT_URI 0.166 0.1473 0.2035 0.420 0.14 0.55 OPTING_OUT 0.338 0.3176 0.3781 0.456 0.13 0.00 FOR_FREE 0.189 0.1527 0.2597 0.370 0.11 0.24 DATE_IN_PAST_24_48 0.642 0.5627 0.7970 0.414 0.11 0.34 TO_ADDRESS_EQ_REAL 0.048 0.0243 0.0939 0.206 0.10 0.00 MIME_QP_DEFICIENT 0.608 0.4981 0.8232 0.377 0.09 0.01 EXCUSE_1 0.243 0.1835 0.3597 0.338 0.09 0.01 BANG_MONEY 1.117 0.6930 1.9441 0.263 0.09 0.00 MAILTO_TO_SPAM_ADDR 0.170 0.1213 0.2639 0.315 0.08 0.37 FROM_HAS_ULINE_NUMS 0.078 0.0395 0.1535 0.205 0.06 0.28 DATE_IN_PAST_48_96 0.306 0.2234 0.4662 0.324 0.05 0.00 NO_FEE 0.187 0.0976 0.3600 0.213 0.01 0.00 BAYES_50 0.075 0.0207 0.1796 0.103 0.00 0.00 MIME_QP_NO_CHARSET 0.219 0.1159 0.4189 0.217 0.00 0.00 TO_EMPTY 0.038 0.0014 0.1100 0.012 0.00 0.00 MIME_BOUND_DIGITS_4 Rule file versions for which these results apply: (SpamAssassin Version string: 3.000000-pre2-cvs) -rw-r--r-- 3 jm jm 6002 May 6 20:24 10_misc.cf -rw-r--r-- 3 jm jm 1602 Mar 23 20:07 20_anti_ratware.cf -rw-r--r-- 3 jm jm 9654 May 19 03:19 20_body_tests.cf -rw-r--r-- 3 jm jm 1613 Apr 5 12:15 20_compensate.cf -rw-r--r-- 3 jm jm 11611 Jul 21 19:46 20_dnsbl_tests.cf -rw-rw-r-- 1 jm jm 17307 Jul 19 23:47 20_drugs.cf -rw-r--r-- 3 jm jm 11617 May 28 20:59 20_fake_helo_tests.cf -rw-r--r-- 2 jm jm 36396 Jul 8 18:57 20_head_tests.cf -rw-r--r-- 3 jm jm 17714 Jun 18 18:34 20_html_tests.cf -rw-r--r-- 3 jm jm 11816 May 5 14:35 20_meta_tests.cf -rw-r--r-- 3 jm jm 30422 May 24 12:12 20_phrases.cf -rw-r--r-- 3 jm jm 5864 May 28 21:03 20_porn.cf -rw-r--r-- 3 jm jm 15704 Jul 8 19:04 20_ratware.cf -rw-r--r-- 3 jm jm 5962 Apr 30 19:09 20_uri_tests.cf -rw-r--r-- 3 jm jm 2334 May 6 20:24 23_bayes.cf -rw-r--r-- 3 jm jm 9114 Mar 23 20:07 25_body_tests_es.cf -rw-r--r-- 3 jm jm 2735 Mar 23 20:07 25_hashcash.cf -rw-r--r-- 3 jm jm 2301 Jun 14 19:44 25_spf.cf -rw-r--r-- 2 jm jm 2615 Jun 27 21:01 25_uribl.cf -rw-r--r-- 3 jm jm 50549 Jun 2 00:17 30_text_de.cf -rw-r--r-- 3 jm jm 54882 Jun 2 00:17 30_text_fr.cf -rw-r--r-- 3 jm jm 73303 Jun 2 00:17 30_text_nl.cf -rw-r--r-- 3 jm jm 47133 Jun 2 00:17 30_text_pl.cf -rw-rw-r-- 1 jm jm 37875 Jul 21 20:03 50_scores.cf -rw-r--r-- 3 jm jm 6884 Jun 7 22:32 60_whitelist.cf -rw-rw-r-- 1 jm jm 47157 Mar 23 20:07 70_broken_rules.cf -rw-rw-r-- 1 jm jm 12656 Jul 8 18:57 70_testing.cf -rw-r--r-- 3 jm jm 342 Apr 28 16:50 local.cf -rw-r--r-- 3 jm jm 3696 Mar 23 20:07 regression_tests.cf