Mailing List Archive

Modified: spamassassin/trunk/rules/STATISTICS-set0.txt
URL: http://svn.apache.org/viewcvs/spamassassin/trunk/rules/STATISTICS-set0.txt?rev=231543&r1=231542&r2=231543&view=diff
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set0.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set0.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: 28690 99.95%
-# Correctly spam: 52582 94.01%
-# False positives: 14 0.05%
-# False negatives: 3351 5.99%
-# TCR(l=50): 13.807208 SpamRecall: 94.009% SpamPrec: 99.973%
+# Correctly non-spam: 52964 99.94%
+# Correctly spam: 100115 81.09%
+# False positives: 34 0.06%
+# False negatives: 23351 18.91%
+# TCR(l=50): 4.928586 SpamRecall: 81.087% SpamPrec: 99.966%

Results on test corpora at various alternative thresholds:

# SUMMARY for threshold -4.0:
-# Correctly non-spam: 419 1.46%
-# Correctly spam: 55933 100.00%
-# False positives: 28285 98.54%
+# Correctly non-spam: 216 0.41%
+# Correctly spam: 123466 100.00%
+# False positives: 52782 99.59%
# False negatives: 0 0.00%
-# TCR(l=50): 0.039550 SpamRecall: 100.000% SpamPrec: 66.415%
+# TCR(l=50): 0.046783 SpamRecall: 100.000% SpamPrec: 70.052%

# SUMMARY for threshold -3.0:
-# Correctly non-spam: 419 1.46%
-# Correctly spam: 55933 100.00%
-# False positives: 28285 98.54%
+# Correctly non-spam: 216 0.41%
+# Correctly spam: 123466 100.00%
+# False positives: 52782 99.59%
# False negatives: 0 0.00%
-# TCR(l=50): 0.039550 SpamRecall: 100.000% SpamPrec: 66.415%
+# TCR(l=50): 0.046783 SpamRecall: 100.000% SpamPrec: 70.052%

# SUMMARY for threshold -2.0:
-# Correctly non-spam: 976 3.40%
-# Correctly spam: 55931 100.00%
-# False positives: 27728 96.60%
-# False negatives: 2 0.00%
-# TCR(l=50): 0.040344 SpamRecall: 99.996% SpamPrec: 66.856%
+# Correctly non-spam: 216 0.41%
+# Correctly spam: 123466 100.00%
+# False positives: 52782 99.59%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.046783 SpamRecall: 100.000% SpamPrec: 70.052%

# SUMMARY for threshold -1.0:
-# Correctly non-spam: 1214 4.23%
-# Correctly spam: 55931 100.00%
-# False positives: 27490 95.77%
-# False negatives: 2 0.00%
-# TCR(l=50): 0.040693 SpamRecall: 99.996% SpamPrec: 67.047%
-
-# SUMMARY for threshold 0.0:
-# Correctly non-spam: 1291 4.50%
-# Correctly spam: 55931 100.00%
-# False positives: 27413 95.50%
-# False negatives: 2 0.00%
-# TCR(l=50): 0.040808 SpamRecall: 99.996% SpamPrec: 67.109%
+# Correctly non-spam: 425 0.80%
+# Correctly spam: 123466 100.00%
+# False positives: 52573 99.20%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.046969 SpamRecall: 100.000% SpamPrec: 70.136%
+
+# SUMMARY for threshold 5.0:
+# Correctly non-spam: 52964 99.94%
+# Correctly spam: 100115 81.09%
+# False positives: 34 0.06%
+# False negatives: 23351 18.91%
+# TCR(l=50): 4.928586 SpamRecall: 81.087% SpamPrec: 99.966%

# SUMMARY for threshold 1.0:
-# Correctly non-spam: 25124 87.53%
-# Correctly spam: 55650 99.49%
-# False positives: 3580 12.47%
-# False negatives: 283 0.51%
-# TCR(l=50): 0.311982 SpamRecall: 99.494% SpamPrec: 93.956%
+# Correctly non-spam: 49202 92.84%
+# Correctly spam: 119679 96.93%
+# False positives: 3796 7.16%
+# False negatives: 3787 3.07%
+# TCR(l=50): 0.637780 SpamRecall: 96.933% SpamPrec: 96.926%

# SUMMARY for threshold 2.0:
-# Correctly non-spam: 28062 97.76%
-# Correctly spam: 55223 98.73%
-# False positives: 642 2.24%
-# False negatives: 710 1.27%
-# TCR(l=50): 1.704755 SpamRecall: 98.731% SpamPrec: 98.851%
+# Correctly non-spam: 52087 98.28%
+# Correctly spam: 115153 93.27%
+# False positives: 911 1.72%
+# False negatives: 8313 6.73%
+# TCR(l=50): 2.292223 SpamRecall: 93.267% SpamPrec: 99.215%

# SUMMARY for threshold 3.0:
-# Correctly non-spam: 28520 99.36%
-# Correctly spam: 54506 97.45%
-# False positives: 184 0.64%
-# False negatives: 1427 2.55%
-# TCR(l=50): 5.263292 SpamRecall: 97.449% SpamPrec: 99.664%
+# Correctly non-spam: 52694 99.43%
+# Correctly spam: 111309 90.15%
+# False positives: 304 0.57%
+# False negatives: 12157 9.85%
+# TCR(l=50): 4.513141 SpamRecall: 90.154% SpamPrec: 99.728%

# SUMMARY for threshold 4.0:
-# Correctly non-spam: 28648 99.80%
-# Correctly spam: 53613 95.85%
-# False positives: 56 0.20%
-# False negatives: 2320 4.15%
-# TCR(l=50): 10.924414 SpamRecall: 95.852% SpamPrec: 99.896%
+# Correctly non-spam: 52915 99.84%
+# Correctly spam: 106001 85.85%
+# False positives: 83 0.16%
+# False negatives: 17465 14.15%
+# TCR(l=50): 5.712052 SpamRecall: 85.854% SpamPrec: 99.922%

# SUMMARY for threshold 4.5:
-# Correctly non-spam: 28676 99.90%
-# Correctly spam: 53244 95.19%
-# False positives: 28 0.10%
-# False negatives: 2689 4.81%
-# TCR(l=50): 13.678895 SpamRecall: 95.192% SpamPrec: 99.947%
+# Correctly non-spam: 52940 99.89%
+# Correctly spam: 103759 84.04%
+# False positives: 58 0.11%
+# False negatives: 19707 15.96%
+# TCR(l=50): 5.461406 SpamRecall: 84.039% SpamPrec: 99.944%

# SUMMARY for threshold 5.5:
-# Correctly non-spam: 28694 99.97%
-# Correctly spam: 51938 92.86%
-# False positives: 10 0.03%
-# False negatives: 3995 7.14%
-# TCR(l=50): 12.443382 SpamRecall: 92.858% SpamPrec: 99.981%
+# Correctly non-spam: 52975 99.96%
+# Correctly spam: 96766 78.37%
+# False positives: 23 0.04%
+# False negatives: 26700 21.63%
+# TCR(l=50): 4.433250 SpamRecall: 78.375% SpamPrec: 99.976%

# SUMMARY for threshold 6.0:
-# Correctly non-spam: 28699 99.98%
-# Correctly spam: 51289 91.70%
-# False positives: 5 0.02%
-# False negatives: 4644 8.30%
-# TCR(l=50): 11.428893 SpamRecall: 91.697% SpamPrec: 99.990%
+# Correctly non-spam: 52985 99.98%
+# Correctly spam: 93509 75.74%
+# False positives: 13 0.02%
+# False negatives: 29957 24.26%
+# TCR(l=50): 4.033914 SpamRecall: 75.737% SpamPrec: 99.986%

# SUMMARY for threshold 6.5:
-# Correctly non-spam: 28701 99.99%
-# Correctly spam: 50521 90.32%
-# False positives: 3 0.01%
-# False negatives: 5412 9.68%
-# TCR(l=50): 10.056275 SpamRecall: 90.324% SpamPrec: 99.994%
+# Correctly non-spam: 52991 99.99%
+# Correctly spam: 90373 73.20%
+# False positives: 7 0.01%
+# False negatives: 33093 26.80%
+# TCR(l=50): 3.691834 SpamRecall: 73.197% SpamPrec: 99.992%

# SUMMARY for threshold 7.0:
-# Correctly non-spam: 28702 99.99%
-# Correctly spam: 49503 88.50%
-# False positives: 2 0.01%
-# False negatives: 6430 11.50%
-# TCR(l=50): 8.565544 SpamRecall: 88.504% SpamPrec: 99.996%
+# Correctly non-spam: 52992 99.99%
+# Correctly spam: 87259 70.67%
+# False positives: 6 0.01%
+# False negatives: 36207 29.33%
+# TCR(l=50): 3.381982 SpamRecall: 70.675% SpamPrec: 99.993%

# SUMMARY for threshold 8.0:
-# Correctly non-spam: 28703 100.00%
-# Correctly spam: 47607 85.11%
-# False positives: 1 0.00%
-# False negatives: 8326 14.89%
-# TCR(l=50): 6.677770 SpamRecall: 85.114% SpamPrec: 99.998%
+# Correctly non-spam: 52996 100.00%
+# Correctly spam: 81401 65.93%
+# False positives: 2 0.00%
+# False negatives: 42065 34.07%
+# TCR(l=50): 2.928163 SpamRecall: 65.930% SpamPrec: 99.998%

# SUMMARY for threshold 9.0:
-# Correctly non-spam: 28703 100.00%
-# Correctly spam: 45692 81.69%
+# Correctly non-spam: 52997 100.00%
+# Correctly spam: 74871 60.64%
# False positives: 1 0.00%
-# False negatives: 10241 18.31%
-# TCR(l=50): 5.435137 SpamRecall: 81.691% SpamPrec: 99.998%
+# False negatives: 48595 39.36%
+# TCR(l=50): 2.538103 SpamRecall: 60.641% SpamPrec: 99.999%

# SUMMARY for threshold 10.0:
-# Correctly non-spam: 28703 100.00%
-# Correctly spam: 43762 78.24%
+# Correctly non-spam: 52997 100.00%
+# Correctly spam: 69125 55.99%
# False positives: 1 0.00%
-# False negatives: 12171 21.76%
-# TCR(l=50): 4.576794 SpamRecall: 78.240% SpamPrec: 99.998%
+# False negatives: 54341 44.01%
+# TCR(l=50): 2.269971 SpamRecall: 55.987% SpamPrec: 99.999%

# SUMMARY for threshold 12.0:
-# Correctly non-spam: 28703 100.00%
-# Correctly spam: 39018 69.76%
-# False positives: 1 0.00%
-# False negatives: 16915 30.24%
-# TCR(l=50): 3.296964 SpamRecall: 69.758% SpamPrec: 99.997%
+# Correctly non-spam: 52998 100.00%
+# Correctly spam: 58238 47.17%
+# False positives: 0 0.00%
+# False negatives: 65228 52.83%
+# TCR(l=50): 1.892837 SpamRecall: 47.169% SpamPrec: 100.000%

# SUMMARY for threshold 15.0:
-# Correctly non-spam: 28703 100.00%
-# Correctly spam: 29720 53.14%
-# False positives: 1 0.00%
-# False negatives: 26213 46.86%
-# TCR(l=50): 2.129726 SpamRecall: 53.135% SpamPrec: 99.997%
+# Correctly non-spam: 52998 100.00%
+# Correctly spam: 44808 36.29%
+# False positives: 0 0.00%
+# False negatives: 78658 63.71%
+# TCR(l=50): 1.569656 SpamRecall: 36.292% SpamPrec: 100.000%

# SUMMARY for threshold 17.0:
-# Correctly non-spam: 28704 100.00%
-# Correctly spam: 23992 42.89%
+# Correctly non-spam: 52998 100.00%
+# Correctly spam: 37433 30.32%
# False positives: 0 0.00%
-# False negatives: 31941 57.11%
-# TCR(l=50): 1.751135 SpamRecall: 42.894% SpamPrec: 100.000%
+# False negatives: 86033 69.68%
+# TCR(l=50): 1.435100 SpamRecall: 30.318% SpamPrec: 100.000%

# SUMMARY for threshold 20.0:
-# Correctly non-spam: 28704 100.00%
-# Correctly spam: 16261 29.07%
+# Correctly non-spam: 52998 100.00%
+# Correctly spam: 28629 23.19%
# False positives: 0 0.00%
-# False negatives: 39672 70.93%
-# TCR(l=50): 1.409886 SpamRecall: 29.072% SpamPrec: 100.000%
+# False negatives: 94837 76.81%
+# TCR(l=50): 1.301876 SpamRecall: 23.188% 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
- 766648 506602 260046 0.661 0.00 0.00 (all messages)
-100.000 66.0801 33.9199 0.661 0.00 0.00 (all messages as %)
- 24.401 36.9262 0.0004 1.000 1.00 3.60 X_MESSAGE_INFO
- 22.270 33.7006 0.0004 1.000 1.00 3.60 MIME_BOUND_DD_DIGITS
- 14.435 21.8442 0.0015 1.000 0.98 3.52 HELO_DYNAMIC_IPADDR
- 9.507 14.3876 0.0004 1.000 0.98 3.52 RCVD_DOUBLE_IP_SPAM
- 8.037 12.1626 0.0008 1.000 0.97 3.50 MSGID_SPAM_CAPS
- 6.977 10.5580 0.0012 1.000 0.96 0.00 DRUGS_ANXIETY_EREC
- 6.596 9.9814 0.0019 1.000 0.95 0.77 DRUGS_DIET
- 5.571 8.4309 0.0004 1.000 0.95 0.03 DRUGS_MANYKINDS
- 6.088 9.2122 0.0015 1.000 0.95 0.00 DRUGS_DIET_EREC
- 5.084 7.6944 0.0000 1.000 0.95 3.44 DRUGS_ANXIETY_OBFU
- 6.112 9.2477 0.0031 1.000 0.94 2.79 HELO_DYNAMIC_DHCP
- 4.647 7.0320 0.0000 1.000 0.94 3.36 DRUGS_SLEEP_EREC
- 4.793 7.2530 0.0008 1.000 0.94 3.36 HELO_DYNAMIC_HCC
- 5.322 8.0521 0.0035 1.000 0.93 0.00 BAYES_99
- 4.405 6.6652 0.0008 1.000 0.93 0.00 DRUGS_DIET_PAIN
- 4.320 6.5365 0.0012 1.000 0.92 0.00 DRUGS_DEPR_EREC
- 4.194 6.3470 0.0012 1.000 0.92 3.27 HELO_DYNAMIC_IPADDR2
- 7.325 11.0807 0.0081 0.999 0.92 1.07 HTML_BACKHAIR_8
- 13.075 19.7800 0.0115 0.999 0.92 2.80 RCVD_HELO_IP_MISMATCH
- 6.726 10.1739 0.0096 0.999 0.91 2.09 DRUGS_ERECTILE_OBFU
- 29.961 45.3314 0.0162 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI
- 2.846 4.3067 0.0008 1.000 0.90 2.96 DATE_SPAMWARE_Y2K
- 4.780 7.2301 0.0058 0.999 0.90 0.32 DRUGS_SLEEP
- 2.406 3.6411 0.0000 1.000 0.90 2.54 SUBJECT_DRUG_GAP_X
- 3.701 5.5991 0.0035 0.999 0.90 3.15 DRUGS_PAIN_OBFU
- 2.249 3.4035 0.0000 1.000 0.90 2.55 RATWARE_RCVD_AT
- 2.221 3.3604 0.0000 1.000 0.90 2.00 SUBJECT_DRUG_GAP_VA
- 2.210 3.3440 0.0000 1.000 0.89 3.20 RATWARE_ZERO_TZ
- 2.215 3.3513 0.0004 1.000 0.89 0.01 HTML_NONELEMENT_90_100
- 8.276 12.5173 0.0135 0.999 0.89 2.82 DRUGS_ANXIETY
- 5.015 7.5843 0.0092 0.999 0.89 0.00 DRUGS_PAIN_EREC
- 1.909 2.8883 0.0000 1.000 0.89 2.00 SUBJECT_DRUG_GAP_S
- 6.141 9.2868 0.0131 0.999 0.88 3.11 UNIQUE_WORDS
- 1.757 2.6583 0.0000 1.000 0.88 3.20 HELO_DYNAMIC_ATTBI
- 3.059 0.0030 9.0123 0.000 0.88 0.00 BAYES_00
- 1.727 2.6135 0.0000 1.000 0.88 0.75 HTML_BADTAG_90_100
- 2.981 4.5087 0.0058 0.999 0.88 3.20 FORGED_MUA_OUTLOOK
- 3.153 4.7675 0.0077 0.998 0.87 2.63 MSGID_RANDY
- 7.769 11.7479 0.0169 0.999 0.87 2.88 HTML_IMAGE_ONLY_08
- 4.620 6.9862 0.0112 0.998 0.86 0.01 DRUGS_MUSCLE
- 4.918 7.4364 0.0127 0.998 0.86 2.55 DOMAIN_RATIO
- 1.832 2.7704 0.0035 0.999 0.86 3.12 HTML_IMAGE_ONLY_04
- 1.446 2.1889 0.0000 1.000 0.86 3.12 HELO_DYNAMIC_OOL
- 2.990 4.5189 0.0104 0.998 0.85 3.04 MSGID_DOLLARS
- 1.516 2.2931 0.0023 0.999 0.85 1.08 FORGED_MUA_AOL_FROM
- 2.825 4.2696 0.0104 0.998 0.84 0.93 HTML_OBFUSCATE_10_20
- 1.142 1.7286 0.0000 1.000 0.84 2.42 MSGID_YAHOO_CAPS
- 1.106 1.6743 0.0000 1.000 0.84 3.04 HELO_DYNAMIC_COMCAST
- 2.312 3.4937 0.0096 0.997 0.84 1.32 UNRESOLVED_TEMPLATE
- 1.232 1.8634 0.0015 0.999 0.84 0.02 HTML_NONELEMENT_80_90
- 1.287 1.9465 0.0027 0.999 0.83 2.96 MSGID_SPAM_LETTERS
- 4.563 6.8961 0.0165 0.998 0.83 0.00 DRUGS_DEPRESSION
- 2.150 3.2487 0.0096 0.997 0.83 1.00 HTML_OBFUSCATE_20_30
- 1.017 1.5397 0.0000 1.000 0.83 2.52 HTML_OBFUSCATE_30_40
- 1.345 2.0326 0.0042 0.998 0.82 0.00 FORGED_AOL_HTML
- 0.918 1.3889 0.0000 1.000 0.82 2.35 DRUGS_DIET_OBFU
- 0.929 1.4052 0.0004 1.000 0.82 2.63 HTML_OBFUSCATE_50_60
- 6.057 9.1539 0.0246 0.997 0.81 2.87 DRUGS_PAIN
- 1.091 1.6490 0.0035 0.998 0.81 2.66 SUBJECT_DRUG_GAP_VIA
- 0.852 1.2898 0.0004 1.000 0.81 2.87 HELO_DYNAMIC_SPLIT_IP
- 0.859 1.2998 0.0008 0.999 0.81 2.88 STRONG_BUY
- 1.106 1.6713 0.0042 0.997 0.81 1.49 INVALID_TZ_EST
- 0.819 1.2388 0.0004 1.000 0.81 2.88 RATWARE_RCVD_PF
- 0.845 1.2783 0.0008 0.999 0.81 2.67 MIME_BOUND_DIGITS_15
- 0.806 1.2197 0.0008 0.999 0.80 2.73 ONLINE_PHARMACY
- 1.637 2.4718 0.0112 0.996 0.80 2.88 SUBJ_ILLEGAL_CHARS
- 0.720 1.0898 0.0000 1.000 0.80 2.64 HTML_OBFUSCATE_40_50
- 1.026 1.5486 0.0065 0.996 0.79 0.00 HTML_NONELEMENT_50_60
- 3.067 4.6303 0.0212 0.995 0.79 0.08 FORGED_OUTLOOK_HTML
- 2.175 3.2819 0.0173 0.995 0.78 0.00 FORGED_OUTLOOK_TAGS
- 0.660 0.9994 0.0000 1.000 0.78 2.24 UNIVERSITY_DIPLOMAS
- 3.702 5.5906 0.0238 0.996 0.78 2.36 HTML_IMAGE_ONLY_12
- 35.588 53.8320 0.0454 0.999 0.78 1.84 MPART_ALT_DIFF
- 0.799 1.2065 0.0046 0.996 0.78 1.59 OBFUSCATING_COMMENT
- 0.620 0.9386 0.0000 1.000 0.78 2.80 HELO_DYNAMIC_YAHOOBB
- 0.652 0.9864 0.0015 0.998 0.77 1.99 SUBJECT_DRUG_GAP_C
- 0.576 0.8715 0.0000 1.000 0.77 2.80 VIA_GAP_GRA
- 11.973 18.0980 0.0415 0.998 0.77 2.79 LONGWORDS
- 0.795 1.1998 0.0054 0.996 0.77 0.44 HTML_ATTR_UNIQUE
- 0.808 1.2201 0.0062 0.995 0.77 1.39 HTML_FONT_SIZE_LARGE
- 0.679 1.0255 0.0031 0.997 0.77 0.49 HTML_NONELEMENT_70_80
- 0.585 0.8849 0.0015 0.998 0.76 2.67 HG_HORMONE
- 0.554 0.8387 0.0008 0.999 0.76 0.00 HTML_BADTAG_40_50
- 0.548 0.8298 0.0004 1.000 0.76 0.86 HTML_BADTAG_50_60
- 2.073 3.1261 0.0215 0.993 0.76 2.24 URI_AFFILIATE
- 0.547 0.8281 0.0004 1.000 0.76 2.49 HTML_SHORT_CENTER
- 0.533 0.8062 0.0000 1.000 0.76 1.73 HTML_BADTAG_60_70
- 1.659 2.5014 0.0177 0.993 0.76 1.47 SUSPICIOUS_RECIPS
- 0.519 0.7852 0.0000 1.000 0.76 2.72 EMAIL_ROT13
- 0.533 0.8062 0.0004 1.000 0.76 2.29 PERCENT_RANDOM
- 0.550 0.8320 0.0015 0.998 0.75 2.36 STOCK_ALERT
- 0.505 0.7637 0.0000 1.000 0.75 2.04 INVALID_TZ_CST
- 0.710 1.0709 0.0062 0.994 0.75 0.00 HTML_BADTAG_20_30
- 0.551 0.8322 0.0023 0.997 0.75 2.72 OBSCURED_EMAIL
- 0.571 0.8626 0.0031 0.996 0.75 0.34 DRUG_DOSAGE
- 0.725 1.0920 0.0088 0.992 0.74 0.11 STOCK_PICK
- 0.691 1.0418 0.0077 0.993 0.74 2.64 ALL_NATURAL
- 0.471 0.7122 0.0015 0.998 0.74 2.64 MSGID_SPAM_ALPHA_NUM
- 2.446 3.6867 0.0281 0.992 0.73 1.01 HTML_FONT_LOW_CONTRAST
- 0.460 0.6948 0.0012 0.998 0.73 2.09 X_AUTH_WARN_FAKED
- 0.893 1.3444 0.0135 0.990 0.73 2.61 FORGED_HOTMAIL_RCVD
- 0.515 0.7767 0.0038 0.995 0.73 0.24 HTML_NONELEMENT_60_70
- 0.420 0.6354 0.0000 1.000 0.73 2.26 HTML_OBFUSCATE_60_70
- 1.442 2.1705 0.0219 0.990 0.72 0.43 HTML_OBFUSCATE_05_10
- 0.372 0.5632 0.0000 1.000 0.72 2.56 SUBJECT_DRUG_GAP_VIC
- 0.463 0.6978 0.0042 0.994 0.72 1.35 SUBJECT_DIET
- 0.565 0.8504 0.0085 0.990 0.71 1.33 URI_OFFERS
- 0.493 0.7422 0.0065 0.991 0.71 0.06 HTML_TAG_BALANCE_HEAD
- 0.801 1.2041 0.0162 0.987 0.70 2.45 SUBJ_DOLLARS
- 0.416 0.6277 0.0038 0.994 0.70 0.86 FROM_ILLEGAL_CHARS
- 0.384 0.5794 0.0027 0.995 0.70 0.00 HTML_BADTAG_30_40
- 0.691 1.0389 0.0135 0.987 0.70 2.05 MONEY_BACK
- 0.328 0.4962 0.0000 1.000 0.70 2.48 DEEP_DISC_MEDS
- 0.343 0.5178 0.0015 0.997 0.70 2.48 NIGERIAN_BODY1
- 1.906 2.8667 0.0335 0.988 0.70 1.78 MIME_BASE64_TEXT
- 0.425 0.6400 0.0054 0.992 0.70 0.00 HTML_SHORT_COMMENT
- 0.321 0.4850 0.0008 0.998 0.69 1.45 BANG_EXERCISE
- 0.313 0.4728 0.0004 0.999 0.69 0.02 FORGED_AOL_TAGS
- 0.372 0.5614 0.0038 0.993 0.69 0.62 SUBJECT_DRUG_GAP_P
- 0.306 0.4635 0.0000 1.000 0.69 2.18 RATWARE_EGROUPS
- 0.310 0.4694 0.0004 0.999 0.69 2.42 FORGED_MUA_OIMO
- 0.294 0.4447 0.0000 1.000 0.69 2.48 FORGED_MUA_THEBAT_BOUN
- 0.274 0.4149 0.0000 1.000 0.68 1.92 REVERSE_AGING
- 0.417 0.6275 0.0077 0.988 0.68 0.10 IMPOTENCE
- 0.628 0.9426 0.0162 0.983 0.68 0.00 HTML_FONT_SIZE_NONE
- 0.275 0.4159 0.0008 0.998 0.67 2.40 NIGERIAN_BODY2
- 1.045 0.0138 3.0537 0.005 0.67 -2.40 ALL_TRUSTED
- 0.312 0.4702 0.0031 0.993 0.67 1.51 FORGED_MUA_EUDORA
- 0.261 0.3948 0.0000 1.000 0.67 1.66 HTML_BADTAG_70_80
- 0.249 0.3762 0.0000 1.000 0.67 2.31 HTML_OBFUSCATE_70_80
- 0.244 0.3691 0.0000 1.000 0.67 2.40 FORGED_THEBAT_HTML
- 0.938 1.4060 0.0265 0.981 0.67 0.81 BODY_ENHANCEMENT2
- 1.526 2.2906 0.0358 0.985 0.66 0.00 HTML_BACKHAIR_4
- 4.589 6.9133 0.0611 0.991 0.66 0.22 HTML_TITLE_UNTITLED
- 0.231 0.3502 0.0000 1.000 0.66 2.40 FAKE_OUTBLAZE_RCVD
- 0.399 0.5991 0.0096 0.984 0.66 0.01 HTML_COMMENT_SHORT
- 0.239 0.3620 0.0008 0.998 0.66 0.02 FORGED_IMS_HTML
- 0.222 0.3366 0.0000 1.000 0.66 2.40 KOREAN_UCE_SUBJECT
- 0.264 0.3981 0.0027 0.993 0.66 1.39 FROM_NUM_AT_WEBMAIL
- 0.471 0.7059 0.0142 0.980 0.65 0.00 HTML_NONELEMENT_40_50
- 0.211 0.3190 0.0000 1.000 0.65 2.32 HELO_DYNAMIC_DIALIN
- 0.242 0.3646 0.0019 0.995 0.65 0.01 ENTITY_DEC_ALPHANUM
- 10.342 15.6026 0.0923 0.994 0.65 1.25 DRUGS_ERECTILE
- 0.207 0.3137 0.0000 1.000 0.65 2.32 HELO_DYNAMIC_ADELPHIA
- 0.206 0.3119 0.0000 1.000 0.65 2.12 SUBJECT_DRUG_GAP_L
- 0.342 0.5130 0.0092 0.982 0.65 0.12 DRUG_ED_CAPS
- 0.311 0.4676 0.0073 0.985 0.64 0.89 FORGED_MUA_IMS
- 0.207 0.3123 0.0008 0.998 0.64 0.67 BANG_OPRAH
- 0.198 0.3000 0.0000 1.000 0.64 2.32 HDR_ORDER_TRIMRS
- 0.323 0.4850 0.0085 0.983 0.64 0.88 SORTED_RECIPS
- 0.291 0.4364 0.0065 0.985 0.64 0.93 SAVE_THOUSANDS
- 1.219 1.8253 0.0377 0.980 0.64 0.00 HTML_FONT_SIZE_TINY
- 0.201 0.3032 0.0008 0.997 0.64 0.44 RATWARE_NETIP
- 0.508 0.7594 0.0181 0.977 0.64 0.60 HTML_SHORT_LENGTH
- 0.410 0.6131 0.0135 0.979 0.64 0.88 SATIS_GUAR
- 0.186 0.2809 0.0004 0.999 0.64 1.40 NIGERIAN_BODY3
- 1.632 2.4467 0.0442 0.982 0.64 2.12 DATE_IN_FUTURE_12_24
- 0.182 0.2750 0.0004 0.999 0.63 1.86 DRUG_ED_SILD
- 4.187 6.3014 0.0688 0.989 0.63 1.33 RCVD_ILLEGAL_IP
- 0.759 1.1336 0.0281 0.976 0.63 0.30 BANG_GUAR
- 0.179 0.2708 0.0004 0.999 0.63 1.77 FAKE_HELO_MSN
- 1.186 1.7746 0.0400 0.978 0.63 2.24 SUBJ_HAS_SPACES
- 0.474 0.7081 0.0181 0.975 0.63 0.15 BODY_ENHANCEMENT
- 0.281 0.4218 0.0081 0.981 0.63 0.10 GUARANTEED_STUFF
- 0.744 1.1113 0.0285 0.975 0.63 2.24 WHY_WAIT
- 0.188 0.2831 0.0015 0.995 0.63 1.91 HTML_MISSING_CTYPE
- 0.275 0.4118 0.0077 0.982 0.63 1.63 HTML_LINK_PUSH_HERE
- 0.345 0.5156 0.0123 0.977 0.63 0.39 AS_SEEN_ON
- 0.164 0.2485 0.0000 1.000 0.63 1.99 FORGED_IMS_TAGS
- 0.245 0.3675 0.0065 0.983 0.62 1.38 HAIR_LOSS
- 27.203 41.0944 0.1404 0.997 0.62 2.17 BIZ_TLD
- 0.317 0.4737 0.0115 0.976 0.62 2.24 FROM_ALL_NUMS
- 0.161 0.2436 0.0004 0.998 0.62 2.24 MORE_SEX
- 0.360 0.5375 0.0146 0.974 0.62 0.56 SUBJ_BUY
- 1.648 2.4672 0.0515 0.980 0.62 2.14 HTML_FONT_TINY
- 0.171 0.2580 0.0023 0.991 0.61 1.76 HELO_DYNAMIC_CHELLO_NL
- 0.713 1.0630 0.0300 0.973 0.61 1.02 MAILTO_SUBJ_REMOVE
- 0.215 0.3221 0.0069 0.979 0.61 0.00 MIME_BASE64_ILLEGAL
- 0.154 0.2319 0.0015 0.993 0.61 0.01 X_ORIG_IP_NOT_IPV4
- 0.139 0.2108 0.0000 1.000 0.61 2.16 SUBJECT_SEXUAL
- 0.723 1.0766 0.0331 0.970 0.61 0.08 HTML_LINK_CLICK_CAPS
- 4.276 6.4244 0.0904 0.986 0.61 0.00 HTML_MIME_NO_HTML_TAG
- 0.135 0.2049 0.0000 1.000 0.61 2.16 RATWARE_OE_MALFORMED
- 0.211 0.3152 0.0073 0.977 0.60 1.35 ROUND_THE_WORLD_LOCAL
- 0.129 0.1958 0.0000 1.000 0.60 1.86 HTML_BADTAG_80_90
- 0.129 0.1946 0.0000 1.000 0.60 1.68 HELO_DYNAMIC_ROGERS
- 0.144 0.2165 0.0015 0.993 0.60 1.37 TERRA_ES
- 0.128 0.1940 0.0008 0.996 0.60 1.93 DRUG_ED_GENERIC
- 0.121 0.1828 0.0000 1.000 0.60 1.82 NIGERIAN_BODY4
- 0.348 0.5174 0.0185 0.966 0.59 0.05 CLICK_TO_REMOVE_1
- 0.142 0.2136 0.0027 0.988 0.59 2.10 X_LIBRARY
- 1.162 1.7325 0.0511 0.971 0.59 1.16 BAD_CREDIT
- 0.144 0.2163 0.0031 0.986 0.59 1.59 MILLION_USD
- 0.769 1.1429 0.0408 0.966 0.59 0.90 RCVD_FAKE_HELO_DOTCOM
- 0.182 0.2722 0.0073 0.974 0.59 2.02 DATE_IN_FUTURE_24_48
- 0.164 0.2460 0.0054 0.979 0.59 2.16 HTML_TAG_EXIST_MARQUEE
- 0.116 0.1751 0.0004 0.998 0.59 0.52 DRUGS_SMEAR1
- 0.110 0.1660 0.0000 1.000 0.59 2.16 NOT_ADVISOR
- 3.119 4.6719 0.0923 0.981 0.59 1.67 FORGED_YAHOO_RCVD
- 0.433 0.6425 0.0246 0.963 0.58 0.00 HTML_COMMENT_SHOUTING
- 1.267 1.8885 0.0569 0.971 0.58 0.00 HTML_TABLE_THICK_BORD
- 0.119 0.1798 0.0015 0.992 0.58 1.80 HTML_FONT_SIZE_HUGE
- 0.212 0.3150 0.0104 0.968 0.58 2.02 MARKETING_PARTNERS
- 0.441 0.6538 0.0254 0.963 0.58 0.51 FRONTPAGE
- 0.106 0.1601 0.0000 1.000 0.58 2.08 HELO_DYNAMIC_RR2
- 0.126 0.1895 0.0031 0.984 0.58 2.08 ENGLISH_UCE_SUBJECT
- 2.361 3.5266 0.0892 0.975 0.58 1.71 INVALID_TZ_GMT
- 0.161 0.2408 0.0065 0.974 0.58 0.55 DIET_2
- 0.106 0.1599 0.0004 0.998 0.58 2.06 WE_HONOR_ALL
- 0.134 0.2007 0.0046 0.978 0.58 1.80 RATWARE_HASH_2_V2
- 0.766 1.1366 0.0438 0.963 0.58 1.54 MIME_HTML_MOSTLY
- 0.123 0.1838 0.0038 0.980 0.57 2.08 FORGED_MUA_MOZILLA
- 0.125 0.1871 0.0042 0.978 0.57 2.08 DATE_IN_FUTURE_48_96
- 0.847 1.2568 0.0488 0.963 0.57 0.24 HTML_BADTAG_10_20
- 0.120 0.1800 0.0038 0.979 0.57 2.08 NA_DOLLARS
- 0.096 0.1449 0.0000 1.000 0.57 2.08 MIME_BOUND_RKFINDY
- 0.095 0.1443 0.0000 1.000 0.57 1.59 RATWARE_MOZ_MALFORMED
- 0.095 0.1433 0.0000 1.000 0.57 1.92 HELO_DYNAMIC_VTR
- 1.389 2.0677 0.0665 0.969 0.57 0.18 MIME_HEADER_CTYPE_ONLY
- 0.099 0.1488 0.0015 0.990 0.56 0.00 NO_CREDIT_CHECK
- 0.103 0.1542 0.0023 0.985 0.56 1.62 NO_FORMS
- 0.119 0.1782 0.0046 0.975 0.56 0.04 RATWARE_HASH_2
- 0.156 0.2311 0.0088 0.963 0.56 0.61 GUARANTEED_100_PERCENT
- 0.134 0.1988 0.0069 0.966 0.56 0.89 CONSOLIDATE_DEBT
- 0.096 0.1443 0.0012 0.992 0.56 0.00 RATWARE_GECKO_BUILD
- 0.439 0.6490 0.0292 0.957 0.56 0.54 HEAD_ILLEGAL_CHARS
- 0.095 0.1427 0.0012 0.992 0.56 2.00 MSGID_OUTLOOK_INVALID
- 0.087 0.1315 0.0000 1.000 0.56 1.82 CONFIRMED_FORGED
- 0.105 0.1571 0.0035 0.978 0.56 1.82 FROM_OFFERS
- 0.087 0.1321 0.0004 0.997 0.56 0.00 HTML_CONVERTED
- 0.092 0.1380 0.0012 0.992 0.55 0.00 HTML_ATTR_BAD
- 0.706 1.0442 0.0465 0.957 0.55 0.35 HTML_NONELEMENT_20_30
- 0.199 0.2943 0.0142 0.954 0.55 0.23 SOME_BREAKTHROUGH
- 0.084 0.1269 0.0004 0.997 0.55 0.55 DRUG_ED_ONLINE
- 0.078 0.1186 0.0000 1.000 0.55 1.83 HELO_DYNAMIC_HEXIP
- 0.081 0.1218 0.0008 0.994 0.55 1.91 YAHOO_DRS_REDIR
- 0.194 0.2852 0.0150 0.950 0.55 0.90 TO_MALFORMED
- 0.424 0.6255 0.0311 0.953 0.54 1.36 GAPPY_SUBJECT
- 0.081 0.1214 0.0012 0.991 0.54 1.92 RATWARE_STORM_URI
- 0.079 0.1186 0.0008 0.994 0.54 1.92 MIME_BOUND_MANY_HEX
- 0.443 0.6526 0.0354 0.949 0.54 0.98 HTML_00_10
- 0.107 0.1583 0.0062 0.963 0.54 0.00 ONE_TIME_MAILING
- 0.344 0.5069 0.0277 0.948 0.54 0.53 HTML_COMMENT_SAVED_URL
- 7.483 11.2244 0.1938 0.983 0.54 1.73 HTML_IMAGE_RATIO_02
- 0.281 0.4129 0.0235 0.946 0.54 1.86 PORN_URL_SEX
- 0.069 0.1048 0.0000 1.000 0.54 1.47 SUBJ_2_NUM_PARENS
- 0.067 0.1021 0.0000 1.000 0.54 1.05 MULTI_FORGED
- 2.960 4.4088 0.1365 0.970 0.53 1.11 MISSING_SUBJECT
- 0.454 0.6682 0.0377 0.947 0.53 0.89 LOW_PRICE
- 0.067 0.1007 0.0000 1.000 0.53 1.92 FAKE_HELO_MAIL_COM_DOM
- 0.113 0.1670 0.0085 0.952 0.53 0.95 MORTGAGE_BEST
- 0.738 1.0882 0.0569 0.950 0.53 0.69 MIME_BASE64_BLANKS
- 0.352 0.5170 0.0296 0.946 0.53 0.08 HTML_SHOUTING4
- 0.062 0.0936 0.0000 1.000 0.53 1.79 DIET_3
- 0.515 0.7564 0.0435 0.946 0.53 0.43 USERPASS
- 0.061 0.0924 0.0000 1.000 0.53 1.92 CONFIDENTIAL_ORDER
- 0.163 0.2394 0.0146 0.942 0.53 0.21 IP_LINK_PLUS
- 0.233 0.3417 0.0219 0.940 0.53 1.82 TRACKER_ID
- 0.666 0.9803 0.0527 0.949 0.53 0.00 MIME_MISSING_BOUNDARY
- 1.737 2.5720 0.1088 0.959 0.53 0.04 HTML_TAG_BALANCE_BODY
- 0.059 0.0890 0.0000 1.000 0.53 1.73 WRINKLES
- 1.667 2.4686 0.1058 0.959 0.52 1.35 HTML_IMAGE_ONLY_16
- 0.057 0.0869 0.0000 1.000 0.52 1.84 EXCUSE_23
- 0.101 0.1482 0.0081 0.948 0.52 1.44 EXCUSE_6
- 0.055 0.0839 0.0000 1.000 0.52 1.84 HTML_FORMACTION_MAILTO
- 0.663 0.9741 0.0561 0.946 0.52 0.00 X_MSMAIL_PRIORITY_HIGH
- 1.533 2.2704 0.0965 0.959 0.52 0.79 FORGED_HOTMAIL_RCVD2
- 0.053 0.0803 0.0000 1.000 0.52 1.84 CHINA_HEADER
- 0.050 0.0752 0.0000 1.000 0.52 1.74 HELO_DYNAMIC_HOME_NL
- 0.050 0.0750 0.0000 1.000 0.51 1.84 FAKE_HELO_EXCITE
- 2.400 3.5562 0.1473 0.960 0.51 0.09 RCVD_DOUBLE_IP_LOOSE
- 0.122 0.1779 0.0123 0.935 0.51 0.00 HTML_EMBEDS
- 0.047 0.0717 0.0000 1.000 0.51 0.42 HDR_ORDER_MTSRIX
- 0.048 0.0720 0.0004 0.995 0.51 1.84 FORWARD_LOOKING
- 1.953 2.8851 0.1361 0.955 0.51 0.67 DIET_1
- 0.149 0.2171 0.0165 0.929 0.51 0.00 UPPERCASE_75_100
- 0.077 0.1133 0.0058 0.952 0.51 0.03 HTML_SHOUTING5
- 0.055 0.0819 0.0019 0.977 0.51 1.84 SUBJ_LIFE_INSURANCE
- 0.091 0.1328 0.0085 0.940 0.50 1.73 PORN_URL_MISC
- 0.060 0.0888 0.0031 0.967 0.50 0.00 BAYES_95
- 1.938 2.8616 0.1400 0.953 0.50 0.27 HTML_SHOUTING3
- 0.237 0.3443 0.0273 0.927 0.50 0.30 MORTGAGE_PITCH
- 0.039 0.0594 0.0000 1.000 0.50 0.00 FORGED_QUALCOMM_TAGS
- 0.156 0.2256 0.0192 0.921 0.50 1.41 SUB_HELLO
- 0.056 0.0827 0.0035 0.960 0.50 1.30 FAKE_HELO_MAIL_COM
- 0.058 0.0865 0.0038 0.957 0.50 0.00 BAYES_90
- 0.697 1.0205 0.0681 0.937 0.50 0.07 EXCUSE_10
- 0.101 0.1467 0.0119 0.925 0.50 1.35 WEIRD_QUOTING
- 4.444 6.6202 0.2057 0.970 0.49 0.00 HTML_FONT_INVISIBLE
- 0.043 0.0642 0.0015 0.977 0.49 0.94 PORN_URL_SLUT
- 0.044 0.0661 0.0019 0.972 0.49 0.95 AMAZING_STUFF
- 1.804 2.6557 0.1438 0.949 0.49 0.14 HTML_BACKHAIR_2
- 0.082 0.1196 0.0088 0.931 0.49 0.00 MORTGAGE_RATES
- 0.041 0.0008 0.1188 0.007 0.49 0.00 BAYES_10
- 0.998 1.4615 0.0954 0.939 0.49 1.29 DATE_IN_FUTURE_03_06
- 0.308 0.4479 0.0361 0.925 0.49 0.00 HTML_NONELEMENT_30_40
- 0.075 0.1094 0.0081 0.931 0.49 1.76 SUBJ_YOUR_DEBT
- 0.183 0.2639 0.0242 0.916 0.49 1.13 FROM_HAS_MIXED_NUMS3
- 0.037 0.0563 0.0008 0.987 0.48 1.61 FREE_PREVIEW
- 0.036 0.0539 0.0000 1.000 0.48 1.51 HTTP_77
- 0.036 0.0541 0.0004 0.993 0.48 1.25 WHY_PAY_MORE
- 0.043 0.0630 0.0031 0.953 0.48 0.00 OFFSHORE_SCAM
- 0.047 0.0687 0.0042 0.942 0.48 0.19 BILLION_DOLLARS
- 0.039 0.0578 0.0019 0.968 0.48 1.66 FORGED_EUDORAMAIL_RCVD
- 0.039 0.0582 0.0023 0.962 0.48 0.03 HIDE_WIN_STATUS
- 0.069 0.0997 0.0081 0.925 0.48 1.39 DATE_IN_FUTURE_96_XX
- 0.035 0.0525 0.0004 0.993 0.48 1.75 SUBJ_GUARANTEED
- 0.611 0.8891 0.0696 0.927 0.48 0.03 HTTP_ESCAPED_HOST
- 0.036 0.0541 0.0012 0.979 0.48 1.75 RATWARE_RCVD_LC_ESMTP
- 0.046 0.0669 0.0046 0.935 0.48 1.49 DISGUISE_PORN
- 0.037 0.0557 0.0019 0.967 0.48 1.03 URI_4YOU
- 5.843 8.6881 0.3011 0.967 0.48 1.72 INFO_TLD
- 0.214 0.3083 0.0288 0.914 0.47 1.30 ADDRESS_IN_SUBJECT
- 0.034 0.0004 0.0988 0.004 0.47 0.00 BAYES_05
- 0.114 0.1632 0.0177 0.902 0.47 1.64 FORGED_JUNO_RCVD
- 0.307 0.4439 0.0408 0.916 0.47 0.29 BANG_MORE
- 0.127 0.1808 0.0212 0.895 0.47 1.43 SOMETHING_FOR_ADULTS
- 0.342 0.4941 0.0454 0.916 0.47 1.01 FROM_NO_LOWER
- 0.037 0.0547 0.0031 0.947 0.47 1.61 REFINANCE_NOW
- 0.095 0.1362 0.0146 0.903 0.47 0.03 CREDIT_CARD
- 0.033 0.0490 0.0015 0.970 0.47 1.65 SUBJ_YOUR_FAMILY
- 0.494 0.7136 0.0654 0.916 0.47 1.67 BLANK_LINES_70_80
- 0.034 0.0501 0.0023 0.956 0.46 0.35 NASTY_GIRLS
- 0.031 0.0464 0.0012 0.976 0.46 1.32 REFINANCE_YOUR_HOME
- 0.040 0.0026 0.1119 0.022 0.46 0.00 BAYES_25
- 0.029 0.0442 0.0008 0.983 0.46 1.68 PORN_15
- 0.026 0.0401 0.0000 1.000 0.46 1.56 RCVD_AM_PM
- 0.025 0.0371 0.0000 1.000 0.46 1.68 HELO_DYNAMIC_VELOX
- 0.899 1.2992 0.1192 0.916 0.46 0.89 MAILTO_TO_REMOVE
- 0.024 0.0365 0.0000 1.000 0.46 1.68 BANG_QUOTE
- 0.035 0.0509 0.0042 0.923 0.45 1.36 FROM_NO_USER
- 0.135 0.1917 0.0250 0.885 0.45 0.29 URG_BIZ
- 0.043 0.0608 0.0077 0.888 0.45 0.22 ACT_NOW_CAPS
- 0.100 0.1415 0.0181 0.887 0.45 0.19 ADDR_FREE
- 1.727 2.5185 0.1842 0.932 0.45 1.57 HTML_IMAGE_ONLY_20
- 0.028 0.0418 0.0019 0.956 0.45 1.36 FIN_FREE
- 0.023 0.0343 0.0000 1.000 0.45 1.60 WITH_LC_SMTP
- 0.023 0.0349 0.0004 0.989 0.45 1.60 COMPETE
- 0.022 0.0338 0.0000 1.000 0.45 1.41 HTML_OBFUSCATE_90_100
- 0.025 0.0369 0.0012 0.970 0.45 1.56 NUMERIC_HTTP_ADDR
- 1.741 2.5381 0.1880 0.931 0.45 1.04 HTML_IMAGE_RATIO_04
- 0.031 0.0454 0.0031 0.937 0.45 1.60 MEET_SINGLES
- 0.028 0.0418 0.0023 0.948 0.45 0.35 CUM_SHOT
- 0.021 0.0324 0.0000 1.000 0.45 1.60 MSGID_FROM_MTA_HOTMAIL
- 0.021 0.0314 0.0000 1.000 0.44 1.58 MSGID_SPAM_ZEROES
- 0.062 0.0874 0.0127 0.873 0.44 0.00 HTML_TAG_EXIST_PARAM
- 0.045 0.0636 0.0096 0.869 0.44 0.00 URI_LONG_HOSTNAME
- 0.121 0.1711 0.0246 0.874 0.44 0.00 REPLY_TO_ULINE_NUMS
- 0.021 0.0312 0.0000 1.000 0.44 1.60 HTML_OBFUSCATE_80_90
- 0.021 0.0316 0.0008 0.976 0.44 1.51 JS_FROMCHARCODE
- 0.042 0.0584 0.0092 0.864 0.44 0.65 SUBJ_FOR_ONLY
- 0.020 0.0300 0.0004 0.987 0.44 1.50 BARGAIN_URL
- 0.019 0.0282 0.0000 1.000 0.44 1.59 FORGED_TELESP_RCVD
- 0.024 0.0349 0.0027 0.928 0.44 1.56 SEDUCTION
- 0.025 0.0361 0.0031 0.922 0.43 1.49 SELECTED_YOU
- 0.028 0.0407 0.0042 0.906 0.43 0.21 FREE_QUOTE_INSTANT
- 1.216 1.7592 0.1592 0.917 0.43 1.09 HTML_IMAGE_ONLY_24
- 0.019 0.0280 0.0000 1.000 0.43 1.29 FAKED_UNDISC_RECIPS
- 0.021 0.0312 0.0012 0.964 0.43 1.44 EXCUSE_24
- 0.045 0.0630 0.0108 0.854 0.43 0.00 THE_BEST_RATE
- 0.116 0.1623 0.0250 0.867 0.43 0.19 ITS_LEGAL
- 0.022 0.0324 0.0019 0.944 0.43 1.49 BLANK_LINES_90_100
- 0.023 0.0330 0.0023 0.935 0.43 1.26 UNCLAIMED_MONEY
- 0.019 0.0284 0.0008 0.974 0.43 1.51 BE_BOSS
- 0.017 0.0259 0.0000 1.000 0.43 0.50 MSGID_SPAM_99X9XX99
- 0.081 0.1135 0.0181 0.863 0.43 0.09 MSGID_NO_HOST
- 0.035 0.0488 0.0069 0.876 0.43 1.51 DOMAIN_4U2
- 0.069 0.0965 0.0162 0.857 0.43 0.00 HTML_WIN_OPEN
- 0.185 0.2604 0.0373 0.875 0.43 0.54 SEE_FOR_YOURSELF
- 0.018 0.0272 0.0008 0.973 0.43 1.50 BUY_DIRECT
- 0.387 0.5511 0.0661 0.893 0.43 0.96 INVALID_MSGID
- 4.763 7.0262 0.3538 0.952 0.43 0.00 EXCUSE_3
- 0.772 1.0985 0.1350 0.891 0.43 0.77 HOT_NASTY
- 0.030 0.0430 0.0058 0.882 0.43 0.04 JOIN_MILLIONS
- 0.086 0.1202 0.0204 0.855 0.43 0.04 EXCUSE_REMOVE
- 0.987 1.4161 0.1507 0.904 0.43 0.03 HTML_TAG_BALANCE_HTML
- 0.016 0.0235 0.0000 1.000 0.43 1.52 SENT_IN_COMPLIANCE
- 0.018 0.0266 0.0012 0.959 0.43 0.45 HTML_SHOUTING7
- 0.034 0.0478 0.0077 0.861 0.42 1.39 GET_PAID
- 0.017 0.0251 0.0008 0.970 0.42 1.49 FROM_NONSENDING_DOMAIN
- 0.079 0.1098 0.0188 0.853 0.42 0.05 BLANK_LINES_80_90
- 0.015 0.0225 0.0000 1.000 0.42 1.52 PREST_NON_ACCREDITED
- 2.982 4.3513 0.3149 0.933 0.42 1.05 HTML_10_20
- 0.031 0.0430 0.0065 0.868 0.42 1.24 NIGERIAN_SUBJECT2
- 0.034 0.0468 0.0077 0.859 0.42 0.00 HTML_SHOUTING9
- 0.025 0.0353 0.0050 0.876 0.42 0.86 WHILE_YOU_SLEEP
- 1.001 1.4341 0.1569 0.901 0.42 0.04 HTML_NONELEMENT_10_20
- 0.014 0.0213 0.0000 1.000 0.42 1.52 HARDCORE_PORN
- 0.025 0.0347 0.0050 0.874 0.42 1.15 EXCUSE_4
- 0.037 0.0515 0.0096 0.843 0.42 0.79 FREE_PORN
- 0.014 0.0211 0.0000 1.000 0.42 1.37 RCVD_BONUS_SPC_DATE
- 0.246 0.3470 0.0496 0.875 0.42 0.06 SUB_FREE_OFFER
- 0.014 0.0209 0.0000 1.000 0.42 1.52 RESISTANCE_IS_FUTILE
- 2.872 4.1778 0.3269 0.927 0.42 1.46 PRIORITY_NO_NAME
- 0.013 0.0199 0.0000 1.000 0.42 1.52 REMOVE_POSTAL
- 0.024 0.0332 0.0050 0.869 0.42 0.00 URI_IS_POUND
- 0.013 0.0197 0.0000 1.000 0.42 1.52 FAKE_HELO_EUDORAMAIL
- 12.768 19.0775 0.4768 0.976 0.41 1.44 MSGID_FROM_MTA_ID
- 1.224 1.7550 0.1888 0.903 0.41 0.10 NORMAL_HTTP_TO_IP
- 0.022 0.0310 0.0042 0.880 0.41 0.04 LIVE_PORN
- 1.153 1.6506 0.1850 0.899 0.41 0.19 MIME_BOUND_NEXTPART
- 0.016 0.0235 0.0019 0.924 0.41 0.05 HIDDEN_CHARGES
- 0.013 0.0195 0.0004 0.981 0.41 1.44 MAIL_IN_ORDER_FORM
- 0.012 0.0186 0.0000 1.000 0.41 1.24 YAHOO_RD_REDIR
- 0.012 0.0186 0.0000 1.000 0.41 1.44 MICRO_CAP_WARNING
- 0.012 0.0186 0.0000 1.000 0.41 1.00 DRUG_ED_COMBO
- 0.036 0.0488 0.0100 0.830 0.41 0.00 LOW_PAYMENT
- 0.017 0.0247 0.0027 0.902 0.41 0.04 ONE_TIME
- 0.012 0.0176 0.0000 1.000 0.41 1.37 YOU_CAN_SEARCH
- 0.035 0.0472 0.0100 0.825 0.41 0.99 SUBJ_AS_SEEN
- 5.064 7.4573 0.4007 0.949 0.41 0.31 HTML_TEXT_AFTER_HTML
- 0.022 0.0308 0.0050 0.860 0.41 0.09 FREE_SAMPLE
- 0.011 0.0170 0.0000 1.000 0.41 1.34 HELO_DYNAMIC_NTL
- 6.454 9.5396 0.4418 0.956 0.41 1.24 HTML_20_30
- 0.013 0.0186 0.0008 0.960 0.41 1.40 AMATEUR_PORN
- 0.079 0.1082 0.0219 0.832 0.41 1.12 RECEIVE_OFFER
- 0.011 0.0166 0.0000 1.000 0.41 1.44 NO_MEDICAL
- 13.239 19.7684 0.5184 0.974 0.41 0.01 FORGED_RCVD_NET_HELO
- 1.847 2.6613 0.2615 0.911 0.41 0.08 REMOVE_PAGE
- 0.054 0.0732 0.0173 0.809 0.41 0.00 LOW_INTEREST
- 0.017 0.0235 0.0031 0.884 0.41 1.34 BEEN_TURNED_DOWN
- 0.039 0.0523 0.0119 0.814 0.41 0.12 EXTRA_CASH
- 0.011 0.0162 0.0000 1.000 0.41 1.13 RATWARE_HASH_DASH
- 0.686 0.9682 0.1354 0.877 0.41 0.90 SUBJ_HAS_UNIQ_ID
- 0.011 0.0160 0.0000 1.000 0.40 1.39 HELO_DYNAMIC_CHELLO_NO
- 0.010 0.0156 0.0000 1.000 0.40 1.44 HTTP_CTRL_CHARS_HOST
- 2.017 2.8979 0.3011 0.906 0.40 0.02 MIME_BASE64_NO_NAME
- 0.015 0.0217 0.0031 0.876 0.40 0.33 TO_NO_USER
- 0.045 0.0598 0.0158 0.791 0.40 0.00 BAYES_75
- 0.012 0.0180 0.0015 0.921 0.40 1.34 FORGED_MUA_THEBAT_CS
- 0.010 0.0144 0.0000 1.000 0.40 1.26 NIGERIAN_BODY_GOVT_3
- 0.013 0.0184 0.0019 0.905 0.40 0.25 BANKRUPTCY
- 0.009 0.0140 0.0000 1.000 0.40 0.00 FAKE_HELO_EMAIL_COM
- 0.075 0.1015 0.0231 0.815 0.40 0.00 RICH
- 0.013 0.0189 0.0027 0.876 0.40 0.99 BILL_1618
- 0.419 0.5878 0.0911 0.866 0.40 0.03 NO_RDNS_DOTCOM_HELO
- 1.711 2.4560 0.2603 0.904 0.39 0.07 HTML_IMAGE_RATIO_06
- 0.021 0.0286 0.0069 0.805 0.39 1.20 HEADER_COUNT_CTYPE
- 0.010 0.0140 0.0008 0.948 0.39 0.91 PORN_16
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- 0.009 0.0130 0.0000 1.000 0.39 0.00 RATWARE_JPFREE
- 0.008 0.0126 0.0000 1.000 0.39 0.00 NONEXISTENT_CHARSET
- 0.009 0.0132 0.0004 0.972 0.39 0.00 PAY_SITE
- 0.032 0.0432 0.0115 0.789 0.39 0.01 INVALID_DATE_TZ_ABSURD
- 0.206 0.2846 0.0515 0.847 0.39 1.06 DEAR_SOMETHING
- 0.008 0.0122 0.0000 1.000 0.39 0.00 HELO_DYNAMIC_TELIA
- 0.018 0.0239 0.0058 0.805 0.39 1.41 FAKE_HELO_LYCOS
- 1.768 2.5247 0.2953 0.895 0.39 0.17 HTML_WEB_BUGS
- 0.054 0.0717 0.0208 0.775 0.39 0.57 BEST_PORN
- 15.963 23.7695 0.7556 0.969 0.39 0.64 RCVD_NUMERIC_HELO
- 0.007 0.0109 0.0000 1.000 0.39 0.00 CABLE_CONVERTER
- 0.017 0.0223 0.0058 0.795 0.39 0.00 SUBJ_2_CREDIT
- 0.333 0.4635 0.0781 0.856 0.39 0.00 HTTP_EXCESSIVE_ESCAPES
- 0.010 0.0136 0.0019 0.876 0.38 1.00 MULTI_REMOVAL_1WORD
- 0.010 0.0136 0.0019 0.876 0.38 1.17 FAKE_HELO_YAHOO_CA
- 0.075 0.1005 0.0250 0.801 0.38 0.00 ENTITY_DEC_SPACE
- 0.008 0.0118 0.0008 0.939 0.38 0.00 NO_CATCH
- 1.029 1.4495 0.2096 0.874 0.38 0.12 X_PRIORITY_HIGH
- 0.097 0.1313 0.0292 0.818 0.38 0.00 MIME_BASE64_LATIN
- 0.006 0.0095 0.0000 1.000 0.38 0.00 JAPANESE_UCE_SUBJECT
- 0.006 0.0095 0.0000 1.000 0.38 0.00 FORGED_GW05_RCVD
- 7.446 10.9778 0.5661 0.951 0.38 0.35 HTML_90_100
- 0.013 0.0180 0.0046 0.796 0.38 0.49 FREE_MEMBERSHIP
- 0.007 0.0101 0.0004 0.963 0.38 0.00 NONSECURED_CREDIT
- 0.012 0.0160 0.0038 0.806 0.38 0.68 PORN_CELEBRITY
- 0.458 0.6362 0.1111 0.851 0.38 0.00 HTML_FONT_FACE_BAD
- 0.658 0.9187 0.1504 0.859 0.38 0.00 MIME_QP_EXCESSIVE
- 0.008 0.0120 0.0015 0.887 0.38 0.00 EARNINGS
- 0.006 0.0091 0.0000 1.000 0.38 0.00 JODY
- 0.006 0.0095 0.0004 0.961 0.38 0.00 FREE_GRANT
- 0.006 0.0089 0.0000 1.000 0.38 0.00 INVALUABLE_MARKETING
- 0.006 0.0089 0.0000 1.000 0.38 0.00 MDAEMON_2_7_4
- 0.006 0.0089 0.0000 1.000 0.38 0.00 FORGED_MUA_APPLEMAIL
- 0.006 0.0093 0.0004 0.960 0.38 0.00 OUR_AFFILIATE_PARTNERS
- 1.786 2.5284 0.3403 0.881 0.38 0.02 HTML_TITLE_EMPTY
- 0.020 0.0257 0.0085 0.752 0.38 0.77 CELL_PHONE_IMPROVE
- 0.616 0.8553 0.1496 0.851 0.38 0.06 ORDER_NOW
- 0.006 0.0087 0.0000 1.000 0.38 0.00 FORGED_AOL_RCVD
- 0.006 0.0087 0.0000 1.000 0.38 0.00 USERNAME_IN_SUBJECT
- 0.006 0.0087 0.0000 1.000 0.38 0.00 COPY_ACCURATELY
- 0.012 0.0162 0.0046 0.778 0.38 0.00 BARELY_LEGAL
- 0.012 0.0162 0.0046 0.778 0.38 1.36 EARN_PER_WEEK
- 0.295 0.4094 0.0719 0.851 0.38 0.00 REMOVE_FROM_LIST
- 0.006 0.0085 0.0000 1.000 0.38 0.00 ORDER_REPORT
- 0.006 0.0085 0.0000 1.000 0.38 0.00 TO_RECIP_MARKER
- 0.031 0.0401 0.0135 0.749 0.38 0.00 ALL_CAPS_GUAR
- 5.831 8.5548 0.5245 0.942 0.37 0.07 MISSING_MIMEOLE
- 0.005 0.0081 0.0000 1.000 0.37 0.00 FORGED_MX_HOTMAIL
- 0.014 0.0186 0.0062 0.751 0.37 0.36 ACCEPT_CREDIT_CARDS
- 0.723 1.0067 0.1707 0.855 0.37 0.14 CLICK_BELOW_CAPS
- 0.306 0.4197 0.0838 0.833 0.37 0.00 ENTITY_DEC_OTHER
- 0.005 0.0079 0.0000 1.000 0.37 0.00 FORGED_JUNO_FROM
- 4.923 7.2088 0.4688 0.939 0.37 0.26 HTML_TEXT_AFTER_BODY
- 0.005 0.0077 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA
- 1.353 1.9112 0.2661 0.878 0.37 0.00 SAVE_MONEY
- 0.008 0.0105 0.0023 0.819 0.37 0.00 LONG_DISTANCE
- 0.005 0.0071 0.0000 1.000 0.37 0.00 PORN_URL_PANT
- 1.172 1.6498 0.2400 0.873 0.37 0.00 HTML_IMAGE_RATIO_08
- 0.114 0.1520 0.0392 0.795 0.37 1.22 FROM_STARTS_WITH_NUMS
- 14.448 21.3846 0.9341 0.958 0.37 0.00 RCVD_BY_IP
- 0.004 0.0065 0.0000 1.000 0.37 0.00 NO_GIMMICK
- 0.006 0.0083 0.0012 0.878 0.37 0.00 NIGERIAN_SUBJECT1
- 0.007 0.0099 0.0023 0.811 0.37 0.00 BILL_SECTION
- 0.009 0.0120 0.0035 0.777 0.37 0.00 APPLY_ONLINE
- 2.088 2.9739 0.3634 0.891 0.37 0.04 MSGID_FROM_MTA_HEADER
- 0.010 0.0124 0.0038 0.764 0.37 0.00 TARGETED
- 0.010 0.0130 0.0042 0.755 0.37 0.43 INITIAL_INVEST
- 0.006 0.0081 0.0012 0.875 0.37 0.00 SERIOUS_ONLY
- 0.414 0.5675 0.1157 0.831 0.36 0.33 US_DOLLARS_3
- 0.004 0.0065 0.0004 0.944 0.36 0.00 CANNOT_BE_SPAM
- 0.005 0.0071 0.0008 0.902 0.36 0.00 LESBIAN
- 0.004 0.0053 0.0000 1.000 0.36 0.00 BTAMAIL_URL
- 41.977 62.6338 1.7358 0.973 0.36 1.20 MIME_HTML_ONLY
- 0.004 0.0063 0.0004 0.943 0.36 0.00 GET_STARTED_NOW
- 0.004 0.0063 0.0004 0.943 0.36 0.00 MEGA_SITE
- 0.003 0.0051 0.0000 1.000 0.36 0.00 MSGID_3_DOLLARS
- 0.003 0.0051 0.0000 1.000 0.36 0.00 TO_TXT
- 0.003 0.0051 0.0000 1.000 0.36 0.00 NIGERIAN_SCAM_VIRTUE
- 0.003 0.0051 0.0000 1.000 0.36 0.00 RATWARE_VC_IPA
- 0.006 0.0079 0.0015 0.837 0.36 0.00 FREE_PASSWORD
- 0.346 0.4759 0.0927 0.837 0.36 0.00 EXTRA_MPART_TYPE
- 0.003 0.0047 0.0000 1.000 0.36 0.00 NIGERIAN_SUBJECT6
- 0.003 0.0047 0.0000 1.000 0.36 0.00 X_PMFLAGS_PRESENT
- 18.514 27.4503 1.1048 0.961 0.36 0.00 MIME_HTML_NO_CHARSET
- 0.008 0.0103 0.0035 0.748 0.36 0.00 HTML_ALL_CAPS
- 0.012 0.0154 0.0065 0.702 0.36 0.00 NO_DISAPPOINTMENT
- 0.019 0.0233 0.0100 0.700 0.36 0.09 MILLION_EMAIL
- 0.005 0.0075 0.0015 0.830 0.36 0.00 SEX_FEST
- 1.717 2.4200 0.3472 0.875 0.36 0.01 INVALID_DATE
- 0.301 0.4096 0.0888 0.822 0.36 0.00 SAVE_UP_TO
- 12.367 18.2269 0.9506 0.950 0.36 0.00 HTML_FONT_BIG
- 0.003 0.0047 0.0004 0.925 0.36 0.00 X_PRI_MISMATCH_HI
- 0.067 0.0874 0.0277 0.760 0.36 0.04 DO_IT_TODAY
- 0.003 0.0041 0.0000 1.000 0.36 0.00 FAKE_HELO_MAILCITY
- 0.002 0.0036 0.0000 1.000 0.36 0.00 MSGID_THREESIXSIX
- 0.002 0.0036 0.0000 1.000 0.36 0.00 SAFEGUARD_NOTICE
- 0.002 0.0036 0.0000 1.000 0.36 0.00 RECEIVED_IDENT_SQUID
- 0.004 0.0053 0.0012 0.822 0.36 0.00 LYING_EYES
- 0.280 0.3780 0.0877 0.812 0.36 0.00 MISSING_DATE
- 0.026 0.0328 0.0142 0.697 0.36 0.00 HTML_SHOUTING6
- 0.002 0.0034 0.0000 1.000 0.36 0.00 INTL_DRIVERS_LICENSE
- 0.272 0.3689 0.0842 0.814 0.36 0.51 DATE_IN_PAST_96_XX
- 0.003 0.0038 0.0004 0.907 0.36 0.00 YAHOO_SRD_REDIR
- 0.200 0.2696 0.0650 0.806 0.35 0.00 HTML_EVENT_UNSAFE
- 0.015 0.0184 0.0088 0.675 0.35 1.28 CELL_PHONE_FREE
- 0.016 0.0188 0.0092 0.670 0.35 1.27 REPLY_TO_EMPTY
- 0.002 0.0030 0.0000 1.000 0.35 0.00 BZ_TLD
- 0.010 0.0122 0.0058 0.680 0.35 0.00 FIND_ANYTHING
- 0.002 0.0034 0.0004 0.897 0.35 0.00 NOT_ML_MARKETING
- 0.003 0.0038 0.0008 0.830 0.35 0.00 INCOME
- 0.002 0.0028 0.0000 1.000 0.35 0.00 STOP_SNORING
- 0.108 0.1425 0.0408 0.778 0.35 0.07 ADDR_NUMS_AT_BIGSITE
- 0.002 0.0026 0.0000 1.000 0.35 0.00 LOTS_OF_CC_LINES
- 0.002 0.0026 0.0000 1.000 0.35 0.00 OUR_STRICT_ANTI
- 1.913 2.6950 0.3903 0.873 0.35 0.00 HTML_NONELEMENT_00_10
- 0.002 0.0024 0.0000 1.000 0.35 0.00 USE_IDENTITY
- 0.002 0.0024 0.0000 1.000 0.35 0.00 FAKE_HELO_CARAMAIL
- 0.001 0.0022 0.0000 1.000 0.35 0.00 WALAA
- 0.002 0.0026 0.0004 0.870 0.35 0.00 FORGED_MUA_MSN
- 0.002 0.0026 0.0004 0.870 0.35 0.00 FORGED_YAHOO_RCVD_SMTP
- 0.011 0.0134 0.0073 0.648 0.35 1.28 START_NOW_CAPS
- 0.005 0.0067 0.0031 0.686 0.35 0.00 HTML_SHOUTING8
- 0.001 0.0018 0.0000 1.000 0.35 0.00 READ_TO_END
- 0.002 0.0032 0.0012 0.732 0.35 0.00 THIS_IS_AN_AD
- 0.009 0.0109 0.0062 0.638 0.35 0.00 AOL_USERS_LINK
- 0.001 0.0020 0.0004 0.837 0.35 0.00 RATWARE_IMKTG
- 0.223 0.3010 0.0719 0.807 0.35 0.01 SUBJ_FREE_CAP
- 0.001 0.0014 0.0000 1.000 0.35 0.00 TO_INVESTORS
- 0.001 0.0014 0.0000 1.000 0.35 0.00 RATWARE_SCREWUP_1
- 0.001 0.0014 0.0000 1.000 0.35 0.00 HELO_DYNAMIC_TDS
- 0.001 0.0014 0.0000 1.000 0.35 0.00 BUY_JUDGEMENTS
- 0.001 0.0014 0.0000 1.000 0.35 0.00 NOT_INTENDED
- 0.001 0.0014 0.0000 1.000 0.35 0.00 FURTHER_TRANSMISSIONS
- 0.106 0.1386 0.0419 0.768 0.34 0.54 DEAR_FRIEND
- 0.002 0.0022 0.0008 0.738 0.34 0.00 FREE_INVESTMENT
- 0.001 0.0012 0.0000 1.000 0.34 0.00 APPLY_FREE
- 0.001 0.0012 0.0000 1.000 0.34 0.00 FRIEND_PUBLIC
- 0.001 0.0012 0.0000 1.000 0.34 0.00 HIDDEN_ASSETS
- 0.001 0.0012 0.0000 1.000 0.34 0.00 BTAMAIL_HEADER
- 0.001 0.0012 0.0000 1.000 0.34 0.00 MORTGAGE_LINKS
- 0.001 0.0012 0.0000 1.000 0.34 0.00 X_ENC_PRESENT
- 0.001 0.0012 0.0000 1.000 0.34 0.00 RATWARE_EVAMAIL
- 0.002 0.0026 0.0012 0.690 0.34 0.00 SUBJ_DOUBLE_YOUR
- 0.002 0.0026 0.0012 0.690 0.34 0.00 FREE_INSTALL
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- 52.629 75.7200 7.6463 0.908 0.34 0.00 HTML_MESSAGE
- 0.004 0.0051 0.0031 0.625 0.34 0.00 NO_INVENTORY
- 0.001 0.0010 0.0000 1.000 0.34 0.00 CHANGE_TERMS
- 0.001 0.0010 0.0000 1.000 0.34 0.00 CREDITORS_CALLING
- 0.001 0.0010 0.0000 1.000 0.34 0.00 RECEIVED_CACHEFLOW
- 0.001 0.0008 0.0000 1.000 0.34 0.00 MORTGAGE_WAITING
- 0.001 0.0008 0.0000 1.000 0.34 0.00 RATWARE_OE_PI
- 0.001 0.0008 0.0000 1.000 0.34 0.00 MSGID_SPAM_1
- 0.001 0.0008 0.0000 1.000 0.34 0.00 WEALTH
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- 0.715 0.9769 0.2061 0.826 0.34 0.00 HTML_IMAGE_RATIO_12
- 5.325 7.6796 0.7387 0.912 0.34 0.53 HTML_40_50
- 0.000 0.0006 0.0000 1.000 0.34 0.00 NO_SELLING
- 0.000 0.0006 0.0000 1.000 0.34 0.00 MSGID_4NUMS_DOLLAR
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- 0.000 0.0004 0.0000 1.000 0.34 0.00 RATWARE_MMAILER
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- 0.000 0.0000 0.0000 0.500 0.34 0.00 ID_UNIQUE
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_DIFFOND
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_LIST_UNSUBSCRIBE
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_XMAILER
- 0.000 0.0000 0.0000 0.500 0.34 0.00 TO_FILENAME
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_BAD_REFS
- 0.000 0.0000 0.0000 0.500 0.34 0.00 PRIORITY_MAIL
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_PRECEDENCE_REF
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAILER_GIBBERISH
- 0.000 0.0000 0.0000 0.500 0.34 0.00 NO_MIDDLEMAN
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_BY_QVES_COM
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_6_CAPS_ESMTP_ID
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_SERV_HOST_PRESENT
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_STORMPOST_TO
- 0.000 0.0000 0.0000 0.500 0.34 0.00 SUBJ_RIPPED
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAIL_ID_PRESENT
- 0.001 0.0014 0.0012 0.545 0.34 0.00 DRUG_ED_HERBAL
- 0.003 0.0028 0.0023 0.545 0.34 0.00 BUGGY_CGI
- 0.000 0.0004 0.0004 0.507 0.34 0.00 EXCUSE_22
- 0.525 0.7098 0.1638 0.812 0.34 0.84 LOTS_OF_STUFF
- 5.719 8.2157 0.8548 0.906 0.34 1.05 HTML_50_60
- 0.000 0.0002 0.0004 0.339 0.34 0.00 EXCUSE_21
- 0.003 0.0030 0.0027 0.524 0.34 0.00 NO_INVESTMENT
- 0.250 0.3326 0.0904 0.786 0.33 0.04 RISK_FREE
- 0.001 0.0012 0.0015 0.435 0.33 0.00 ONCE_IN_LIFETIME
- 0.000 0.0002 0.0008 0.204 0.33 0.00 SUBJ_NOW_ONLY
- 0.002 0.0020 0.0023 0.461 0.33 0.00 IDENT_NOBODY
- 0.338 0.4522 0.1165 0.795 0.33 0.00 LIMITED_TIME_ONLY
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- 0.024 0.0282 0.0169 0.625 0.33 0.67 YOUR_INCOME
- 4.371 6.3067 0.6007 0.913 0.33 0.00 HTML_BADTAG_00_10
- 0.003 0.0026 0.0035 0.426 0.33 0.00 FROM_HAS_MIXED_NUMS2
- 0.910 1.2290 0.2888 0.810 0.33 0.00 HTML_BACKHAIR_1
- 0.688 0.9321 0.2127 0.814 0.33 0.07 MANY_EXCLAMATIONS
- 4.073 5.8717 0.5703 0.911 0.33 0.88 HTML_30_40
- 0.030 0.0353 0.0208 0.630 0.33 0.15 EXCUSE_12
- 0.008 0.0089 0.0077 0.536 0.33 0.00 MIME_BOUND_DIGITS_7
- 0.005 0.0043 0.0050 0.465 0.33 0.00 MIME_BOUND_MA
- 0.255 0.3381 0.0923 0.786 0.33 0.18 FROM_WEBMAIL_END_NUMS6
- 0.194 0.2548 0.0765 0.769 0.33 0.35 UPPERCASE_50_75
- 6.861 9.7139 1.3025 0.882 0.32 0.15 HTML_70_80
- 8.149 11.4159 1.7835 0.865 0.32 0.03 HTML_80_90
- 0.087 0.1099 0.0419 0.724 0.32 0.09 COMPLETELY_FREE
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- 3.595 5.1194 0.6264 0.891 0.32 0.00 MISSING_OUTLOOK_NAME
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- 0.001 0.0002 0.0038 0.049 0.31 0.00 MIME_BOUND_HEX_24
- 0.615 0.8198 0.2153 0.792 0.31 0.76 SUBJ_ALL_CAPS
- 0.023 0.0253 0.0188 0.573 0.31 0.00 CONGRATULATIONS
- 2.755 3.8760 0.5699 0.872 0.31 1.01 HTML_TAG_EXIST_TBODY
- 5.177 7.3012 1.0383 0.875 0.31 0.52 HTML_60_70
- 0.002 0.0008 0.0058 0.120 0.31 0.00 WE_HATE_SPAM2
- 4.313 6.0566 0.9175 0.868 0.30 0.00 MIME_QP_LONG_LINE
- 5.542 7.5931 1.5455 0.831 0.30 0.04 HTML_LINK_CLICK_HERE
- 0.611 0.8066 0.2303 0.778 0.30 0.20 PLING_QUERY
- 18.749 13.3679 29.2310 0.314 0.30 0.00 FORGED_RCVD_HELO
- 0.195 0.2477 0.0919 0.729 0.30 0.00 HTML_FONT_FACE_CAPS
- 0.835 1.0878 0.3438 0.760 0.29 1.04 DATE_IN_FUTURE_06_12
- 0.112 0.1384 0.0608 0.695 0.29 0.00 ALL_CAP_FOR_ADULTS
- 0.136 0.1698 0.0711 0.705 0.29 0.00 EXCUSE_15
- 5.812 7.5973 2.3338 0.765 0.29 0.00 LINES_OF_YELLING
- 0.060 0.0681 0.0431 0.613 0.29 0.04 EXCUSE_11
- 6.631 8.1287 3.7140 0.686 0.29 0.03 CLICK_BELOW
- 0.864 1.1226 0.3592 0.758 0.28 0.00 HTTP_WITH_EMAIL_IN_URL
- 0.095 0.1139 0.0596 0.656 0.28 0.07 OPTING_OUT_CAPS
- 0.014 0.0116 0.0181 0.392 0.27 0.00 DIRECT_EMAIL
- 0.009 0.0061 0.0146 0.295 0.27 0.00 FROM_AND_TO_SAME
- 1.507 2.0274 0.4945 0.804 0.27 0.03 DATE_IN_PAST_03_06
- 0.051 0.0553 0.0419 0.569 0.27 0.85 FULL_REFUND
- 0.208 0.2515 0.1223 0.673 0.27 0.00 EARN_MONEY
- 0.055 0.0596 0.0458 0.566 0.27 0.14 YOU_WON
- 0.221 0.2657 0.1338 0.665 0.27 0.00 EXCUSE_7
- 0.044 0.0466 0.0385 0.548 0.26 0.00 HTML_TITLE_EXTRA
- 0.453 0.5679 0.2288 0.713 0.26 0.00 HTML_IMAGE_RATIO_10
- 0.017 0.0138 0.0235 0.371 0.26 0.00 X_ESMTP
- 0.075 0.0839 0.0573 0.594 0.26 0.06 EXCUSE_19
- 2.371 3.0531 1.0410 0.746 0.25 0.00 URI_REDIRECTOR
- 0.433 0.5336 0.2384 0.691 0.25 0.05 FREE_TRIAL
- 0.140 0.1648 0.0931 0.639 0.25 0.00 WHILE_SUPPLIES
- 7.080 5.8361 9.5033 0.380 0.25 0.12 NO_REAL_NAME
- 1.629 2.0934 0.7233 0.743 0.25 0.03 UPPERCASE_25_50
- 0.637 0.7803 0.3565 0.686 0.25 0.00 HTML_JAVASCRIPT
- 0.334 0.4074 0.1904 0.682 0.24 0.08 NO_COST
- 0.541 0.6502 0.3276 0.665 0.24 0.00 HTML_EVENT
- 3.729 3.7686 3.6517 0.508 0.24 0.18 FROM_ENDS_IN_NUMS
- 1.464 1.8233 0.7637 0.705 0.23 0.00 LINES_OF_YELLING_2
- 0.086 0.0892 0.0796 0.528 0.22 0.00 WORK_AT_HOME
- 0.333 0.3891 0.2242 0.634 0.22 0.00 WEIRD_PORT
- 0.100 0.1046 0.0908 0.535 0.21 0.00 CASHCASHCASH
- 0.503 0.5809 0.3511 0.623 0.21 0.05 PLING_PLING
- 0.204 0.2189 0.1757 0.555 0.20 0.00 HTML_IMAGE_RATIO_14
- 0.448 0.4986 0.3480 0.589 0.20 0.00 LINES_OF_YELLING_3
- 0.593 0.6832 0.4172 0.621 0.19 0.00 US_DOLLARS_2
- 0.051 0.0452 0.0623 0.420 0.19 0.00 NO_PURCHASE
- 0.011 0.0030 0.0277 0.097 0.19 0.00 MIME_BOUND_DASH_DIGIT
- 1.214 1.3415 0.9644 0.582 0.19 0.00 MAILTO_WITH_SUBJ
- 0.444 0.4860 0.3611 0.574 0.18 0.37 DATE_IN_PAST_12_24
- 0.563 0.6259 0.4403 0.587 0.17 0.11 FROM_HAS_MIXED_NUMS
- 0.462 0.4951 0.3972 0.555 0.17 0.00 MISSING_HEADERS
- 0.026 0.0132 0.0519 0.203 0.14 0.00 NO_EXPERIENCE
- 0.026 0.0122 0.0531 0.187 0.13 0.00 JAVASCRIPT_URI
- 0.338 0.3196 0.3726 0.462 0.13 0.00 FOR_FREE
- 0.167 0.1453 0.2088 0.410 0.13 0.16 OPTING_OUT
- 0.188 0.1504 0.2600 0.367 0.11 0.00 DATE_IN_PAST_24_48
- 0.048 0.0253 0.0911 0.217 0.10 0.03 MIME_QP_DEFICIENT
- 0.635 0.5545 0.7929 0.412 0.10 0.00 TO_ADDRESS_EQ_REAL
- 1.121 0.6964 1.9473 0.263 0.09 0.00 MAILTO_TO_SPAM_ADDR
- 0.617 0.5047 0.8360 0.376 0.09 0.00 EXCUSE_1
- 0.239 0.1786 0.3576 0.333 0.08 0.00 BANG_MONEY
- 0.171 0.1242 0.2623 0.321 0.08 0.00 FROM_HAS_ULINE_NUMS
- 0.077 0.0385 0.1527 0.201 0.06 0.03 DATE_IN_PAST_48_96
- 0.305 0.2219 0.4680 0.322 0.05 0.00 NO_FEE
- 0.186 0.0981 0.3576 0.215 0.02 0.00 BAYES_50
- 0.072 0.0197 0.1742 0.102 0.00 0.00 MIME_QP_NO_CHARSET
- 0.220 0.1174 0.4211 0.218 0.00 0.00 TO_EMPTY
- 0.038 0.0014 0.1084 0.013 0.00 0.00 MIME_BOUND_DIGITS_4
+ 176464 123466 52998 0.700 0.00 0.00 (all messages)
+100.000 69.9667 30.0333 0.700 0.00 0.00 (all messages as %)
+ 10.599 15.1491 0.0000 1.000 0.99 3.60 MIME_BOUND_DD_DIGITS
+ 13.806 19.7285 0.0075 1.000 0.98 3.20 RCVD_HELO_IP_MISMATCH
+ 7.894 11.2825 0.0000 1.000 0.98 3.36 SUBJ_ILLEGAL_CHARS
+ 7.106 10.1558 0.0019 1.000 0.97 3.36 HELO_DYNAMIC_IPADDR
+ 5.540 7.9180 0.0000 1.000 0.96 3.52 MSGID_SPAM_CAPS
+ 5.735 8.1966 0.0019 1.000 0.96 3.25 FORGED_OUTLOOK_HTML
+ 6.549 9.3589 0.0038 1.000 0.96 2.33 HTML_SHORT_LINK_IMG_1
+ 5.015 7.1680 0.0000 1.000 0.96 3.51 RCVD_DOUBLE_IP_SPAM
+ 4.671 6.6755 0.0000 1.000 0.95 3.52 X_MESSAGE_INFO
+ 60.676 86.7089 0.0302 1.000 0.94 0.00 BAYES_99
+ 4.343 6.2058 0.0038 0.999 0.93 3.36 FORGED_MUA_OUTLOOK
+ 4.581 6.5435 0.0094 0.999 0.92 2.13 REPTO_QUOTE_YAHOO
+ 4.394 6.2762 0.0075 0.999 0.92 2.58 HTML_IMAGE_ONLY_08
+ 3.645 5.2087 0.0019 1.000 0.92 1.83 DRUGS_ERECTILE_OBFU
+ 4.231 6.0446 0.0057 0.999 0.92 2.79 MSGID_RANDY
+ 3.383 4.8353 0.0000 1.000 0.92 3.04 FORGED_OUTLOOK_TAGS
+ 4.129 5.8988 0.0057 0.999 0.91 3.12 LONGWORDS
+ 3.122 4.4620 0.0000 1.000 0.91 3.36 MIME_BAD_ISO_CHARSET
+ 3.033 4.3356 0.0000 1.000 0.91 3.28 HELO_DYNAMIC_DHCP
+ 2.773 3.9630 0.0000 1.000 0.90 1.86 DATE_SPAMWARE_Y2K
+ 2.909 4.1566 0.0019 1.000 0.90 3.28 HELO_DYNAMIC_IPADDR2
+ 2.705 3.8658 0.0000 1.000 0.90 3.28 HELO_DYNAMIC_HCC
+ 2.675 3.8229 0.0000 1.000 0.90 3.28 RATWARE_ZERO_TZ
+ 2.610 3.7306 0.0000 1.000 0.90 3.28 RATWARE_NAME_ID
+ 4.502 6.4261 0.0189 0.997 0.89 3.12 RATWARE_OUTLOOK_NONAME
+ 2.494 3.5645 0.0000 1.000 0.89 3.28 URI_NO_WWW_INFO_CGI
+ 2.489 3.5573 0.0000 1.000 0.89 3.12 REMOVE_BEFORE_LINK
+ 2.448 3.4989 0.0000 1.000 0.89 3.20 NO_PRESCRIPTION
+ 2.340 3.3451 0.0000 1.000 0.88 2.47 MSGID_YAHOO_CAPS
+ 2.312 3.3046 0.0000 1.000 0.88 3.28 FROM_ILLEGAL_CHARS
+ 2.091 2.9887 0.0000 1.000 0.87 3.20 MSGID_DOLLARS_RANDOM
+ 2.582 3.6877 0.0075 0.998 0.87 1.84 DRUGS_ANXIETY
+ 3.640 5.1941 0.0189 0.996 0.87 2.29 HTML_IMAGE_ONLY_12
+ 2.683 3.8302 0.0113 0.997 0.87 3.12 MSGID_DOLLARS
+ 2.045 2.9215 0.0019 0.999 0.86 2.61 HTML_TINY_FONT
+ 1.996 2.8526 0.0000 1.000 0.86 3.20 HEADER_SPAM
+ 2.009 2.8712 0.0019 0.999 0.86 0.66 DRUGS_ANXIETY_EREC
+ 2.091 2.9862 0.0057 0.998 0.86 2.96 INVESTMENT_ADVICE
+ 5.611 8.0022 0.0396 0.995 0.86 2.48 FROM_LOCAL_NOVOWEL
+ 2.017 2.8818 0.0038 0.999 0.86 1.74 FUZZY_VLIUM
+ 4.575 6.5241 0.0340 0.995 0.85 2.42 RATWARE_MS_HASH
+ 1.982 2.8324 0.0019 0.999 0.85 2.15 FUZZY_VPILL
+ 1.769 2.5278 0.0000 1.000 0.85 3.20 FORGED_MSGID_YAHOO
+ 3.204 4.5681 0.0264 0.994 0.84 2.30 HTML_SHORT_LINK_IMG_2
+ 1.943 2.7740 0.0057 0.998 0.84 1.85 FUZZY_CPILL
+ 1.777 2.5375 0.0038 0.999 0.84 1.15 INTERRUPTUS
+ 4.016 5.7247 0.0340 0.994 0.83 2.05 MIME_BASE64_TEXT
+ 2.724 3.8829 0.0245 0.994 0.83 1.33 HTTP_EXCESSIVE_ESCAPES
+ 1.764 2.5189 0.0038 0.999 0.83 0.54 HTML_BACKHAIR_8
+ 1.659 2.3683 0.0057 0.998 0.82 1.54 DRUGS_DIET
+ 1.446 2.0670 0.0000 1.000 0.82 2.66 FUZZY_VICODIN
+ 1.794 2.5594 0.0113 0.996 0.82 0.00 BAYES_95
+ 1.437 2.0540 0.0000 1.000 0.82 0.13 DRUGS_ANXIETY_OBFU
+ 2.191 3.1215 0.0226 0.993 0.81 2.07 UNIQUE_WORDS
+ 1.979 2.8202 0.0189 0.993 0.81 0.00 BAYES_80
+ 1.492 2.1293 0.0075 0.996 0.81 2.88 FUZZY_XPILL
+ 7.986 11.3853 0.0660 0.994 0.80 2.16 DRUGS_ERECTILE
+ 1.632 2.3270 0.0132 0.994 0.80 2.88 MSGID_MULTIPLE_AT
+ 1.185 1.6936 0.0000 1.000 0.80 3.02 ADVANCE_FEE_4
+ 1.142 1.6328 0.0000 1.000 0.79 2.96 DRUGS_PAIN_OBFU
+ 1.142 1.6320 0.0000 1.000 0.79 0.04 DRUGS_MANYKINDS
+ 1.932 2.7514 0.0226 0.992 0.79 2.32 DATE_IN_FUTURE_12_24
+ 1.170 1.6709 0.0019 0.999 0.79 2.88 SUBJECT_DRUG_GAP_C
+ 1.361 1.9422 0.0075 0.996 0.79 2.87 ADVANCE_FEE_3
+ 1.168 1.6677 0.0038 0.998 0.79 2.80 X_IP
+ 2.447 3.4811 0.0377 0.989 0.78 0.67 HTML_IMAGE_ONLY_16
+ 2.429 3.4560 0.0377 0.989 0.78 0.16 RCVD_DOUBLE_IP_LOOSE
+ 1.240 1.7689 0.0094 0.995 0.78 2.80 SORTED_RECIPS
+ 1.043 1.4895 0.0019 0.999 0.78 2.96 FUZZY_MORTGAGE
+ 1.010 1.4433 0.0019 0.999 0.77 1.65 HEAD_ILLEGAL_CHARS
+ 0.979 1.3988 0.0000 1.000 0.77 2.82 HTML_IMAGE_ONLY_04
+ 0.987 1.4093 0.0019 0.999 0.77 2.88 HTML_EXTRA_CLOSE
+ 0.953 1.3615 0.0000 1.000 0.77 2.88 FUZZY_GUARANTEE
+ 2.584 3.6731 0.0453 0.988 0.77 0.01 HTML_FONT_TINY
+ 0.993 1.4182 0.0038 0.997 0.77 2.81 SUBJECT_FUZZY_MEDS
+ 0.974 1.3899 0.0038 0.997 0.76 2.88 PERCENT_RANDOM
+ 0.907 1.2967 0.0000 1.000 0.76 2.88 FUZZY_PRESCRIPT
+ 2.245 3.1904 0.0434 0.987 0.76 0.91 HTML_SHORT_LINK_IMG_3
+ 0.900 1.2862 0.0000 1.000 0.76 2.88 RATWARE_EFROM
+ 3.437 4.8872 0.0585 0.988 0.76 1.89 URI_NOVOWEL
+ 0.891 1.2732 0.0000 1.000 0.76 2.88 RATWARE_RCVD_AT
+ 0.920 1.3137 0.0038 0.997 0.76 0.31 DRUGS_SLEEP
+ 1.791 2.5448 0.0359 0.986 0.75 0.78 SUBJECT_EXCESS_BASE64
+ 0.901 1.2862 0.0038 0.997 0.75 2.88 FORGED_MUA_AOL_FROM
+ 0.881 1.2578 0.0019 0.999 0.75 2.88 HELO_DYNAMIC_SPLIT_IP
+ 1.220 1.7357 0.0189 0.989 0.75 1.33 HTML_FONT_LOW_CONTRAST
+ 1.101 1.5672 0.0151 0.990 0.75 0.54 DRUGS_MUSCLE
+ 0.876 1.2505 0.0019 0.998 0.75 2.72 ONLINE_PHARMACY
+ 0.842 1.2028 0.0000 1.000 0.75 2.24 HTTP_77
+ 0.836 1.1955 0.0000 1.000 0.74 2.44 DRUGS_SLEEP_EREC
+ 0.878 1.2538 0.0038 0.997 0.74 0.00 REPTO_QUOTE_AOL
+ 0.847 1.2100 0.0019 0.998 0.74 2.88 FUZZY_MILLION
+ 2.604 3.6974 0.0566 0.985 0.74 0.01 HTTP_ESCAPED_HOST
+ 0.900 1.2829 0.0075 0.994 0.74 1.94 HTML_OBFUSCATE_10_20
+ 0.788 1.1266 0.0000 1.000 0.74 2.80 FUZZY_PLEASE
+ 1.008 1.4336 0.0151 0.990 0.74 1.16 FRONTPAGE
+ 1.546 2.1957 0.0340 0.985 0.74 0.00 BAYES_60
+ 0.786 1.1234 0.0000 1.000 0.74 2.88 RATWARE_RCVD_PF
+ 1.580 2.2435 0.0359 0.984 0.73 2.16 PRIORITY_NO_NAME
+ 0.789 1.1266 0.0019 0.998 0.73 2.42 DAV_NON_HOTMAIL
+ 0.864 1.2319 0.0075 0.994 0.73 2.53 FUZZY_REFINANCE
+ 0.780 1.1145 0.0019 0.998 0.73 1.55 HTML_TITLE_SUBJ_DIFF
+ 1.638 2.3245 0.0396 0.983 0.73 2.06 DATE_IN_FUTURE_03_06
+ 1.607 2.2800 0.0396 0.983 0.73 1.70 MIME_HTML_MOSTLY
+ 28.687 0.0551 95.3904 0.001 0.72 0.00 BAYES_00
+ 0.732 1.0456 0.0000 1.000 0.72 2.80 HELO_DYNAMIC_COMCAST
+ 0.725 1.0367 0.0000 1.000 0.72 2.80 REPTO_QUOTE_MSN
+ 0.726 1.0359 0.0038 0.996 0.71 2.40 MSGID_SPAM_LETTERS
+ 2.023 2.8672 0.0566 0.981 0.71 1.11 HTML_IMAGE_ONLY_20
+ 4.891 6.9469 0.1019 0.986 0.71 0.00 HTML_MIME_NO_HTML_TAG
+ 0.660 0.9436 0.0000 1.000 0.70 2.72 HTML_OBFUSCATE_20_30
+ 0.813 1.1558 0.0151 0.987 0.70 2.16 RCVD_FAKE_HELO_DOTCOM
+ 0.695 0.9906 0.0057 0.994 0.70 2.40 FORGED_HOTMAIL_RCVD
+ 0.690 0.9833 0.0057 0.994 0.70 0.55 DRUG_ED_CAPS
+ 0.704 1.0035 0.0075 0.993 0.70 2.34 RUDE_HTML
+ 0.615 0.8788 0.0000 1.000 0.70 2.72 INVALID_TZ_EST
+ 0.610 0.8715 0.0000 1.000 0.69 2.72 FUZZY_MEDICATION
+ 0.776 1.1031 0.0151 0.987 0.69 1.84 X_MAILER_SPAM
+ 0.584 0.8350 0.0000 1.000 0.69 2.72 SUBJECT_DRUG_GAP_VIC
+ 0.687 0.9792 0.0075 0.992 0.69 2.48 BAD_ENC_HEADER
+ 2.068 2.9271 0.0679 0.977 0.69 1.65 FORGED_HOTMAIL_RCVD2
+ 0.575 0.8213 0.0000 1.000 0.69 2.64 FUZZY_OBLIGATION
+ 0.684 0.9744 0.0075 0.992 0.69 2.72 FUZZY_ERECT
+ 0.767 1.0894 0.0170 0.985 0.69 1.65 MPART_ALT_DIFF_COUNT
+ 0.568 0.8116 0.0000 1.000 0.68 2.54 FUZZY_PRICES
+ 0.631 0.8998 0.0057 0.994 0.68 2.48 FORGED_MUA_IMS
+ 0.563 0.8043 0.0000 1.000 0.68 2.64 RATWARE_EGROUPS
+ 0.573 0.8180 0.0019 0.998 0.68 2.64 HTML_EHTML2
+ 0.554 0.7913 0.0000 1.000 0.68 2.57 INVESTMENT_EXPERT
+ 0.617 0.8788 0.0057 0.994 0.68 2.56 URI_UNSUBSCRIBE
+ 0.799 1.1323 0.0226 0.980 0.68 1.76 SUBJ_HAS_SPACES
+ 0.625 0.8901 0.0075 0.992 0.68 2.09 IMPOTENCE
+ 0.553 0.7897 0.0019 0.998 0.67 2.36 MILLION_USD
+ 0.572 0.8148 0.0057 0.993 0.67 0.84 MONEY_BACK
+ 0.759 1.0764 0.0208 0.981 0.67 2.24 SUSPICIOUS_RECIPS
+ 1.246 1.7600 0.0491 0.973 0.67 0.00 HTML_TITLE_UNTITLED
+ 1.195 1.6871 0.0472 0.973 0.67 1.71 INVALID_MSGID
+ 0.524 0.7484 0.0000 1.000 0.67 2.56 FUZZY_PHARMACY
+ 0.515 0.7362 0.0000 1.000 0.66 2.26 SUBJECT_DRUG_GAP_X
+ 0.546 0.7784 0.0057 0.993 0.66 2.07 SUBJECT_FUZZY_VPILL
+ 0.513 0.7338 0.0000 1.000 0.66 2.56 FORGED_MSGID_HOTMAIL
+ 1.499 2.1164 0.0604 0.972 0.66 1.61 ADVANCE_FEE_2
+ 1.848 2.6104 0.0717 0.973 0.66 1.73 MISSING_SUBJECT
+ 0.505 0.7225 0.0000 1.000 0.66 2.18 FORGED_IMS_HTML
+ 0.534 0.7605 0.0057 0.993 0.66 0.34 REPTO_QUOTE_QUALCOMM
+ 0.502 0.7176 0.0000 1.000 0.66 0.48 HTML_TITLE_LONG
+ 8.185 11.6348 0.1472 0.988 0.66 1.66 MISSING_MIMEOLE
+ 0.541 0.7694 0.0075 0.990 0.66 1.31 SUBJ_BUY
+ 0.531 0.7565 0.0057 0.993 0.66 0.00 REPTO_QUOTE_IMS
+ 0.495 0.7071 0.0000 1.000 0.66 2.56 FORGED_THEBAT_HTML
+ 1.293 1.8232 0.0566 0.970 0.66 1.52 UNRESOLVED_TEMPLATE
+ 0.491 0.7022 0.0000 1.000 0.65 2.25 FORGED_MUA_THEBAT_BOUN
+ 0.677 0.9598 0.0189 0.981 0.65 1.93 INVALID_TZ_GMT
+ 0.619 0.8788 0.0151 0.983 0.65 0.29 SPOOF_OURI
+ 0.935 1.3186 0.0415 0.969 0.65 1.68 DATE_IN_FUTURE_06_12
+ 0.634 0.8990 0.0170 0.981 0.65 1.42 HTML_OBFUSCATE_05_10
+ 0.477 0.6812 0.0000 1.000 0.65 2.56 FUZZY_PHENT
+ 0.460 0.6569 0.0000 1.000 0.64 2.48 FAKE_OUTBLAZE_RCVD
+ 4.539 6.4293 0.1359 0.979 0.64 1.51 FORGED_YAHOO_RCVD
+ 0.535 0.7597 0.0113 0.985 0.64 1.31 ALL_NATURAL
+ 0.454 0.6488 0.0000 1.000 0.64 2.48 URI_NO_WWW_BIZ_CGI
+ 0.409 0.5848 0.0000 1.000 0.64 2.48 MALE_ENHANCE
+ 2.890 4.0821 0.1132 0.973 0.63 0.28 DRUGS_PAIN
+ 0.397 0.5670 0.0000 1.000 0.63 2.34 DRUG_DOSAGE
+ 0.394 0.5637 0.0000 1.000 0.63 2.44 FORGED_MUA_EUDORA
+ 2.114 2.9790 0.1000 0.968 0.63 1.70 INVALID_DATE
+ 0.389 0.5564 0.0000 1.000 0.63 2.48 HTML_OBFUSCATE_30_40
+ 0.485 0.6884 0.0094 0.986 0.63 1.76 HTML_LINK_PUSH_HERE
+ 4.763 6.7436 0.1491 0.978 0.62 1.72 BIZ_TLD
+ 0.377 0.5394 0.0000 1.000 0.62 2.48 MSGID_SHORT
+ 0.679 0.9573 0.0302 0.969 0.62 0.00 FUZZY_AMBIEN
+ 2.847 4.0165 0.1226 0.970 0.62 1.58 RCVD_ILLEGAL_IP
+ 0.469 0.6666 0.0094 0.986 0.62 2.32 SPOOF_COM2COM
+ 0.372 0.5321 0.0000 1.000 0.62 2.44 SUBJECT_DRUG_GAP_VA
+ 0.369 0.5281 0.0000 1.000 0.62 2.40 FUZZY_BILLION
+ 0.368 0.5265 0.0000 1.000 0.62 2.48 VIA_GAP_GRA
+ 0.530 0.7492 0.0189 0.975 0.62 0.11 URI_AFFILIATE
+ 0.374 0.5338 0.0019 0.996 0.62 1.66 FROM_BLANK_NAME
+ 0.362 0.5176 0.0000 1.000 0.62 2.48 UNCLOSED_BRACKET
+ 0.360 0.5143 0.0000 1.000 0.61 2.19 FUZZY_ROLEX
+ 0.360 0.5143 0.0000 1.000 0.61 2.48 KOREAN_UCE_SUBJECT
+ 0.370 0.5281 0.0019 0.996 0.61 1.98 FUZZY_CREDIT
+ 0.363 0.5176 0.0019 0.996 0.61 1.21 FORGED_MUA_OIMO
+ 0.351 0.5022 0.0000 1.000 0.61 2.11 DRUGS_DIET_OBFU
+ 0.526 0.7427 0.0208 0.973 0.61 1.82 BODY_ENHANCEMENT2
+ 0.801 1.1250 0.0472 0.960 0.61 1.23 HTML_00_10
+ 0.809 1.1355 0.0491 0.959 0.61 0.00 HTML_BACKHAIR_4
+ 0.337 0.4819 0.0000 1.000 0.61 2.40 HELO_DYNAMIC_ATTBI
+ 1.473 2.0686 0.0849 0.961 0.61 1.44 HTML_IMAGE_ONLY_28
+ 0.643 0.9039 0.0359 0.962 0.60 1.60 DEAR_SOMETHING
+ 1.240 1.7389 0.0774 0.957 0.60 1.32 HTML_IMAGE_ONLY_24
+ 0.329 0.4698 0.0000 1.000 0.60 2.40 FORGED_MSGID_EXCITE
+ 0.505 0.7136 0.0208 0.972 0.60 0.05 BANG_GUAR
+ 0.352 0.5022 0.0038 0.993 0.60 2.32 CUM_SHOT
+ 0.885 1.2408 0.0566 0.956 0.60 0.00 X_MSMAIL_PRIORITY_HIGH
+ 0.713 1.0011 0.0434 0.958 0.60 1.75 DATE_IN_PAST_96_XX
+ 0.493 0.6957 0.0208 0.971 0.60 1.43 EMPTY_MESSAGE
+ 1.105 1.5478 0.0736 0.955 0.59 0.06 HTML_TAG_BALANCE_BODY
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+ 0.094 0.1344 0.0000 1.000 0.42 1.76 FUZZY_MILF
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+ 0.079 0.1126 0.0000 1.000 0.41 1.64 HTML_OBFUSCATE_60_70
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+ 0.076 0.1085 0.0000 1.000 0.41 1.27 RATWARE_NETIP
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+ 0.065 0.0931 0.0000 1.000 0.40 0.12 HTML_ATTR_BAD
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+ 0.968 1.3089 0.1736 0.883 0.40 0.63 DIET_1
+ 0.068 0.0964 0.0019 0.981 0.39 0.01 X_ORIG_IP_NOT_IPV4
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+ 0.067 0.0940 0.0038 0.961 0.39 0.05 BILLION_DOLLARS
+ 0.059 0.0000 0.1962 0.000 0.39 -100.00 USER_IN_WHITELIST
+ 1.055 1.4206 0.2038 0.875 0.39 0.85 DATE_IN_PAST_06_12
+ 0.083 0.1142 0.0094 0.924 0.39 1.27 ML_MARKETING
+ 0.061 0.0867 0.0019 0.979 0.39 1.38 ADDR_NUMS_AT_BIGSITE
+ 0.076 0.1053 0.0075 0.933 0.39 0.76 URI_4YOU
+ 0.061 0.0859 0.0019 0.978 0.39 0.90 MSGID_LONG
+ 0.246 0.3256 0.0604 0.844 0.39 0.68 EXCUSE_10
+ 0.057 0.0810 0.0000 1.000 0.39 1.52 SUBJ_LIFE_INSURANCE
+ 0.060 0.0850 0.0019 0.978 0.38 3.20 CHARSET_FARAWAY_HEADER
+ 0.056 0.0794 0.0000 1.000 0.38 1.50 AMATEUR_PORN
+ 0.200 0.0211 0.6170 0.033 0.38 0.00 BAYES_05
+ 0.073 0.1004 0.0075 0.930 0.38 0.10 HAIR_LOSS
+ 0.062 0.0875 0.0038 0.959 0.38 0.52 PORN_15
+ 0.054 0.0769 0.0000 1.000 0.38 1.52 HTML_BADTAG_70_80
+ 2.505 3.4139 0.3887 0.898 0.38 0.91 HTML_20_30
+ 0.052 0.0745 0.0000 1.000 0.38 1.60 EMAIL_ROT13

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