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Modified: spamassassin/branches/3.1/rules/STATISTICS-set3.txt
URL: http://svn.apache.org/viewcvs/spamassassin/branches/3.1/rules/STATISTICS-set3.txt?rev=231544&r1=231543&r2=231544&view=diff
==============================================================================
--- spamassassin/branches/3.1/rules/STATISTICS-set3.txt (original)
+++ spamassassin/branches/3.1/rules/STATISTICS-set3.txt Thu Aug 11 17:05:47 2005
@@ -3,160 +3,160 @@
Classification success on test corpora, at default threshold:

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29443 99.97%
-# Correctly spam: 27220 97.53%
-# False positives: 9 0.03%
-# False negatives: 688 2.47%
-# TCR(l=50): 24.523726 SpamRecall: 97.535% SpamPrec: 99.967%
+# Correctly non-spam: 53068 99.96%
+# Correctly spam: 122508 98.97%
+# False positives: 23 0.04%
+# False negatives: 1270 1.03%
+# TCR(l=50): 51.147934 SpamRecall: 98.974% SpamPrec: 99.981%

Results on test corpora at various alternative thresholds:

# SUMMARY for threshold -4.0:
-# Correctly non-spam: 1261 4.28%
-# Correctly spam: 27906 99.99%
-# False positives: 28191 95.72%
-# False negatives: 2 0.01%
-# TCR(l=50): 0.019799 SpamRecall: 99.993% SpamPrec: 49.746%
+# Correctly non-spam: 632 1.19%
+# Correctly spam: 123778 100.00%
+# False positives: 52459 98.81%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.047190 SpamRecall: 100.000% SpamPrec: 70.234%

# SUMMARY for threshold -3.0:
-# Correctly non-spam: 1302 4.42%
-# Correctly spam: 27906 99.99%
-# False positives: 28150 95.58%
-# False negatives: 2 0.01%
-# TCR(l=50): 0.019828 SpamRecall: 99.993% SpamPrec: 49.782%
+# Correctly non-spam: 863 1.63%
+# Correctly spam: 123778 100.00%
+# False positives: 52228 98.37%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.047399 SpamRecall: 100.000% SpamPrec: 70.326%

# SUMMARY for threshold -2.0:
-# Correctly non-spam: 23020 78.16%
-# Correctly spam: 27899 99.97%
-# False positives: 6432 21.84%
-# False negatives: 9 0.03%
-# TCR(l=50): 0.086776 SpamRecall: 99.968% SpamPrec: 81.265%
+# Correctly non-spam: 43647 82.21%
+# Correctly spam: 123767 99.99%
+# False positives: 9444 17.79%
+# False negatives: 11 0.01%
+# TCR(l=50): 0.262124 SpamRecall: 99.991% SpamPrec: 92.910%

# SUMMARY for threshold -1.0:
-# Correctly non-spam: 25284 85.85%
-# Correctly spam: 27892 99.94%
-# False positives: 4168 14.15%
-# False negatives: 16 0.06%
-# TCR(l=50): 0.133905 SpamRecall: 99.943% SpamPrec: 86.999%
-
-# SUMMARY for threshold 0.0:
-# Correctly non-spam: 26235 89.08%
-# Correctly spam: 27888 99.93%
-# False positives: 3217 10.92%
-# False negatives: 20 0.07%
-# TCR(l=50): 0.173482 SpamRecall: 99.928% SpamPrec: 89.658%
+# Correctly non-spam: 48621 91.58%
+# Correctly spam: 123761 99.99%
+# False positives: 4470 8.42%
+# False negatives: 17 0.01%
+# TCR(l=50): 0.553774 SpamRecall: 99.986% SpamPrec: 96.514%
+
+# SUMMARY for threshold 5.0:
+# Correctly non-spam: 53068 99.96%
+# Correctly spam: 122508 98.97%
+# False positives: 23 0.04%
+# False negatives: 1270 1.03%
+# TCR(l=50): 51.147934 SpamRecall: 98.974% SpamPrec: 99.981%

# SUMMARY for threshold 1.0:
-# Correctly non-spam: 29042 98.61%
-# Correctly spam: 27787 99.57%
-# False positives: 410 1.39%
-# False negatives: 121 0.43%
-# TCR(l=50): 1.353378 SpamRecall: 99.566% SpamPrec: 98.546%
+# Correctly non-spam: 52223 98.37%
+# Correctly spam: 123638 99.89%
+# False positives: 868 1.63%
+# False negatives: 140 0.11%
+# TCR(l=50): 2.842857 SpamRecall: 99.887% SpamPrec: 99.303%

# SUMMARY for threshold 2.0:
-# Correctly non-spam: 29277 99.41%
-# Correctly spam: 27696 99.24%
-# False positives: 175 0.59%
-# False negatives: 212 0.76%
-# TCR(l=50): 3.114037 SpamRecall: 99.240% SpamPrec: 99.372%
+# Correctly non-spam: 52742 99.34%
+# Correctly spam: 123543 99.81%
+# False positives: 349 0.66%
+# False negatives: 235 0.19%
+# TCR(l=50): 6.999039 SpamRecall: 99.810% SpamPrec: 99.718%

# SUMMARY for threshold 3.0:
-# Correctly non-spam: 29372 99.73%
-# Correctly spam: 27612 98.94%
-# False positives: 80 0.27%
-# False negatives: 296 1.06%
-# TCR(l=50): 6.496276 SpamRecall: 98.939% SpamPrec: 99.711%
+# Correctly non-spam: 52914 99.67%
+# Correctly spam: 123413 99.71%
+# False positives: 177 0.33%
+# False negatives: 365 0.29%
+# TCR(l=50): 13.432230 SpamRecall: 99.705% SpamPrec: 99.857%

# SUMMARY for threshold 4.0:
-# Correctly non-spam: 29420 99.89%
-# Correctly spam: 27432 98.29%
-# False positives: 32 0.11%
-# False negatives: 476 1.71%
-# TCR(l=50): 13.443160 SpamRecall: 98.294% SpamPrec: 99.883%
+# Correctly non-spam: 53019 99.86%
+# Correctly spam: 123083 99.44%
+# False positives: 72 0.14%
+# False negatives: 695 0.56%
+# TCR(l=50): 28.819092 SpamRecall: 99.439% SpamPrec: 99.942%

# SUMMARY for threshold 4.5:
-# Correctly non-spam: 29437 99.95%
-# Correctly spam: 27352 98.01%
-# False positives: 15 0.05%
-# False negatives: 556 1.99%
-# TCR(l=50): 21.369066 SpamRecall: 98.008% SpamPrec: 99.945%
+# Correctly non-spam: 53041 99.91%
+# Correctly spam: 122861 99.26%
+# False positives: 50 0.09%
+# False negatives: 917 0.74%
+# TCR(l=50): 36.224173 SpamRecall: 99.259% SpamPrec: 99.959%

# SUMMARY for threshold 5.5:
-# Correctly non-spam: 29444 99.97%
-# Correctly spam: 27092 97.08%
-# False positives: 8 0.03%
-# False negatives: 816 2.92%
-# TCR(l=50): 22.950658 SpamRecall: 97.076% SpamPrec: 99.970%
+# Correctly non-spam: 53072 99.96%
+# Correctly spam: 122282 98.79%
+# False positives: 19 0.04%
+# False negatives: 1496 1.21%
+# TCR(l=50): 50.604252 SpamRecall: 98.791% SpamPrec: 99.984%

# SUMMARY for threshold 6.0:
-# Correctly non-spam: 29447 99.98%
-# Correctly spam: 26931 96.50%
-# False positives: 5 0.02%
-# False negatives: 977 3.50%
-# TCR(l=50): 22.744906 SpamRecall: 96.499% SpamPrec: 99.981%
+# Correctly non-spam: 53078 99.98%
+# Correctly spam: 122039 98.60%
+# False positives: 13 0.02%
+# False negatives: 1739 1.40%
+# TCR(l=50): 51.811637 SpamRecall: 98.595% SpamPrec: 99.989%

# SUMMARY for threshold 6.5:
-# Correctly non-spam: 29449 99.99%
-# Correctly spam: 26751 95.85%
-# False positives: 3 0.01%
-# False negatives: 1157 4.15%
-# TCR(l=50): 21.352716 SpamRecall: 95.854% SpamPrec: 99.989%
+# Correctly non-spam: 53081 99.98%
+# Correctly spam: 121740 98.35%
+# False positives: 10 0.02%
+# False negatives: 2038 1.65%
+# TCR(l=50): 48.769898 SpamRecall: 98.354% SpamPrec: 99.992%

# SUMMARY for threshold 7.0:
-# Correctly non-spam: 29451 100.00%
-# Correctly spam: 26514 95.01%
-# False positives: 1 0.00%
-# False negatives: 1394 4.99%
-# TCR(l=50): 19.326870 SpamRecall: 95.005% SpamPrec: 99.996%
+# Correctly non-spam: 53083 99.98%
+# Correctly spam: 121124 97.86%
+# False positives: 8 0.02%
+# False negatives: 2654 2.14%
+# TCR(l=50): 40.529797 SpamRecall: 97.856% SpamPrec: 99.993%

# SUMMARY for threshold 8.0:
-# Correctly non-spam: 29452 100.00%
-# Correctly spam: 26031 93.27%
-# False positives: 0 0.00%
-# False negatives: 1877 6.73%
-# TCR(l=50): 14.868407 SpamRecall: 93.274% SpamPrec: 100.000%
+# Correctly non-spam: 53088 99.99%
+# Correctly spam: 120398 97.27%
+# False positives: 3 0.01%
+# False negatives: 3380 2.73%
+# TCR(l=50): 35.064589 SpamRecall: 97.269% SpamPrec: 99.998%

# SUMMARY for threshold 9.0:
-# Correctly non-spam: 29452 100.00%
-# Correctly spam: 25486 91.32%
-# False positives: 0 0.00%
-# False negatives: 2422 8.68%
-# TCR(l=50): 11.522709 SpamRecall: 91.321% SpamPrec: 100.000%
+# Correctly non-spam: 53089 100.00%
+# Correctly spam: 119277 96.36%
+# False positives: 2 0.00%
+# False negatives: 4501 3.64%
+# TCR(l=50): 26.902413 SpamRecall: 96.364% SpamPrec: 99.998%

# SUMMARY for threshold 10.0:
-# Correctly non-spam: 29452 100.00%
-# Correctly spam: 24850 89.04%
-# False positives: 0 0.00%
-# False negatives: 3058 10.96%
-# TCR(l=50): 9.126226 SpamRecall: 89.043% SpamPrec: 100.000%
+# Correctly non-spam: 53089 100.00%
+# Correctly spam: 118166 95.47%
+# False positives: 2 0.00%
+# False negatives: 5612 4.53%
+# TCR(l=50): 21.669818 SpamRecall: 95.466% SpamPrec: 99.998%

# SUMMARY for threshold 12.0:
-# Correctly non-spam: 29452 100.00%
-# Correctly spam: 23527 84.30%
-# False positives: 0 0.00%
-# False negatives: 4381 15.70%
-# TCR(l=50): 6.370235 SpamRecall: 84.302% SpamPrec: 100.000%
+# Correctly non-spam: 53090 100.00%
+# Correctly spam: 115183 93.06%
+# False positives: 1 0.00%
+# False negatives: 8595 6.94%
+# TCR(l=50): 14.317872 SpamRecall: 93.056% SpamPrec: 99.999%

# SUMMARY for threshold 15.0:
-# Correctly non-spam: 29452 100.00%
-# Correctly spam: 21213 76.01%
-# False positives: 0 0.00%
-# False negatives: 6695 23.99%
-# TCR(l=50): 4.168484 SpamRecall: 76.010% SpamPrec: 100.000%
+# Correctly non-spam: 53090 100.00%
+# Correctly spam: 109295 88.30%
+# False positives: 1 0.00%
+# False negatives: 14483 11.70%
+# TCR(l=50): 8.517030 SpamRecall: 88.299% SpamPrec: 99.999%

# SUMMARY for threshold 17.0:
-# Correctly non-spam: 29452 100.00%
-# Correctly spam: 19623 70.31%
-# False positives: 0 0.00%
-# False negatives: 8285 29.69%
-# TCR(l=50): 3.368497 SpamRecall: 70.313% SpamPrec: 100.000%
+# Correctly non-spam: 53090 100.00%
+# Correctly spam: 104171 84.16%
+# False positives: 1 0.00%
+# False negatives: 19607 15.84%
+# TCR(l=50): 6.296892 SpamRecall: 84.160% SpamPrec: 99.999%

# SUMMARY for threshold 20.0:
-# Correctly non-spam: 29452 100.00%
-# Correctly spam: 17301 61.99%
+# Correctly non-spam: 53091 100.00%
+# Correctly spam: 94871 76.65%
# False positives: 0 0.00%
-# False negatives: 10607 38.01%
-# TCR(l=50): 2.631093 SpamRecall: 61.993% SpamPrec: 100.000%
+# False negatives: 28907 23.35%
+# TCR(l=50): 4.281939 SpamRecall: 76.646% SpamPrec: 100.000%


Test hit frequencies, for spam and ham corpora:
@@ -165,829 +165,780 @@
and the 'score' field should be ignored.)

OVERALL% SPAM% HAM% S/O RANK SCORE NAME
- 511425 248869 262556 0.487 0.00 0.00 (all messages)
-100.000 48.6619 51.3381 0.487 0.00 0.00 (all messages as %)
- 13.426 27.5900 0.0004 1.000 1.00 4.14 MIME_BOUND_DD_DIGITS
- 7.195 14.7853 0.0004 1.000 0.98 4.10 RCVD_DOUBLE_IP_SPAM
- 6.932 14.2448 0.0004 1.000 0.98 4.24 X_MESSAGE_INFO
- 6.666 13.6972 0.0015 1.000 0.97 4.40 HELO_DYNAMIC_IPADDR
- 5.879 12.0811 0.0008 1.000 0.97 3.79 MSGID_SPAM_CAPS
- 7.212 14.8162 0.0050 1.000 0.96 0.10 DIGEST_MULTIPLE
- 7.022 14.4233 0.0061 1.000 0.95 4.26 URIBL_SC_SURBL
- 3.892 7.9974 0.0008 1.000 0.94 3.91 DATE_SPAMWARE_Y2K
- 3.784 7.7752 0.0015 1.000 0.94 0.04 DRUGS_ANXIETY_EREC
- 3.382 6.9470 0.0023 1.000 0.93 0.00 DRUGS_DIET
- 2.844 5.8448 0.0004 1.000 0.93 0.00 DRUGS_MANYKINDS
- 3.045 6.2551 0.0019 1.000 0.92 0.00 DRUGS_DIET_EREC
- 2.579 5.2992 0.0000 1.000 0.92 4.10 RATWARE_ZERO_TZ
- 4.236 8.6986 0.0053 0.999 0.92 3.92 FORGED_MUA_OUTLOOK
- 2.514 5.1670 0.0000 1.000 0.92 3.49 DRUGS_ANXIETY_OBFU
- 5.230 10.7398 0.0084 0.999 0.92 0.73 HTML_BACKHAIR_8
- 6.549 13.4480 0.0103 0.999 0.92 2.18 RCVD_HELO_IP_MISMATCH
- 23.591 48.4632 0.0160 1.000 0.92 3.81 RCVD_IN_DSBL
- 3.101 6.3696 0.0034 0.999 0.91 1.25 HELO_DYNAMIC_DHCP
- 2.506 5.1481 0.0008 1.000 0.91 3.74 HELO_DYNAMIC_HCC
- 7.971 16.3664 0.0141 0.999 0.91 3.08 RCVD_IN_XBL
- 13.325 27.3650 0.0168 0.999 0.90 2.44 MIME_HTML_ONLY_MULTI
- 2.232 4.5863 0.0011 1.000 0.90 3.50 HELO_DYNAMIC_IPADDR2
- 1.877 3.8570 0.0000 1.000 0.90 3.34 DRUGS_SLEEP_EREC
- 4.097 8.4109 0.0084 0.999 0.90 1.94 MSGID_RANDY
- 2.170 4.4590 0.0011 1.000 0.90 0.00 DRUGS_DIET_PAIN
- 4.317 8.8609 0.0103 0.999 0.89 0.88 DRUGS_ERECTILE_OBFU
- 1.850 3.8012 0.0011 1.000 0.89 0.00 DRUGS_DEPR_EREC
- 5.264 10.8033 0.0137 0.999 0.89 2.27 UNIQUE_WORDS
- 4.579 9.3953 0.0137 0.999 0.88 0.10 DRUGS_ANXIETY
- 1.343 2.7601 0.0000 1.000 0.87 3.68 SUBJECT_DRUG_GAP_VA
- 2.660 5.4583 0.0084 0.998 0.87 2.66 MSGID_DOLLARS
- 1.522 3.1245 0.0030 0.999 0.87 3.30 HTML_IMAGE_ONLY_04
- 1.253 2.5753 0.0000 1.000 0.87 2.96 HTML_NONELEMENT_90_100
- 1.243 2.5536 0.0000 1.000 0.87 2.51 SUBJECT_DRUG_GAP_X
- 2.025 4.1540 0.0061 0.999 0.87 0.00 DRUGS_SLEEP
- 2.702 5.5431 0.0099 0.998 0.86 0.00 DRUGS_PAIN_EREC
- 1.507 3.0932 0.0034 0.999 0.86 3.18 DRUGS_PAIN_OBFU
- 1.165 2.3940 0.0004 1.000 0.86 3.87 RATWARE_RCVD_PF
- 2.692 5.5202 0.0110 0.998 0.86 2.85 SUBJ_ILLEGAL_CHARS
- 1.114 2.2896 0.0000 1.000 0.85 3.80 MSGID_YAHOO_CAPS
- 1.391 2.8537 0.0053 0.998 0.84 1.72 RCVD_IN_RSL
- 1.159 2.3784 0.0030 0.999 0.84 0.25 SUBJECT_DRUG_GAP_VIA
- 2.120 4.3457 0.0103 0.998 0.84 0.86 HTML_OBFUSCATE_10_20
- 4.132 8.4707 0.0194 0.998 0.84 0.63 FORGED_OUTLOOK_HTML
- 2.227 4.5651 0.0114 0.998 0.84 0.00 DRUGS_MUSCLE
- 0.941 1.9344 0.0000 1.000 0.84 3.44 HTML_OBFUSCATE_30_40
- 0.941 1.9331 0.0000 1.000 0.83 2.04 SUBJECT_DRUG_GAP_S
- 43.515 89.3888 0.0335 1.000 0.83 1.89 BAYES_99
- 2.754 5.6435 0.0160 0.997 0.83 0.07 FORGED_OUTLOOK_TAGS
- 1.004 2.0621 0.0015 0.999 0.83 0.00 HTML_NONELEMENT_80_90
- 2.393 4.9042 0.0133 0.997 0.83 3.18 DOMAIN_RATIO
- 1.043 2.1409 0.0027 0.999 0.83 1.52 FORGED_MUA_AOL_FROM
- 0.904 1.8584 0.0000 1.000 0.83 3.42 RATWARE_RCVD_AT
- 2.610 5.3462 0.0164 0.997 0.83 3.04 HTML_IMAGE_ONLY_08
- 0.908 1.8648 0.0011 0.999 0.83 3.40 MIME_BOUND_DIGITS_15
- 0.871 1.7885 0.0004 1.000 0.82 3.33 HTML_OBFUSCATE_50_60
- 0.959 1.9681 0.0030 0.998 0.82 3.58 INVALID_TZ_EST
- 1.021 2.0927 0.0046 0.998 0.82 1.69 OBFUSCATING_COMMENT
- 0.796 1.6354 0.0000 1.000 0.82 3.70 HELO_DYNAMIC_COMCAST
- 2.053 4.2022 0.0152 0.996 0.82 0.00 DRUGS_DEPRESSION
- 0.752 1.5446 0.0000 1.000 0.81 2.80 HTML_BADTAG_90_100
- 3.657 7.4903 0.0240 0.997 0.81 0.13 DRUGS_PAIN
- 0.914 1.8729 0.0046 0.998 0.81 0.00 FORGED_AOL_HTML
- 0.731 1.5016 0.0000 1.000 0.80 2.75 DRUGS_DIET_OBFU
- 0.764 1.5683 0.0011 0.999 0.80 0.00 ONLINE_PHARMACY
- 4.936 10.1125 0.0301 0.997 0.79 2.17 DCC_CHECK
- 1.167 2.3868 0.0114 0.995 0.79 0.00 HTML_OBFUSCATE_20_30
- 0.679 1.3947 0.0000 1.000 0.79 3.15 HELO_DYNAMIC_ATTBI
- 17.090 35.0759 0.0419 0.999 0.79 0.07 MPART_ALT_DIFF
- 0.664 1.3642 0.0000 1.000 0.79 3.09 HTML_OBFUSCATE_40_50
- 1.021 2.0895 0.0091 0.996 0.79 2.87 UNRESOLVED_TEMPLATE
- 0.857 1.7539 0.0061 0.997 0.79 0.15 HTML_FONT_SIZE_LARGE
- 2.238 4.5779 0.0209 0.995 0.79 2.05 URI_AFFILIATE
- 0.639 1.3127 0.0000 1.000 0.78 1.36 HTML_BADTAG_60_70
- 1.138 2.3261 0.0122 0.995 0.78 2.54 FORGED_HOTMAIL_RCVD
- 0.635 1.3047 0.0000 1.000 0.78 3.10 EMAIL_ROT13
- 0.718 1.4719 0.0027 0.998 0.78 3.13 OBSCURED_EMAIL
- 0.684 1.4027 0.0019 0.999 0.78 3.23 MSGID_SPAM_ALPHA_NUM
- 2.501 5.1151 0.0236 0.995 0.78 2.94 HTML_IMAGE_ONLY_12
- 6.387 13.0840 0.0385 0.997 0.78 3.45 PYZOR_CHECK
- 0.692 1.4176 0.0034 0.998 0.78 0.01 FROM_ILLEGAL_CHARS
- 0.673 1.3802 0.0030 0.998 0.77 0.00 HTML_NONELEMENT_70_80
- 9.078 18.6078 0.0442 0.998 0.77 2.26 LONGWORDS
- 0.594 1.2207 0.0004 1.000 0.77 0.00 HTML_SHORT_CENTER
- 0.569 1.1681 0.0004 1.000 0.76 3.12 PERCENT_RANDOM
- 0.602 1.2352 0.0023 0.998 0.76 2.05 RCVD_IN_SORBS_SOCKS
- 0.511 1.0504 0.0000 1.000 0.76 3.00 VIA_GAP_GRA
- 0.525 1.0781 0.0004 1.000 0.76 0.15 HTML_BADTAG_50_60
- 0.530 1.0865 0.0015 0.999 0.75 3.40 NIGERIAN_BODY1
- 0.601 1.2316 0.0034 0.997 0.75 0.86 DRUG_DOSAGE
- 0.501 1.0295 0.0004 1.000 0.75 0.01 HTML_BADTAG_40_50
- 0.492 1.0110 0.0000 1.000 0.75 3.18 HELO_DYNAMIC_OOL
- 0.572 1.1713 0.0038 0.997 0.74 0.00 HTML_NONELEMENT_60_70
- 1.256 2.5588 0.0213 0.992 0.74 0.26 HTML_OBFUSCATE_05_10
- 30.471 62.5514 0.0632 0.999 0.74 3.21 URIBL_OB_SURBL
- 0.478 0.9808 0.0008 0.999 0.74 3.10 X_AUTH_WARN_FAKED
- 1.453 0.0261 2.8051 0.009 0.74 -3.30 ALL_TRUSTED
- 3.189 6.5119 0.0385 0.994 0.74 2.49 RCVD_IN_SORBS_SMTP
- 0.454 0.9326 0.0004 1.000 0.73 0.78 HELO_DYNAMIC_SPLIT_IP
- 2.490 5.0822 0.0339 0.993 0.73 0.30 MIME_BASE64_TEXT
- 2.950 6.0208 0.0385 0.994 0.73 0.42 URIBL_AB_SURBL
- 0.457 0.9370 0.0019 0.998 0.73 0.00 HTML_BADTAG_30_40
- 0.420 0.8623 0.0008 0.999 0.72 0.60 NIGERIAN_BODY2
- 0.496 1.0134 0.0050 0.995 0.72 0.12 HTML_SHORT_COMMENT
- 1.551 3.1555 0.0297 0.991 0.72 0.79 HTML_FONT_LOW_CONTRAST
- 0.425 0.8719 0.0015 0.998 0.72 1.32 SUBJECT_DRUG_GAP_C
- 0.647 1.3188 0.0107 0.992 0.72 0.10 MONEY_BACK
- 0.376 0.7727 0.0000 1.000 0.72 2.81 RATWARE_EGROUPS
- 0.391 0.8036 0.0008 0.999 0.72 3.12 STRONG_BUY
- 0.402 0.8241 0.0011 0.999 0.72 0.51 HG_HORMONE
- 0.374 0.7687 0.0000 1.000 0.72 2.72 FORGED_MUA_THEBAT_BOUN
- 0.562 1.1468 0.0080 0.993 0.72 0.09 IMPOTENCE
- 0.372 0.7631 0.0004 1.000 0.71 3.20 FORGED_MUA_OIMO
- 0.487 0.9941 0.0061 0.994 0.71 0.00 HTML_BADTAG_20_30
- 0.492 1.0033 0.0065 0.994 0.71 0.00 HTML_NONELEMENT_50_60
- 0.508 1.0359 0.0080 0.992 0.71 0.00 HTML_TAG_BALANCE_HEAD
- 1.448 2.9425 0.0316 0.989 0.70 0.06 HTML_BACKHAIR_4
- 1.057 2.1457 0.0259 0.988 0.70 0.00 BODY_ENHANCEMENT2
- 0.345 0.7084 0.0000 1.000 0.70 3.08 KOREAN_UCE_SUBJECT
- 0.497 1.0130 0.0088 0.991 0.70 1.06 ALL_NATURAL
- 0.805 1.6326 0.0202 0.988 0.70 2.06 BAYES_95
- 0.340 0.6980 0.0000 1.000 0.70 2.81 HTML_OBFUSCATE_60_70
- 0.337 0.6927 0.0000 1.000 0.70 2.72 ENTITY_DEC_ALPHANUM
- 0.336 0.6911 0.0000 1.000 0.69 2.87 SUBJECT_DRUG_GAP_VIC
- 1.802 3.6622 0.0396 0.989 0.69 3.03 DATE_IN_FUTURE_12_24
- 0.432 0.8808 0.0069 0.992 0.69 0.77 URI_OFFERS
- 0.377 0.7703 0.0050 0.994 0.69 0.00 HTML_ATTR_UNIQUE
- 0.470 0.9567 0.0088 0.991 0.69 0.00 HTML_COMMENT_SHORT
- 0.327 0.6710 0.0000 1.000 0.69 2.87 INVALID_TZ_CST
- 0.359 0.7349 0.0034 0.995 0.69 2.71 MSGID_SPAM_LETTERS
- 0.325 0.6678 0.0000 1.000 0.69 3.10 FAKE_OUTBLAZE_RCVD
- 0.741 1.5016 0.0206 0.986 0.68 2.08 FRONTPAGE
- 0.350 0.7168 0.0030 0.996 0.68 0.00 FORGED_MUA_EUDORA
- 0.316 0.6489 0.0000 1.000 0.68 2.53 FORGED_THEBAT_HTML
- 0.608 1.2332 0.0160 0.987 0.68 0.01 RCVD_IN_SORBS_WEB
- 0.337 0.6887 0.0027 0.996 0.68 1.62 FROM_NUM_AT_WEBMAIL
- 0.382 0.7767 0.0072 0.991 0.67 0.18 DRUG_ED_CAPS
- 0.305 0.6252 0.0008 0.999 0.67 2.03 FORGED_IMS_HTML
- 0.376 0.7647 0.0069 0.991 0.67 2.37 FORGED_MUA_IMS
- 0.296 0.6071 0.0008 0.999 0.67 2.29 RATWARE_NETIP
- 0.287 0.5899 0.0000 1.000 0.67 3.00 HELO_DYNAMIC_YAHOOBB
- 0.284 0.5842 0.0004 0.999 0.67 0.06 NIGERIAN_BODY3
- 0.972 1.9653 0.0297 0.985 0.67 0.54 MAILTO_SUBJ_REMOVE
- 7.378 15.0662 0.0910 0.994 0.67 0.22 DRUGS_ERECTILE
- 0.282 0.5794 0.0004 0.999 0.67 1.70 FORGED_AOL_TAGS
- 0.433 0.8772 0.0114 0.987 0.66 3.00 FROM_ALL_NUMS
- 0.601 1.2159 0.0190 0.985 0.66 0.39 HTML_SHORT_LENGTH
- 0.564 1.1392 0.0183 0.984 0.66 0.00 BODY_ENHANCEMENT
- 0.757 1.5269 0.0267 0.983 0.65 0.05 HTML_LINK_CLICK_CAPS
- 0.249 0.5099 0.0008 0.999 0.65 1.44 BANG_EXERCISE
- 0.359 0.7273 0.0091 0.988 0.65 1.47 STOCK_PICK
- 0.581 1.1725 0.0209 0.982 0.65 0.00 BANG_GUAR
- 0.231 0.4737 0.0000 1.000 0.65 2.90 SUBJECT_SEXUAL
- 0.224 0.4613 0.0000 1.000 0.64 2.59 RATWARE_OE_MALFORMED
- 0.222 0.4569 0.0000 1.000 0.64 2.69 HTML_OBFUSCATE_70_80
- 0.402 0.8121 0.0137 0.983 0.64 0.00 HTML_NONELEMENT_40_50
- 0.262 0.5352 0.0030 0.994 0.64 1.43 SUBJECT_DRUG_GAP_P
- 1.144 2.3060 0.0423 0.982 0.64 1.18 SUBJ_HAS_SPACES
- 0.913 1.8399 0.0343 0.982 0.64 2.09 BAYES_90
- 0.218 0.4476 0.0000 1.000 0.64 2.28 HTML_BADTAG_70_80
- 0.373 0.7530 0.0122 0.984 0.64 0.00 SUBJ_BUY
- 0.230 0.4717 0.0015 0.997 0.64 2.58 X_ORIG_IP_NOT_IPV4
- 0.308 0.6256 0.0072 0.989 0.64 0.89 SORTED_RECIPS
- 1.613 3.2551 0.0571 0.983 0.64 0.11 MIME_HEADER_CTYPE_ONLY
- 0.412 0.8294 0.0156 0.982 0.63 0.05 SUBJ_DOLLARS
- 0.206 0.4227 0.0000 1.000 0.63 2.63 DEEP_DISC_MEDS
- 43.964 0.1507 85.4934 0.002 0.63 -2.60 BAYES_00
- 0.239 0.4878 0.0030 0.994 0.63 2.75 X_LIBRARY
- 0.196 0.4030 0.0000 1.000 0.63 2.43 FORGED_IMS_TAGS
- 4.081 8.2907 0.0910 0.989 0.63 0.14 HTML_MIME_NO_HTML_TAG
- 0.195 0.4002 0.0000 1.000 0.63 2.65 FAKE_HELO_MSN
- 0.205 0.4211 0.0008 0.998 0.63 2.42 MORE_SEX
- 0.251 0.5119 0.0046 0.991 0.63 0.27 SUBJECT_DIET
- 0.734 1.4763 0.0305 0.980 0.63 2.12 HEAD_ILLEGAL_CHARS
- 2.368 4.7897 0.0724 0.985 0.63 0.94 RCVD_ILLEGAL_IP
- 0.235 0.4798 0.0034 0.993 0.63 2.80 MILLION_USD
- 0.354 0.7132 0.0126 0.983 0.62 0.08 SATIS_GUAR
- 0.181 0.3721 0.0000 1.000 0.62 2.66 NIGERIAN_BODY4
- 0.313 0.6337 0.0095 0.985 0.62 0.87 HTML_LINK_PUSH_HERE
- 1.092 2.1963 0.0453 0.980 0.62 1.84 RCVD_IN_NJABL_SPAM
- 0.171 0.3524 0.0000 1.000 0.62 2.46 SUBJECT_DRUG_GAP_L
- 10.232 20.8817 0.1379 0.993 0.62 2.29 BIZ_TLD
- 0.815 1.6338 0.0381 0.977 0.62 1.02 MIME_HTML_MOSTLY
- 0.181 0.3705 0.0015 0.996 0.61 2.38 STOCK_ALERT
- 0.162 0.3339 0.0000 1.000 0.61 2.67 MIME_BOUND_RKFINDY
- 0.158 0.3251 0.0000 1.000 0.61 2.15 REVERSE_AGING
- 0.217 0.4416 0.0050 0.989 0.61 0.98 RATWARE_HASH_2_V2
- 3.090 6.2519 0.0922 0.985 0.61 2.70 FORGED_YAHOO_RCVD
- 0.168 0.3428 0.0015 0.996 0.61 2.61 TERRA_ES
- 0.796 1.5936 0.0400 0.976 0.61 0.53 HTML_FONT_SIZE_TINY
- 0.152 0.3122 0.0000 1.000 0.60 2.20 HELO_DYNAMIC_ADELPHIA
- 0.172 0.3516 0.0027 0.992 0.60 0.11 ENGLISH_UCE_SUBJECT
- 0.151 0.3102 0.0000 1.000 0.60 2.70 NOT_ADVISOR
- 0.480 0.9599 0.0244 0.975 0.60 0.01 HTML_COMMENT_SHOUTING
- 0.647 1.2935 0.0339 0.974 0.60 2.63 DNS_FROM_RFC_BOGUSMX
- 1.089 2.1791 0.0556 0.975 0.60 0.96 HTML_FONT_TINY
- 0.192 0.3902 0.0050 0.987 0.60 0.04 RATWARE_HASH_2
- 0.150 0.3070 0.0008 0.998 0.60 2.70 MIME_BOUND_MANY_HEX
- 0.171 0.3480 0.0038 0.989 0.59 2.61 NA_DOLLARS
- 0.141 0.2897 0.0004 0.999 0.59 1.13 DRUG_ED_GENERIC
- 0.147 0.3014 0.0008 0.997 0.59 2.70 MSGID_OUTLOOK_INVALID
- 0.616 0.0342 1.1670 0.028 0.59 -0.41 BAYES_05
- 0.204 0.4131 0.0065 0.985 0.59 0.03 SAVE_THOUSANDS
- 0.137 0.2813 0.0004 0.999 0.59 1.67 DRUG_ED_SILD
- 7.617 15.4905 0.1531 0.990 0.59 1.66 RCVD_IN_RFC_IPWHOIS
- 0.734 1.4658 0.0404 0.973 0.59 0.42 RCVD_FAKE_HELO_DOTCOM
- 0.856 1.7085 0.0476 0.973 0.59 0.00 HTML_BADTAG_10_20
- 0.137 0.2801 0.0008 0.997 0.59 1.60 HTML_CONVERTED
- 0.213 0.4299 0.0080 0.982 0.59 0.00 GUARANTEED_STUFF
- 0.154 0.3126 0.0030 0.990 0.59 2.69 DATE_IN_FUTURE_48_96
- 0.302 0.6035 0.0156 0.975 0.58 0.03 HTML_FONT_SIZE_NONE
- 0.136 0.2789 0.0011 0.996 0.58 2.59 HTML_FONT_SIZE_HUGE
- 1.035 2.0633 0.0602 0.972 0.58 0.00 HTML_TITLE_UNTITLED
- 0.124 0.2556 0.0000 1.000 0.58 1.75 HELO_DYNAMIC_DIALIN
- 0.932 1.8568 0.0552 0.971 0.58 1.47 MIME_BASE64_BLANKS
- 0.260 0.5208 0.0133 0.975 0.58 0.02 AS_SEEN_ON
- 4.316 8.7235 0.1379 0.984 0.58 0.11 RCVD_IN_SBL
- 0.854 1.6993 0.0522 0.970 0.58 0.00 BAD_CREDIT
- 0.725 1.4433 0.0438 0.971 0.58 0.27 USERPASS
- 0.332 0.6630 0.0187 0.973 0.57 0.79 CLICK_TO_REMOVE_1
- 0.115 0.2363 0.0000 1.000 0.57 0.56 RATWARE_MOZ_MALFORMED
- 0.143 0.2901 0.0038 0.987 0.57 2.30 FORGED_MUA_MOZILLA
- 0.119 0.2447 0.0004 0.998 0.57 2.35 DRUGS_SMEAR1
- 0.123 0.2527 0.0008 0.997 0.57 2.35 HTML_ATTR_BAD
- 0.255 0.5095 0.0137 0.974 0.57 0.23 IP_LINK_PLUS
- 0.129 0.2628 0.0019 0.993 0.57 0.56 HTML_MISSING_CTYPE
- 0.354 0.7044 0.0221 0.970 0.57 0.01 PORN_URL_SEX
- 0.157 0.3158 0.0061 0.981 0.57 0.21 ROUND_THE_WORLD_LOCAL
- 0.819 1.6266 0.0537 0.968 0.57 0.00 X_MSMAIL_PRIORITY_HIGH
- 0.116 0.2367 0.0011 0.995 0.57 1.39 RATWARE_GECKO_BUILD
- 1.568 3.1257 0.0918 0.971 0.57 1.18 FORGED_HOTMAIL_RCVD2
- 0.248 0.4942 0.0145 0.972 0.57 2.19 TO_MALFORMED
- 0.172 0.3452 0.0084 0.976 0.56 0.00 GUARANTEED_100_PERCENT
- 0.102 0.2089 0.0000 1.000 0.56 2.25 CONFIRMED_FORGED
- 0.152 0.3054 0.0057 0.982 0.56 1.74 HAIR_LOSS
- 0.154 0.3090 0.0065 0.979 0.56 0.00 MIME_BASE64_ILLEGAL
- 0.500 0.9925 0.0339 0.967 0.56 1.07 HTML_00_10
- 0.166 0.3319 0.0080 0.976 0.56 0.24 CONSOLIDATE_DEBT
- 0.109 0.2234 0.0011 0.995 0.56 2.29 RATWARE_STORM_URI
- 0.105 0.2154 0.0011 0.995 0.56 0.98 YAHOO_DRS_REDIR
- 0.187 0.3729 0.0107 0.972 0.56 1.40 MARKETING_PARTNERS
- 0.100 0.2049 0.0004 0.998 0.56 1.98 BANG_OPRAH
- 0.150 0.3014 0.0069 0.978 0.56 2.31 DATE_IN_FUTURE_24_48
- 0.092 0.1901 0.0000 1.000 0.56 2.35 HTML_FORMACTION_MAILTO
- 0.138 0.2773 0.0053 0.981 0.56 2.03 HTML_TAG_EXIST_MARQUEE
- 0.372 0.7369 0.0267 0.965 0.55 0.15 HTML_COMMENT_SAVED_URL
- 0.263 0.5216 0.0183 0.966 0.55 1.92 SUSPICIOUS_RECIPS
- 0.086 0.1772 0.0000 1.000 0.55 2.10 SUBJ_2_NUM_PARENS
- 0.086 0.1768 0.0000 1.000 0.55 2.09 HELO_DYNAMIC_ROGERS
- 0.176 0.3488 0.0114 0.968 0.55 0.21 HTML_EMBEDS
- 0.085 0.1756 0.0000 1.000 0.55 2.39 CHINA_HEADER
- 0.878 0.0739 1.6408 0.043 0.54 -1.95 BAYES_10
- 1.350 2.6733 0.0956 0.965 0.54 0.30 DNS_FROM_RFC_WHOIS
- 0.377 0.7442 0.0289 0.963 0.54 0.00 HTML_SHOUTING4
- 0.082 0.1692 0.0000 1.000 0.54 2.11 FAKE_HELO_MAIL_COM_DOM
- 1.088 2.1457 0.0857 0.962 0.54 0.20 INVALID_TZ_GMT
- 5.215 10.5168 0.1901 0.982 0.54 1.22 RCVD_IN_BL_SPAMCOP_NET
- 0.129 0.2576 0.0065 0.975 0.54 1.62 PORN_URL_MISC
- 0.081 0.1660 0.0000 1.000 0.54 2.11 MULTI_FORGED
- 0.237 0.4677 0.0179 0.963 0.54 0.00 UPPERCASE_75_100
- 0.428 0.8422 0.0347 0.960 0.54 0.00 LOW_PRICE
- 1.752 3.4761 0.1185 0.967 0.54 0.00 HTML_TAG_BALANCE_BODY
- 0.077 0.1587 0.0000 1.000 0.54 2.07 DIET_3
- 0.098 0.1981 0.0038 0.981 0.54 1.49 FROM_OFFERS
- 0.083 0.0012 0.1596 0.007 0.53 -4.30 RCVD_IN_BSP_TRUSTED
- 0.076 0.1555 0.0000 1.000 0.53 2.09 WRINKLES
- 1.432 2.8368 0.1002 0.966 0.53 1.05 HTML_IMAGE_ONLY_16
- 1.930 3.8289 0.1299 0.967 0.53 1.23 MISSING_SUBJECT
- 0.073 0.1503 0.0000 1.000 0.53 2.40 EXCUSE_23
- 0.073 0.1503 0.0000 1.000 0.53 1.91 HTML_BADTAG_80_90
- 4.759 9.5721 0.1977 0.980 0.53 0.02 HTML_IMAGE_RATIO_02
- 0.128 0.2544 0.0080 0.970 0.53 1.70 EXCUSE_6
- 0.099 0.1977 0.0050 0.976 0.53 0.02 HTML_SHOUTING5
- 0.072 0.1475 0.0000 1.000 0.53 1.06 HDR_ORDER_MTSRIX
- 0.071 0.1467 0.0000 1.000 0.53 2.20 HDR_ORDER_TRIMRS
- 0.080 0.1627 0.0023 0.986 0.52 0.24 HELO_DYNAMIC_CHELLO_NL
- 0.116 0.2298 0.0080 0.966 0.52 1.96 DATE_IN_FUTURE_96_XX
- 0.253 0.4970 0.0225 0.957 0.52 0.56 TRACKER_ID
- 0.076 0.1551 0.0019 0.988 0.52 2.02 SUBJ_LIFE_INSURANCE
- 1.195 2.3526 0.0986 0.960 0.52 0.85 DATE_IN_FUTURE_03_06
- 1.222 2.4041 0.1009 0.960 0.52 0.12 MAILTO_TO_REMOVE
- 0.071 0.1455 0.0008 0.995 0.52 2.30 DRUG_ED_ONLINE
- 0.691 1.3545 0.0621 0.956 0.52 0.02 EXCUSE_10
- 0.063 0.0000 0.1226 0.000 0.52 -8.00 HABEAS_USER
- 0.353 0.6919 0.0312 0.957 0.52 1.34 GAPPY_SUBJECT
- 1.536 3.0229 0.1261 0.960 0.52 0.02 HTML_SHOUTING3
- 2.477 4.9307 0.1516 0.970 0.52 0.00 RCVD_DOUBLE_IP_LOOSE
- 0.057 0.1165 0.0000 1.000 0.52 2.07 FAKE_HELO_EXCITE
- 0.143 0.2809 0.0126 0.957 0.52 1.61 SOME_BREAKTHROUGH
- 0.073 0.1479 0.0023 0.985 0.51 0.01 NO_FORMS
- 0.056 0.1141 0.0000 1.000 0.51 1.96 HELO_DYNAMIC_VTR
- 0.457 0.8936 0.0438 0.953 0.51 0.00 HTML_NONELEMENT_20_30
- 0.074 0.1499 0.0030 0.980 0.51 0.00 FAKE_HELO_MAIL_COM
- 0.052 0.1077 0.0000 1.000 0.51 1.98 HTTP_77
- 1.688 3.3202 0.1405 0.959 0.51 0.00 HTML_BACKHAIR_2
- 0.064 0.1302 0.0019 0.986 0.51 0.06 HIDE_WIN_STATUS
- 0.087 0.1728 0.0061 0.966 0.51 0.06 ONE_TIME_MAILING
- 0.058 0.1185 0.0015 0.987 0.51 2.08 RATWARE_RCVD_LC_ESMTP
- 0.642 1.2525 0.0640 0.951 0.51 0.00 MIME_MISSING_BOUNDARY
- 0.109 0.2142 0.0095 0.957 0.51 0.14 MORTGAGE_BEST
- 0.283 0.5529 0.0270 0.953 0.51 1.61 FROM_HAS_MIXED_NUMS3
- 0.084 0.1664 0.0057 0.967 0.51 0.32 DIET_2
- 0.064 0.1294 0.0023 0.983 0.51 0.10 AMAZING_STUFF
- 0.049 0.1009 0.0004 0.996 0.50 0.45 SUBJ_GUARANTEED
- 0.759 1.4779 0.0785 0.950 0.50 0.37 BAYES_75
- 0.428 0.8326 0.0438 0.950 0.50 0.38 FROM_NO_LOWER
- 0.055 0.1105 0.0015 0.986 0.50 0.09 PORN_URL_SLUT
- 0.046 0.0952 0.0000 1.000 0.50 16.00 HABEAS_INFRINGER
- 0.133 0.2584 0.0133 0.951 0.50 0.00 HTML_WIN_OPEN
- 0.221 0.4303 0.0232 0.949 0.50 1.81 URG_BIZ
- 3.381 6.7313 0.2061 0.970 0.50 0.04 HTML_FONT_INVISIBLE
- 0.051 0.1025 0.0015 0.985 0.50 2.20 NASTY_GIRLS
- 0.047 0.0960 0.0011 0.988 0.50 1.96 ROUND_THE_WORLD
- 0.044 0.0896 0.0004 0.996 0.50 0.49 FORGED_QUALCOMM_TAGS
- 0.067 0.1338 0.0042 0.970 0.50 0.98 FROM_NO_USER
- 0.070 0.1398 0.0046 0.968 0.50 0.13 BILLION_DOLLARS
- 0.043 0.0888 0.0004 0.996 0.50 2.20 FORWARD_LOOKING
- 0.107 0.2081 0.0110 0.950 0.50 0.20 MORTGAGE_RATES
- 0.050 0.1001 0.0019 0.981 0.49 1.97 URI_4YOU
- 0.351 0.6819 0.0377 0.948 0.49 0.00 BANG_MORE
- 0.041 0.0840 0.0000 1.000 0.49 1.93 RCVD_AM_PM
- 0.062 0.1234 0.0042 0.967 0.49 0.14 OFFSHORE_SCAM
- 0.047 0.0944 0.0019 0.980 0.49 0.04 NO_CREDIT_CHECK
- 0.043 0.0872 0.0011 0.987 0.49 2.17 PORN_15
- 18.201 37.0130 0.3694 0.990 0.49 1.99 RCVD_IN_SORBS_DUL
- 0.039 0.0800 0.0000 1.000 0.49 2.20 WITH_LC_SMTP
- 3.282 6.5050 0.2262 0.966 0.49 0.00 DNS_FROM_RFC_DSN
- 1.058 0.1185 1.9489 0.057 0.49 -1.10 BAYES_25
- 0.147 0.2833 0.0183 0.939 0.49 0.01 SUB_HELLO
- 0.039 0.0792 0.0000 1.000 0.49 2.20 HELO_DYNAMIC_RR2
- 18.348 37.2935 0.3904 0.990 0.48 0.09 RCVD_IN_NJABL_DUL
- 0.047 0.0932 0.0027 0.972 0.48 0.00 CUM_SHOT
- 1.357 2.6375 0.1436 0.948 0.48 0.00 DIET_1
- 0.132 0.2548 0.0164 0.940 0.48 0.31 CREDIT_CARD
- 0.040 0.0816 0.0011 0.986 0.48 0.34 REFINANCE_YOUR_HOME
- 4.850 9.6472 0.3020 0.970 0.48 0.00 INFO_TLD
- 0.142 0.2732 0.0179 0.939 0.48 0.79 FORGED_JUNO_RCVD
- 0.035 0.0711 0.0000 1.000 0.48 1.94 HTML_OBFUSCATE_80_90
- 0.037 0.0747 0.0008 0.990 0.48 2.13 NUMERIC_HTTP_ADDR
- 0.036 0.0739 0.0008 0.990 0.48 0.65 HTML_SHOUTING7
- 0.251 0.4838 0.0305 0.941 0.48 0.00 MORTGAGE_PITCH
- 0.034 0.0695 0.0000 1.000 0.48 2.14 MSGID_FROM_MTA_HOTMAIL
- 0.283 0.5453 0.0343 0.941 0.48 0.00 HTML_NONELEMENT_30_40
- 0.033 0.0671 0.0000 1.000 0.47 1.86 MSGID_SPAM_ZEROES
- 0.032 0.0667 0.0000 1.000 0.47 1.77 HTML_OBFUSCATE_90_100
- 0.046 0.0896 0.0042 0.955 0.47 0.03 DISGUISE_PORN
- 0.032 0.0651 0.0000 1.000 0.47 1.98 WHY_PAY_MORE
- 0.032 0.0651 0.0000 1.000 0.47 1.27 CONFIDENTIAL_ORDER
- 0.236 0.4528 0.0301 0.938 0.47 1.80 ADDRESS_IN_SUBJECT
- 0.032 0.0655 0.0004 0.994 0.47 2.00 HELO_DYNAMIC_VELOX
- 0.033 0.0671 0.0008 0.989 0.47 2.02 JS_FROMCHARCODE
- 0.034 0.0695 0.0011 0.984 0.47 0.79 FIN_FREE
- 0.208 0.3978 0.0274 0.936 0.47 0.76 WHY_WAIT
- 0.504 0.9668 0.0651 0.937 0.47 0.48 HTTP_ESCAPED_HOST
- 1.606 3.1052 0.1855 0.944 0.47 0.03 NORMAL_HTTP_TO_IP
- 0.031 0.0635 0.0004 0.994 0.47 2.03 WE_HONOR_ALL
- 33.807 68.9994 0.4494 0.994 0.47 1.46 URIBL_WS_SURBL
- 0.030 0.0615 0.0000 1.000 0.46 1.96 BANG_QUOTE
- 0.072 0.1382 0.0095 0.936 0.46 0.00 FREE_PORN
- 0.029 0.0603 0.0000 1.000 0.46 1.44 MSGID_SPAM_99X9XX99
- 0.056 0.1077 0.0076 0.934 0.46 1.26 SUBJ_YOUR_DEBT
- 0.032 0.0647 0.0011 0.983 0.46 2.08 EXCUSE_24
- 0.050 0.0964 0.0069 0.934 0.46 2.09 NIGERIAN_SUBJECT2
- 0.040 0.0780 0.0038 0.953 0.46 0.03 REFINANCE_NOW
- 0.379 0.7245 0.0522 0.933 0.46 0.02 HTML_TABLE_THICK_BORD
- 0.470 0.8957 0.0659 0.931 0.46 1.13 INVALID_MSGID
- 0.028 0.0567 0.0000 1.000 0.46 2.10 RATWARE_JPFREE
- 0.080 0.1523 0.0118 0.928 0.46 0.03 HTML_TAG_EXIST_PARAM
- 1.519 2.9248 0.1870 0.940 0.46 0.45 HTML_IMAGE_ONLY_20
- 0.027 0.0563 0.0000 1.000 0.46 1.88 HELO_DYNAMIC_HOME_NL
- 0.103 0.1949 0.0168 0.921 0.46 0.14 MSGID_NO_HOST
- 1.404 2.6954 0.1805 0.937 0.46 0.00 MIME_BOUND_NEXTPART
- 0.044 0.0848 0.0061 0.933 0.46 1.59 DOMAIN_4U2
- 0.124 0.2343 0.0194 0.923 0.46 1.83 ADDR_FREE
- 0.031 0.0627 0.0015 0.976 0.46 1.85 FREE_PREVIEW
- 0.027 0.0559 0.0000 1.000 0.46 2.05 COMPETE
- 0.729 1.3951 0.0983 0.934 0.46 0.04 HTML_FONT_FACE_BAD
- 0.039 0.0751 0.0050 0.938 0.45 1.12 EXCUSE_4
- 0.030 0.0595 0.0015 0.975 0.45 2.00 BLANK_LINES_90_100
- 0.099 0.1860 0.0171 0.916 0.45 0.00 ENTITY_DEC_SPACE
- 0.051 0.0964 0.0088 0.917 0.45 0.00 HTML_SHOUTING9
- 0.028 0.0559 0.0011 0.980 0.45 0.01 SUBJ_YOUR_FAMILY
- 0.044 0.0828 0.0069 0.924 0.45 0.04 SUBJ_FOR_ONLY
- 0.024 0.0490 0.0008 0.985 0.45 0.00 FROM_NONSENDING_DOMAIN
- 0.175 0.3299 0.0278 0.922 0.45 0.00 REPLY_TO_ULINE_NUMS
- 0.396 0.7494 0.0613 0.924 0.45 1.51 BLANK_LINES_70_80
- 0.021 0.0438 0.0000 1.000 0.45 2.00 SENT_IN_COMPLIANCE
- 0.021 0.0438 0.0000 1.000 0.45 1.87 RCVD_BONUS_SPC_DATE
- 6.287 12.4985 0.3984 0.969 0.45 0.04 RCVD_IN_SORBS_HTTP
- 2.656 5.1481 0.2940 0.946 0.45 0.00 MIME_BASE64_NO_NAME
- 0.531 1.0005 0.0853 0.921 0.44 0.00 EXTRA_MPART_TYPE
- 0.029 0.0563 0.0023 0.961 0.44 1.58 UNCLAIMED_MONEY
- 0.140 0.2628 0.0240 0.916 0.44 0.01 SOMETHING_FOR_ADULTS
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- 5.408 10.6960 0.3957 0.964 0.44 0.03 HTML_TEXT_AFTER_HTML
- 0.019 0.0390 0.0000 1.000 0.44 1.90 PREST_NON_ACCREDITED
- 0.116 0.2154 0.0217 0.908 0.44 0.31 EXCUSE_REMOVE
- 0.045 0.0828 0.0084 0.908 0.44 0.09 ACT_NOW_CAPS
- 0.019 0.0386 0.0000 1.000 0.44 1.63 YOU_CAN_SEARCH
- 0.019 0.0386 0.0000 1.000 0.44 1.83 MICRO_CAP_WARNING
- 0.126 0.2343 0.0229 0.911 0.44 1.40 RCVD_IN_NJABL_RELAY
- 0.034 0.0639 0.0050 0.928 0.44 0.94 FREE_SAMPLE
- 0.018 0.0378 0.0000 1.000 0.44 1.65 RATWARE_HASH_DASH
- 0.030 0.0583 0.0038 0.939 0.44 0.00 WHILE_YOU_SLEEP
- 7.153 14.2312 0.4441 0.970 0.44 0.34 RCVD_IN_SORBS_MISC
- 1.212 2.2948 0.1855 0.925 0.44 0.00 X_PRIORITY_HIGH
- 0.020 0.0406 0.0011 0.973 0.44 1.74 AMATEUR_PORN
- 0.058 0.1061 0.0118 0.900 0.44 2.00 WEIRD_QUOTING
- 0.019 0.0390 0.0008 0.981 0.44 2.00 URIBL_PH_SURBL
- 0.020 0.0402 0.0011 0.972 0.44 0.02 PORN_16
- 0.018 0.0374 0.0004 0.990 0.43 1.83 BARGAIN_URL
- 0.023 0.0446 0.0023 0.951 0.43 1.90 BILL_1618
- 2.669 5.1493 0.3173 0.942 0.43 1.10 PRIORITY_NO_NAME
- 0.026 0.0506 0.0034 0.937 0.43 1.90 SELECTED_YOU
- 0.050 0.0920 0.0107 0.896 0.43 0.45 EXTRA_CASH
- 0.545 1.0234 0.0910 0.918 0.43 0.02 NO_RDNS_DOTCOM_HELO
- 0.025 0.0482 0.0030 0.941 0.43 1.17 MEET_SINGLES
- 0.018 0.0362 0.0004 0.990 0.43 1.66 BUY_DIRECT
- 0.019 0.0374 0.0008 0.980 0.43 1.90 PAY_SITE
- 9.271 18.5254 0.4986 0.974 0.43 0.44 RCVD_IN_NJABL_PROXY
- 1.049 1.9806 0.1653 0.923 0.43 0.50 HTML_IMAGE_ONLY_24
- 0.030 0.0567 0.0046 0.925 0.43 0.00 FREE_QUOTE_INSTANT
- 0.016 0.0338 0.0000 1.000 0.43 1.90 HTTP_CTRL_CHARS_HOST
- 2.663 5.1288 0.3253 0.940 0.43 0.25 HTML_10_20
- 0.017 0.0342 0.0004 0.989 0.43 0.68 HARDCORE_PORN
- 0.022 0.0414 0.0027 0.939 0.43 1.89 BEEN_TURNED_DOWN
- 0.016 0.0329 0.0000 1.000 0.43 1.72 NIGERIAN_BODY_GOVT_3
- 0.019 0.0374 0.0015 0.961 0.43 1.88 FORGED_MUA_THEBAT_CS
- 0.144 0.2664 0.0270 0.908 0.43 0.00 MIME_BASE64_LATIN
- 0.040 0.0735 0.0088 0.894 0.43 0.86 GET_PAID
- 0.038 0.0699 0.0084 0.893 0.43 0.00 URI_LONG_HOSTNAME
- 0.808 1.5132 0.1398 0.915 0.43 0.00 ORDER_NOW
- 0.305 0.5734 0.0503 0.919 0.43 1.58 DEAR_SOMETHING
- 0.017 0.0342 0.0011 0.968 0.42 0.00 HIDDEN_CHARGES
- 0.015 0.0305 0.0000 1.000 0.42 1.90 REMOVE_POSTAL
- 0.083 0.1523 0.0183 0.893 0.42 0.00 BLANK_LINES_80_90
- 0.015 0.0301 0.0000 1.000 0.42 1.52 HELO_DYNAMIC_HEXIP
- 0.044 0.0800 0.0107 0.882 0.42 0.00 ALL_CAPS_GUAR
- 0.018 0.0350 0.0019 0.948 0.42 0.13 TO_NO_USER
- 0.016 0.0317 0.0008 0.977 0.42 1.65 BE_BOSS
- 0.014 0.0293 0.0000 1.000 0.42 1.53 FORGED_TELESP_RCVD
- 0.946 1.7716 0.1630 0.916 0.42 0.00 HTML_TAG_BALANCE_HTML
- 0.089 0.1619 0.0202 0.889 0.42 0.00 BEST_PORN
- 0.032 0.0595 0.0069 0.897 0.42 1.77 HEADER_COUNT_CTYPE
- 0.013 0.0277 0.0000 1.000 0.42 1.77 CANNOT_BE_SPAM
- 20.829 42.0571 0.7080 0.983 0.42 1.00 URIBL_SBL
- 0.022 0.0414 0.0042 0.908 0.42 0.62 ONE_TIME
- 0.022 0.0414 0.0042 0.908 0.42 1.90 EARN_PER_WEEK
- 0.013 0.0269 0.0000 1.000 0.42 1.64 DRUG_ED_COMBO
- 0.027 0.0498 0.0057 0.897 0.42 0.29 FORGED_EUDORAMAIL_RCVD
- 1.126 2.1120 0.1923 0.917 0.42 0.10 HTML_IMAGE_RATIO_04
- 0.183 0.3371 0.0373 0.900 0.42 0.30 FROM_STARTS_WITH_NUMS
- 0.040 0.0719 0.0103 0.875 0.42 0.00 THE_BEST_RATE
- 0.333 0.6204 0.0609 0.911 0.42 0.52 HTML_EVENT_UNSAFE
- 0.040 0.0711 0.0103 0.874 0.42 0.00 SUBJ_AS_SEEN
- 6.738 13.3074 0.5107 0.963 0.42 0.00 FORGED_RCVD_NET_HELO
- 0.012 0.0253 0.0000 1.000 0.42 1.64 YAHOO_RD_REDIR
- 5.637 11.0829 0.4753 0.959 0.41 1.72 MSGID_FROM_MTA_ID
- 12.286 24.5450 0.6658 0.974 0.41 1.61 DNS_FROM_RFC_POST
- 0.012 0.0249 0.0000 1.000 0.41 1.60 FAKED_UNDISC_RECIPS
- 0.016 0.0313 0.0019 0.943 0.41 0.49 BANKRUPTCY
- 0.020 0.0374 0.0042 0.899 0.41 0.01 BARELY_LEGAL
- 0.012 0.0000 0.0225 0.000 0.41 -0.10 RCVD_IN_BSP_OTHER
- 0.012 0.0237 0.0000 1.000 0.41 1.57 HELO_DYNAMIC_CHELLO_NO
- 1.549 2.9076 0.2613 0.918 0.41 0.19 REMOVE_PAGE
- 5.135 10.0611 0.4654 0.956 0.41 0.06 HTML_TEXT_AFTER_BODY
- 0.114 0.2069 0.0263 0.887 0.41 0.26 ITS_LEGAL
- 0.011 0.0225 0.0000 1.000 0.41 1.42 NONEXISTENT_CHARSET
- 0.019 0.0342 0.0038 0.900 0.41 0.40 ACCEPT_CREDIT_CARDS
- 0.047 0.0820 0.0137 0.857 0.41 0.00 LOW_INTEREST
- 1.608 2.9923 0.2956 0.910 0.41 0.04 HTML_WEB_BUGS
- 0.383 0.7096 0.0743 0.905 0.41 0.15 HTTP_EXCESSIVE_ESCAPES
- 0.011 0.0221 0.0000 1.000 0.41 1.51 HELO_DYNAMIC_TELIA
- 6.274 12.3511 0.5142 0.960 0.41 0.01 MISSING_MIMEOLE
- 0.012 0.0241 0.0008 0.969 0.41 0.00 NO_CATCH
- 0.695 1.2858 0.1348 0.905 0.41 0.09 HOT_NASTY
- 0.011 0.0217 0.0000 1.000 0.41 1.58 TO_TXT
- 0.010 0.0213 0.0000 1.000 0.41 1.54 FAKE_HELO_EMAIL_COM
- 0.673 1.2440 0.1322 0.904 0.41 1.34 SUBJ_HAS_UNIQ_ID
- 0.871 1.6149 0.1653 0.907 0.41 0.11 CLICK_BELOW_CAPS
- 0.010 0.0209 0.0000 1.000 0.40 1.73 HELO_DYNAMIC_NTL
- 0.022 0.0394 0.0061 0.866 0.40 0.08 SUBJ_2_CREDIT
- 0.399 0.7317 0.0842 0.897 0.40 1.36 DATE_IN_PAST_96_XX
- 0.013 0.0245 0.0015 0.941 0.40 1.68 EARNINGS
- 0.010 0.0205 0.0000 1.000 0.40 1.54 TO_RECIP_MARKER
- 0.013 0.0241 0.0015 0.941 0.40 1.75 SERIOUS_ONLY
- 0.016 0.0301 0.0034 0.898 0.40 0.04 PORN_CELEBRITY
- 0.010 0.0201 0.0000 1.000 0.40 1.80 JAPANESE_UCE_SUBJECT
- 0.761 1.4060 0.1504 0.903 0.40 0.00 HTML_NONELEMENT_10_20
- 0.010 0.0197 0.0000 1.000 0.40 1.70 FORGED_GW05_RCVD
- 0.010 0.0205 0.0004 0.982 0.40 1.44 OUR_AFFILIATE_PARTNERS
- 0.009 0.0193 0.0000 1.000 0.40 0.00 COPY_ACCURATELY
- 0.036 0.0619 0.0107 0.853 0.40 0.96 INVALID_DATE_TZ_ABSURD
- 0.030 0.0510 0.0091 0.848 0.40 0.00 LOW_PAYMENT
- 0.009 0.0189 0.0000 1.000 0.40 0.00 INVALUABLE_MARKETING
- 0.026 0.0442 0.0080 0.847 0.40 1.03 CELL_PHONE_IMPROVE
- 9.123 17.9564 0.7503 0.960 0.40 1.25 RCVD_NUMERIC_HELO
- 0.009 0.0185 0.0000 1.000 0.40 0.00 USERNAME_IN_SUBJECT
- 0.009 0.0185 0.0000 1.000 0.40 0.00 UNIVERSITY_DIPLOMAS
- 0.012 0.0233 0.0019 0.924 0.40 1.12 FAKE_HELO_YAHOO_CA
- 6.751 13.2017 0.6361 0.954 0.40 0.29 DNS_FROM_AHBL_RHSBL
- 0.018 0.0313 0.0046 0.873 0.40 0.00 LIVE_PORN
- 0.009 0.0181 0.0000 1.000 0.40 0.00 JODY
- 0.009 0.0181 0.0000 1.000 0.40 0.00 ORDER_REPORT
- 0.009 0.0177 0.0000 1.000 0.40 0.00 RESISTANCE_IS_FUTILE
- 0.009 0.0177 0.0000 1.000 0.40 0.00 FORGED_AOL_RCVD
- 0.089 0.1567 0.0240 0.867 0.40 0.79 RECEIVE_OFFER
- 0.018 0.0321 0.0053 0.858 0.39 0.87 FREE_MEMBERSHIP
- 0.097 0.1712 0.0263 0.867 0.39 0.00 DO_IT_TODAY
- 0.015 0.0265 0.0042 0.864 0.39 0.99 FAKE_HELO_LYCOS
- 0.028 0.0466 0.0095 0.830 0.39 0.00 MILLION_EMAIL
- 5.192 10.0728 0.5652 0.947 0.39 0.02 HTML_90_100
- 0.008 0.0157 0.0000 1.000 0.39 0.00 MDAEMON_2_7_4
- 0.011 0.0205 0.0019 0.915 0.39 0.00 BILL_SECTION
- 0.439 0.7996 0.0964 0.892 0.39 0.00 MISSING_DATE
- 0.007 0.0153 0.0000 1.000 0.39 0.00 NO_MEDICAL
- 0.034 0.0579 0.0114 0.835 0.39 0.00 LINK_TO_NO_SCHEME
- 0.009 0.0181 0.0011 0.941 0.39 0.00 NIGERIAN_SUBJECT1
- 0.007 0.0149 0.0000 1.000 0.39 0.00 FORGED_JUNO_FROM
- 0.008 0.0157 0.0004 0.976 0.39 0.00 FREE_GRANT
- 0.011 0.0205 0.0023 0.900 0.39 0.02 LONG_DISTANCE
- 0.041 0.0691 0.0145 0.827 0.39 0.00 HTML_SHOUTING6
- 0.217 0.3930 0.0495 0.888 0.39 0.00 SUB_FREE_OFFER
- 0.692 1.2641 0.1497 0.894 0.39 0.06 MIME_QP_EXCESSIVE
- 0.007 0.0145 0.0000 1.000 0.39 0.00 PORN_URL_PANT
- 0.008 0.0161 0.0008 0.955 0.39 0.00 LESBIAN
- 0.007 0.0137 0.0000 1.000 0.39 0.00 CABLE_CONVERTER
- 34.091 68.8880 1.1076 0.984 0.39 0.06 RAZOR2_CF_RANGE_51_100
- 0.015 0.0253 0.0046 0.847 0.39 1.23 INITIAL_INVEST
- 0.009 0.0165 0.0011 0.935 0.39 0.00 FREE_PASSWORD
- 0.928 1.6925 0.2034 0.893 0.39 0.00 MANY_EXCLAMATIONS
- 0.010 0.0185 0.0019 0.907 0.39 0.80 MULTI_REMOVAL_1WORD
- 0.008 0.0161 0.0011 0.934 0.39 0.00 APPLY_ONLINE
- 0.006 0.0125 0.0000 1.000 0.39 0.00 NO_GIMMICK
- 35.260 71.0900 1.2980 0.982 0.38 1.51 RAZOR2_CHECK
- 2.988 5.6749 0.4407 0.928 0.38 0.23 HTML_20_30
- 0.006 0.0129 0.0004 0.971 0.38 0.00 MEGA_SITE
- 0.007 0.0145 0.0008 0.950 0.38 0.00 NONSECURED_CREDIT
- 0.005 0.0113 0.0000 1.000 0.38 0.00 FORGED_MUA_APPLEMAIL
- 0.538 0.9784 0.1207 0.890 0.38 0.35 US_DOLLARS_3
- 1.551 2.8320 0.3359 0.894 0.38 0.24 INVALID_DATE
- 0.013 0.0225 0.0042 0.843 0.38 0.48 TARGETED
- 11.437 22.4688 0.9800 0.958 0.38 0.07 RCVD_BY_IP
- 0.005 0.0108 0.0000 1.000 0.38 0.00 BTAMAIL_URL
- 16.509 32.7682 1.0969 0.968 0.38 0.01 MIME_HTML_NO_CHARSET
- 0.005 0.0096 0.0000 1.000 0.38 0.00 X_PMFLAGS_PRESENT
- 0.005 0.0108 0.0004 0.966 0.38 0.00 X_PRI_MISMATCH_HI
- 0.015 0.0253 0.0057 0.816 0.38 0.45 JOIN_MILLIONS
- 8.549 16.5762 0.9404 0.946 0.38 0.14 HTML_FONT_BIG
- 0.917 1.6679 0.2053 0.890 0.38 0.67 SUBJ_ALL_CAPS
- 0.016 0.0261 0.0061 0.811 0.38 0.03 UP_TO_OR_MORES
- 1.564 2.8561 0.3401 0.894 0.38 0.05 MSGID_FROM_MTA_HEADER
- 0.004 0.0092 0.0000 1.000 0.38 0.00 FAKE_HELO_MAILCITY
- 0.004 0.0092 0.0000 1.000 0.38 0.00 NIGERIAN_SUBJECT6
- 0.005 0.0104 0.0004 0.965 0.38 0.00 NOT_ML_MARKETING
- 1.120 2.0344 0.2529 0.889 0.38 0.00 SAVE_MONEY
- 0.004 0.0088 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL
- 0.004 0.0088 0.0000 1.000 0.38 0.00 NIGERIAN_SCAM_VIRTUE
- 0.012 0.0197 0.0038 0.838 0.38 0.01 HTML_ALL_CAPS
- 0.006 0.0121 0.0011 0.913 0.38 0.00 LYING_EYES
- 0.011 0.0185 0.0034 0.844 0.38 0.00 URI_IS_POUND
- 0.004 0.0084 0.0000 1.000 0.38 0.00 INTL_DRIVERS_LICENSE
- 0.022 0.0346 0.0091 0.791 0.38 1.64 REPLY_TO_EMPTY
- 0.009 0.0153 0.0023 0.870 0.38 0.00 SEX_FEST
- 0.015 0.0249 0.0061 0.803 0.38 0.41 NO_DISAPPOINTMENT
- 0.290 0.5200 0.0720 0.878 0.38 0.00 UPPERCASE_50_75
- 0.004 0.0080 0.0000 1.000 0.38 0.00 FAKE_HELO_EUDORAMAIL
- 26.242 52.1286 1.7048 0.968 0.38 0.18 MIME_HTML_ONLY
- 0.004 0.0076 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA
- 0.372 0.6718 0.0880 0.884 0.37 0.23 RISK_FREE
- 0.043 0.0695 0.0175 0.799 0.37 0.20 EXCUSE_12
- 0.003 0.0060 0.0000 1.000 0.37 0.00 SAFEGUARD_NOTICE
- 0.003 0.0060 0.0000 1.000 0.37 0.00 OUR_STRICT_ANTI
- 0.003 0.0060 0.0000 1.000 0.37 0.00 MSGID_THREESIXSIX
- 0.004 0.0072 0.0004 0.950 0.37 0.00 MAIL_IN_ORDER_FORM
- 0.004 0.0072 0.0004 0.950 0.37 0.00 YAHOO_SRD_REDIR
- 0.707 1.2786 0.1661 0.885 0.37 0.00 SB_NSP_VOLUME_SPIKE
- 0.019 0.0297 0.0084 0.780 0.37 0.92 CELL_PHONE_FREE
- 0.003 0.0056 0.0000 1.000 0.37 0.00 USE_IDENTITY
- 0.003 0.0052 0.0000 1.000 0.37 0.00 LOTS_OF_CC_LINES
- 0.003 0.0052 0.0000 1.000 0.37 0.00 BZ_TLD
- 0.003 0.0060 0.0004 0.941 0.37 0.00 FORGED_MUA_MSN
- 0.002 0.0048 0.0000 1.000 0.37 0.00 MSGID_SPAM_1
- 0.003 0.0056 0.0004 0.937 0.37 0.00 SUBJ_DOUBLE_YOUR
- 0.105 0.1796 0.0335 0.843 0.37 0.04 SEE_FOR_YOURSELF
- 0.002 0.0044 0.0000 1.000 0.37 0.00 WALAA
- 0.002 0.0044 0.0000 1.000 0.37 0.00 FAKE_HELO_CARAMAIL
- 0.153 0.2688 0.0427 0.863 0.37 0.08 ADDR_NUMS_AT_BIGSITE
- 0.010 0.0161 0.0042 0.793 0.37 0.11 AOL_USERS_LINK
- 0.008 0.0125 0.0030 0.803 0.37 0.00 HTML_SHOUTING8
- 0.002 0.0040 0.0000 1.000 0.37 0.00 RATWARE_VC_IPA
- 0.002 0.0040 0.0000 1.000 0.37 0.00 MSGID_3_DOLLARS
- 0.065 0.1081 0.0248 0.814 0.37 0.00 ML_MARKETING
- 0.003 0.0056 0.0008 0.881 0.37 0.00 FREE_INVESTMENT
- 0.029 0.0450 0.0141 0.762 0.37 1.09 YOUR_INCOME
- 0.002 0.0036 0.0000 1.000 0.37 0.00 RECEIVED_IDENT_SQUID
- 0.002 0.0036 0.0000 1.000 0.37 0.00 READ_TO_END
- 0.002 0.0044 0.0004 0.921 0.37 0.00 GET_STARTED_NOW
- 38.568 71.2126 7.6254 0.903 0.36 0.00 HTML_MESSAGE
- 0.002 0.0032 0.0000 1.000 0.36 0.00 TO_INVESTORS
- 0.003 0.0048 0.0008 0.864 0.36 0.00 INCOME
- 0.001 0.0028 0.0000 1.000 0.36 0.00 FURTHER_TRANSMISSIONS
- 0.001 0.0028 0.0000 1.000 0.36 0.00 RATWARE_EVAMAIL
- 0.001 0.0028 0.0000 1.000 0.36 0.00 NOT_INTENDED
- 0.002 0.0036 0.0004 0.905 0.36 0.00 FORGED_YAHOO_RCVD_SMTP
- 3.615 6.7722 0.6223 0.916 0.36 0.01 MISSING_OUTLOOK_NAME
- 0.272 0.4830 0.0727 0.869 0.36 0.00 REMOVE_FROM_LIST
- 0.003 0.0052 0.0011 0.821 0.36 0.00 THIS_IS_AN_AD
- 0.001 0.0024 0.0000 1.000 0.36 0.00 MORTGAGE_LINKS
- 0.001 0.0024 0.0000 1.000 0.36 0.00 CHANGE_TERMS
- 0.001 0.0024 0.0000 1.000 0.36 0.00 HELO_DYNAMIC_TDS
- 0.419 0.7470 0.1089 0.873 0.36 3.14 SPF_HELO_SOFTFAIL
- 0.001 0.0020 0.0000 1.000 0.36 0.00 BTAMAIL_HEADER
- 0.001 0.0020 0.0000 1.000 0.36 0.00 RATWARE_SCREWUP_1
- 0.001 0.0020 0.0000 1.000 0.36 0.00 FRIEND_PUBLIC
- 0.001 0.0020 0.0000 1.000 0.36 0.00 CREDITORS_CALLING
- 0.001 0.0020 0.0000 1.000 0.36 0.00 HIDDEN_ASSETS
- 0.001 0.0020 0.0000 1.000 0.36 0.00 APPLY_FREE
- 0.157 0.2748 0.0446 0.860 0.36 0.07 DEAR_FRIEND
- 0.001 0.0016 0.0000 1.000 0.36 0.00 FORGED_RCVD_FROM_NUM
- 0.001 0.0016 0.0000 1.000 0.36 0.00 RECEIVED_CACHEFLOW
- 0.001 0.0016 0.0000 1.000 0.36 0.00 RATWARE_OE_PI
- 0.001 0.0016 0.0000 1.000 0.36 0.00 WEALTH
- 0.003 0.0048 0.0015 0.760 0.36 0.00 FROM_HAS_MIXED_NUMS2
- 0.001 0.0012 0.0000 1.000 0.36 0.00 STOP_SNORING
- 0.001 0.0012 0.0000 1.000 0.36 0.00 FRIEND_AT_PUBLIC
- 0.001 0.0012 0.0000 1.000 0.36 0.00 NO_SELLING
- 0.001 0.0012 0.0000 1.000 0.36 0.00 MORTGAGE_WAITING
- 0.003 0.0044 0.0015 0.744 0.36 0.00 BUGGY_CGI
- 0.000 0.0008 0.0000 1.000 0.36 0.00 MSGID_4NUMS_DOLLAR
- 0.000 0.0008 0.0000 1.000 0.36 0.00 RCVD_IN_NJABL_CGI
- 0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_EMPTY_HELO
- 0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_MMAILER
- 0.000 0.0008 0.0000 1.000 0.36 0.00 RUSSIAN_UCE_SUBJECT
- 0.000 0.0008 0.0000 1.000 0.36 0.00 VAR_REF_IN_RECEIVED
- 0.000 0.0008 0.0000 1.000 0.36 0.00 X_ENC_PRESENT
- 0.000 0.0004 0.0000 1.000 0.36 0.00 NEVER_ANOTHER
- 0.000 0.0004 0.0000 1.000 0.36 0.00 MSGID_SPAM_6LETTER
- 0.000 0.0004 0.0000 1.000 0.36 0.00 MORTGAGE_NETWORK
- 0.000 0.0004 0.0000 1.000 0.36 0.00 SUBJ_FREE_INSTANT
- 1.196 2.1083 0.3310 0.864 0.36 0.00 DATE_IN_PAST_06_12
- 0.320 0.5678 0.0861 0.868 0.36 0.00 SAVE_UP_TO
- 0.003 0.0036 0.0015 0.704 0.36 0.00 FREE_INSTALL
- 0.000 0.0000 0.0000 0.500 0.36 0.00
- 0.000 0.0000 0.0000 0.500 0.36 0.00 X_LIST_UNSUBSCRIBE
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_BY_QVES_COM
- 0.000 0.0000 0.0000 0.500 0.36 0.00 NO_DNS_FOR_FROM
- 0.000 0.0000 0.0000 0.500 0.36 2.50 HEAD_LONG
- 0.000 0.0000 0.0000 0.500 0.36 0.00 HTTP_ENTITIES_HOST
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_RBL
- 0.000 0.0000 0.0000 0.500 0.36 0.00 NO_MIDDLEMAN
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_XMAILER
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_SORBS_BLOCK
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_DIFFOND
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_BAD_REFS
- 0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAIL_ID_PRESENT
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_RSS
- 0.000 0.0000 0.0000 0.500 0.36 0.00 X_STORMPOST_TO
- 0.000 0.0000 0.0000 0.500 0.36 0.00 PRIORITY_MAIL
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_6_CAPS_ESMTP_ID
- 0.000 0.0000 0.0000 0.500 0.36 0.00 X_SERV_HOST_PRESENT
- 0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_RIPPED
- 0.000 0.0000 0.0000 0.500 0.36 0.00 X_PRECEDENCE_REF
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_DUL
- 0.000 0.0000 0.0000 0.500 0.36 0.00 ID_UNIQUE
- 0.000 0.0000 0.0000 0.500 0.36 0.00 TO_FILENAME
- 0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAILER_GIBBERISH
- 0.000 0.0000 0.0000 0.500 0.36 0.00 DATE_YEAR_ZERO_FIRST
- 0.000 0.0000 0.0000 0.500 0.36 0.00 BUY_JUDGEMENTS
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_NML
- 0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_HAS_TIME_ID
- 0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_NJABL_MULTI
- 3.291 6.1583 0.5740 0.915 0.36 0.02 HTML_30_40
- 0.001 0.0008 0.0004 0.678 0.36 0.00 RATWARE_IMKTG
- 0.001 0.0008 0.0004 0.678 0.36 0.00 EXCUSE_21
- 0.001 0.0008 0.0004 0.678 0.36 0.00 EXCUSE_22
- 0.012 0.0181 0.0069 0.725 0.35 0.89 MIME_BOUND_DIGITS_7
- 0.000 0.0004 0.0004 0.513 0.35 0.00 SUBJ_NOW_ONLY
- 0.000 0.0004 0.0004 0.513 0.35 0.00 DIG_UP_INFO
- 0.002 0.0024 0.0015 0.613 0.35 0.00 ONCE_IN_LIFETIME
- 0.012 0.0169 0.0069 0.711 0.35 0.86 START_NOW_CAPS
- 0.010 0.0149 0.0061 0.709 0.35 0.00 FIND_ANYTHING
- 1.310 2.3237 0.3485 0.870 0.35 0.00 HTML_TITLE_EMPTY
- 0.041 0.0639 0.0202 0.760 0.35 0.00 FREE_ACCESS
- 0.002 0.0016 0.0015 0.513 0.35 0.00 DRUG_ED_HERBAL
- 0.002 0.0024 0.0019 0.559 0.35 0.00 NEW_CUSTOMER
- 0.005 0.0072 0.0038 0.655 0.35 0.00 NO_INVENTORY
- 3.698 6.8164 0.7416 0.902 0.35 0.04 HTML_40_50
- 0.359 0.6357 0.0967 0.868 0.35 0.00 FROM_WEBMAIL_END_NUMS6
- 0.004 0.0052 0.0034 0.604 0.35 0.00 NO_INVESTMENT
- 0.002 0.0016 0.0019 0.458 0.35 0.00 IDENT_NOBODY
- 0.276 0.4798 0.0819 0.854 0.35 0.00 ENTITY_DEC_OTHER
- 1.331 2.3506 0.3653 0.866 0.35 0.00 HTML_NONELEMENT_00_10
- 0.005 0.0060 0.0042 0.590 0.35 0.00 MIME_BOUND_MA
- 0.102 0.1704 0.0381 0.817 0.34 0.03 COMPLETELY_FREE
- 2.709 4.9725 0.5629 0.898 0.34 0.00 HTML_BADTAG_00_10
- 0.247 0.4287 0.0739 0.853 0.34 0.00 SUBJ_FREE_CAP
- 0.384 0.6763 0.1078 0.863 0.34 0.00 LIMITED_TIME_ONLY
- 19.626 27.2778 12.3734 0.688 0.34 0.00 DNS_FROM_RFC_ABUSE
- 0.113 0.1885 0.0419 0.818 0.34 0.00 RCVD_IN_SORBS_ZOMBIE
- 3.948 7.2187 0.8474 0.895 0.34 0.09 HTML_50_60
- 0.006 0.0064 0.0053 0.547 0.34 0.00 BANG_BOSS
- 0.029 0.0410 0.0179 0.696 0.34 0.27 CONGRATULATIONS
- 0.019 0.0257 0.0126 0.672 0.34 0.00 NO_QS_ASKED
- 2.054 3.7116 0.4833 0.885 0.34 0.01 DATE_IN_PAST_03_06
- 0.043 0.0651 0.0229 0.740 0.34 0.00 SUBJ_YOUR_OWN
- 24.580 19.4030 29.4878 0.397 0.34 0.00 FORGED_RCVD_HELO
- 0.002 0.0004 0.0034 0.105 0.34 0.00 MIME_BOUND_HEX_24
- 5.799 10.3593 1.4759 0.875 0.33 0.01 HTML_LINK_CLICK_HERE
- 0.182 0.3082 0.0632 0.830 0.33 0.00 SAVINGS
- 5.082 9.1008 1.2736 0.877 0.33 0.02 HTML_70_80
- 5.922 10.3661 1.7101 0.858 0.33 0.15 HTML_80_90
- 2.196 3.9129 0.5686 0.873 0.33 0.11 HTML_TAG_EXIST_TBODY
- 0.260 0.4428 0.0868 0.836 0.33 0.25 HTML_FONT_FACE_CAPS
- 8.131 12.8497 3.6586 0.778 0.33 0.01 CLICK_BELOW
- 4.061 7.2572 1.0318 0.876 0.33 0.00 HTML_60_70
- 3.385 5.9742 0.9316 0.865 0.32 0.04 MIME_QP_LONG_LINE
- 1.026 1.7439 0.3451 0.835 0.32 0.12 EXCUSE_3
- 0.004 0.0008 0.0061 0.117 0.32 0.00 WE_HATE_SPAM2
- 0.803 1.3690 0.2662 0.837 0.32 0.00 HTML_BACKHAIR_1
- 0.037 0.0506 0.0236 0.682 0.32 0.00 RICH
- 1.325 2.2811 0.4190 0.845 0.32 1.30 UNDISC_RECIPS
- 0.128 0.2057 0.0545 0.791 0.31 0.00 ALL_CAP_FOR_ADULTS
- 2.081 3.5935 0.6479 0.847 0.31 0.00 SPF_HELO_FAIL
- 0.141 0.2270 0.0598 0.792 0.31 0.00 OPTING_OUT_CAPS
- 0.709 1.1926 0.2514 0.826 0.31 0.13 HTML_IMAGE_RATIO_06
- 4.819 7.4887 2.2883 0.766 0.31 0.00 LINES_OF_YELLING
- 0.326 0.5417 0.1219 0.816 0.30 0.83 NO_OBLIGATION
- 0.017 0.0177 0.0168 0.513 0.30 0.02 DIRECT_EMAIL
- 0.929 1.5297 0.3599 0.810 0.30 1.30 DATE_IN_FUTURE_06_12
- 0.070 0.1009 0.0411 0.710 0.30 1.27 FULL_REFUND
- 0.056 0.0788 0.0350 0.692 0.29 0.00 HTML_TITLE_EXTRA
- 0.084 0.1266 0.0442 0.741 0.29 0.00 EXCUSE_11
- 0.012 0.0088 0.0145 0.379 0.29 0.00 FROM_AND_TO_SAME
- 0.027 0.0317 0.0232 0.577 0.29 0.02 X_ESMTP
- 5.028 6.4849 3.6476 0.640 0.29 0.00 FROM_ENDS_IN_NUMS
- 7.932 6.5448 9.2460 0.414 0.28 0.01 NO_REAL_NAME
- 0.309 0.4970 0.1306 0.792 0.28 0.02 EXCUSE_7
- 2.221 3.5324 0.9773 0.783 0.28 0.01 URI_REDIRECTOR
- 0.669 1.0411 0.3169 0.767 0.28 0.02 HTML_EVENT
- 0.102 0.1503 0.0571 0.725 0.28 0.00 EXCUSE_19
- 0.063 0.0844 0.0434 0.660 0.27 0.58 YOU_WON
- 0.376 0.6023 0.1615 0.789 0.27 0.00 LOTS_OF_STUFF
- 0.251 0.3894 0.1200 0.764 0.27 0.00 EARN_MONEY
- 0.693 1.0664 0.3397 0.758 0.26 0.00 HTTP_WITH_EMAIL_IN_URL
- 1.473 2.2622 0.7252 0.757 0.26 0.03 UPPERCASE_25_50
- 0.685 1.0483 0.3405 0.755 0.26 0.02 HTML_JAVASCRIPT
- 0.157 0.2278 0.0895 0.718 0.25 0.00 WHILE_SUPPLIES
- 0.881 1.3698 0.4178 0.766 0.25 0.00 US_DOLLARS_2
- 0.486 0.7393 0.2449 0.751 0.25 0.03 HTML_IMAGE_RATIO_08
- 1.760 2.5821 0.9815 0.725 0.25 0.00 MAILTO_WITH_SUBJ
- 0.375 0.5762 0.1851 0.757 0.25 0.00 NO_COST
- 0.443 0.6827 0.2167 0.759 0.25 0.00 FREE_TRIAL
- 0.629 0.9354 0.3394 0.734 0.24 0.00 LINES_OF_YELLING_3
- 6.112 3.6979 8.4009 0.306 0.24 0.00 BAYES_50
- 0.772 1.1596 0.4049 0.741 0.23 0.00 FROM_HAS_MIXED_NUMS
- 1.291 1.8411 0.7694 0.705 0.23 0.00 LINES_OF_YELLING_2
- 0.409 0.6039 0.2247 0.729 0.23 0.11 WEIRD_PORT
- 0.094 0.1153 0.0747 0.607 0.22 0.03 WORK_AT_HOME
- 0.618 0.8820 0.3683 0.705 0.22 0.70 DATE_IN_PAST_12_24
- 0.404 0.5802 0.2373 0.710 0.22 0.37 PLING_QUERY
- 0.122 0.1543 0.0906 0.630 0.21 0.00 CASHCASHCASH
- 1.282 1.6900 0.8962 0.653 0.21 0.88 SPF_FAIL
- 0.018 0.0064 0.0282 0.186 0.21 0.00 MIME_BOUND_DASH_DIGIT
- 0.078 0.0836 0.0731 0.533 0.20 0.00 EXCUSE_15
- 0.585 0.7912 0.3900 0.670 0.20 0.12 MISSING_HEADERS
- 0.040 0.0334 0.0461 0.420 0.20 0.00 JAVASCRIPT_URI
- 0.440 0.5915 0.2963 0.666 0.20 0.00 SB_NEW_BULK
- 0.267 0.3496 0.1882 0.650 0.20 0.00 RAZOR2_CF_RANGE_11_50
- 0.523 0.7044 0.3519 0.667 0.19 0.03 PLING_PLING
- 0.049 0.0410 0.0571 0.418 0.19 0.00 NO_PURCHASE
- 0.666 0.8732 0.4700 0.650 0.18 0.50 SPF_SOFTFAIL
- 0.259 0.3166 0.2041 0.608 0.17 0.00 HTML_IMAGE_RATIO_12
- 1.716 1.5000 1.9204 0.439 0.16 0.00 MAILTO_TO_SPAM_ADDR
- 0.285 0.3403 0.2323 0.594 0.16 0.00 HTML_IMAGE_RATIO_10
- 0.457 0.5674 0.3519 0.617 0.16 0.00 FOR_FREE
- 0.174 0.1868 0.1619 0.536 0.15 0.00 HTML_IMAGE_RATIO_14
- 0.031 0.0113 0.0488 0.188 0.15 0.00 NO_EXPERIENCE
- 0.248 0.2801 0.2171 0.563 0.15 0.48 OPTING_OUT
- 0.885 0.9824 0.7930 0.553 0.15 0.03 TO_ADDRESS_EQ_REAL
- 0.247 0.2343 0.2590 0.475 0.11 0.09 DATE_IN_PAST_24_48
- 0.068 0.0370 0.0971 0.276 0.10 0.00 MIME_QP_DEFICIENT
- 0.113 0.0788 0.1455 0.351 0.10 0.00 DATE_IN_PAST_48_96
- 0.221 0.1816 0.2575 0.414 0.09 0.06 FROM_HAS_ULINE_NUMS
- 0.747 0.6722 0.8185 0.451 0.09 0.13 EXCUSE_1
- 0.394 0.3299 0.4555 0.420 0.06 0.00 NO_FEE
- 0.354 0.2781 0.4262 0.395 0.05 0.00 BANG_MONEY
- 0.321 0.2198 0.4167 0.345 0.03 0.10 TO_EMPTY
- 0.058 0.0028 0.1097 0.025 0.01 0.00 MIME_BOUND_DIGITS_4
- 0.102 0.0241 0.1760 0.121 0.00 0.00 MIME_QP_NO_CHARSET
+ 176869 123778 53091 0.700 0.00 0.00 (all messages)
+100.000 69.9829 30.0171 0.700 0.00 0.00 (all messages as %)
+ 17.882 25.5522 0.0000 1.000 1.00 4.50 URIBL_SC_SURBL
+ 10.770 15.3888 0.0000 1.000 0.98 4.50 MIME_BOUND_DD_DIGITS
+ 9.684 13.8369 0.0019 1.000 0.98 3.81 URIBL_AB_SURBL
+ 34.260 48.9497 0.0132 1.000 0.98 4.09 URIBL_JP_SURBL
+ 13.644 19.4930 0.0075 1.000 0.97 4.00 RCVD_HELO_IP_MISMATCH
+ 17.449 24.9285 0.0113 1.000 0.97 3.90 RCVD_IN_XBL
+ 5.545 7.9239 0.0000 1.000 0.96 4.40 MSGID_SPAM_CAPS
+ 7.793 11.1328 0.0057 0.999 0.96 4.28 SUBJ_ILLEGAL_CHARS
+ 5.646 8.0669 0.0019 1.000 0.95 2.71 FORGED_OUTLOOK_HTML
+ 7.009 10.0131 0.0057 0.999 0.95 4.20 HELO_DYNAMIC_IPADDR
+ 4.741 6.7742 0.0000 1.000 0.95 4.40 X_MESSAGE_INFO
+ 4.970 7.1014 0.0019 1.000 0.95 3.69 RCVD_DOUBLE_IP_SPAM
+ 4.559 6.5117 0.0057 0.999 0.93 2.12 REPTO_QUOTE_YAHOO
+ 4.207 6.0108 0.0019 1.000 0.92 3.79 LONGWORDS
+ 4.217 6.0245 0.0038 0.999 0.92 4.06 FORGED_MUA_OUTLOOK
+ 6.548 9.3490 0.0170 0.998 0.92 0.95 HTML_SHORT_LINK_IMG_1
+ 4.162 5.9453 0.0057 0.999 0.91 2.88 MSGID_RANDY
+ 3.552 5.0744 0.0019 1.000 0.91 2.41 DRUGS_ERECTILE_OBFU
+ 3.178 4.5412 0.0000 1.000 0.91 4.18 MIME_BAD_ISO_CHARSET
+ 4.443 6.3436 0.0113 0.998 0.91 2.78 RATWARE_OUTLOOK_NONAME
+ 60.712 86.7351 0.0396 1.000 0.90 3.50 BAYES_99
+ 4.397 6.2782 0.0113 0.998 0.90 3.13 HTML_IMAGE_ONLY_08
+ 3.059 4.3707 0.0000 1.000 0.90 3.07 HELO_DYNAMIC_DHCP
+ 3.364 4.8046 0.0038 0.999 0.90 2.49 FORGED_OUTLOOK_TAGS
+ 2.718 3.8836 0.0000 1.000 0.90 0.74 DATE_SPAMWARE_Y2K
+ 36.356 51.9317 0.0414 0.999 0.90 3.01 URIBL_OB_SURBL
+ 2.656 3.7947 0.0000 1.000 0.89 4.10 HELO_DYNAMIC_HCC
+ 2.903 4.1477 0.0019 1.000 0.89 3.82 HELO_DYNAMIC_IPADDR2
+ 2.624 3.7495 0.0000 1.000 0.89 3.20 RATWARE_ZERO_TZ
+ 5.557 7.9295 0.0245 0.997 0.89 2.86 FROM_LOCAL_NOVOWEL
+ 2.554 3.6493 0.0000 1.000 0.89 4.10 RATWARE_NAME_ID
+ 4.312 6.1546 0.0170 0.997 0.88 3.70 PYZOR_CHECK
+ 2.513 3.5903 0.0000 1.000 0.88 4.10 URI_NO_WWW_INFO_CGI
+ 3.841 5.4824 0.0132 0.998 0.88 2.16 RCVD_IN_SORBS_SOCKS
+ 2.623 3.7470 0.0019 0.999 0.88 1.72 MSGID_DOLLARS
+ 2.631 3.7575 0.0038 0.999 0.88 0.40 DRUGS_ANXIETY
+ 5.865 8.3690 0.0283 0.997 0.88 3.16 RCVD_IN_SBL
+ 2.372 3.3891 0.0000 1.000 0.88 4.10 FROM_ILLEGAL_CHARS
+ 2.354 3.3641 0.0000 1.000 0.87 2.40 MSGID_YAHOO_CAPS
+ 2.440 3.4861 0.0019 0.999 0.87 2.69 REMOVE_BEFORE_LINK
+ 2.430 3.4707 0.0038 0.999 0.87 3.89 NO_PRESCRIPTION
+ 3.038 4.3352 0.0132 0.997 0.86 2.60 DNS_FROM_RFC_DSN
+ 2.088 2.9836 0.0000 1.000 0.86 3.78 MSGID_DOLLARS_RANDOM
+ 2.065 2.9504 0.0000 1.000 0.86 3.79 HEADER_SPAM
+ 2.664 3.7995 0.0151 0.996 0.85 1.57 HTTP_EXCESSIVE_ESCAPES
+ 2.025 2.8931 0.0019 0.999 0.85 0.23 DRUGS_ANXIETY_EREC
+ 4.508 6.4284 0.0320 0.995 0.85 1.91 RATWARE_MS_HASH
+ 3.589 5.1180 0.0245 0.995 0.85 1.87 HTML_IMAGE_ONLY_12
+ 2.000 2.8567 0.0038 0.999 0.84 0.23 FUZZY_VLIUM
+ 1.949 2.7840 0.0019 0.999 0.84 0.92 FUZZY_VPILL
+ 9.438 13.4652 0.0490 0.996 0.84 2.23 RCVD_IN_WHOIS_INVALID
+ 3.232 4.6074 0.0245 0.995 0.84 1.58 HTML_SHORT_LINK_IMG_2
+ 1.770 2.5287 0.0000 1.000 0.84 3.71 FORGED_MSGID_YAHOO
+ 1.959 2.7961 0.0057 0.998 0.84 0.52 FUZZY_CPILL
+ 2.074 2.9593 0.0094 0.997 0.84 3.70 INVESTMENT_ADVICE
+ 3.071 4.3772 0.0245 0.994 0.83 0.77 DIGEST_MULTIPLE
+ 1.806 2.5804 0.0019 0.999 0.83 0.18 INTERRUPTUS
+ 2.056 2.9335 0.0094 0.997 0.83 2.32 HTML_TINY_FONT
+ 2.182 3.1120 0.0151 0.995 0.83 2.35 UNIQUE_WORDS
+ 1.629 2.3259 0.0038 0.998 0.82 1.91 MSGID_MULTIPLE_AT
+ 1.898 2.7081 0.0094 0.997 0.82 3.20 NO_DNS_FOR_FROM
+ 3.963 5.6464 0.0377 0.993 0.82 1.89 MIME_BASE64_TEXT
+ 1.678 2.3954 0.0057 0.998 0.81 0.63 DRUGS_DIET
+ 1.453 2.0763 0.0000 1.000 0.81 1.69 DRUGS_ANXIETY_OBFU
+ 1.986 2.8309 0.0151 0.995 0.81 2.77 DATE_IN_FUTURE_12_24
+ 1.828 2.6071 0.0113 0.996 0.81 0.28 HTML_BACKHAIR_8
+ 1.778 2.5360 0.0113 0.996 0.81 3.00 BAYES_95
+ 1.464 2.0900 0.0038 0.998 0.81 3.34 FUZZY_XPILL
+ 3.437 4.8942 0.0396 0.992 0.80 1.38 SPF_SOFTFAIL
+ 1.446 2.0634 0.0057 0.997 0.80 1.69 FUZZY_VICODIN
+ 1.233 1.7620 0.0000 1.000 0.80 3.73 ADVANCE_FEE_4
+ 1.947 2.7743 0.0188 0.993 0.79 2.00 BAYES_80
+ 1.172 1.6748 0.0000 1.000 0.79 3.70 DRUGS_PAIN_OBFU
+ 1.165 1.6651 0.0000 1.000 0.79 0.01 DRUGS_MANYKINDS
+ 7.782 11.0908 0.0678 0.994 0.79 0.49 DRUGS_ERECTILE
+ 1.182 1.6877 0.0019 0.999 0.79 1.96 SORTED_RECIPS
+ 1.136 1.6231 0.0000 1.000 0.79 2.31 X_IP
+ 2.237 3.1839 0.0301 0.991 0.79 0.02 RCVD_IN_SORBS_MISC
+ 1.144 1.6336 0.0019 0.999 0.78 0.61 SUBJECT_DRUG_GAP_C
+ 1.058 1.5116 0.0000 1.000 0.78 3.66 FUZZY_MORTGAGE
+ 1.093 1.5609 0.0019 0.999 0.78 1.61 HEAD_ILLEGAL_CHARS
+ 1.429 2.0375 0.0113 0.994 0.78 3.34 ADVANCE_FEE_3
+ 0.965 1.3783 0.0000 1.000 0.77 3.60 HTML_EXTRA_CLOSE
+ 0.975 1.3920 0.0019 0.999 0.77 3.66 FUZZY_GUARANTEE
+ 0.946 1.3516 0.0000 1.000 0.76 3.60 SUBJECT_FUZZY_MEDS
+ 1.002 1.4300 0.0038 0.997 0.76 3.60 HTML_IMAGE_ONLY_04
+ 0.943 1.3468 0.0000 1.000 0.76 3.60 FUZZY_PRESCRIPT
+ 4.172 5.9364 0.0584 0.990 0.76 0.50 RAZOR2_CHECK
+ 0.924 1.3201 0.0000 1.000 0.76 2.29 RATWARE_RCVD_AT
+ 2.459 3.4958 0.0433 0.988 0.76 0.50 HTML_IMAGE_ONLY_16
+ 1.135 1.6182 0.0094 0.994 0.76 0.00 DRUGS_MUSCLE
+ 0.919 1.3128 0.0000 1.000 0.76 2.19 HELO_DYNAMIC_SPLIT_IP
+ 27.913 39.8423 0.0998 0.998 0.76 2.60 RCVD_IN_DSBL
+ 0.909 1.2991 0.0000 1.000 0.75 3.60 RATWARE_EFROM
+ 0.948 1.3524 0.0038 0.997 0.75 2.30 PERCENT_RANDOM
+ 1.605 2.2815 0.0264 0.989 0.75 1.96 DATE_IN_FUTURE_03_06
+ 0.920 1.3145 0.0019 0.999 0.75 0.00 DRUGS_SLEEP
+ 2.536 3.6032 0.0471 0.987 0.75 0.03 HTTP_ESCAPED_HOST
+ 1.174 1.6715 0.0151 0.991 0.75 1.94 DNS_FROM_RFC_BOGUSMX
+ 0.879 1.2555 0.0019 0.999 0.74 2.17 FORGED_MUA_AOL_FROM
+ 0.841 1.2013 0.0000 1.000 0.74 2.74 DRUGS_SLEEP_EREC
+ 1.449 2.0593 0.0245 0.988 0.74 1.51 DNS_FROM_SECURITYSAGE
+ 4.330 6.1570 0.0716 0.989 0.74 0.50 RAZOR2_CF_RANGE_51_100
+ 4.914 6.9883 0.0772 0.989 0.74 0.02 RCVD_IN_SORBS_HTTP
+ 0.822 1.1739 0.0000 1.000 0.74 3.60 FUZZY_MILLION
+ 0.818 1.1690 0.0000 1.000 0.74 3.60 RATWARE_RCVD_PF
+ 0.802 1.1456 0.0000 1.000 0.74 2.35 HTTP_77
+ 0.921 1.3128 0.0075 0.994 0.74 1.77 HTML_OBFUSCATE_10_20
+ 3.478 4.9419 0.0659 0.987 0.74 0.88 URI_NOVOWEL
+ 0.851 1.2151 0.0038 0.997 0.73 0.05 REPTO_QUOTE_AOL
+ 4.762 6.7702 0.0791 0.988 0.73 1.08 HTML_MIME_NO_HTML_TAG
+ 0.797 1.1383 0.0019 0.998 0.73 2.06 FUZZY_REFINANCE
+ 0.871 1.2425 0.0057 0.995 0.73 2.04 ONLINE_PHARMACY
+ 0.768 1.0971 0.0000 1.000 0.73 3.47 FUZZY_PLEASE
+ 0.796 1.1359 0.0038 0.997 0.72 1.79 DAV_NON_HOTMAIL
+ 0.914 1.3015 0.0113 0.991 0.72 2.77 RCVD_IN_NJABL_SPAM
+ 7.692 10.9486 0.0979 0.991 0.72 2.43 RCVD_IN_WHOIS_BOGONS
+ 0.965 1.3718 0.0151 0.989 0.72 0.89 FRONTPAGE
+ 2.452 3.4804 0.0546 0.985 0.72 0.04 RCVD_DOUBLE_IP_LOOSE
+ 2.642 3.7478 0.0622 0.984 0.72 0.06 HTML_FONT_TINY
+ 0.716 1.0228 0.0000 1.000 0.72 3.50 HELO_DYNAMIC_COMCAST
+ 1.558 2.2104 0.0377 0.983 0.71 1.00 BAYES_60
+ 1.006 1.4292 0.0207 0.986 0.71 2.43 SPF_HELO_SOFTFAIL
+ 0.704 1.0066 0.0000 1.000 0.71 3.25 REPTO_QUOTE_MSN
+ 1.571 2.2274 0.0396 0.983 0.71 2.70 PRIORITY_NO_NAME
+ 1.757 2.4924 0.0433 0.983 0.71 0.45 SUBJECT_EXCESS_BASE64
+ 22.130 31.5662 0.1300 0.996 0.71 2.05 RCVD_IN_SORBS_DUL
+ 0.714 1.0188 0.0019 0.998 0.71 2.04 RUDE_HTML
+ 0.764 1.0899 0.0057 0.995 0.71 0.27 HTML_TITLE_SUBJ_DIFF
+ 1.248 1.7693 0.0320 0.982 0.71 0.19 HTML_FONT_LOW_CONTRAST
+ 0.671 0.9582 0.0000 1.000 0.70 3.40 HTML_OBFUSCATE_20_30
+ 0.652 0.9315 0.0000 1.000 0.70 3.40 FUZZY_MEDICATION
+ 28.614 0.0622 95.1819 0.001 0.69 -2.60 BAYES_00
+ 0.678 0.9671 0.0038 0.996 0.69 0.50 DRUG_ED_CAPS
+ 0.690 0.9832 0.0057 0.994 0.69 2.25 FORGED_HOTMAIL_RCVD
+ 0.781 1.1109 0.0132 0.988 0.69 2.28 RCVD_FAKE_HELO_DOTCOM
+ 0.689 0.9824 0.0057 0.994 0.69 3.10 BAD_ENC_HEADER
+ 1.601 2.2678 0.0471 0.980 0.69 1.10 MIME_HTML_MOSTLY
+ 0.764 1.0874 0.0113 0.990 0.69 1.76 SUSPICIOUS_RECIPS
+ 0.772 1.0971 0.0132 0.988 0.69 3.02 MSGID_SPAM_LETTERS
+ 0.601 0.8588 0.0000 1.000 0.69 3.27 FUZZY_OBLIGATION
+ 0.629 0.8976 0.0019 0.998 0.69 1.88 INVALID_TZ_EST
+ 1.983 2.8091 0.0584 0.980 0.69 1.16 FORGED_HOTMAIL_RCVD2
+ 0.572 0.8176 0.0000 1.000 0.68 2.66 SUBJECT_DRUG_GAP_VIC
+ 0.788 1.1189 0.0170 0.985 0.68 0.71 MPART_ALT_DIFF_COUNT
+ 0.661 0.9420 0.0057 0.994 0.68 3.40 FUZZY_ERECT
+ 0.561 0.8022 0.0000 1.000 0.68 2.62 HTML_EHTML2
+ 2.198 3.1104 0.0697 0.978 0.68 0.88 HTML_SHORT_LINK_IMG_3
+ 0.570 0.8144 0.0019 0.998 0.68 3.20 FUZZY_PRICES
+ 0.552 0.7893 0.0000 1.000 0.68 2.56 RATWARE_EGROUPS
+ 8.153 11.5933 0.1318 0.989 0.68 1.61 MISSING_MIMEOLE
+ 0.652 0.9291 0.0075 0.992 0.68 1.75 FORGED_MUA_IMS
+ 0.596 0.8499 0.0038 0.996 0.67 3.20 URI_UNSUBSCRIBE
+ 0.550 0.7861 0.0000 1.000 0.67 3.30 INVESTMENT_EXPERT
+ 1.568 2.2169 0.0546 0.976 0.67 1.39 ADVANCE_FEE_2
+ 10.642 15.1449 0.1450 0.991 0.67 0.72 RCVD_IN_NJABL_PROXY
+ 0.831 1.1763 0.0264 0.978 0.67 0.87 SUBJ_HAS_SPACES
+ 0.530 0.7570 0.0000 1.000 0.66 3.20 FUZZY_PHARMACY
+ 0.547 0.7796 0.0038 0.995 0.66 0.04 MONEY_BACK
+ 0.523 0.7473 0.0000 1.000 0.66 2.62 FORGED_MSGID_HOTMAIL
+ 0.563 0.8014 0.0075 0.991 0.66 1.82 MILLION_USD
+ 0.518 0.7408 0.0000 1.000 0.66 1.94 FORGED_IMS_HTML
+ 0.647 0.9186 0.0132 0.986 0.66 0.63 IMPOTENCE
+ 30.956 44.1605 0.1695 0.996 0.66 2.14 URIBL_WS_SURBL
+ 1.311 1.8517 0.0509 0.973 0.66 0.51 HTML_TITLE_UNTITLED
+ 0.637 0.9048 0.0132 0.986 0.66 1.45 HTML_OBFUSCATE_05_10
+ 0.530 0.7562 0.0019 0.998 0.66 1.85 SUBJECT_FUZZY_VPILL
+ 0.517 0.7384 0.0000 1.000 0.66 2.50 FORGED_THEBAT_HTML
+ 1.270 1.7935 0.0509 0.972 0.66 2.19 INVALID_MSGID
+ 0.516 0.7376 0.0000 1.000 0.65 2.16 FORGED_MUA_THEBAT_BOUN
+ 0.616 0.8741 0.0132 0.985 0.65 0.10 SPOOF_OURI
+ 0.666 0.9444 0.0170 0.982 0.65 0.42 FUZZY_AMBIEN
+ 0.542 0.7715 0.0057 0.993 0.65 0.00 REPTO_QUOTE_IMS
+ 1.923 2.7178 0.0716 0.974 0.65 1.82 MISSING_SUBJECT
+ 0.682 0.9662 0.0188 0.981 0.65 1.04 INVALID_TZ_GMT
+ 0.503 0.7182 0.0000 1.000 0.65 2.40 SUBJECT_DRUG_GAP_X
+ 2.982 4.2180 0.0998 0.977 0.65 0.00 DRUGS_PAIN
+ 1.335 1.8848 0.0546 0.972 0.65 1.32 UNRESOLVED_TEMPLATE
+ 0.707 1.0002 0.0226 0.978 0.65 2.02 DATE_IN_PAST_96_XX
+ 0.504 0.7198 0.0019 0.997 0.65 0.04 ALL_NATURAL
+ 0.477 0.6819 0.0000 1.000 0.64 1.66 HTML_TITLE_LONG
+ 0.464 0.6625 0.0000 1.000 0.64 1.80 FUZZY_PHENT
+ 2.200 3.1080 0.0829 0.974 0.64 2.19 INVALID_DATE
+ 0.772 1.0899 0.0320 0.971 0.63 1.36 X_MAILER_SPAM
+ 0.447 0.6382 0.0000 1.000 0.63 3.00 URI_NO_WWW_BIZ_CGI
+ 1.272 1.7927 0.0584 0.968 0.63 1.84 HTML_IMAGE_ONLY_24
+ 1.981 2.7953 0.0810 0.972 0.63 1.16 HTML_IMAGE_ONLY_20
+ 2.870 4.0548 0.1092 0.974 0.63 0.29 RCVD_ILLEGAL_IP
+ 0.429 0.6124 0.0000 1.000 0.63 3.10 FAKE_OUTBLAZE_RCVD
+ 0.530 0.7530 0.0113 0.985 0.63 0.00 REPTO_QUOTE_QUALCOMM
+ 0.406 0.5801 0.0000 1.000 0.63 2.86 HTML_OBFUSCATE_30_40
+ 0.400 0.5712 0.0000 1.000 0.62 2.24 DRUG_DOSAGE
+ 0.543 0.7699 0.0151 0.981 0.62 0.74 BODY_ENHANCEMENT2
+ 0.488 0.6940 0.0075 0.989 0.62 0.26 SUBJ_BUY
+ 0.397 0.5680 0.0000 1.000 0.62 3.10 MALE_ENHANCE
+ 0.394 0.5623 0.0000 1.000 0.62 1.08 FUZZY_CREDIT
+ 0.392 0.5607 0.0000 1.000 0.62 3.10 MSGID_SHORT
+ 0.391 0.5591 0.0000 1.000 0.62 2.62 SUBJECT_DRUG_GAP_VA
+ 0.381 0.5445 0.0000 1.000 0.62 2.48 FORGED_MUA_EUDORA
+ 0.379 0.5413 0.0000 1.000 0.62 3.10 KOREAN_UCE_SUBJECT
+ 0.457 0.6504 0.0075 0.989 0.62 2.45 SPOOF_COM2COM
+ 0.745 1.0495 0.0358 0.967 0.62 0.08 BAD_CREDIT
+ 4.599 6.5060 0.1545 0.977 0.62 1.85 FORGED_YAHOO_RCVD
+ 0.888 1.2482 0.0471 0.964 0.61 0.00 X_MSMAIL_PRIORITY_HIGH
+ 0.532 0.7530 0.0170 0.978 0.61 0.00 URI_AFFILIATE
+ 4.806 6.7985 0.1601 0.977 0.61 2.01 BIZ_TLD
+ 0.371 0.5300 0.0019 0.996 0.61 2.90 UNCLOSED_BRACKET
+ 18.739 26.6946 0.1921 0.993 0.61 1.95 RCVD_IN_NJABL_DUL
+ 0.803 1.1278 0.0452 0.961 0.61 0.80 HTML_00_10
+ 0.346 0.4944 0.0000 1.000 0.60 2.29 DRUGS_DIET_OBFU
+ 0.345 0.4936 0.0000 1.000 0.60 2.53 VIA_GAP_GRA
+ 0.358 0.5106 0.0038 0.993 0.60 2.22 FORGED_MUA_OIMO
+ 0.337 0.4815 0.0000 1.000 0.60 2.95 MIME_BOUND_DIGITS_15
+ 0.348 0.4960 0.0038 0.992 0.59 2.71 CUM_SHOT
+ 0.333 0.4759 0.0000 1.000 0.59 2.69 HELO_DYNAMIC_ATTBI
+ 0.334 0.4767 0.0019 0.996 0.59 0.51 FUZZY_ROLEX
+ 6.590 9.3385 0.1808 0.981 0.59 0.46 HTML_IMAGE_RATIO_02
+ 1.035 1.4486 0.0697 0.954 0.59 1.72 SUBJECT_ENCODED_TWICE
+ 0.498 0.7021 0.0207 0.971 0.59 0.40 HTML_LINK_PUSH_HERE
+ 0.335 0.4767 0.0038 0.992 0.58 1.93 FUZZY_BILLION
+ 0.310 0.4427 0.0000 1.000 0.58 2.64 REPTO_OVERQUOTE_THEBAT
+ 0.310 0.4427 0.0000 1.000 0.58 3.00 FORGED_MSGID_EXCITE
+ 0.305 0.4363 0.0000 1.000 0.58 2.19 FUZZY_CELEBREX
+ 0.358 0.5074 0.0094 0.982 0.58 1.53 FROM_BLANK_NAME
+ 0.369 0.5227 0.0113 0.979 0.58 1.57 HTML_SHORT_LENGTH
+ 0.302 0.4322 0.0000 1.000 0.58 3.00 RATWARE_OE_MALFORMED
+ 0.628 0.8806 0.0396 0.957 0.58 2.10 DEAR_SOMETHING
+ 0.517 0.7271 0.0264 0.965 0.58 2.31 EMPTY_MESSAGE
+ 0.322 0.4581 0.0038 0.992 0.58 2.90 X_PRIORITY_CC
+ 0.458 0.6455 0.0207 0.969 0.58 0.35 URG_BIZ
+ 0.493 0.6940 0.0245 0.966 0.58 0.00 BANG_GUAR
+ 0.296 0.4225 0.0000 1.000 0.58 1.95 MORE_SEX
+ 0.331 0.4702 0.0057 0.988 0.57 1.99 DOMAIN_4U2
+ 0.347 0.4920 0.0094 0.981 0.57 2.53 FROM_ENDS_IN_NUMS
+ 0.345 0.4888 0.0094 0.981 0.57 0.20 RCVD_IN_SORBS_SMTP
+ 0.474 0.6665 0.0245 0.965 0.57 0.03 HTML_SHOUTING4
+ 0.311 0.4427 0.0038 0.992 0.57 1.68 QUALIFY_FOR_THIS
+ 3.590 5.0607 0.1620 0.969 0.57 1.45 DNS_FROM_RFC_WHOIS
+ 0.297 0.4241 0.0019 0.996 0.57 2.14 HTML_NONELEMENT_70_80
+ 0.305 0.4338 0.0038 0.991 0.57 1.37 UPPERCASE_75_100
+ 0.287 0.4096 0.0000 1.000 0.57 2.68 SUBJECT_SEXUAL
+ 0.292 0.4169 0.0019 0.996 0.57 1.69 OBFUSCATING_COMMENT
+ 0.285 0.4072 0.0000 1.000 0.57 0.01 HTML_NONELEMENT_80_90
+ 1.104 1.5439 0.0791 0.951 0.57 0.23 HTML_TAG_BALANCE_BODY
+ 5.309 7.5062 0.1865 0.976 0.56 1.46 RCVD_IN_SORBS_WEB
+ 0.465 0.6528 0.0264 0.961 0.56 2.15 FROM_HAS_MIXED_NUMS
+ 1.458 2.0416 0.0979 0.954 0.56 1.90 HTML_IMAGE_ONLY_28
+ 0.366 0.5154 0.0170 0.968 0.56 0.37 UPPERCASE_50_75
+ 0.806 1.1254 0.0622 0.948 0.56 0.01 HTML_BACKHAIR_4
+ 0.271 0.3870 0.0000 1.000 0.56 1.77 FORGED_IMS_TAGS
+ 0.926 1.2926 0.0716 0.948 0.56 1.67 DATE_IN_FUTURE_06_12
+ 0.267 0.3821 0.0000 1.000 0.56 2.80 HELO_DYNAMIC_YAHOOBB
+ 0.266 0.3805 0.0000 1.000 0.56 2.80 URIBL_PH_SURBL
+ 0.292 0.4145 0.0057 0.987 0.56 0.04 BODY_ENHANCEMENT
+ 0.265 0.3781 0.0000 1.000 0.56 0.03 HTML_NONELEMENT_90_100
+ 0.270 0.3854 0.0019 0.995 0.55 1.45 HTML_TAG_BALANCE_HEAD
+ 0.756 1.0551 0.0584 0.948 0.55 0.04 US_DOLLARS_3
+ 0.258 0.3692 0.0000 1.000 0.55 2.90 REPLICA_WATCH
+ 13.405 19.0284 0.2938 0.985 0.55 0.00 MIME_HTML_ONLY_MULTI
+ 0.326 0.4605 0.0132 0.972 0.55 1.03 TRACKER_ID
+ 0.262 0.3732 0.0019 0.995 0.55 0.13 HTML_NONELEMENT_40_50
+ 0.343 0.4823 0.0170 0.966 0.55 0.21 X_AUTH_WARN_FAKED
+ 0.250 0.3571 0.0000 1.000 0.55 2.80 FUZZY_THOUSANDS
+ 1.489 2.0803 0.1092 0.950 0.55 0.22 MIME_BASE64_BLANKS
+ 0.614 0.8564 0.0490 0.946 0.55 1.81 BLANK_LINES_70_80
+ 0.335 0.4718 0.0170 0.965 0.54 0.27 HTML_COMMENT_SAVED_URL
+ 0.283 0.4015 0.0075 0.982 0.54 2.50 FROM_ALL_NUMS
+ 0.242 0.3458 0.0000 1.000 0.54 2.03 HTML_OBFUSCATE_50_60
+ 18.114 25.7461 0.3202 0.988 0.54 0.00 MPART_ALT_DIFF
+ 0.237 0.3385 0.0000 1.000 0.54 2.18 HTML_SHORT_CENTER
+ 0.236 0.3377 0.0000 1.000 0.54 2.80 FUZZY_MONEY
+ 0.357 0.4993 0.0245 0.953 0.54 0.15 SUBJECT_NOVOWEL
+ 0.233 0.3329 0.0000 1.000 0.54 2.70 MIME_BOUND_RKFINDY
+ 0.249 0.3539 0.0038 0.989 0.54 1.57 EM_ROLEX
+ 0.289 0.4080 0.0113 0.973 0.54 1.84 URI_SCHEME_MIXED_CASE
+ 0.231 0.3304 0.0000 1.000 0.54 1.58 SUBJECT_DRUG_GAP_S
+ 2.550 3.5717 0.1676 0.955 0.53 1.14 SPF_FAIL
+ 1.305 1.8178 0.1092 0.943 0.53 0.43 X_PRIORITY_HIGH
+ 0.223 0.3191 0.0000 1.000 0.53 2.66 FUZZY_REMOVE
+ 16.300 23.1463 0.3372 0.986 0.53 1.56 RCVD_IN_BL_SPAMCOP_NET
+ 0.260 0.3676 0.0075 0.980 0.53 2.69 DATE_IN_FUTURE_24_48
+ 0.249 0.3531 0.0057 0.984 0.53 0.87 INVALID_TZ_CST
+ 0.222 0.3175 0.0000 1.000 0.53 0.07 HTML_NONELEMENT_60_70
+ 0.245 0.3482 0.0057 0.984 0.53 1.28 NA_DOLLARS
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+ 0.216 0.3086 0.0000 1.000 0.53 2.70 FUZZY_TRAMADOL
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+ 0.245 0.3474 0.0075 0.979 0.52 2.40 DATE_IN_FUTURE_96_XX
+ 0.322 0.4508 0.0226 0.952 0.52 2.00 GAPPY_SUBJECT
+ 0.209 0.2981 0.0000 1.000 0.52 2.00 SUBJECT_FUZZY_CHEAP
+ 0.215 0.3062 0.0019 0.994 0.52 2.70 NOT_ADVISOR
+ 0.224 0.3183 0.0038 0.988 0.52 2.69 STRONG_BUY
+ 0.243 0.3434 0.0075 0.979 0.52 2.14 SUB_HELLO
+ 2.297 3.2090 0.1695 0.950 0.52 1.07 SPF_NEUTRAL
+ 5.004 7.0279 0.2844 0.961 0.52 0.00 HTML_TEXT_AFTER_HTML
+ 0.201 0.2868 0.0000 1.000 0.52 2.70 MIME_BOUND_MANY_HEX
+ 1.796 2.5029 0.1488 0.944 0.51 0.00 SPF_HELO_FAIL
+ 11.057 15.6538 0.3390 0.979 0.51 2.17 DCC_CHECK
+ 0.198 0.2836 0.0000 1.000 0.51 2.64 HTML_OBFUSCATE_40_50
+ 0.198 0.2836 0.0000 1.000 0.51 2.67 FUZZY_SOFTWARE
+ 0.415 0.5760 0.0396 0.936 0.51 0.09 HTML_FONT_SIZE_TINY
+ 0.196 0.2795 0.0000 1.000 0.51 1.68 HTML_BADTAG_60_70
+ 0.193 0.2755 0.0000 1.000 0.51 2.70 FAKE_HELO_MAIL_COM_DOM
+ 0.189 0.2706 0.0000 1.000 0.51 2.52 HTML_MISSING_CTYPE
+ 0.189 0.2706 0.0000 1.000 0.51 1.81 DRUG_ED_GENERIC
+ 0.188 0.2682 0.0000 1.000 0.51 2.24 X_MIME_AUTOCONVERTED
+ 0.196 0.2795 0.0019 0.993 0.51 1.90 HTML_TAG_EXIST_MARQUEE
+ 0.996 1.3775 0.1055 0.929 0.51 1.05 HTML_IMAGE_ONLY_32
+ 0.184 0.2634 0.0000 1.000 0.51 1.77 FUZZY_OFFERS
+ 0.193 0.2755 0.0019 0.993 0.51 1.30 FROM_LOCAL_HEX
+ 0.212 0.3005 0.0057 0.982 0.51 2.53 SUBJECT_FUZZY_PENIS
+ 1.160 1.6085 0.1149 0.933 0.50 0.78 MANY_EXCLAMATIONS
+ 0.181 0.2593 0.0000 1.000 0.50 0.12 HTML_BADTAG_30_40
+ 0.308 0.4282 0.0264 0.942 0.50 1.63 DEAR_FRIEND
+ 0.214 0.3022 0.0075 0.976 0.50 0.00 SPOOF_COM2OTH
+ 0.177 0.2529 0.0000 1.000 0.50 1.78 FORGED_QUALCOMM_TAGS
+ 0.184 0.2618 0.0019 0.993 0.50 0.99 PRICES_ARE_AFFORDABLE
+ 0.176 0.2513 0.0000 1.000 0.50 2.50 RATWARE_HASH_2_V2
+ 0.252 0.3531 0.0170 0.954 0.50 0.00 HTML_BADTAG_20_30
+ 0.204 0.2876 0.0075 0.974 0.50 1.24 HTML_FONT_SIZE_LARGE
+ 0.173 0.2472 0.0000 1.000 0.49 2.60 HELO_DYNAMIC_DIALIN
+ 1.542 2.1377 0.1545 0.933 0.49 1.00 SUBJ_ALL_CAPS
+ 18.160 25.7703 0.4163 0.984 0.49 1.50 RCVD_NUMERIC_HELO
+ 0.172 0.2464 0.0000 1.000 0.49 2.70 DRUG_ED_ONLINE
+ 0.169 0.2416 0.0000 1.000 0.49 0.00 FUZZY_VIOXX
+ 22.415 31.8425 0.4370 0.986 0.49 1.64 URIBL_SBL
+ 0.181 0.2569 0.0057 0.978 0.49 1.54 SPOOF_NET2COM
+ 0.581 0.7990 0.0716 0.918 0.49 0.38 MAILTO_TO_REMOVE
+ 0.167 0.2383 0.0000 1.000 0.49 2.60 URI_UPPER_LOWER
+ 0.226 0.3159 0.0151 0.954 0.48 0.33 HTML_EMBEDS
+ 0.180 0.2545 0.0057 0.978 0.48 1.66 ROUND_THE_WORLD_LOCAL
+ 0.325 0.4492 0.0358 0.926 0.48 0.00 SEE_FOR_YOURSELF
+ 0.165 0.2351 0.0000 1.000 0.48 0.99 HTML_BADTAG_50_60
+ 0.161 0.2303 0.0000 1.000 0.48 2.60 MSGID_OUTLOOK_INVALID
+ 0.159 0.2278 0.0000 1.000 0.48 2.51 FAKE_HELO_MSN
+ 0.799 1.0987 0.0998 0.917 0.48 0.19 SUBJ_HAS_UNIQ_ID
+ 0.162 0.2303 0.0019 0.992 0.47 0.64 HTML_ATTR_UNIQUE
+ 0.157 0.2238 0.0000 1.000 0.47 2.60 X_MESSAGE_FLAG_ODD
+ 0.157 0.2238 0.0000 1.000 0.47 2.04 FORGED_MSGID_MSN
+ 0.161 0.2294 0.0019 0.992 0.47 2.30 DISGUISE_PORN_MUNDANE
+ 0.166 0.0016 0.5481 0.003 0.47 -2.20 RCVD_IN_IADB_VOUCHED
+ 0.154 0.2206 0.0000 1.000 0.47 2.11 RATWARE_HASH_2
+ 2.246 3.1225 0.2034 0.939 0.47 0.28 MIME_BOUND_NEXTPART
+ 0.147 0.2101 0.0000 1.000 0.47 2.25 MSGID_SPAM_ALPHA_NUM
+ 0.155 0.2214 0.0019 0.992 0.47 2.06 HG_HORMONE
+ 0.161 0.0016 0.5330 0.003 0.47 -4.30 RCVD_IN_BSP_TRUSTED
+ 13.930 19.7071 0.4615 0.977 0.47 1.71 DNS_FROM_RFC_POST
+ 0.789 1.0826 0.1036 0.913 0.47 0.00 NO_RDNS_DOTCOM_HELO
+ 0.149 0.2125 0.0019 0.991 0.46 0.22 FUZZY_FOLLOW
+ 0.145 0.2068 0.0000 1.000 0.46 2.40 UNCLAIMED_MONEY
+ 0.147 0.2092 0.0019 0.991 0.46 2.40 X_LIBRARY
+ 8.031 11.2936 0.4257 0.964 0.46 1.27 INFO_TLD
+ 0.163 0.2303 0.0075 0.968 0.46 0.01 HTML_NONELEMENT_30_40
+ 0.139 0.1979 0.0000 1.000 0.46 2.40 HTTPS_IP_MISMATCH
+ 0.149 0.2109 0.0038 0.982 0.46 1.57 ONE_TIME
+ 4.761 6.6458 0.3673 0.948 0.46 0.12 HTML_TEXT_AFTER_BODY
+ 0.137 0.1963 0.0000 1.000 0.46 2.36 MSGID_RATWARE1
+ 0.378 0.5171 0.0546 0.904 0.46 0.05 HTML_BADTAG_10_20
+ 0.167 0.2351 0.0094 0.961 0.46 0.71 URI_OFFERS
+ 0.135 0.1923 0.0000 1.000 0.45 1.40 HTML_BADTAG_90_100
+ 0.139 0.1979 0.0019 0.991 0.45 0.00 HTML_BADTAG_40_50
+ 1.976 2.7412 0.1921 0.935 0.45 1.35 HTML_10_20
+ 0.130 0.1858 0.0000 1.000 0.45 2.37 FAKE_HELO_MAIL_COM
+ 0.141 0.2004 0.0038 0.982 0.45 0.11 RATWARE_MPOP_WEBMAIL
+ 0.129 0.1842 0.0000 1.000 0.45 1.33 SUBJECT_DIET
+ 0.134 0.1907 0.0019 0.990 0.45 2.10 FROM_DOMAIN_NOVOWEL

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