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Posted to commits@spamassassin.apache.org by jm...@apache.org on 2007/02/25 17:27:03 UTC
svn commit: r511540 [5/5] - in /spamassassin/trunk/rules: 50_scores.cf
STATISTICS-set0.txt STATISTICS-set1.txt STATISTICS-set2.txt
STATISTICS-set3.txt
Modified: spamassassin/trunk/rules/STATISTICS-set3.txt
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rules/STATISTICS-set3.txt?view=diff&rev=511540&r1=511539&r2=511540
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set3.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set3.txt Sun Feb 25 08:27:03 2007
@@ -3,160 +3,160 @@
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53068 99.96%
-# Correctly spam: 122508 98.97%
-# False positives: 23 0.04%
-# False negatives: 1270 1.03%
-# TCR(l=50): 51.147934 SpamRecall: 98.974% SpamPrec: 99.981%
+# Correctly non-spam: 67503 99.93%
+# Correctly spam: 117457 98.63%
+# False positives: 47 0.07%
+# False negatives: 1626 1.37%
+# TCR(l=50): 29.950453 SpamRecall: 98.635% SpamPrec: 99.960%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
-# Correctly non-spam: 632 1.19%
-# Correctly spam: 123778 100.00%
-# False positives: 52459 98.81%
+# Correctly non-spam: 718 1.06%
+# Correctly spam: 119083 100.00%
+# False positives: 66832 98.94%
# False negatives: 0 0.00%
-# TCR(l=50): 0.047190 SpamRecall: 100.000% SpamPrec: 70.234%
+# TCR(l=50): 0.035637 SpamRecall: 100.000% SpamPrec: 64.052%
# SUMMARY for threshold -3.0:
-# Correctly non-spam: 863 1.63%
-# Correctly spam: 123778 100.00%
-# False positives: 52228 98.37%
-# False negatives: 0 0.00%
-# TCR(l=50): 0.047399 SpamRecall: 100.000% SpamPrec: 70.326%
+# Correctly non-spam: 796 1.18%
+# Correctly spam: 119082 100.00%
+# False positives: 66754 98.82%
+# False negatives: 1 0.00%
+# TCR(l=50): 0.035678 SpamRecall: 99.999% SpamPrec: 64.079%
# SUMMARY for threshold -2.0:
-# Correctly non-spam: 43647 82.21%
-# Correctly spam: 123767 99.99%
-# False positives: 9444 17.79%
-# False negatives: 11 0.01%
-# TCR(l=50): 0.262124 SpamRecall: 99.991% SpamPrec: 92.910%
+# Correctly non-spam: 49099 72.69%
+# Correctly spam: 119081 100.00%
+# False positives: 18451 27.31%
+# False negatives: 2 0.00%
+# TCR(l=50): 0.129080 SpamRecall: 99.998% SpamPrec: 86.584%
# SUMMARY for threshold -1.0:
-# Correctly non-spam: 48621 91.58%
-# Correctly spam: 123761 99.99%
-# False positives: 4470 8.42%
-# False negatives: 17 0.01%
-# TCR(l=50): 0.553774 SpamRecall: 99.986% SpamPrec: 96.514%
-
-# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53068 99.96%
-# Correctly spam: 122508 98.97%
-# False positives: 23 0.04%
-# False negatives: 1270 1.03%
-# TCR(l=50): 51.147934 SpamRecall: 98.974% SpamPrec: 99.981%
+# Correctly non-spam: 55498 82.16%
+# Correctly spam: 119080 100.00%
+# False positives: 12052 17.84%
+# False negatives: 3 0.00%
+# TCR(l=50): 0.197614 SpamRecall: 99.997% SpamPrec: 90.809%
+
+# SUMMARY for threshold 0.0:
+# Correctly non-spam: 61767 91.44%
+# Correctly spam: 119069 99.99%
+# False positives: 5783 8.56%
+# False negatives: 14 0.01%
+# TCR(l=50): 0.411818 SpamRecall: 99.988% SpamPrec: 95.368%
# SUMMARY for threshold 1.0:
-# Correctly non-spam: 52223 98.37%
-# Correctly spam: 123638 99.89%
-# False positives: 868 1.63%
-# False negatives: 140 0.11%
-# TCR(l=50): 2.842857 SpamRecall: 99.887% SpamPrec: 99.303%
+# Correctly non-spam: 65548 97.04%
+# Correctly spam: 119015 99.94%
+# False positives: 2002 2.96%
+# False negatives: 68 0.06%
+# TCR(l=50): 1.188833 SpamRecall: 99.943% SpamPrec: 98.346%
# SUMMARY for threshold 2.0:
-# Correctly non-spam: 52742 99.34%
-# Correctly spam: 123543 99.81%
-# False positives: 349 0.66%
-# False negatives: 235 0.19%
-# TCR(l=50): 6.999039 SpamRecall: 99.810% SpamPrec: 99.718%
+# Correctly non-spam: 66637 98.65%
+# Correctly spam: 118922 99.86%
+# False positives: 913 1.35%
+# False negatives: 161 0.14%
+# TCR(l=50): 2.599441 SpamRecall: 99.865% SpamPrec: 99.238%
# SUMMARY for threshold 3.0:
-# Correctly non-spam: 52914 99.67%
-# Correctly spam: 123413 99.71%
-# False positives: 177 0.33%
-# False negatives: 365 0.29%
-# TCR(l=50): 13.432230 SpamRecall: 99.705% SpamPrec: 99.857%
+# Correctly non-spam: 67217 99.51%
+# Correctly spam: 118784 99.75%
+# False positives: 333 0.49%
+# False negatives: 299 0.25%
+# TCR(l=50): 7.025960 SpamRecall: 99.749% SpamPrec: 99.720%
# SUMMARY for threshold 4.0:
-# Correctly non-spam: 53019 99.86%
-# Correctly spam: 123083 99.44%
-# False positives: 72 0.14%
-# False negatives: 695 0.56%
-# TCR(l=50): 28.819092 SpamRecall: 99.439% SpamPrec: 99.942%
+# Correctly non-spam: 67427 99.82%
+# Correctly spam: 118052 99.13%
+# False positives: 123 0.18%
+# False negatives: 1031 0.87%
+# TCR(l=50): 16.583066 SpamRecall: 99.134% SpamPrec: 99.896%
# SUMMARY for threshold 4.5:
-# Correctly non-spam: 53041 99.91%
-# Correctly spam: 122861 99.26%
-# False positives: 50 0.09%
-# False negatives: 917 0.74%
-# TCR(l=50): 36.224173 SpamRecall: 99.259% SpamPrec: 99.959%
+# Correctly non-spam: 67469 99.88%
+# Correctly spam: 117840 98.96%
+# False positives: 81 0.12%
+# False negatives: 1243 1.04%
+# TCR(l=50): 22.498205 SpamRecall: 98.956% SpamPrec: 99.931%
# SUMMARY for threshold 5.5:
-# Correctly non-spam: 53072 99.96%
-# Correctly spam: 122282 98.79%
-# False positives: 19 0.04%
-# False negatives: 1496 1.21%
-# TCR(l=50): 50.604252 SpamRecall: 98.791% SpamPrec: 99.984%
+# Correctly non-spam: 67515 99.95%
+# Correctly spam: 116781 98.07%
+# False positives: 35 0.05%
+# False negatives: 2302 1.93%
+# TCR(l=50): 29.388697 SpamRecall: 98.067% SpamPrec: 99.970%
# SUMMARY for threshold 6.0:
-# Correctly non-spam: 53078 99.98%
-# Correctly spam: 122039 98.60%
-# False positives: 13 0.02%
-# False negatives: 1739 1.40%
-# TCR(l=50): 51.811637 SpamRecall: 98.595% SpamPrec: 99.989%
+# Correctly non-spam: 67529 99.97%
+# Correctly spam: 116156 97.54%
+# False positives: 21 0.03%
+# False negatives: 2927 2.46%
+# TCR(l=50): 29.942922 SpamRecall: 97.542% SpamPrec: 99.982%
# SUMMARY for threshold 6.5:
-# Correctly non-spam: 53081 99.98%
-# Correctly spam: 121740 98.35%
-# False positives: 10 0.02%
-# False negatives: 2038 1.65%
-# TCR(l=50): 48.769898 SpamRecall: 98.354% SpamPrec: 99.992%
+# Correctly non-spam: 67538 99.98%
+# Correctly spam: 115355 96.87%
+# False positives: 12 0.02%
+# False negatives: 3728 3.13%
+# TCR(l=50): 27.514556 SpamRecall: 96.869% SpamPrec: 99.990%
# SUMMARY for threshold 7.0:
-# Correctly non-spam: 53083 99.98%
-# Correctly spam: 121124 97.86%
-# False positives: 8 0.02%
-# False negatives: 2654 2.14%
-# TCR(l=50): 40.529797 SpamRecall: 97.856% SpamPrec: 99.993%
+# Correctly non-spam: 67544 99.99%
+# Correctly spam: 114412 96.08%
+# False positives: 6 0.01%
+# False negatives: 4671 3.92%
+# TCR(l=50): 23.955542 SpamRecall: 96.078% SpamPrec: 99.995%
# SUMMARY for threshold 8.0:
-# Correctly non-spam: 53088 99.99%
-# Correctly spam: 120398 97.27%
-# False positives: 3 0.01%
-# False negatives: 3380 2.73%
-# TCR(l=50): 35.064589 SpamRecall: 97.269% SpamPrec: 99.998%
+# Correctly non-spam: 67547 100.00%
+# Correctly spam: 112130 94.16%
+# False positives: 3 0.00%
+# False negatives: 6953 5.84%
+# TCR(l=50): 16.765170 SpamRecall: 94.161% SpamPrec: 99.997%
# SUMMARY for threshold 9.0:
-# Correctly non-spam: 53089 100.00%
-# Correctly spam: 119277 96.36%
-# False positives: 2 0.00%
-# False negatives: 4501 3.64%
-# TCR(l=50): 26.902413 SpamRecall: 96.364% SpamPrec: 99.998%
+# Correctly non-spam: 67549 100.00%
+# Correctly spam: 109492 91.95%
+# False positives: 1 0.00%
+# False negatives: 9591 8.05%
+# TCR(l=50): 12.351727 SpamRecall: 91.946% SpamPrec: 99.999%
# SUMMARY for threshold 10.0:
-# Correctly non-spam: 53089 100.00%
-# Correctly spam: 118166 95.47%
-# False positives: 2 0.00%
-# False negatives: 5612 4.53%
-# TCR(l=50): 21.669818 SpamRecall: 95.466% SpamPrec: 99.998%
+# Correctly non-spam: 67550 100.00%
+# Correctly spam: 106243 89.22%
+# False positives: 0 0.00%
+# False negatives: 12840 10.78%
+# TCR(l=50): 9.274377 SpamRecall: 89.218% SpamPrec: 100.000%
# SUMMARY for threshold 12.0:
-# Correctly non-spam: 53090 100.00%
-# Correctly spam: 115183 93.06%
-# False positives: 1 0.00%
-# False negatives: 8595 6.94%
-# TCR(l=50): 14.317872 SpamRecall: 93.056% SpamPrec: 99.999%
+# Correctly non-spam: 67550 100.00%
+# Correctly spam: 98807 82.97%
+# False positives: 0 0.00%
+# False negatives: 20276 17.03%
+# TCR(l=50): 5.873101 SpamRecall: 82.973% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
-# Correctly non-spam: 53090 100.00%
-# Correctly spam: 109295 88.30%
-# False positives: 1 0.00%
-# False negatives: 14483 11.70%
-# TCR(l=50): 8.517030 SpamRecall: 88.299% SpamPrec: 99.999%
+# Correctly non-spam: 67550 100.00%
+# Correctly spam: 86572 72.70%
+# False positives: 0 0.00%
+# False negatives: 32511 27.30%
+# TCR(l=50): 3.662853 SpamRecall: 72.699% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
-# Correctly non-spam: 53090 100.00%
-# Correctly spam: 104171 84.16%
-# False positives: 1 0.00%
-# False negatives: 19607 15.84%
-# TCR(l=50): 6.296892 SpamRecall: 84.160% SpamPrec: 99.999%
+# Correctly non-spam: 67550 100.00%
+# Correctly spam: 78030 65.53%
+# False positives: 0 0.00%
+# False negatives: 41053 34.47%
+# TCR(l=50): 2.900714 SpamRecall: 65.526% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
-# Correctly non-spam: 53091 100.00%
-# Correctly spam: 94871 76.65%
+# Correctly non-spam: 67550 100.00%
+# Correctly spam: 65747 55.21%
# False positives: 0 0.00%
-# False negatives: 28907 23.35%
-# TCR(l=50): 4.281939 SpamRecall: 76.646% SpamPrec: 100.000%
+# False negatives: 53336 44.79%
+# TCR(l=50): 2.232695 SpamRecall: 55.211% SpamPrec: 100.000%
Test hit frequencies, for spam and ham corpora:
@@ -164,781 +164,951 @@
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
- 176869 123778 53091 0.700 0.00 0.00 (all messages)
-100.000 69.9829 30.0171 0.700 0.00 0.00 (all messages as %)
- 17.882 25.5522 0.0000 1.000 1.00 4.50 URIBL_SC_SURBL
- 10.770 15.3888 0.0000 1.000 0.98 4.50 MIME_BOUND_DD_DIGITS
- 9.684 13.8369 0.0019 1.000 0.98 3.81 URIBL_AB_SURBL
- 34.260 48.9497 0.0132 1.000 0.98 4.09 URIBL_JP_SURBL
- 13.644 19.4930 0.0075 1.000 0.97 4.00 RCVD_HELO_IP_MISMATCH
- 17.449 24.9285 0.0113 1.000 0.97 3.90 RCVD_IN_XBL
- 5.545 7.9239 0.0000 1.000 0.96 4.40 MSGID_SPAM_CAPS
- 7.793 11.1328 0.0057 0.999 0.96 4.28 SUBJ_ILLEGAL_CHARS
- 5.646 8.0669 0.0019 1.000 0.95 2.71 FORGED_OUTLOOK_HTML
- 7.009 10.0131 0.0057 0.999 0.95 4.20 HELO_DYNAMIC_IPADDR
- 4.741 6.7742 0.0000 1.000 0.95 4.40 X_MESSAGE_INFO
- 4.970 7.1014 0.0019 1.000 0.95 3.69 RCVD_DOUBLE_IP_SPAM
- 4.559 6.5117 0.0057 0.999 0.93 2.12 REPTO_QUOTE_YAHOO
- 4.207 6.0108 0.0019 1.000 0.92 3.79 LONGWORDS
- 4.217 6.0245 0.0038 0.999 0.92 4.06 FORGED_MUA_OUTLOOK
- 6.548 9.3490 0.0170 0.998 0.92 0.95 HTML_SHORT_LINK_IMG_1
- 4.162 5.9453 0.0057 0.999 0.91 2.88 MSGID_RANDY
- 3.552 5.0744 0.0019 1.000 0.91 2.41 DRUGS_ERECTILE_OBFU
- 3.178 4.5412 0.0000 1.000 0.91 4.18 MIME_BAD_ISO_CHARSET
- 4.443 6.3436 0.0113 0.998 0.91 2.78 RATWARE_OUTLOOK_NONAME
- 60.712 86.7351 0.0396 1.000 0.90 3.50 BAYES_99
- 4.397 6.2782 0.0113 0.998 0.90 3.13 HTML_IMAGE_ONLY_08
- 3.059 4.3707 0.0000 1.000 0.90 3.07 HELO_DYNAMIC_DHCP
- 3.364 4.8046 0.0038 0.999 0.90 2.49 FORGED_OUTLOOK_TAGS
- 2.718 3.8836 0.0000 1.000 0.90 0.74 DATE_SPAMWARE_Y2K
- 36.356 51.9317 0.0414 0.999 0.90 3.01 URIBL_OB_SURBL
- 2.656 3.7947 0.0000 1.000 0.89 4.10 HELO_DYNAMIC_HCC
- 2.903 4.1477 0.0019 1.000 0.89 3.82 HELO_DYNAMIC_IPADDR2
- 2.624 3.7495 0.0000 1.000 0.89 3.20 RATWARE_ZERO_TZ
- 5.557 7.9295 0.0245 0.997 0.89 2.86 FROM_LOCAL_NOVOWEL
- 2.554 3.6493 0.0000 1.000 0.89 4.10 RATWARE_NAME_ID
- 4.312 6.1546 0.0170 0.997 0.88 3.70 PYZOR_CHECK
- 2.513 3.5903 0.0000 1.000 0.88 4.10 URI_NO_WWW_INFO_CGI
- 3.841 5.4824 0.0132 0.998 0.88 2.16 RCVD_IN_SORBS_SOCKS
- 2.623 3.7470 0.0019 0.999 0.88 1.72 MSGID_DOLLARS
- 2.631 3.7575 0.0038 0.999 0.88 0.40 DRUGS_ANXIETY
- 5.865 8.3690 0.0283 0.997 0.88 3.16 RCVD_IN_SBL
- 2.372 3.3891 0.0000 1.000 0.88 4.10 FROM_ILLEGAL_CHARS
- 2.354 3.3641 0.0000 1.000 0.87 2.40 MSGID_YAHOO_CAPS
- 2.440 3.4861 0.0019 0.999 0.87 2.69 REMOVE_BEFORE_LINK
- 2.430 3.4707 0.0038 0.999 0.87 3.89 NO_PRESCRIPTION
- 3.038 4.3352 0.0132 0.997 0.86 2.60 DNS_FROM_RFC_DSN
- 2.088 2.9836 0.0000 1.000 0.86 3.78 MSGID_DOLLARS_RANDOM
- 2.065 2.9504 0.0000 1.000 0.86 3.79 HEADER_SPAM
- 2.664 3.7995 0.0151 0.996 0.85 1.57 HTTP_EXCESSIVE_ESCAPES
- 2.025 2.8931 0.0019 0.999 0.85 0.23 DRUGS_ANXIETY_EREC
- 4.508 6.4284 0.0320 0.995 0.85 1.91 RATWARE_MS_HASH
- 3.589 5.1180 0.0245 0.995 0.85 1.87 HTML_IMAGE_ONLY_12
- 2.000 2.8567 0.0038 0.999 0.84 0.23 FUZZY_VLIUM
- 1.949 2.7840 0.0019 0.999 0.84 0.92 FUZZY_VPILL
- 9.438 13.4652 0.0490 0.996 0.84 2.23 RCVD_IN_WHOIS_INVALID
- 3.232 4.6074 0.0245 0.995 0.84 1.58 HTML_SHORT_LINK_IMG_2
- 1.770 2.5287 0.0000 1.000 0.84 3.71 FORGED_MSGID_YAHOO
- 1.959 2.7961 0.0057 0.998 0.84 0.52 FUZZY_CPILL
- 2.074 2.9593 0.0094 0.997 0.84 3.70 INVESTMENT_ADVICE
- 3.071 4.3772 0.0245 0.994 0.83 0.77 DIGEST_MULTIPLE
- 1.806 2.5804 0.0019 0.999 0.83 0.18 INTERRUPTUS
- 2.056 2.9335 0.0094 0.997 0.83 2.32 HTML_TINY_FONT
- 2.182 3.1120 0.0151 0.995 0.83 2.35 UNIQUE_WORDS
- 1.629 2.3259 0.0038 0.998 0.82 1.91 MSGID_MULTIPLE_AT
- 1.898 2.7081 0.0094 0.997 0.82 3.20 NO_DNS_FOR_FROM
- 3.963 5.6464 0.0377 0.993 0.82 1.89 MIME_BASE64_TEXT
- 1.678 2.3954 0.0057 0.998 0.81 0.63 DRUGS_DIET
- 1.453 2.0763 0.0000 1.000 0.81 1.69 DRUGS_ANXIETY_OBFU
- 1.986 2.8309 0.0151 0.995 0.81 2.77 DATE_IN_FUTURE_12_24
- 1.828 2.6071 0.0113 0.996 0.81 0.28 HTML_BACKHAIR_8
- 1.778 2.5360 0.0113 0.996 0.81 3.00 BAYES_95
- 1.464 2.0900 0.0038 0.998 0.81 3.34 FUZZY_XPILL
- 3.437 4.8942 0.0396 0.992 0.80 1.38 SPF_SOFTFAIL
- 1.446 2.0634 0.0057 0.997 0.80 1.69 FUZZY_VICODIN
- 1.233 1.7620 0.0000 1.000 0.80 3.73 ADVANCE_FEE_4
- 1.947 2.7743 0.0188 0.993 0.79 2.00 BAYES_80
- 1.172 1.6748 0.0000 1.000 0.79 3.70 DRUGS_PAIN_OBFU
- 1.165 1.6651 0.0000 1.000 0.79 0.01 DRUGS_MANYKINDS
- 7.782 11.0908 0.0678 0.994 0.79 0.49 DRUGS_ERECTILE
- 1.182 1.6877 0.0019 0.999 0.79 1.96 SORTED_RECIPS
- 1.136 1.6231 0.0000 1.000 0.79 2.31 X_IP
- 2.237 3.1839 0.0301 0.991 0.79 0.02 RCVD_IN_SORBS_MISC
- 1.144 1.6336 0.0019 0.999 0.78 0.61 SUBJECT_DRUG_GAP_C
- 1.058 1.5116 0.0000 1.000 0.78 3.66 FUZZY_MORTGAGE
- 1.093 1.5609 0.0019 0.999 0.78 1.61 HEAD_ILLEGAL_CHARS
- 1.429 2.0375 0.0113 0.994 0.78 3.34 ADVANCE_FEE_3
- 0.965 1.3783 0.0000 1.000 0.77 3.60 HTML_EXTRA_CLOSE
- 0.975 1.3920 0.0019 0.999 0.77 3.66 FUZZY_GUARANTEE
- 0.946 1.3516 0.0000 1.000 0.76 3.60 SUBJECT_FUZZY_MEDS
- 1.002 1.4300 0.0038 0.997 0.76 3.60 HTML_IMAGE_ONLY_04
- 0.943 1.3468 0.0000 1.000 0.76 3.60 FUZZY_PRESCRIPT
- 4.172 5.9364 0.0584 0.990 0.76 0.50 RAZOR2_CHECK
- 0.924 1.3201 0.0000 1.000 0.76 2.29 RATWARE_RCVD_AT
- 2.459 3.4958 0.0433 0.988 0.76 0.50 HTML_IMAGE_ONLY_16
- 1.135 1.6182 0.0094 0.994 0.76 0.00 DRUGS_MUSCLE
- 0.919 1.3128 0.0000 1.000 0.76 2.19 HELO_DYNAMIC_SPLIT_IP
- 27.913 39.8423 0.0998 0.998 0.76 2.60 RCVD_IN_DSBL
- 0.909 1.2991 0.0000 1.000 0.75 3.60 RATWARE_EFROM
- 0.948 1.3524 0.0038 0.997 0.75 2.30 PERCENT_RANDOM
- 1.605 2.2815 0.0264 0.989 0.75 1.96 DATE_IN_FUTURE_03_06
- 0.920 1.3145 0.0019 0.999 0.75 0.00 DRUGS_SLEEP
- 2.536 3.6032 0.0471 0.987 0.75 0.03 HTTP_ESCAPED_HOST
- 1.174 1.6715 0.0151 0.991 0.75 1.94 DNS_FROM_RFC_BOGUSMX
- 0.879 1.2555 0.0019 0.999 0.74 2.17 FORGED_MUA_AOL_FROM
- 0.841 1.2013 0.0000 1.000 0.74 2.74 DRUGS_SLEEP_EREC
- 1.449 2.0593 0.0245 0.988 0.74 1.51 DNS_FROM_SECURITYSAGE
- 4.330 6.1570 0.0716 0.989 0.74 0.50 RAZOR2_CF_RANGE_51_100
- 4.914 6.9883 0.0772 0.989 0.74 0.02 RCVD_IN_SORBS_HTTP
- 0.822 1.1739 0.0000 1.000 0.74 3.60 FUZZY_MILLION
- 0.818 1.1690 0.0000 1.000 0.74 3.60 RATWARE_RCVD_PF
- 0.802 1.1456 0.0000 1.000 0.74 2.35 HTTP_77
- 0.921 1.3128 0.0075 0.994 0.74 1.77 HTML_OBFUSCATE_10_20
- 3.478 4.9419 0.0659 0.987 0.74 0.88 URI_NOVOWEL
- 0.851 1.2151 0.0038 0.997 0.73 0.05 REPTO_QUOTE_AOL
- 4.762 6.7702 0.0791 0.988 0.73 1.08 HTML_MIME_NO_HTML_TAG
- 0.797 1.1383 0.0019 0.998 0.73 2.06 FUZZY_REFINANCE
- 0.871 1.2425 0.0057 0.995 0.73 2.04 ONLINE_PHARMACY
- 0.768 1.0971 0.0000 1.000 0.73 3.47 FUZZY_PLEASE
- 0.796 1.1359 0.0038 0.997 0.72 1.79 DAV_NON_HOTMAIL
- 0.914 1.3015 0.0113 0.991 0.72 2.77 RCVD_IN_NJABL_SPAM
- 7.692 10.9486 0.0979 0.991 0.72 2.43 RCVD_IN_WHOIS_BOGONS
- 0.965 1.3718 0.0151 0.989 0.72 0.89 FRONTPAGE
- 2.452 3.4804 0.0546 0.985 0.72 0.04 RCVD_DOUBLE_IP_LOOSE
- 2.642 3.7478 0.0622 0.984 0.72 0.06 HTML_FONT_TINY
- 0.716 1.0228 0.0000 1.000 0.72 3.50 HELO_DYNAMIC_COMCAST
- 1.558 2.2104 0.0377 0.983 0.71 1.00 BAYES_60
- 1.006 1.4292 0.0207 0.986 0.71 2.43 SPF_HELO_SOFTFAIL
- 0.704 1.0066 0.0000 1.000 0.71 3.25 REPTO_QUOTE_MSN
- 1.571 2.2274 0.0396 0.983 0.71 2.70 PRIORITY_NO_NAME
- 1.757 2.4924 0.0433 0.983 0.71 0.45 SUBJECT_EXCESS_BASE64
- 22.130 31.5662 0.1300 0.996 0.71 2.05 RCVD_IN_SORBS_DUL
- 0.714 1.0188 0.0019 0.998 0.71 2.04 RUDE_HTML
- 0.764 1.0899 0.0057 0.995 0.71 0.27 HTML_TITLE_SUBJ_DIFF
- 1.248 1.7693 0.0320 0.982 0.71 0.19 HTML_FONT_LOW_CONTRAST
- 0.671 0.9582 0.0000 1.000 0.70 3.40 HTML_OBFUSCATE_20_30
- 0.652 0.9315 0.0000 1.000 0.70 3.40 FUZZY_MEDICATION
- 28.614 0.0622 95.1819 0.001 0.69 -2.60 BAYES_00
- 0.678 0.9671 0.0038 0.996 0.69 0.50 DRUG_ED_CAPS
- 0.690 0.9832 0.0057 0.994 0.69 2.25 FORGED_HOTMAIL_RCVD
- 0.781 1.1109 0.0132 0.988 0.69 2.28 RCVD_FAKE_HELO_DOTCOM
- 0.689 0.9824 0.0057 0.994 0.69 3.10 BAD_ENC_HEADER
- 1.601 2.2678 0.0471 0.980 0.69 1.10 MIME_HTML_MOSTLY
- 0.764 1.0874 0.0113 0.990 0.69 1.76 SUSPICIOUS_RECIPS
- 0.772 1.0971 0.0132 0.988 0.69 3.02 MSGID_SPAM_LETTERS
- 0.601 0.8588 0.0000 1.000 0.69 3.27 FUZZY_OBLIGATION
- 0.629 0.8976 0.0019 0.998 0.69 1.88 INVALID_TZ_EST
- 1.983 2.8091 0.0584 0.980 0.69 1.16 FORGED_HOTMAIL_RCVD2
- 0.572 0.8176 0.0000 1.000 0.68 2.66 SUBJECT_DRUG_GAP_VIC
- 0.788 1.1189 0.0170 0.985 0.68 0.71 MPART_ALT_DIFF_COUNT
- 0.661 0.9420 0.0057 0.994 0.68 3.40 FUZZY_ERECT
- 0.561 0.8022 0.0000 1.000 0.68 2.62 HTML_EHTML2
- 2.198 3.1104 0.0697 0.978 0.68 0.88 HTML_SHORT_LINK_IMG_3
- 0.570 0.8144 0.0019 0.998 0.68 3.20 FUZZY_PRICES
- 0.552 0.7893 0.0000 1.000 0.68 2.56 RATWARE_EGROUPS
- 8.153 11.5933 0.1318 0.989 0.68 1.61 MISSING_MIMEOLE
- 0.652 0.9291 0.0075 0.992 0.68 1.75 FORGED_MUA_IMS
- 0.596 0.8499 0.0038 0.996 0.67 3.20 URI_UNSUBSCRIBE
- 0.550 0.7861 0.0000 1.000 0.67 3.30 INVESTMENT_EXPERT
- 1.568 2.2169 0.0546 0.976 0.67 1.39 ADVANCE_FEE_2
- 10.642 15.1449 0.1450 0.991 0.67 0.72 RCVD_IN_NJABL_PROXY
- 0.831 1.1763 0.0264 0.978 0.67 0.87 SUBJ_HAS_SPACES
- 0.530 0.7570 0.0000 1.000 0.66 3.20 FUZZY_PHARMACY
- 0.547 0.7796 0.0038 0.995 0.66 0.04 MONEY_BACK
- 0.523 0.7473 0.0000 1.000 0.66 2.62 FORGED_MSGID_HOTMAIL
- 0.563 0.8014 0.0075 0.991 0.66 1.82 MILLION_USD
- 0.518 0.7408 0.0000 1.000 0.66 1.94 FORGED_IMS_HTML
- 0.647 0.9186 0.0132 0.986 0.66 0.63 IMPOTENCE
- 30.956 44.1605 0.1695 0.996 0.66 2.14 URIBL_WS_SURBL
- 1.311 1.8517 0.0509 0.973 0.66 0.51 HTML_TITLE_UNTITLED
- 0.637 0.9048 0.0132 0.986 0.66 1.45 HTML_OBFUSCATE_05_10
- 0.530 0.7562 0.0019 0.998 0.66 1.85 SUBJECT_FUZZY_VPILL
- 0.517 0.7384 0.0000 1.000 0.66 2.50 FORGED_THEBAT_HTML
- 1.270 1.7935 0.0509 0.972 0.66 2.19 INVALID_MSGID
- 0.516 0.7376 0.0000 1.000 0.65 2.16 FORGED_MUA_THEBAT_BOUN
- 0.616 0.8741 0.0132 0.985 0.65 0.10 SPOOF_OURI
- 0.666 0.9444 0.0170 0.982 0.65 0.42 FUZZY_AMBIEN
- 0.542 0.7715 0.0057 0.993 0.65 0.00 REPTO_QUOTE_IMS
- 1.923 2.7178 0.0716 0.974 0.65 1.82 MISSING_SUBJECT
- 0.682 0.9662 0.0188 0.981 0.65 1.04 INVALID_TZ_GMT
- 0.503 0.7182 0.0000 1.000 0.65 2.40 SUBJECT_DRUG_GAP_X
- 2.982 4.2180 0.0998 0.977 0.65 0.00 DRUGS_PAIN
- 1.335 1.8848 0.0546 0.972 0.65 1.32 UNRESOLVED_TEMPLATE
- 0.707 1.0002 0.0226 0.978 0.65 2.02 DATE_IN_PAST_96_XX
- 0.504 0.7198 0.0019 0.997 0.65 0.04 ALL_NATURAL
- 0.477 0.6819 0.0000 1.000 0.64 1.66 HTML_TITLE_LONG
- 0.464 0.6625 0.0000 1.000 0.64 1.80 FUZZY_PHENT
- 2.200 3.1080 0.0829 0.974 0.64 2.19 INVALID_DATE
- 0.772 1.0899 0.0320 0.971 0.63 1.36 X_MAILER_SPAM
- 0.447 0.6382 0.0000 1.000 0.63 3.00 URI_NO_WWW_BIZ_CGI
- 1.272 1.7927 0.0584 0.968 0.63 1.84 HTML_IMAGE_ONLY_24
- 1.981 2.7953 0.0810 0.972 0.63 1.16 HTML_IMAGE_ONLY_20
- 2.870 4.0548 0.1092 0.974 0.63 0.29 RCVD_ILLEGAL_IP
- 0.429 0.6124 0.0000 1.000 0.63 3.10 FAKE_OUTBLAZE_RCVD
- 0.530 0.7530 0.0113 0.985 0.63 0.00 REPTO_QUOTE_QUALCOMM
- 0.406 0.5801 0.0000 1.000 0.63 2.86 HTML_OBFUSCATE_30_40
- 0.400 0.5712 0.0000 1.000 0.62 2.24 DRUG_DOSAGE
- 0.543 0.7699 0.0151 0.981 0.62 0.74 BODY_ENHANCEMENT2
- 0.488 0.6940 0.0075 0.989 0.62 0.26 SUBJ_BUY
- 0.397 0.5680 0.0000 1.000 0.62 3.10 MALE_ENHANCE
- 0.394 0.5623 0.0000 1.000 0.62 1.08 FUZZY_CREDIT
- 0.392 0.5607 0.0000 1.000 0.62 3.10 MSGID_SHORT
- 0.391 0.5591 0.0000 1.000 0.62 2.62 SUBJECT_DRUG_GAP_VA
- 0.381 0.5445 0.0000 1.000 0.62 2.48 FORGED_MUA_EUDORA
- 0.379 0.5413 0.0000 1.000 0.62 3.10 KOREAN_UCE_SUBJECT
- 0.457 0.6504 0.0075 0.989 0.62 2.45 SPOOF_COM2COM
- 0.745 1.0495 0.0358 0.967 0.62 0.08 BAD_CREDIT
- 4.599 6.5060 0.1545 0.977 0.62 1.85 FORGED_YAHOO_RCVD
- 0.888 1.2482 0.0471 0.964 0.61 0.00 X_MSMAIL_PRIORITY_HIGH
- 0.532 0.7530 0.0170 0.978 0.61 0.00 URI_AFFILIATE
- 4.806 6.7985 0.1601 0.977 0.61 2.01 BIZ_TLD
- 0.371 0.5300 0.0019 0.996 0.61 2.90 UNCLOSED_BRACKET
- 18.739 26.6946 0.1921 0.993 0.61 1.95 RCVD_IN_NJABL_DUL
- 0.803 1.1278 0.0452 0.961 0.61 0.80 HTML_00_10
- 0.346 0.4944 0.0000 1.000 0.60 2.29 DRUGS_DIET_OBFU
- 0.345 0.4936 0.0000 1.000 0.60 2.53 VIA_GAP_GRA
- 0.358 0.5106 0.0038 0.993 0.60 2.22 FORGED_MUA_OIMO
- 0.337 0.4815 0.0000 1.000 0.60 2.95 MIME_BOUND_DIGITS_15
- 0.348 0.4960 0.0038 0.992 0.59 2.71 CUM_SHOT
- 0.333 0.4759 0.0000 1.000 0.59 2.69 HELO_DYNAMIC_ATTBI
- 0.334 0.4767 0.0019 0.996 0.59 0.51 FUZZY_ROLEX
- 6.590 9.3385 0.1808 0.981 0.59 0.46 HTML_IMAGE_RATIO_02
- 1.035 1.4486 0.0697 0.954 0.59 1.72 SUBJECT_ENCODED_TWICE
- 0.498 0.7021 0.0207 0.971 0.59 0.40 HTML_LINK_PUSH_HERE
- 0.335 0.4767 0.0038 0.992 0.58 1.93 FUZZY_BILLION
- 0.310 0.4427 0.0000 1.000 0.58 2.64 REPTO_OVERQUOTE_THEBAT
- 0.310 0.4427 0.0000 1.000 0.58 3.00 FORGED_MSGID_EXCITE
- 0.305 0.4363 0.0000 1.000 0.58 2.19 FUZZY_CELEBREX
- 0.358 0.5074 0.0094 0.982 0.58 1.53 FROM_BLANK_NAME
- 0.369 0.5227 0.0113 0.979 0.58 1.57 HTML_SHORT_LENGTH
- 0.302 0.4322 0.0000 1.000 0.58 3.00 RATWARE_OE_MALFORMED
- 0.628 0.8806 0.0396 0.957 0.58 2.10 DEAR_SOMETHING
- 0.517 0.7271 0.0264 0.965 0.58 2.31 EMPTY_MESSAGE
- 0.322 0.4581 0.0038 0.992 0.58 2.90 X_PRIORITY_CC
- 0.458 0.6455 0.0207 0.969 0.58 0.35 URG_BIZ
- 0.493 0.6940 0.0245 0.966 0.58 0.00 BANG_GUAR
- 0.296 0.4225 0.0000 1.000 0.58 1.95 MORE_SEX
- 0.331 0.4702 0.0057 0.988 0.57 1.99 DOMAIN_4U2
- 0.347 0.4920 0.0094 0.981 0.57 2.53 FROM_ENDS_IN_NUMS
- 0.345 0.4888 0.0094 0.981 0.57 0.20 RCVD_IN_SORBS_SMTP
- 0.474 0.6665 0.0245 0.965 0.57 0.03 HTML_SHOUTING4
- 0.311 0.4427 0.0038 0.992 0.57 1.68 QUALIFY_FOR_THIS
- 3.590 5.0607 0.1620 0.969 0.57 1.45 DNS_FROM_RFC_WHOIS
- 0.297 0.4241 0.0019 0.996 0.57 2.14 HTML_NONELEMENT_70_80
- 0.305 0.4338 0.0038 0.991 0.57 1.37 UPPERCASE_75_100
- 0.287 0.4096 0.0000 1.000 0.57 2.68 SUBJECT_SEXUAL
- 0.292 0.4169 0.0019 0.996 0.57 1.69 OBFUSCATING_COMMENT
- 0.285 0.4072 0.0000 1.000 0.57 0.01 HTML_NONELEMENT_80_90
- 1.104 1.5439 0.0791 0.951 0.57 0.23 HTML_TAG_BALANCE_BODY
- 5.309 7.5062 0.1865 0.976 0.56 1.46 RCVD_IN_SORBS_WEB
- 0.465 0.6528 0.0264 0.961 0.56 2.15 FROM_HAS_MIXED_NUMS
- 1.458 2.0416 0.0979 0.954 0.56 1.90 HTML_IMAGE_ONLY_28
- 0.366 0.5154 0.0170 0.968 0.56 0.37 UPPERCASE_50_75
- 0.806 1.1254 0.0622 0.948 0.56 0.01 HTML_BACKHAIR_4
- 0.271 0.3870 0.0000 1.000 0.56 1.77 FORGED_IMS_TAGS
- 0.926 1.2926 0.0716 0.948 0.56 1.67 DATE_IN_FUTURE_06_12
- 0.267 0.3821 0.0000 1.000 0.56 2.80 HELO_DYNAMIC_YAHOOBB
- 0.266 0.3805 0.0000 1.000 0.56 2.80 URIBL_PH_SURBL
- 0.292 0.4145 0.0057 0.987 0.56 0.04 BODY_ENHANCEMENT
- 0.265 0.3781 0.0000 1.000 0.56 0.03 HTML_NONELEMENT_90_100
- 0.270 0.3854 0.0019 0.995 0.55 1.45 HTML_TAG_BALANCE_HEAD
- 0.756 1.0551 0.0584 0.948 0.55 0.04 US_DOLLARS_3
- 0.258 0.3692 0.0000 1.000 0.55 2.90 REPLICA_WATCH
- 13.405 19.0284 0.2938 0.985 0.55 0.00 MIME_HTML_ONLY_MULTI
- 0.326 0.4605 0.0132 0.972 0.55 1.03 TRACKER_ID
- 0.262 0.3732 0.0019 0.995 0.55 0.13 HTML_NONELEMENT_40_50
- 0.343 0.4823 0.0170 0.966 0.55 0.21 X_AUTH_WARN_FAKED
- 0.250 0.3571 0.0000 1.000 0.55 2.80 FUZZY_THOUSANDS
- 1.489 2.0803 0.1092 0.950 0.55 0.22 MIME_BASE64_BLANKS
- 0.614 0.8564 0.0490 0.946 0.55 1.81 BLANK_LINES_70_80
- 0.335 0.4718 0.0170 0.965 0.54 0.27 HTML_COMMENT_SAVED_URL
- 0.283 0.4015 0.0075 0.982 0.54 2.50 FROM_ALL_NUMS
- 0.242 0.3458 0.0000 1.000 0.54 2.03 HTML_OBFUSCATE_50_60
- 18.114 25.7461 0.3202 0.988 0.54 0.00 MPART_ALT_DIFF
- 0.237 0.3385 0.0000 1.000 0.54 2.18 HTML_SHORT_CENTER
- 0.236 0.3377 0.0000 1.000 0.54 2.80 FUZZY_MONEY
- 0.357 0.4993 0.0245 0.953 0.54 0.15 SUBJECT_NOVOWEL
- 0.233 0.3329 0.0000 1.000 0.54 2.70 MIME_BOUND_RKFINDY
- 0.249 0.3539 0.0038 0.989 0.54 1.57 EM_ROLEX
- 0.289 0.4080 0.0113 0.973 0.54 1.84 URI_SCHEME_MIXED_CASE
- 0.231 0.3304 0.0000 1.000 0.54 1.58 SUBJECT_DRUG_GAP_S
- 2.550 3.5717 0.1676 0.955 0.53 1.14 SPF_FAIL
- 1.305 1.8178 0.1092 0.943 0.53 0.43 X_PRIORITY_HIGH
- 0.223 0.3191 0.0000 1.000 0.53 2.66 FUZZY_REMOVE
- 16.300 23.1463 0.3372 0.986 0.53 1.56 RCVD_IN_BL_SPAMCOP_NET
- 0.260 0.3676 0.0075 0.980 0.53 2.69 DATE_IN_FUTURE_24_48
- 0.249 0.3531 0.0057 0.984 0.53 0.87 INVALID_TZ_CST
- 0.222 0.3175 0.0000 1.000 0.53 0.07 HTML_NONELEMENT_60_70
- 0.245 0.3482 0.0057 0.984 0.53 1.28 NA_DOLLARS
- 0.224 0.3199 0.0019 0.994 0.53 0.00 HTML_NONELEMENT_50_60
- 0.216 0.3086 0.0000 1.000 0.53 2.70 FUZZY_TRAMADOL
- 0.212 0.3030 0.0000 1.000 0.52 1.58 FORGED_AOL_TAGS
- 0.245 0.3474 0.0075 0.979 0.52 2.40 DATE_IN_FUTURE_96_XX
- 0.322 0.4508 0.0226 0.952 0.52 2.00 GAPPY_SUBJECT
- 0.209 0.2981 0.0000 1.000 0.52 2.00 SUBJECT_FUZZY_CHEAP
- 0.215 0.3062 0.0019 0.994 0.52 2.70 NOT_ADVISOR
- 0.224 0.3183 0.0038 0.988 0.52 2.69 STRONG_BUY
- 0.243 0.3434 0.0075 0.979 0.52 2.14 SUB_HELLO
- 2.297 3.2090 0.1695 0.950 0.52 1.07 SPF_NEUTRAL
- 5.004 7.0279 0.2844 0.961 0.52 0.00 HTML_TEXT_AFTER_HTML
- 0.201 0.2868 0.0000 1.000 0.52 2.70 MIME_BOUND_MANY_HEX
- 1.796 2.5029 0.1488 0.944 0.51 0.00 SPF_HELO_FAIL
- 11.057 15.6538 0.3390 0.979 0.51 2.17 DCC_CHECK
- 0.198 0.2836 0.0000 1.000 0.51 2.64 HTML_OBFUSCATE_40_50
- 0.198 0.2836 0.0000 1.000 0.51 2.67 FUZZY_SOFTWARE
- 0.415 0.5760 0.0396 0.936 0.51 0.09 HTML_FONT_SIZE_TINY
- 0.196 0.2795 0.0000 1.000 0.51 1.68 HTML_BADTAG_60_70
- 0.193 0.2755 0.0000 1.000 0.51 2.70 FAKE_HELO_MAIL_COM_DOM
- 0.189 0.2706 0.0000 1.000 0.51 2.52 HTML_MISSING_CTYPE
- 0.189 0.2706 0.0000 1.000 0.51 1.81 DRUG_ED_GENERIC
- 0.188 0.2682 0.0000 1.000 0.51 2.24 X_MIME_AUTOCONVERTED
- 0.196 0.2795 0.0019 0.993 0.51 1.90 HTML_TAG_EXIST_MARQUEE
- 0.996 1.3775 0.1055 0.929 0.51 1.05 HTML_IMAGE_ONLY_32
- 0.184 0.2634 0.0000 1.000 0.51 1.77 FUZZY_OFFERS
- 0.193 0.2755 0.0019 0.993 0.51 1.30 FROM_LOCAL_HEX
- 0.212 0.3005 0.0057 0.982 0.51 2.53 SUBJECT_FUZZY_PENIS
- 1.160 1.6085 0.1149 0.933 0.50 0.78 MANY_EXCLAMATIONS
- 0.181 0.2593 0.0000 1.000 0.50 0.12 HTML_BADTAG_30_40
- 0.308 0.4282 0.0264 0.942 0.50 1.63 DEAR_FRIEND
- 0.214 0.3022 0.0075 0.976 0.50 0.00 SPOOF_COM2OTH
- 0.177 0.2529 0.0000 1.000 0.50 1.78 FORGED_QUALCOMM_TAGS
- 0.184 0.2618 0.0019 0.993 0.50 0.99 PRICES_ARE_AFFORDABLE
- 0.176 0.2513 0.0000 1.000 0.50 2.50 RATWARE_HASH_2_V2
- 0.252 0.3531 0.0170 0.954 0.50 0.00 HTML_BADTAG_20_30
- 0.204 0.2876 0.0075 0.974 0.50 1.24 HTML_FONT_SIZE_LARGE
- 0.173 0.2472 0.0000 1.000 0.49 2.60 HELO_DYNAMIC_DIALIN
- 1.542 2.1377 0.1545 0.933 0.49 1.00 SUBJ_ALL_CAPS
- 18.160 25.7703 0.4163 0.984 0.49 1.50 RCVD_NUMERIC_HELO
- 0.172 0.2464 0.0000 1.000 0.49 2.70 DRUG_ED_ONLINE
- 0.169 0.2416 0.0000 1.000 0.49 0.00 FUZZY_VIOXX
- 22.415 31.8425 0.4370 0.986 0.49 1.64 URIBL_SBL
- 0.181 0.2569 0.0057 0.978 0.49 1.54 SPOOF_NET2COM
- 0.581 0.7990 0.0716 0.918 0.49 0.38 MAILTO_TO_REMOVE
- 0.167 0.2383 0.0000 1.000 0.49 2.60 URI_UPPER_LOWER
- 0.226 0.3159 0.0151 0.954 0.48 0.33 HTML_EMBEDS
- 0.180 0.2545 0.0057 0.978 0.48 1.66 ROUND_THE_WORLD_LOCAL
- 0.325 0.4492 0.0358 0.926 0.48 0.00 SEE_FOR_YOURSELF
- 0.165 0.2351 0.0000 1.000 0.48 0.99 HTML_BADTAG_50_60
- 0.161 0.2303 0.0000 1.000 0.48 2.60 MSGID_OUTLOOK_INVALID
- 0.159 0.2278 0.0000 1.000 0.48 2.51 FAKE_HELO_MSN
- 0.799 1.0987 0.0998 0.917 0.48 0.19 SUBJ_HAS_UNIQ_ID
- 0.162 0.2303 0.0019 0.992 0.47 0.64 HTML_ATTR_UNIQUE
- 0.157 0.2238 0.0000 1.000 0.47 2.60 X_MESSAGE_FLAG_ODD
- 0.157 0.2238 0.0000 1.000 0.47 2.04 FORGED_MSGID_MSN
- 0.161 0.2294 0.0019 0.992 0.47 2.30 DISGUISE_PORN_MUNDANE
- 0.166 0.0016 0.5481 0.003 0.47 -2.20 RCVD_IN_IADB_VOUCHED
- 0.154 0.2206 0.0000 1.000 0.47 2.11 RATWARE_HASH_2
- 2.246 3.1225 0.2034 0.939 0.47 0.28 MIME_BOUND_NEXTPART
- 0.147 0.2101 0.0000 1.000 0.47 2.25 MSGID_SPAM_ALPHA_NUM
- 0.155 0.2214 0.0019 0.992 0.47 2.06 HG_HORMONE
- 0.161 0.0016 0.5330 0.003 0.47 -4.30 RCVD_IN_BSP_TRUSTED
- 13.930 19.7071 0.4615 0.977 0.47 1.71 DNS_FROM_RFC_POST
- 0.789 1.0826 0.1036 0.913 0.47 0.00 NO_RDNS_DOTCOM_HELO
- 0.149 0.2125 0.0019 0.991 0.46 0.22 FUZZY_FOLLOW
- 0.145 0.2068 0.0000 1.000 0.46 2.40 UNCLAIMED_MONEY
- 0.147 0.2092 0.0019 0.991 0.46 2.40 X_LIBRARY
- 8.031 11.2936 0.4257 0.964 0.46 1.27 INFO_TLD
- 0.163 0.2303 0.0075 0.968 0.46 0.01 HTML_NONELEMENT_30_40
- 0.139 0.1979 0.0000 1.000 0.46 2.40 HTTPS_IP_MISMATCH
- 0.149 0.2109 0.0038 0.982 0.46 1.57 ONE_TIME
- 4.761 6.6458 0.3673 0.948 0.46 0.12 HTML_TEXT_AFTER_BODY
- 0.137 0.1963 0.0000 1.000 0.46 2.36 MSGID_RATWARE1
- 0.378 0.5171 0.0546 0.904 0.46 0.05 HTML_BADTAG_10_20
- 0.167 0.2351 0.0094 0.961 0.46 0.71 URI_OFFERS
- 0.135 0.1923 0.0000 1.000 0.45 1.40 HTML_BADTAG_90_100
- 0.139 0.1979 0.0019 0.991 0.45 0.00 HTML_BADTAG_40_50
- 1.976 2.7412 0.1921 0.935 0.45 1.35 HTML_10_20
- 0.130 0.1858 0.0000 1.000 0.45 2.37 FAKE_HELO_MAIL_COM
- 0.141 0.2004 0.0038 0.982 0.45 0.11 RATWARE_MPOP_WEBMAIL
- 0.129 0.1842 0.0000 1.000 0.45 1.33 SUBJECT_DIET
- 0.134 0.1907 0.0019 0.990 0.45 2.10 FROM_DOMAIN_NOVOWEL
- 4.167 5.8064 0.3447 0.944 0.45 0.22 MIME_BASE64_NO_NAME
- 0.253 0.3474 0.0339 0.911 0.45 0.64 WHY_WAIT
- 0.139 0.1963 0.0038 0.981 0.45 0.40 SAVE_THOUSANDS
- 0.908 1.2409 0.1318 0.904 0.45 0.16 HTML_FONT_FACE_BAD
- 0.127 0.1818 0.0000 1.000 0.45 2.01 HELO_DYNAMIC_OOL
- 1.077 1.4712 0.1563 0.904 0.44 0.02 HTML_SHOUTING3
- 0.126 0.1794 0.0000 1.000 0.44 2.11 HTML_TAG_EXIST_BGSOUND
- 0.135 0.1907 0.0038 0.981 0.44 0.30 REFINANCE_YOUR_HOME
- 0.128 0.1826 0.0019 0.990 0.44 0.00 FROM_LOCAL_DIGITS
- 0.146 0.2052 0.0075 0.965 0.44 0.30 SUBJ_DOLLARS
- 0.122 0.1745 0.0000 1.000 0.44 2.20 FUZZY_AFFORDABLE
- 0.182 0.2513 0.0207 0.924 0.44 0.28 MSGID_NO_HOST
- 0.121 0.1729 0.0000 1.000 0.44 1.92 ORG_MIME_TOOLS
- 7.200 10.0898 0.4615 0.956 0.44 0.23 DNS_FROM_AHBL_RHSBL
- 0.151 0.2109 0.0113 0.949 0.44 0.00 FAKE_HELO_EXCITE
- 0.115 0.1648 0.0000 1.000 0.43 2.30 SUBJECT_DRUG_GAP_L
- 0.129 0.1826 0.0057 0.970 0.43 0.70 SUBJECT_DRUG_GAP_P
- 0.935 1.2724 0.1488 0.895 0.43 0.00 SPF_HELO_NEUTRAL
- 0.134 0.1882 0.0075 0.962 0.43 0.00 AS_SEEN_ON
- 0.114 0.1632 0.0000 1.000 0.43 0.14 ENTITY_DEC_ALPHANUM
- 0.179 0.2456 0.0226 0.916 0.43 0.08 PORN_URL_SEX
- 0.113 0.1616 0.0000 1.000 0.43 0.00 GUARANTEED_100_PERCENT
- 0.162 0.2246 0.0170 0.930 0.43 1.37 USERPASS
- 0.113 0.1608 0.0000 1.000 0.43 1.58 HELO_DYNAMIC_ROGERS
- 0.125 0.1761 0.0057 0.969 0.43 0.72 FROM_STARTS_WITH_NUMS
- 0.130 0.1826 0.0075 0.960 0.43 0.06 HTML_NONELEMENT_20_30
- 0.110 0.1567 0.0000 1.000 0.42 0.17 HELO_DYNAMIC_CHELLO_NL
- 0.115 0.1640 0.0019 0.989 0.42 0.67 NO_FORMS
- 0.109 0.1559 0.0000 1.000 0.42 1.90 LOCALPART_IN_SUBJECT
- 0.145 0.0057 0.4690 0.012 0.42 -0.00 NO_RELAYS
- 0.118 0.1664 0.0038 0.978 0.42 1.05 REFINANCE_NOW
- 0.174 0.2391 0.0226 0.914 0.42 0.00 SATIS_GUAR
- 0.108 0.1543 0.0000 1.000 0.42 1.85 RATWARE_MOZ_MALFORMED
- 0.108 0.1543 0.0000 1.000 0.42 1.69 RATWARE_GECKO_BUILD
- 0.172 0.2367 0.0226 0.913 0.42 0.06 HTML_LINK_OPT_OUT
- 0.101 0.1446 0.0000 1.000 0.42 2.20 HTML_FORMACTION_MAILTO
- 0.140 0.1947 0.0132 0.937 0.42 1.25 IP_LINK_PLUS
- 1.536 2.1078 0.2034 0.912 0.42 1.09 EXTRA_MPART_TYPE
- 0.101 0.1438 0.0000 1.000 0.42 1.60 PREVENT_NONDELIVERY
- 0.122 0.1713 0.0075 0.958 0.42 1.77 MARKETING_PARTNERS
- 0.100 0.1422 0.0000 1.000 0.42 1.32 FUZZY_MILF
- 0.950 1.2894 0.1601 0.890 0.41 0.34 PLING_PLING
- 0.096 0.1365 0.0000 1.000 0.41 1.96 FROM_OFFERS
- 0.096 0.1365 0.0000 1.000 0.41 1.00 RCVD_IN_WHOIS_HIJACKED
- 0.102 0.1446 0.0019 0.987 0.41 1.91 FORGED_JUNO_RCVD
- 0.110 0.1551 0.0038 0.976 0.41 2.08 SUBJECT_FUZZY_TION
- 0.152 0.0081 0.4860 0.016 0.41 -1.80 ALL_TRUSTED
- 0.118 0.1656 0.0075 0.956 0.41 0.10 RCVD_IN_NJABL_RELAY
- 0.088 0.1260 0.0000 1.000 0.41 0.04 HTML_SHORT_COMMENT
- 0.120 0.1680 0.0094 0.947 0.41 2.19 EXCUSE_6
- 0.465 0.6285 0.0829 0.884 0.41 0.97 NO_OBLIGATION
- 0.583 0.7869 0.1092 0.878 0.41 0.00 CLICK_BELOW_CAPS
- 0.087 0.1236 0.0000 1.000 0.41 1.16 SUBJ_YOUR_FAMILY
- 0.196 0.0154 0.6159 0.024 0.41 -1.11 BAYES_05
- 2.162 2.9537 0.3164 0.903 0.41 0.17 NORMAL_HTTP_TO_IP
- 0.083 0.1188 0.0000 1.000 0.40 2.20 STOCK_ALERT
- 0.107 0.1511 0.0057 0.964 0.40 0.32 PORN_URL_MISC
- 0.081 0.1155 0.0000 1.000 0.40 2.10 OBSCURED_EMAIL
- 0.081 0.1155 0.0000 1.000 0.40 1.65 HTML_OBFUSCATE_60_70
- 0.990 1.3411 0.1714 0.887 0.40 0.00 DIET_1
- 0.080 0.1147 0.0000 1.000 0.40 1.40 RATWARE_NETIP
- 0.087 0.1236 0.0019 0.985 0.40 0.74 ENGLISH_UCE_SUBJECT
- 0.184 0.2488 0.0339 0.880 0.40 0.00 CLICK_TO_REMOVE_1
- 0.079 0.1131 0.0000 1.000 0.40 2.20 FORGED_MUA_THEBAT_CS
- 0.089 0.1252 0.0038 0.971 0.40 2.10 DATE_IN_FUTURE_48_96
- 0.138 0.1890 0.0188 0.909 0.40 0.00 SUBJ_CONSONANTS
- 0.075 0.1075 0.0000 1.000 0.40 1.66 RCVD_AM_PM
- 0.088 0.1244 0.0038 0.971 0.40 0.61 WHY_PAY_MORE
- 0.088 0.1244 0.0038 0.971 0.40 0.07 HAIR_LOSS
- 0.070 0.1002 0.0000 1.000 0.39 1.79 HELO_DYNAMIC_ADELPHIA
- 0.124 0.1713 0.0151 0.919 0.39 0.00 HTML_FONT_SIZE_NONE
- 0.085 0.1196 0.0038 0.969 0.39 1.13 BANG_EXERCISE
- 0.139 0.1890 0.0207 0.901 0.39 0.11 EXCUSE_REMOVE
- 0.068 0.0978 0.0000 1.000 0.39 2.00 RATWARE_BOUND_PIECE
- 0.088 0.1236 0.0057 0.956 0.39 1.11 SUBJ_YOUR_DEBT
- 0.064 0.0921 0.0000 1.000 0.39 0.34 NASTY_GIRLS
- 0.064 0.0913 0.0000 1.000 0.39 0.00 X_ORIG_IP_NOT_IPV4
- 0.070 0.0994 0.0019 0.981 0.39 0.08 OFFSHORE_SCAM
- 0.079 0.1107 0.0038 0.967 0.39 0.00 HTML_SHOUTING5
- 0.063 0.0905 0.0000 1.000 0.39 1.55 HTML_BADTAG_70_80
- 0.063 0.0897 0.0000 1.000 0.39 2.00 EMAIL_ROT13
- 0.241 0.3224 0.0527 0.859 0.38 0.00 EXCUSE_10
- 0.652 0.8733 0.1356 0.866 0.38 0.00 SUBJECT_EXCESS_QP
- 0.059 0.0848 0.0000 1.000 0.38 2.00 HELO_DYNAMIC_HOME_NL
- 0.185 0.2480 0.0396 0.862 0.38 1.09 SOMETHING_FOR_ADULTS
- 0.490 0.6560 0.1036 0.864 0.38 0.00 RISK_FREE
- 0.059 0.0840 0.0000 1.000 0.38 0.00 HTML_ATTR_BAD
- 0.110 0.1511 0.0132 0.920 0.38 1.31 FROM_EXCESS_BASE64
- 0.214 0.2860 0.0471 0.859 0.38 0.53 ADDRESS_IN_SUBJECT
- 0.058 0.0824 0.0000 1.000 0.38 1.05 FORWARD_LOOKING
- 0.402 0.5373 0.0866 0.861 0.38 0.00 MAILTO_SUBJ_REMOVE
- 0.057 0.0808 0.0000 1.000 0.38 1.56 REVERSE_AGING
- 0.055 0.0792 0.0000 1.000 0.38 1.59 FORGED_MUA_MOZILLA
- 0.055 0.0784 0.0000 1.000 0.38 1.47 HTML_OBFUSCATE_70_80
- 0.070 0.0969 0.0057 0.945 0.37 0.14 URI_4YOU
- 0.054 0.0000 0.1808 0.000 0.37 -100.00 USER_IN_WHITELIST
- 0.058 0.0816 0.0019 0.977 0.37 1.41 ADDR_NUMS_AT_BIGSITE
- 0.053 0.0759 0.0000 1.000 0.37 1.51 AMATEUR_PORN
- 0.060 0.0848 0.0038 0.957 0.37 0.45 PORN_15
- 1.786 2.4148 0.3202 0.883 0.37 0.48 DATE_IN_PAST_03_06
- 2.466 3.3487 0.4068 0.892 0.37 0.00 HTML_20_30
- 0.051 0.0735 0.0000 1.000 0.37 1.27 MULTI_FORGED
- 0.274 0.3619 0.0678 0.842 0.37 0.06 SUB_FREE_OFFER
- 0.099 0.1349 0.0151 0.900 0.37 1.34 WEIRD_QUOTING
- 0.099 0.1349 0.0151 0.900 0.37 0.16 URI_NO_WWW_ANY_CGI
- 0.064 0.0889 0.0057 0.940 0.37 1.20 MSGID_LONG
- 0.083 0.1131 0.0113 0.909 0.37 1.62 ML_MARKETING
- 8.737 12.0643 0.9795 0.925 0.37 0.11 HTML_90_100
- 0.310 0.4112 0.0753 0.845 0.37 0.14 FROM_NO_LOWER
- 0.600 0.7974 0.1394 0.851 0.37 0.29 FROM_HAS_ULINE_NUMS
- 0.081 0.1107 0.0113 0.907 0.37 1.37 SOME_BREAKTHROUGH
- 0.050 0.0711 0.0000 1.000 0.37 0.00 SUBJ_AS_SEEN
- 0.583 0.7748 0.1356 0.851 0.36 0.16 HOT_NASTY
- 5.302 7.2913 0.6630 0.917 0.36 0.01 MIME_QP_LONG_LINE
- 0.196 0.2593 0.0490 0.841 0.36 0.00 URI_IS_POUND
- 0.049 0.0000 0.1639 0.000 0.36 -7.50 USER_IN_DEF_SPF_WL
- 0.067 0.0921 0.0094 0.907 0.36 0.05 FREE_QUOTE_INSTANT
- 0.128 0.1713 0.0264 0.867 0.36 0.19 CONSOLIDATE_DEBT
- 0.057 0.0792 0.0057 0.933 0.36 3.20 CHARSET_FARAWAY_HEADER
- 0.045 0.0638 0.0000 1.000 0.36 1.90 SUBJ_LIFE_INSURANCE
- 0.045 0.0638 0.0000 1.000 0.36 0.00 CONFIRMED_FORGED
- 0.053 0.0743 0.0038 0.952 0.36 0.47 NUMERIC_HTTP_ADDR
- 0.044 0.0630 0.0000 1.000 0.36 0.00 BANG_OPRAH
- 0.077 0.1042 0.0132 0.888 0.36 0.00 BEST_PORN
- 0.044 0.0622 0.0000 1.000 0.36 1.29 HELO_DYNAMIC_VTR
- 0.049 0.0695 0.0019 0.974 0.36 1.90 EXCUSE_24
- 0.052 0.0727 0.0038 0.951 0.36 1.88 FREE_PREVIEW
- 0.055 0.0759 0.0057 0.931 0.36 0.22 FORGED_EUDORAMAIL_RCVD
- 0.054 0.0751 0.0057 0.930 0.36 0.06 FREE_PORN
- 8.568 11.7727 1.0962 0.915 0.36 0.00 HTML_FONT_BIG
- 1.069 1.4292 0.2279 0.862 0.35 0.83 DATE_IN_PAST_06_12
- 9.009 12.3778 1.1546 0.915 0.35 0.04 DOMAIN_RATIO
- 0.039 0.0557 0.0000 1.000 0.35 1.89 TERRA_ES
- 0.039 0.0000 0.1300 0.000 0.35 -7.50 ENV_AND_HDR_SPF_MATCH
- 0.433 0.5712 0.1111 0.837 0.35 0.07 MORTGAGE_PITCH
- 0.037 0.0533 0.0000 1.000 0.35 0.00 DRUG_ED_SILD
- 0.068 0.0913 0.0132 0.874 0.35 0.09 BILLION_DOLLARS
- 3.785 5.1479 0.6065 0.895 0.35 0.37 HTML_30_40
- 1.153 1.5382 0.2543 0.858 0.35 0.01 HTML_IMAGE_RATIO_04
- 0.052 0.0719 0.0057 0.927 0.35 0.31 HTML_FONT_SIZE_HUGE
- 0.036 0.0517 0.0000 1.000 0.35 3.20 CHARSET_FARAWAY
- 0.080 0.1075 0.0170 0.864 0.35 0.00 GUARANTEED_STUFF
- 0.058 0.0784 0.0094 0.893 0.35 2.45 MIME_CHARSET_FARAWAY
- 0.036 0.0509 0.0000 1.000 0.35 1.18 DEEP_DISC_MEDS
- 0.041 0.0574 0.0019 0.968 0.35 1.07 SENT_IN_COMPLIANCE
- 0.034 0.0493 0.0000 1.000 0.35 1.80 HDR_ORDER_TRIMRS
- 0.034 0.0493 0.0000 1.000 0.35 1.80 CHINA_HEADER
- 0.135 0.1785 0.0339 0.840 0.35 0.13 OPTING_OUT_CAPS
- 0.034 0.0485 0.0000 1.000 0.35 1.60 HELO_DYNAMIC_RR2
- 0.034 0.0485 0.0000 1.000 0.35 1.34 DRUGS_SMEAR1
- 0.043 0.0598 0.0038 0.941 0.35 0.25 DISGUISE_PORN
- 0.059 0.0792 0.0113 0.875 0.34 0.00 HTML_COMMENT_SHORT
- 0.033 0.0477 0.0000 1.000 0.34 1.62 WITH_LC_SMTP
- 0.033 0.0477 0.0000 1.000 0.34 1.47 COMPETE
- 0.042 0.0582 0.0038 0.939 0.34 0.00 LIVE_PORN
- 0.081 0.1075 0.0188 0.851 0.34 0.20 ADDR_FREE
- 0.033 0.0469 0.0000 1.000 0.34 1.33 FAKE_HELO_EMAIL_COM
- 0.033 0.0469 0.0000 1.000 0.34 1.62 FORGED_MSGID_AOL
- 0.033 0.0469 0.0000 1.000 0.34 1.80 HEADER_COUNT_CTYPE
- 0.732 0.9703 0.1771 0.846 0.34 0.13 TO_CC_NONE
- 0.032 0.0452 0.0000 1.000 0.34 1.79 SUBJ_GUARANTEED
- 0.466 0.6148 0.1187 0.838 0.34 0.01 MIME_MISSING_BOUNDARY
- 0.799 1.0640 0.1827 0.853 0.34 1.25 DATE_IN_PAST_12_24
- 0.031 0.0436 0.0000 1.000 0.34 1.71 FAKE_HELO_EUDORAMAIL
- 0.031 0.0436 0.0000 1.000 0.34 1.64 HARDCORE_PORN
- 1.860 2.4883 0.3955 0.863 0.34 0.21 HTML_TITLE_EMPTY
- 0.030 0.0428 0.0000 1.000 0.34 0.49 MEET_SINGLES
- 0.030 0.0428 0.0000 1.000 0.34 2.50 MISSING_HB_SEP
- 0.029 0.0420 0.0000 1.000 0.34 1.80 PORN_16
- 0.033 0.0469 0.0019 0.961 0.34 0.27 WHILE_YOU_SLEEP
- 0.041 0.0557 0.0057 0.908 0.34 0.70 EXCUSE_4
- 12.120 16.7154 1.4051 0.922 0.34 0.20 DNS_FROM_RFC_ABUSE
- 3.853 5.2287 0.6461 0.890 0.34 0.01 HTML_TAG_EXIST_TBODY
- 0.027 0.0388 0.0000 1.000 0.34 0.41 SUBJ_FOR_ONLY
- 0.031 0.0436 0.0019 0.959 0.34 0.47 FIN_FREE
- 0.027 0.0380 0.0000 1.000 0.33 1.48 HELO_DYNAMIC_NTL
- 0.031 0.0428 0.0019 0.958 0.33 1.80 BILL_1618
- 0.110 0.1446 0.0301 0.828 0.33 0.00 MORTGAGE_BEST
- 0.042 0.0574 0.0075 0.884 0.33 0.00 FAKE_HELO_LYCOS
- 7.700 10.5059 1.1584 0.901 0.33 0.01 HTML_LINK_IMAGE_BUG
- 0.224 0.2900 0.0697 0.806 0.33 0.00 SUBJ_FREE_CAP
- 0.062 0.0816 0.0170 0.828 0.33 0.81 SUBJ_YOUR_OWN
- 0.041 0.0557 0.0075 0.881 0.33 0.00 DIET_2
- 0.052 0.0695 0.0113 0.860 0.33 0.20 GET_PAID
- 0.023 0.0323 0.0000 1.000 0.33 1.49 TO_TXT
- 0.027 0.0372 0.0019 0.952 0.33 0.85 HIDDEN_CHARGES
- 0.043 0.0574 0.0094 0.859 0.33 0.00 FREE_ACCESS
- 0.021 0.0307 0.0000 1.000 0.33 1.43 WRINKLES
- 0.026 0.0364 0.0019 0.951 0.33 0.46 BARGAIN_URL
- 0.056 0.0735 0.0151 0.830 0.33 0.17 EXTRA_CASH
- 0.021 0.0299 0.0000 1.000 0.33 1.70 INVALID_DATE_TZ_ABSURD
- 4.338 5.8928 0.7139 0.892 0.33 0.50 HTML_40_50
- 0.058 0.0759 0.0170 0.818 0.32 0.00 TO_MALFORMED
- 0.040 0.0533 0.0094 0.850 0.32 0.26 RCVD_IN_SORBS_ZOMBIE
- 0.020 0.0291 0.0000 1.000 0.32 1.60 FAKE_HELO_YAHOO_CA
- 0.023 0.0323 0.0019 0.945 0.32 0.01 DIET_3
- 1.518 2.0133 0.3635 0.847 0.32 0.84 UNDISC_RECIPS
- 0.020 0.0283 0.0000 1.000 0.32 0.00 PORN_URL_SLUT
- 0.057 0.0743 0.0170 0.814 0.32 0.09 ACT_NOW_CAPS
- 0.835 1.1036 0.2091 0.841 0.32 0.00 HTML_BACKHAIR_2
- 0.231 0.0315 0.6950 0.043 0.32 -0.74 BAYES_20
- 0.019 0.0275 0.0000 1.000 0.32 1.46 EXCUSE_23
- 4.393 5.9284 0.8118 0.880 0.32 0.13 HTML_50_60
- 0.030 0.0404 0.0057 0.877 0.32 0.01 RATWARE_RCVD_LC_ESMTP
- 0.179 0.2311 0.0565 0.803 0.32 0.07 BLANK_LINES_80_90
- 4.744 6.3210 1.0661 0.856 0.32 0.03 HTML_60_70
- 0.019 0.0267 0.0000 1.000 0.32 1.46 MICRO_CAP_WARNING
- 0.019 0.0267 0.0000 1.000 0.32 1.61 MSGID_SPAM_ZEROES
- 0.025 0.0347 0.0038 0.902 0.32 1.54 BE_BOSS
- 0.037 0.0485 0.0094 0.837 0.32 1.45 EXCUSE_12
- 0.018 0.0250 0.0000 1.000 0.32 1.10 YAHOO_DRS_REDIR
- 0.017 0.0000 0.0565 0.000 0.32 -8.00 HABEAS_ACCREDITED_COI
- 0.017 0.0242 0.0000 1.000 0.32 1.60 HELO_DYNAMIC_HEXIP
- 11.830 16.1838 1.6801 0.906 0.32 1.39 MSGID_FROM_MTA_ID
- 0.016 0.0234 0.0000 1.000 0.32 1.38 DRUG_ED_COMBO
- 0.016 0.0234 0.0000 1.000 0.32 1.21 SUBJ_2_NUM_PARENS
- 0.014 0.0202 0.0000 1.000 0.31 0.00 HTML_BADTAG_80_90
- 0.014 0.0202 0.0000 1.000 0.31 1.60 PREST_NON_ACCREDITED
- 0.014 0.0202 0.0000 1.000 0.31 1.51 NONEXISTENT_CHARSET
- 0.046 0.0598 0.0151 0.799 0.31 0.00 FULL_REFUND
- 29.105 39.7906 4.1928 0.905 0.31 0.08 MIME_HTML_ONLY
- 0.013 0.0186 0.0000 1.000 0.31 0.04 FORGED_TELESP_RCVD
- 0.013 0.0186 0.0000 1.000 0.31 1.60 HTTP_CTRL_CHARS_HOST
- 0.012 0.0178 0.0000 1.000 0.31 0.98 HTML_OBFUSCATE_80_90
- 0.280 0.3603 0.0923 0.796 0.31 0.00 MISSING_DATE
- 0.011 0.0154 0.0000 1.000 0.31 1.04 TO_RECIP_MARKER
- 0.010 0.0145 0.0000 1.000 0.31 1.34 FROM_NONSENDING_DOMAIN
- 0.014 0.0194 0.0019 0.911 0.31 1.50 ROUND_THE_WORLD
- 0.018 0.0242 0.0038 0.865 0.31 0.12 HTML_SHOUTING7
- 0.010 0.0137 0.0000 1.000 0.31 0.00 HELO_DYNAMIC_VELOX
- 0.010 0.0000 0.0320 0.000 0.31 -15.00 USER_IN_DEF_WHITELIST
- 0.009 0.0129 0.0000 1.000 0.30 1.70 JAPANESE_UCE_SUBJECT
- 0.009 0.0129 0.0000 1.000 0.30 100.00 USER_IN_BLACKLIST
- 0.009 0.0129 0.0000 1.000 0.30 1.60 JS_FROMCHARCODE
- 0.017 0.0226 0.0038 0.857 0.30 0.00 JOIN_MILLIONS
- 0.008 0.0121 0.0000 1.000 0.30 1.22 WE_HONOR_ALL
- 1.731 2.2815 0.4483 0.836 0.30 0.00 HTML_WEB_BUGS
- 0.019 0.0250 0.0057 0.816 0.30 1.40 EARN_PER_WEEK
- 0.008 0.0113 0.0000 1.000 0.30 0.00 TO_NO_USER
- 0.011 0.0145 0.0019 0.885 0.30 0.00 AMAZING_STUFF
- 0.455 0.5833 0.1545 0.791 0.30 0.27 TO_EMPTY
- 0.007 0.0105 0.0000 1.000 0.30 1.36 NO_MEDICAL
- 14.209 18.8240 3.4488 0.845 0.30 0.00 UNPARSEABLE_RELAY
- 0.007 0.0097 0.0000 1.000 0.30 1.60 RATWARE_JPFREE
- 0.010 0.0129 0.0019 0.873 0.30 0.00 FROM_AND_TO_SAME
- 0.006 0.0089 0.0000 1.000 0.30 0.00 REMOVE_POSTAL
- 0.006 0.0081 0.0000 1.000 0.30 0.00 RCVD_BONUS_SPC_DATE
- 0.006 0.0081 0.0000 1.000 0.30 0.00 HDR_ORDER_MTSRIX
- 0.005 0.0065 0.0000 1.000 0.29 0.01 T_HTML_IFRAME_SRC
- 0.029 0.0364 0.0132 0.734 0.29 0.34 FREE_SAMPLE
- 0.056 0.0695 0.0245 0.739 0.29 0.00 HIDE_WIN_STATUS
- 0.004 0.0057 0.0000 1.000 0.29 0.00 HTML_OBFUSCATE_90_100
- 0.004 0.0057 0.0000 1.000 0.29 0.00 FAKED_UNDISC_RECIPS
- 2.817 3.7381 0.6705 0.848 0.29 0.00 HTML_FONT_INVISIBLE
- 0.237 0.3022 0.0848 0.781 0.29 0.88 DATE_IN_PAST_24_48
- 43.390 57.9231 9.5082 0.859 0.29 0.00 HTML_MESSAGE
- 0.003 0.0048 0.0000 1.000 0.29 0.00 HELO_DYNAMIC_TELIA
- 0.003 0.0048 0.0000 1.000 0.29 0.00 YOU_CAN_SEARCH
- 0.003 0.0048 0.0000 1.000 0.29 0.00 FORGED_AOL_RCVD
- 0.003 0.0000 0.0094 0.000 0.29 -6.00 USER_IN_WHITELIST_TO
- 0.026 0.0315 0.0132 0.705 0.29 0.00 MISSING_MIME_HB_SEP
- 0.006 0.0073 0.0019 0.794 0.29 0.00 CONFIDENTIAL_ORDER
- 0.023 0.0275 0.0113 0.709 0.29 0.02 RECEIVE_OFFER
- 0.002 0.0032 0.0000 1.000 0.29 0.00 YAHOO_RD_REDIR
- 0.063 0.0776 0.0301 0.720 0.29 0.38 DATE_IN_PAST_48_96
- 0.002 0.0024 0.0000 1.000 0.29 0.00 RATWARE_STORM_URI
- 0.001 0.0016 0.0000 1.000 0.29 0.00 HELO_DYNAMIC_CHELLO_NO
- 13.007 16.4197 5.0498 0.765 0.29 0.00 RCVD_BY_IP
- 2.302 3.0207 0.6253 0.828 0.29 0.00 ADVANCE_FEE_1
- 0.111 0.1390 0.0452 0.755 0.29 0.00 MORTGAGE_RATES
- 0.001 0.0008 0.0000 1.000 0.29 1000.00 GTUBE
- 0.001 0.0008 0.0000 1.000 0.29 0.00 FORGED_GW05_RCVD
- 0.000 0.0000 0.0000 0.500 0.28 100.00 SUBJECT_IN_BLACKLIST
- 0.000 0.0000 0.0000 0.500 0.28 -5.00 HASHCASH_HIGH
- 0.000 0.0000 0.0000 0.500 0.28 0.00 MSGID_SPAM_99X9XX99
- 0.000 0.0000 0.0000 0.500 0.28 0.00 DK_POLICY_SIGNSOME
- 0.000 0.0000 0.0000 0.500 0.28 0.00 DK_SIGNED
- 0.000 0.0000 0.0000 0.500 0.28 10.00 USER_IN_BLACKLIST_TO
- 0.000 0.0000 0.0000 0.500 0.28 0.00 DK_POLICY_SIGNALL
- 0.000 0.0000 0.0000 0.500 0.28 0.01 T_PP_PHISH
- 0.000 0.0000 0.0000 0.500 0.28 -3.00 HASHCASH_24
- 0.000 0.0000 0.0000 0.500 0.28 0.10 MICROSOFT_EXECUTABLE
- 0.000 0.0000 0.0000 0.500 0.28 0.00 RESISTANCE_IS_FUTILE
- 0.000 0.0000 0.0000 0.500 0.28 0.00 RATWARE_HASH_DASH
- 0.000 0.0000 0.0000 0.500 0.28 0.00 DK_POLICY_TESTING
- 0.000 0.0000 0.0000 0.500 0.28 0.50 HTML_CHARSET_FARAWAY
- 0.000 0.0000 0.0000 0.500 0.28 -4.30 HABEAS_ACCREDITED_SOI
- 0.000 0.0000 0.0000 0.500 0.28 2.50 FRAGMENTED_MESSAGE
- 0.000 0.0000 0.0000 0.500 0.28 -20.00 USER_IN_MORE_SPAM_TO
- 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_MAPS_RSS
- 0.000 0.0000 0.0000 0.500 0.28 0.10 MIME_SUSPECT_NAME
- 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_SORBS_BLOCK
- 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_MAPS_DUL
- 0.000 0.0000 0.0000 0.500 0.28 -4.00 HASHCASH_25
- 0.000 0.0000 0.0000 0.500 0.28 0.01 T_EB_PHISH
- 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_MAPS_RBL
- 0.000 0.0000 0.0000 0.500 0.28 0.01 T_PH_REC
- 0.000 0.0000 0.0000 0.500 0.28 -1.00 HASHCASH_22
- 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_NJABL_MULTI
- 0.000 0.0000 0.0000 0.500 0.28 -0.50 HASHCASH_20
- 0.000 0.0000 0.0000 0.500 0.28 1.00 AWL
- 0.000 0.0000 0.0000 0.500 0.28 1.50 RAZOR2_CF_RANGE_E8_51_100
- 0.000 0.0000 0.0000 0.500 0.28 2.80 UNWANTED_LANGUAGE_BODY
- 0.000 0.0000 0.0000 0.500 0.28 1.50 RAZOR2_CF_RANGE_E4_51_100
- 0.000 0.0000 0.0000 0.500 0.28 -0.00 DK_VERIFIED
- 0.000 0.0000 0.0000 0.500 0.28 -100.00 USER_IN_SPF_WHITELIST
- 0.000 0.0000 0.0000 0.500 0.28 -0.70 HASHCASH_21
- 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_NJABL_CGI
- 0.000 0.0000 0.0000 0.500 0.28 1.50 BODY_8BITS
- 0.000 0.0000 0.0000 0.500 0.28 0.10 HASHCASH_2SPEND
- 0.000 0.0000 0.0000 0.500 0.28 0.00 MSGID_FROM_MTA_HOTMAIL
- 0.000 0.0000 0.0000 0.500 0.28 0.00 ACCESSDB
- 0.000 0.0000 0.0000 0.500 0.28 0.00 RCVD_IN_MAPS_NML
- 0.000 0.0000 0.0000 0.500 0.28 -100.00 USER_IN_ALL_SPAM_TO
- 0.000 0.0000 0.0000 0.500 0.28 -2.00 HASHCASH_23
- 0.000 0.0000 0.0000 0.500 0.28 -0.20 HABEAS_CHECKED
- 0.000 0.0000 0.0000 0.500 0.28 -100.00 SUBJECT_IN_WHITELIST
- 0.003 0.0032 0.0019 0.632 0.28 2.50 HIGH_CODEPAGE_URI
- 0.002 0.0024 0.0019 0.563 0.28 0.01 T_PH_SEC
- 0.025 0.0299 0.0151 0.665 0.28 0.00 HTML_SHOUTING6
- 0.005 0.0057 0.0038 0.600 0.28 2.50 HEAD_LONG
- 0.040 0.0469 0.0226 0.675 0.28 0.60 REPLY_TO_EMPTY
- 0.546 0.7029 0.1789 0.797 0.28 0.10 NO_COST
- 7.139 8.8796 3.0815 0.742 0.28 0.00 HTML_80_90
- 4.952 6.3872 1.6048 0.799 0.27 0.00 HTML_70_80
- 0.101 0.1244 0.0471 0.725 0.27 0.00 FROM_NO_USER
- 0.573 0.7392 0.1846 0.800 0.27 0.51 PLING_QUERY
- 0.506 0.6463 0.1789 0.783 0.27 0.00 HTML_EVENT_UNSAFE
- 0.015 0.0065 0.0358 0.153 0.27 -0.10 RCVD_IN_BSP_OTHER
- 23.352 19.2045 33.0225 0.368 0.26 0.14 FORGED_RCVD_HELO
- 1.625 2.0925 0.5349 0.796 0.26 0.02 UPPERCASE_25_50
- 0.005 0.0057 0.0038 0.600 0.25 -0.00 NO_RECEIVED
- 1.331 1.6934 0.4878 0.776 0.25 0.00 URI_HEX
- 3.535 4.4079 1.5012 0.746 0.25 0.00 BAYES_50
- 0.004 0.0000 0.0132 0.000 0.25 0.00 MIME_BOUND_DIGITS_7
- 1.279 1.6239 0.4747 0.774 0.25 0.00 MSGID_FROM_MTA_HEADER
- 0.610 0.7659 0.2467 0.756 0.24 0.00 FROM_EXCESS_QP
- 0.324 0.3991 0.1488 0.728 0.24 0.00 LOTS_OF_STUFF
- 7.292 7.5013 6.8034 0.524 0.24 0.96 NO_REAL_NAME
- 0.823 1.0050 0.3993 0.716 0.21 0.01 REMOVE_PAGE
- 0.206 0.2440 0.1168 0.676 0.21 0.00 BANG_MORE
- 5.334 2.5925 11.7252 0.181 0.21 -0.00 SPF_HELO_PASS
- 0.143 0.1672 0.0866 0.659 0.20 0.04 HTML_FONT_FACE_CAPS
- 0.204 0.0509 0.5613 0.083 0.20 -0.18 BAYES_40
- 1.937 2.2718 1.1565 0.663 0.19 0.07 MAILTO_TO_SPAM_ADDR
- 0.396 0.4686 0.2260 0.675 0.18 0.05 WEIRD_PORT
- 0.884 1.0503 0.4954 0.680 0.17 0.00 LOW_PRICE
- 1.799 2.0278 1.2658 0.616 0.16 0.02 MIME_HEADER_CTYPE_ONLY
- 2.413 2.6426 1.8779 0.585 0.16 0.00 HTML_BADTAG_00_10
- 0.430 0.4855 0.2995 0.619 0.15 0.06 MISSING_HEADERS
- 0.635 0.7295 0.4163 0.637 0.14 0.00 HTML_IMAGE_RATIO_06
- 0.672 0.7602 0.4671 0.619 0.13 0.00 URI_DIGITS
- 0.381 0.4136 0.3051 0.575 0.12 0.00 HTML_IMAGE_RATIO_08
- 0.073 0.0646 0.0923 0.412 0.12 0.00 BLANK_LINES_90_100
- 1.356 1.3767 1.3091 0.513 0.12 0.03 HTML_NONELEMENT_00_10
- 3.267 2.6241 4.7654 0.355 0.10 -0.00 SPF_PASS
- 0.731 0.7780 0.6216 0.556 0.10 0.00 HTML_NONELEMENT_10_20
- 1.186 0.9679 1.6933 0.364 0.03 0.00 URI_REDIRECTOR
- 0.460 0.3975 0.6046 0.397 0.00 0.00 TO_ADDRESS_EQ_REAL
+OVERALL SPAM% HAM% S/O RANK SCORE NAME
+ 0 119083 67550 0.638 0.00 0.00 (all messages)
+0.00000 63.8060 36.1940 0.638 0.00 0.00 (all messages as %)
+ 26.321 41.2469 0.0074 1.000 1.00 1.50 URIBL_JP_SURBL
+ 21.365 33.4800 0.0089 1.000 0.99 1.40 URIBL_SC_SURBL
+ 9.605 15.0525 0.0015 1.000 0.99 4.50 L_SPAM_TOOL_13
+ 9.282 14.5478 0.0000 1.000 0.99 2.52 RCVD_FORGED_WROTE
+ 9.250 14.4966 0.0000 1.000 0.99 4.33 RCVD_FORGED_WROTE2
+ 8.088 12.6744 0.0015 1.000 0.98 0.00 HDR_ORDER_FTSDMCXX_001C
+ 7.520 11.7851 0.0000 1.000 0.98 4.42 FH_MSGID_XXBLAH
+ 13.929 21.8226 0.0133 0.999 0.97 1.86 URIBL_AB_SURBL
+ 6.420 10.0619 0.0000 1.000 0.97 3.94 HELO_LOCALHOST
+ 6.290 9.8562 0.0030 1.000 0.96 0.65 STOCK_IMG_CTYPE
+ 6.447 10.1005 0.0059 0.999 0.96 0.00 STOCK_IMG_HDR_FROM
+ 5.537 8.6763 0.0030 1.000 0.96 2.43 HELO_DYNAMIC_IPADDR
+ 6.162 9.6538 0.0059 0.999 0.96 0.00 STOCK_IMG_HTML
+ 4.732 7.4133 0.0044 0.999 0.95 2.27 DC_GIF_UNO_LARGO
+ 6.847 10.7245 0.0104 0.999 0.95 0.00 FM_DDDD_TIMES_2
+ 3.695 5.7918 0.0000 1.000 0.95 3.38 HDR_ORDER_FTSDMCXX_BAT
+ 4.414 6.9153 0.0044 0.999 0.95 4.20 TVD_STOCK1
+ 7.540 11.8086 0.0163 0.999 0.95 0.00 DYN_RDNS_AND_INLINE_IMAGE
+ 13.018 20.3883 0.0252 0.999 0.94 1.50 RAZOR2_CF_RANGE_E8_51_100
+ 3.051 4.7824 0.0000 1.000 0.94 4.39 HELO_DYNAMIC_IPADDR2
+ 10.835 16.9680 0.0237 0.999 0.94 1.50 RAZOR2_CF_RANGE_E4_51_100
+ 3.376 5.2887 0.0030 0.999 0.94 1.59 CURR_PRICE
+ 2.525 3.9577 0.0000 1.000 0.94 3.24 FH_MSGID_000000
+ 2.522 3.9527 0.0000 1.000 0.93 2.03 AXB_XMID_OEGOESNULL
+ 7.689 12.0378 0.0237 0.998 0.93 0.07 FH_HELO_EQ_D_D_D_D
+ 4.539 7.1068 0.0133 0.998 0.93 1.44 FB_CIALIS_LEO3
+ 3.551 5.5608 0.0089 0.998 0.93 0.00 DC_IMAGE_SPAM_HTML
+ 23.055 36.1101 0.0400 0.999 0.93 2.23 URIBL_BLACK
+ 2.383 3.7344 0.0000 1.000 0.93 3.02 AXB_XMID_1510
+ 2.699 4.2265 0.0059 0.999 0.93 3.21 FORGED_MUA_OUTLOOK
+ 4.459 6.9800 0.0148 0.998 0.93 0.50 DYN_RDNS_SHORT_HELO_HTML
+ 2.341 3.6697 0.0000 1.000 0.92 3.41 FB_SOFTTABS
+ 2.293 3.5941 0.0000 1.000 0.92 1.93 CTYPE_8SPACE_GIF
+ 2.350 3.6815 0.0030 0.999 0.92 4.00 FM_DOESNT_SAY_STOCK
+ 4.588 7.1790 0.0192 0.997 0.92 1.50 CTYPE_001C_A
+ 2.664 4.1694 0.0089 0.998 0.92 1.44 TVD_FW_GRAPHIC_NAME_LONG
+ 3.110 4.8672 0.0118 0.998 0.92 2.17 HTML_IMAGE_ONLY_08
+ 2.271 3.5580 0.0015 1.000 0.92 0.68 SHORT_TERM_PRICE
+ 2.096 3.2851 0.0000 1.000 0.91 3.57 TVD_QUAL_MEDS
+ 2.190 3.4312 0.0015 1.000 0.91 0.00 LONG_TERM_PRICE
+ 1.993 3.1230 0.0000 1.000 0.91 0.00 STOCK_PRICES
+ 2.097 3.2851 0.0015 1.000 0.91 3.72 FM_RE_HELLO_SPAM
+ 2.674 4.1836 0.0133 0.997 0.91 0.00 STOCK_IMG_OUTLOOK
+ 1.898 2.9744 0.0000 1.000 0.91 4.29 HELO_DYNAMIC_HCC
+ 1.841 2.8854 0.0000 1.000 0.91 1.93 TVD_RCVD_IP
+ 6.372 9.9687 0.0311 0.997 0.90 0.00 DIGEST_MULTIPLE
+ 1.738 2.7233 0.0000 1.000 0.90 4.03 MID_DEGREES
+ 4.063 6.3544 0.0237 0.996 0.90 1.12 SHORT_HELO_AND_INLINE_IMAGE
+ 1.709 2.6788 0.0000 1.000 0.90 0.00 FH_HOST_EQ_VERIZON_P
+ 17.627 27.5984 0.0489 0.998 0.90 3.03 RCVD_IN_XBL
+ 19.280 30.1873 0.0503 0.998 0.90 1.50 URIBL_OB_SURBL
+ 1.646 2.5797 0.0000 1.000 0.90 1.56 DRUG_ED_GENERIC
+ 6.054 9.4690 0.0326 0.997 0.90 0.27 PART_CID_STOCK_LESS
+ 1.524 2.3891 0.0000 1.000 0.90 0.09 TVD_ENVFROM_APOST
+ 2.129 3.3321 0.0089 0.997 0.90 0.00 DYN_RDNS_SHORT_HELO_IMAGE
+ 1.492 2.3370 0.0015 0.999 0.89 2.33 FH_HOST_ALMOST_IP
+ 2.526 3.9477 0.0192 0.995 0.89 0.00 HTML_SHORT_LINK_IMG_1
+ 1.475 2.3110 0.0015 0.999 0.89 1.50 FM_LIKE_STOCKS
+ 1.383 2.1682 0.0000 1.000 0.89 3.03 HELO_DYNAMIC_SPLIT_IP
+ 1.278 2.0028 0.0000 1.000 0.89 1.47 MIME_BOUND_DD_DIGITS
+ 1.794 2.8064 0.0089 0.997 0.89 3.50 DRUGS_STOCK_MIMEOLE
+ 1.446 2.2631 0.0044 0.998 0.88 0.00 FORGED_OUTLOOK_HTML
+ 1.740 2.7216 0.0089 0.997 0.88 1.90 SUBJ_ILLEGAL_CHARS
+ 1.223 1.9172 0.0000 1.000 0.88 2.17 FM_XMAIL_F_OUT
+ 1.305 2.0440 0.0030 0.999 0.88 0.00 DRUGS_ANXIETY_EREC
+ 17.325 27.1197 0.0577 0.998 0.88 0.50 RAZOR2_CF_RANGE_51_100
+ 1.191 1.8668 0.0000 1.000 0.88 0.00 HELO_FRIEND
+ 12.220 19.1194 0.0563 0.997 0.88 0.00 FH_MSGID_01C67
+ 1.185 1.8567 0.0000 1.000 0.88 4.20 MSGID_SPAM_CAPS
+ 2.480 3.8721 0.0266 0.993 0.87 0.54 TVD_FW_GRAPHIC_NAME_MID
+ 1.677 2.6217 0.0118 0.996 0.87 0.00 DC_IMAGE_SPAM_TEXT
+ 2.909 4.5405 0.0326 0.993 0.87 0.80 FB_GET_MEDS
+ 20.859 32.6529 0.0666 0.998 0.87 1.50 URIBL_WS_SURBL
+ 1.071 1.6787 0.0000 1.000 0.87 4.09 FH_HELO_EQ_610HEX
+ 4.794 7.4889 0.0444 0.994 0.87 0.28 DRUGS_ERECTILE
+ 1.209 1.8920 0.0059 0.997 0.87 2.84 RCVD_HELO_IP_MISMATCH
+ 5.619 8.7788 0.0474 0.995 0.87 2.84 RCVD_BAD_ID
+ 58.420 91.5160 0.0755 0.999 0.86 3.50 BAYES_99
+ 0.973 1.5250 0.0000 1.000 0.86 4.01 FM_VIAGRA_SPAM1114
+ 2.313 3.6084 0.0281 0.992 0.86 1.74 OUTLOOK_3416
+ 2.446 3.8150 0.0326 0.992 0.86 1.40 HELO_DYNAMIC_DHCP
+ 1.200 1.8760 0.0089 0.995 0.86 1.79 DATE_IN_FUTURE_96_XX
+ 10.621 16.6111 0.0622 0.996 0.86 1.29 PART_CID_STOCK
+ 0.892 1.3982 0.0000 1.000 0.86 4.10 FB_YOUR_REFI
+ 1.231 1.9222 0.0118 0.994 0.86 0.00 FORGED_OUTLOOK_TAGS
+ 1.113 1.7408 0.0074 0.996 0.85 1.35 FRT_OFFER2
+ 2.236 3.4866 0.0311 0.991 0.85 1.73 HTML_IMAGE_ONLY_16
+ 0.837 1.3117 0.0000 1.000 0.85 3.18 TVD_RCVD_IP4
+ 1.207 1.8836 0.0148 0.992 0.85 0.00 FM_SEX_HOSTDDDD
+ 0.870 1.3604 0.0044 0.997 0.85 3.79 FM_RATSIGN_1106
+ 0.776 1.2160 0.0000 1.000 0.84 1.22 HELO_LH_LD
+ 0.765 1.1992 0.0000 1.000 0.84 0.00 ONLINE_PHARMACY
+ 1.035 1.6157 0.0118 0.993 0.84 0.00 HTML_SHORT_LINK_IMG_2
+ 0.751 1.1773 0.0000 1.000 0.84 4.06 FH_HOST_EQ_DYNAMICIP
+ 1.389 2.1640 0.0222 0.990 0.84 0.34 DRUGS_ANXIETY
+ 0.702 1.1009 0.0000 1.000 0.84 0.00 TVD_VISIT_PHARMA
+ 0.689 1.0799 0.0000 1.000 0.83 4.00 FROM_ILLEGAL_CHARS
+ 1.151 1.7929 0.0192 0.989 0.83 3.04 DATE_IN_FUTURE_12_24
+ 0.784 1.2252 0.0059 0.995 0.83 1.50 DNS_FROM_RFC_DSN
+ 0.673 1.0547 0.0000 1.000 0.83 3.55 FM_ROLEX_ADS
+ 0.660 1.0346 0.0000 1.000 0.83 3.50 AXB_XMID_1212
+ 0.820 1.2798 0.0089 0.993 0.83 1.23 HG_HORMONE
+ 0.678 1.0623 0.0015 0.999 0.83 4.00 FB_LETTERS_21B
+ 1.889 2.9400 0.0370 0.988 0.83 2.50 HTML_IMAGE_ONLY_12
+ 0.620 0.9724 0.0000 1.000 0.83 3.56 FH_HELO_ALMOST_IP
+ 0.911 1.4192 0.0163 0.989 0.82 1.55 RCVD_IN_SBL
+ 0.818 1.2756 0.0118 0.991 0.82 0.00 DRUGS_MUSCLE
+ 1.152 1.7920 0.0237 0.987 0.82 0.00 HTML_SHORT_LINK_IMG_3
+ 0.599 0.9388 0.0000 1.000 0.82 3.51 WHOIS_AITPRIV
+ 1.970 3.0634 0.0415 0.987 0.82 0.00 SUBJECT_NEEDS_ENCODING
+ 0.647 1.0111 0.0044 0.996 0.82 1.23 DRUGS_ERECTILE_OBFU
+ 32.274 0.0537 89.0748 0.001 0.82 -2.60 BAYES_00
+ 0.589 0.9237 0.0000 1.000 0.82 4.00 JM_RCVD_QMAILV1
+ 2.568 3.9930 0.0548 0.986 0.82 1.55 HTML_IMAGE_ONLY_20
+ 0.594 0.9296 0.0015 0.998 0.82 3.96 KAM_STOCKOTC
+ 2.345 3.6462 0.0503 0.986 0.82 0.27 DATE_IN_FUTURE_03_06
+ 0.917 1.4242 0.0222 0.985 0.81 1.40 RATWARE_MS_HASH
+ 0.585 0.9145 0.0030 0.997 0.81 1.50 BASE64_LENGTH_79_INF
+ 0.521 0.8171 0.0000 1.000 0.81 4.00 HELO_DYNAMIC_DIALIN
+ 0.803 1.2479 0.0178 0.986 0.81 3.00 BAYES_95
+ 0.597 0.9321 0.0059 0.994 0.81 0.27 FB_HG_H_CAP
+ 0.532 0.8330 0.0015 0.998 0.81 1.59 FRT_VALIUM1
+ 0.504 0.7902 0.0000 1.000 0.81 3.24 FB_REPLIC_CAP
+ 2.332 3.6244 0.0533 0.986 0.81 3.20 FROM_LOCAL_NOVOWEL
+ 0.614 0.9565 0.0089 0.991 0.81 2.49 FRT_PENIS1
+ 0.485 0.7600 0.0000 1.000 0.81 1.85 FM_SEX_HELODDDD
+ 17.523 27.4078 0.0962 0.997 0.80 0.50 RAZOR2_CHECK
+ 1.203 1.8668 0.0340 0.982 0.80 0.09 RCVD_IN_PBL
+ 0.471 0.7381 0.0000 1.000 0.80 3.76 FB_ANA_TRIM
+ 0.464 0.7272 0.0000 1.000 0.80 3.11 MSGID_YAHOO_CAPS
+ 0.491 0.7667 0.0044 0.994 0.80 1.79 URIBL_PH_SURBL
+ 0.871 1.3495 0.0266 0.981 0.80 1.48 DNS_FROM_RFC_BOGUSMX
+ 0.422 0.6609 0.0000 1.000 0.80 2.66 HS_BODY_UPLOADED_SOFTWARE
+ 0.398 0.6231 0.0000 1.000 0.79 3.85 RATWARE_RCVD_PF
+ 0.391 0.6122 0.0000 1.000 0.79 2.07 FR_MIDER
+ 0.390 0.6105 0.0000 1.000 0.79 1.11 FU_MIDER
+ 0.443 0.6911 0.0044 0.994 0.79 1.89 IMPOTENCE
+ 0.373 0.5853 0.0000 1.000 0.79 3.80 SUBJECT_FUZZY_MEDS
+ 0.421 0.6567 0.0044 0.993 0.79 0.00 DRUGS_DIET
+ 3.511 5.4584 0.0785 0.986 0.79 2.01 FAKE_REPLY_C
+ 0.478 0.7440 0.0089 0.988 0.79 1.33 ADVANCE_FEE_3
+ 0.348 0.5458 0.0000 1.000 0.78 2.81 FRT_SYMBOL
+ 0.345 0.5408 0.0000 1.000 0.78 3.90 FS_PHARMASUB2
+ 0.364 0.5694 0.0015 0.997 0.78 1.71 FORGED_MSGID_YAHOO
+ 0.339 0.5307 0.0000 1.000 0.78 3.80 RCVD_DOUBLE_IP_SPAM
+ 0.348 0.5442 0.0015 0.997 0.78 0.64 ADVANCE_FEE_4
+ 0.346 0.5408 0.0015 0.997 0.78 1.70 TVD_FUZZY_SYMBOL
+ 1.238 1.9130 0.0474 0.976 0.78 1.17 DNS_FROM_OPENWHOIS
+ 0.880 1.3596 0.0355 0.975 0.78 0.00 BAD_CREDIT
+ 1.014 1.5661 0.0415 0.974 0.78 1.69 DATE_IN_PAST_96_XX
+ 0.330 0.5173 0.0000 1.000 0.78 3.90 FH_MSGID_01C70XXX
+ 0.327 0.5131 0.0000 1.000 0.78 3.46 XMAILER_MIMEOLE_OL_8627E
+ 0.324 0.5072 0.0000 1.000 0.77 1.30 FRT_VALIUM2
+ 1.096 1.6921 0.0444 0.974 0.77 2.34 SPAMMY_XMAILER
+ 0.331 0.5181 0.0015 0.997 0.77 2.95 FB_QUALITY_REPLICA
+ 0.420 0.6525 0.0104 0.984 0.77 2.41 TVD_SPACED_SUBJECT_WORD3
+ 0.317 0.4963 0.0000 1.000 0.77 0.08 DRUGS_MANYKINDS
+ 0.333 0.5198 0.0030 0.994 0.77 1.81 FRT_LEVITRA
+ 1.158 1.7878 0.0474 0.974 0.77 1.90 DATE_IN_FUTURE_06_12
+ 0.314 0.4921 0.0000 1.000 0.77 3.19 FU_URI_TRACKER_T
+ 0.492 0.7617 0.0163 0.979 0.77 0.80 SPF_HELO_NEUTRAL
+ 0.795 1.2260 0.0355 0.972 0.77 2.85 TVD_FINGER_02
+ 0.295 0.4627 0.0000 1.000 0.77 1.64 XMAILER_MIMEOLE_OL_465CD
+ 0.399 0.6189 0.0118 0.981 0.77 3.49 FRT_PRICE
+ 0.742 1.1421 0.0355 0.970 0.76 1.50 NO_DNS_FOR_FROM
+ 0.911 1.4024 0.0444 0.969 0.76 1.79 URI_NOVOWEL
+ 0.505 0.7801 0.0207 0.974 0.76 2.04 RCVD_ILLEGAL_IP
+ 0.264 0.4140 0.0000 1.000 0.76 2.88 DATE_SPAMWARE_Y2K
+ 0.259 0.4056 0.0000 1.000 0.76 3.65 XMAILER_MIMEOLE_OL_22B61
+ 0.296 0.0017 0.8142 0.002 0.76 -1.80 ALL_TRUSTED
+ 13.492 21.0626 0.1451 0.993 0.76 1.00 EXTRA_MPART_TYPE
+ 0.256 0.4006 0.0000 1.000 0.76 3.71 HELO_LH_HOME
+ 3.166 4.9100 0.0903 0.982 0.76 1.20 RCVD_IN_DSBL
+ 0.464 0.7155 0.0207 0.972 0.76 0.00 HTTP_EXCESSIVE_ESCAPES
+ 0.257 0.4022 0.0015 0.996 0.76 1.91 MSGID_RANDY
+ 0.245 0.3838 0.0000 1.000 0.75 2.50 FS_REPLICAWATCH
+ 0.251 0.3930 0.0015 0.996 0.75 2.42 FRT_XANAX1
+ 0.237 0.3720 0.0000 1.000 0.75 3.80 HEAD_ILLEGAL_CHARS
+ 1.937 2.9920 0.0785 0.974 0.75 0.00 MIME_HTML_ONLY_MULTI
+ 0.231 0.3619 0.0000 1.000 0.75 2.61 HTML_IMAGE_ONLY_04
+ 0.563 0.0176 1.5233 0.011 0.75 -1.11 BAYES_05
+ 0.245 0.3829 0.0030 0.992 0.75 0.32 DRUG_ED_CAPS
+ 0.229 0.3594 0.0000 1.000 0.75 2.42 NULL_IN_BODY
+ 6.990 10.8798 0.1318 0.988 0.75 0.00 FH_HOST_EQ_D_D_D_DB
+ 0.371 0.5702 0.0192 0.967 0.75 1.50 WHOIS_PRIVPROT
+ 0.247 0.3846 0.0044 0.989 0.74 1.18 MORE_SEX
+ 0.243 0.3787 0.0030 0.992 0.74 0.00 SUBJECT_DRUG_GAP_C
+ 0.380 0.5836 0.0207 0.966 0.74 1.79 UPPERCASE_75_100
+ 0.226 0.3544 0.0000 1.000 0.74 3.25 FORGED_MUA_AOL_FROM
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