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Posted to commits@spamassassin.apache.org by mm...@apache.org on 2009/12/02 19:11:35 UTC
svn commit: r886232 [2/5] - in /spamassassin/trunk: masses/config
rules/STATISTICS-set0.txt rules/STATISTICS-set1.txt
rules/STATISTICS-set2.txt rules/STATISTICS-set3.txt
Modified: spamassassin/trunk/rules/STATISTICS-set0.txt
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rules/STATISTICS-set0.txt?rev=886232&r1=886231&r2=886232&view=diff
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set0.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set0.txt Wed Dec 2 18:11:35 2009
@@ -3,160 +3,160 @@
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67074 99.30%
-# Correctly spam: 109992 92.37%
-# False positives: 476 0.70%
-# False negatives: 9091 7.63%
-# TCR(l=50): 3.620534 SpamRecall: 92.366% SpamPrec: 99.569%
+# Correctly non-spam: 20948 98.88%
+# Correctly spam: 34456 78.07%
+# False positives: 238 1.12%
+# False negatives: 9678 21.93%
+# TCR(l=50): 2.045324 SpamRecall: 78.071% SpamPrec: 99.314%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
-# Correctly non-spam: 195 0.29%
-# Correctly spam: 119083 100.00%
-# False positives: 67355 99.71%
+# Correctly non-spam: 37 0.17%
+# Correctly spam: 44134 100.00%
+# False positives: 21149 99.83%
# False negatives: 0 0.00%
-# TCR(l=50): 0.035360 SpamRecall: 100.000% SpamPrec: 63.873%
+# TCR(l=50): 0.041736 SpamRecall: 100.000% SpamPrec: 67.604%
# SUMMARY for threshold -3.0:
-# Correctly non-spam: 196 0.29%
-# Correctly spam: 119083 100.00%
-# False positives: 67354 99.71%
+# Correctly non-spam: 37 0.17%
+# Correctly spam: 44134 100.00%
+# False positives: 21149 99.83%
# False negatives: 0 0.00%
-# TCR(l=50): 0.035360 SpamRecall: 100.000% SpamPrec: 63.873%
+# TCR(l=50): 0.041736 SpamRecall: 100.000% SpamPrec: 67.604%
# SUMMARY for threshold -2.0:
-# Correctly non-spam: 198 0.29%
-# Correctly spam: 119083 100.00%
-# False positives: 67352 99.71%
+# Correctly non-spam: 37 0.17%
+# Correctly spam: 44134 100.00%
+# False positives: 21149 99.83%
# False negatives: 0 0.00%
-# TCR(l=50): 0.035361 SpamRecall: 100.000% SpamPrec: 63.874%
+# TCR(l=50): 0.041736 SpamRecall: 100.000% SpamPrec: 67.604%
# SUMMARY for threshold -1.0:
-# Correctly non-spam: 590 0.87%
-# Correctly spam: 119083 100.00%
-# False positives: 66960 99.13%
+# Correctly non-spam: 37 0.17%
+# Correctly spam: 44134 100.00%
+# False positives: 21149 99.83%
# False negatives: 0 0.00%
-# TCR(l=50): 0.035568 SpamRecall: 100.000% SpamPrec: 64.008%
+# TCR(l=50): 0.041736 SpamRecall: 100.000% SpamPrec: 67.604%
# SUMMARY for threshold 0.0:
-# Correctly non-spam: 13414 19.86%
-# Correctly spam: 118692 99.67%
-# False positives: 54136 80.14%
-# False negatives: 391 0.33%
-# TCR(l=50): 0.043988 SpamRecall: 99.672% SpamPrec: 68.676%
+# Correctly non-spam: 1465 6.91%
+# Correctly spam: 44134 100.00%
+# False positives: 19721 93.09%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.044758 SpamRecall: 100.000% SpamPrec: 69.116%
# SUMMARY for threshold 1.0:
-# Correctly non-spam: 58023 85.90%
-# Correctly spam: 116678 97.98%
-# False positives: 9527 14.10%
-# False negatives: 2405 2.02%
-# TCR(l=50): 0.248735 SpamRecall: 97.980% SpamPrec: 92.451%
+# Correctly non-spam: 16961 80.06%
+# Correctly spam: 42325 95.90%
+# False positives: 4225 19.94%
+# False negatives: 1809 4.10%
+# TCR(l=50): 0.207144 SpamRecall: 95.901% SpamPrec: 90.924%
# SUMMARY for threshold 2.0:
-# Correctly non-spam: 58956 87.28%
-# Correctly spam: 116524 97.85%
-# False positives: 8594 12.72%
-# False negatives: 2559 2.15%
-# TCR(l=50): 0.275490 SpamRecall: 97.851% SpamPrec: 93.131%
+# Correctly non-spam: 17710 83.59%
+# Correctly spam: 42194 95.60%
+# False positives: 3476 16.41%
+# False negatives: 1940 4.40%
+# TCR(l=50): 0.251132 SpamRecall: 95.604% SpamPrec: 92.389%
# SUMMARY for threshold 3.0:
-# Correctly non-spam: 65210 96.54%
-# Correctly spam: 113863 95.62%
-# False positives: 2340 3.46%
-# False negatives: 5220 4.38%
-# TCR(l=50): 0.974333 SpamRecall: 95.617% SpamPrec: 97.986%
+# Correctly non-spam: 20077 94.77%
+# Correctly spam: 38630 87.53%
+# False positives: 1109 5.23%
+# False negatives: 5504 12.47%
+# TCR(l=50): 0.724054 SpamRecall: 87.529% SpamPrec: 97.209%
# SUMMARY for threshold 4.0:
-# Correctly non-spam: 66357 98.23%
-# Correctly spam: 111721 93.82%
-# False positives: 1193 1.77%
-# False negatives: 7362 6.18%
-# TCR(l=50): 1.777040 SpamRecall: 93.818% SpamPrec: 98.943%
+# Correctly non-spam: 20419 96.38%
+# Correctly spam: 37792 85.63%
+# False positives: 767 3.62%
+# False negatives: 6342 14.37%
+# TCR(l=50): 0.987515 SpamRecall: 85.630% SpamPrec: 98.011%
# SUMMARY for threshold 4.5:
-# Correctly non-spam: 66560 98.53%
-# Correctly spam: 110840 93.08%
-# False positives: 990 1.47%
-# False negatives: 8243 6.92%
-# TCR(l=50): 2.062293 SpamRecall: 93.078% SpamPrec: 99.115%
+# Correctly non-spam: 20747 97.93%
+# Correctly spam: 36967 83.76%
+# False positives: 439 2.07%
+# False negatives: 7167 16.24%
+# TCR(l=50): 1.515747 SpamRecall: 83.761% SpamPrec: 98.826%
# SUMMARY for threshold 5.5:
-# Correctly non-spam: 67268 99.58%
-# Correctly spam: 107716 90.45%
-# False positives: 282 0.42%
-# False negatives: 11367 9.55%
-# TCR(l=50): 4.675973 SpamRecall: 90.455% SpamPrec: 99.739%
+# Correctly non-spam: 21067 99.44%
+# Correctly spam: 31869 72.21%
+# False positives: 119 0.56%
+# False negatives: 12265 27.79%
+# TCR(l=50): 2.422948 SpamRecall: 72.210% SpamPrec: 99.628%
# SUMMARY for threshold 6.0:
-# Correctly non-spam: 67353 99.71%
-# Correctly spam: 106239 89.21%
-# False positives: 197 0.29%
-# False negatives: 12844 10.79%
-# TCR(l=50): 5.247334 SpamRecall: 89.214% SpamPrec: 99.815%
+# Correctly non-spam: 21097 99.58%
+# Correctly spam: 30898 70.01%
+# False positives: 89 0.42%
+# False negatives: 13236 29.99%
+# TCR(l=50): 2.495420 SpamRecall: 70.010% SpamPrec: 99.713%
# SUMMARY for threshold 6.5:
-# Correctly non-spam: 67419 99.81%
-# Correctly spam: 104012 87.34%
-# False positives: 131 0.19%
-# False negatives: 15071 12.66%
-# TCR(l=50): 5.507747 SpamRecall: 87.344% SpamPrec: 99.874%
+# Correctly non-spam: 21112 99.65%
+# Correctly spam: 30048 68.08%
+# False positives: 74 0.35%
+# False negatives: 14086 31.92%
+# TCR(l=50): 2.481390 SpamRecall: 68.084% SpamPrec: 99.754%
# SUMMARY for threshold 7.0:
-# Correctly non-spam: 67450 99.85%
-# Correctly spam: 102056 85.70%
-# False positives: 100 0.15%
-# False negatives: 17027 14.30%
-# TCR(l=50): 5.406229 SpamRecall: 85.702% SpamPrec: 99.902%
+# Correctly non-spam: 21143 99.80%
+# Correctly spam: 28781 65.21%
+# False positives: 43 0.20%
+# False negatives: 15353 34.79%
+# TCR(l=50): 2.521511 SpamRecall: 65.213% SpamPrec: 99.851%
# SUMMARY for threshold 8.0:
-# Correctly non-spam: 67519 99.95%
-# Correctly spam: 97807 82.13%
-# False positives: 31 0.05%
-# False negatives: 21276 17.87%
-# TCR(l=50): 5.216989 SpamRecall: 82.133% SpamPrec: 99.968%
+# Correctly non-spam: 21176 99.95%
+# Correctly spam: 24135 54.69%
+# False positives: 10 0.05%
+# False negatives: 19999 45.31%
+# TCR(l=50): 2.152983 SpamRecall: 54.686% SpamPrec: 99.959%
# SUMMARY for threshold 9.0:
-# Correctly non-spam: 67535 99.98%
-# Correctly spam: 91811 77.10%
-# False positives: 15 0.02%
-# False negatives: 27272 22.90%
-# TCR(l=50): 4.249625 SpamRecall: 77.098% SpamPrec: 99.984%
+# Correctly non-spam: 21183 99.99%
+# Correctly spam: 22017 49.89%
+# False positives: 3 0.01%
+# False negatives: 22117 50.11%
+# TCR(l=50): 1.982036 SpamRecall: 49.887% SpamPrec: 99.986%
# SUMMARY for threshold 10.0:
-# Correctly non-spam: 67540 99.99%
-# Correctly spam: 86292 72.46%
-# False positives: 10 0.01%
-# False negatives: 32791 27.54%
-# TCR(l=50): 3.577033 SpamRecall: 72.464% SpamPrec: 99.988%
+# Correctly non-spam: 21186 100.00%
+# Correctly spam: 19092 43.26%
+# False positives: 0 0.00%
+# False negatives: 25042 56.74%
+# TCR(l=50): 1.762399 SpamRecall: 43.259% SpamPrec: 100.000%
# SUMMARY for threshold 12.0:
-# Correctly non-spam: 67547 100.00%
-# Correctly spam: 74760 62.78%
-# False positives: 3 0.00%
-# False negatives: 44323 37.22%
-# TCR(l=50): 2.677647 SpamRecall: 62.780% SpamPrec: 99.996%
+# Correctly non-spam: 21186 100.00%
+# Correctly spam: 13604 30.82%
+# False positives: 0 0.00%
+# False negatives: 30530 69.18%
+# TCR(l=50): 1.445594 SpamRecall: 30.824% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
-# Correctly non-spam: 67549 100.00%
-# Correctly spam: 57844 48.57%
-# False positives: 1 0.00%
-# False negatives: 61239 51.43%
-# TCR(l=50): 1.942975 SpamRecall: 48.575% SpamPrec: 99.998%
+# Correctly non-spam: 21186 100.00%
+# Correctly spam: 7675 17.39%
+# False positives: 0 0.00%
+# False negatives: 36459 82.61%
+# TCR(l=50): 1.210510 SpamRecall: 17.390% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
-# Correctly non-spam: 67550 100.00%
-# Correctly spam: 48633 40.84%
+# Correctly non-spam: 21186 100.00%
+# Correctly spam: 5176 11.73%
# False positives: 0 0.00%
-# False negatives: 70450 59.16%
-# TCR(l=50): 1.690319 SpamRecall: 40.840% SpamPrec: 100.000%
+# False negatives: 38958 88.27%
+# TCR(l=50): 1.132861 SpamRecall: 11.728% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
-# Correctly non-spam: 67550 100.00%
-# Correctly spam: 37238 31.27%
+# Correctly non-spam: 21186 100.00%
+# Correctly spam: 1822 4.13%
# False positives: 0 0.00%
-# False negatives: 81845 68.73%
-# TCR(l=50): 1.454982 SpamRecall: 31.271% SpamPrec: 100.000%
+# False negatives: 42312 95.87%
+# TCR(l=50): 1.043061 SpamRecall: 4.128% SpamPrec: 100.000%
Test hit frequencies, for spam and ham corpora:
@@ -165,807 +165,834 @@
and the 'score' field should be ignored.)
OVERALL SPAM% HAM% S/O RANK SCORE NAME
- 0 953545 540903 0.638 0.00 0.00 (all messages)
-0.00000 63.8058 36.1942 0.638 0.00 0.00 (all messages as %)
- 9.376 14.6938 0.0000 1.000 1.00 4.37 RCVD_FORGED_WROTE
- 9.348 14.6504 0.0000 1.000 1.00 2.05 RCVD_FORGED_WROTE2
- 7.589 11.8932 0.0000 1.000 1.00 4.50 FH_MSGID_XXBLAH
- 9.647 15.1196 0.0007 1.000 1.00 4.50 L_SPAM_TOOL_13
- 6.458 10.1207 0.0004 1.000 0.99 4.50 HELO_LOCALHOST
- 3.682 5.7707 0.0000 1.000 0.98 2.96 HDR_ORDER_FTSDMCXX_BAT
- 8.141 12.7583 0.0024 1.000 0.98 0.00 HDR_ORDER_FTSDMCXX_001C
- 3.075 4.8195 0.0000 1.000 0.97 4.40 HELO_DYNAMIC_IPADDR2
- 5.597 8.7700 0.0022 1.000 0.97 4.40 HELO_DYNAMIC_IPADDR
- 2.497 3.9135 0.0000 1.000 0.97 4.40 FH_MSGID_000000
- 2.494 3.9091 0.0000 1.000 0.97 4.29 AXB_XMID_OEGOESNULL
- 2.434 3.8150 0.0000 1.000 0.96 4.30 AXB_XMID_1510
- 2.404 3.7669 0.0002 1.000 0.96 4.30 FM_DOESNT_SAY_STOCK
- 2.388 3.7427 0.0002 1.000 0.96 4.30 FB_SOFTTABS
- 2.136 3.3479 0.0000 1.000 0.95 2.63 TVD_QUAL_MEDS
- 2.183 3.4208 0.0002 1.000 0.95 0.00 LONG_TERM_PRICE
- 2.308 3.6177 0.0006 1.000 0.95 2.61 CTYPE_8SPACE_GIF
- 6.309 9.8851 0.0043 1.000 0.95 0.00 STOCK_IMG_CTYPE
- 2.228 3.4916 0.0006 1.000 0.95 0.54 SHORT_TERM_PRICE
- 6.387 10.0080 0.0044 1.000 0.95 0.00 STOCK_IMG_HDR_FROM
- 6.117 9.5847 0.0043 1.000 0.95 0.00 STOCK_IMG_HTML
- 1.988 3.1150 0.0002 1.000 0.95 0.30 STOCK_PRICES
- 1.839 2.8821 0.0000 1.000 0.95 4.30 HELO_DYNAMIC_HCC
- 1.711 2.6816 0.0000 1.000 0.95 4.20 MID_DEGREES
- 1.691 2.6496 0.0000 1.000 0.94 3.29 DRUG_ED_GENERIC
- 3.368 5.2767 0.0035 0.999 0.94 4.16 CURR_PRICE
- 4.705 7.3705 0.0052 0.999 0.94 4.20 DC_GIF_UNO_LARGO
- 1.395 2.1867 0.0000 1.000 0.94 4.20 HELO_DYNAMIC_SPLIT_IP
- 1.502 2.3533 0.0004 1.000 0.94 4.20 FM_LIKE_STOCKS
- 1.841 2.8845 0.0013 1.000 0.94 0.50 TVD_RCVD_IP
- 1.645 2.5773 0.0007 1.000 0.94 2.10 FH_HOST_EQ_VERIZON_P
- 1.523 2.3870 0.0007 1.000 0.93 4.20 TVD_ENVFROM_APOST
- 1.275 1.9988 0.0000 1.000 0.93 3.87 MIME_BOUND_DD_DIGITS
- 7.573 11.8656 0.0070 0.999 0.93 0.00 DYN_RDNS_AND_INLINE_IMAGE
- 4.481 7.0199 0.0054 0.999 0.93 4.20 TVD_STOCK1
- 2.679 4.1961 0.0044 0.999 0.93 0.00 STOCK_IMG_OUTLOOK
- 1.222 1.9151 0.0004 1.000 0.93 0.00 HELO_FRIEND
- 2.696 4.2234 0.0046 0.999 0.93 4.20 FORGED_MUA_OUTLOOK
- 1.331 2.0847 0.0009 1.000 0.93 0.00 DRUGS_ANXIETY_EREC
- 1.188 1.8616 0.0002 1.000 0.93 4.20 FM_XMAIL_F_OUT
- 1.176 1.8429 0.0000 1.000 0.93 4.20 MSGID_SPAM_CAPS
- 1.049 1.6439 0.0000 1.000 0.92 4.10 FH_HELO_EQ_610HEX
- 2.082 3.2607 0.0035 0.999 0.92 1.87 FM_RE_HELLO_SPAM
- 1.417 2.2190 0.0020 0.999 0.92 0.00 FORGED_OUTLOOK_HTML
- 2.164 3.3886 0.0041 0.999 0.92 0.00 DYN_RDNS_SHORT_HELO_IMAGE
- 1.000 1.5666 0.0007 1.000 0.91 0.24 FM_VIAGRA_SPAM1114
- 3.515 5.5052 0.0070 0.999 0.91 0.00 DC_IMAGE_SPAM_HTML
- 0.913 1.4301 0.0006 1.000 0.91 2.70 FB_YOUR_REFI
- 1.530 2.3954 0.0037 0.998 0.91 4.10 FH_HOST_ALMOST_IP
- 0.770 1.2073 0.0000 1.000 0.91 0.96 FH_HOST_EQ_DYNAMICIP
- 0.810 1.2685 0.0004 1.000 0.91 4.10 TVD_RCVD_IP4
- 0.680 1.0653 0.0000 1.000 0.90 4.00 FM_ROLEX_ADS
- 0.669 1.0483 0.0000 1.000 0.90 2.92 FROM_ILLEGAL_CHARS
- 0.641 1.0052 0.0000 1.000 0.90 3.22 FH_HELO_ALMOST_IP
- 0.722 1.1311 0.0007 0.999 0.90 2.30 TVD_VISIT_PHARMA
- 0.790 1.2376 0.0013 0.999 0.90 2.70 ONLINE_PHARMACY
- 4.025 6.3034 0.0098 0.998 0.89 0.80 SHORT_HELO_AND_INLINE_IMAGE
- 0.565 0.8856 0.0000 1.000 0.89 4.00 JM_RCVD_QMAILV1
- 0.708 1.1083 0.0017 0.999 0.89 4.00 FB_LETTERS_21B
- 0.556 0.8719 0.0000 1.000 0.89 4.00 HELO_DYNAMIC_DIALIN
- 6.904 10.8123 0.0141 0.999 0.88 0.00 FM_DDDD_TIMES_2
- 0.498 0.7805 0.0000 1.000 0.88 4.00 FB_ANA_TRIM
- 0.515 0.8068 0.0004 1.000 0.88 4.00 FB_REPLIC_CAP
- 0.601 0.9414 0.0015 0.998 0.88 1.89 FB_HG_H_CAP
- 1.198 1.8748 0.0055 0.997 0.88 0.80 FORGED_OUTLOOK_TAGS
- 0.469 0.7347 0.0000 1.000 0.88 1.20 MSGID_YAHOO_CAPS
- 0.479 0.7498 0.0004 1.000 0.88 0.00 FM_SEX_HELODDDD
- 0.817 1.2778 0.0037 0.997 0.88 3.11 HG_HORMONE
- 0.419 0.6565 0.0000 1.000 0.88 0.04 HS_BODY_UPLOADED_SOFTWARE
- 0.602 0.9429 0.0022 0.998 0.88 4.00 KAM_STOCKOTC
- 0.602 0.9421 0.0024 0.997 0.87 3.90 AXB_XMID_1212
- 0.382 0.5990 0.0000 1.000 0.87 3.90 RATWARE_RCVD_PF
- 0.747 1.1692 0.0037 0.997 0.87 0.80 HELO_LH_LD
- 0.374 0.5865 0.0000 1.000 0.87 3.90 FS_PHARMASUB2
- 0.387 0.6068 0.0006 0.999 0.87 1.23 FR_MIDER
- 1.664 2.6038 0.0087 0.997 0.87 0.00 DC_IMAGE_SPAM_TEXT
- 0.586 0.9174 0.0028 0.997 0.87 3.90 BASE64_LENGTH_79_INF
- 0.387 0.6059 0.0007 0.999 0.87 3.77 FU_MIDER
- 0.339 0.5319 0.0002 1.000 0.87 1.90 FRT_SYMBOL
- 0.338 0.5295 0.0000 1.000 0.87 3.90 FB_QUALITY_REPLICA
- 0.335 0.5254 0.0000 1.000 0.87 3.90 RCVD_DOUBLE_IP_SPAM
- 1.170 1.8304 0.0068 0.996 0.87 3.90 DATE_IN_FUTURE_96_XX
- 0.332 0.5205 0.0000 1.000 0.86 3.90 FH_MSGID_01C70XXX
- 1.197 1.8719 0.0078 0.996 0.86 2.40 RCVD_HELO_IP_MISMATCH
- 0.323 0.5067 0.0000 1.000 0.86 3.90 XMAILER_MIMEOLE_OL_8627E
- 3.053 4.7771 0.0142 0.997 0.86 2.55 HTML_IMAGE_ONLY_08
- 0.314 0.4924 0.0000 1.000 0.86 0.58 XMAILER_MIMEOLE_OL_465CD
- 2.674 4.1835 0.0141 0.997 0.86 2.60 TVD_FW_GRAPHIC_NAME_LONG
- 0.304 0.4757 0.0000 1.000 0.86 3.90 FU_URI_TRACKER_T
- 0.321 0.5032 0.0004 0.999 0.86 0.00 DRUGS_MANYKINDS
- 4.496 7.0376 0.0165 0.998 0.86 2.30 DYN_RDNS_SHORT_HELO_HTML
- 4.634 7.2534 0.0170 0.998 0.86 2.63 FB_CIALIS_LEO3
- 1.712 2.6779 0.0105 0.996 0.86 1.17 SUBJ_ILLEGAL_CHARS
- 1.739 2.7189 0.0107 0.996 0.86 2.80 DRUGS_STOCK_MIMEOLE
- 0.409 0.6396 0.0024 0.996 0.86 0.00 DRUGS_DIET
- 1.111 1.7372 0.0079 0.995 0.85 2.70 FRT_OFFER2
- 0.256 0.4018 0.0000 1.000 0.85 3.80 XMAILER_MIMEOLE_OL_22B61
- 0.266 0.4160 0.0002 1.000 0.85 2.06 DATE_SPAMWARE_Y2K
- 0.357 0.5584 0.0020 0.996 0.85 0.01 ADVANCE_FEE_4
- 4.600 7.1986 0.0187 0.997 0.85 2.30 CTYPE_001C_A
- 0.396 0.6191 0.0030 0.995 0.85 3.80 SUBJECT_FUZZY_MEDS
- 0.236 0.3702 0.0000 1.000 0.85 3.52 FS_REPLICAWATCH
- 0.540 0.8436 0.0046 0.995 0.85 3.10 FRT_VALIUM1
- 0.231 0.3616 0.0000 1.000 0.84 3.80 DIV_CENTER_A_HREF
- 0.382 0.5976 0.0033 0.994 0.84 2.39 FORGED_MSGID_YAHOO
- 0.225 0.3530 0.0000 1.000 0.84 2.23 FH_FAKE_RCVD_LINE
- 0.315 0.4929 0.0024 0.995 0.84 0.00 FRT_LEVITRA
- 0.228 0.3575 0.0004 0.999 0.84 2.80 FUZZY_SOFTWARE
- 0.254 0.3976 0.0015 0.996 0.84 2.60 HELO_LH_HOME
- 0.247 0.3867 0.0013 0.997 0.84 3.80 FRT_XANAX1
- 0.222 0.3485 0.0002 0.999 0.84 3.80 RATWARE_EFROM
- 0.219 0.3430 0.0000 1.000 0.84 3.80 HEAD_ILLEGAL_CHARS
- 0.217 0.3399 0.0000 1.000 0.84 3.80 FM_MANY_DRUG_WORDS
- 0.893 1.3944 0.0094 0.993 0.84 1.70 FM_RATSIGN_1106
- 0.644 1.0052 0.0072 0.993 0.83 3.80 FRT_PENIS1
- 2.461 3.8463 0.0187 0.995 0.83 2.45 HTML_SHORT_LINK_IMG_1
- 0.249 0.3893 0.0020 0.995 0.83 3.70 MSGID_RANDY
- 0.209 0.3269 0.0000 1.000 0.83 0.36 FH_HELO_EQ_CHARTER
- 0.375 0.5847 0.0048 0.992 0.83 3.70 FRT_PRICE
- 7.746 12.1248 0.0264 0.998 0.83 2.40 FH_HELO_EQ_D_D_D_D
- 0.650 1.0141 0.0083 0.992 0.83 1.61 DRUGS_ERECTILE_OBFU
- 0.279 0.0019 0.7667 0.002 0.83 -1.36 ALL_TRUSTED
- 0.329 0.5139 0.0043 0.992 0.83 1.90 FRT_VALIUM2
- 0.266 0.4148 0.0033 0.992 0.82 0.00 SUBJECT_DRUG_GAP_C
- 1.183 1.8475 0.0128 0.993 0.82 0.00 FM_SEX_HOSTDDDD
- 0.227 0.3544 0.0018 0.995 0.82 2.80 NULL_IN_BODY
- 0.200 0.3134 0.0002 0.999 0.82 3.70 BASE64_LENGTH_78_79
- 0.196 0.3072 0.0000 1.000 0.82 3.70 XMAILER_MIMEOLE_OL_BC7E6
- 0.341 0.5318 0.0050 0.991 0.82 3.10 TVD_FUZZY_SYMBOL
- 0.193 0.3028 0.0000 1.000 0.82 3.29 DOS_STOCK_BAT
- 0.238 0.3720 0.0028 0.993 0.82 3.70 MORE_SEX
- 0.229 0.3582 0.0024 0.993 0.82 2.80 FORGED_MUA_AOL_FROM
- 0.452 0.7047 0.0065 0.991 0.82 2.61 IMPOTENCE
- 0.187 0.2927 0.0000 1.000 0.82 3.70 FB_FHARMACY
- 0.198 0.3094 0.0007 0.998 0.82 3.70 FRT_STRONG1
- 1.408 2.1973 0.0157 0.993 0.82 3.70 DRUGS_ANXIETY
- 0.176 0.2751 0.0000 1.000 0.82 2.60 TVD_VIS_HIDDEN
- 0.231 0.3602 0.0031 0.991 0.82 0.33 DRUG_ED_CAPS
- 0.175 0.2743 0.0000 1.000 0.82 0.97 FH_BAD_OEV1441
- 0.228 0.3557 0.0030 0.992 0.82 2.50 HTML_IMAGE_ONLY_04
- 0.175 0.2737 0.0000 1.000 0.82 1.41 XMAILER_MIMEOLE_OL_72641
- 0.197 0.3079 0.0013 0.996 0.81 3.60 FU_END_ET
- 0.474 0.7386 0.0079 0.989 0.81 2.38 ADVANCE_FEE_3
- 0.444 0.6919 0.0078 0.989 0.81 2.80 TVD_SPACED_SUBJECT_WORD3
- 0.169 0.2644 0.0000 1.000 0.81 2.08 FH_DATE_PAST_20XX
- 2.363 3.6906 0.0216 0.994 0.81 1.70 OUTLOOK_3416
- 0.171 0.2673 0.0006 0.998 0.81 3.60 FH_HELO_ENDS_DOT
- 0.824 1.2847 0.0128 0.990 0.81 0.00 DRUGS_MUSCLE
- 0.213 0.3321 0.0028 0.992 0.81 3.60 STRONG_BUY
- 0.164 0.2567 0.0000 1.000 0.81 3.60 FB_INDEPEND_RWD
- 0.162 0.2534 0.0000 1.000 0.81 2.25 FH_RE_NEW_DDD
- 0.173 0.2703 0.0011 0.996 0.80 2.84 X_IP
- 0.158 0.2473 0.0000 1.000 0.80 3.60 FB_REF_CODE_SPACE
- 0.156 0.2442 0.0000 1.000 0.80 3.60 HELO_DYNAMIC_CHELLO_NL
- 2.515 3.9269 0.0259 0.993 0.80 2.38 TVD_FW_GRAPHIC_NAME_MID
- 0.156 0.2438 0.0000 1.000 0.80 0.00 HS_UPLOADED_SOFTWARE
- 0.156 0.2438 0.0000 1.000 0.80 1.18 FS_NEW_SOFT_UPLOAD
- 0.156 0.2438 0.0000 1.000 0.80 1.12 HS_SUBJ_NEW_SOFTWARE
- 1.027 1.6003 0.0163 0.990 0.80 0.15 HTML_SHORT_LINK_IMG_2
- 0.153 0.2398 0.0002 0.999 0.80 3.60 FB_DOUBLE_0WORDS
- 0.146 0.2289 0.0000 1.000 0.80 1.75 XMAILER_MIMEOLE_OL_ADFF7
- 0.156 0.2441 0.0004 0.998 0.80 3.60 FM_LUX_GIFTS_REDUCED
- 2.952 4.6119 0.0270 0.994 0.80 3.60 FB_GET_MEDS
- 0.145 0.2266 0.0000 1.000 0.80 2.42 XMAILER_MIMEOLE_OL_B4B40
- 0.146 0.2282 0.0002 0.999 0.80 3.60 TVD_FLOAT_GENERAL
- 0.144 0.2261 0.0000 1.000 0.80 3.60 XMAILER_MIMEOLE_OL_4EEDB
- 0.144 0.2252 0.0000 1.000 0.80 0.66 XMAILER_MIMEOLE_OL_015D5
- 0.231 0.3592 0.0054 0.985 0.80 0.00 REPTO_QUOTE_AOL
- 0.143 0.2242 0.0000 1.000 0.80 1.42 XMAILER_MIMEOLE_OL_F475E
- 0.143 0.2240 0.0000 1.000 0.79 0.54 XMAILER_MIMEOLE_OL_4BF4C
- 0.143 0.2240 0.0000 1.000 0.79 2.38 XMAILER_MIMEOLE_OL_FF5C8
- 0.142 0.2226 0.0000 1.000 0.79 0.41 XMAILER_MIMEOLE_OL_812FF
- 0.142 0.2221 0.0000 1.000 0.79 1.48 XMAILER_MIMEOLE_OL_CF0C0
- 0.141 0.2207 0.0000 1.000 0.79 2.54 XMAILER_MIMEOLE_OL_C65FA
- 0.140 0.2197 0.0000 1.000 0.79 3.60 XMAILER_MIMEOLE_OL_58CB5
- 0.140 0.2192 0.0000 1.000 0.79 3.60 XMAILER_MIMEOLE_OL_25340
- 0.139 0.2180 0.0000 1.000 0.79 0.76 XMAILER_MIMEOLE_OL_07794
- 0.138 0.2170 0.0000 1.000 0.79 0.86 XMAILER_MIMEOLE_OL_6554A
- 0.243 0.3772 0.0068 0.982 0.79 1.70 XMAILER_MIMEOLE_OL_3AC1D
- 0.145 0.2263 0.0011 0.995 0.79 3.60 XMAILER_MIMEOLE_OL_3857F
- 0.140 0.2189 0.0002 0.999 0.79 3.60 FORGED_MUA_OIMO
- 0.138 0.2168 0.0000 1.000 0.79 1.08 XMAILER_MIMEOLE_OL_B30D1
- 0.138 0.2166 0.0000 1.000 0.79 1.16 XMAILER_MIMEOLE_OL_F3B05
- 0.138 0.2164 0.0000 1.000 0.79 0.82 XMAILER_MIMEOLE_OL_4F240
- 0.215 0.3339 0.0055 0.984 0.78 3.60 DATE_IN_FUTURE_24_48
- 0.138 0.2159 0.0000 1.000 0.78 2.90 XMAILER_MIMEOLE_OL_9B90B
- 0.138 0.2156 0.0000 1.000 0.78 1.63 XMAILER_MIMEOLE_OL_5B79A
- 0.135 0.2121 0.0000 1.000 0.78 2.96 TVD_SECTION
- 0.213 0.3308 0.0055 0.984 0.78 2.70 SUBJ_BUY
- 0.918 1.4275 0.0192 0.987 0.78 2.04 RATWARE_MS_HASH
- 0.134 0.2107 0.0000 1.000 0.78 3.50 FAKE_OUTBLAZE_RCVD
- 0.134 0.2103 0.0000 1.000 0.78 3.29 XMAILER_MIMEOLE_OL_F6D01
- 0.165 0.2575 0.0033 0.987 0.78 1.40 JOIN_MILLIONS
- 0.128 0.2010 0.0000 1.000 0.78 3.50 X_MESSAGE_INFO
- 0.127 0.1997 0.0000 1.000 0.78 2.44 DRUGS_SLEEP_EREC
- 0.213 0.3306 0.0063 0.981 0.78 3.02 REPTO_OVERQUOTE_THEBAT
- 0.127 0.1988 0.0000 1.000 0.78 3.50 XMAILER_MIMEOLE_OL_B9B11
- 0.129 0.2025 0.0004 0.998 0.78 0.00 FRT_XANAX2
- 0.126 0.1976 0.0000 1.000 0.77 2.30 FB_ODD_SPACED_MONEY
- 0.189 0.2936 0.0054 0.982 0.77 2.52 FRT_TODAY2
- 0.122 0.1908 0.0000 1.000 0.77 3.50 HELO_DYNAMIC_HOME_NL
- 0.188 0.2919 0.0055 0.981 0.77 2.84 SPOOF_COM2OTH
- 0.139 0.2161 0.0017 0.992 0.77 2.27 TVD_ACT_193
- 0.204 0.3161 0.0063 0.981 0.77 3.50 BAD_ENC_HEADER
- 0.172 0.2666 0.0048 0.982 0.77 2.39 MILLION_USD
- 0.186 0.2891 0.0055 0.981 0.77 2.80 UNRESOLVED_TEMPLATE
- 0.240 0.3717 0.0092 0.976 0.77 2.19 SB_GIF_AND_NO_URIS
- 0.115 0.1801 0.0000 1.000 0.77 1.66 FORGED_IMS_HTML
- 2.476 3.8626 0.0312 0.992 0.77 2.30 HELO_DYNAMIC_DHCP
- 0.109 0.1710 0.0000 1.000 0.76 0.00 FUZZY_MERIDIA
- 0.109 0.1708 0.0000 1.000 0.76 3.40 XMAILER_MIMEOLE_OL_A50F8
- 0.111 0.1732 0.0004 0.998 0.76 3.40 HEADER_SPAM
- 0.105 0.1646 0.0002 0.999 0.76 3.36 MIME_BAD_ISO_CHARSET
- 0.102 0.1606 0.0000 1.000 0.76 3.40 FB_GAPPY_ADDRESS
- 0.102 0.1595 0.0000 1.000 0.76 3.40 REPLICA_WATCH
- 6.045 9.4486 0.0440 0.995 0.76 0.00 PART_CID_STOCK_LESS
- 0.158 0.2452 0.0052 0.979 0.76 3.40 FUZZY_XPILL
- 0.368 0.5684 0.0150 0.974 0.76 2.40 UPPERCASE_75_100
- 0.100 0.1564 0.0000 1.000 0.76 1.76 XMAILER_MIMEOLE_OL_C9068
- 0.774 1.2013 0.0218 0.982 0.76 0.00 BAYES_95
- 0.463 0.7161 0.0170 0.977 0.75 2.70 HTTP_EXCESSIVE_ESCAPES
- 0.094 0.1478 0.0000 1.000 0.75 2.67 RATWARE_EGROUPS
- 0.131 0.2035 0.0031 0.985 0.75 0.01 FS_NEW_XXX
- 0.092 0.1443 0.0000 1.000 0.75 2.57 NO_PRESCRIPTION
- 0.101 0.1574 0.0007 0.995 0.75 0.00 FS_TIP_DDD
- 0.091 0.1422 0.0000 1.000 0.75 3.40 FB_INCREASE_YOUR
- 0.095 0.1490 0.0006 0.996 0.75 0.12 MIME_BOUND_EQ_REL
- 0.089 0.1394 0.0002 0.999 0.74 3.30 FUZZY_MORTGAGE
- 0.105 0.1640 0.0020 0.988 0.74 2.40 FR_ALMOST_VIAG2
- 2.215 3.4506 0.0368 0.989 0.74 2.65 HTML_IMAGE_ONLY_16
- 0.086 0.1349 0.0000 1.000 0.74 0.58 RATWARE_OE_MALFORMED
- 0.105 0.1633 0.0022 0.987 0.74 2.51 DRUG_DOSAGE
- 0.090 0.1400 0.0007 0.995 0.74 3.30 FUZZY_OFFERS
- 0.485 0.7488 0.0205 0.973 0.74 2.23 SPF_HELO_NEUTRAL
- 0.083 0.1293 0.0000 1.000 0.74 1.68 FS_OBFU_PRMCY
- 0.082 0.1290 0.0000 1.000 0.74 1.87 FORGED_MUA_THEBAT_BOUN
- 0.081 0.1267 0.0000 1.000 0.74 2.80 FORGED_THEBAT_HTML
- 0.080 0.1262 0.0000 1.000 0.74 3.30 HELO_OEM
- 0.080 0.1252 0.0000 1.000 0.73 2.62 FORGED_IMS_TAGS
- 5.639 8.8080 0.0534 0.994 0.73 2.10 RCVD_BAD_ID
- 4.870 7.6022 0.0527 0.993 0.73 2.37 DRUGS_ERECTILE
- 0.079 0.1244 0.0000 1.000 0.73 1.41 STOX_AND_PRICE
- 0.089 0.1385 0.0013 0.991 0.73 3.30 FU_UKGEOCITIES
- 0.085 0.0005 0.2346 0.002 0.73 -0.00 NO_RELAYS
- 0.099 0.1535 0.0026 0.983 0.73 3.30 SUBJECT_FUZZY_VPILL
- 0.078 0.1230 0.0000 1.000 0.73 3.09 FB_NO_SCRIP_NEEDED
- 0.078 0.1230 0.0000 1.000 0.73 3.30 FS_WILL_HELP
- 0.075 0.0000 0.2084 0.000 0.73 -7.50 USER_IN_DEF_SPF_WL
- 0.092 0.1426 0.0022 0.985 0.73 0.00 FROM_LOCAL_DIGITS
- 0.137 0.2115 0.0059 0.973 0.73 2.60 FROM_LOCAL_HEX
- 0.220 0.3379 0.0129 0.963 0.73 1.80 BODY_ENHANCEMENT
- 1.204 1.8683 0.0318 0.983 0.73 0.30 HTML_SHORT_LINK_IMG_3
- 1.157 1.7950 0.0311 0.983 0.73 3.30 DATE_IN_FUTURE_12_24
- 10.596 16.5710 0.0629 0.996 0.73 2.40 PART_CID_STOCK
- 0.073 0.1148 0.0000 1.000 0.73 3.30 MSGID_DOLLARS_RANDOM
- 58.454 91.5707 0.0741 0.999 0.73 0.00 BAYES_99
- 0.074 0.1154 0.0002 0.998 0.72 0.00 TT_OBSCURED_VIAGRA
- 0.071 0.1118 0.0000 1.000 0.72 0.34 FB_EMAIL_HIER
- 12.300 19.2389 0.0677 0.996 0.72 3.30 FH_MSGID_01C67
- 2.324 3.6169 0.0447 0.988 0.72 2.30 DATE_IN_FUTURE_03_06
- 1.074 1.6658 0.0320 0.981 0.72 3.30 SPAMMY_XMAILER
- 0.072 0.1127 0.0004 0.997 0.72 2.62 PERCENT_RANDOM
- 0.071 0.1116 0.0002 0.998 0.72 2.20 FB_IMPRESS_GIRL
- 0.082 0.1269 0.0018 0.986 0.72 2.28 FM_SCHOOLING
- 0.068 0.1062 0.0000 1.000 0.72 3.20 AXB_XR_STULDAP
- 0.067 0.1043 0.0000 1.000 0.72 1.84 FORGED_AOL_TAGS
- 0.078 0.1222 0.0015 0.988 0.72 3.20 DATE_IN_FUTURE_48_96
- 0.097 0.1492 0.0041 0.973 0.72 0.61 REPTO_QUOTE_IMS
- 0.068 0.1068 0.0004 0.997 0.72 3.20 FM_MULTI_LUX_GIFTS
- 0.091 0.1405 0.0035 0.976 0.72 2.92 SORTED_RECIPS
- 0.093 0.1430 0.0039 0.974 0.72 2.60 HTML_OBFUSCATE_10_20
- 0.065 0.1021 0.0002 0.998 0.72 3.20 FM_FAKE_HELO_VERIZON
- 0.064 0.1010 0.0000 1.000 0.72 3.20 FU_ENDS_NUMS_DOTS_CLK
- 0.092 0.1418 0.0037 0.975 0.72 3.20 SUSPICIOUS_RECIPS
- 0.084 0.1297 0.0028 0.979 0.72 2.21 FROM_BLANK_NAME
- 0.064 0.1005 0.0000 1.000 0.71 1.93 FORGED_QUALCOMM_TAGS
- 2.353 3.6611 0.0479 0.987 0.71 3.20 FROM_LOCAL_NOVOWEL
- 0.263 0.4003 0.0202 0.952 0.71 0.00 FUZZY_VLIUM
- 0.084 0.1296 0.0030 0.978 0.71 0.34 XMAILER_MIMEOLE_OL_C7C33
- 0.081 0.1250 0.0024 0.981 0.71 2.05 DC_PNG_UNO_LARGO
- 0.062 0.0978 0.0000 1.000 0.71 3.20 FAKE_HELO_MAIL_COM_DOM
- 0.488 0.7497 0.0270 0.965 0.71 3.20 RCVD_ILLEGAL_IP
- 0.061 0.0951 0.0000 1.000 0.71 3.20 HTTP_77
- 0.097 0.1486 0.0048 0.969 0.71 1.04 HTML_EXTRA_CLOSE
- 0.105 0.1616 0.0057 0.966 0.71 2.72 URI_NO_WWW_INFO_CGI
- 0.120 0.1837 0.0070 0.963 0.71 3.20 LONGWORDS
- 0.062 0.0976 0.0006 0.994 0.71 3.20 FH_MSGID_XXX
- 0.059 0.0924 0.0002 0.998 0.71 3.20 LOTTERY_1
- 0.059 0.0918 0.0000 1.000 0.71 1.08 RCVD_MAIL_COM
- 0.978 1.5118 0.0370 0.976 0.71 2.95 DATE_IN_PAST_96_XX
- 0.057 0.0888 0.0000 1.000 0.70 3.20 TVD_SUBJ_OWE
- 0.060 0.0942 0.0007 0.992 0.70 3.20 DEAR_WINNER
- 0.057 0.0890 0.0002 0.998 0.70 3.20 HTML_OBFUSCATE_20_30
- 1.889 2.9328 0.0488 0.984 0.70 2.55 HTML_IMAGE_ONLY_12
- 32.253 0.0492 89.0248 0.001 0.70 0.00 BAYES_00
- 0.058 0.0909 0.0004 0.996 0.70 3.10 UNCLAIMED_MONEY
- 1.938 3.0090 0.0495 0.984 0.70 2.31 SUBJECT_NEEDS_ENCODING
- 0.808 1.2468 0.0335 0.974 0.70 2.80 TVD_FINGER_02
- 0.065 0.1016 0.0017 0.984 0.70 3.20 FRT_SEXUAL
- 0.055 0.0861 0.0000 1.000 0.70 2.75 XMAILER_MIMEOLE_OL_91287
- 0.055 0.0861 0.0000 1.000 0.70 0.27 XMAILER_MIMEOLE_OL_EF20B
- 0.055 0.0860 0.0000 1.000 0.70 1.75 FAKE_HELO_MAIL_COM
- 0.055 0.0865 0.0002 0.998 0.70 3.10 FM_FRM_RN_L_BRACK
- 0.054 0.0851 0.0000 1.000 0.70 2.56 DEAR_HOMEOWNER
- 0.104 0.1594 0.0067 0.960 0.70 2.14 TVD_RATWARE_MSGID_02
- 0.053 0.0825 0.0000 1.000 0.70 3.10 FB_HEY_BRO_COMMA
- 0.064 0.0998 0.0018 0.982 0.70 3.10 SUBJECT_FUZZY_PENIS
- 0.052 0.0820 0.0000 1.000 0.70 0.43 FB_ANUI
- 0.134 0.2052 0.0098 0.954 0.70 1.43 FORGED_MUA_IMS
- 0.580 0.0174 1.5724 0.011 0.70 0.00 BAYES_05
- 0.054 0.0848 0.0004 0.996 0.70 3.10 BANKING_LAWS
- 0.052 0.0813 0.0000 1.000 0.70 1.14 XMAILER_MIMEOLE_OL_7533E
- 0.052 0.0811 0.0000 1.000 0.70 3.10 HELO_DYNAMIC_HEXIP
- 0.059 0.0921 0.0013 0.986 0.70 2.80 FUZZY_PRICES
- 0.056 0.0880 0.0009 0.990 0.69 1.30 FRT_STRONG2
- 0.218 0.3300 0.0194 0.944 0.69 0.64 HTML_OBFUSCATE_05_10
- 0.051 0.0798 0.0000 1.000 0.69 3.10 URI_L_PHP
- 3.477 5.4118 0.0675 0.988 0.69 3.13 FAKE_REPLY_C
- 0.049 0.0772 0.0000 1.000 0.69 2.61 FM_MORTGAGE5PLUS
- 0.051 0.0804 0.0004 0.995 0.69 3.10 HEADER_COUNT_SUBJECT
- 0.103 0.1565 0.0076 0.954 0.69 2.86 RATWARE_OUTLOOK_NONAME
- 0.049 0.0770 0.0000 1.000 0.69 3.10 FM_FAKE_53COM_SPOOF
- 1.133 1.7498 0.0446 0.975 0.69 3.10 DATE_IN_FUTURE_06_12
- 0.212 0.3209 0.0198 0.942 0.69 1.66 BODY_ENHANCEMENT2
- 0.048 0.0753 0.0000 1.000 0.69 2.69 FB_SPACEY_ZIP
- 0.047 0.0737 0.0000 1.000 0.69 3.10 YOUR_CRD_RATING
- 2.601 4.0408 0.0632 0.985 0.69 2.40 HTML_IMAGE_ONLY_20
- 0.047 0.0731 0.0000 1.000 0.69 3.10 KOREAN_UCE_SUBJECT
- 0.048 0.0751 0.0002 0.998 0.69 3.10 FB_ALMOST_SEX
- 0.897 1.3816 0.0438 0.969 0.69 2.60 BAD_CREDIT
- 0.061 0.0935 0.0026 0.973 0.69 0.00 SPOOF_COM2COM
- 0.167 0.2532 0.0157 0.942 0.69 2.50 HTML_TAG_BALANCE_HEAD
- 0.088 0.1336 0.0063 0.955 0.69 2.86 MSGID_SPAM_LETTERS
- 0.046 0.0725 0.0004 0.995 0.68 1.23 FB_EXTRA_INCHES
- 0.053 0.0827 0.0018 0.978 0.68 3.10 FRT_ROLEX
- 0.043 0.0679 0.0000 1.000 0.68 2.84 TVD_RATWARE_CB
- 0.048 0.0751 0.0009 0.988 0.68 1.95 FH_DATE_IS_19XX
- 0.044 0.0689 0.0002 0.997 0.68 2.72 FM_SCHOOL_DIPLOMA
- 0.043 0.0673 0.0000 1.000 0.68 2.69 TVD_PP_PHISH
- 0.043 0.0667 0.0000 1.000 0.68 3.10 FB_TO_STOP_DISTRO
- 0.050 0.0770 0.0013 0.983 0.68 2.70 HEADER_COUNT_CTYPE
- 0.042 0.0666 0.0000 1.000 0.68 3.10 JM_TORA_XM
- 0.042 0.0664 0.0000 1.000 0.68 3.10 FM_SCHOOL_TYPES
- 0.824 1.2667 0.0444 0.966 0.68 0.00 BAYES_80
- 0.042 0.0655 0.0000 1.000 0.68 3.10 FB_NOT_SCHOOL
- 0.045 0.0699 0.0007 0.990 0.68 3.10 FS_START_DOYOU2
- 0.044 0.0691 0.0007 0.989 0.68 0.00 EMPTY_MESSAGE
- 0.041 0.0648 0.0000 1.000 0.68 1.43 FS_NO_SCRIP
- 0.044 0.0685 0.0007 0.989 0.68 2.53 FRT_WEIGHT2
- 0.046 0.0711 0.0011 0.985 0.67 2.79 URI_UNSUBSCRIBE
- 0.041 0.0638 0.0004 0.994 0.67 0.31 FUZZY_MEDICATION
- 0.171 0.2568 0.0194 0.930 0.67 2.10 GAPPY_SUBJECT
- 0.039 0.0610 0.0000 1.000 0.67 3.00 XMAILER_MIMEOLE_OL_D03AB
- 0.056 0.0852 0.0033 0.962 0.67 3.00 FROM_DOMAIN_NOVOWEL
- 0.039 0.0605 0.0000 1.000 0.67 1.08 FS_RAMROD
- 0.041 0.0636 0.0006 0.991 0.67 2.70 TVD_PH_REC
- 0.039 0.0608 0.0002 0.997 0.67 1.17 FB_MORE_SIZE
- 0.038 0.0000 0.1057 0.000 0.67 -7.50 ENV_AND_HDR_SPF_MATCH
- 0.041 0.0633 0.0006 0.991 0.67 2.70 TVD_EB_PHISH
- 0.114 0.1715 0.0116 0.936 0.67 2.70 FORGED_MUA_EUDORA
- 1.884 2.9151 0.0654 0.978 0.67 0.00 APOSTROPHE_FROM
- 0.037 0.0578 0.0000 1.000 0.67 3.00 FB_ADD_INCHES
- 0.042 0.0655 0.0013 0.981 0.67 3.00 FH_FROM_CASH
- 0.037 0.0579 0.0002 0.997 0.66 0.00 DRUGS_ANXIETY_OBFU
- 0.039 0.0606 0.0007 0.988 0.66 3.00 FRT_DISCOUNT
- 0.520 0.7922 0.0405 0.951 0.66 0.13 HTML_FONT_LOW_CONTRAST
- 0.061 0.0923 0.0050 0.949 0.66 3.00 TVD_APPROVED
- 0.075 0.1133 0.0070 0.942 0.66 0.00 INVESTMENT_ADVICE
- 0.035 0.0546 0.0000 1.000 0.66 3.00 FUZZY_PHARMACY
- 0.035 0.0544 0.0000 1.000 0.66 3.00 FB_LOWER_PAYM
- 0.034 0.0537 0.0000 1.000 0.66 2.74 FORGED_MSGID_HOTMAIL
- 0.034 0.0534 0.0000 1.000 0.66 3.00 FB_ULTRA_ALLURE
- 0.712 1.0884 0.0473 0.958 0.66 3.00 INVALID_MSGID
- 13.439 20.9885 0.1307 0.994 0.66 1.00 EXTRA_MPART_TYPE
- 0.084 0.1267 0.0092 0.932 0.66 2.38 NA_DOLLARS
- 0.033 0.0523 0.0000 1.000 0.66 2.35 HS_DRUG_DOLLAR_3
- 0.033 0.0523 0.0000 1.000 0.66 3.00 FS_EJACULA
- 0.033 0.0518 0.0000 1.000 0.66 2.69 UNCLOSED_BRACKET
- 0.047 0.0720 0.0033 0.956 0.66 0.00 FRT_BIGGERMEM1
- 0.133 0.1989 0.0163 0.924 0.65 3.00 TVD_RCVD_SINGLE
- 0.052 0.0796 0.0044 0.947 0.65 2.77 REPTO_QUOTE_MSN
- 0.033 0.0510 0.0000 1.000 0.65 1.03 HS_DRUG_DOLLAR_1
- 0.044 0.0668 0.0030 0.958 0.65 3.00 TVD_PH_SUBJ_ACCOUNTS_POST
- 0.032 0.0502 0.0000 1.000 0.65 2.40 HS_DRUG_DOLLAR_MANY
- 0.035 0.0547 0.0011 0.980 0.65 0.00 DRUG_ED_SILD
- 0.038 0.0586 0.0017 0.972 0.65 3.00 FS_LARGE_PERCENT2
- 0.048 0.0727 0.0039 0.949 0.65 3.00 EXCUSE_REMOVE
- 0.299 0.4502 0.0333 0.931 0.65 1.98 FORGED_MUA_THEBAT_CS
- 0.118 0.1758 0.0152 0.921 0.65 1.68 HTML_COMMENT_SAVED_URL
- 0.032 0.0497 0.0002 0.996 0.65 0.20 INVALID_DATE_TZ_ABSURD
- 0.035 0.0541 0.0011 0.980 0.65 2.90 SPOOF_NET2COM
- 0.039 0.0591 0.0022 0.964 0.65 0.00 FS_CHEAP_CAP
- 0.038 0.0586 0.0022 0.964 0.65 0.00 KAM_STOCKTIP15
- 0.032 0.0501 0.0007 0.985 0.65 2.50 FRT_GUARANTEE1
- 0.029 0.0459 0.0000 1.000 0.65 2.90 FB_SPACED_PHN_3B
- 0.029 0.0458 0.0000 1.000 0.65 2.90 XMAILER_MIMEOLE_OL_8E893
- 0.033 0.0511 0.0015 0.972 0.64 2.90 STOCK_ALERT
- 0.032 0.0501 0.0013 0.975 0.64 2.50 FUZZY_GUARANTEE
- 0.029 0.0447 0.0002 0.996 0.64 2.90 MIME_BOUND_DIGITS_15
- 1.906 2.9402 0.0823 0.973 0.64 0.00 MIME_HTML_ONLY_MULTI
- 2.435 3.7657 0.0904 0.977 0.64 2.30 INVALID_DATE
- 0.663 0.0313 1.7761 0.017 0.64 0.00 BAYES_20
- 7.010 10.9120 0.1316 0.988 0.64 0.10 FH_HOST_EQ_D_D_D_DB
- 0.028 0.0432 0.0000 1.000 0.64 2.70 HTTPS_IP_MISMATCH
- 0.028 0.0432 0.0000 1.000 0.64 2.90 TVD_SUBJ_WIPE_DEBT
- 0.031 0.0481 0.0011 0.977 0.64 2.90 SUBJ_YOUR_DEBT
- 0.416 0.6265 0.0451 0.933 0.64 2.80 FS_REPLICA
- 0.048 0.0714 0.0054 0.930 0.64 2.90 MSGID_OUTLOOK_INVALID
- 0.026 0.0410 0.0000 1.000 0.64 1.28 FH_MSGID_REPLACE
- 0.026 0.0410 0.0000 1.000 0.64 1.25 FH_XMAIL_REPLACE
- 0.894 1.3655 0.0630 0.956 0.64 2.90 URI_NOVOWEL
- 0.068 0.1009 0.0092 0.916 0.64 2.79 RCVD_FAKE_HELO_DOTCOM
- 0.026 0.0000 0.0706 0.000 0.64 -15.00 USER_IN_DEF_WHITELIST
- 1.312 2.0119 0.0782 0.963 0.64 0.00 MISSING_MIMEOLE
- 0.025 0.0397 0.0000 1.000 0.64 2.90 XMAILER_MIMEOLE_OL_32D97
- 0.073 0.1086 0.0102 0.914 0.64 0.57 GUARANTEED_100_PERCENT
- 0.708 1.0755 0.0590 0.948 0.64 2.70 MIME_BASE64_TEXT
- 0.200 0.2963 0.0294 0.910 0.64 2.90 MPART_ALT_DIFF_COUNT
- 0.031 0.0478 0.0017 0.966 0.63 2.90 SUBJECT_SEXUAL
- 0.025 0.0388 0.0000 1.000 0.63 1.75 FORGED_MSGID_MSN
- 2.415 3.7319 0.0926 0.976 0.63 2.40 HTML_IMAGE_ONLY_24
- 0.024 0.0384 0.0000 1.000 0.63 1.53 RCVD_AM_PM
- 0.025 0.0385 0.0002 0.995 0.63 2.80 FUZZY_MONEY
- 0.035 0.0533 0.0030 0.947 0.63 2.70 X_LIBRARY
- 0.076 0.1121 0.0111 0.910 0.63 1.22 MSGID_MULTIPLE_AT
- 0.641 0.9712 0.0590 0.943 0.63 1.95 FORGED_HOTMAIL_RCVD2
- 0.180 0.2651 0.0288 0.902 0.63 0.00 RCVD_DOUBLE_IP_LOOSE
- 0.023 0.0361 0.0000 1.000 0.63 2.80 XMAILER_MIMEOLE_OL_1ECD5
- 0.130 0.1922 0.0207 0.903 0.63 2.38 URG_BIZ
- 0.029 0.0438 0.0017 0.963 0.63 2.80 SUBJ_YOUR_FAMILY
- 0.023 0.0359 0.0000 1.000 0.63 2.80 HS_FORGED_OE_FW
- 0.024 0.0378 0.0006 0.986 0.63 2.80 FRT_REFINANCE1
- 0.023 0.0354 0.0000 1.000 0.63 0.58 XMAILER_MIMEOLE_OL_09BB4
- 0.025 0.0385 0.0009 0.977 0.63 2.62 TVD_PH_SUBJ_URGENT
- 0.022 0.0351 0.0000 1.000 0.62 2.49 FB_HOMELOAN
- 0.022 0.0348 0.0000 1.000 0.62 0.00 XMAILER_MIMEOLE_OL_4B815
- 2.691 4.1487 0.1224 0.971 0.62 2.90 TVD_SPACE_RATIO
- 0.037 0.0556 0.0046 0.923 0.62 0.00 MIME_BOUND_MANY_HEX
- 0.022 0.0344 0.0000 1.000 0.62 2.40 XMAILER_MIMEOLE_OL_83BF7
- 0.022 0.0342 0.0000 1.000 0.62 2.20 VIA_GAP_GRA
- 0.026 0.0392 0.0015 0.964 0.62 2.80 CUM_SHOT
- 0.022 0.0341 0.0000 1.000 0.62 0.30 HS_DRUG_DOLLAR_2
- 0.022 0.0340 0.0000 1.000 0.62 2.37 XMAILER_MIMEOLE_OL_CAC8F
- 6.612 10.2586 0.1840 0.982 0.62 0.00 DC_IMG_HTML_RATIO
- 0.021 0.0337 0.0000 1.000 0.62 2.80 FB_C0MPANY
- 0.022 0.0346 0.0004 0.989 0.62 2.80 FUZZY_OBLIGATION
- 0.021 0.0335 0.0000 1.000 0.62 1.20 XMAILER_MIMEOLE_OL_20C99
- 0.041 0.0606 0.0057 0.914 0.62 0.94 MONEY_BACK
- 0.025 0.0383 0.0015 0.963 0.62 2.80 FS_LOW_RATES
- 0.021 0.0331 0.0000 1.000 0.62 2.80 FH_FROM_GIVEAWAY
- 0.022 0.0344 0.0006 0.984 0.62 2.53 SUBJECT_DIET
- 0.021 0.0332 0.0002 0.994 0.62 1.05 SUBJECT_DRUG_GAP_L
- 0.021 0.0328 0.0000 1.000 0.62 0.51 XMAILER_MIMEOLE_OL_3D61D
- 0.021 0.0328 0.0000 1.000 0.62 0.00 TT_MSGID_TRUNC
- 0.227 0.3335 0.0383 0.897 0.62 1.90 LOW_PRICE
- 0.069 0.1015 0.0124 0.891 0.62 2.80 WEIRD_QUOTING
- 0.020 0.0320 0.0000 1.000 0.62 1.55 XMAILER_MIMEOLE_OL_A842E
- 0.352 0.5225 0.0507 0.912 0.62 0.80 HTML_FONT_SIZE_HUGE
- 0.021 0.0327 0.0002 0.994 0.62 0.00 HTML_SHORT_CENTER
- 0.242 0.3552 0.0420 0.894 0.61 2.80 DEAR_SOMETHING
- 0.039 0.0573 0.0057 0.909 0.61 2.53 FUZZY_ERECT
- 0.020 0.0311 0.0000 1.000 0.61 1.92 RATWARE_RCVD_AT
- 0.152 0.2220 0.0283 0.887 0.61 2.80 SUBJ_RE_NUM
- 0.020 0.0309 0.0000 1.000 0.61 2.70 FUZZY_PRESCRIPT
- 0.038 0.0559 0.0059 0.904 0.61 2.30 FROM_STARTS_WITH_NUMS
- 0.019 0.0301 0.0000 1.000 0.61 2.70 FH_FROM_HOODIA
- 0.021 0.0319 0.0006 0.983 0.61 2.70 FB_RE_FI
- 0.018 0.0284 0.0000 1.000 0.61 1.48 SUBJECT_DRUG_GAP_X
- 0.481 0.7186 0.0612 0.922 0.61 0.00 FUZZY_CPILL
- 0.018 0.0278 0.0000 1.000 0.61 1.61 FB_UNRESOLV_PROV
- 0.019 0.0299 0.0004 0.988 0.61 2.70 FS_DOLLAR_BONUS
- 0.017 0.0262 0.0000 1.000 0.61 2.02 FB_SSEX
- 0.040 0.0588 0.0068 0.896 0.61 2.17 FUZZY_MILLION
- 0.122 0.1780 0.0244 0.879 0.61 2.65 DEAR_FRIEND
- 0.017 0.0261 0.0000 1.000 0.61 2.10 FM_PHN_NODNS
- 0.623 0.9362 0.0701 0.930 0.60 2.61 ADVANCE_FEE_2
- 0.020 0.0309 0.0009 0.971 0.60 2.70 MULTIPART_ALT_NON_TEXT
- 0.023 0.0348 0.0022 0.940 0.60 2.70 FORGED_MUA_MOZILLA
- 0.032 0.0468 0.0050 0.904 0.60 0.92 NUMERIC_HTTP_ADDR
- 0.016 0.0245 0.0000 1.000 0.60 2.70 FS_ERECTION
- 0.016 0.0245 0.0000 1.000 0.60 2.70 GEO_QUERY_STRING
- 0.017 0.0258 0.0006 0.979 0.60 2.70 REFINANCE_YOUR_HOME
- 0.015 0.0236 0.0000 1.000 0.60 0.10 TT_OBSCURED_VALIUM
- 0.025 0.0367 0.0035 0.913 0.60 2.60 INVALID_TZ_EST
- 0.015 0.0229 0.0000 1.000 0.60 2.70 FB_UNLOCK_YOUR_G
- 0.015 0.0228 0.0000 1.000 0.60 2.70 FB_STOCK_EXPLODE
- 0.016 0.0251 0.0009 0.964 0.60 2.60 FROM_OFFERS
- 0.038 0.0552 0.0078 0.877 0.60 2.70 ROUND_THE_WORLD_LOCAL
- 0.015 0.0232 0.0004 0.984 0.60 1.66 FU_LONG_QUERY3
- 0.022 0.0325 0.0024 0.931 0.60 2.70 FRT_OPPORTUN2
- 0.014 0.0225 0.0002 0.992 0.59 2.53 DRUGS_HDIA
- 0.053 0.0759 0.0116 0.867 0.59 0.95 ACT_NOW_CAPS
- 0.015 0.0231 0.0006 0.977 0.59 2.70 FRT_MEETING
- 4.351 6.6991 0.2121 0.969 0.59 2.50 MPART_ALT_DIFF
- 0.014 0.0217 0.0002 0.992 0.59 2.70 FH_HAS_XAIMC
- 0.037 0.0535 0.0078 0.873 0.59 1.02 HTML_NONELEMENT_30_40
- 0.014 0.0216 0.0002 0.992 0.59 2.70 HTML_MISSING_CTYPE
- 0.062 0.0885 0.0144 0.860 0.59 2.70 TRACKER_ID
- 5.631 8.6932 0.2320 0.974 0.59 0.00 DC_IMG_TEXT_RATIO
- 0.270 0.3911 0.0553 0.876 0.59 0.00 UPPERCASE_50_75
- 0.013 0.0211 0.0000 1.000 0.59 2.70 BROKEN_RATWARE_BOM
- 0.385 0.5676 0.0632 0.900 0.59 1.00 FUZZY_VPILL
- 0.013 0.0207 0.0000 1.000 0.59 2.19 LOOPHOLE_1
- 0.013 0.0207 0.0000 1.000 0.59 0.42 FB_YOURSELF_MASTER
- 0.174 0.2517 0.0372 0.871 0.59 2.70 FH_FROMEML_NOTLD
- 0.136 0.1966 0.0290 0.871 0.59 1.52 FUZZY_AMBIEN
- 1.268 1.9180 0.1215 0.940 0.59 2.50 HTML_IMAGE_ONLY_28
- 0.995 1.5026 0.1006 0.937 0.59 2.35 HTML_IMAGE_ONLY_32
- 0.025 0.0373 0.0046 0.890 0.59 2.10 FUZZY_REFINANCE
- 0.697 1.0454 0.0832 0.926 0.59 0.00 BAYES_60
- 0.020 0.0304 0.0026 0.922 0.59 2.66 BILLION_DOLLARS
- 0.184 0.2647 0.0409 0.866 0.59 2.00 BANG_GUAR
- 1.243 1.8770 0.1252 0.937 0.58 0.80 MSOE_MID_WRONG_CASE
- 0.013 0.0199 0.0006 0.973 0.58 2.60 MISSING_MIME_HB_SEP
- 0.012 0.0192 0.0002 0.990 0.58 2.60 FS_AT_NO_COST
- 0.012 0.0186 0.0000 1.000 0.58 1.88 SUBJECT_DRUG_GAP_VA
- 20.447 31.7873 0.4565 0.986 0.58 2.60 FH_HOST_EQ_D_D_D_D
- 0.012 0.0185 0.0002 0.990 0.58 2.60 FAKE_HELO_EXCITE
- 0.087 0.1232 0.0218 0.850 0.58 0.01 FH_HOST_EQ_PACBELL_D
- 0.012 0.0180 0.0002 0.990 0.58 1.18 FU_HOODIA
- 1.414 2.1375 0.1388 0.939 0.58 1.66 HTML_MIME_NO_HTML_TAG
- 0.015 0.0230 0.0020 0.919 0.58 2.40 FU_COMMON_SUBS2
- 0.011 0.0178 0.0002 0.990 0.58 1.40 FB_CAN_LONGER
- 0.014 0.0214 0.0015 0.935 0.58 2.60 EXCUSE_24
- 0.078 0.1103 0.0205 0.843 0.58 2.41 NO_RDNS_DOTCOM_HELO
- 0.011 0.0167 0.0000 1.000 0.58 2.60 DOS_YOUR_PLACE
- 0.014 0.0205 0.0013 0.940 0.58 2.39 REFINANCE_NOW
- 0.011 0.0170 0.0002 0.989 0.58 1.70 INVALID_TZ_CST
- 0.011 0.0166 0.0000 1.000 0.58 2.60 FB_NOT_PHONE_NUM1
- 0.013 0.0202 0.0013 0.940 0.58 2.60 X_PRIORITY_CC
- 0.011 0.0165 0.0000 1.000 0.58 2.60 TVD_DEAR_HOMEOWNER
- 0.010 0.0162 0.0000 1.000 0.58 0.47 FB_P1LL
- 0.018 0.0257 0.0033 0.885 0.58 2.19 PRICES_ARE_AFFORDABLE
- 2.473 3.7602 0.2047 0.948 0.58 2.50 DATE_IN_PAST_06_12
- 0.017 0.0242 0.0030 0.891 0.58 2.40 OBFUSCATING_COMMENT
- 0.015 0.0225 0.0022 0.910 0.58 2.41 FR_3TAG_3TAG
- 0.593 0.0485 1.5539 0.030 0.58 0.00 BAYES_40
- 0.010 0.0158 0.0000 1.000 0.58 2.60 FB_NOT_PHONE_NUM3
- 0.010 0.0156 0.0000 1.000 0.57 2.60 FS_START_LOSE
- 0.010 0.0155 0.0000 1.000 0.57 2.60 FB_PIPEDOLLAR
- 3.983 6.0945 0.2605 0.959 0.57 2.60 RCVD_NUMERIC_HELO
- 0.010 0.0150 0.0000 1.000 0.57 2.60 HTML_OBFUSCATE_30_40
- 0.012 0.0184 0.0013 0.934 0.57 2.50 FS_TEEN_BAD
- 0.013 0.0192 0.0017 0.920 0.57 2.60 FIN_FREE
- 0.009 0.0144 0.0000 1.000 0.57 0.00 FB_PROLONGED_HARD
- 0.010 0.0158 0.0006 0.966 0.57 2.60 MALE_ENHANCE
- 0.009 0.0141 0.0000 1.000 0.57 0.00 FB_SPUR_M
- 0.009 0.0138 0.0000 1.000 0.57 0.00 FORGED_TELESP_RCVD
- 0.009 0.0138 0.0000 1.000 0.57 0.00 PREST_NON_ACCREDITED
- 0.009 0.0000 0.0240 0.000 0.57 -0.00 NO_RECEIVED
- 0.014 0.0199 0.0024 0.892 0.57 2.46 FAKE_HELO_LYCOS
- 0.051 0.0715 0.0155 0.822 0.57 2.60 MARKETING_PARTNERS
- 0.008 0.0130 0.0000 1.000 0.57 0.00 TVD_RATWARE_CB_2
- 0.009 0.0136 0.0002 0.987 0.57 0.00 KAM_STOCKTIP21
- 0.009 0.0136 0.0002 0.987 0.57 0.00 TVD_INCREASE_SIZE
- 1.759 2.6437 0.1984 0.930 0.57 2.60 SPF_FAIL
- 0.008 0.0131 0.0002 0.986 0.57 0.00 KAM_STOCKTIP6
- 0.008 0.0126 0.0000 1.000 0.57 0.00 DOS_STOCK_BAT2
- 0.010 0.0145 0.0009 0.940 0.56 2.50 FREE_QUOTE_INSTANT
- 0.008 0.0127 0.0004 0.972 0.56 0.00 FS_HUGECOCK
- 0.239 0.3396 0.0619 0.846 0.56 2.34 US_DOLLARS_3
- 0.016 0.0225 0.0037 0.859 0.56 2.53 FRT_DOLLAR
- 0.009 0.0138 0.0007 0.949 0.56 0.00 EM_ROLEX
- 0.007 0.0110 0.0000 1.000 0.56 0.00 FB_PIPE_ILLION
- 2.857 4.3151 0.2866 0.938 0.56 2.30 DATE_IN_PAST_03_06
- 0.260 0.3688 0.0686 0.843 0.56 2.30 DATE_IN_PAST_24_48
- 0.022 0.0315 0.0061 0.838 0.56 2.50 HIDE_WIN_STATUS
- 0.007 0.0108 0.0000 1.000 0.56 0.00 WITH_LC_SMTP
- 0.007 0.0108 0.0000 1.000 0.56 0.00 FS_RE_APPROV
- 0.013 0.0182 0.0026 0.876 0.56 0.47 FB_GVR
- 1.039 1.5422 0.1531 0.910 0.56 2.60 SPF_HELO_SOFTFAIL
- 0.007 0.0106 0.0000 1.000 0.56 0.00 FM_TRUE_LOV_ALL_N
- 2.081 3.1232 0.2427 0.928 0.56 0.00 MIME_HTML_MOSTLY
- 1.455 2.1669 0.1987 0.916 0.56 2.47 DIET_1
- 0.599 0.8794 0.1050 0.893 0.56 0.00 HTTP_ESCAPED_HOST
- 0.101 0.1402 0.0305 0.821 0.56 0.50 HTML_TITLE_SUBJ_DIFF
- 0.007 0.0112 0.0007 0.938 0.56 0.00 TVD_LINK_SAVE
- 2.540 3.8191 0.2862 0.930 0.55 2.30 SPF_SOFTFAIL
- 0.025 0.0352 0.0081 0.812 0.55 2.50 LOCALPART_IN_SUBJECT
- 0.768 1.1319 0.1270 0.899 0.55 2.60 REPTO_QUOTE_YAHOO
- 0.257 0.3616 0.0714 0.835 0.55 2.08 FROM_EXCESS_BASE64
- 0.006 0.0095 0.0002 0.981 0.55 0.00 TVD_FUZZY_FINANCE
- 0.009 0.0127 0.0017 0.884 0.55 0.00 SUBJECT_DRUG_GAP_S
- 0.006 0.0091 0.0000 1.000 0.55 0.00 FORGED_MSGID_EXCITE
- 0.298 0.4214 0.0808 0.839 0.55 1.25 HTML_TAG_BALANCE_BODY
- 0.006 0.0090 0.0002 0.980 0.55 0.00 CONFIRMED_FORGED
- 13.217 20.2714 0.7804 0.963 0.55 2.50 MIME_QP_LONG_LINE
- 0.005 0.0082 0.0000 1.000 0.55 0.00 FAKE_HELO_MSN
- 0.900 1.3106 0.1764 0.881 0.55 2.16 PLING_QUERY
- 0.007 0.0100 0.0011 0.900 0.55 0.00 FB_ROLLER_IS_T
- 25.331 38.7678 1.6447 0.959 0.55 0.10 RDNS_DYNAMIC
- 0.007 0.0107 0.0017 0.865 0.54 0.00 SUBJ_AS_SEEN
- 0.005 0.0076 0.0000 1.000 0.54 0.00 XMAILER_MIMEOLE_OL_EF222
- 0.008 0.0112 0.0022 0.835 0.54 0.00 FM_IS_IT_OUR_ACCOUNT
- 0.858 1.2436 0.1773 0.875 0.54 2.50 DATE_IN_PAST_12_24
- 0.037 0.0496 0.0144 0.775 0.54 1.90 OBSCURED_EMAIL
- 0.006 0.0089 0.0011 0.889 0.54 0.10 BOUNCE_MESSAGE
- 0.006 0.0086 0.0009 0.903 0.54 0.00 FUZZY_BILLION
- 0.228 0.3186 0.0691 0.822 0.54 2.31 MISSING_SUBJECT
- 0.004 0.0066 0.0000 1.000 0.54 0.00 HELO_DYNAMIC_ROGERS
- 0.004 0.0066 0.0002 0.973 0.54 0.00 FB_ONIINE
- 0.006 0.0087 0.0013 0.871 0.54 0.00 HTML_NONELEMENT_80_90
- 0.004 0.0060 0.0000 1.000 0.54 0.00 FB_L0AN
- 0.004 0.0059 0.0000 1.000 0.54 0.00 TVD_SUBJ_FINGER_03
- 0.004 0.0057 0.0002 0.968 0.53 0.00 TVD_FUZZY_PHARMACEUTICAL
- 0.005 0.0074 0.0011 0.870 0.53 0.00 SUBJECT_FUZZY_CHEAP
- 0.027 0.0353 0.0113 0.758 0.53 2.40 SUBJ_DOLLARS
- 0.005 0.0069 0.0011 0.862 0.53 0.00 FORWARD_LOOKING
- 0.004 0.0059 0.0006 0.914 0.53 0.00 RATWARE_MPOP_WEBMAIL
- 0.003 0.0049 0.0000 1.000 0.53 0.00 JAPANESE_UCE_BODY
- 0.003 0.0049 0.0000 1.000 0.53 0.00 JAPANESE_UCE_SUBJECT
- 0.003 0.0049 0.0000 1.000 0.53 0.00 NO_MEDICAL
- 0.004 0.0053 0.0004 0.935 0.53 0.00 KAM_STOCKTIP4
- 0.003 0.0047 0.0000 1.000 0.53 0.00 RATWARE_MOZ_MALFORMED
- 0.045 0.0588 0.0202 0.745 0.53 2.40 FB_NUMYO
- 0.003 0.0045 0.0000 1.000 0.53 0.00 FB_SYMBLO
- 0.679 0.9618 0.1803 0.842 0.53 2.30 SPF_HELO_FAIL
- 0.013 0.0169 0.0059 0.741 0.53 0.00 TO_MALFORMED
- 0.003 0.0042 0.0000 1.000 0.53 0.00 FAKE_HELO_EMAIL_COM
- 0.003 0.0042 0.0000 1.000 0.53 0.00 HTML_FORMACTION_MAILTO
- 0.165 0.2244 0.0610 0.786 0.53 2.40 FH_HAS_XID
- 19.095 27.8756 3.6164 0.885 0.53 0.10 RDNS_NONE
- 0.003 0.0040 0.0000 1.000 0.53 0.10 CRBOUNCE_MESSAGE
- 0.003 0.0047 0.0006 0.895 0.52 0.00 RATWARE_GECKO_BUILD
- 0.012 0.0151 0.0055 0.731 0.52 0.32 HTML_NONELEMENT_40_50
- 0.004 0.0051 0.0009 0.848 0.52 0.00 ONE_TIME
- 0.002 0.0035 0.0002 0.949 0.52 0.00 DRUG_ED_ONLINE
- 10.391 14.6189 2.9390 0.833 0.52 2.30 MIME_HTML_ONLY
- 0.002 0.0036 0.0004 0.906 0.52 0.00 HTML_BADTAG_50_60
- 1.393 2.0170 0.2928 0.873 0.52 1.52 HTML_IMAGE_RATIO_02
- 0.003 0.0037 0.0006 0.869 0.52 0.00 HTML_BADTAG_40_50
- 0.002 0.0030 0.0002 0.943 0.52 0.00 HTML_BADTAG_60_70
- 0.002 0.0025 0.0000 1.000 0.52 0.00 FUZZY_THOUSANDS
- 0.002 0.0025 0.0000 1.000 0.52 0.00 MULTI_FORGED
- 0.004 0.0050 0.0015 0.773 0.52 2.50 HEAD_LONG
- 0.002 0.0029 0.0004 0.888 0.52 0.00 BANG_OPRAH
- 0.001 0.0022 0.0000 1.000 0.52 0.00 FUZZY_REMOVE
- 0.004 0.0051 0.0018 0.735 0.52 0.00 FUZZY_ROLEX
- 0.001 0.0019 0.0000 1.000 0.52 0.00 FH_HELO_GMAILSMTP
- 1.116 1.5957 0.2705 0.855 0.51 2.30 SUBJ_ALL_CAPS
- 0.001 0.0016 0.0000 1.000 0.51 0.00 HS_SUBJ_ONLINE_PHARMACEUTICAL
- 0.001 0.0015 0.0000 1.000 0.51 0.00 HTML_BADTAG_90_100
- 0.001 0.0015 0.0000 1.000 0.51 0.00 NOT_ADVISOR
- 0.088 0.1164 0.0372 0.758 0.51 1.70 FUZZY_CREDIT
- 0.003 0.0036 0.0013 0.734 0.51 0.00 FB_FAKE_NUMBERS
- 0.001 0.0013 0.0000 1.000 0.51 0.00 FUZZY_PHENT
- 0.001 0.0013 0.0000 1.000 0.51 0.00 DRUGS_SMEAR1
- 0.001 0.0012 0.0000 1.000 0.51 0.00 HTML_OBFUSCATE_50_60
- 0.003 0.0033 0.0013 0.715 0.51 0.00 HTML_TAG_EXIST_BGSOUND
- 0.014 0.0175 0.0081 0.683 0.51 0.10 ANY_BOUNCE_MESSAGE
- 0.001 0.0008 0.0000 1.000 0.51 0.00 NONEXISTENT_CHARSET
- 45.721 63.2669 14.7886 0.811 0.51 0.00 HTML_MESSAGE
- 0.000 0.0006 0.0000 1.000 0.51 0.00 RATWARE_NAME_ID
- 0.000 0.0006 0.0000 1.000 0.51 0.00 BLANK_LINES_80_90
- 0.000 0.0005 0.0000 1.000 0.51 0.00 HTML_OBFUSCATE_90_100
- 0.000 0.0005 0.0000 1.000 0.51 0.00 DRUGS_DIET_OBFU
- 0.000 0.0005 0.0000 1.000 0.51 0.00 FB_BILLI0N
- 0.198 0.2646 0.0801 0.768 0.51 0.20 MSGID_SHORT
- 0.001 0.0014 0.0006 0.711 0.51 0.00 ENGLISH_UCE_SUBJECT
- 0.007 0.0079 0.0043 0.649 0.51 0.00 TVD_SUBJ_ACC_NUM
- 0.000 0.0003 0.0000 1.000 0.51 0.00 FUZZY_AFFORDABLE
- 0.000 0.0003 0.0000 1.000 0.51 0.00 FM_MORTGAGE6PLUS
- 0.000 0.0001 0.0000 1.000 0.51 0.00 HTML_OBFUSCATE_70_80
- 0.000 0.0001 0.0000 1.000 0.51 0.00 RATWARE_HASH_DASH
- 0.000 0.0000 0.0000 0.500 0.51 100.00 SUBJECT_IN_BLACKLIST
- 0.000 0.0000 0.0000 0.500 0.51 0.00 CORRUPT_FROM_LINE_IN_HDRS
- 0.000 0.0000 0.0000 0.500 0.51 -5.00 HASHCASH_HIGH
- 0.000 0.0000 0.0000 0.500 0.51 2.45 MIME_CHARSET_FARAWAY
- 0.000 0.0000 0.0000 0.500 0.51 -100.00 USER_IN_WHITELIST
- 0.000 0.0000 0.0000 0.500 0.51 0.00 FB_ROLX
- 0.000 0.0000 0.0000 0.500 0.51 1.52 PREVENT_NONDELIVERY
- 0.000 0.0000 0.0000 0.500 0.51 -3.00 HASHCASH_24
- 0.000 0.0000 0.0000 0.500 0.51 100.00 USER_IN_BLACKLIST
- 0.000 0.0000 0.0000 0.500 0.51 0.50 HTML_CHARSET_FARAWAY
- 0.000 0.0000 0.0000 0.500 0.51 -20.00 USER_IN_MORE_SPAM_TO
- 0.000 0.0000 0.0000 0.500 0.51 0.10 MIME_SUSPECT_NAME
- 0.000 0.0000 0.0000 0.500 0.51 1.60 EMAIL_ROT13
- 0.000 0.0000 0.0000 0.500 0.51 -1.00 HASHCASH_22
- 0.000 0.0000 0.0000 0.500 0.51 3.20 CHARSET_FARAWAY_HEADER
- 0.000 0.0000 0.0000 0.500 0.51 -100.00 USER_IN_SPF_WHITELIST
- 0.000 0.0000 0.0000 0.500 0.51 0.00 HS_GETMEOFF
- 0.000 0.0000 0.0000 0.500 0.51 0.00 ACCESSDB
- 0.000 0.0000 0.0000 0.500 0.51 -2.00 HASHCASH_23
- 0.000 0.0000 0.0000 0.500 0.51 0.00 YAHOO_RD_REDIR
- 0.000 0.0000 0.0000 0.500 0.51 10.00 USER_IN_BLACKLIST_TO
- 0.000 0.0000 0.0000 0.500 0.51 -6.00 USER_IN_WHITELIST_TO
- 0.000 0.0000 0.0000 0.500 0.51 0.00 NO_HEADERS_MESSAGE
- 0.000 0.0000 0.0000 0.500 0.51 0.10 MICROSOFT_EXECUTABLE
- 0.000 0.0000 0.0000 0.500 0.51 3.20 CHARSET_FARAWAY
- 0.000 0.0000 0.0000 0.500 0.51 0.00 HS_PHARMA_1
- 0.000 0.0000 0.0000 0.500 0.51 -4.00 HASHCASH_25
- 0.000 0.0000 0.0000 0.500 0.51 1.20 JS_FROMCHARCODE
- 0.000 0.0000 0.0000 0.500 0.51 1.01 YAHOO_DRS_REDIR
- 0.000 0.0000 0.0000 0.500 0.51 0.00 HS_MEETUP_FOR_SEX
- 0.000 0.0000 0.0000 0.500 0.51 -0.50 HASHCASH_20
- 0.000 0.0000 0.0000 0.500 0.51 0.00 FB_FORWARD_LOOK
- 0.000 0.0000 0.0000 0.500 0.51 0.00 FB_THOUS_PERSONAL
- 0.000 0.0000 0.0000 0.500 0.51 2.80 UNWANTED_LANGUAGE_BODY
- 0.000 0.0000 0.0000 0.500 0.51 -0.70 HASHCASH_21
- 0.000 0.0000 0.0000 0.500 0.51 1.50 BODY_8BITS
- 0.000 0.0000 0.0000 0.500 0.51 0.00 URI_TRUNCATED
- 0.000 0.0000 0.0000 0.500 0.51 0.10 HASHCASH_2SPEND
- 0.000 0.0000 0.0000 0.500 0.51 -100.00 USER_IN_ALL_SPAM_TO
- 0.000 0.0000 0.0000 0.500 0.51 -100.00 SUBJECT_IN_WHITELIST
- 0.000 0.0004 0.0004 0.532 0.50 2.50 MISSING_HB_SEP
- 0.000 0.0001 0.0002 0.362 0.50 0.00 RUDE_HTML
- 0.000 0.0001 0.0002 0.362 0.50 0.00 URI_NO_WWW_BIZ_CGI
- 0.001 0.0006 0.0006 0.532 0.50 0.00 FAKE_HELO_YAHOO_CA
- 1.261 1.7870 0.3343 0.842 0.50 0.15 HTML_FONT_SIZE_LARGE
- 0.000 0.0000 0.0002 0.000 0.50 2.50 HIGH_CODEPAGE_URI
- 0.000 0.0000 0.0002 0.000 0.50 1000.00 GTUBE
- 0.007 0.0077 0.0046 0.624 0.50 0.00 FREE_PORN
- 0.000 0.0000 0.0004 0.000 0.50 2.50 FRAGMENTED_MESSAGE
- 0.000 0.0003 0.0007 0.298 0.50 0.00 RATWARE_ZERO_TZ
- 0.633 0.8716 0.2135 0.803 0.50 2.30 FORGED_YAHOO_RCVD
- 0.000 0.0000 0.0007 0.000 0.50 0.00 KAM_STOCKTIP20
- 0.020 0.0241 0.0129 0.651 0.50 0.00 FORGED_MSGID_AOL
- 0.002 0.0015 0.0018 0.443 0.50 0.00 FUZZY_VIOXX
- 5.989 7.2329 3.7970 0.656 0.50 0.00 UNPARSEABLE_RELAY
- 0.008 0.0089 0.0065 0.579 0.49 0.00 MISSING_DATE
- 0.230 0.3016 0.1048 0.742 0.49 1.78 URI_HEX
- 5.902 7.0739 3.8358 0.648 0.49 2.20 SPF_NEUTRAL
- 0.004 0.0034 0.0039 0.464 0.49 0.00 HTML_NONELEMENT_60_70
- 0.118 0.1516 0.0595 0.718 0.49 0.07 REPTO_QUOTE_QUALCOMM
- 10.839 5.5701 20.1265 0.217 0.49 -0.00 SPF_PASS
- 0.063 0.0783 0.0364 0.683 0.49 2.20 FROM_NO_USER
- 11.054 6.5271 19.0339 0.255 0.48 -0.00 SPF_HELO_PASS
- 0.003 0.0025 0.0043 0.372 0.48 0.00 LIVE_PORN
- 1.011 1.3199 0.4666 0.739 0.48 2.20 MSGID_FROM_MTA_HEADER
- 0.423 0.5239 0.2440 0.682 0.47 0.92 HTML_FONT_FACE_BAD
- 0.041 0.0476 0.0285 0.626 0.47 0.00 HTML_IFRAME_SRC
- 0.005 0.0046 0.0070 0.396 0.47 0.10 VBOUNCE_MESSAGE
- 0.495 0.6112 0.2895 0.679 0.46 1.56 HTML_IMAGE_RATIO_04
- 4.343 3.7949 5.3083 0.417 0.46 0.00 BAYES_50
- 0.019 0.0194 0.0176 0.525 0.46 1.08 HTML_EMBEDS
- 0.013 0.0115 0.0157 0.423 0.44 2.00 EXCUSE_4
- 1.076 1.1520 0.9421 0.550 0.44 1.04 MIME_HEADER_CTYPE_ONLY
- 0.388 0.4404 0.2967 0.597 0.44 0.40 HTML_IMAGE_RATIO_06
- 0.198 0.2230 0.1546 0.591 0.43 0.22 MIME_BASE64_BLANKS
- 0.357 0.3787 0.3180 0.544 0.43 1.90 MISSING_HEADERS
- 0.261 0.2808 0.2250 0.555 0.43 0.00 XMAILER_MIMEOLE_OL_5E7ED
- 0.395 0.3920 0.4001 0.495 0.42 0.10 NORMAL_HTTP_TO_IP
- 0.283 0.2793 0.2903 0.490 0.40 0.20 HTML_IMAGE_RATIO_08
- 0.005 0.0003 0.0141 0.022 0.40 0.00 MISSING_MID
- 0.016 0.0087 0.0275 0.240 0.37 0.00 REMOVE_BEFORE_LINK
- 0.176 0.1369 0.2446 0.359 0.35 1.60 WEIRD_PORT
- 0.057 0.0413 0.0852 0.327 0.33 0.00 IP_LINK_PLUS
- 0.150 0.0903 0.2559 0.261 0.31 1.10 SUBJECT_FUZZY_TION
- 0.306 0.1421 0.5944 0.193 0.30 0.00 AWL
- 0.019 0.0031 0.0457 0.064 0.28 0.00 HTML_COMMENT_SHORT
+ 0 354116 168179 0.678 0.00 0.00 (all messages)
+0.00000 67.8000 32.2000 0.678 0.00 0.00 (all messages as %)
+ 58.306 85.9927 0.0077 1.000 1.00 0.00 BAYES_99
+ 9.134 13.4719 0.0006 1.000 0.98 0.00 KB_RATWARE_OUTLOOK_08
+ 9.132 13.4688 0.0006 1.000 0.98 4.40 KB_RATWARE_OUTLOOK_MID
+ 9.131 13.4673 0.0006 1.000 0.98 0.00 KB_RATWARE_OUTLOOK_16
+ 9.131 13.4673 0.0006 1.000 0.98 0.00 KB_RATWARE_OUTLOOK_12
+ 7.889 11.6355 0.0000 1.000 0.98 2.81 HELO_DYNAMIC_IPADDR2
+ 10.781 15.8976 0.0077 1.000 0.97 2.36 FH_HELO_EQ_D_D_D_D
+ 4.050 5.9735 0.0000 1.000 0.96 4.30 HELO_DYNAMIC_HCC
+ 4.988 7.3544 0.0042 0.999 0.96 2.63 HELO_DYNAMIC_IPADDR
+ 3.597 5.3048 0.0018 1.000 0.96 4.30 HK_NAME_DRUGS
+ 2.380 3.5104 0.0000 1.000 0.95 3.03 HELO_DYNAMIC_SPLIT_IP
+ 2.281 3.3650 0.0000 1.000 0.94 4.20 FSL_YG_ABUSE
+ 1.957 2.8861 0.0000 1.000 0.94 3.49 REPLICA_WATCH
+ 1.957 2.8858 0.0000 1.000 0.94 1.67 FB_REPLICA_ROLEX
+ 8.791 12.9579 0.0172 0.999 0.93 2.60 DOS_OE_TO_MX
+ 2.305 3.3975 0.0042 0.999 0.93 0.24 TVD_RCVD_SINGLE
+ 2.317 0.0028 7.1882 0.000 0.93 -1.00 ALL_TRUSTED
+ 2.720 4.0074 0.0089 0.998 0.93 2.60 HELO_DYNAMIC_DHCP
+ 1.773 2.6121 0.0054 0.998 0.91 2.04 RATWARE_MS_HASH
+ 1.448 2.1357 0.0006 1.000 0.91 0.00 HELO_LOCALHOST
+ 1.573 2.3184 0.0036 0.998 0.91 2.96 RATWARE_OUTLOOK_NONAME
+ 1.379 2.0338 0.0006 1.000 0.91 4.10 KB_RATWARE_MSGID
+ 1.331 1.9632 0.0012 0.999 0.90 0.00 JM_SOUGHT_FRAUD_3
+ 2.324 3.4212 0.0149 0.996 0.90 4.00 FH_FAKE_RCVD_LINE_B
+ 1.630 2.4001 0.0095 0.996 0.89 4.00 FORGED_MUA_OUTLOOK
+ 1.157 1.7051 0.0018 0.999 0.89 2.69 ADVANCE_FEE_3
+ 1.075 1.5859 0.0000 1.000 0.89 0.00 JM_SOUGHT_FRAUD_1
+ 0.910 1.3422 0.0000 1.000 0.88 4.00 SANE_7429530a7398f43f1f1b795f9420714e
+ 1.094 1.6111 0.0054 0.997 0.88 0.00 BAYES_95
+ 0.766 1.1301 0.0006 0.999 0.87 0.00 ADVANCE_FEE_4
+ 0.743 1.0960 0.0006 0.999 0.87 3.90 MSGID_OUTLOOK_INVALID
+ 3.794 5.5792 0.0339 0.994 0.87 2.21 HTML_SHORT_LINK_IMG_1
+ 0.852 1.2544 0.0059 0.995 0.86 2.61 DATE_IN_FUTURE_96_XX
+ 1.326 1.9479 0.0155 0.992 0.86 2.40 REPLYTO_WITHOUT_TO_CC
+ 0.607 0.8943 0.0006 0.999 0.86 3.41 AXB_HELO_LH_HOME
+ 0.562 0.8291 0.0000 1.000 0.86 0.00 FSL_INTERIA_ABUSE
+ 0.558 0.8237 0.0000 1.000 0.85 2.68 FH_HOST_EQ_VERIZON_P
+ 0.561 0.8268 0.0006 0.999 0.85 1.68 FSL_HELO_DEVICE
+ 1.313 1.9279 0.0184 0.991 0.85 1.78 DRUGS_ERECTILE
+ 0.630 0.9274 0.0042 0.996 0.85 3.80 MILLION_USD
+ 1.163 1.7076 0.0166 0.990 0.85 0.00 BAYES_80
+ 2.234 3.2797 0.0321 0.990 0.85 2.74 MISSING_DATE
+ 0.568 0.8356 0.0036 0.996 0.85 0.00 KB_DATE_CONTAINS_TAB
+ 3.057 4.4884 0.0440 0.990 0.84 1.68 HTML_IMAGE_ONLY_04
+ 1.245 1.8265 0.0208 0.989 0.84 0.00 DYN_RDNS_SHORT_HELO_HTML
+ 0.491 0.7238 0.0000 1.000 0.84 3.80 HTML_SHORT_CENTER
+ 0.622 0.9135 0.0077 0.992 0.84 0.00 HELO_LH_HOME
+ 0.489 0.7212 0.0006 0.999 0.84 3.80 SANE_d0d2b0f6373bf91253d66dd74c594b87
+ 0.544 0.7995 0.0048 0.994 0.84 0.99 MSOE_MID_WRONG_CASE
+ 0.719 1.0547 0.0119 0.989 0.84 3.80 FILL_THIS_FORM_LONG
+ 0.555 0.8153 0.0059 0.993 0.84 1.69 FB_CIALIS_LEO3
+ 0.463 0.6831 0.0000 1.000 0.84 2.43 KB_FAKED_THE_BAT
+ 0.440 0.6489 0.0006 0.999 0.83 0.16 TVD_RCVD_IP4
+ 0.406 0.5987 0.0000 1.000 0.83 2.89 FB_SOFTTABS
+ 0.484 0.7122 0.0042 0.994 0.83 1.93 SUBJECT_DIET
+ 1.535 2.2481 0.0327 0.986 0.83 1.42 HTML_SHORT_LINK_IMG_2
+ 0.406 0.5981 0.0006 0.999 0.83 2.89 DOS_OE_TO_MX_IMAGE
+ 0.476 0.7003 0.0048 0.993 0.82 2.09 FILL_THIS_FORM_LOAN
+ 1.801 2.6364 0.0410 0.985 0.82 3.26 FREEMAIL_REPLYTO
+ 0.367 0.5416 0.0000 1.000 0.82 3.70 FH_HELO_ALMOST_IP
+ 0.366 0.5394 0.0000 1.000 0.82 0.00 RDNS_LOCALHOST
+ 0.354 0.5216 0.0000 1.000 0.81 2.23 SANE_4ef8302546bf270a19baf98508afacc4
+ 0.351 0.5173 0.0006 0.999 0.81 0.00 FB_THIS_ADVERT
+ 1.627 2.3783 0.0440 0.982 0.81 0.00 HK_RANDOM_ENVFROM
+ 0.369 0.5422 0.0042 0.992 0.81 0.24 SHORT_HELO_AND_INLINE_IMAGE
+ 0.303 0.4456 0.0012 0.997 0.80 0.00 X_MAILER_CME_6543_MSN
+ 0.282 0.4160 0.0000 1.000 0.80 1.71 SANE_04e8bf28eb445199a7f11b943c44d209
+ 1.686 2.4628 0.0499 0.980 0.80 2.31 ADVANCE_FEE_2
+ 0.295 0.4346 0.0018 0.996 0.80 3.24 FS_REPLICAWATCH
+ 0.967 1.4108 0.0321 0.978 0.80 0.00 BAYES_60
+ 0.625 0.9110 0.0232 0.975 0.79 1.63 FS_REPLICA
+ 0.291 0.4281 0.0036 0.992 0.79 1.89 FS_WEIGHT_LOSS
+ 0.264 0.3894 0.0012 0.997 0.79 3.60 HK_LOTTO
+ 0.304 0.4448 0.0065 0.986 0.79 0.00 STOCK_IMG_HTML
+ 0.285 0.4188 0.0048 0.989 0.79 3.60 NA_DOLLARS
+ 0.305 0.4459 0.0077 0.983 0.78 0.00 STOCK_IMG_HDR_FROM
+ 5.178 7.5958 0.0874 0.989 0.78 0.69 HTML_SHORT_LINK_IMG_3
+ 0.410 0.5973 0.0155 0.975 0.78 0.00 FORGED_OUTLOOK_HTML
+ 1.167 1.6980 0.0482 0.972 0.78 2.64 DOS_OUTLOOK_TO_MX
+ 0.226 0.3324 0.0006 0.998 0.77 3.01 KAM_LOTTO1
+ 0.475 0.6899 0.0220 0.969 0.77 0.50 FROM_LOCAL_NOVOWEL
+ 0.221 0.3259 0.0000 1.000 0.77 0.00 JM_SOUGHT_FRAUD_2
+ 0.239 0.3502 0.0036 0.990 0.77 1.54 IMPOTENCE
+ 0.462 0.6712 0.0226 0.967 0.77 2.60 DATE_IN_PAST_96_XX
+ 0.216 0.3191 0.0000 1.000 0.77 2.63 HELO_DYNAMIC_DIALIN
+ 0.212 0.3126 0.0000 1.000 0.77 2.98 SANE_2b173a7fb7518c75ac8a2d294d773fd8
+ 0.206 0.3041 0.0000 1.000 0.76 3.40 FM_VEGAS_CASINO
+ 0.208 0.3067 0.0006 0.998 0.76 0.00 APOSTROPHE_FROM
+ 0.189 0.2790 0.0000 1.000 0.76 0.00 FB_TO_STOP_DISTRO
+ 0.206 0.3036 0.0012 0.996 0.76 0.84 ONLINE_PHARMACY
+ 0.218 0.3197 0.0030 0.991 0.76 3.40 RCVD_ILLEGAL_IP
+ 0.187 0.2762 0.0000 1.000 0.76 3.31 FB_QUALITY_REPLICA
+ 0.689 0.9960 0.0428 0.959 0.76 3.40 DATE_IN_FUTURE_03_06
+ 0.245 0.3569 0.0089 0.976 0.76 1.69 BODY_ENHANCEMENT2
+ 0.184 0.2711 0.0000 1.000 0.76 0.00 XMAILER_MIMEOLE_OL_3AC1D
+ 0.186 0.2736 0.0012 0.996 0.75 3.40 FUZZY_ROLEX
+ 0.179 0.2635 0.0000 1.000 0.75 3.05 FORGED_MUA_THEBAT_BOUN
+ 0.184 0.2705 0.0012 0.996 0.75 1.96 TVD_VISIT_PHARMA
+ 0.221 0.3231 0.0065 0.980 0.75 0.93 BODY_ENHANCEMENT
+ 0.310 0.4479 0.0202 0.957 0.75 0.00 FRT_SOMA
+ 0.175 0.2578 0.0006 0.998 0.75 0.00 DRUG_ED_SILD
+ 6.821 9.9964 0.1356 0.987 0.75 2.80 FROM_STARTS_WITH_NUMS
+ 0.168 0.2477 0.0000 1.000 0.74 3.30 LOTTERY_PH_004470
+ 0.165 0.2437 0.0000 1.000 0.74 2.63 FH_HOST_EQ_DYNAMICIP
+ 0.164 0.2426 0.0000 1.000 0.74 2.96 FUZZY_PHARMACY
+ 0.175 0.2567 0.0030 0.989 0.74 0.25 FS_START_LOSE
+ 0.158 0.2330 0.0000 1.000 0.74 3.30 DRUGS_SMEAR1
+ 0.168 0.2468 0.0012 0.995 0.74 3.30 FM_LOTTO_YOU_WON
+ 0.297 0.4273 0.0226 0.950 0.73 0.00 FH_HAS_XID
+ 0.154 0.2265 0.0006 0.997 0.73 3.30 LIVEFILESTORE
+ 0.173 0.2530 0.0036 0.986 0.73 2.91 EXCUSE_REMOVE
+ 0.149 0.2189 0.0006 0.997 0.73 3.21 HS_VPXL
+ 0.140 0.2064 0.0000 1.000 0.73 1.32 DRUGS_ERECTILE_OBFU
+ 1.141 1.6492 0.0708 0.959 0.73 3.30 MIME_HEADER_CTYPE_ONLY
+ 0.205 0.2979 0.0107 0.965 0.73 2.36 FM_SCHOOLING
+ 0.144 0.2115 0.0012 0.994 0.73 2.60 DOS_RCVD_IP_TWICE_C
+ 0.128 0.1892 0.0000 1.000 0.73 3.13 TVD_PH_REC
+ 0.193 0.2790 0.0113 0.961 0.73 3.30 SUBJ_YOUR_DEBT
+ 0.135 0.1988 0.0018 0.991 0.72 0.00 SANE_3b92eda751c992f230f215fb7eb36844
+ 0.150 0.2189 0.0042 0.981 0.72 1.68 RCVD_HELO_IP_MISMATCH
+ 0.122 0.1804 0.0000 1.000 0.72 3.20 XMAILER_MIMEOLE_OL_22B61
+ 0.127 0.1858 0.0024 0.987 0.72 2.60 DATE_IN_FUTURE_24_48
+ 0.120 0.1771 0.0000 1.000 0.72 0.00 SANE_1c4f3286fa4aed6424ced88bfaf8b09c
+ 0.119 0.1748 0.0000 1.000 0.72 2.55 XMAILER_MIMEOLE_OL_8627E
+ 0.122 0.1790 0.0024 0.987 0.71 0.00 FU_COMMON_SUBS2
+ 0.267 0.3804 0.0268 0.934 0.71 2.60 DATE_IN_FUTURE_12_24
+ 0.137 0.1985 0.0059 0.971 0.71 0.00 FILL_THIS_FORM_FRAUD_PHISH
+ 0.110 0.1618 0.0000 1.000 0.71 0.61 FH_HELO_EQ_CHARTER
+ 0.108 0.1596 0.0000 1.000 0.71 0.00 FH_HOST_IN_ADDRARPA
+ 1.243 1.7904 0.0916 0.951 0.71 2.60 INVALID_MSGID
+ 0.119 0.1742 0.0030 0.983 0.71 2.50 SUSPICIOUS_RECIPS
+ 0.106 0.1556 0.0006 0.996 0.70 3.10 DEAR_WINNER
+ 0.104 0.1536 0.0000 1.000 0.70 0.23 FM_SEX_HELODDDD
+ 0.425 0.6035 0.0499 0.924 0.70 0.50 URI_NOVOWEL
+ 1.823 2.6282 0.1290 0.953 0.70 1.97 HTML_IMAGE_ONLY_16
+ 0.126 0.1827 0.0071 0.962 0.70 3.10 NO_RDNS_DOTCOM_HELO
+ 0.098 0.1449 0.0000 1.000 0.70 3.02 MIME_BOUND_DD_DIGITS
+ 0.093 0.1372 0.0000 1.000 0.70 0.00 BASE64_LENGTH_78_79
+ 1.197 1.7178 0.0993 0.945 0.70 2.80 MPART_ALT_DIFF_COUNT
+ 0.090 0.1327 0.0000 1.000 0.69 2.65 SPAMMY_XMAILER
+ 0.159 0.2279 0.0149 0.939 0.69 2.91 MONEY_BACK
+ 0.088 0.1293 0.0000 1.000 0.69 3.10 RATWARE_NAME_ID
+ 0.084 0.1243 0.0000 1.000 0.69 3.04 UNRESOLVED_TEMPLATE
+ 0.094 0.1367 0.0030 0.979 0.69 2.71 SUBJ_AS_SEEN
+ 1.055 1.5083 0.0993 0.938 0.69 2.60 FSL_HELO_BARE_IP_1
+ 0.082 0.1209 0.0000 1.000 0.69 1.62 KAM_LOTTO2
+ 1.732 2.4876 0.1415 0.946 0.68 1.70 INVALID_DATE
+ 0.083 0.1211 0.0012 0.990 0.68 0.00 FS_PHARMASUB2
+ 0.092 0.1344 0.0042 0.970 0.68 0.00 TVD_FINGER_02
+ 0.153 0.2169 0.0172 0.926 0.68 0.00 URI_OBFU_WWW
+ 0.080 0.1175 0.0006 0.995 0.68 2.37 MSGID_SPAM_CAPS
+ 0.565 0.7975 0.0755 0.913 0.68 3.10 BAD_ENC_HEADER
+ 0.079 0.1163 0.0006 0.995 0.68 3.10 MALE_ENHANCE
+ 0.193 0.2722 0.0262 0.912 0.68 2.31 FB_GET_MEDS
+ 0.076 0.1127 0.0000 1.000 0.68 0.00 FSL_FAKE_GMAIL_RCVD
+ 0.074 0.1099 0.0000 1.000 0.68 2.11 SUBJECT_DRUG_GAP_C
+ 1.518 2.1719 0.1409 0.939 0.68 0.00 STOX_REPLY_TYPE_WITHOUT_QUOTES
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[... 484 lines stripped ...]