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Posted to commits@spamassassin.apache.org by jm...@apache.org on 2005/08/12 02:05:56 UTC
svn commit: r231543 [4/6] - in /spamassassin/trunk: ./ rules/ t/ t/data/
Modified: spamassassin/trunk/rules/STATISTICS-set2.txt
URL: http://svn.apache.org/viewcvs/spamassassin/trunk/rules/STATISTICS-set2.txt?rev=231543&r1=231542&r2=231543&view=diff
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set2.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set2.txt Thu Aug 11 17:05:36 2005
@@ -3,160 +3,160 @@
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29498 99.96%
-# Correctly spam: 26604 95.46%
-# False positives: 13 0.04%
-# False negatives: 1266 4.54%
-# TCR(l=50): 14.545929 SpamRecall: 95.457% SpamPrec: 99.951%
+# Correctly non-spam: 53074 99.93%
+# Correctly spam: 116086 94.16%
+# False positives: 38 0.07%
+# False negatives: 7204 5.84%
+# TCR(l=50): 13.542399 SpamRecall: 94.157% SpamPrec: 99.967%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
-# Correctly non-spam: 896 3.04%
-# Correctly spam: 27870 100.00%
-# False positives: 28615 96.96%
+# Correctly non-spam: 201 0.38%
+# Correctly spam: 123290 100.00%
+# False positives: 52911 99.62%
# False negatives: 0 0.00%
-# TCR(l=50): 0.019479 SpamRecall: 100.000% SpamPrec: 49.341%
+# TCR(l=50): 0.046603 SpamRecall: 100.000% SpamPrec: 69.971%
# SUMMARY for threshold -3.0:
-# Correctly non-spam: 984 3.33%
-# Correctly spam: 27869 100.00%
-# False positives: 28527 96.67%
-# False negatives: 1 0.00%
-# TCR(l=50): 0.019539 SpamRecall: 99.996% SpamPrec: 49.417%
+# Correctly non-spam: 400 0.75%
+# Correctly spam: 123290 100.00%
+# False positives: 52712 99.25%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.046779 SpamRecall: 100.000% SpamPrec: 70.050%
# SUMMARY for threshold -2.0:
-# Correctly non-spam: 1061 3.60%
-# Correctly spam: 27869 100.00%
-# False positives: 28450 96.40%
-# False negatives: 1 0.00%
-# TCR(l=50): 0.019592 SpamRecall: 99.996% SpamPrec: 49.484%
+# Correctly non-spam: 43945 82.74%
+# Correctly spam: 123275 99.99%
+# False positives: 9167 17.26%
+# False negatives: 15 0.01%
+# TCR(l=50): 0.268978 SpamRecall: 99.988% SpamPrec: 93.078%
# SUMMARY for threshold -1.0:
-# Correctly non-spam: 25828 87.52%
-# Correctly spam: 27815 99.80%
-# False positives: 3683 12.48%
-# False negatives: 55 0.20%
-# TCR(l=50): 0.151299 SpamRecall: 99.803% SpamPrec: 88.307%
-
-# SUMMARY for threshold 0.0:
-# Correctly non-spam: 27613 93.57%
-# Correctly spam: 27764 99.62%
-# False positives: 1898 6.43%
-# False negatives: 106 0.38%
-# TCR(l=50): 0.293350 SpamRecall: 99.620% SpamPrec: 93.601%
+# Correctly non-spam: 48001 90.38%
+# Correctly spam: 123258 99.97%
+# False positives: 5111 9.62%
+# False negatives: 32 0.03%
+# TCR(l=50): 0.482389 SpamRecall: 99.974% SpamPrec: 96.019%
+
+# SUMMARY for threshold 5.0:
+# Correctly non-spam: 53074 99.93%
+# Correctly spam: 116086 94.16%
+# False positives: 38 0.07%
+# False negatives: 7204 5.84%
+# TCR(l=50): 13.542399 SpamRecall: 94.157% SpamPrec: 99.967%
# SUMMARY for threshold 1.0:
-# Correctly non-spam: 28864 97.81%
-# Correctly spam: 27687 99.34%
-# False positives: 647 2.19%
-# False negatives: 183 0.66%
-# TCR(l=50): 0.856669 SpamRecall: 99.343% SpamPrec: 97.717%
+# Correctly non-spam: 52343 98.55%
+# Correctly spam: 122806 99.61%
+# False positives: 769 1.45%
+# False negatives: 484 0.39%
+# TCR(l=50): 3.166641 SpamRecall: 99.607% SpamPrec: 99.378%
# SUMMARY for threshold 2.0:
-# Correctly non-spam: 29241 99.09%
-# Correctly spam: 27566 98.91%
-# False positives: 270 0.91%
-# False negatives: 304 1.09%
-# TCR(l=50): 2.018980 SpamRecall: 98.909% SpamPrec: 99.030%
+# Correctly non-spam: 52792 99.40%
+# Correctly spam: 122272 99.17%
+# False positives: 320 0.60%
+# False negatives: 1018 0.83%
+# TCR(l=50): 7.244682 SpamRecall: 99.174% SpamPrec: 99.739%
# SUMMARY for threshold 3.0:
-# Correctly non-spam: 29397 99.61%
-# Correctly spam: 27389 98.27%
-# False positives: 114 0.39%
-# False negatives: 481 1.73%
-# TCR(l=50): 4.508979 SpamRecall: 98.274% SpamPrec: 99.585%
+# Correctly non-spam: 52966 99.73%
+# Correctly spam: 121622 98.65%
+# False positives: 146 0.27%
+# False negatives: 1668 1.35%
+# TCR(l=50): 13.747770 SpamRecall: 98.647% SpamPrec: 99.880%
# SUMMARY for threshold 4.0:
-# Correctly non-spam: 29472 99.87%
-# Correctly spam: 27019 96.95%
-# False positives: 39 0.13%
-# False negatives: 851 3.05%
-# TCR(l=50): 9.950018 SpamRecall: 96.947% SpamPrec: 99.856%
+# Correctly non-spam: 53042 99.87%
+# Correctly spam: 118803 96.36%
+# False positives: 70 0.13%
+# False negatives: 4487 3.64%
+# TCR(l=50): 15.436334 SpamRecall: 96.361% SpamPrec: 99.941%
# SUMMARY for threshold 4.5:
-# Correctly non-spam: 29486 99.92%
-# Correctly spam: 26798 96.15%
-# False positives: 25 0.08%
-# False negatives: 1072 3.85%
-# TCR(l=50): 12.002584 SpamRecall: 96.154% SpamPrec: 99.907%
+# Correctly non-spam: 53058 99.90%
+# Correctly spam: 117926 95.65%
+# False positives: 54 0.10%
+# False negatives: 5364 4.35%
+# TCR(l=50): 15.288938 SpamRecall: 95.649% SpamPrec: 99.954%
# SUMMARY for threshold 5.5:
-# Correctly non-spam: 29508 99.99%
-# Correctly spam: 26337 94.50%
-# False positives: 3 0.01%
-# False negatives: 1533 5.50%
-# TCR(l=50): 16.559715 SpamRecall: 94.499% SpamPrec: 99.989%
+# Correctly non-spam: 53083 99.95%
+# Correctly spam: 114455 92.83%
+# False positives: 29 0.05%
+# False negatives: 8835 7.17%
+# TCR(l=50): 11.987360 SpamRecall: 92.834% SpamPrec: 99.975%
# SUMMARY for threshold 6.0:
-# Correctly non-spam: 29510 100.00%
-# Correctly spam: 25984 93.23%
-# False positives: 1 0.00%
-# False negatives: 1886 6.77%
-# TCR(l=50): 14.395661 SpamRecall: 93.233% SpamPrec: 99.996%
+# Correctly non-spam: 53091 99.96%
+# Correctly spam: 112278 91.07%
+# False positives: 21 0.04%
+# False negatives: 11012 8.93%
+# TCR(l=50): 10.221356 SpamRecall: 91.068% SpamPrec: 99.981%
# SUMMARY for threshold 6.5:
-# Correctly non-spam: 29510 100.00%
-# Correctly spam: 25632 91.97%
-# False positives: 1 0.00%
-# False negatives: 2238 8.03%
-# TCR(l=50): 12.180944 SpamRecall: 91.970% SpamPrec: 99.996%
+# Correctly non-spam: 53097 99.97%
+# Correctly spam: 110798 89.87%
+# False positives: 15 0.03%
+# False negatives: 12492 10.13%
+# TCR(l=50): 9.310527 SpamRecall: 89.868% SpamPrec: 99.986%
# SUMMARY for threshold 7.0:
-# Correctly non-spam: 29510 100.00%
-# Correctly spam: 25344 90.94%
-# False positives: 1 0.00%
-# False negatives: 2526 9.06%
-# TCR(l=50): 10.819099 SpamRecall: 90.936% SpamPrec: 99.996%
+# Correctly non-spam: 53106 99.99%
+# Correctly spam: 108929 88.35%
+# False positives: 6 0.01%
+# False negatives: 14361 11.65%
+# TCR(l=50): 8.409385 SpamRecall: 88.352% SpamPrec: 99.994%
# SUMMARY for threshold 8.0:
-# Correctly non-spam: 29510 100.00%
-# Correctly spam: 24500 87.91%
-# False positives: 1 0.00%
-# False negatives: 3370 12.09%
-# TCR(l=50): 8.149123 SpamRecall: 87.908% SpamPrec: 99.996%
+# Correctly non-spam: 53108 99.99%
+# Correctly spam: 104599 84.84%
+# False positives: 4 0.01%
+# False negatives: 18691 15.16%
+# TCR(l=50): 6.526388 SpamRecall: 84.840% SpamPrec: 99.996%
# SUMMARY for threshold 9.0:
-# Correctly non-spam: 29510 100.00%
-# Correctly spam: 23565 84.55%
-# False positives: 1 0.00%
-# False negatives: 4305 15.45%
-# TCR(l=50): 6.399541 SpamRecall: 84.553% SpamPrec: 99.996%
+# Correctly non-spam: 53110 100.00%
+# Correctly spam: 99464 80.67%
+# False positives: 2 0.00%
+# False negatives: 23826 19.33%
+# TCR(l=50): 5.152972 SpamRecall: 80.675% SpamPrec: 99.998%
# SUMMARY for threshold 10.0:
-# Correctly non-spam: 29511 100.00%
-# Correctly spam: 22545 80.89%
-# False positives: 0 0.00%
-# False negatives: 5325 19.11%
-# TCR(l=50): 5.233803 SpamRecall: 80.893% SpamPrec: 100.000%
+# Correctly non-spam: 53111 100.00%
+# Correctly spam: 94340 76.52%
+# False positives: 1 0.00%
+# False negatives: 28950 23.48%
+# TCR(l=50): 4.251379 SpamRecall: 76.519% SpamPrec: 99.999%
# SUMMARY for threshold 12.0:
-# Correctly non-spam: 29511 100.00%
-# Correctly spam: 20494 73.53%
+# Correctly non-spam: 53112 100.00%
+# Correctly spam: 83507 67.73%
# False positives: 0 0.00%
-# False negatives: 7376 26.47%
-# TCR(l=50): 3.778471 SpamRecall: 73.534% SpamPrec: 100.000%
+# False negatives: 39783 32.27%
+# TCR(l=50): 3.099062 SpamRecall: 67.732% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
-# Correctly non-spam: 29511 100.00%
-# Correctly spam: 17034 61.12%
+# Correctly non-spam: 53112 100.00%
+# Correctly spam: 66811 54.19%
# False positives: 0 0.00%
-# False negatives: 10836 38.88%
-# TCR(l=50): 2.571982 SpamRecall: 61.119% SpamPrec: 100.000%
+# False negatives: 56479 45.81%
+# TCR(l=50): 2.182935 SpamRecall: 54.190% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
-# Correctly non-spam: 29511 100.00%
-# Correctly spam: 14587 52.34%
+# Correctly non-spam: 53112 100.00%
+# Correctly spam: 58217 47.22%
# False positives: 0 0.00%
-# False negatives: 13283 47.66%
-# TCR(l=50): 2.098171 SpamRecall: 52.339% SpamPrec: 100.000%
+# False negatives: 65073 52.78%
+# TCR(l=50): 1.894641 SpamRecall: 47.220% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
-# Correctly non-spam: 29511 100.00%
-# Correctly spam: 11160 40.04%
+# Correctly non-spam: 53112 100.00%
+# Correctly spam: 46819 37.97%
# False positives: 0 0.00%
-# False negatives: 16710 59.96%
-# TCR(l=50): 1.667864 SpamRecall: 40.043% SpamPrec: 100.000%
+# False negatives: 76471 62.03%
+# TCR(l=50): 1.612245 SpamRecall: 37.975% SpamPrec: 100.000%
Test hit frequencies, for spam and ham corpora:
@@ -165,775 +165,710 @@
and the 'score' field should be ignored.)
OVERALL% SPAM% HAM% S/O RANK SCORE NAME
- 513620 250316 263304 0.487 0.00 0.00 (all messages)
-100.000 48.7356 51.2644 0.487 0.00 0.00 (all messages as %)
- 15.149 31.0839 0.0004 1.000 1.00 4.16 MIME_BOUND_DD_DIGITS
- 7.942 16.2950 0.0004 1.000 0.99 4.16 RCVD_DOUBLE_IP_SPAM
- 7.446 15.2775 0.0004 1.000 0.99 4.16 X_MESSAGE_INFO
- 35.784 73.4212 0.0034 1.000 0.98 4.07 BAYES_99
- 6.579 13.4989 0.0008 1.000 0.98 3.54 MSGID_SPAM_CAPS
- 7.037 14.4385 0.0011 1.000 0.98 4.07 HELO_DYNAMIC_IPADDR
- 3.987 8.1793 0.0008 1.000 0.96 3.38 DATE_SPAMWARE_Y2K
- 4.254 8.7270 0.0015 1.000 0.95 0.02 DRUGS_ANXIETY_EREC
- 3.214 6.5949 0.0004 1.000 0.94 0.01 DRUGS_MANYKINDS
- 3.788 7.7694 0.0023 1.000 0.94 0.06 DRUGS_DIET
- 3.429 7.0351 0.0015 1.000 0.94 0.00 DRUGS_DIET_EREC
- 2.943 6.0388 0.0000 1.000 0.94 3.88 RATWARE_ZERO_TZ
- 2.832 5.8115 0.0000 1.000 0.94 3.88 DRUGS_ANXIETY_OBFU
- 3.286 6.7383 0.0034 0.999 0.93 0.96 HELO_DYNAMIC_DHCP
- 4.307 8.8320 0.0057 0.999 0.93 3.80 FORGED_MUA_OUTLOOK
- 2.660 5.4579 0.0008 1.000 0.92 2.45 HELO_DYNAMIC_HCC
- 5.607 11.4967 0.0084 0.999 0.92 1.14 HTML_BACKHAIR_8
- 2.461 5.0484 0.0008 1.000 0.92 0.00 DRUGS_DIET_PAIN
- 2.114 4.3385 0.0000 1.000 0.92 2.96 DRUGS_SLEEP_EREC
- 2.319 4.7572 0.0011 1.000 0.91 2.55 HELO_DYNAMIC_IPADDR2
- 7.099 14.5544 0.0110 0.999 0.91 1.65 RCVD_HELO_IP_MISMATCH
- 2.111 4.3305 0.0008 1.000 0.91 0.00 DRUGS_DEPR_EREC
- 4.373 8.9643 0.0084 0.999 0.91 2.55 MSGID_RANDY
- 14.135 28.9874 0.0144 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI
- 4.763 9.7625 0.0095 0.999 0.90 2.39 DRUGS_ERECTILE_OBFU
- 1.493 3.0621 0.0004 1.000 0.89 0.00 HTML_NONELEMENT_90_100
- 1.421 2.9163 0.0000 1.000 0.89 2.94 SUBJECT_DRUG_GAP_X
- 1.388 2.8480 0.0000 1.000 0.88 2.93 SUBJECT_DRUG_GAP_VA
- 1.741 3.5687 0.0030 0.999 0.88 3.45 DRUGS_PAIN_OBFU
- 1.750 3.5875 0.0034 0.999 0.88 3.48 HTML_IMAGE_ONLY_04
- 5.134 10.5199 0.0141 0.999 0.88 0.20 DRUGS_ANXIETY
- 3.022 6.1902 0.0095 0.998 0.88 0.00 DRUGS_PAIN_EREC
- 5.447 11.1607 0.0148 0.999 0.88 1.64 UNIQUE_WORDS
- 1.219 2.5012 0.0000 1.000 0.88 2.44 MSGID_YAHOO_CAPS
- 3.086 6.3204 0.0103 0.998 0.87 3.61 MSGID_DOLLARS
- 1.213 2.4877 0.0004 1.000 0.87 3.61 RATWARE_RCVD_PF
- 2.249 4.6066 0.0068 0.999 0.87 0.05 DRUGS_SLEEP
- 1.483 3.0402 0.0030 0.999 0.87 3.61 BAYES_90
- 1.329 2.7250 0.0027 0.999 0.86 3.16 SUBJECT_DRUG_GAP_VIA
- 2.792 5.7176 0.0106 0.998 0.86 3.46 SUBJ_ILLEGAL_CHARS
- 1.091 2.2384 0.0000 1.000 0.86 2.92 SUBJECT_DRUG_GAP_S
- 2.214 4.5339 0.0091 0.998 0.85 0.80 HTML_OBFUSCATE_10_20
- 1.112 2.2795 0.0011 1.000 0.85 0.02 HTML_NONELEMENT_80_90
- 1.017 2.0878 0.0000 1.000 0.85 3.00 HTML_OBFUSCATE_30_40
- 1.015 2.0822 0.0000 1.000 0.85 2.69 RATWARE_RCVD_AT
- 1.173 2.4030 0.0030 0.999 0.85 3.51 BAYES_95
- 1.121 2.2983 0.0023 0.999 0.85 0.86 FORGED_MUA_AOL_FROM
- 2.496 5.1087 0.0118 0.998 0.84 0.00 DRUGS_MUSCLE
- 4.397 9.0026 0.0194 0.998 0.84 0.00 FORGED_OUTLOOK_HTML
- 2.789 5.7088 0.0141 0.998 0.84 2.73 HTML_IMAGE_ONLY_08
- 1.541 3.1544 0.0076 0.998 0.84 3.52 BAYES_75
- 2.982 6.1031 0.0152 0.998 0.84 0.04 FORGED_OUTLOOK_TAGS
- 0.960 1.9699 0.0004 1.000 0.84 2.88 HTML_OBFUSCATE_50_60
- 0.902 1.8513 0.0000 1.000 0.84 2.69 HTML_BADTAG_90_100
- 2.589 5.2993 0.0133 0.997 0.84 2.53 DOMAIN_RATIO
- 1.004 2.0578 0.0015 0.999 0.84 3.12 MIME_BOUND_DIGITS_15
- 0.858 1.7606 0.0000 1.000 0.83 3.22 HELO_DYNAMIC_COMCAST
- 1.018 2.0866 0.0027 0.999 0.83 1.67 INVALID_TZ_EST
- 0.834 1.7118 0.0000 1.000 0.83 2.70 DRUGS_DIET_OBFU
- 2.297 4.6989 0.0144 0.997 0.82 0.00 DRUGS_DEPRESSION
- 1.088 2.2272 0.0049 0.998 0.82 1.87 OBFUSCATING_COMMENT
- 0.821 1.6843 0.0011 0.999 0.82 2.90 ONLINE_PHARMACY
- 0.753 1.5444 0.0000 1.000 0.82 2.93 EMAIL_ROT13
- 0.838 1.7166 0.0023 0.999 0.81 3.19 OBSCURED_EMAIL
- 0.739 1.5169 0.0000 1.000 0.81 2.31 HTML_BADTAG_60_70
- 0.971 1.9871 0.0046 0.998 0.81 0.00 FORGED_AOL_HTML
- 0.735 1.5081 0.0004 1.000 0.81 0.02 HTML_SHORT_CENTER
- 0.727 1.4925 0.0000 1.000 0.81 2.74 HTML_OBFUSCATE_40_50
- 1.264 2.5823 0.0103 0.996 0.81 0.01 HTML_OBFUSCATE_20_30
- 0.723 1.4845 0.0000 1.000 0.80 2.76 HELO_DYNAMIC_ATTBI
- 0.764 1.5652 0.0027 0.998 0.80 1.17 HTML_NONELEMENT_70_80
- 3.993 8.1661 0.0254 0.997 0.80 1.36 DRUGS_PAIN
- 0.893 1.8261 0.0057 0.997 0.80 0.50 HTML_FONT_SIZE_LARGE
- 0.714 1.4634 0.0019 0.999 0.79 3.33 MSGID_SPAM_ALPHA_NUM
- 1.088 2.2232 0.0091 0.996 0.79 1.37 UNRESOLVED_TEMPLATE
- 2.370 4.8415 0.0213 0.996 0.79 1.81 URI_AFFILIATE
- 18.939 38.8173 0.0418 0.999 0.78 1.82 MPART_ALT_DIFF
- 0.607 1.2444 0.0004 1.000 0.78 2.05 PERCENT_RANDOM
- 1.192 2.4301 0.0141 0.994 0.78 2.15 FORGED_HOTMAIL_RCVD
- 0.559 1.1473 0.0004 1.000 0.78 1.03 HTML_BADTAG_50_60
- 0.533 1.0934 0.0000 1.000 0.78 2.89 VIA_GAP_GRA
- 0.615 1.2608 0.0015 0.999 0.77 3.19 NIGERIAN_BODY1
- 0.565 1.1577 0.0008 0.999 0.77 0.00 HTML_BADTAG_40_50
- 2.683 5.4787 0.0247 0.996 0.77 2.74 HTML_IMAGE_ONLY_12
- 0.712 1.4578 0.0038 0.997 0.77 0.00 FROM_ILLEGAL_CHARS
- 0.521 1.0694 0.0000 1.000 0.77 3.06 HELO_DYNAMIC_OOL
- 0.633 1.2964 0.0027 0.998 0.77 0.41 DRUG_DOSAGE
- 9.530 19.5101 0.0429 0.998 0.77 1.91 LONGWORDS
- 0.626 1.2804 0.0034 0.997 0.76 0.08 HTML_NONELEMENT_60_70
- 0.629 1.2860 0.0046 0.996 0.76 0.10 HTML_SHORT_COMMENT
- 0.491 1.0059 0.0008 0.999 0.75 2.19 NIGERIAN_BODY2
- 0.496 1.0163 0.0015 0.999 0.75 1.65 X_AUTH_WARN_FAKED
- 0.471 0.9664 0.0004 1.000 0.75 0.99 HELO_DYNAMIC_SPLIT_IP
- 0.470 0.9628 0.0011 0.999 0.74 2.50 SUBJECT_DRUG_GAP_C
- 0.486 0.9947 0.0023 0.998 0.74 0.02 HTML_BADTAG_30_40
- 0.536 1.0938 0.0053 0.995 0.74 0.04 HTML_BADTAG_20_30
- 0.439 0.9009 0.0008 0.999 0.74 3.02 STRONG_BUY
- 0.399 0.8186 0.0000 1.000 0.74 2.69 SUBJECT_DRUG_GAP_VIC
- 2.786 5.6812 0.0338 0.994 0.73 1.40 MIME_BASE64_TEXT
- 0.478 0.9772 0.0027 0.997 0.73 3.05 MSGID_SPAM_LETTERS
- 1.312 2.6690 0.0228 0.992 0.73 0.56 HTML_OBFUSCATE_05_10
- 0.453 0.9276 0.0019 0.998 0.73 1.15 HG_HORMONE
- 0.392 0.8046 0.0000 1.000 0.73 2.55 RATWARE_EGROUPS
- 0.394 0.8082 0.0004 1.000 0.73 2.69 ENTITY_DEC_ALPHANUM
- 0.721 1.4689 0.0106 0.993 0.73 0.22 MONEY_BACK
- 0.532 1.0854 0.0065 0.994 0.73 1.46 URI_OFFERS
- 0.385 0.7906 0.0000 1.000 0.73 2.45 FORGED_MUA_THEBAT_BOUN
- 0.586 1.1949 0.0080 0.993 0.72 0.00 IMPOTENCE
- 0.385 0.7890 0.0000 1.000 0.72 2.43 HTML_OBFUSCATE_60_70
- 0.384 0.7882 0.0000 1.000 0.72 2.48 FORGED_MUA_OIMO
- 0.517 1.0539 0.0065 0.994 0.72 0.00 HTML_NONELEMENT_50_60
- 0.528 1.0762 0.0076 0.993 0.72 0.03 HTML_TAG_BALANCE_HEAD
- 1.630 3.3150 0.0289 0.991 0.72 1.02 HTML_FONT_LOW_CONTRAST
- 0.357 0.7335 0.0000 1.000 0.71 2.47 KOREAN_UCE_SUBJECT
- 0.517 1.0515 0.0084 0.992 0.71 2.25 ALL_NATURAL
- 0.390 0.7978 0.0030 0.996 0.71 0.50 FORGED_MUA_EUDORA
- 0.414 0.8441 0.0046 0.995 0.70 1.10 HTML_ATTR_UNIQUE
- 0.347 0.7115 0.0004 0.999 0.70 0.60 INVALID_TZ_CST
- 0.508 1.0331 0.0084 0.992 0.70 0.00 HTML_COMMENT_SHORT
- 0.338 0.6927 0.0000 1.000 0.70 2.87 FAKE_OUTBLAZE_RCVD
- 1.103 0.0256 2.1272 0.012 0.70 -2.87 ALL_TRUSTED
- 1.558 3.1628 0.0330 0.990 0.70 0.14 HTML_BACKHAIR_4
- 0.330 0.6767 0.0000 1.000 0.70 2.43 FORGED_THEBAT_HTML
- 0.332 0.6815 0.0004 0.999 0.70 2.27 NIGERIAN_BODY3
- 0.332 0.6799 0.0008 0.999 0.69 0.55 FORGED_IMS_HTML
- 0.304 0.6240 0.0000 1.000 0.69 1.20 FORGED_AOL_TAGS
- 1.175 2.3806 0.0281 0.988 0.69 0.11 BODY_ENHANCEMENT2
- 0.300 0.6152 0.0000 1.000 0.69 2.57 HELO_DYNAMIC_YAHOOBB
- 0.351 0.7175 0.0030 0.996 0.69 1.90 FROM_NUM_AT_WEBMAIL
- 1.871 3.7932 0.0429 0.989 0.68 2.86 DATE_IN_FUTURE_12_24
- 0.297 0.6080 0.0008 0.999 0.68 2.31 RATWARE_NETIP
- 0.600 1.2145 0.0156 0.987 0.68 1.12 HTML_FONT_SIZE_NONE
- 0.393 0.7978 0.0072 0.991 0.68 1.68 FORGED_MUA_IMS
- 0.395 0.8026 0.0080 0.990 0.67 0.00 DRUG_ED_CAPS
- 0.279 0.5713 0.0008 0.999 0.67 1.66 BANG_EXERCISE
- 0.677 1.3691 0.0194 0.986 0.67 0.07 HTML_SHORT_LENGTH
- 0.257 0.5273 0.0000 1.000 0.67 2.09 HTML_BADTAG_70_80
- 0.470 0.9520 0.0122 0.987 0.66 2.77 FROM_ALL_NUMS
- 0.753 1.5197 0.0232 0.985 0.66 0.59 FRONTPAGE
- 7.858 16.0301 0.0885 0.995 0.66 0.80 DRUGS_ERECTILE
- 0.660 1.3323 0.0201 0.985 0.66 0.07 BODY_ENHANCEMENT
- 0.300 0.6116 0.0038 0.994 0.66 0.70 SUBJECT_DRUG_GAP_P
- 1.105 2.2324 0.0330 0.985 0.66 2.06 MAILTO_SUBJ_REMOVE
- 0.241 0.4950 0.0000 1.000 0.66 2.77 SUBJECT_SEXUAL
- 0.240 0.4930 0.0000 1.000 0.66 2.52 RATWARE_OE_MALFORMED
- 0.833 1.6815 0.0266 0.984 0.65 0.00 HTML_LINK_CLICK_CAPS
- 0.372 0.7538 0.0095 0.988 0.65 0.04 STOCK_PICK
- 0.231 0.4730 0.0000 1.000 0.65 2.26 HTML_OBFUSCATE_70_80
- 0.431 0.8705 0.0133 0.985 0.65 0.41 SUBJ_BUY
- 0.232 0.4762 0.0004 0.999 0.65 2.29 MORE_SEX
- 1.815 3.6650 0.0562 0.985 0.65 0.00 MIME_HEADER_CTYPE_ONLY
- 0.257 0.5253 0.0027 0.995 0.65 1.53 MILLION_USD
- 0.454 0.9160 0.0144 0.984 0.65 0.00 HTML_NONELEMENT_40_50
- 1.222 2.4625 0.0422 0.983 0.65 1.90 SUBJ_HAS_SPACES
- 4.454 9.0498 0.0858 0.991 0.65 0.08 HTML_MIME_NO_HTML_TAG
- 0.222 0.4554 0.0000 1.000 0.65 2.57 DEEP_DISC_MEDS
- 0.218 0.4466 0.0000 1.000 0.64 2.17 FORGED_IMS_TAGS
- 0.212 0.4354 0.0000 1.000 0.64 1.52 NIGERIAN_BODY4
- 0.307 0.6232 0.0072 0.989 0.64 1.76 SORTED_RECIPS
- 0.251 0.5114 0.0030 0.994 0.64 1.86 X_LIBRARY
- 0.436 0.8785 0.0152 0.983 0.64 1.94 SUBJ_DOLLARS
- 0.352 0.7131 0.0095 0.987 0.64 1.84 HTML_LINK_PUSH_HERE
- 0.202 0.4139 0.0000 1.000 0.64 2.18 SUBJECT_DRUG_GAP_L
- 0.228 0.4662 0.0015 0.997 0.64 0.08 X_ORIG_IP_NOT_IPV4
- 0.664 1.3379 0.0243 0.982 0.64 0.25 BANG_GUAR
- 0.277 0.5637 0.0053 0.991 0.64 0.06 SUBJECT_DIET
- 0.759 1.5261 0.0292 0.981 0.63 0.96 HEAD_ILLEGAL_CHARS
- 0.179 0.3675 0.0000 1.000 0.63 2.06 REVERSE_AGING
- 0.947 1.9020 0.0387 0.980 0.63 0.01 HTML_FONT_SIZE_TINY
- 0.379 0.7642 0.0133 0.983 0.63 0.82 SATIS_GUAR
- 0.905 1.8177 0.0380 0.980 0.63 0.71 MIME_HTML_MOSTLY
- 0.170 0.3480 0.0000 1.000 0.63 2.59 NOT_ADVISOR
- 2.589 5.2374 0.0722 0.986 0.63 1.59 RCVD_ILLEGAL_IP
- 0.192 0.3931 0.0015 0.996 0.62 2.38 STOCK_ALERT
- 0.166 0.3404 0.0000 1.000 0.62 2.59 MIME_BOUND_RKFINDY
- 0.169 0.3468 0.0008 0.998 0.62 2.59 MIME_BOUND_MANY_HEX
- 10.230 20.8500 0.1341 0.994 0.62 2.43 BIZ_TLD
- 0.157 0.3228 0.0000 1.000 0.62 2.39 HELO_DYNAMIC_ADELPHIA
- 0.172 0.3516 0.0015 0.996 0.62 1.75 TERRA_ES
- 1.238 2.4833 0.0547 0.978 0.62 0.52 HTML_FONT_TINY
- 0.407 0.8162 0.0182 0.978 0.61 0.19 CLICK_TO_REMOVE_1
- 3.296 6.6696 0.0896 0.987 0.61 2.10 FORGED_YAHOO_RCVD
- 0.229 0.4650 0.0049 0.989 0.61 1.77 RATWARE_HASH_2_V2
- 0.177 0.3615 0.0023 0.994 0.61 2.13 ENGLISH_UCE_SUBJECT
- 0.154 0.3148 0.0008 0.998 0.61 2.50 MSGID_OUTLOOK_INVALID
- 0.146 0.2988 0.0000 1.000 0.61 1.75 RATWARE_MOZ_MALFORMED
- 0.206 0.4175 0.0046 0.989 0.61 2.48 NA_DOLLARS
- 0.152 0.3112 0.0008 0.998 0.61 0.00 DRUG_ED_GENERIC
- 0.204 0.4127 0.0049 0.988 0.60 0.09 RATWARE_HASH_2
- 1.172 2.3446 0.0570 0.976 0.60 1.39 MIME_BASE64_BLANKS
- 0.217 0.4398 0.0061 0.986 0.60 0.72 SAVE_THOUSANDS
- 0.146 0.2988 0.0011 0.996 0.60 0.78 RATWARE_GECKO_BUILD
- 0.141 0.2880 0.0004 0.999 0.60 1.60 DRUG_ED_SILD
- 0.501 1.0019 0.0247 0.976 0.60 0.01 HTML_COMMENT_SHOUTING
- 0.748 1.4949 0.0380 0.975 0.60 0.97 RCVD_FAKE_HELO_DOTCOM
- 0.163 0.3308 0.0034 0.990 0.60 2.50 DATE_IN_FUTURE_48_96
- 0.142 0.2892 0.0011 0.996 0.60 0.61 HTML_ATTR_BAD
- 0.243 0.4906 0.0084 0.983 0.59 0.40 GUARANTEED_STUFF
- 0.366 0.7327 0.0175 0.977 0.59 0.60 NO_RDNS_DOTCOM_HELO
- 0.146 0.2976 0.0019 0.994 0.59 2.27 HTML_FONT_SIZE_HUGE
- 0.134 0.2745 0.0004 0.999 0.59 0.40 HTML_CONVERTED
- 0.132 0.2705 0.0004 0.999 0.59 0.47 DRUGS_SMEAR1
- 0.127 0.2609 0.0000 1.000 0.59 2.43 HELO_DYNAMIC_DIALIN
- 0.941 1.8764 0.0517 0.973 0.59 0.01 HTML_BADTAG_10_20
- 0.294 0.5893 0.0133 0.978 0.59 0.61 AS_SEEN_ON
- 0.149 0.3032 0.0030 0.990 0.59 2.50 FORGED_MUA_MOZILLA
- 0.137 0.2796 0.0015 0.995 0.59 1.14 HTML_MISSING_CTYPE
- 0.126 0.2593 0.0000 1.000 0.59 2.07 FAKE_HELO_MSN
- 0.274 0.5497 0.0125 0.978 0.59 0.19 IP_LINK_PLUS
- 0.194 0.3899 0.0072 0.982 0.58 0.00 MIME_BASE64_ILLEGAL
- 0.247 0.4962 0.0110 0.978 0.58 2.40 MARKETING_PARTNERS
- 0.143 0.2896 0.0034 0.988 0.58 2.24 FROM_OFFERS
- 1.106 2.2068 0.0592 0.974 0.58 0.79 HTML_TITLE_UNTITLED
- 0.203 0.4087 0.0080 0.981 0.58 0.67 GUARANTEED_100_PERCENT
- 0.745 1.4853 0.0422 0.972 0.58 1.32 USERPASS
- 0.882 1.7534 0.0532 0.971 0.58 0.82 BAD_CREDIT
- 0.862 1.7122 0.0532 0.970 0.57 0.02 X_MSMAIL_PRIORITY_HIGH
- 0.164 0.3292 0.0065 0.981 0.57 1.43 HAIR_LOSS
- 0.193 0.3871 0.0084 0.979 0.57 2.35 ROUND_THE_WORLD_LOCAL
- 0.114 0.2333 0.0008 0.997 0.57 2.40 RATWARE_STORM_URI
- 0.296 0.5901 0.0160 0.974 0.57 0.46 TO_MALFORMED
- 0.105 0.2161 0.0000 1.000 0.57 1.67 SUBJ_2_NUM_PARENS
- 0.370 0.7363 0.0216 0.971 0.57 1.82 PORN_URL_SEX
- 0.118 0.2417 0.0011 0.995 0.57 1.96 YAHOO_DRS_REDIR
- 0.147 0.2964 0.0049 0.984 0.57 1.84 HTML_TAG_EXIST_MARQUEE
- 0.548 1.0870 0.0357 0.968 0.57 1.07 HTML_00_10
- 0.110 0.2257 0.0008 0.997 0.57 1.72 BANG_OPRAH
- 0.174 0.3480 0.0084 0.977 0.57 0.00 CONSOLIDATE_DEBT
- 0.097 0.1981 0.0000 1.000 0.56 1.91 HTML_FORMACTION_MAILTO
- 1.739 3.4732 0.0911 0.974 0.56 1.42 FORGED_HOTMAIL_RCVD2
- 0.096 0.1978 0.0000 1.000 0.56 1.83 DIET_3
- 0.157 0.3132 0.0076 0.976 0.56 2.30 DATE_IN_FUTURE_24_48
- 0.435 0.8625 0.0285 0.968 0.56 0.47 HTML_COMMENT_SAVED_URL
- 0.094 0.1926 0.0000 1.000 0.56 1.98 CONFIRMED_FORGED
- 0.093 0.1902 0.0000 1.000 0.56 1.89 HELO_DYNAMIC_ROGERS
- 0.092 0.1886 0.0000 1.000 0.56 1.92 WRINKLES
- 0.091 0.1866 0.0000 1.000 0.56 2.31 FAKE_HELO_MAIL_COM_DOM
- 0.088 0.1806 0.0000 1.000 0.55 1.83 HTML_BADTAG_80_90
- 0.087 0.1794 0.0000 1.000 0.55 2.31 CHINA_HEADER
- 0.186 0.3707 0.0110 0.971 0.55 0.11 HTML_EMBEDS
- 0.086 0.1770 0.0000 1.000 0.55 1.84 MULTI_FORGED
- 1.973 3.9254 0.1166 0.971 0.55 0.10 HTML_TAG_BALANCE_BODY
- 0.079 0.1618 0.0000 1.000 0.55 2.31 EXCUSE_23
- 0.410 0.8102 0.0296 0.965 0.54 0.05 HTML_SHOUTING4
- 1.148 2.2671 0.0839 0.964 0.54 1.55 INVALID_TZ_GMT
- 0.474 0.9348 0.0349 0.964 0.54 0.21 LOW_PRICE
- 0.131 0.2621 0.0068 0.975 0.54 1.77 PORN_URL_MISC
- 0.143 0.2856 0.0084 0.972 0.54 1.78 EXCUSE_6
- 5.118 10.2966 0.1952 0.981 0.54 1.12 HTML_IMAGE_RATIO_02
- 1.567 3.1033 0.1067 0.967 0.54 1.99 HTML_IMAGE_ONLY_16
- 0.074 0.1510 0.0000 1.000 0.54 2.22 HDR_ORDER_TRIMRS
- 0.076 0.1546 0.0004 0.998 0.54 1.10 DRUG_ED_ONLINE
- 0.248 0.4898 0.0175 0.966 0.54 0.03 UPPERCASE_75_100
- 0.068 0.1390 0.0000 1.000 0.54 0.19 HDR_ORDER_MTSRIX
- 0.264 0.5217 0.0197 0.964 0.54 0.82 SUSPICIOUS_RECIPS
- 2.163 4.3002 0.1310 0.970 0.54 1.28 MISSING_SUBJECT
- 0.082 0.1658 0.0019 0.989 0.53 2.18 SUBJ_LIFE_INSURANCE
- 0.107 0.2137 0.0053 0.976 0.53 0.03 HTML_SHOUTING5
- 0.083 0.1670 0.0023 0.987 0.53 0.54 HELO_DYNAMIC_CHELLO_NL
- 0.300 0.5917 0.0232 0.962 0.53 1.82 TRACKER_ID
- 2.652 5.2817 0.1519 0.972 0.53 0.04 RCVD_DOUBLE_IP_LOOSE
- 0.391 0.7698 0.0311 0.961 0.53 2.08 GAPPY_SUBJECT
- 0.078 0.1578 0.0019 0.988 0.53 0.91 NO_FORMS
- 0.498 0.9776 0.0422 0.959 0.53 1.65 FROM_NO_LOWER
- 1.374 2.7058 0.1075 0.962 0.53 0.07 MAILTO_TO_REMOVE
- 0.058 0.1187 0.0000 1.000 0.53 2.01 HELO_DYNAMIC_VTR
- 0.059 0.1206 0.0004 0.997 0.53 1.99 NO_CREDIT_CHECK
- 0.056 0.1143 0.0000 1.000 0.53 1.81 HTTP_77
- 0.722 1.4178 0.0596 0.960 0.52 0.04 EXCUSE_10
- 0.131 0.2597 0.0091 0.966 0.52 0.00 MORTGAGE_BEST
- 0.101 0.2017 0.0061 0.971 0.52 1.03 DIET_2
- 0.064 0.1306 0.0015 0.989 0.52 0.19 PORN_URL_SLUT
- 1.227 2.4133 0.0999 0.960 0.52 2.05 DATE_IN_FUTURE_03_06
- 0.116 0.2293 0.0076 0.968 0.52 1.93 DATE_IN_FUTURE_96_XX
- 0.055 0.1123 0.0004 0.997 0.52 0.08 SUBJ_GUARANTEED
- 0.100 0.1989 0.0061 0.970 0.52 0.02 ONE_TIME_MAILING
- 0.051 0.1055 0.0000 1.000 0.52 2.13 FAKE_HELO_EXCITE
- 0.059 0.1194 0.0015 0.987 0.52 2.12 RATWARE_RCVD_LC_ESMTP
- 0.727 1.4262 0.0619 0.958 0.52 0.22 MIME_MISSING_BOUNDARY
- 1.710 3.3657 0.1360 0.961 0.52 0.01 HTML_SHOUTING3
- 3.502 6.9780 0.1982 0.972 0.52 0.00 HTML_FONT_INVISIBLE
- 0.064 0.1294 0.0023 0.983 0.52 0.00 HIDE_WIN_STATUS
- 0.157 0.3076 0.0141 0.956 0.52 0.91 SOME_BREAKTHROUGH
- 0.067 0.1346 0.0027 0.981 0.52 0.07 AMAZING_STUFF
- 1.779 3.4964 0.1455 0.960 0.51 0.03 HTML_BACKHAIR_2
- 0.070 0.1394 0.0034 0.976 0.51 0.13 OFFSHORE_SCAM
- 0.051 0.1043 0.0004 0.996 0.51 2.12 FORWARD_LOOKING
- 0.499 0.9736 0.0475 0.954 0.51 0.01 HTML_NONELEMENT_20_30
- 0.070 0.1390 0.0034 0.976 0.51 1.46 FROM_NO_USER
- 0.289 0.5657 0.0254 0.957 0.51 1.51 FROM_HAS_MIXED_NUMS3
- 0.048 0.0987 0.0004 0.996 0.51 0.00 FORGED_QUALCOMM_TAGS
- 0.046 0.0947 0.0000 1.000 0.51 1.80 RCVD_AM_PM
- 0.055 0.1115 0.0019 0.983 0.51 0.02 NASTY_GIRLS
- 0.064 0.1286 0.0030 0.977 0.51 0.11 FAKE_HELO_MAIL_COM
- 0.120 0.2353 0.0103 0.958 0.51 0.17 MORTGAGE_RATES
- 0.074 0.1470 0.0046 0.970 0.51 0.41 BILLION_DOLLARS
- 0.298 0.5833 0.0270 0.956 0.51 0.07 MORTGAGE_PITCH
- 0.052 0.1043 0.0015 0.986 0.50 0.90 URI_4YOU
- 0.048 0.0971 0.0011 0.988 0.50 0.92 REFINANCE_YOUR_HOME
- 0.385 0.7483 0.0399 0.949 0.50 0.29 BANG_MORE
- 0.231 0.4506 0.0224 0.953 0.50 1.06 URG_BIZ
- 0.041 0.0835 0.0000 1.000 0.50 1.68 HELO_DYNAMIC_RR2
- 0.147 0.2864 0.0152 0.950 0.50 2.02 FORGED_JUNO_RCVD
- 0.040 0.0831 0.0000 1.000 0.50 1.89 CONFIDENTIAL_ORDER
- 0.040 0.0819 0.0000 1.000 0.50 1.86 WITH_LC_SMTP
- 1.538 3.0030 0.1458 0.954 0.50 0.27 DIET_1
- 0.134 0.2601 0.0141 0.949 0.50 0.00 HTML_WIN_OPEN
- 0.166 0.3212 0.0182 0.946 0.49 0.95 SUB_HELLO
- 0.044 0.0887 0.0011 0.987 0.49 2.04 PORN_15
- 0.439 0.8473 0.0505 0.944 0.49 0.00 HTML_TABLE_THICK_BORD
- 5.024 9.9954 0.2978 0.971 0.49 1.69 INFO_TLD
- 0.049 0.0979 0.0030 0.970 0.49 0.94 CUM_SHOT
- 0.081 0.1578 0.0076 0.954 0.49 2.04 SUBJ_YOUR_DEBT
- 0.038 0.0771 0.0008 0.990 0.48 0.00 HTML_SHOUTING7
- 0.035 0.0727 0.0000 1.000 0.48 1.71 WHY_PAY_MORE
- 0.047 0.0931 0.0034 0.965 0.48 1.19 REFINANCE_NOW
- 0.038 0.0763 0.0011 0.985 0.48 1.87 NUMERIC_HTTP_ADDR
- 0.040 0.0791 0.0019 0.977 0.48 1.95 UNCLAIMED_MONEY
- 0.035 0.0719 0.0004 0.995 0.48 1.80 HELO_DYNAMIC_VELOX
- 0.034 0.0695 0.0000 1.000 0.48 1.66 HTML_OBFUSCATE_90_100
- 0.145 0.2788 0.0179 0.940 0.48 0.03 CREDIT_CARD
- 1.771 3.4401 0.1834 0.949 0.48 0.83 NORMAL_HTTP_TO_IP
- 0.047 0.0923 0.0042 0.957 0.48 0.80 DISGUISE_PORN
- 0.033 0.0683 0.0000 1.000 0.48 1.66 HTML_OBFUSCATE_80_90
- 0.033 0.0675 0.0000 1.000 0.48 1.99 MSGID_FROM_MTA_HOTMAIL
- 0.037 0.0743 0.0015 0.980 0.48 2.03 SUBJ_YOUR_FAMILY
- 0.215 0.4139 0.0254 0.942 0.47 0.80 WHY_WAIT
- 0.545 1.0471 0.0676 0.939 0.47 0.00 HTTP_ESCAPED_HOST
- 0.295 0.5677 0.0349 0.942 0.47 0.01 HTML_NONELEMENT_30_40
- 0.032 0.0659 0.0000 1.000 0.47 1.78 MSGID_SPAM_ZEROES
- 0.054 0.1051 0.0061 0.945 0.47 1.94 NIGERIAN_SUBJECT2
- 1.580 3.0589 0.1739 0.946 0.47 0.47 MIME_BOUND_NEXTPART
- 0.032 0.0655 0.0000 1.000 0.47 1.94 BANG_QUOTE
- 0.092 0.1770 0.0110 0.941 0.47 0.09 HTML_TAG_EXIST_PARAM
- 0.032 0.0647 0.0000 1.000 0.47 1.66 HELO_DYNAMIC_HOME_NL
- 1.621 3.1328 0.1831 0.945 0.47 1.02 HTML_IMAGE_ONLY_20
- 0.058 0.1107 0.0072 0.939 0.47 0.03 URI_LONG_HOSTNAME
- 0.033 0.0667 0.0008 0.989 0.47 1.79 WE_HONOR_ALL
- 0.034 0.0691 0.0015 0.978 0.47 1.88 BLANK_LINES_90_100
- 0.032 0.0655 0.0008 0.989 0.47 1.87 EXCUSE_24
- 0.511 0.9796 0.0661 0.937 0.47 0.53 INVALID_MSGID
- 0.032 0.0647 0.0008 0.988 0.47 1.70 JS_FROMCHARCODE
- 0.028 0.0583 0.0000 1.000 0.47 1.94 RATWARE_JPFREE
- 0.071 0.1346 0.0099 0.932 0.46 1.94 FREE_PORN
- 0.255 0.4910 0.0311 0.940 0.46 1.87 ADDRESS_IN_SUBJECT
- 0.028 0.0571 0.0000 1.000 0.46 1.58 MSGID_SPAM_99X9XX99
- 0.034 0.0683 0.0019 0.973 0.46 1.86 FIN_FREE
- 0.047 0.0903 0.0061 0.937 0.46 1.94 DOMAIN_4U2
- 0.057 0.1079 0.0080 0.931 0.46 0.43 ACT_NOW_CAPS
- 0.759 1.4614 0.0904 0.942 0.46 0.04 HTML_FONT_FACE_BAD
- 0.028 0.0563 0.0004 0.993 0.46 1.80 COMPETE
- 0.031 0.0627 0.0015 0.976 0.46 1.89 FREE_PREVIEW
- 2.952 5.7467 0.2959 0.951 0.46 0.02 MIME_BASE64_NO_NAME
- 0.039 0.0759 0.0042 0.948 0.46 0.22 FREE_SAMPLE
- 0.039 0.0747 0.0046 0.943 0.45 0.05 FREE_QUOTE_INSTANT
- 0.039 0.0747 0.0046 0.943 0.45 1.44 EXCUSE_4
- 0.132 0.2497 0.0197 0.927 0.45 0.51 EXCUSE_REMOVE
- 0.147 0.2792 0.0220 0.927 0.45 1.61 SOMETHING_FOR_ADULTS
- 0.108 0.2033 0.0171 0.922 0.45 0.82 MSGID_NO_HOST
- 3.058 5.9429 0.3152 0.950 0.45 1.84 PRIORITY_NO_NAME
- 0.025 0.0511 0.0008 0.985 0.45 1.68 FROM_NONSENDING_DOMAIN
- 0.177 0.3356 0.0266 0.927 0.45 0.00 REPLY_TO_ULINE_NUMS
- 0.022 0.0451 0.0000 1.000 0.45 1.85 SENT_IN_COMPLIANCE
- 6.043 11.9868 0.3927 0.968 0.45 0.03 HTML_TEXT_AFTER_HTML
- 0.050 0.0943 0.0084 0.919 0.45 0.04 HTML_SHOUTING9
- 0.047 0.0891 0.0076 0.921 0.45 1.47 GET_PAID
- 0.033 0.0643 0.0030 0.955 0.45 1.84 SELECTED_YOU
- 0.021 0.0431 0.0000 1.000 0.45 1.57 RCVD_BONUS_SPC_DATE
- 0.105 0.1974 0.0171 0.920 0.45 0.00 ENTITY_DEC_SPACE
- 0.030 0.0595 0.0027 0.957 0.45 1.08 MEET_SINGLES
- 0.418 0.7942 0.0611 0.929 0.45 0.74 BLANK_LINES_70_80
- 0.035 0.0675 0.0042 0.942 0.45 1.79 WHILE_YOU_SLEEP
- 0.020 0.0419 0.0000 1.000 0.45 1.85 RESISTANCE_IS_FUTILE
- 0.021 0.0427 0.0004 0.991 0.44 1.85 BE_BOSS
- 0.020 0.0415 0.0000 1.000 0.44 1.25 YOU_CAN_SEARCH
- 0.032 0.0611 0.0034 0.947 0.44 1.42 SEDUCTION
- 2.844 5.4947 0.3232 0.944 0.44 1.35 HTML_10_20
- 1.277 2.4237 0.1872 0.928 0.44 0.08 X_PRIORITY_HIGH
- 0.124 0.2329 0.0205 0.919 0.44 1.04 ADDR_FREE
- 0.020 0.0403 0.0000 1.000 0.44 1.61 PREST_NON_ACCREDITED
- 0.327 0.6168 0.0513 0.923 0.44 1.58 DEAR_SOMETHING
- 0.019 0.0392 0.0000 1.000 0.44 1.80 MICRO_CAP_WARNING
- 0.024 0.0467 0.0019 0.961 0.44 1.61 TO_NO_USER
- 0.020 0.0403 0.0004 0.991 0.44 1.69 BARGAIN_URL
- 0.019 0.0384 0.0000 1.000 0.44 1.51 NIGERIAN_BODY_GOVT_3
- 0.554 1.0455 0.0862 0.924 0.44 0.00 EXTRA_MPART_TYPE
- 0.019 0.0396 0.0004 0.990 0.44 1.85 HARDCORE_PORN
- 0.059 0.1079 0.0118 0.902 0.44 1.77 WEIRD_QUOTING
- 0.903 1.6999 0.1447 0.922 0.44 0.00 ORDER_NOW
- 0.024 0.0471 0.0023 0.954 0.44 1.80 BILL_1618
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- 1.250 2.3634 0.1907 0.925 0.44 0.52 HTML_IMAGE_RATIO_04
- 1.060 2.0043 0.1629 0.925 0.44 0.00 HTML_TAG_BALANCE_HTML
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- 0.015 0.0316 0.0000 1.000 0.43 1.76 HTTP_CTRL_CHARS_HOST
- 0.030 0.0559 0.0049 0.919 0.43 1.13 FORGED_EUDORAMAIL_RCVD
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- 0.015 0.0308 0.0000 1.000 0.43 1.76 REMOVE_POSTAL
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- 0.420 0.7830 0.0744 0.913 0.42 0.00 HTTP_EXCESSIVE_ESCAPES
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- 0.012 0.0252 0.0000 1.000 0.41 1.37 YAHOO_RD_REDIR
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- 0.011 0.0224 0.0000 1.000 0.41 1.67 JAPANESE_UCE_SUBJECT
- 0.011 0.0220 0.0000 1.000 0.41 1.45 FORGED_AOL_RCVD
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- 0.616 1.1382 0.1196 0.905 0.41 0.01 US_DOLLARS_3
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- 0.011 0.0216 0.0000 1.000 0.41 1.41 NONEXISTENT_CHARSET
- 0.011 0.0216 0.0000 1.000 0.41 1.45 HELO_DYNAMIC_NTL
- 0.011 0.0216 0.0000 1.000 0.41 1.50 FORGED_GW05_RCVD
- 0.020 0.0364 0.0038 0.905 0.41 0.00 BARELY_LEGAL
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- 0.141 0.2581 0.0296 0.897 0.40 0.00 MIME_BASE64_LATIN
- 0.009 0.0184 0.0004 0.980 0.40 0.00 FREE_GRANT
- 0.010 0.0192 0.0008 0.962 0.40 1.07 NONSECURED_CREDIT
- 0.013 0.0248 0.0023 0.916 0.40 0.00 LONG_DISTANCE
- 0.008 0.0168 0.0000 1.000 0.40 0.00 FAKE_HELO_LYCOS
- 8.858 17.2390 0.8895 0.951 0.40 0.00 HTML_FONT_BIG
- 0.013 0.0244 0.0023 0.914 0.40 0.92 MULTI_REMOVAL_1WORD
- 1.770 3.2787 0.3361 0.907 0.40 0.00 INVALID_DATE
- 0.008 0.0156 0.0000 1.000 0.39 0.00 MDAEMON_2_7_4
- 3.178 6.0571 0.4409 0.932 0.39 0.57 HTML_20_30
- 0.007 0.0148 0.0000 1.000 0.39 0.00 CABLE_CONVERTER
- 0.436 0.8002 0.0896 0.899 0.39 0.65 MISSING_DATE
- 0.986 1.8069 0.2047 0.898 0.39 0.60 MANY_EXCLAMATIONS
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- 0.007 0.0144 0.0000 1.000 0.39 0.00 FORGED_MUA_APPLEMAIL
- 0.993 1.8169 0.2093 0.897 0.39 0.26 SUBJ_ALL_CAPS
- 0.017 0.0300 0.0046 0.868 0.39 1.61 NO_DISAPPOINTMENT
- 0.012 0.0216 0.0023 0.904 0.39 0.00 BILL_SECTION
- 12.023 23.6353 0.9840 0.960 0.39 0.05 RCVD_BY_IP
- 0.007 0.0140 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM
- 0.421 0.7714 0.0877 0.898 0.39 0.98 DATE_IN_PAST_96_XX
- 0.042 0.0723 0.0141 0.837 0.39 0.00 HTML_SHOUTING6
- 0.411 0.7518 0.0870 0.896 0.39 0.14 RISK_FREE
- 0.007 0.0140 0.0004 0.974 0.39 0.00 NOT_ML_MARKETING
- 0.011 0.0196 0.0023 0.896 0.39 0.17 FAKE_HELO_YAHOO_CA
- 0.006 0.0120 0.0000 1.000 0.39 0.00 NO_GIMMICK
- 0.048 0.0811 0.0163 0.832 0.39 0.35 EXCUSE_12
- 0.100 0.1790 0.0258 0.874 0.39 0.00 DO_IT_TODAY
- 0.006 0.0116 0.0000 1.000 0.39 0.00 MSGID_3_DOLLARS
- 0.006 0.0116 0.0000 1.000 0.39 0.00 BTAMAIL_URL
- 0.006 0.0116 0.0000 1.000 0.39 0.00 NIGERIAN_SCAM_VIRTUE
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- 0.007 0.0136 0.0008 0.947 0.38 0.00 LESBIAN
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- 0.005 0.0100 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL
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- 0.013 0.0224 0.0038 0.855 0.38 1.47 TARGETED
- 0.013 0.0224 0.0038 0.855 0.38 0.00 HTML_ALL_CAPS
- 0.009 0.0164 0.0019 0.896 0.38 0.00 APPLY_ONLINE
- 0.007 0.0128 0.0011 0.918 0.38 0.00 LYING_EYES
- 7.269 13.9104 0.9552 0.936 0.38 1.57 BAYES_50
- 0.029 0.0483 0.0106 0.820 0.38 0.94 MILLION_EMAIL
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- 0.004 0.0076 0.0000 1.000 0.38 0.00 SAFEGUARD_NOTICE
- 0.016 0.0268 0.0057 0.825 0.38 1.00 JOIN_MILLIONS
- 0.003 0.0068 0.0000 1.000 0.38 0.00 MSGID_THREESIXSIX
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- 0.011 0.0180 0.0034 0.840 0.38 0.00 URI_IS_POUND
- 3.887 7.3383 0.6058 0.924 0.37 0.00 MISSING_OUTLOOK_NAME
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- 0.004 0.0072 0.0004 0.950 0.37 0.00 YAHOO_SRD_REDIR
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- 0.003 0.0060 0.0000 1.000 0.37 0.00 FAKE_HELO_EUDORAMAIL
- 0.022 0.0368 0.0087 0.808 0.37 1.57 CELL_PHONE_FREE
- 0.004 0.0068 0.0004 0.947 0.37 0.00 FORGED_MUA_MSN
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- 0.002 0.0044 0.0000 1.000 0.37 0.00 WALAA
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- 1.419 2.5484 0.3460 0.880 0.37 0.04 HTML_TITLE_EMPTY
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- 0.030 0.0455 0.0156 0.745 0.35 0.37 YOUR_INCOME
- 0.045 0.0707 0.0205 0.775 0.35 0.25 FREE_ACCESS
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- 0.036 0.0551 0.0186 0.748 0.34 0.49 CONGRATULATIONS
- 0.875 1.5017 0.2795 0.843 0.34 0.00 HTML_BACKHAIR_1
- 0.021 0.0296 0.0125 0.702 0.34 0.00 NO_QS_ASKED
- 0.279 0.4830 0.0855 0.850 0.33 0.28 HTML_FONT_FACE_CAPS
- 0.002 0.0004 0.0042 0.087 0.33 0.00 MIME_BOUND_HEX_24
- 1.058 1.8149 0.3388 0.843 0.33 0.00 HTTP_WITH_EMAIL_IN_URL
- 0.777 1.3231 0.2571 0.837 0.33 0.34 HTML_IMAGE_RATIO_06
- 5.016 8.0159 2.1633 0.787 0.32 0.01 LINES_OF_YELLING
- 1.346 2.3095 0.4307 0.843 0.32 1.29 UNDISC_RECIPS
- 0.364 0.6208 0.1204 0.838 0.32 1.16 NO_OBLIGATION
- 0.003 0.0004 0.0061 0.062 0.32 0.00 WE_HATE_SPAM2
- 0.151 0.2481 0.0581 0.810 0.31 0.48 OPTING_OUT_CAPS
- 5.458 7.3563 3.6540 0.668 0.31 0.52 FROM_ENDS_IN_NUMS
- 8.309 7.3567 9.2148 0.444 0.31 0.34 NO_REAL_NAME
- 0.039 0.0543 0.0235 0.698 0.31 0.00 RICH
- 0.133 0.2121 0.0573 0.787 0.30 0.00 ALL_CAP_FOR_ADULTS
- 0.960 1.5976 0.3543 0.818 0.30 1.15 DATE_IN_FUTURE_06_12
- 0.090 0.1366 0.0456 0.750 0.30 0.01 EXCUSE_11
- 0.062 0.0903 0.0361 0.714 0.30 0.00 HTML_TITLE_EXTRA
- 1.597 2.5276 0.7113 0.780 0.29 0.04 UPPERCASE_25_50
- 0.075 0.1099 0.0425 0.721 0.29 0.08 FULL_REFUND
- 0.309 0.5090 0.1189 0.811 0.29 0.01 EXCUSE_7
- 2.277 3.6242 0.9969 0.784 0.29 0.03 URI_REDIRECTOR
- 0.387 0.6248 0.1610 0.795 0.29 0.00 LOTS_OF_STUFF
- 0.105 0.1594 0.0539 0.747 0.29 0.02 EXCUSE_19
- 0.677 1.0635 0.3091 0.775 0.29 0.00 HTML_EVENT
- 0.019 0.0204 0.0182 0.528 0.29 0.01 DIRECT_EMAIL
- 0.028 0.0336 0.0228 0.596 0.28 0.00 X_ESMTP
- 0.688 1.0682 0.3262 0.766 0.28 0.00 HTML_JAVASCRIPT
- 0.264 0.4207 0.1158 0.784 0.28 0.01 EARN_MONEY
- 0.014 0.0116 0.0163 0.415 0.27 0.00 FROM_AND_TO_SAME
- 0.518 0.8106 0.2404 0.771 0.27 0.01 HTML_IMAGE_RATIO_08
- 0.441 0.7047 0.1907 0.787 0.27 0.34 NO_COST
- 1.920 2.8927 0.9954 0.744 0.27 0.00 MAILTO_WITH_SUBJ
- 0.938 1.4961 0.4083 0.786 0.27 0.06 US_DOLLARS_2
- 0.687 1.0595 0.3331 0.761 0.27 0.03 LINES_OF_YELLING_3
- 0.067 0.0895 0.0456 0.663 0.27 0.00 YOU_WON
- 0.168 0.2537 0.0858 0.747 0.26 0.00 WHILE_SUPPLIES
- 0.475 0.7395 0.2245 0.767 0.26 0.04 FREE_TRIAL
- 1.382 2.0538 0.7432 0.734 0.26 0.03 LINES_OF_YELLING_2
- 0.793 1.2077 0.3980 0.752 0.25 0.02 FROM_HAS_MIXED_NUMS
- 0.065 0.0791 0.0517 0.605 0.24 0.11 NO_PURCHASE
- 0.103 0.1390 0.0691 0.668 0.24 0.33 WORK_AT_HOME
- 0.417 0.6120 0.2321 0.725 0.23 0.23 WEIRD_PORT
- 0.426 0.6216 0.2404 0.721 0.23 0.91 PLING_QUERY
- 0.681 1.0055 0.3722 0.730 0.23 0.09 MISSING_HEADERS
- 0.383 0.2225 0.5347 0.294 0.23 -0.93 BAYES_05
- 0.659 0.9660 0.3676 0.724 0.22 0.57 DATE_IN_PAST_12_24
- 0.123 0.1598 0.0877 0.646 0.21 0.00 CASHCASHCASH
- 0.041 0.0372 0.0444 0.455 0.20 0.00 JAVASCRIPT_URI
- 0.546 0.7475 0.3540 0.679 0.20 0.21 PLING_PLING
- 0.017 0.0056 0.0273 0.170 0.20 0.00 MIME_BOUND_DASH_DIGIT
- 0.270 0.3404 0.2028 0.627 0.19 0.00 HTML_IMAGE_RATIO_12
- 1.735 1.5712 1.8902 0.454 0.18 0.11 MAILTO_TO_SPAM_ADDR
- 0.078 0.0779 0.0775 0.501 0.18 0.00 EXCUSE_15
- 0.304 0.3783 0.2332 0.619 0.17 0.00 HTML_IMAGE_RATIO_10
- 0.272 0.3360 0.2119 0.613 0.17 0.03 OPTING_OUT
- 0.476 0.3703 0.5769 0.391 0.17 -0.73 BAYES_10
- 0.909 1.0427 0.7824 0.571 0.17 0.13 TO_ADDRESS_EQ_REAL
- 0.475 0.5968 0.3600 0.624 0.16 0.00 FOR_FREE
- 0.033 0.0156 0.0505 0.236 0.15 0.00 NO_EXPERIENCE
- 0.180 0.1962 0.1637 0.545 0.15 0.00 HTML_IMAGE_RATIO_14
- 0.753 0.7219 0.7824 0.480 0.12 0.07 EXCUSE_1
- 0.255 0.2465 0.2636 0.483 0.11 0.13 DATE_IN_PAST_24_48
- 0.547 0.5921 0.5047 0.540 0.10 -0.28 BAYES_25
- 0.114 0.0807 0.1462 0.356 0.10 0.22 DATE_IN_PAST_48_96
- 0.072 0.0423 0.1006 0.296 0.10 0.00 MIME_QP_DEFICIENT
- 0.233 0.2009 0.2636 0.433 0.09 0.08 FROM_HAS_ULINE_NUMS
- 0.429 0.3963 0.4592 0.463 0.08 0.00 NO_FEE
- 0.370 0.3120 0.4254 0.423 0.07 0.01 BANG_MONEY
- 0.339 0.2645 0.4106 0.392 0.05 0.16 TO_EMPTY
- 0.058 0.0028 0.1101 0.025 0.01 0.00 MIME_BOUND_DIGITS_4
- 0.104 0.0276 0.1762 0.135 0.00 0.00 MIME_QP_NO_CHARSET
+ 176402 123290 53112 0.699 0.00 0.00 (all messages)
+100.000 69.8915 30.1085 0.699 0.00 0.00 (all messages as %)
+ 10.679 15.2794 0.0000 1.000 0.99 4.16 MIME_BOUND_DD_DIGITS
+ 13.709 19.6131 0.0038 1.000 0.99 3.70 RCVD_HELO_IP_MISMATCH
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+ 7.006 10.0219 0.0056 0.999 0.96 3.88 HELO_DYNAMIC_IPADDR
+ 4.837 6.9203 0.0000 1.000 0.95 4.07 X_MESSAGE_INFO
+ 4.460 6.3801 0.0038 0.999 0.94 3.47 RATWARE_OUTLOOK_NONAME
+ 4.165 5.9599 0.0000 1.000 0.93 3.88 FORGED_MUA_OUTLOOK
+ 4.218 6.0337 0.0019 1.000 0.93 3.41 MSGID_RANDY
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+ 4.491 6.4223 0.0075 0.999 0.93 3.43 REPTO_QUOTE_YAHOO
+ 60.590 86.6761 0.0358 1.000 0.92 3.50 BAYES_99
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+ 2.644 3.7830 0.0000 1.000 0.90 3.79 HELO_DYNAMIC_HCC
+ 2.737 3.9160 0.0019 1.000 0.90 1.94 DATE_SPAMWARE_Y2K
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+ 2.488 3.5599 0.0000 1.000 0.89 3.79 URI_NO_WWW_INFO_CGI
+ 2.553 3.6524 0.0019 0.999 0.89 3.79 RATWARE_NAME_ID
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+ 2.327 3.3295 0.0000 1.000 0.88 3.79 FROM_ILLEGAL_CHARS
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+ 1.881 2.6896 0.0038 0.999 0.84 1.11 INTERRUPTUS
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+ 0.897 1.2840 0.0000 1.000 0.76 3.33 RATWARE_RCVD_AT
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+ 0.597 0.8525 0.0056 0.993 0.68 2.82 MILLION_USD
+ 0.552 0.7892 0.0000 1.000 0.68 3.05 RATWARE_EGROUPS
+ 0.564 0.8062 0.0019 0.998 0.68 3.05 HTML_EHTML2
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+ 0.440 0.6302 0.0000 1.000 0.65 2.87 URI_NO_WWW_BIZ_CGI
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+ 0.807 1.1363 0.0433 0.963 0.62 1.61 MPART_ALT_DIFF_COUNT
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+ 0.371 0.5305 0.0000 1.000 0.62 2.73 FUZZY_BILLION
+ 0.793 1.1153 0.0452 0.961 0.61 0.00 HTML_BACKHAIR_4
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+ 0.512 0.7243 0.0207 0.972 0.60 1.73 EMPTY_MESSAGE
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+ 0.344 0.4915 0.0019 0.996 0.60 2.68 FUZZY_ROLEX
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+ 0.091 0.1290 0.0019 0.986 0.41 1.85 SUBJ_YOUR_FAMILY
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+ 0.095 0.1338 0.0038 0.973 0.41 0.04 HTML_SHORT_COMMENT
+ 0.116 0.1614 0.0113 0.935 0.41 1.57 EXCUSE_REMOVE
+ 0.082 0.1168 0.0000 1.000 0.41 2.04 STOCK_ALERT
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+ 0.239 0.3196 0.0527 0.858 0.40 0.00 SUB_FREE_OFFER
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+ 0.808 1.0852 0.1638 0.869 0.40 1.04 DATE_IN_PAST_12_24
+ 0.137 0.1857 0.0245 0.884 0.39 0.04 SUBJ_CONSONANTS
+ 0.200 0.2669 0.0452 0.855 0.39 0.01 URI_IS_POUND
+ 1.104 1.4900 0.2071 0.878 0.39 0.93 DATE_IN_PAST_06_12
+ 0.062 0.0884 0.0000 1.000 0.39 1.85 RATWARE_BOUND_PIECE
+ 0.071 0.0998 0.0038 0.964 0.39 0.00 OFFSHORE_SCAM
+ 0.060 0.0852 0.0000 1.000 0.39 1.85 EMAIL_ROT13
+ 0.075 0.1054 0.0056 0.949 0.38 0.93 URI_4YOU
+ 0.057 0.0811 0.0000 1.000 0.38 1.71 HTML_BADTAG_70_80
+ 0.057 0.0811 0.0000 1.000 0.38 1.76 FORGED_MUA_MOZILLA
+ 0.056 0.0000 0.1864 0.000 0.38 -100.00 USER_IN_WHITELIST
+ 0.061 0.0868 0.0019 0.979 0.38 0.07 BILLION_DOLLARS
+ 0.056 0.0795 0.0000 1.000 0.38 1.85 HELO_DYNAMIC_HOME_NL
+ 0.060 0.0852 0.0019 0.978 0.38 1.76 AMATEUR_PORN
+ 0.260 0.3423 0.0678 0.835 0.38 0.34 EXCUSE_10
+ 2.433 3.3085 0.4010 0.892 0.38 1.05 HTML_20_30
+ 0.077 0.1063 0.0075 0.934 0.38 1.14 SOME_BREAKTHROUGH
+ 0.063 0.0884 0.0038 0.959 0.38 1.19 MSGID_LONG
[... 313 lines stripped ...]