OVERALL% SPAM% HAM% S/O RANK SCORE NAME 2226827 1483066 743761 0.666 0.00 0.00 (all messages) 100.000 66.6000 33.4000 0.666 0.00 0.00 (all messages as %) 9.384 14.0903 0.0003 1.000 1.00 4.14 MIME_BOUND_DD_DIGITS 16.380 24.5940 0.0024 1.000 1.00 4.26 URIBL_SC_SURBL 5.234 7.8587 0.0004 1.000 0.97 3.79 MSGID_SPAM_CAPS 4.536 6.8103 0.0001 1.000 0.97 4.10 RCVD_DOUBLE_IP_SPAM 29.564 44.3871 0.0077 1.000 0.97 1.54 URIBL_JP_SURBL 10.614 15.9347 0.0044 1.000 0.97 0.42 URIBL_AB_SURBL 3.810 5.7213 0.0000 1.000 0.96 4.24 X_MESSAGE_INFO 5.650 8.4824 0.0028 1.000 0.95 4.40 HELO_DYNAMIC_IPADDR 2.632 3.9513 0.0001 1.000 0.94 1.00 __DOUBLE_IP_SPAM_2 2.554 3.8350 0.0000 1.000 0.94 3.80 MSGID_YAHOO_CAPS 2.585 3.8806 0.0003 1.000 0.94 3.91 DATE_SPAMWARE_Y2K 2.511 3.7698 0.0005 1.000 0.93 1.00 MIME_BAD_ISO_CHARSET 2.386 3.5833 0.0000 1.000 0.93 0.01 FROM_ILLEGAL_CHARS 12.605 18.9220 0.0094 1.000 0.93 2.18 RCVD_HELO_IP_MISMATCH 4.217 6.3305 0.0036 0.999 0.93 1.94 MSGID_RANDY 15.085 22.6446 0.0105 1.000 0.93 3.08 RCVD_IN_XBL 2.492 3.7405 0.0011 1.000 0.93 1.00 NO_PRESCRIPTION 2.224 3.3398 0.0001 1.000 0.93 1.00 RATWARE_NAME_ID 2.186 3.2817 0.0000 1.000 0.93 4.10 RATWARE_ZERO_TZ 3.110 4.6684 0.0023 1.000 0.92 0.88 DRUGS_ERECTILE_OBFU 2.359 3.5413 0.0009 1.000 0.92 1.00 __0_TZ_1 2.105 3.1610 0.0000 1.000 0.92 3.74 HELO_DYNAMIC_HCC 2.437 3.6588 0.0015 1.000 0.92 1.25 HELO_DYNAMIC_DHCP 4.590 6.8898 0.0056 0.999 0.92 3.92 FORGED_MUA_OUTLOOK 2.347 3.5232 0.0016 1.000 0.92 3.50 HELO_DYNAMIC_IPADDR2 1.904 2.8591 0.0000 1.000 0.92 1.00 __DOUBLE_IP_SPAM_1 1.894 2.8432 0.0000 1.000 0.92 1.00 FORGED_MSGID_YAHOO 3.734 5.6047 0.0046 0.999 0.91 1.00 __FORGED_OE 8.358 12.5447 0.0097 0.999 0.91 2.85 SUBJ_ILLEGAL_CHARS 1.815 2.7254 0.0001 1.000 0.91 1.00 MSGID_DOLLARS_RANDOM 5.756 8.6390 0.0081 0.999 0.91 0.63 FORGED_OUTLOOK_HTML 1.692 2.5405 0.0009 1.000 0.90 1.00 HEADER_SPAM 1.659 2.4903 0.0007 1.000 0.90 0.04 DRUGS_ANXIETY_EREC 2.105 3.1598 0.0031 0.999 0.90 1.00 URI_NO_WWW_INFO_CGI 5.084 7.6281 0.0104 0.999 0.89 1.00 __DRUGS_ERECTILE3 3.321 4.9831 0.0070 0.999 0.89 2.26 LONGWORDS 1.721 2.5825 0.0024 0.999 0.89 1.00 FUZZY_VPILL 1.463 2.1967 0.0004 1.000 0.89 1.00 __DRUGS_ERECTILE8 6.278 9.4197 0.0126 0.999 0.88 1.00 HTML_SHORT_LINK_IMG_1 1.162 1.7443 0.0001 1.000 0.87 3.49 DRUGS_ANXIETY_OBFU 1.393 2.0901 0.0017 0.999 0.87 2.12 HEAD_ILLEGAL_CHARS 1.109 1.6652 0.0000 1.000 0.87 1.98 HTTP_77 3.408 5.1122 0.0099 0.998 0.87 0.07 FORGED_OUTLOOK_TAGS 2.473 3.7090 0.0077 0.998 0.87 0.00 DNS_FROM_RFC_DSN 1.644 2.4664 0.0039 0.998 0.87 1.00 FUZZY_VALIUM 0.950 1.4266 0.0003 1.000 0.86 0.00 DRUGS_MANYKINDS 1.756 2.6342 0.0055 0.998 0.86 1.00 __0_TZ_2 0.940 1.4116 0.0001 1.000 0.86 1.00 FUZZY_MILLION 3.108 4.6614 0.0108 0.998 0.86 1.00 __DRUGS_ERECTILE_C 1.386 2.0795 0.0034 0.998 0.86 2.66 ADVANCE_FEE_4 3.300 4.9499 0.0114 0.998 0.86 1.00 __LONGWORDS_B 3.821 5.7305 0.0126 0.998 0.86 1.00 RATWARE_OUTLOOK_NONAME 4.796 7.1937 0.0149 0.998 0.85 1.00 REPTO_QUOTE_YAHOO 1.138 1.7083 0.0023 0.999 0.85 1.00 FUZZY_VICODIN 0.903 1.3552 0.0003 1.000 0.85 3.18 DRUGS_PAIN_OBFU 1.103 1.6546 0.0024 0.999 0.85 1.00 __SUBJECT_FUZZY_VPILL 1.646 2.4681 0.0058 0.998 0.85 1.00 FUZZY_CPILL 0.861 1.2921 0.0001 1.000 0.85 1.00 FUZZY_MORTGAGE 0.884 1.3270 0.0011 0.999 0.84 1.52 FORGED_MUA_AOL_FROM 1.073 1.6099 0.0030 0.998 0.84 1.32 SUBJECT_DRUG_GAP_C 0.878 1.3180 0.0011 0.999 0.84 1.00 FUZZY_GUARANTEE 0.970 1.4544 0.0027 0.998 0.84 1.00 X_IP 0.857 1.2869 0.0011 0.999 0.84 1.00 __FORGED_OUTLOOK_DOLLARS 56.044 84.1316 0.0375 1.000 0.84 1.89 BAYES_99 0.794 1.1919 0.0000 1.000 0.84 1.00 RATWARE_EFROM 3.191 4.7845 0.0143 0.997 0.84 0.15 HTTP_EXCESSIVE_ESCAPES 1.520 2.2795 0.0069 0.997 0.83 1.00 INTERRUPTUS 1.851 2.7742 0.0099 0.996 0.83 1.00 INVESTMENT_ADVICE 0.857 1.2867 0.0016 0.999 0.83 1.00 REPTO_QUOTE_AOL 0.866 1.2987 0.0019 0.999 0.83 1.00 SUBJECT_FUZZY_MEDS 1.196 1.7932 0.0054 0.997 0.83 1.00 FUZZY_XPILL 2.374 3.5587 0.0130 0.996 0.83 2.66 MSGID_DOLLARS 0.724 1.0871 0.0000 1.000 0.83 3.42 RATWARE_RCVD_AT 1.716 2.5715 0.0099 0.996 0.83 2.06 BAYES_95 0.707 1.0619 0.0001 1.000 0.82 3.87 RATWARE_RCVD_PF 32.385 48.6044 0.0429 0.999 0.82 3.21 URIBL_OB_SURBL 0.698 1.0478 0.0000 1.000 0.82 1.00 FUZZY_MEDICATION 0.813 1.2202 0.0022 0.998 0.82 1.00 FUZZY_PRICES 0.728 1.0920 0.0008 0.999 0.82 0.78 HELO_DYNAMIC_SPLIT_IP 0.803 1.2041 0.0022 0.998 0.82 3.12 PERCENT_RANDOM 0.675 1.0128 0.0001 1.000 0.82 3.34 DRUGS_SLEEP_EREC 0.883 1.3246 0.0039 0.997 0.82 3.30 HTML_IMAGE_ONLY_04 1.043 1.5639 0.0056 0.996 0.82 0.89 SORTED_RECIPS 0.797 1.1947 0.0027 0.998 0.81 1.00 HTML_EXTRA_CLOSE 0.636 0.9542 0.0005 0.999 0.81 1.00 FUZZY_PLEASE 1.613 2.4159 0.0112 0.995 0.81 0.06 ADVANCE_FEE_3 0.616 0.9243 0.0001 1.000 0.80 1.00 REPTO_QUOTE_MSN 0.749 1.1227 0.0032 0.997 0.80 1.00 FUZZY_PRESCRIPT 0.729 1.0927 0.0035 0.997 0.80 0.00 ONLINE_PHARMACY 1.289 1.9297 0.0105 0.995 0.80 1.00 MSGID_MULTIPLE_AT 5.188 7.7752 0.0286 0.996 0.80 0.11 RCVD_IN_SBL 0.579 0.8689 0.0000 1.000 0.80 2.81 RATWARE_EGROUPS 0.619 0.9282 0.0013 0.999 0.80 1.00 FUZZY_ERECT 0.580 0.8702 0.0004 1.000 0.79 0.00 HTML_OBFUSCATE_20_30 0.678 1.0160 0.0027 0.997 0.79 1.00 __FRAUD_QXX 0.561 0.8416 0.0000 1.000 0.79 3.70 HELO_DYNAMIC_COMCAST 3.882 5.8157 0.0254 0.996 0.79 1.00 RATWARE_MS_HASH 0.551 0.8279 0.0000 1.000 0.79 1.00 __RUDE_HTML_1 1.508 2.2579 0.0128 0.994 0.79 1.00 __DRUGS_PAIN4 0.554 0.8315 0.0001 1.000 0.79 1.00 __PC_RND_HEADER 0.543 0.8153 0.0000 1.000 0.79 2.03 FORGED_IMS_HTML 1.672 2.5031 0.0148 0.994 0.79 1.00 __DRUGS_ANXIETY1 1.460 2.1863 0.0130 0.994 0.78 1.60 NO_DNS_FOR_FROM 7.490 11.2263 0.0407 0.996 0.78 1.50 RCVD_IN_WHOIS_INVALID 0.519 0.7789 0.0000 1.000 0.78 2.72 FORGED_MUA_THEBAT_BOUN 1.678 2.5118 0.0161 0.994 0.78 1.00 __DRUGS_ANXIETY3 1.371 2.0518 0.0132 0.994 0.78 0.00 DRUGS_DIET 0.521 0.7814 0.0003 1.000 0.78 1.00 FUZZY_OBLIGATION 0.514 0.7725 0.0000 1.000 0.78 2.53 FORGED_THEBAT_HTML 4.232 6.3392 0.0312 0.995 0.78 3.04 HTML_IMAGE_ONLY_08 0.723 1.0828 0.0056 0.995 0.78 1.00 __DRUGS_SLEEP1 0.471 0.7077 0.0000 1.000 0.78 2.87 SUBJECT_DRUG_GAP_VIC 4.407 6.6002 0.0335 0.995 0.77 1.00 __LONGWORDS_C 0.632 0.9461 0.0043 0.995 0.77 2.80 MILLION_USD 2.757 4.1259 0.0270 0.993 0.77 0.50 SPF_SOFTFAIL 0.952 1.4231 0.0112 0.992 0.77 2.63 DNS_FROM_RFC_BOGUSMX 0.727 1.0875 0.0069 0.994 0.77 1.00 HTML_TITLE_SUBJ_DIFF 0.630 0.9440 0.0048 0.995 0.77 0.18 DRUG_ED_CAPS 0.449 0.6746 0.0004 0.999 0.77 1.00 INVESTMENT_EXPERT 0.727 1.0886 0.0071 0.993 0.77 1.00 __HTML_TITLE_SUBJ_DIFF 0.516 0.7734 0.0020 0.997 0.76 1.00 __AT_MSN_MSGID 0.431 0.6468 0.0005 0.999 0.76 1.00 MALE_ENHANCE 0.409 0.6140 0.0000 1.000 0.76 1.00 FORGED_MSGID_HOTMAIL 0.495 0.7419 0.0020 0.997 0.76 1.00 URI_UNSUBSCRIBE 0.409 0.6134 0.0000 1.000 0.76 1.00 FUZZY_PHENT 0.444 0.6665 0.0008 0.999 0.76 1.00 FUZZY_PHARMACY 3.214 4.8093 0.0323 0.993 0.76 0.34 RCVD_IN_SORBS_SOCKS 0.395 0.5932 0.0000 1.000 0.76 1.00 __0_TZ_4 0.456 0.6841 0.0016 0.998 0.76 1.00 HTML_EHTML2 0.397 0.5962 0.0001 1.000 0.76 2.51 SUBJECT_DRUG_GAP_X 0.447 0.6709 0.0013 0.998 0.76 1.00 __DRUGS_DIET10 0.388 0.5822 0.0000 1.000 0.76 1.00 __0_TZ_5 1.983 2.9654 0.0251 0.992 0.76 2.09 BAYES_80 0.471 0.7067 0.0022 0.997 0.75 1.00 SUBJECT_FUZZY_VPILL 2.626 3.9267 0.0312 0.992 0.75 1.00 REMOVE_BEFORE_LINK 0.377 0.5659 0.0000 1.000 0.75 3.08 KOREAN_UCE_SUBJECT 1.678 2.5082 0.0214 0.992 0.75 1.00 __LONGWORDS_A 0.422 0.6325 0.0011 0.998 0.75 1.00 __DRUGS_DIET6 1.131 1.6903 0.0157 0.991 0.75 1.00 DNS_FROM_SECURITYSAGE 0.605 0.9061 0.0058 0.994 0.75 1.00 __DRUGS_ERECTILE6 0.365 0.5477 0.0001 1.000 0.75 3.10 FAKE_OUTBLAZE_RCVD 0.359 0.5394 0.0000 1.000 0.75 1.00 URI_NO_WWW_BIZ_CGI 0.598 0.8953 0.0063 0.993 0.74 2.71 MSGID_SPAM_LETTERS 1.030 1.5383 0.0156 0.990 0.74 1.00 __DRUGS_ANXIETY_XAN 0.818 1.2218 0.0124 0.990 0.74 1.84 RCVD_IN_NJABL_SPAM 0.335 0.5033 0.0000 1.000 0.74 1.00 __FRAUD_BGP 0.330 0.4953 0.0000 1.000 0.74 3.44 HTML_OBFUSCATE_30_40 0.353 0.5290 0.0009 0.998 0.74 0.86 DRUG_DOSAGE 0.374 0.5607 0.0015 0.997 0.74 0.00 CUM_SHOT 5.797 8.6716 0.0653 0.993 0.74 0.10 DIGEST_MULTIPLE 0.327 0.4909 0.0001 1.000 0.74 1.00 __FRAUD_CKF 0.611 0.9137 0.0075 0.992 0.74 1.00 RUDE_HTML 0.611 0.9142 0.0077 0.992 0.74 1.00 __DRUGS_DIET1 0.615 0.9190 0.0079 0.991 0.74 2.54 FORGED_HOTMAIL_RCVD 2.138 3.1945 0.0316 0.990 0.74 0.10 DRUGS_ANXIETY 0.439 0.6574 0.0034 0.995 0.73 3.20 FORGED_MUA_OIMO 0.545 0.8158 0.0062 0.992 0.73 1.00 BAD_ENC_HEADER 5.623 8.4105 0.0657 0.992 0.73 1.00 __DRUGS_ERECTILE1 0.781 1.1668 0.0126 0.989 0.73 1.00 __DRUGS_PAIN_VICO 0.308 0.4630 0.0000 1.000 0.73 3.68 SUBJECT_DRUG_GAP_VA 1.811 2.7041 0.0288 0.989 0.73 2.27 UNIQUE_WORDS 0.335 0.5027 0.0012 0.998 0.73 1.00 UNCLOSED_BRACKET 0.359 0.5373 0.0022 0.996 0.73 2.90 SUBJECT_SEXUAL 0.301 0.4524 0.0000 1.000 0.73 2.75 DRUGS_DIET_OBFU 23.187 34.7546 0.1225 0.996 0.73 3.81 RCVD_IN_DSBL 0.690 1.0298 0.0117 0.989 0.73 1.00 FUZZY_REFINANCE 1.718 2.5651 0.0290 0.989 0.73 3.03 DATE_IN_FUTURE_12_24 0.295 0.4425 0.0000 1.000 0.73 3.00 VIA_GAP_GRA 0.744 1.1108 0.0133 0.988 0.72 0.00 DRUGS_SLEEP 1.539 2.2978 0.0265 0.989 0.72 0.73 HTML_BACKHAIR_8 4.992 7.4614 0.0676 0.991 0.72 1.00 FROM_LOCAL_NOVOWEL 0.278 0.4180 0.0000 1.000 0.72 2.59 RATWARE_OE_MALFORMED 7.159 10.7100 0.0791 0.993 0.72 0.22 DRUGS_ERECTILE 0.293 0.4403 0.0003 0.999 0.72 2.43 FORGED_IMS_TAGS 0.827 1.2337 0.0163 0.987 0.72 1.00 __DRUGS_ANXIETY_VAL 0.294 0.4406 0.0008 0.998 0.72 1.00 FUZZY_BILLION 0.432 0.6458 0.0054 0.992 0.71 1.00 HTML_TITLE_LONG 0.268 0.4017 0.0000 1.000 0.71 3.40 MIME_BOUND_DIGITS_15 0.791 1.1792 0.0157 0.987 0.71 0.86 HTML_OBFUSCATE_10_20 0.266 0.3991 0.0000 1.000 0.71 3.15 HELO_DYNAMIC_ATTBI 3.536 5.2764 0.0643 0.988 0.71 1.00 __DRUGS_ERECTILE_V 0.295 0.4417 0.0013 0.997 0.71 2.67 MIME_BOUND_RKFINDY 24.952 37.3974 0.1359 0.996 0.71 1.46 URIBL_WS_SURBL 3.610 5.3886 0.0645 0.988 0.71 1.00 __DRUGS_ERECTILE10 0.772 1.1519 0.0157 0.987 0.71 3.58 INVALID_TZ_EST 0.432 0.6458 0.0058 0.991 0.71 1.00 __HTML_TITLE_120 4.809 7.1839 0.0744 0.990 0.71 1.00 __SUBJECT_ENCODED_B64 0.263 0.3943 0.0001 1.000 0.71 1.00 __DRUGS_PAIN7 3.162 4.7166 0.0618 0.987 0.71 1.00 URI_NOVOWEL 0.262 0.3931 0.0001 1.000 0.71 1.00 __AT_EXCITE_MSGID 7.010 10.4795 0.0905 0.991 0.71 1.00 __DOUBLE_IP_LOOSE 0.448 0.6692 0.0063 0.991 0.71 0.00 FORGED_MUA_EUDORA 0.258 0.3874 0.0001 1.000 0.71 1.00 FORGED_MSGID_EXCITE 0.277 0.4148 0.0012 0.997 0.71 1.00 FUZZY_ROLEX 1.494 2.2284 0.0308 0.986 0.71 0.85 DATE_IN_FUTURE_03_06 0.351 0.5246 0.0047 0.991 0.70 1.00 MSGID_SHORT 1.149 1.7113 0.0270 0.984 0.70 0.79 HTML_FONT_LOW_CONTRAST 0.269 0.4025 0.0013 0.997 0.70 1.00 X_PRIORITY_CC 3.448 5.1439 0.0663 0.987 0.70 0.48 HTTP_ESCAPED_HOST 0.614 0.9152 0.0129 0.986 0.70 0.09 IMPOTENCE 0.663 0.9879 0.0147 0.985 0.70 0.42 RCVD_FAKE_HELO_DOTCOM 0.250 0.3754 0.0004 0.999 0.70 1.70 FORGED_AOL_TAGS 0.253 0.3791 0.0007 0.998 0.70 0.00 HTML_NONELEMENT_80_90 0.634 0.9445 0.0143 0.985 0.70 1.92 SUSPICIOUS_RECIPS 0.518 0.7732 0.0099 0.987 0.70 1.00 __DRUGS_PAIN1 1.569 2.3387 0.0348 0.985 0.70 1.00 SUBJECT_EXCESS_BASE64 0.236 0.3538 0.0000 1.000 0.70 1.00 FUZZY_CELEBREX 0.887 1.3203 0.0218 0.984 0.70 1.00 MPART_ALT_DIFF_COUNT 8.822 13.1853 0.1224 0.991 0.70 0.50 RAZOR2_CF_RANGE_51_100 0.228 0.3421 0.0000 1.000 0.70 1.00 REPLICA_WATCH 0.250 0.3756 0.0009 0.998 0.70 0.00 HTML_NONELEMENT_70_80 0.571 0.8517 0.0124 0.986 0.70 1.00 REPTO_QUOTE_IMS 0.562 0.8384 0.0120 0.986 0.70 1.00 REPTO_QUOTE_QUALCOMM 0.927 1.3802 0.0234 0.983 0.70 2.08 FRONTPAGE 1.885 2.8068 0.0458 0.984 0.69 2.49 RCVD_IN_SORBS_MISC 2.126 3.1626 0.0581 0.982 0.69 1.00 HTML_SHORT_LINK_IMG_3 0.548 0.8165 0.0120 0.986 0.69 0.10 MONEY_BACK 6.820 10.1839 0.1111 0.989 0.69 2.00 RCVD_IN_WHOIS_BOGONS 3.797 5.6636 0.0758 0.987 0.69 0.30 MIME_BASE64_TEXT 0.220 0.3304 0.0000 1.000 0.69 1.00 FUZZY_THOUSANDS 0.254 0.3799 0.0020 0.995 0.69 1.00 __PC_RND_RAWBODY 0.217 0.3257 0.0004 0.999 0.69 1.00 __FRAUD_RLX 0.326 0.4864 0.0056 0.989 0.69 1.00 REPTO_OVERQUOTE_THEBAT 0.935 1.3908 0.0273 0.981 0.68 1.00 __DRUGS_MUSCLE1 0.941 1.3995 0.0276 0.981 0.68 0.00 DRUGS_MUSCLE 1.685 2.5064 0.0463 0.982 0.68 0.37 BAYES_60 3.215 4.7891 0.0769 0.984 0.68 1.00 HTML_SHORT_LINK_IMG_2 0.205 0.3073 0.0000 1.000 0.68 3.00 HELO_DYNAMIC_YAHOOBB 4.125 6.1481 0.0920 0.985 0.68 0.04 RCVD_IN_SORBS_HTTP 8.085 12.0764 0.1267 0.990 0.68 0.01 MISSING_MIMEOLE 3.642 5.4265 0.0826 0.985 0.68 2.94 HTML_IMAGE_ONLY_12 0.601 0.8948 0.0153 0.983 0.68 1.00 __0_TZ_3 0.535 0.7973 0.0130 0.984 0.68 1.06 ALL_NATURAL 0.213 0.3201 0.0007 0.998 0.68 1.00 FUZZY_MONEY 0.199 0.2992 0.0001 1.000 0.68 0.00 HTML_SHORT_CENTER 0.306 0.4559 0.0058 0.987 0.68 1.00 __DRUGS_ERECTILE_L 0.223 0.3336 0.0019 0.994 0.68 1.00 __FRAUD_MCQ 0.196 0.2946 0.0001 1.000 0.68 2.70 NOT_ADVISOR 0.221 0.3309 0.0019 0.994 0.68 2.00 URIBL_PH_SURBL 0.191 0.2862 0.0000 1.000 0.68 0.49 FORGED_QUALCOMM_TAGS 0.219 0.3281 0.0017 0.995 0.68 2.87 INVALID_TZ_CST 0.194 0.2910 0.0003 0.999 0.67 2.96 HTML_NONELEMENT_90_100 0.209 0.3125 0.0012 0.996 0.67 1.00 __FRAUD_XJR 0.188 0.2816 0.0000 1.000 0.67 3.33 HTML_OBFUSCATE_50_60 0.584 0.8693 0.0161 0.982 0.67 0.20 INVALID_TZ_GMT 0.213 0.3193 0.0015 0.995 0.67 1.00 EM_ROLEX 0.671 0.9983 0.0195 0.981 0.67 2.37 FORGED_MUA_IMS 0.194 0.2911 0.0007 0.998 0.67 2.70 MIME_BOUND_MANY_HEX 0.199 0.2977 0.0009 0.997 0.67 1.00 __OBFUSCATING_COMMENT_A 2.052 3.0475 0.0664 0.979 0.67 1.10 PRIORITY_NO_NAME 0.244 0.3648 0.0034 0.991 0.67 1.00 __FRAUD_YPO 0.179 0.2690 0.0000 1.000 0.67 1.13 DRUG_ED_GENERIC 2.471 3.6704 0.0799 0.979 0.67 1.05 HTML_IMAGE_ONLY_16 0.186 0.2784 0.0004 0.999 0.67 2.70 MSGID_OUTLOOK_INVALID 0.434 0.6462 0.0120 0.982 0.67 0.00 SUBJ_BUY 0.208 0.3114 0.0019 0.994 0.67 3.12 STRONG_BUY 0.174 0.2607 0.0000 1.000 0.67 2.30 DRUG_ED_ONLINE 0.250 0.3734 0.0042 0.989 0.66 2.42 MORE_SEX 0.174 0.2616 0.0003 0.999 0.66 1.00 __FRAUD_JBU 0.274 0.4089 0.0058 0.986 0.66 2.05 RCVD_IN_SORBS_SMTP 0.310 0.4618 0.0077 0.984 0.66 1.00 __DRUGS_DIET_PHEN 0.172 0.2579 0.0000 1.000 0.66 2.11 FAKE_HELO_MAIL_COM_DOM 0.188 0.2818 0.0012 0.996 0.66 2.04 SUBJECT_DRUG_GAP_S 4.903 7.2978 0.1292 0.983 0.66 0.14 HTML_MIME_NO_HTML_TAG 3.210 4.7678 0.1027 0.979 0.66 1.00 __AT_YAHOO_MSGID 1.075 1.5932 0.0407 0.975 0.66 2.87 UNRESOLVED_TEMPLATE 0.223 0.3330 0.0038 0.989 0.66 1.69 OBFUSCATING_COMMENT 2.474 3.6693 0.0904 0.976 0.66 0.00 RCVD_DOUBLE_IP_LOOSE 0.164 0.2469 0.0001 0.999 0.66 1.00 FUZZY_REMOVE 0.164 0.2457 0.0000 1.000 0.66 3.09 HTML_OBFUSCATE_40_50 0.200 0.2994 0.0024 0.992 0.66 1.00 SUBJECT_FUZZY_PENIS 0.162 0.2427 0.0000 1.000 0.66 1.00 FUZZY_TRAMADOL 0.194 0.2903 0.0020 0.993 0.66 0.00 HTML_NONELEMENT_60_70 0.173 0.2587 0.0008 0.997 0.66 1.00 SUBJECT_FUZZY_CHEAP 0.258 0.3842 0.0059 0.985 0.66 2.31 DATE_IN_FUTURE_24_48 0.165 0.2480 0.0008 0.997 0.65 0.56 HTML_MISSING_CTYPE 0.425 0.6321 0.0133 0.979 0.65 2.05 URI_AFFILIATE 0.162 0.2425 0.0005 0.998 0.65 1.00 FUZZY_OFFERS 0.308 0.4579 0.0095 0.980 0.65 1.59 DOMAIN_4U2 0.178 0.2665 0.0019 0.993 0.65 1.58 UNCLAIMED_MONEY 0.218 0.3248 0.0043 0.987 0.65 1.00 __FRAUD_PVN 0.154 0.2315 0.0003 0.999 0.65 0.15 HTML_BADTAG_50_60 8.733 13.0253 0.1748 0.987 0.65 0.50 RAZOR2_CHECK 0.352 0.5223 0.0118 0.978 0.65 1.00 FROM_BLANK_NAME 0.154 0.2305 0.0003 0.999 0.65 1.00 FUZZY_SOFTWARE 0.183 0.2733 0.0024 0.991 0.65 0.00 HTML_NONELEMENT_50_60 0.248 0.3692 0.0059 0.984 0.65 0.00 HTML_NONELEMENT_40_50 2.844 4.2140 0.1136 0.974 0.65 0.30 DNS_FROM_RFC_WHOIS 0.260 0.3865 0.0070 0.982 0.65 1.00 QUALIFY_FOR_THIS 0.155 0.2330 0.0007 0.997 0.65 1.00 __DRUGS_ANXIETY5 0.470 0.6981 0.0163 0.977 0.65 0.00 BODY_ENHANCEMENT2 0.183 0.2729 0.0026 0.991 0.65 0.00 HTML_BADTAG_30_40 0.487 0.7233 0.0171 0.977 0.65 0.87 HTML_LINK_PUSH_HERE 0.188 0.2804 0.0030 0.990 0.65 1.00 __DRUGS_DIET9 0.144 0.2164 0.0000 1.000 0.64 1.00 X_MIME_AUTOCONVERTED 0.152 0.2282 0.0005 0.998 0.64 1.36 HTML_BADTAG_60_70 0.145 0.2171 0.0001 0.999 0.64 1.00 X_MESSAGE_FLAG_ODD 0.144 0.2160 0.0000 1.000 0.64 1.75 HELO_DYNAMIC_DIALIN 0.144 0.2158 0.0000 1.000 0.64 1.00 __DRUGS_MUSCLE3 8.926 13.3065 0.1902 0.986 0.64 0.44 RCVD_IN_NJABL_PROXY 0.142 0.2129 0.0000 1.000 0.64 1.00 FORGED_MSGID_MSN 1.064 1.5722 0.0512 0.968 0.64 1.13 INVALID_MSGID 1.666 2.4644 0.0731 0.971 0.64 1.00 HTML_TINY_FONT 0.629 0.9308 0.0258 0.973 0.64 1.00 __FRAUD_IPK 0.578 0.8563 0.0221 0.975 0.64 1.00 SPOOF_OURI 2.549 3.7677 0.1185 0.970 0.64 0.94 RCVD_ILLEGAL_IP 19.515 29.1535 0.2969 0.990 0.64 1.99 RCVD_IN_SORBS_DUL 0.462 0.6854 0.0173 0.975 0.64 1.00 EMPTY_MESSAGE 1.791 2.6482 0.0823 0.970 0.64 0.60 ADVANCE_FEE_2 0.257 0.3816 0.0078 0.980 0.64 3.00 FROM_ALL_NUMS 0.553 0.8193 0.0218 0.974 0.64 1.00 __FRAUD_LTX 2.397 3.5424 0.1146 0.969 0.64 0.13 DRUGS_PAIN 0.257 0.3822 0.0081 0.979 0.64 1.00 __FRAUD_TCC 0.142 0.2123 0.0005 0.997 0.64 2.65 FAKE_HELO_MSN 20.694 30.9122 0.3185 0.990 0.63 1.00 URIBL_SBL 1.969 2.9055 0.1007 0.967 0.63 0.45 HTML_IMAGE_ONLY_20 0.175 0.2614 0.0038 0.986 0.63 0.21 ROUND_THE_WORLD_LOCAL 0.177 0.2634 0.0040 0.985 0.63 2.03 HTML_TAG_EXIST_MARQUEE 12.860 19.1602 0.2961 0.985 0.63 2.44 MIME_HTML_ONLY_MULTI 4.631 6.8720 0.1627 0.977 0.63 3.45 PYZOR_CHECK 0.137 0.2052 0.0008 0.996 0.63 1.00 FUZZY_VIOXX 1.806 2.6635 0.0965 0.965 0.63 1.18 FORGED_HOTMAIL_RCVD2 0.157 0.2349 0.0028 0.988 0.63 1.00 URI_UPPER_LOWER 0.281 0.4167 0.0112 0.974 0.63 0.00 HTML_TAG_BALANCE_HEAD 0.227 0.3373 0.0078 0.977 0.63 1.96 DATE_IN_FUTURE_96_XX 0.646 0.9554 0.0305 0.969 0.63 1.36 DATE_IN_PAST_96_XX 0.409 0.6049 0.0172 0.972 0.63 1.00 SPOOF_COM2COM 12.635 18.8228 0.2977 0.984 0.63 1.00 __SUBJECT_NEEDS_MIME 0.119 0.1794 0.0000 1.000 0.62 1.00 HTTPS_IP_MISMATCH 0.119 0.1782 0.0001 0.999 0.62 1.00 MSGID_RATWARE1 0.118 0.1774 0.0001 0.999 0.62 0.00 FAKE_HELO_MAIL_COM 6.714 9.9698 0.2212 0.978 0.62 0.02 HTML_IMAGE_RATIO_02 0.118 0.1767 0.0001 0.999 0.62 1.00 __FRAUD_JNB 0.131 0.1963 0.0019 0.991 0.62 2.75 X_LIBRARY 0.116 0.1739 0.0000 1.000 0.62 1.00 RCVD_IN_WHOIS_HIJACKED 0.153 0.2284 0.0038 0.984 0.62 1.00 DISGUISE_PORN_MUNDANE 0.115 0.1725 0.0000 1.000 0.62 1.00 __0_TZ_7 0.767 1.1295 0.0442 0.962 0.62 1.18 SUBJ_HAS_SPACES 0.137 0.2038 0.0024 0.988 0.62 0.01 HTML_BADTAG_40_50 2.177 3.2050 0.1280 0.962 0.61 0.96 HTML_FONT_TINY 0.709 1.0441 0.0409 0.962 0.61 1.00 __FRAUD_KDT 0.809 1.1905 0.0485 0.961 0.61 1.30 DATE_IN_FUTURE_06_12 16.555 24.6506 0.4129 0.984 0.61 0.09 RCVD_IN_NJABL_DUL 16.942 25.2269 0.4218 0.984 0.61 0.07 MPART_ALT_DIFF 0.111 0.1673 0.0000 1.000 0.61 3.23 MSGID_SPAM_ALPHA_NUM 0.281 0.4159 0.0133 0.969 0.61 0.56 TRACKER_ID 0.212 0.3141 0.0086 0.973 0.61 0.01 SUB_HELLO 0.413 0.6102 0.0203 0.968 0.61 1.00 __FRAUD_DPR 1.979 2.9088 0.1264 0.958 0.61 0.88 SPF_FAIL 4.036 5.9694 0.1807 0.971 0.61 2.29 BIZ_TLD 0.110 0.1657 0.0003 0.998 0.61 1.00 __FRAUD_NEB 4.712 6.9682 0.2135 0.970 0.61 2.70 FORGED_YAHOO_RCVD 0.117 0.1746 0.0011 0.994 0.61 1.00 FUZZY_FOLLOW 0.221 0.3267 0.0104 0.969 0.61 1.40 MARKETING_PARTNERS 11.088 16.4770 0.3427 0.980 0.61 1.61 DNS_FROM_RFC_POST 0.149 0.2217 0.0046 0.980 0.61 1.00 __DRUGS_PAIN2 0.103 0.1545 0.0001 0.999 0.61 1.00 FUZZY_AFFORDABLE 17.074 25.3927 0.4860 0.981 0.60 1.25 RCVD_NUMERIC_HELO 0.548 0.8074 0.0297 0.965 0.60 0.26 HTML_OBFUSCATE_05_10 0.131 0.1959 0.0031 0.984 0.60 1.00 __FRAUD_BEP 1.299 1.9046 0.0905 0.955 0.60 0.00 HTML_TITLE_UNTITLED 0.100 0.1501 0.0000 1.000 0.60 2.80 HTML_BADTAG_90_100 0.454 0.6697 0.0239 0.965 0.60 1.81 URG_BIZ 2.019 2.9650 0.1334 0.957 0.60 0.24 INVALID_DATE 0.248 0.3669 0.0121 0.968 0.60 1.00 URI_SCHEME_MIXED_CASE 0.098 0.1464 0.0001 0.999 0.60 2.46 SUBJECT_DRUG_GAP_L 0.163 0.2410 0.0061 0.976 0.60 1.00 __FRAUD_NRG 0.109 0.1633 0.0011 0.993 0.60 1.00 __FRAUD_QFY 0.124 0.1846 0.0028 0.985 0.60 1.00 __HG_HORMONE 0.320 0.4716 0.0175 0.964 0.60 1.00 FUZZY_CREDIT 0.123 0.1840 0.0028 0.985 0.60 0.51 HG_HORMONE 0.281 0.4137 0.0151 0.965 0.60 2.61 NA_DOLLARS 0.745 1.0905 0.0553 0.952 0.60 0.00 BAD_CREDIT 0.090 0.1353 0.0000 1.000 0.60 3.18 HELO_DYNAMIC_OOL 0.638 0.9375 0.0419 0.957 0.60 1.00 DAV_NON_HOTMAIL 0.089 0.1336 0.0000 1.000 0.60 2.09 HELO_DYNAMIC_ROGERS 31.996 0.3606 95.0772 0.004 0.60 -2.60 BAYES_00 0.869 1.2719 0.0662 0.951 0.60 0.00 X_MSMAIL_PRIORITY_HIGH 0.089 0.1335 0.0000 1.000 0.60 0.56 RATWARE_MOZ_MALFORMED 0.088 0.1326 0.0000 1.000 0.60 1.00 ORG_MIME_TOOLS 0.122 0.1821 0.0032 0.983 0.60 0.62 ONE_TIME 0.096 0.1438 0.0007 0.995 0.60 2.35 HTML_FORMACTION_MAILTO 0.097 0.1456 0.0009 0.994 0.59 1.00 __FRAUD_MQO 0.474 0.6979 0.0284 0.961 0.59 0.00 FROM_HAS_MIXED_NUMS 0.269 0.3964 0.0151 0.963 0.59 0.21 HTML_EMBEDS 0.089 0.1335 0.0004 0.997 0.59 1.39 RATWARE_GECKO_BUILD 0.118 0.1756 0.0032 0.982 0.59 0.27 SUBJECT_DIET 0.437 0.6421 0.0270 0.960 0.59 0.00 BANG_GUAR 1.245 1.8155 0.1074 0.944 0.59 0.50 HTML_IMAGE_ONLY_24 0.755 1.1014 0.0652 0.944 0.59 1.58 DEAR_SOMETHING 0.084 0.1264 0.0005 0.996 0.59 0.24 HELO_DYNAMIC_CHELLO_NL 0.079 0.1191 0.0001 0.999 0.59 2.38 STOCK_ALERT 0.079 0.1187 0.0000 1.000 0.59 1.00 FUZZY_MILF 0.083 0.1241 0.0004 0.997 0.59 1.00 __FRAUD_KJV 0.078 0.1171 0.0000 1.000 0.59 1.00 PREVENT_NONDELIVERY 0.674 0.9855 0.0528 0.949 0.59 0.06 HTML_BACKHAIR_4 2.266 3.3169 0.1712 0.951 0.58 1.00 __HTML_LENGTH_384 0.154 0.2281 0.0074 0.969 0.58 1.00 __DRUGS_SLEEP2 12.169 17.9846 0.5720 0.969 0.58 1.00 __HIGHBITS 0.074 0.1107 0.0000 1.000 0.58 1.00 __0_TZ_6 1.377 2.0054 0.1236 0.942 0.58 1.00 HTML_IMAGE_ONLY_28 0.075 0.1128 0.0003 0.998 0.58 1.00 __FRAUD_FCW 0.105 0.1559 0.0030 0.981 0.58 1.00 RATWARE_MPOP_WEBMAIL 0.072 0.1080 0.0000 1.000 0.58 1.93 RCVD_AM_PM 0.190 0.2800 0.0113 0.961 0.58 1.00 SPOOF_NET2COM 15.926 23.5580 0.7072 0.971 0.58 1.22 RCVD_IN_BL_SPAMCOP_NET 0.103 0.1533 0.0030 0.981 0.58 1.00 SUBJECT_FUZZY_TION 0.084 0.1259 0.0013 0.989 0.58 3.13 OBSCURED_EMAIL 0.071 0.1061 0.0000 1.000 0.58 1.00 __FRAUD_YJA 0.578 0.8460 0.0433 0.951 0.58 1.00 FUZZY_AMBIEN 0.069 0.1042 0.0000 1.000 0.58 2.81 HTML_OBFUSCATE_60_70 0.227 0.3334 0.0149 0.957 0.58 0.00 BODY_ENHANCEMENT 11.751 17.3160 0.6553 0.964 0.58 1.00 __RCVD_IN_SBL_XBL 0.066 0.0988 0.0000 1.000 0.58 3.10 EMAIL_ROT13 0.154 0.2269 0.0082 0.965 0.58 1.00 PRICES_ARE_AFFORDABLE 0.066 0.0987 0.0000 1.000 0.57 1.00 __FRAUD_SNT 12.589 18.5621 0.6784 0.965 0.57 2.17 DCC_CHECK 0.285 0.4177 0.0203 0.954 0.57 3.10 X_AUTH_WARN_FAKED 0.137 0.2019 0.0070 0.967 0.57 2.07 FAKE_HELO_EXCITE 0.114 0.1694 0.0046 0.974 0.57 1.43 SUBJECT_DRUG_GAP_P 0.131 0.1932 0.0067 0.966 0.57 1.00 __DRUGS_PAIN3 0.062 0.0932 0.0001 0.999 0.57 1.00 __DRUGS_ERECTILE2 0.077 0.1144 0.0016 0.986 0.57 1.98 WHY_PAY_MORE 0.081 0.1208 0.0022 0.982 0.57 1.49 FROM_OFFERS 0.109 0.1610 0.0044 0.973 0.57 0.34 REFINANCE_YOUR_HOME 4.420 6.4698 0.3312 0.951 0.57 1.00 __HTML_LENGTH_512 0.058 0.0876 0.0000 1.000 0.57 2.29 RATWARE_NETIP 1.644 2.3951 0.1474 0.942 0.57 1.23 MISSING_SUBJECT 6.382 9.3418 0.4805 0.951 0.57 0.29 DNS_FROM_AHBL_RHSBL 0.096 0.1424 0.0038 0.974 0.57 1.00 __FRAUD_FVU 0.080 0.1187 0.0024 0.980 0.57 2.69 DATE_IN_FUTURE_48_96 1.524 2.2156 0.1440 0.939 0.57 1.02 MIME_HTML_MOSTLY 0.083 0.1234 0.0027 0.979 0.57 1.00 __FRAUD_VQE 18.585 27.3954 1.0161 0.964 0.57 1.00 __RCVD_IN_WHOIS 0.304 0.4443 0.0238 0.949 0.56 1.00 __UPPERCASE_75_100 5.078 7.3999 0.4491 0.943 0.56 0.03 HTML_TEXT_AFTER_HTML 0.055 0.0829 0.0000 1.000 0.56 2.20 HELO_DYNAMIC_ADELPHIA 0.304 0.4442 0.0238 0.949 0.56 0.00 UPPERCASE_75_100 0.092 0.1355 0.0039 0.972 0.56 2.72 ENTITY_DEC_ALPHANUM 0.054 0.0809 0.0000 1.000 0.56 1.00 RATWARE_BOUND_PIECE 0.058 0.0873 0.0007 0.992 0.56 1.00 __FRAUD_YWW 0.054 0.0000 0.1604 0.000 0.56 -7.50 USER_IN_DEF_SPF_WL 0.279 0.4085 0.0218 0.949 0.56 1.34 GAPPY_SUBJECT 0.200 0.2922 0.0149 0.951 0.56 0.79 CLICK_TO_REMOVE_1 0.070 0.1038 0.0019 0.982 0.56 0.11 ENGLISH_UCE_SUBJECT 0.079 0.1179 0.0030 0.976 0.56 0.01 SUBJ_YOUR_FAMILY 0.336 0.4901 0.0281 0.946 0.56 0.39 HTML_SHORT_LENGTH 0.088 0.1303 0.0039 0.971 0.56 1.00 __FRAUD_YQV 0.058 0.0862 0.0008 0.991 0.56 0.09 PORN_URL_SLUT 0.052 0.0775 0.0001 0.998 0.56 1.00 __DRUGS_PAIN_FIO 0.870 1.2535 0.1068 0.922 0.56 0.35 US_DOLLARS_3 0.096 0.1413 0.0048 0.967 0.56 0.00 GUARANTEED_100_PERCENT 0.058 0.0870 0.0013 0.985 0.56 1.44 BANG_EXERCISE 0.063 0.0932 0.0019 0.980 0.56 1.74 AMATEUR_PORN 0.050 0.0757 0.0001 0.998 0.56 1.00 __FRAUD_XVW 1.296 1.8739 0.1441 0.929 0.55 1.00 __FRAUD_IRT 1.409 2.0410 0.1500 0.932 0.55 1.47 MIME_BASE64_BLANKS 0.051 0.0766 0.0004 0.995 0.55 2.58 X_ORIG_IP_NOT_IPV4 0.146 0.2132 0.0110 0.951 0.55 0.14 MSGID_NO_HOST 0.093 0.1369 0.0052 0.963 0.55 0.03 REFINANCE_NOW 5.027 7.2852 0.5227 0.933 0.55 0.06 HTML_TEXT_AFTER_BODY 1.973 2.8548 0.2140 0.930 0.55 1.00 SPF_NEUTRAL 6.994 10.1522 0.6975 0.936 0.55 0.00 INFO_TLD 0.124 0.1815 0.0086 0.955 0.55 1.00 __ADDR_NUMS_AT_BIGSITE 0.352 0.5126 0.0323 0.941 0.55 1.00 SUBJECT_NOVOWEL 4.046 5.8581 0.4336 0.931 0.55 0.00 MIME_BASE64_NO_NAME 0.130 0.1903 0.0095 0.952 0.55 1.00 __FRAUD_JYG 0.046 0.0696 0.0003 0.996 0.55 2.02 SUBJ_LIFE_INSURANCE 0.680 0.9819 0.0784 0.926 0.55 1.00 X_MAILER_SPAM 0.043 0.0653 0.0000 1.000 0.55 1.88 HELO_DYNAMIC_HOME_NL 0.767 1.1010 0.1004 0.916 0.55 1.00 __FRAUD_IRJ 1.372 1.9806 0.1578 0.926 0.55 1.00 __MANY_EXCLS 1.216 1.7514 0.1495 0.921 0.55 0.00 HTML_TAG_BALANCE_BODY 9.611 13.9242 1.0107 0.932 0.55 0.00 DNS_FROM_RFC_ABUSE 0.043 0.0649 0.0001 0.998 0.55 2.28 HTML_BADTAG_70_80 0.043 0.0651 0.0003 0.996 0.55 2.25 CONFIRMED_FORGED 0.050 0.0740 0.0011 0.986 0.54 2.30 FORGED_MUA_MOZILLA 2.124 3.0562 0.2638 0.921 0.54 1.00 __FROM_ENCODED_B64 0.886 1.2713 0.1186 0.915 0.54 1.00 SUBJECT_ENCODED_TWICE 0.041 0.0620 0.0000 1.000 0.54 2.15 REVERSE_AGING 1.279 1.8415 0.1577 0.921 0.54 0.00 MANY_EXCLAMATIONS 0.044 0.0655 0.0007 0.990 0.54 0.00 SUBJ_AS_SEEN 14.234 20.7941 1.1521 0.948 0.54 1.00 __HTML_LENGTH_0000_1024 1.543 2.2275 0.1771 0.926 0.54 0.00 SPF_HELO_FAIL 0.650 0.9365 0.0784 0.923 0.54 1.00 __FRAUD_IOU 0.054 0.0796 0.0022 0.974 0.54 2.20 NASTY_GIRLS 0.040 0.0000 0.1201 0.000 0.54 -100.00 USER_IN_WHITELIST 0.173 0.2514 0.0156 0.942 0.54 0.15 HTML_FONT_SIZE_LARGE 0.039 0.0589 0.0000 1.000 0.54 2.11 MULTI_FORGED 0.316 0.4582 0.0317 0.935 0.54 0.15 HTML_COMMENT_SAVED_URL 0.066 0.0974 0.0038 0.963 0.54 1.97 URI_4YOU 0.039 0.0000 0.1172 0.000 0.54 -7.50 ENV_AND_HDR_SPF_MATCH 0.053 0.0779 0.0024 0.970 0.54 2.20 FORWARD_LOOKING 0.090 0.1318 0.0065 0.953 0.54 1.26 SUBJ_YOUR_DEBT 0.055 0.0813 0.0030 0.965 0.54 1.00 __DRUGS_PAIN5 0.943 1.3477 0.1350 0.909 0.54 1.00 __AOL_MUA 0.942 1.3471 0.1350 0.909 0.54 1.00 __ANY_AOL_MUA 0.070 0.1023 0.0046 0.957 0.54 1.88 FORGED_MUA_THEBAT_CS 0.985 1.4074 0.1437 0.907 0.54 1.00 __FROM_MSN_COM 0.158 0.2299 0.0147 0.940 0.54 0.31 EXCUSE_REMOVE 4.791 6.8640 0.6579 0.913 0.54 0.01 RCVD_IN_SORBS_WEB 0.982 1.4028 0.1436 0.907 0.54 1.00 HTML_IMAGE_ONLY_32 0.086 0.1262 0.0063 0.952 0.54 0.01 NO_FORMS 0.036 0.0533 0.0000 1.000 0.54 1.00 __FRAUD_GBW 0.116 0.1687 0.0095 0.946 0.53 1.00 HTML_TAG_EXIST_BGSOUND 0.035 0.0532 0.0000 1.000 0.53 2.40 EXCUSE_23 0.215 0.3121 0.0208 0.937 0.53 0.00 HTML_BADTAG_20_30 8.946 12.9174 1.0273 0.926 0.53 3.18 DOMAIN_RATIO 0.034 0.0516 0.0000 1.000 0.53 2.20 HDR_ORDER_TRIMRS 0.041 0.0616 0.0011 0.983 0.53 1.00 FORGED_MSGID_AOL 0.037 0.0553 0.0005 0.990 0.53 1.90 BILL_1618 0.035 0.0519 0.0003 0.995 0.53 1.00 __RUDE_HTML_4 0.112 0.1631 0.0095 0.945 0.53 0.02 AS_SEEN_ON 0.034 0.0504 0.0000 1.000 0.53 2.69 HTML_OBFUSCATE_70_80 2.040 2.9050 0.3146 0.902 0.53 0.03 NORMAL_HTTP_TO_IP 0.032 0.0485 0.0000 1.000 0.53 2.39 CHINA_HEADER 0.723 1.0306 0.1093 0.904 0.53 1.07 HTML_00_10 6.259 8.9019 0.9888 0.900 0.53 1.00 __HTML_LENGTH_1024_1536 0.034 0.0504 0.0005 0.989 0.53 1.67 DRUG_ED_SILD 0.039 0.0579 0.0013 0.977 0.53 2.50 MISSING_HB_SEP 9.375 13.4742 1.2001 0.918 0.53 1.72 MSGID_FROM_MTA_ID 0.032 0.0479 0.0000 1.000 0.53 1.96 HELO_DYNAMIC_VTR 0.041 0.0612 0.0017 0.972 0.53 2.61 TERRA_ES 0.049 0.0715 0.0030 0.960 0.53 1.85 FREE_PREVIEW 0.044 0.0654 0.0026 0.962 0.53 2.08 EXCUSE_24 0.061 0.0887 0.0050 0.947 0.53 0.14 OFFSHORE_SCAM 0.116 0.1688 0.0109 0.939 0.53 1.00 FROM_DOMAIN_NOVOWEL 0.031 0.0472 0.0001 0.997 0.52 1.00 __DRUGS_PAIN13 0.034 0.0506 0.0009 0.982 0.52 2.00 SENT_IN_COMPLIANCE 0.143 0.2075 0.0147 0.934 0.52 0.00 HTML_NONELEMENT_30_40 0.170 0.2464 0.0179 0.932 0.52 0.00 HTML_ATTR_UNIQUE 4.539 6.4017 0.8261 0.886 0.52 1.00 __HTML_LENGTH_1536_2048 0.031 0.0458 0.0001 0.997 0.52 1.00 __DRUGS_ERECTILE5 0.210 0.3038 0.0233 0.929 0.52 1.00 FROM_LOCAL_HEX 0.471 0.6742 0.0659 0.911 0.52 0.00 HTML_SHOUTING4 0.031 0.0001 0.0929 0.001 0.52 -15.00 USER_IN_DEF_WHITELIST 0.402 0.5736 0.0600 0.905 0.52 1.00 __DRUGS_PAIN10 0.030 0.0454 0.0001 0.997 0.52 1.54 FAKE_HELO_EMAIL_COM 0.721 1.0234 0.1179 0.897 0.52 1.00 __THEBAT_MUA_V1 0.059 0.0864 0.0051 0.944 0.52 2.35 HTML_ATTR_BAD 0.059 0.0854 0.0050 0.945 0.52 2.17 PORN_15 0.066 0.0964 0.0058 0.943 0.52 0.13 BILLION_DOLLARS 0.349 0.5004 0.0458 0.916 0.52 0.04 SEE_FOR_YOURSELF 0.177 0.2568 0.0194 0.930 0.52 1.00 SPOOF_COM2OTH 1.311 1.8660 0.2042 0.901 0.52 0.00 X_PRIORITY_HIGH 0.042 0.0621 0.0027 0.958 0.52 3.20 CHARSET_FARAWAY_HEADER 0.030 0.0448 0.0001 0.997 0.52 1.98 BANG_OPRAH 0.033 0.0490 0.0011 0.978 0.52 1.77 HEADER_COUNT_CTYPE 2.473 3.4841 0.4577 0.884 0.52 0.00 MIME_BOUND_NEXTPART 0.029 0.0432 0.0000 1.000 0.52 2.20 WITH_LC_SMTP 8.985 12.8678 1.2425 0.912 0.52 0.02 HTML_90_100 0.259 0.3738 0.0300 0.926 0.52 1.00 __DRUGS_PAIN8 0.028 0.0426 0.0000 1.000 0.52 3.20 CHARSET_FARAWAY 0.076 0.1107 0.0074 0.937 0.52 0.12 HTML_SHORT_COMMENT 0.179 0.2591 0.0206 0.926 0.52 0.08 SATIS_GUAR 0.109 0.1584 0.0113 0.933 0.52 1.62 PORN_URL_MISC 0.027 0.0411 0.0000 1.000 0.52 2.63 DEEP_DISC_MEDS 0.965 1.3677 0.1628 0.894 0.52 3.14 SPF_HELO_SOFTFAIL 0.166 0.2400 0.0190 0.927 0.52 1.00 __FRAUD_THJ 0.029 0.0434 0.0005 0.988 0.52 0.01 T_DIET_1 0.027 0.0407 0.0000 1.000 0.51 2.20 HELO_DYNAMIC_RR2 0.029 0.0430 0.0005 0.988 0.51 2.05 COMPETE 0.260 0.3746 0.0316 0.922 0.51 1.00 __ISO_2022_JP_DELIM 18.020 25.7065 2.6925 0.905 0.51 1.00 __REPTO_QUOTE 0.026 0.0398 0.0000 1.000 0.51 0.68 HARDCORE_PORN 0.030 0.0448 0.0009 0.979 0.51 1.00 __DRUGS_ANXIETY4 0.026 0.0393 0.0000 1.000 0.51 2.35 DRUGS_SMEAR1 0.030 0.0447 0.0011 0.977 0.51 2.08 RATWARE_RCVD_LC_ESMTP 27.413 39.0713 4.1652 0.904 0.51 0.18 MIME_HTML_ONLY 0.044 0.0640 0.0040 0.941 0.51 0.29 FORGED_EUDORAMAIL_RCVD 0.555 0.7903 0.0844 0.903 0.51 0.23 RISK_FREE 0.028 0.0422 0.0008 0.981 0.51 0.45 SUBJ_GUARANTEED 0.037 0.0535 0.0030 0.948 0.51 0.00 RCVD_IN_SORBS_ZOMBIE 0.039 0.0574 0.0032 0.947 0.51 0.00 LIVE_PORN 0.438 0.6236 0.0672 0.903 0.51 0.83 NO_OBLIGATION 0.023 0.0348 0.0000 1.000 0.51 0.00 FAKE_HELO_EUDORAMAIL 13.407 18.9011 2.4507 0.885 0.51 1.00 __REPTO_OVERQUOTE 6.976 9.8006 1.3422 0.880 0.51 1.00 __FROM_NEEDS_MIME 0.150 0.2158 0.0182 0.922 0.51 0.27 USERPASS 0.023 0.0340 0.0001 0.996 0.51 2.09 WRINKLES 0.046 0.0659 0.0050 0.930 0.51 2.45 MIME_CHARSET_FARAWAY 0.118 0.1704 0.0141 0.923 0.51 0.03 SAVE_THOUSANDS 0.752 1.0599 0.1389 0.884 0.50 1.34 SUBJ_HAS_UNIQ_ID 0.023 0.0338 0.0001 0.996 0.50 0.96 INVALID_DATE_TZ_ABSURD 0.028 0.0408 0.0012 0.971 0.50 0.02 PORN_16 0.090 0.1295 0.0112 0.921 0.50 1.00 FROM_EXCESS_BASE64 0.021 0.0315 0.0000 1.000 0.50 1.80 JAPANESE_UCE_SUBJECT 0.034 0.0492 0.0031 0.941 0.50 0.79 FIN_FREE 0.023 0.0343 0.0005 0.985 0.50 1.00 __FRAUD_UOQ 8.227 11.6170 1.4682 0.888 0.50 1.00 HTML_LINK_IMAGE_BUG 0.021 0.0319 0.0001 0.996 0.50 1.00 __DRUGS_PAIN9 0.021 0.0313 0.0000 1.000 0.50 1.86 MSGID_SPAM_ZEROES 0.024 0.0352 0.0008 0.978 0.50 1.83 BARGAIN_URL 0.019 0.0287 0.0000 1.000 0.50 1.73 HELO_DYNAMIC_NTL 0.025 0.0372 0.0011 0.972 0.50 2.07 DIET_3 2.504 3.4437 0.6288 0.846 0.50 0.04 HTML_FONT_INVISIBLE 0.248 0.3553 0.0344 0.912 0.50 1.00 __FRAUD_AUM 0.034 0.0500 0.0034 0.937 0.50 1.00 __FRAUD_ZFJ 0.341 0.4812 0.0613 0.887 0.50 0.07 DEAR_FRIEND 8.357 11.7826 1.5267 0.885 0.50 1.00 __TAG_EXISTS_CENTER 0.040 0.0579 0.0044 0.929 0.50 0.00 WHILE_YOU_SLEEP 0.016 0.0247 0.0000 1.000 0.50 1.58 TO_TXT 0.065 0.0929 0.0086 0.915 0.50 1.74 HAIR_LOSS 0.024 0.0353 0.0013 0.963 0.50 0.00 HIDDEN_CHARGES 1.207 1.6840 0.2560 0.868 0.50 1.30 UNDISC_RECIPS 1.160 1.6194 0.2448 0.869 0.50 1.00 __THEBAT_MUA 0.033 0.0478 0.0032 0.937 0.50 1.17 MEET_SINGLES 0.018 0.0274 0.0004 0.986 0.50 1.12 FAKE_HELO_YAHOO_CA 0.323 0.4554 0.0600 0.884 0.50 1.00 __DRUGS_PAIN_VIOXX 0.049 0.0710 0.0062 0.920 0.50 1.00 MSGID_LONG 0.015 0.0226 0.0000 1.000 0.50 0.98 YAHOO_DRS_REDIR 0.048 0.0691 0.0061 0.920 0.50 0.00 FREE_QUOTE_INSTANT 0.062 0.0884 0.0086 0.911 0.50 1.62 ADDR_NUMS_AT_BIGSITE 0.405 0.5719 0.0722 0.888 0.50 0.00 MISSING_DATE 2.238 3.0694 0.5795 0.841 0.50 0.00 HTML_TITLE_EMPTY 1.355 1.8811 0.3063 0.860 0.50 0.00 EXTRA_MPART_TYPE 0.014 0.0204 0.0000 1.000 0.49 1.52 HELO_DYNAMIC_HEXIP 24.897 34.7059 5.3373 0.867 0.49 1.00 __RFC_IGNORANT_ENVFROM 0.148 0.2124 0.0204 0.912 0.49 1.40 RCVD_IN_NJABL_RELAY 0.040 0.0569 0.0048 0.922 0.49 0.99 FAKE_HELO_LYCOS 6.110 8.4407 1.4611 0.852 0.49 0.04 MIME_QP_LONG_LINE 0.076 0.1084 0.0109 0.909 0.49 0.00 ML_MARKETING 0.014 0.0208 0.0003 0.987 0.49 1.00 __DRUGS_ANXIETY7 0.023 0.0332 0.0013 0.961 0.49 1.65 BE_BOSS 0.028 0.0409 0.0026 0.941 0.49 0.04 SUBJ_FOR_ONLY 0.013 0.0190 0.0000 1.000 0.49 1.64 DRUG_ED_COMBO 0.016 0.0235 0.0005 0.978 0.49 1.90 HTTP_CTRL_CHARS_HOST 0.014 0.0209 0.0004 0.981 0.49 1.53 FORGED_TELESP_RCVD 1.047 1.4501 0.2447 0.856 0.49 1.00 __FRAUD_WNY 1.269 1.7544 0.3014 0.853 0.49 0.10 HTML_IMAGE_RATIO_04 2.605 3.5031 0.8129 0.812 0.49 3.40 ADVANCE_FEE_1 0.012 0.0182 0.0000 1.000 0.49 1.42 NONEXISTENT_CHARSET 0.401 0.5650 0.0745 0.884 0.49 0.54 MAILTO_SUBJ_REMOVE 0.012 0.0183 0.0001 0.993 0.49 1.00 __DRUGS_MUSCLE2 9.520 13.0183 2.5454 0.836 0.49 1.00 __MIME_BASE64 1.011 1.4041 0.2264 0.861 0.49 1.00 __PLING_PLING 0.134 0.1911 0.0190 0.910 0.49 0.05 SUBJ_DOLLARS 1.188 1.6388 0.2904 0.849 0.49 1.00 __AT_HOTMAIL_MSGID 8.861 12.1024 2.3982 0.835 0.49 0.14 HTML_FONT_BIG 0.016 0.0240 0.0009 0.962 0.49 1.96 ROUND_THE_WORLD 1.008 1.3995 0.2264 0.861 0.49 0.03 PLING_PLING 0.125 0.1784 0.0176 0.910 0.49 1.00 __MIME_CHARSET_FARAWAY 0.019 0.0273 0.0013 0.953 0.49 1.00 __FRAUD_AXF 0.011 0.0159 0.0000 1.000 0.49 2.10 SUBJ_2_NUM_PARENS 12.667 17.1462 3.7348 0.821 0.49 1.00 __CTYPE_HTML 0.010 0.0152 0.0000 1.000 0.49 1.54 TO_RECIP_MARKER 0.012 0.0178 0.0004 0.978 0.49 1.91 HTML_BADTAG_80_90 0.010 0.0150 0.0000 1.000 0.49 1.90 PREST_NON_ACCREDITED 1.816 2.4817 0.4889 0.835 0.49 0.25 HTML_10_20 10.289 13.6543 3.5776 0.792 0.49 1.00 __OE_MUA 4.360 5.9434 1.2035 0.832 0.49 0.04 HTML_40_50 0.010 0.0146 0.0000 1.000 0.49 0.00 FROM_NONSENDING_DOMAIN 0.082 0.1165 0.0125 0.903 0.49 1.00 __MY_RCVD_EXCITE 0.009 0.0142 0.0000 1.000 0.49 1.00 __DRUGS_DIET2 0.011 0.0167 0.0004 0.976 0.48 1.00 __FRAUD_WFC 0.090 0.1278 0.0137 0.903 0.48 2.00 WEIRD_QUOTING 0.138 0.1970 0.0208 0.904 0.48 1.00 SUBJ_CONSONANTS 0.946 1.3110 0.2185 0.857 0.48 0.04 HTML_FONT_FACE_BAD 21.902 29.5681 6.6165 0.817 0.48 1.00 __HTML_LINK_IMAGE 0.009 0.0139 0.0000 1.000 0.48 1.94 HTML_OBFUSCATE_80_90 2.039 2.7565 0.6070 0.820 0.48 0.04 HTML_WEB_BUGS 0.009 0.0137 0.0000 1.000 0.48 100.00 USER_IN_BLACKLIST 30.893 41.6443 9.4540 0.815 0.48 1.00 __CTYPE_MULTIPART_ALT 0.229 0.3247 0.0394 0.892 0.48 0.76 WHY_WAIT 0.053 0.0752 0.0082 0.902 0.48 0.86 GET_PAID 0.872 1.2109 0.1958 0.861 0.48 1.00 SPF_HELO_NEUTRAL 1.042 1.4237 0.2798 0.836 0.48 0.00 DATE_IN_PAST_06_12 0.008 0.0126 0.0000 1.000 0.48 1.83 MICRO_CAP_WARNING 25.800 34.3927 8.6660 0.799 0.48 1.00 __HAS_X_PRIORITY 3.468 4.6769 1.0569 0.816 0.48 0.02 HTML_30_40 0.009 0.0127 0.0001 0.990 0.48 0.13 TO_NO_USER 0.008 0.0122 0.0000 1.000 0.48 2.10 RATWARE_JPFREE 0.391 0.5468 0.0807 0.871 0.48 1.00 __UPPERCASE_50_75 2.282 3.0149 0.8215 0.786 0.48 0.23 HTML_20_30 0.008 0.0117 0.0000 1.000 0.48 2.02 JS_FROMCHARCODE 0.008 0.0117 0.0000 1.000 0.48 1.00 __JS_FROMCHARCODE 1.749 2.3699 0.5117 0.822 0.48 0.00 DATE_IN_PAST_03_06 0.056 0.0786 0.0102 0.885 0.48 0.00 FREE_PORN 0.346 0.4840 0.0718 0.871 0.48 0.00 FROM_ENDS_IN_NUMS 0.008 0.0119 0.0001 0.989 0.48 0.00 NO_MEDICAL 0.138 0.1961 0.0219 0.899 0.48 1.00 FROM_LOCAL_DIGITS 0.008 0.0114 0.0000 1.000 0.48 2.00 HELO_DYNAMIC_VELOX 43.976 58.7716 14.4744 0.802 0.48 1.00 __MIME_HTML 0.018 0.0257 0.0023 0.918 0.48 1.00 __FRAUD_EZY 0.384 0.5365 0.0807 0.869 0.48 0.00 UPPERCASE_50_75 0.008 0.0121 0.0003 0.978 0.48 2.03 WE_HONOR_ALL 0.126 0.0100 0.3571 0.027 0.48 -1.00 RCVD_IN_IADB_VOUCHED 44.132 59.0049 14.4747 0.803 0.48 0.00 HTML_MESSAGE 17.658 23.3705 6.2668 0.789 0.48 1.00 __HAS_MSMAIL_PRI 37.252 49.2561 13.3154 0.787 0.48 1.00 __TAG_EXISTS_HTML 0.023 0.0332 0.0031 0.915 0.48 1.00 __DRUGS_PAIN14 20.733 26.9919 8.2532 0.766 0.48 1.00 __TAG_EXISTS_META 0.023 0.0324 0.0030 0.916 0.48 1.90 EARN_PER_WEEK 51.600 69.9885 14.9336 0.824 0.48 1.00 __ENV_AND_HDR_FROM_MATCH 0.230 0.3241 0.0417 0.886 0.48 1.80 ADDRESS_IN_SUBJECT 0.007 0.0104 0.0000 1.000 0.48 1.06 HDR_ORDER_MTSRIX 35.570 46.8186 13.1400 0.781 0.48 1.00 __TAG_EXISTS_BODY 0.007 0.0098 0.0000 1.000 0.48 0.01 T_HTML_IFRAME_SRC 0.006 0.0090 0.0000 1.000 0.48 1.90 REMOVE_POSTAL 0.006 0.0089 0.0000 1.000 0.48 1.00 __DRUGS_DIET3 1.351 1.8329 0.3892 0.825 0.47 1.00 URI_HEX 26.482 34.2942 10.9051 0.759 0.47 1.00 __TAG_EXISTS_HEAD 0.006 0.0084 0.0000 1.000 0.47 1.87 RCVD_BONUS_SPC_DATE 0.883 1.2143 0.2233 0.845 0.47 0.00 DIET_1 0.005 0.0078 0.0000 1.000 0.47 1.00 __DRUGS_MUSCLE4 4.154 5.5312 1.4073 0.797 0.47 0.11 HTML_TAG_EXIST_TBODY 14.416 18.6627 5.9469 0.758 0.47 1.00 __ANY_OUTLOOK_MUA 10.262 13.1742 4.4548 0.747 0.47 1.00 __RATWARE_0_TZ_DATE 16.166 20.3784 7.7655 0.724 0.47 1.00 __HAS_OUTLOOK_IN_MAILER 0.006 0.0088 0.0003 0.970 0.47 1.00 __DRUGS_ANXIETY8 0.008 0.0112 0.0007 0.943 0.47 1.00 __DRUGS_ERECTILE4 11.885 15.4209 4.8354 0.761 0.47 1.00 __MSGID_DOLLARS_MAYBE 0.005 0.0073 0.0000 1.000 0.47 1.77 HTML_OBFUSCATE_90_100 2.608 3.4057 1.0175 0.770 0.47 1.00 __OIMO_MSGID 12.309 15.9035 5.1429 0.756 0.47 0.07 RCVD_BY_IP 0.569 0.7879 0.1322 0.856 0.47 1.00 SUBJECT_EXCESS_QP 0.011 0.0150 0.0017 0.896 0.47 1.60 FAKED_UNDISC_RECIPS 0.005 0.0076 0.0001 0.983 0.47 1.00 __RUDE_HTML_2 0.005 0.0069 0.0000 1.000 0.47 0.00 FORGED_AOL_RCVD 4.092 5.4266 1.4307 0.791 0.47 1.00 __HOTMAIL_OIP 0.004 0.0067 0.0000 1.000 0.47 1.00 __DRUGS_DIET7 7.897 10.0427 3.6188 0.735 0.47 0.15 HTML_80_90 41.147 53.0175 17.4756 0.752 0.47 1.00 __RCVD_IN_SORBS 0.762 1.0492 0.1896 0.847 0.47 0.70 DATE_IN_PAST_12_24 32.405 40.9620 15.3409 0.728 0.47 1.00 __RCVD_IN_NJABL 0.004 0.0057 0.0001 0.977 0.47 1.00 __DRUGS_MUSCLE5 0.003 0.0049 0.0000 1.000 0.47 1.00 __DRUGS_ERECTILE11 39.431 49.7879 18.7794 0.726 0.47 1.00 __CTYPE_HAS_BOUNDARY 11.403 14.2350 5.7571 0.712 0.47 1.00 __FRAUD_DBI 0.043 0.0599 0.0086 0.874 0.47 0.32 DIET_2 15.436 19.0081 8.3132 0.696 0.47 1.00 __MSGID_RANDY 0.014 0.0198 0.0030 0.870 0.47 0.10 AMAZING_STUFF 0.376 0.5195 0.0904 0.852 0.47 0.53 HTML_FONT_SIZE_TINY 1.116 1.5060 0.3388 0.816 0.47 0.02 HTML_SHOUTING3 0.075 0.1057 0.0144 0.880 0.47 0.02 HTML_SHOUTING5 0.003 0.0038 0.0000 1.000 0.47 1.52 HELO_DYNAMIC_TELIA 4.503 5.9619 1.5927 0.789 0.47 0.00 BAYES_50 4.470 5.9384 1.5419 0.794 0.47 0.09 HTML_50_60 2.618 3.4022 1.0553 0.763 0.47 1.00 __RATWARE_NAME_ID 0.571 0.7890 0.1370 0.852 0.47 0.12 MAILTO_TO_REMOVE 0.002 0.0000 0.0071 0.000 0.47 -6.00 USER_IN_WHITELIST_TO 2.141 2.7658 0.8946 0.756 0.47 1.00 __HOTMAIL_RCVD 0.056 0.0786 0.0118 0.869 0.47 2.13 NUMERIC_HTTP_ADDR 9.935 12.5612 4.6969 0.728 0.46 1.00 __OE_MSGID_2 0.002 0.0032 0.0000 1.000 0.46 1.00 __DRUGS_PAIN12 9.933 12.5583 4.6969 0.728 0.46 1.00 __OUTLOOK_DOLLARS_MSGID 0.148 0.2088 0.0280 0.882 0.46 0.23 IP_LINK_PLUS 7.886 9.7986 4.0732 0.706 0.46 1.00 __NEXTPART_ALL 0.002 0.0029 0.0000 1.000 0.46 1.00 __DRUGS_PAIN11 0.041 0.0577 0.0087 0.868 0.46 1.12 EXCUSE_4 6.296 7.7062 3.4839 0.689 0.46 1.00 __FROM_YAHOO_COM 4.843 6.3100 1.9180 0.767 0.46 0.00 HTML_60_70 0.003 0.0044 0.0004 0.916 0.46 1.00 __DRUGS_ANXIETY6 10.070 12.6955 4.8353 0.724 0.46 1.00 __MSGID_DOLLARS_OK 0.002 0.0032 0.0001 0.959 0.46 0.01 T_PH_SEC 5.235 6.6203 2.4728 0.728 0.46 0.00 HTML_70_80 0.156 0.2193 0.0298 0.880 0.46 0.77 URI_OFFERS 0.138 0.1941 0.0261 0.882 0.46 1.00 LOCALPART_IN_SUBJECT 0.002 0.0028 0.0001 0.955 0.46 2.29 RATWARE_STORM_URI 0.001 0.0020 0.0000 1.000 0.46 1.63 YOU_CAN_SEARCH 0.001 0.0020 0.0000 1.000 0.46 1.00 __DRUGS_ANXIETY9 0.005 0.0069 0.0009 0.880 0.46 1.27 CONFIDENTIAL_ORDER 0.085 0.1187 0.0165 0.878 0.46 1.83 ADDR_FREE 0.001 0.0017 0.0000 1.000 0.46 1.64 YAHOO_RD_REDIR 0.124 0.1746 0.0225 0.886 0.46 0.03 HTML_FONT_SIZE_NONE 0.001 0.0015 0.0000 1.000 0.46 1.57 HELO_DYNAMIC_CHELLO_NO 1.882 2.4638 0.7223 0.773 0.46 0.67 SUBJ_ALL_CAPS 1.016 1.3635 0.3235 0.808 0.46 1.00 __SUBJECT_ENCODED_QP 0.001 0.0014 0.0000 1.000 0.46 1.00 __FROM_EBAY 2.617 3.3853 1.0841 0.757 0.46 1.00 __FROM_HOTMAIL_COM 0.002 0.0027 0.0004 0.870 0.46 1.00 __DRUGS_DIET4 0.241 0.3308 0.0610 0.844 0.46 0.00 SUB_FREE_OFFER 0.034 0.0469 0.0075 0.862 0.46 0.03 DISGUISE_PORN 0.001 0.0010 0.0000 1.000 0.46 0.01 T_EB_PHISH 0.166 0.2317 0.0339 0.872 0.46 1.00 HTML_LINK_OPT_OUT 0.001 0.0011 0.0001 0.889 0.46 1.00 __DRUGS_PAIN6 0.001 0.0009 0.0000 1.000 0.46 1.00 __FROM_PAYPAL 98.615 98.3874 99.0681 0.498 0.46 1.00 __TOCC_EXISTS 89.405 88.3564 91.4947 0.491 0.46 1.00 __MIME_VERSION 74.461 71.7470 79.8740 0.473 0.46 1.00 __MSGID_OK_HOST 0.362 0.4944 0.0968 0.836 0.46 0.10 TO_EMPTY 0.001 0.0015 0.0004 0.786 0.46 1.70 FORGED_GW05_RCVD 93.063 92.8523 93.4835 0.498 0.46 1.00 __CT 40.156 42.6348 35.2125 0.548 0.46 1.00 __HAS_X_MAILER 0.386 0.5255 0.1078 0.830 0.46 0.00 MIME_MISSING_BOUNDARY 11.690 13.4678 8.1452 0.623 0.46 1.00 __MIMEOLE_MS 0.000 0.0005 0.0000 1.000 0.46 0.01 T_PH_REC 0.130 0.1821 0.0261 0.875 0.46 0.30 FROM_STARTS_WITH_NUMS 0.000 0.0003 0.0000 1.000 0.46 0.01 T_PP_PHISH 0.000 0.0003 0.0000 1.000 0.46 0.00 RESISTANCE_IS_FUTILE 0.220 0.3046 0.0526 0.853 0.46 1.00 __FRAUD_TDP 97.896 96.9318 99.8174 0.493 0.45 1.00 __SANE_MSGID 0.695 0.9465 0.1941 0.830 0.45 1.00 __RECEIVED_DAV 0.001 0.0007 0.0003 0.715 0.45 1.00 __DRUGS_DIET5 27.817 31.7581 19.9590 0.614 0.45 1.00 __MIME_QP 98.969 98.5115 99.8807 0.497 0.45 1.00 __HAS_MSGID 98.356 97.6049 99.8526 0.494 0.45 1.00 __HAS_SUBJECT 99.528 99.3115 99.9590 0.498 0.45 1.00 __NONEMPTY_BODY 0.001 0.0007 0.0004 0.626 0.45 1.00 __FRAUD_WDR 0.000 0.0001 0.0000 1.000 0.45 1.65 RATWARE_HASH_DASH 0.000 0.0001 0.0000 1.000 0.45 1.00 __DRUGS_DIET8 99.979 99.9738 99.9898 0.500 0.45 1.00 __HAS_RCVD 0.000 0.0000 0.0000 0.500 0.45 100.00 SUBJECT_IN_BLACKLIST 0.000 0.0000 0.0000 0.500 0.45 0.01 T_FROM_FORMAT 0.000 0.0000 0.0000 0.500 0.45 -5.00 HASHCASH_HIGH 0.000 0.0000 0.0000 0.500 0.45 1.44 MSGID_SPAM_99X9XX99 0.000 0.0000 0.0000 0.500 0.45 0.00 DK_POLICY_SIGNSOME 0.000 0.0000 0.0000 0.500 0.45 0.00 DK_SIGNED 0.000 0.0000 0.0000 0.500 0.45 10.00 USER_IN_BLACKLIST_TO 0.000 0.0000 0.0000 0.500 0.45 0.00 DK_POLICY_SIGNALL 0.000 0.0000 0.0000 0.500 0.45 -3.00 HASHCASH_24 0.000 0.0000 0.0000 0.500 0.45 0.10 MICROSOFT_EXECUTABLE 0.000 0.0000 0.0000 0.500 0.45 0.00 DK_POLICY_TESTING 0.000 0.0000 0.0000 0.500 0.45 0.50 HTML_CHARSET_FARAWAY 0.000 0.0000 0.0000 0.500 0.45 -4.30 HABEAS_ACCREDITED_SOI 0.000 0.0000 0.0000 0.500 0.45 -20.00 USER_IN_MORE_SPAM_TO 0.000 0.0000 0.0000 0.500 0.45 0.00 RCVD_IN_MAPS_RSS 0.000 0.0000 0.0000 0.500 0.45 0.10 MIME_SUSPECT_NAME 0.000 0.0000 0.0000 0.500 0.45 1.00 __HTML_CHARSET_FARAWAY 0.000 0.0000 0.0000 0.500 0.45 0.00 RCVD_IN_SORBS_BLOCK 0.000 0.0000 0.0000 0.500 0.45 0.00 RCVD_IN_MAPS_DUL 0.000 0.0000 0.0000 0.500 0.45 -4.00 HASHCASH_25 0.000 0.0000 0.0000 0.500 0.45 0.00 RCVD_IN_MAPS_RBL 0.000 0.0000 0.0000 0.500 0.45 -1.00 HASHCASH_22 0.000 0.0000 0.0000 0.500 0.45 0.00 RCVD_IN_NJABL_MULTI 0.000 0.0000 0.0000 0.500 0.45 -0.50 HASHCASH_20 0.000 0.0000 0.0000 0.500 0.45 1.00 AWL 0.000 0.0000 0.0000 0.500 0.45 1.50 RAZOR2_CF_RANGE_E8_51_100 0.000 0.0000 0.0000 0.500 0.45 1.00 __DRUGS_SLEEP3 0.000 0.0000 0.0000 0.500 0.45 2.80 UNWANTED_LANGUAGE_BODY 0.000 0.0000 0.0000 0.500 0.45 1.50 RAZOR2_CF_RANGE_E4_51_100 0.000 0.0000 0.0000 0.500 0.45 -0.00 DK_VERIFIED 0.000 0.0000 0.0000 0.500 0.45 -100.00 USER_IN_SPF_WHITELIST 0.000 0.0000 0.0000 0.500 0.45 -0.70 HASHCASH_21 0.000 0.0000 0.0000 0.500 0.45 0.00 RCVD_IN_NJABL_CGI 0.000 0.0000 0.0000 0.500 0.45 1.50 BODY_8BITS 0.000 0.0000 0.0000 0.500 0.45 0.10 HASHCASH_2SPEND 0.000 0.0000 0.0000 0.500 0.45 2.14 MSGID_FROM_MTA_HOTMAIL 0.000 0.0000 0.0000 0.500 0.45 0.00 ACCESSDB 0.000 0.0000 0.0000 0.500 0.45 0.00 RCVD_IN_MAPS_NML 0.000 0.0000 0.0000 0.500 0.45 -100.00 USER_IN_ALL_SPAM_TO 0.000 0.0000 0.0000 0.500 0.45 -2.00 HASHCASH_23 0.000 0.0000 0.0000 0.500 0.45 -0.20 HABEAS_CHECKED 0.000 0.0000 0.0000 0.500 0.45 -100.00 SUBJECT_IN_WHITELIST 0.169 0.2348 0.0371 0.864 0.45 1.00 __FRAUD_FBI 0.715 0.9691 0.2093 0.822 0.45 0.06 FROM_HAS_ULINE_NUMS 0.014 0.0191 0.0046 0.807 0.45 1.00 __DRUGS_ANXIETY2 42.785 37.2223 53.8758 0.409 0.45 1.00 __MSGID_OK_DIGITS 0.000 0.0003 0.0004 0.401 0.45 1000.00 GTUBE 15.607 17.1711 12.4875 0.579 0.45 1.00 __MSGID_OK_HEX 0.000 0.0000 0.0003 0.000 0.45 1.00 __DRUGS_SLEEP4 0.099 0.1388 0.0208 0.869 0.45 0.24 CONSOLIDATE_DEBT 21.533 23.9088 16.7952 0.587 0.45 1.00 __CTYPE_CHARSET_QUOTED 29.996 30.0171 29.9551 0.501 0.45 0.00 UNPARSEABLE_RELAY 0.062 0.0850 0.0148 0.852 0.45 1.61 SOME_BREAKTHROUGH 0.000 0.0000 0.0004 0.000 0.45 2.50 FRAGMENTED_MESSAGE 5.413 6.3144 3.6155 0.636 0.45 1.00 __NEXTPART_NORMAL 0.051 0.0705 0.0129 0.845 0.45 2.59 HTML_FONT_SIZE_HUGE 12.933 13.8053 11.1923 0.552 0.45 1.00 __HAS_MIMEOLE 40.797 32.5964 57.1479 0.363 0.45 1.00 __UNUSABLE_MSGID 0.065 0.0898 0.0161 0.848 0.45 0.00 SUBJ_YOUR_OWN 41.839 34.1548 57.1618 0.374 0.45 1.00 __CTE 0.222 0.3019 0.0621 0.829 0.44 0.09 DATE_IN_PAST_24_48 0.029 0.0396 0.0078 0.835 0.44 0.20 EXCUSE_12 0.263 0.3586 0.0717 0.833 0.44 1.00 __OBFUSCATING_COMMENT_B 0.036 0.0053 0.0961 0.053 0.44 -8.00 HABEAS_ACCREDITED_COI 0.025 0.0338 0.0073 0.823 0.44 1.00 __RUDE_HTML_3 0.001 0.0011 0.0020 0.349 0.44 2.50 HIGH_CODEPAGE_URI 1.780 2.2020 0.9385 0.701 0.44 0.03 UPPERCASE_25_50 1.788 2.2133 0.9386 0.702 0.44 1.00 __UPPERCASE_25_50 0.152 0.0183 0.4198 0.042 0.44 -3.30 ALL_TRUSTED 0.108 0.1502 0.0254 0.855 0.44 0.79 FORGED_JUNO_RCVD 41.006 25.9560 71.0172 0.268 0.44 1.00 __CT_TEXT_PLAIN 21.921 18.9523 27.8419 0.405 0.44 0.00 FORGED_RCVD_HELO 0.162 0.2217 0.0415 0.842 0.44 0.01 SOMETHING_FOR_ADULTS 0.580 0.7836 0.1737 0.819 0.44 0.09 HOT_NASTY 2.004 2.4769 1.0607 0.700 0.44 1.00 __OUTLOOK_DOLLARS_MUA 0.015 0.0191 0.0063 0.752 0.44 0.45 JOIN_MILLIONS 0.333 0.0546 0.8887 0.058 0.44 -4.30 RCVD_IN_BSP_TRUSTED 0.542 0.7319 0.1643 0.817 0.44 0.37 PLING_QUERY 0.071 0.0978 0.0187 0.840 0.44 0.00 BEST_PORN 0.074 0.1013 0.0192 0.841 0.43 0.00 GUARANTEED_STUFF 0.500 0.6738 0.1533 0.815 0.43 1.00 FROM_EXCESS_QP 0.056 0.0767 0.0161 0.826 0.43 0.45 EXTRA_CASH 0.121 0.1677 0.0288 0.854 0.43 0.00 HTML_NONELEMENT_20_30 0.026 0.0351 0.0093 0.791 0.43 0.94 FREE_SAMPLE 0.034 0.0452 0.0113 0.800 0.43 1.00 MISSING_MIME_HB_SEP 0.813 1.0580 0.3235 0.766 0.43 0.00 HTML_BACKHAIR_2 8.477 8.2329 8.9640 0.479 0.43 0.01 NO_REAL_NAME 0.021 0.0270 0.0079 0.773 0.43 0.65 HTML_SHOUTING7 0.212 0.2857 0.0659 0.813 0.43 0.00 SUBJ_FREE_CAP 0.599 0.7994 0.1987 0.801 0.43 0.00 NO_COST 0.270 0.3630 0.0834 0.813 0.43 0.02 EXCUSE_10 0.055 0.0739 0.0167 0.816 0.43 2.19 TO_MALFORMED 0.189 0.2512 0.0641 0.797 0.42 0.00 URI_IS_POUND 8.166 5.0116 14.4555 0.257 0.42 -0.00 SPF_HELO_PASS 1.355 1.5898 0.8870 0.642 0.42 0.05 MSGID_FROM_MTA_HEADER 0.648 0.8486 0.2473 0.774 0.42 0.11 CLICK_BELOW_CAPS 1.385 1.6126 0.9319 0.634 0.42 1.00 TO_CC_NONE 0.046 0.0616 0.0159 0.795 0.42 0.00 FREE_ACCESS 0.427 0.5627 0.1573 0.782 0.42 0.00 MORTGAGE_PITCH 0.147 0.1974 0.0450 0.814 0.42 0.98 RATWARE_HASH_2_V2 1.650 1.9360 1.0795 0.642 0.42 0.11 MIME_HEADER_CTYPE_ONLY 0.002 0.0003 0.0044 0.071 0.42 1.00 __USER_AGENT_MSN 2.481 2.7682 1.9072 0.592 0.42 0.00 HTML_BADTAG_00_10 0.140 0.1891 0.0430 0.815 0.41 0.00 OPTING_OUT_CAPS 0.341 0.4457 0.1330 0.770 0.41 0.00 HTML_BADTAG_10_20 5.902 5.1690 7.3646 0.412 0.41 1.00 __COMMENT_EXISTS 0.038 0.0490 0.0151 0.765 0.41 1.27 FULL_REFUND 0.033 0.0428 0.0133 0.763 0.41 0.79 RECEIVE_OFFER 0.119 0.1607 0.0354 0.820 0.41 0.14 MORTGAGE_BEST 0.692 0.8780 0.3213 0.732 0.41 0.00 LOW_PRICE 0.348 0.4527 0.1390 0.765 0.41 1.00 __FRAUD_ETX 0.736 0.9244 0.3607 0.719 0.41 1.52 BLANK_LINES_70_80 0.543 0.6992 0.2325 0.750 0.40 0.52 HTML_EVENT_UNSAFE 0.004 0.0027 0.0067 0.286 0.40 2.50 HEAD_LONG 0.133 0.1773 0.0450 0.797 0.40 0.04 RATWARE_HASH_2 0.736 0.9147 0.3790 0.707 0.40 1.00 __HAS_SQUIRRELMAIL_IN_MAILER 0.844 1.0072 0.5195 0.660 0.40 0.19 REMOVE_PAGE 2.413 2.4352 2.3693 0.507 0.40 0.00 MAILTO_TO_SPAM_ADDR 0.158 0.2053 0.0645 0.761 0.40 1.70 EXCUSE_6 1.978 2.1975 1.5397 0.588 0.40 1.00 __BAT_BOUNDARY 0.061 0.0784 0.0251 0.757 0.40 0.00 DATE_IN_PAST_48_96 0.841 0.9997 0.5248 0.656 0.39 0.02 NO_RDNS_DOTCOM_HELO 0.158 0.2037 0.0657 0.756 0.39 1.00 __FRAUD_GAN 0.117 0.1529 0.0441 0.776 0.39 0.20 MORTGAGE_RATES 0.391 0.4955 0.1815 0.732 0.39 1.00 __FRAUD_AON 0.659 0.8080 0.3613 0.691 0.39 1.00 URI_DIGITS 0.049 0.0624 0.0227 0.733 0.39 0.06 HIDE_WIN_STATUS 1.425 1.4582 1.3590 0.518 0.38 0.00 HTML_NONELEMENT_00_10 0.088 0.1134 0.0386 0.746 0.38 0.98 FROM_NO_USER 0.051 0.0130 0.1267 0.093 0.38 -0.10 RCVD_IN_BSP_OTHER 0.039 0.0481 0.0211 0.695 0.38 1.64 REPLY_TO_EMPTY 0.148 0.0355 0.3734 0.087 0.37 -0.00 NO_RELAYS 0.030 0.0363 0.0183 0.665 0.37 0.00 HTML_SHOUTING6 1.158 1.2040 1.0657 0.530 0.37 0.12 MISSING_HEADERS 0.016 0.0171 0.0149 0.533 0.37 1.00 __MSGID_COMMENT 0.658 0.7732 0.4272 0.644 0.37 0.13 HTML_IMAGE_RATIO_06 0.345 0.4281 0.1803 0.704 0.37 0.38 FROM_NO_LOWER 0.806 0.8832 0.6526 0.575 0.37 0.00 HTML_NONELEMENT_10_20 0.014 0.0131 0.0145 0.475 0.37 1.00 __FRAUD_UUY 2.460 1.8473 3.6820 0.334 0.36 1.00 __MSGID_BEFORE_RECEIVED 13.488 3.7180 32.9695 0.101 0.36 1.00 __USER_AGENT 0.004 0.0006 0.0120 0.048 0.36 0.89 MIME_BOUND_DIGITS_7 1.472 1.3670 1.6812 0.448 0.36 0.01 URI_REDIRECTOR 1.247 1.1988 1.3429 0.472 0.36 1.00 __EUDORA_MUA 0.311 0.0880 0.7556 0.104 0.36 -0.41 BAYES_05 1.361 1.2822 1.5172 0.458 0.36 1.00 __IMS_MUA 1.360 1.2819 1.5172 0.458 0.36 1.00 __ANY_IMS_MUA 0.298 0.3609 0.1734 0.675 0.35 0.00 LOTS_OF_STUFF 1.287 1.1994 1.4603 0.451 0.35 1.00 __ANY_QUALCOMM_MUA 2.625 2.1901 3.4918 0.385 0.35 -0.00 SPF_PASS 0.201 0.2378 0.1261 0.653 0.35 0.00 BANG_MORE 1.068 1.0267 1.1512 0.471 0.35 1.00 __OIMO_MUA 0.378 0.4389 0.2573 0.630 0.35 0.11 WEIRD_PORT 1.149 1.0509 1.3441 0.439 0.34 1.00 __HOTMAIL_SMTPSVC 5.492 2.4349 11.5883 0.174 0.34 1.00 __MOZILLA_MSGID 0.164 0.1922 0.1070 0.642 0.34 1.00 __FRAUD_ULK 0.073 0.0848 0.0493 0.632 0.34 0.09 ACT_NOW_CAPS 0.431 0.4843 0.3255 0.598 0.34 0.03 HTML_IMAGE_RATIO_08 0.188 0.2189 0.1269 0.633 0.34 0.01 PORN_URL_SEX 0.377 0.1622 0.8048 0.168 0.32 -1.95 BAYES_20 0.860 0.7782 1.0217 0.432 0.32 1.00 __AOL_FROM 0.807 0.7070 1.0079 0.412 0.32 1.00 __FROM_AOL_COM 0.103 0.1120 0.0838 0.572 0.31 2.00 BLANK_LINES_90_100 0.929 0.7829 1.2192 0.391 0.31 1.00 __FROM_ENCODED_QP 0.723 0.5749 1.0195 0.361 0.30 1.00 __FRAUD_MLY 0.023 0.0175 0.0340 0.340 0.29 0.00 FROM_AND_TO_SAME 0.075 0.0754 0.0752 0.501 0.29 1.00 __JS_DOCWRITE 0.452 0.4101 0.5354 0.434 0.29 0.03 TO_ADDRESS_EQ_REAL 0.076 0.0763 0.0769 0.498 0.29 0.00 HTML_COMMENT_SHORT 0.596 0.4691 0.8476 0.356 0.29 1.00 __AT_AOL_MSGID 0.116 0.1117 0.1257 0.470 0.28 1.00 URI_NO_WWW_ANY_CGI 0.174 0.1748 0.1722 0.504 0.27 0.25 HTML_FONT_FACE_CAPS 0.401 0.2655 0.6706 0.284 0.27 -1.10 BAYES_40 2.164 0.8771 4.7308 0.156 0.27 1.00 __X_MAILER_APPLEMAIL 1.475 0.6888 3.0420 0.185 0.26 1.00 __MIME_ATTACHMENT 1.959 0.7763 4.3181 0.152 0.26 1.00 __MIME_VERSION_APPLEMAIL 0.577 0.3856 0.9582 0.287 0.26 1.00 __IMS_HTML_RCVD 2.037 0.7637 4.5747 0.143 0.25 1.00 __USER_AGENT_APPLEMAIL 0.947 0.5241 1.7917 0.226 0.25 1.00 __FORGED_RCVD_TRAIL 0.533 0.3334 0.9319 0.264 0.25 1.00 __FRAUD_PTS 0.031 0.0141 0.0649 0.178 0.24 1.00 __OUTLOOK_DOLLARS_OTHER 0.021 0.0262 0.0102 0.719 0.24 -0.00 NO_RECEIVED 0.310 0.2314 0.4664 0.332 0.24 0.00 BLANK_LINES_80_90 0.232 0.1587 0.3782 0.296 0.24 -1.00 __RCVD_IN_IADB 5.969 0.8540 16.1697 0.050 0.23 1.00 __CD 0.460 0.2563 0.8661 0.228 0.22 1.00 __IMS_HTML_BUILDS 1.315 0.4090 3.1208 0.116 0.21 1.00 __MSGID_BEFORE_OKAY 3.932 0.4906 10.7938 0.043 0.19 1.00 __HAS_X_MAILING_LIST 0.271 0.1455 0.5219 0.218 0.18 1.00 __MOZILLA_MUA 0.682 0.2779 1.4891 0.157 0.18 1.00 __EUDORA_MSGID 5.725 0.5140 16.1171 0.031 0.18 1.00 __HAS_X_LOOP 9.478 0.4090 27.5615 0.015 0.14 1.00 __MAILMAN_21 0.056 0.0078 0.1515 0.049 0.14 1.00 __OE_MSGID_3 0.049 0.0002 0.1478 0.001 0.13 1.00 __X_NEWSREADER 1.088 0.1906 2.8767 0.062 0.12 1.00 __IS_EXCH 0.098 0.0119 0.2693 0.042 0.10 1.00 __OE_MSGID_1 1.576 0.1062 4.5067 0.023 0.05 1.00 __IMS_MSGID 1.129 0.0391 3.3015 0.012 0.00 1.00 __MSGID_APPLEMAIL