You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@spamassassin.apache.org by jm...@apache.org on 2007/02/27 17:58:29 UTC
svn commit: r512321 [2/2] - in /spamassassin/trunk/rules:
STATISTICS-set0.txt STATISTICS-set1.txt STATISTICS-set2.txt
STATISTICS-set3.txt
Modified: spamassassin/trunk/rules/STATISTICS-set3.txt
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rules/STATISTICS-set3.txt?view=diff&rev=512321&r1=512320&r2=512321
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set3.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set3.txt Tue Feb 27 08:58:28 2007
@@ -3,160 +3,160 @@
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67503 99.93%
-# Correctly spam: 117457 98.63%
-# False positives: 47 0.07%
-# False negatives: 1626 1.37%
-# TCR(l=50): 29.950453 SpamRecall: 98.635% SpamPrec: 99.960%
+# Correctly non-spam: 67508 99.94%
+# Correctly spam: 117303 98.51%
+# False positives: 42 0.06%
+# False negatives: 1780 1.49%
+# TCR(l=50): 30.691495 SpamRecall: 98.505% SpamPrec: 99.964%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
-# Correctly non-spam: 718 1.06%
+# Correctly non-spam: 723 1.07%
# Correctly spam: 119083 100.00%
-# False positives: 66832 98.94%
+# False positives: 66827 98.93%
# False negatives: 0 0.00%
-# TCR(l=50): 0.035637 SpamRecall: 100.000% SpamPrec: 64.052%
+# TCR(l=50): 0.035639 SpamRecall: 100.000% SpamPrec: 64.054%
# SUMMARY for threshold -3.0:
-# Correctly non-spam: 796 1.18%
+# Correctly non-spam: 816 1.21%
# Correctly spam: 119082 100.00%
-# False positives: 66754 98.82%
+# False positives: 66734 98.79%
# False negatives: 1 0.00%
-# TCR(l=50): 0.035678 SpamRecall: 99.999% SpamPrec: 64.079%
+# TCR(l=50): 0.035689 SpamRecall: 99.999% SpamPrec: 64.086%
# SUMMARY for threshold -2.0:
-# Correctly non-spam: 49099 72.69%
+# Correctly non-spam: 49401 73.13%
# Correctly spam: 119081 100.00%
-# False positives: 18451 27.31%
+# False positives: 18149 26.87%
# False negatives: 2 0.00%
-# TCR(l=50): 0.129080 SpamRecall: 99.998% SpamPrec: 86.584%
+# TCR(l=50): 0.131228 SpamRecall: 99.998% SpamPrec: 86.775%
# SUMMARY for threshold -1.0:
-# Correctly non-spam: 55498 82.16%
-# Correctly spam: 119080 100.00%
-# False positives: 12052 17.84%
-# False negatives: 3 0.00%
-# TCR(l=50): 0.197614 SpamRecall: 99.997% SpamPrec: 90.809%
+# Correctly non-spam: 55728 82.50%
+# Correctly spam: 119079 100.00%
+# False positives: 11822 17.50%
+# False negatives: 4 0.00%
+# TCR(l=50): 0.201459 SpamRecall: 99.997% SpamPrec: 90.969%
# SUMMARY for threshold 0.0:
-# Correctly non-spam: 61767 91.44%
-# Correctly spam: 119069 99.99%
-# False positives: 5783 8.56%
-# False negatives: 14 0.01%
-# TCR(l=50): 0.411818 SpamRecall: 99.988% SpamPrec: 95.368%
+# Correctly non-spam: 61994 91.77%
+# Correctly spam: 119065 99.98%
+# False positives: 5556 8.23%
+# False negatives: 18 0.02%
+# TCR(l=50): 0.428637 SpamRecall: 99.985% SpamPrec: 95.542%
# SUMMARY for threshold 1.0:
-# Correctly non-spam: 65548 97.04%
-# Correctly spam: 119015 99.94%
-# False positives: 2002 2.96%
-# False negatives: 68 0.06%
-# TCR(l=50): 1.188833 SpamRecall: 99.943% SpamPrec: 98.346%
+# Correctly non-spam: 65688 97.24%
+# Correctly spam: 119012 99.94%
+# False positives: 1862 2.76%
+# False negatives: 71 0.06%
+# TCR(l=50): 1.278112 SpamRecall: 99.940% SpamPrec: 98.460%
# SUMMARY for threshold 2.0:
-# Correctly non-spam: 66637 98.65%
-# Correctly spam: 118922 99.86%
-# False positives: 913 1.35%
-# False negatives: 161 0.14%
-# TCR(l=50): 2.599441 SpamRecall: 99.865% SpamPrec: 99.238%
+# Correctly non-spam: 66745 98.81%
+# Correctly spam: 118903 99.85%
+# False positives: 805 1.19%
+# False negatives: 180 0.15%
+# TCR(l=50): 2.945412 SpamRecall: 99.849% SpamPrec: 99.328%
# SUMMARY for threshold 3.0:
-# Correctly non-spam: 67217 99.51%
-# Correctly spam: 118784 99.75%
-# False positives: 333 0.49%
-# False negatives: 299 0.25%
-# TCR(l=50): 7.025960 SpamRecall: 99.749% SpamPrec: 99.720%
+# Correctly non-spam: 67260 99.57%
+# Correctly spam: 118770 99.74%
+# False positives: 290 0.43%
+# False negatives: 313 0.26%
+# TCR(l=50): 8.039087 SpamRecall: 99.737% SpamPrec: 99.756%
# SUMMARY for threshold 4.0:
-# Correctly non-spam: 67427 99.82%
-# Correctly spam: 118052 99.13%
-# False positives: 123 0.18%
-# False negatives: 1031 0.87%
-# TCR(l=50): 16.583066 SpamRecall: 99.134% SpamPrec: 99.896%
+# Correctly non-spam: 67446 99.85%
+# Correctly spam: 117999 99.09%
+# False positives: 104 0.15%
+# False negatives: 1084 0.91%
+# TCR(l=50): 18.950191 SpamRecall: 99.090% SpamPrec: 99.912%
# SUMMARY for threshold 4.5:
-# Correctly non-spam: 67469 99.88%
-# Correctly spam: 117840 98.96%
-# False positives: 81 0.12%
-# False negatives: 1243 1.04%
-# TCR(l=50): 22.498205 SpamRecall: 98.956% SpamPrec: 99.931%
+# Correctly non-spam: 67482 99.90%
+# Correctly spam: 117738 98.87%
+# False positives: 68 0.10%
+# False negatives: 1345 1.13%
+# TCR(l=50): 25.096523 SpamRecall: 98.871% SpamPrec: 99.942%
# SUMMARY for threshold 5.5:
-# Correctly non-spam: 67515 99.95%
-# Correctly spam: 116781 98.07%
-# False positives: 35 0.05%
-# False negatives: 2302 1.93%
-# TCR(l=50): 29.388697 SpamRecall: 98.067% SpamPrec: 99.970%
+# Correctly non-spam: 67522 99.96%
+# Correctly spam: 116618 97.93%
+# False positives: 28 0.04%
+# False negatives: 2465 2.07%
+# TCR(l=50): 30.810608 SpamRecall: 97.930% SpamPrec: 99.976%
# SUMMARY for threshold 6.0:
-# Correctly non-spam: 67529 99.97%
-# Correctly spam: 116156 97.54%
-# False positives: 21 0.03%
-# False negatives: 2927 2.46%
-# TCR(l=50): 29.942922 SpamRecall: 97.542% SpamPrec: 99.982%
+# Correctly non-spam: 67531 99.97%
+# Correctly spam: 115906 97.33%
+# False positives: 19 0.03%
+# False negatives: 3177 2.67%
+# TCR(l=50): 28.854616 SpamRecall: 97.332% SpamPrec: 99.984%
# SUMMARY for threshold 6.5:
-# Correctly non-spam: 67538 99.98%
-# Correctly spam: 115355 96.87%
-# False positives: 12 0.02%
-# False negatives: 3728 3.13%
-# TCR(l=50): 27.514556 SpamRecall: 96.869% SpamPrec: 99.990%
+# Correctly non-spam: 67543 99.99%
+# Correctly spam: 115120 96.67%
+# False positives: 7 0.01%
+# False negatives: 3963 3.33%
+# TCR(l=50): 27.610248 SpamRecall: 96.672% SpamPrec: 99.994%
# SUMMARY for threshold 7.0:
-# Correctly non-spam: 67544 99.99%
-# Correctly spam: 114412 96.08%
-# False positives: 6 0.01%
-# False negatives: 4671 3.92%
-# TCR(l=50): 23.955542 SpamRecall: 96.078% SpamPrec: 99.995%
+# Correctly non-spam: 67545 99.99%
+# Correctly spam: 114100 95.82%
+# False positives: 5 0.01%
+# False negatives: 4983 4.18%
+# TCR(l=50): 22.756163 SpamRecall: 95.816% SpamPrec: 99.996%
# SUMMARY for threshold 8.0:
-# Correctly non-spam: 67547 100.00%
-# Correctly spam: 112130 94.16%
-# False positives: 3 0.00%
-# False negatives: 6953 5.84%
-# TCR(l=50): 16.765170 SpamRecall: 94.161% SpamPrec: 99.997%
+# Correctly non-spam: 67548 100.00%
+# Correctly spam: 111736 93.83%
+# False positives: 2 0.00%
+# False negatives: 7347 6.17%
+# TCR(l=50): 15.990735 SpamRecall: 93.830% SpamPrec: 99.998%
# SUMMARY for threshold 9.0:
-# Correctly non-spam: 67549 100.00%
-# Correctly spam: 109492 91.95%
-# False positives: 1 0.00%
-# False negatives: 9591 8.05%
-# TCR(l=50): 12.351727 SpamRecall: 91.946% SpamPrec: 99.999%
+# Correctly non-spam: 67550 100.00%
+# Correctly spam: 108958 91.50%
+# False positives: 0 0.00%
+# False negatives: 10125 8.50%
+# TCR(l=50): 11.761284 SpamRecall: 91.498% SpamPrec: 100.000%
# SUMMARY for threshold 10.0:
# Correctly non-spam: 67550 100.00%
-# Correctly spam: 106243 89.22%
+# Correctly spam: 105529 88.62%
# False positives: 0 0.00%
-# False negatives: 12840 10.78%
-# TCR(l=50): 9.274377 SpamRecall: 89.218% SpamPrec: 100.000%
+# False negatives: 13554 11.38%
+# TCR(l=50): 8.785820 SpamRecall: 88.618% SpamPrec: 100.000%
# SUMMARY for threshold 12.0:
# Correctly non-spam: 67550 100.00%
-# Correctly spam: 98807 82.97%
+# Correctly spam: 97669 82.02%
# False positives: 0 0.00%
-# False negatives: 20276 17.03%
-# TCR(l=50): 5.873101 SpamRecall: 82.973% SpamPrec: 100.000%
+# False negatives: 21414 17.98%
+# TCR(l=50): 5.560988 SpamRecall: 82.018% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
# Correctly non-spam: 67550 100.00%
-# Correctly spam: 86572 72.70%
+# Correctly spam: 84760 71.18%
# False positives: 0 0.00%
-# False negatives: 32511 27.30%
-# TCR(l=50): 3.662853 SpamRecall: 72.699% SpamPrec: 100.000%
+# False negatives: 34323 28.82%
+# TCR(l=50): 3.469481 SpamRecall: 71.177% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
# Correctly non-spam: 67550 100.00%
-# Correctly spam: 78030 65.53%
+# Correctly spam: 75737 63.60%
# False positives: 0 0.00%
-# False negatives: 41053 34.47%
-# TCR(l=50): 2.900714 SpamRecall: 65.526% SpamPrec: 100.000%
+# False negatives: 43346 36.40%
+# TCR(l=50): 2.747266 SpamRecall: 63.600% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
# Correctly non-spam: 67550 100.00%
-# Correctly spam: 65747 55.21%
+# Correctly spam: 62558 52.53%
# False positives: 0 0.00%
-# False negatives: 53336 44.79%
-# TCR(l=50): 2.232695 SpamRecall: 55.211% SpamPrec: 100.000%
+# False negatives: 56525 47.47%
+# TCR(l=50): 2.106732 SpamRecall: 52.533% SpamPrec: 100.000%
Test hit frequencies, for spam and ham corpora:
@@ -168,22 +168,22 @@
0 119083 67550 0.638 0.00 0.00 (all messages)
0.00000 63.8060 36.1940 0.638 0.00 0.00 (all messages as %)
26.321 41.2469 0.0074 1.000 1.00 1.50 URIBL_JP_SURBL
- 21.365 33.4800 0.0089 1.000 0.99 1.40 URIBL_SC_SURBL
+ 21.365 33.4800 0.0089 1.000 0.99 0.47 URIBL_SC_SURBL
9.605 15.0525 0.0015 1.000 0.99 4.50 L_SPAM_TOOL_13
9.282 14.5478 0.0000 1.000 0.99 2.52 RCVD_FORGED_WROTE
9.250 14.4966 0.0000 1.000 0.99 4.33 RCVD_FORGED_WROTE2
8.088 12.6744 0.0015 1.000 0.98 0.00 HDR_ORDER_FTSDMCXX_001C
- 7.520 11.7851 0.0000 1.000 0.98 4.42 FH_MSGID_XXBLAH
+ 7.520 11.7851 0.0000 1.000 0.98 3.39 FH_MSGID_XXBLAH
13.929 21.8226 0.0133 0.999 0.97 1.86 URIBL_AB_SURBL
6.420 10.0619 0.0000 1.000 0.97 3.94 HELO_LOCALHOST
- 6.290 9.8562 0.0030 1.000 0.96 0.65 STOCK_IMG_CTYPE
+ 6.290 9.8562 0.0030 1.000 0.96 0.91 STOCK_IMG_CTYPE
6.447 10.1005 0.0059 0.999 0.96 0.00 STOCK_IMG_HDR_FROM
5.537 8.6763 0.0030 1.000 0.96 2.43 HELO_DYNAMIC_IPADDR
6.162 9.6538 0.0059 0.999 0.96 0.00 STOCK_IMG_HTML
4.732 7.4133 0.0044 0.999 0.95 2.27 DC_GIF_UNO_LARGO
6.847 10.7245 0.0104 0.999 0.95 0.00 FM_DDDD_TIMES_2
- 3.695 5.7918 0.0000 1.000 0.95 3.38 HDR_ORDER_FTSDMCXX_BAT
- 4.414 6.9153 0.0044 0.999 0.95 4.20 TVD_STOCK1
+ 3.695 5.7918 0.0000 1.000 0.95 3.19 HDR_ORDER_FTSDMCXX_BAT
+ 4.414 6.9153 0.0044 0.999 0.95 3.75 TVD_STOCK1
7.540 11.8086 0.0163 0.999 0.95 0.00 DYN_RDNS_AND_INLINE_IMAGE
13.018 20.3883 0.0252 0.999 0.94 1.50 RAZOR2_CF_RANGE_E8_51_100
3.051 4.7824 0.0000 1.000 0.94 4.39 HELO_DYNAMIC_IPADDR2
@@ -191,190 +191,190 @@
3.376 5.2887 0.0030 0.999 0.94 1.59 CURR_PRICE
2.525 3.9577 0.0000 1.000 0.94 3.24 FH_MSGID_000000
2.522 3.9527 0.0000 1.000 0.93 2.03 AXB_XMID_OEGOESNULL
- 7.689 12.0378 0.0237 0.998 0.93 0.07 FH_HELO_EQ_D_D_D_D
+ 7.689 12.0378 0.0237 0.998 0.93 0.00 FH_HELO_EQ_D_D_D_D
4.539 7.1068 0.0133 0.998 0.93 1.44 FB_CIALIS_LEO3
3.551 5.5608 0.0089 0.998 0.93 0.00 DC_IMAGE_SPAM_HTML
- 23.055 36.1101 0.0400 0.999 0.93 2.23 URIBL_BLACK
+ 23.055 36.1101 0.0400 0.999 0.93 1.96 URIBL_BLACK
2.383 3.7344 0.0000 1.000 0.93 3.02 AXB_XMID_1510
- 2.699 4.2265 0.0059 0.999 0.93 3.21 FORGED_MUA_OUTLOOK
+ 2.699 4.2265 0.0059 0.999 0.93 3.12 FORGED_MUA_OUTLOOK
4.459 6.9800 0.0148 0.998 0.93 0.50 DYN_RDNS_SHORT_HELO_HTML
- 2.341 3.6697 0.0000 1.000 0.92 3.41 FB_SOFTTABS
- 2.293 3.5941 0.0000 1.000 0.92 1.93 CTYPE_8SPACE_GIF
+ 2.341 3.6697 0.0000 1.000 0.92 3.51 FB_SOFTTABS
+ 2.293 3.5941 0.0000 1.000 0.92 1.63 CTYPE_8SPACE_GIF
2.350 3.6815 0.0030 0.999 0.92 4.00 FM_DOESNT_SAY_STOCK
4.588 7.1790 0.0192 0.997 0.92 1.50 CTYPE_001C_A
- 2.664 4.1694 0.0089 0.998 0.92 1.44 TVD_FW_GRAPHIC_NAME_LONG
- 3.110 4.8672 0.0118 0.998 0.92 2.17 HTML_IMAGE_ONLY_08
+ 2.664 4.1694 0.0089 0.998 0.92 1.08 TVD_FW_GRAPHIC_NAME_LONG
+ 3.110 4.8672 0.0118 0.998 0.92 1.79 HTML_IMAGE_ONLY_08
2.271 3.5580 0.0015 1.000 0.92 0.68 SHORT_TERM_PRICE
2.096 3.2851 0.0000 1.000 0.91 3.57 TVD_QUAL_MEDS
2.190 3.4312 0.0015 1.000 0.91 0.00 LONG_TERM_PRICE
1.993 3.1230 0.0000 1.000 0.91 0.00 STOCK_PRICES
- 2.097 3.2851 0.0015 1.000 0.91 3.72 FM_RE_HELLO_SPAM
+ 2.097 3.2851 0.0015 1.000 0.91 2.78 FM_RE_HELLO_SPAM
2.674 4.1836 0.0133 0.997 0.91 0.00 STOCK_IMG_OUTLOOK
1.898 2.9744 0.0000 1.000 0.91 4.29 HELO_DYNAMIC_HCC
1.841 2.8854 0.0000 1.000 0.91 1.93 TVD_RCVD_IP
6.372 9.9687 0.0311 0.997 0.90 0.00 DIGEST_MULTIPLE
- 1.738 2.7233 0.0000 1.000 0.90 4.03 MID_DEGREES
- 4.063 6.3544 0.0237 0.996 0.90 1.12 SHORT_HELO_AND_INLINE_IMAGE
+ 1.738 2.7233 0.0000 1.000 0.90 3.70 MID_DEGREES
+ 4.063 6.3544 0.0237 0.996 0.90 0.78 SHORT_HELO_AND_INLINE_IMAGE
1.709 2.6788 0.0000 1.000 0.90 0.00 FH_HOST_EQ_VERIZON_P
17.627 27.5984 0.0489 0.998 0.90 3.03 RCVD_IN_XBL
+ 6.054 9.4690 0.0326 0.997 0.90 0.38 PART_CID_STOCK_LESS
19.280 30.1873 0.0503 0.998 0.90 1.50 URIBL_OB_SURBL
1.646 2.5797 0.0000 1.000 0.90 1.56 DRUG_ED_GENERIC
- 6.054 9.4690 0.0326 0.997 0.90 0.27 PART_CID_STOCK_LESS
1.524 2.3891 0.0000 1.000 0.90 0.09 TVD_ENVFROM_APOST
2.129 3.3321 0.0089 0.997 0.90 0.00 DYN_RDNS_SHORT_HELO_IMAGE
- 1.492 2.3370 0.0015 0.999 0.89 2.33 FH_HOST_ALMOST_IP
+ 1.492 2.3370 0.0015 0.999 0.89 1.75 FH_HOST_ALMOST_IP
2.526 3.9477 0.0192 0.995 0.89 0.00 HTML_SHORT_LINK_IMG_1
1.475 2.3110 0.0015 0.999 0.89 1.50 FM_LIKE_STOCKS
- 1.383 2.1682 0.0000 1.000 0.89 3.03 HELO_DYNAMIC_SPLIT_IP
+ 1.383 2.1682 0.0000 1.000 0.89 3.49 HELO_DYNAMIC_SPLIT_IP
1.278 2.0028 0.0000 1.000 0.89 1.47 MIME_BOUND_DD_DIGITS
1.794 2.8064 0.0089 0.997 0.89 3.50 DRUGS_STOCK_MIMEOLE
1.446 2.2631 0.0044 0.998 0.88 0.00 FORGED_OUTLOOK_HTML
- 1.740 2.7216 0.0089 0.997 0.88 1.90 SUBJ_ILLEGAL_CHARS
- 1.223 1.9172 0.0000 1.000 0.88 2.17 FM_XMAIL_F_OUT
+ 1.740 2.7216 0.0089 0.997 0.88 1.59 SUBJ_ILLEGAL_CHARS
+ 1.223 1.9172 0.0000 1.000 0.88 1.81 FM_XMAIL_F_OUT
1.305 2.0440 0.0030 0.999 0.88 0.00 DRUGS_ANXIETY_EREC
17.325 27.1197 0.0577 0.998 0.88 0.50 RAZOR2_CF_RANGE_51_100
1.191 1.8668 0.0000 1.000 0.88 0.00 HELO_FRIEND
12.220 19.1194 0.0563 0.997 0.88 0.00 FH_MSGID_01C67
1.185 1.8567 0.0000 1.000 0.88 4.20 MSGID_SPAM_CAPS
- 2.480 3.8721 0.0266 0.993 0.87 0.54 TVD_FW_GRAPHIC_NAME_MID
+ 2.480 3.8721 0.0266 0.993 0.88 0.54 TVD_FW_GRAPHIC_NAME_MID
1.677 2.6217 0.0118 0.996 0.87 0.00 DC_IMAGE_SPAM_TEXT
2.909 4.5405 0.0326 0.993 0.87 0.80 FB_GET_MEDS
20.859 32.6529 0.0666 0.998 0.87 1.50 URIBL_WS_SURBL
- 1.071 1.6787 0.0000 1.000 0.87 4.09 FH_HELO_EQ_610HEX
4.794 7.4889 0.0444 0.994 0.87 0.28 DRUGS_ERECTILE
+ 1.071 1.6787 0.0000 1.000 0.87 4.09 FH_HELO_EQ_610HEX
1.209 1.8920 0.0059 0.997 0.87 2.84 RCVD_HELO_IP_MISMATCH
5.619 8.7788 0.0474 0.995 0.87 2.84 RCVD_BAD_ID
- 58.420 91.5160 0.0755 0.999 0.86 3.50 BAYES_99
- 0.973 1.5250 0.0000 1.000 0.86 4.01 FM_VIAGRA_SPAM1114
+ 58.420 91.5160 0.0755 0.999 0.87 3.50 BAYES_99
+ 0.973 1.5250 0.0000 1.000 0.86 3.83 FM_VIAGRA_SPAM1114
2.313 3.6084 0.0281 0.992 0.86 1.74 OUTLOOK_3416
2.446 3.8150 0.0326 0.992 0.86 1.40 HELO_DYNAMIC_DHCP
- 1.200 1.8760 0.0089 0.995 0.86 1.79 DATE_IN_FUTURE_96_XX
- 10.621 16.6111 0.0622 0.996 0.86 1.29 PART_CID_STOCK
- 0.892 1.3982 0.0000 1.000 0.86 4.10 FB_YOUR_REFI
+ 10.621 16.6111 0.0622 0.996 0.86 1.64 PART_CID_STOCK
+ 1.200 1.8760 0.0089 0.995 0.86 1.44 DATE_IN_FUTURE_96_XX
+ 0.892 1.3982 0.0000 1.000 0.86 3.52 FB_YOUR_REFI
1.231 1.9222 0.0118 0.994 0.86 0.00 FORGED_OUTLOOK_TAGS
- 1.113 1.7408 0.0074 0.996 0.85 1.35 FRT_OFFER2
- 2.236 3.4866 0.0311 0.991 0.85 1.73 HTML_IMAGE_ONLY_16
+ 1.113 1.7408 0.0074 0.996 0.85 1.29 FRT_OFFER2
+ 2.236 3.4866 0.0311 0.991 0.85 1.53 HTML_IMAGE_ONLY_16
0.837 1.3117 0.0000 1.000 0.85 3.18 TVD_RCVD_IP4
1.207 1.8836 0.0148 0.992 0.85 0.00 FM_SEX_HOSTDDDD
- 0.870 1.3604 0.0044 0.997 0.85 3.79 FM_RATSIGN_1106
+ 0.870 1.3604 0.0044 0.997 0.85 3.80 FM_RATSIGN_1106
0.776 1.2160 0.0000 1.000 0.84 1.22 HELO_LH_LD
0.765 1.1992 0.0000 1.000 0.84 0.00 ONLINE_PHARMACY
1.035 1.6157 0.0118 0.993 0.84 0.00 HTML_SHORT_LINK_IMG_2
- 0.751 1.1773 0.0000 1.000 0.84 4.06 FH_HOST_EQ_DYNAMICIP
1.389 2.1640 0.0222 0.990 0.84 0.34 DRUGS_ANXIETY
+ 0.751 1.1773 0.0000 1.000 0.84 4.06 FH_HOST_EQ_DYNAMICIP
0.702 1.1009 0.0000 1.000 0.84 0.00 TVD_VISIT_PHARMA
0.689 1.0799 0.0000 1.000 0.83 4.00 FROM_ILLEGAL_CHARS
- 1.151 1.7929 0.0192 0.989 0.83 3.04 DATE_IN_FUTURE_12_24
+ 1.151 1.7929 0.0192 0.989 0.83 2.19 DATE_IN_FUTURE_12_24
0.784 1.2252 0.0059 0.995 0.83 1.50 DNS_FROM_RFC_DSN
0.673 1.0547 0.0000 1.000 0.83 3.55 FM_ROLEX_ADS
0.660 1.0346 0.0000 1.000 0.83 3.50 AXB_XMID_1212
0.820 1.2798 0.0089 0.993 0.83 1.23 HG_HORMONE
0.678 1.0623 0.0015 0.999 0.83 4.00 FB_LETTERS_21B
- 1.889 2.9400 0.0370 0.988 0.83 2.50 HTML_IMAGE_ONLY_12
+ 1.889 2.9400 0.0370 0.988 0.83 2.46 HTML_IMAGE_ONLY_12
0.620 0.9724 0.0000 1.000 0.83 3.56 FH_HELO_ALMOST_IP
0.911 1.4192 0.0163 0.989 0.82 1.55 RCVD_IN_SBL
0.818 1.2756 0.0118 0.991 0.82 0.00 DRUGS_MUSCLE
1.152 1.7920 0.0237 0.987 0.82 0.00 HTML_SHORT_LINK_IMG_3
- 0.599 0.9388 0.0000 1.000 0.82 3.51 WHOIS_AITPRIV
1.970 3.0634 0.0415 0.987 0.82 0.00 SUBJECT_NEEDS_ENCODING
- 0.647 1.0111 0.0044 0.996 0.82 1.23 DRUGS_ERECTILE_OBFU
+ 0.599 0.9388 0.0000 1.000 0.82 3.51 WHOIS_AITPRIV
32.274 0.0537 89.0748 0.001 0.82 -2.60 BAYES_00
- 0.589 0.9237 0.0000 1.000 0.82 4.00 JM_RCVD_QMAILV1
+ 0.647 1.0111 0.0044 0.996 0.82 1.23 DRUGS_ERECTILE_OBFU
2.568 3.9930 0.0548 0.986 0.82 1.55 HTML_IMAGE_ONLY_20
+ 0.589 0.9237 0.0000 1.000 0.82 4.00 JM_RCVD_QMAILV1
0.594 0.9296 0.0015 0.998 0.82 3.96 KAM_STOCKOTC
2.345 3.6462 0.0503 0.986 0.82 0.27 DATE_IN_FUTURE_03_06
0.917 1.4242 0.0222 0.985 0.81 1.40 RATWARE_MS_HASH
0.585 0.9145 0.0030 0.997 0.81 1.50 BASE64_LENGTH_79_INF
- 0.521 0.8171 0.0000 1.000 0.81 4.00 HELO_DYNAMIC_DIALIN
+ 0.521 0.8171 0.0000 1.000 0.81 3.38 HELO_DYNAMIC_DIALIN
0.803 1.2479 0.0178 0.986 0.81 3.00 BAYES_95
0.597 0.9321 0.0059 0.994 0.81 0.27 FB_HG_H_CAP
0.532 0.8330 0.0015 0.998 0.81 1.59 FRT_VALIUM1
- 0.504 0.7902 0.0000 1.000 0.81 3.24 FB_REPLIC_CAP
2.332 3.6244 0.0533 0.986 0.81 3.20 FROM_LOCAL_NOVOWEL
+ 0.504 0.7902 0.0000 1.000 0.81 3.24 FB_REPLIC_CAP
0.614 0.9565 0.0089 0.991 0.81 2.49 FRT_PENIS1
0.485 0.7600 0.0000 1.000 0.81 1.85 FM_SEX_HELODDDD
17.523 27.4078 0.0962 0.997 0.80 0.50 RAZOR2_CHECK
- 1.203 1.8668 0.0340 0.982 0.80 0.09 RCVD_IN_PBL
0.471 0.7381 0.0000 1.000 0.80 3.76 FB_ANA_TRIM
0.464 0.7272 0.0000 1.000 0.80 3.11 MSGID_YAHOO_CAPS
- 0.491 0.7667 0.0044 0.994 0.80 1.79 URIBL_PH_SURBL
0.871 1.3495 0.0266 0.981 0.80 1.48 DNS_FROM_RFC_BOGUSMX
+ 0.491 0.7667 0.0044 0.994 0.80 1.79 URIBL_PH_SURBL
0.422 0.6609 0.0000 1.000 0.80 2.66 HS_BODY_UPLOADED_SOFTWARE
0.398 0.6231 0.0000 1.000 0.79 3.85 RATWARE_RCVD_PF
0.391 0.6122 0.0000 1.000 0.79 2.07 FR_MIDER
0.390 0.6105 0.0000 1.000 0.79 1.11 FU_MIDER
0.443 0.6911 0.0044 0.994 0.79 1.89 IMPOTENCE
0.373 0.5853 0.0000 1.000 0.79 3.80 SUBJECT_FUZZY_MEDS
- 0.421 0.6567 0.0044 0.993 0.79 0.00 DRUGS_DIET
3.511 5.4584 0.0785 0.986 0.79 2.01 FAKE_REPLY_C
- 0.478 0.7440 0.0089 0.988 0.79 1.33 ADVANCE_FEE_3
- 0.348 0.5458 0.0000 1.000 0.78 2.81 FRT_SYMBOL
+ 0.421 0.6567 0.0044 0.993 0.79 0.00 DRUGS_DIET
+ 0.478 0.7440 0.0089 0.988 0.79 1.43 ADVANCE_FEE_3
+ 0.348 0.5458 0.0000 1.000 0.78 2.94 FRT_SYMBOL
0.345 0.5408 0.0000 1.000 0.78 3.90 FS_PHARMASUB2
0.364 0.5694 0.0015 0.997 0.78 1.71 FORGED_MSGID_YAHOO
0.339 0.5307 0.0000 1.000 0.78 3.80 RCVD_DOUBLE_IP_SPAM
0.348 0.5442 0.0015 0.997 0.78 0.64 ADVANCE_FEE_4
+ 1.238 1.9130 0.0474 0.976 0.78 1.13 DNS_FROM_OPENWHOIS
0.346 0.5408 0.0015 0.997 0.78 1.70 TVD_FUZZY_SYMBOL
- 1.238 1.9130 0.0474 0.976 0.78 1.17 DNS_FROM_OPENWHOIS
0.880 1.3596 0.0355 0.975 0.78 0.00 BAD_CREDIT
1.014 1.5661 0.0415 0.974 0.78 1.69 DATE_IN_PAST_96_XX
0.330 0.5173 0.0000 1.000 0.78 3.90 FH_MSGID_01C70XXX
0.327 0.5131 0.0000 1.000 0.78 3.46 XMAILER_MIMEOLE_OL_8627E
- 0.324 0.5072 0.0000 1.000 0.77 1.30 FRT_VALIUM2
1.096 1.6921 0.0444 0.974 0.77 2.34 SPAMMY_XMAILER
+ 0.324 0.5072 0.0000 1.000 0.77 1.30 FRT_VALIUM2
0.331 0.5181 0.0015 0.997 0.77 2.95 FB_QUALITY_REPLICA
0.420 0.6525 0.0104 0.984 0.77 2.41 TVD_SPACED_SUBJECT_WORD3
- 0.317 0.4963 0.0000 1.000 0.77 0.08 DRUGS_MANYKINDS
- 0.333 0.5198 0.0030 0.994 0.77 1.81 FRT_LEVITRA
+ 0.317 0.4963 0.0000 1.000 0.77 0.13 DRUGS_MANYKINDS
1.158 1.7878 0.0474 0.974 0.77 1.90 DATE_IN_FUTURE_06_12
+ 0.333 0.5198 0.0030 0.994 0.77 1.81 FRT_LEVITRA
+ 0.492 0.7617 0.0163 0.979 0.77 0.58 SPF_HELO_NEUTRAL
0.314 0.4921 0.0000 1.000 0.77 3.19 FU_URI_TRACKER_T
- 0.492 0.7617 0.0163 0.979 0.77 0.80 SPF_HELO_NEUTRAL
- 0.795 1.2260 0.0355 0.972 0.77 2.85 TVD_FINGER_02
+ 0.795 1.2260 0.0355 0.972 0.77 2.13 TVD_FINGER_02
0.295 0.4627 0.0000 1.000 0.77 1.64 XMAILER_MIMEOLE_OL_465CD
0.399 0.6189 0.0118 0.981 0.77 3.49 FRT_PRICE
- 0.742 1.1421 0.0355 0.970 0.76 1.50 NO_DNS_FOR_FROM
- 0.911 1.4024 0.0444 0.969 0.76 1.79 URI_NOVOWEL
- 0.505 0.7801 0.0207 0.974 0.76 2.04 RCVD_ILLEGAL_IP
+ 0.742 1.1421 0.0355 0.970 0.77 1.50 NO_DNS_FOR_FROM
+ 0.911 1.4024 0.0444 0.969 0.76 1.62 URI_NOVOWEL
+ 0.505 0.7801 0.0207 0.974 0.76 1.91 RCVD_ILLEGAL_IP
0.264 0.4140 0.0000 1.000 0.76 2.88 DATE_SPAMWARE_Y2K
0.259 0.4056 0.0000 1.000 0.76 3.65 XMAILER_MIMEOLE_OL_22B61
0.296 0.0017 0.8142 0.002 0.76 -1.80 ALL_TRUSTED
13.492 21.0626 0.1451 0.993 0.76 1.00 EXTRA_MPART_TYPE
+ 3.166 4.9100 0.0903 0.982 0.76 0.96 RCVD_IN_DSBL
0.256 0.4006 0.0000 1.000 0.76 3.71 HELO_LH_HOME
- 3.166 4.9100 0.0903 0.982 0.76 1.20 RCVD_IN_DSBL
0.464 0.7155 0.0207 0.972 0.76 0.00 HTTP_EXCESSIVE_ESCAPES
0.257 0.4022 0.0015 0.996 0.76 1.91 MSGID_RANDY
0.245 0.3838 0.0000 1.000 0.75 2.50 FS_REPLICAWATCH
0.251 0.3930 0.0015 0.996 0.75 2.42 FRT_XANAX1
- 0.237 0.3720 0.0000 1.000 0.75 3.80 HEAD_ILLEGAL_CHARS
+ 20.130 31.4478 0.1776 0.994 0.75 0.91 RCVD_IN_PBL
1.937 2.9920 0.0785 0.974 0.75 0.00 MIME_HTML_ONLY_MULTI
- 0.231 0.3619 0.0000 1.000 0.75 2.61 HTML_IMAGE_ONLY_04
+ 0.237 0.3720 0.0000 1.000 0.75 3.62 HEAD_ILLEGAL_CHARS
+ 0.231 0.3619 0.0000 1.000 0.75 2.04 HTML_IMAGE_ONLY_04
0.563 0.0176 1.5233 0.011 0.75 -1.11 BAYES_05
+ 6.990 10.8798 0.1318 0.988 0.75 0.22 FH_HOST_EQ_D_D_D_DB
0.245 0.3829 0.0030 0.992 0.75 0.32 DRUG_ED_CAPS
- 0.229 0.3594 0.0000 1.000 0.75 2.42 NULL_IN_BODY
- 6.990 10.8798 0.1318 0.988 0.75 0.00 FH_HOST_EQ_D_D_D_DB
0.371 0.5702 0.0192 0.967 0.75 1.50 WHOIS_PRIVPROT
+ 0.229 0.3594 0.0000 1.000 0.75 2.42 NULL_IN_BODY
0.247 0.3846 0.0044 0.989 0.74 1.18 MORE_SEX
0.243 0.3787 0.0030 0.992 0.74 0.00 SUBJECT_DRUG_GAP_C
- 0.380 0.5836 0.0207 0.966 0.74 1.79 UPPERCASE_75_100
+ 0.380 0.5836 0.0207 0.966 0.74 1.53 UPPERCASE_75_100
0.226 0.3544 0.0000 1.000 0.74 3.25 FORGED_MUA_AOL_FROM
0.226 0.3544 0.0000 1.000 0.74 3.47 FUZZY_SOFTWARE
- 0.223 0.3493 0.0000 1.000 0.74 2.47 FH_FAKE_RCVD_LINE
1.859 2.8677 0.0799 0.973 0.74 0.00 APOSTROPHE_FROM
- 0.229 0.3577 0.0015 0.996 0.74 2.49 STRONG_BUY
+ 0.223 0.3493 0.0000 1.000 0.74 2.47 FH_FAKE_RCVD_LINE
0.842 1.2899 0.0518 0.961 0.74 2.00 BAYES_80
- 0.220 0.3443 0.0000 1.000 0.74 2.35 RATWARE_EFROM
- 0.219 0.3426 0.0000 1.000 0.74 2.78 BASE64_LENGTH_78_79
+ 0.229 0.3577 0.0015 0.996 0.74 2.49 STRONG_BUY
+ 0.220 0.3443 0.0000 1.000 0.74 1.53 RATWARE_EFROM
+ 2.381 3.6798 0.0918 0.976 0.74 1.55 HTML_IMAGE_ONLY_24
0.541 0.8280 0.0355 0.959 0.74 0.12 HTML_FONT_LOW_CONTRAST
+ 0.219 0.3426 0.0000 1.000 0.74 2.78 BASE64_LENGTH_78_79
0.258 0.3980 0.0104 0.975 0.73 0.69 XMAILER_MIMEOLE_OL_3AC1D
- 2.381 3.6798 0.0918 0.976 0.73 1.55 HTML_IMAGE_ONLY_24
0.233 0.3611 0.0059 0.984 0.73 3.50 REPTO_OVERQUOTE_THEBAT
+ 0.726 1.1102 0.0489 0.958 0.73 1.90 INVALID_MSGID
0.242 0.3745 0.0074 0.981 0.73 2.02 WHOIS_WHOISGUARD
0.216 0.3384 0.0000 1.000 0.73 2.59 DIV_CENTER_A_HREF
- 0.726 1.1102 0.0489 0.958 0.73 2.26 INVALID_MSGID
0.215 0.3376 0.0000 1.000 0.73 1.04 FH_HELO_EQ_CHARTER
0.211 0.3309 0.0000 1.000 0.73 3.40 FM_MANY_DRUG_WORDS
- 0.303 0.4652 0.0178 0.963 0.73 2.52 RCVD_IN_NJABL_SPAM
- 19.931 31.1144 0.2147 0.993 0.73 1.73 RCVD_IN_SORBS_DUL
- 0.210 0.3267 0.0030 0.991 0.72 3.11 DATE_IN_FUTURE_24_48
+ 0.303 0.4652 0.0178 0.963 0.73 2.07 RCVD_IN_NJABL_SPAM
+ 19.931 31.1144 0.2147 0.993 0.73 0.88 RCVD_IN_SORBS_DUL
+ 0.210 0.3267 0.0030 0.991 0.72 3.20 DATE_IN_FUTURE_24_48
0.196 0.3073 0.0000 1.000 0.72 3.69 XMAILER_MIMEOLE_OL_BC7E6
0.195 0.3057 0.0000 1.000 0.72 3.58 FB_FHARMACY
0.234 0.3603 0.0118 0.968 0.72 0.31 BODY_ENHANCEMENT
@@ -383,157 +383,157 @@
0.223 0.3451 0.0089 0.975 0.72 1.17 REPTO_QUOTE_AOL
0.188 0.2948 0.0000 1.000 0.72 3.70 DOS_STOCK_BAT
0.208 0.3225 0.0059 0.982 0.72 2.73 SB_GIF_AND_NO_URIS
+ 2.721 4.1962 0.1214 0.972 0.72 2.22 TVD_SPACE_RATIO
0.193 0.3015 0.0030 0.990 0.71 0.00 URIBL_RED
- 2.721 4.1962 0.1214 0.972 0.71 2.22 TVD_SPACE_RATIO
- 0.184 0.2889 0.0000 1.000 0.71 3.59 FU_END_ET
+ 0.184 0.2889 0.0000 1.000 0.71 3.50 FU_END_ET
0.290 0.4400 0.0252 0.946 0.71 1.15 FORGED_MUA_THEBAT_CS
- 6.635 10.2911 0.1895 0.982 0.71 0.00 DC_IMG_HTML_RATIO
- 0.415 0.6273 0.0400 0.940 0.71 1.40 FS_REPLICA
+ 0.415 0.6273 0.0400 0.940 0.71 1.04 FS_REPLICA
0.461 0.6978 0.0429 0.942 0.71 0.00 FUZZY_CPILL
- 0.173 0.2712 0.0000 1.000 0.71 2.15 FH_BAD_OEV1441
- 0.173 0.2712 0.0000 1.000 0.71 2.28 XMAILER_MIMEOLE_OL_72641
+ 6.635 10.2911 0.1895 0.982 0.71 0.00 DC_IMG_HTML_RATIO
2.454 3.7797 0.1170 0.970 0.71 1.25 INVALID_DATE
+ 0.173 0.2712 0.0000 1.000 0.71 2.40 FH_BAD_OEV1441
+ 0.173 0.2712 0.0000 1.000 0.71 2.28 XMAILER_MIMEOLE_OL_72641
+ 1.327 2.0297 0.0873 0.959 0.71 0.00 MISSING_MIMEOLE
0.177 0.2771 0.0015 0.995 0.71 3.13 UNRESOLVED_TEMPLATE
0.189 0.2931 0.0044 0.985 0.71 2.38 FRT_TODAY2
0.172 0.2696 0.0000 1.000 0.71 3.59 FB_INDEPEND_RWD
0.185 0.2880 0.0030 0.990 0.71 2.04 SPOOF_COM2OTH
- 1.327 2.0297 0.0873 0.959 0.71 0.46 MISSING_MIMEOLE
0.204 0.3149 0.0089 0.973 0.71 1.81 BAD_ENC_HEADER
0.169 0.2645 0.0000 1.000 0.70 3.19 FH_DATE_PAST_20XX
- 0.172 0.2687 0.0015 0.995 0.70 3.04 X_IP
- 0.168 0.2637 0.0000 1.000 0.70 1.39 FM_LUX_GIFTS_REDUCED
- 0.210 0.3208 0.0133 0.960 0.70 0.00 SUBJ_BUY
- 0.164 0.2570 0.0000 1.000 0.70 3.59 FB_REF_CODE_SPACE
+ 0.172 0.2687 0.0015 0.995 0.70 3.18 X_IP
+ 0.168 0.2637 0.0000 1.000 0.70 0.77 FM_LUX_GIFTS_REDUCED
0.648 0.9808 0.0607 0.942 0.70 1.50 FORGED_HOTMAIL_RCVD2
+ 0.210 0.3208 0.0133 0.960 0.70 0.00 SUBJ_BUY
+ 0.164 0.2570 0.0000 1.000 0.70 3.60 FB_REF_CODE_SPACE
0.163 0.2553 0.0000 1.000 0.70 3.53 FB_DOUBLE_0WORDS
0.162 0.2536 0.0000 1.000 0.70 3.59 HELO_DYNAMIC_CHELLO_NL
0.166 0.2595 0.0015 0.994 0.70 2.31 FH_HELO_ENDS_DOT
0.161 0.2528 0.0000 1.000 0.70 1.89 HS_UPLOADED_SOFTWARE
0.161 0.2528 0.0000 1.000 0.70 1.79 FS_NEW_SOFT_UPLOAD
0.161 0.2528 0.0000 1.000 0.70 3.60 HS_SUBJ_NEW_SOFTWARE
- 0.722 1.0925 0.0681 0.941 0.69 1.94 MIME_BASE64_TEXT
+ 0.722 1.0925 0.0681 0.941 0.69 1.75 MIME_BASE64_TEXT
0.162 0.2528 0.0015 0.994 0.69 1.53 MILLION_USD
0.156 0.2452 0.0000 1.000 0.69 0.84 TVD_VIS_HIDDEN
- 0.213 0.3233 0.0178 0.948 0.69 0.00 HTML_OBFUSCATE_05_10
1.226 1.8701 0.0903 0.954 0.69 0.82 MSOE_MID_WRONG_CASE
+ 0.213 0.3233 0.0178 0.948 0.69 0.00 HTML_OBFUSCATE_05_10
0.642 0.0361 1.7113 0.021 0.69 -0.74 BAYES_20
- 0.153 0.2402 0.0000 1.000 0.69 2.80 FH_RE_NEW_DDD
- 0.173 0.2670 0.0074 0.973 0.69 1.25 HTML_TAG_BALANCE_HEAD
+ 0.153 0.2402 0.0000 1.000 0.69 2.69 FH_RE_NEW_DDD
+ 0.173 0.2670 0.0074 0.973 0.69 1.33 HTML_TAG_BALANCE_HEAD
0.151 0.2368 0.0000 1.000 0.69 0.00 TVD_FLOAT_GENERAL
0.156 0.2435 0.0015 0.994 0.69 1.78 JOIN_MILLIONS
0.148 0.2326 0.0000 1.000 0.69 2.06 XMAILER_MIMEOLE_OL_4EEDB
- 0.147 0.2309 0.0000 1.000 0.69 1.46 XMAILER_MIMEOLE_OL_812FF
- 0.147 0.2309 0.0000 1.000 0.69 0.55 XMAILER_MIMEOLE_OL_015D5
+ 0.147 0.2309 0.0000 1.000 0.69 1.85 XMAILER_MIMEOLE_OL_812FF
+ 0.147 0.2309 0.0000 1.000 0.69 1.01 XMAILER_MIMEOLE_OL_015D5
0.147 0.2309 0.0000 1.000 0.69 2.98 XMAILER_MIMEOLE_OL_6554A
0.653 0.9833 0.0696 0.934 0.68 0.69 DNS_FROM_AHBL_RHSBL
0.717 1.0824 0.0725 0.937 0.68 1.00 BAYES_60
- 0.632 0.9514 0.0681 0.933 0.68 1.50 ADVANCE_FEE_2
+ 0.632 0.9514 0.0681 0.933 0.68 1.23 ADVANCE_FEE_2
0.140 0.2200 0.0000 1.000 0.68 3.50 TVD_SECTION
0.140 0.2200 0.0000 1.000 0.68 2.22 XMAILER_MIMEOLE_OL_07794
0.139 0.2183 0.0000 1.000 0.68 1.77 XMAILER_MIMEOLE_OL_ADFF7
0.139 0.2183 0.0000 1.000 0.68 1.60 XMAILER_MIMEOLE_OL_9B90B
- 4.427 6.8179 0.2117 0.970 0.68 0.81 MPART_ALT_DIFF
- 0.139 0.2175 0.0000 1.000 0.68 2.52 XMAILER_MIMEOLE_OL_B30D1
+ 0.139 0.2175 0.0000 1.000 0.68 3.38 XMAILER_MIMEOLE_OL_B30D1
0.139 0.2175 0.0000 1.000 0.68 3.17 XMAILER_MIMEOLE_OL_25340
0.138 0.2158 0.0000 1.000 0.68 2.01 XMAILER_MIMEOLE_OL_B4B40
+ 4.427 6.8179 0.2117 0.970 0.68 0.74 MPART_ALT_DIFF
0.161 0.2477 0.0074 0.971 0.68 1.75 FUZZY_XPILL
+ 1.435 2.1850 0.1140 0.950 0.68 0.10 HTML_MIME_NO_HTML_TAG
0.137 0.2150 0.0000 1.000 0.68 2.16 XMAILER_MIMEOLE_OL_4F240
0.137 0.2141 0.0000 1.000 0.68 0.83 XMAILER_MIMEOLE_OL_3857F
0.137 0.2141 0.0000 1.000 0.68 2.27 FAKE_OUTBLAZE_RCVD
0.147 0.2284 0.0030 0.987 0.68 2.62 TVD_ACT_193
- 1.435 2.1850 0.1140 0.950 0.68 0.23 HTML_MIME_NO_HTML_TAG
0.136 0.2133 0.0000 1.000 0.68 2.07 XMAILER_MIMEOLE_OL_F475E
0.135 0.2116 0.0000 1.000 0.67 3.50 XMAILER_MIMEOLE_OL_B9B11
0.233 0.3477 0.0311 0.918 0.67 0.00 LOW_PRICE
- 0.134 0.2108 0.0000 1.000 0.67 2.11 XMAILER_MIMEOLE_OL_F3B05
- 0.233 0.3468 0.0311 0.918 0.67 0.00 BODY_ENHANCEMENT2
1.300 1.9734 0.1125 0.946 0.67 1.56 HTML_IMAGE_ONLY_28
+ 0.134 0.2108 0.0000 1.000 0.67 2.31 XMAILER_MIMEOLE_OL_F3B05
+ 0.233 0.3468 0.0311 0.918 0.67 0.00 BODY_ENHANCEMENT2
0.132 0.2074 0.0000 1.000 0.67 0.58 XMAILER_MIMEOLE_OL_CF0C0
0.131 0.2049 0.0000 1.000 0.67 0.16 XMAILER_MIMEOLE_OL_4BF4C
- 0.130 0.2041 0.0000 1.000 0.67 3.54 XMAILER_MIMEOLE_OL_C65FA
0.266 0.3930 0.0415 0.905 0.67 0.00 UPPERCASE_50_75
+ 0.130 0.2041 0.0000 1.000 0.67 3.54 XMAILER_MIMEOLE_OL_C65FA
+ 0.355 0.5257 0.0533 0.908 0.67 0.06 HTML_FONT_SIZE_HUGE
0.130 0.2032 0.0000 1.000 0.67 2.01 XMAILER_MIMEOLE_OL_F6D01
- 0.355 0.5257 0.0533 0.908 0.67 0.21 HTML_FONT_SIZE_HUGE
- 0.129 0.2024 0.0000 1.000 0.67 1.00 XMAILER_MIMEOLE_OL_FF5C8
+ 0.129 0.2024 0.0000 1.000 0.67 1.57 XMAILER_MIMEOLE_OL_FF5C8
0.129 0.2015 0.0000 1.000 0.66 0.19 XMAILER_MIMEOLE_OL_5B79A
0.134 0.2083 0.0030 0.986 0.66 1.10 FS_NEW_XXX
0.128 0.2007 0.0000 1.000 0.66 2.15 FORGED_MUA_OIMO
- 0.219 0.3258 0.0311 0.913 0.66 0.57 RCVD_IN_SORBS_SOCKS
- 0.127 0.1990 0.0000 1.000 0.66 1.60 X_MESSAGE_INFO
+ 0.219 0.3258 0.0311 0.913 0.66 0.80 RCVD_IN_SORBS_SOCKS
0.275 0.4056 0.0459 0.898 0.66 1.22 DATE_IN_PAST_24_48
- 0.200 0.2981 0.0266 0.918 0.66 1.01 MPART_ALT_DIFF_COUNT
+ 0.127 0.1990 0.0000 1.000 0.66 1.60 X_MESSAGE_INFO
+ 0.200 0.2981 0.0266 0.918 0.66 1.11 MPART_ALT_DIFF_COUNT
0.126 0.1982 0.0000 1.000 0.66 2.95 XMAILER_MIMEOLE_OL_58CB5
+ 1.004 1.5157 0.1007 0.938 0.66 1.78 HTML_IMAGE_ONLY_32
0.125 0.1957 0.0000 1.000 0.66 0.00 FRT_XANAX2
0.124 0.1940 0.0000 1.000 0.66 1.09 DRUGS_SLEEP_EREC
0.124 0.1940 0.0000 1.000 0.66 1.96 FB_ODD_SPACED_MONEY
- 1.004 1.5157 0.1007 0.938 0.66 1.71 HTML_IMAGE_ONLY_32
0.160 0.2427 0.0148 0.943 0.66 0.00 DNS_FROM_SECURITYSAGE
- 5.629 8.6780 0.2531 0.972 0.66 0.00 DC_IMG_TEXT_RATIO
- 0.184 0.2746 0.0237 0.921 0.66 0.76 GAPPY_SUBJECT
+ 0.184 0.2746 0.0237 0.921 0.66 1.02 GAPPY_SUBJECT
0.121 0.1889 0.0000 1.000 0.66 3.46 HELO_DYNAMIC_HOME_NL
+ 5.629 8.6780 0.2531 0.972 0.66 0.00 DC_IMG_TEXT_RATIO
3.992 6.1251 0.2309 0.964 0.66 2.07 RCVD_NUMERIC_HELO
0.132 0.2041 0.0059 0.972 0.65 1.40 FROM_LOCAL_HEX
- 0.114 0.1789 0.0000 1.000 0.65 3.40 XMAILER_MIMEOLE_OL_A50F8
- 0.114 0.1789 0.0000 1.000 0.65 3.40 REPLICA_WATCH
0.175 0.2612 0.0222 0.922 0.65 0.76 RCVD_DOUBLE_IP_LOOSE
+ 0.114 0.1789 0.0000 1.000 0.65 3.36 XMAILER_MIMEOLE_OL_A50F8
+ 0.114 0.1789 0.0000 1.000 0.65 3.40 REPLICA_WATCH
0.123 0.1915 0.0030 0.985 0.65 1.80 LONGWORDS
0.133 0.2041 0.0074 0.965 0.65 0.45 FORGED_MUA_IMS
- 20.479 31.8761 0.3879 0.988 0.65 1.50 URIBL_SBL
0.392 0.5786 0.0637 0.901 0.65 0.69 FUZZY_VPILL
+ 20.479 31.8761 0.3879 0.988 0.65 1.50 URIBL_SBL
0.114 0.1780 0.0015 0.992 0.65 3.40 HEADER_SPAM
0.110 0.1721 0.0000 1.000 0.65 1.99 FR_ALMOST_VIAG2
0.130 0.1999 0.0074 0.964 0.65 1.65 WHOIS_REGISTERFLY
- 0.108 0.1688 0.0000 1.000 0.65 2.26 FORGED_IMS_HTML
0.241 0.3527 0.0444 0.888 0.65 1.60 DEAR_SOMETHING
- 0.137 0.2083 0.0118 0.946 0.65 2.18 TVD_RCVD_SINGLE
- 0.107 0.1671 0.0000 1.000 0.65 0.71 FUZZY_MERIDIA
- 2.447 3.7100 0.2191 0.944 0.64 1.40 DATE_IN_PAST_06_12
- 0.106 0.1654 0.0000 1.000 0.64 1.13 XMAILER_MIMEOLE_OL_C9068
- 1.760 2.6528 0.1850 0.935 0.64 0.82 SPF_FAIL
+ 0.108 0.1688 0.0000 1.000 0.65 2.26 FORGED_IMS_HTML
+ 0.137 0.2083 0.0118 0.946 0.65 1.35 TVD_RCVD_SINGLE
+ 0.107 0.1671 0.0000 1.000 0.65 2.37 FUZZY_MERIDIA
+ 0.106 0.1654 0.0000 1.000 0.64 0.77 XMAILER_MIMEOLE_OL_C9068
0.112 0.0017 0.3064 0.005 0.64 -4.00 RCVD_IN_DNSWL_MED
- 0.104 0.1629 0.0000 1.000 0.64 2.63 FB_GAPPY_ADDRESS
+ 2.447 3.7100 0.2191 0.944 0.64 1.07 DATE_IN_PAST_06_12
+ 0.104 0.1629 0.0000 1.000 0.64 2.67 FB_GAPPY_ADDRESS
+ 1.760 2.6528 0.1850 0.935 0.64 0.69 SPF_FAIL
0.101 0.1587 0.0000 1.000 0.64 0.35 MIME_BAD_ISO_CHARSET
0.204 0.2990 0.0370 0.890 0.64 0.94 BANG_GUAR
0.104 0.0008 0.2872 0.003 0.64 -0.00 RCVD_IN_IADB_LISTED
0.117 0.1797 0.0074 0.960 0.64 1.04 URI_NO_WWW_INFO_CGI
- 0.098 0.1537 0.0000 1.000 0.64 1.91 RATWARE_EGROUPS
+ 0.098 0.1537 0.0000 1.000 0.64 2.00 RATWARE_EGROUPS
0.098 0.1528 0.0000 1.000 0.64 1.62 DRUG_DOSAGE
- 20.340 31.6015 0.4885 0.985 0.63 1.40 FH_HOST_EQ_D_D_D_D
+ 0.137 0.2057 0.0163 0.927 0.63 1.03 FUZZY_AMBIEN
0.095 0.1486 0.0000 1.000 0.63 3.30 FU_UKGEOCITIES
0.095 0.0000 0.2620 0.000 0.63 -0.00 NO_RELAYS
- 0.137 0.2057 0.0163 0.927 0.63 1.05 FUZZY_AMBIEN
+ 20.340 31.6015 0.4885 0.985 0.63 1.21 FH_HOST_EQ_D_D_D_D
0.100 0.1554 0.0030 0.981 0.63 2.91 SUSPICIOUS_RECIPS
- 1.502 2.2489 0.1865 0.923 0.63 1.64 RCVD_IN_NJABL_PROXY
0.093 0.1453 0.0000 1.000 0.63 1.25 FUZZY_OFFERS
- 0.110 0.1680 0.0074 0.958 0.63 0.58 TVD_RATWARE_MSGID_02
+ 1.502 2.2489 0.1865 0.923 0.63 1.64 RCVD_IN_NJABL_PROXY
0.577 0.0504 1.5056 0.032 0.63 -0.18 BAYES_40
+ 0.110 0.1680 0.0074 0.958 0.63 0.58 TVD_RATWARE_MSGID_02
0.090 0.1411 0.0000 1.000 0.63 2.62 NO_PRESCRIPTION
- 0.090 0.1411 0.0000 1.000 0.63 2.48 HELO_OEM
+ 0.090 0.1411 0.0000 1.000 0.63 2.19 HELO_OEM
0.090 0.0000 0.2487 0.000 0.63 -0.00 RCVD_IN_IADB_EPIA
0.089 0.1402 0.0000 1.000 0.63 2.83 MIME_BOUND_EQ_REL
0.089 0.1402 0.0000 1.000 0.63 3.40 FB_INCREASE_YOUR
0.141 0.2091 0.0207 0.910 0.63 2.80 SUBJ_RE_NUM
0.089 0.1394 0.0000 1.000 0.63 3.30 FS_WILL_HELP
- 0.092 0.0008 0.2531 0.003 0.63 -0.00 RCVD_IN_IADB_SPF
- 0.091 0.0008 0.2487 0.003 0.63 -0.00 RCVD_IN_IADB_OPTIN_GT50
+ 0.092 0.0008 0.2531 0.003 0.63 -0.08 RCVD_IN_IADB_SPF
+ 0.091 0.0008 0.2487 0.003 0.63 -0.24 RCVD_IN_IADB_OPTIN_GT50
0.087 0.1360 0.0000 1.000 0.63 2.93 RATWARE_OE_MALFORMED
+ 0.130 0.1940 0.0163 0.923 0.62 1.58 URG_BIZ
0.086 0.0000 0.2383 0.000 0.62 -0.00 RCVD_IN_IADB_SENDERID
- 0.130 0.1940 0.0163 0.923 0.62 1.53 URG_BIZ
- 0.086 0.1344 0.0000 1.000 0.62 1.30 FORGED_MUA_THEBAT_BOUN
- 0.086 0.0000 0.2369 0.000 0.62 -0.00 RCVD_IN_IADB_EDDB
+ 0.086 0.1344 0.0000 1.000 0.62 1.25 FORGED_MUA_THEBAT_BOUN
+ 0.086 0.0000 0.2369 0.000 0.62 -0.29 RCVD_IN_IADB_EDDB
+ 0.599 0.8851 0.0933 0.905 0.62 0.13 HTTP_ESCAPED_HOST
0.095 0.1461 0.0044 0.971 0.62 1.85 XMAILER_MIMEOLE_OL_C7C33
- 0.085 0.1335 0.0000 1.000 0.62 3.23 STOX_AND_PRICE
+ 0.085 0.1335 0.0000 1.000 0.62 3.18 STOX_AND_PRICE
0.085 0.1335 0.0000 1.000 0.62 1.88 FUZZY_MORTGAGE
- 0.599 0.8851 0.0933 0.905 0.62 0.13 HTTP_ESCAPED_HOST
- 0.084 0.1318 0.0000 1.000 0.62 2.82 DATE_IN_FUTURE_48_96
+ 0.084 0.1318 0.0000 1.000 0.62 3.20 DATE_IN_FUTURE_48_96
0.093 0.1436 0.0044 0.970 0.62 0.76 FROM_BLANK_NAME
0.100 0.1520 0.0074 0.954 0.62 2.17 RATWARE_OUTLOOK_NONAME
0.108 0.1629 0.0104 0.940 0.62 0.23 FORGED_MUA_EUDORA
0.102 0.0050 0.2724 0.018 0.62 -1.00 RCVD_IN_DNSWL_LOW
+ 0.216 0.3107 0.0489 0.864 0.62 1.76 MISSING_SUBJECT
0.099 0.0042 0.2665 0.016 0.62 -4.30 RCVD_IN_BSP_TRUSTED
0.083 0.0000 0.2280 0.000 0.62 -7.50 USER_IN_DEF_SPF_WL
0.088 0.1360 0.0030 0.979 0.62 0.00 FROM_LOCAL_DIGITS
- 0.216 0.3107 0.0489 0.864 0.62 1.76 MISSING_SUBJECT
0.082 0.1285 0.0000 1.000 0.62 1.42 FM_SCHOOLING
0.096 0.1470 0.0074 0.952 0.62 1.19 MSGID_SPAM_LETTERS
0.081 0.1276 0.0000 1.000 0.62 1.65 TT_OBSCURED_VIAGRA
@@ -543,77 +543,77 @@
0.098 0.1486 0.0089 0.944 0.62 2.81 HTML_EXTRA_CLOSE
0.079 0.1234 0.0000 1.000 0.61 0.10 FS_TIP_DDD
0.078 0.1226 0.0000 1.000 0.61 2.78 MSGID_DOLLARS_RANDOM
- 0.076 0.1184 0.0000 1.000 0.61 3.20 AXB_XR_STULDAP
+ 0.076 0.1184 0.0000 1.000 0.61 3.00 AXB_XR_STULDAP
+ 1.057 1.5594 0.1717 0.901 0.61 0.84 SPF_HELO_SOFTFAIL
+ 0.242 0.3460 0.0592 0.854 0.61 0.63 US_DOLLARS_3
0.095 0.1444 0.0089 0.942 0.61 1.39 REPTO_QUOTE_IMS
- 1.057 1.5594 0.1717 0.901 0.61 1.11 SPF_HELO_SOFTFAIL
- 0.242 0.3460 0.0592 0.854 0.61 0.74 US_DOLLARS_3
0.074 0.1167 0.0000 1.000 0.61 3.23 FB_NO_SCRIP_NEEDED
- 2.815 4.2449 0.2931 0.935 0.61 0.69 DATE_IN_PAST_03_06
- 0.079 0.1226 0.0015 0.988 0.61 3.20 DEAR_WINNER
- 0.085 0.1302 0.0044 0.967 0.61 1.50 SORTED_RECIPS
0.123 0.1805 0.0207 0.897 0.61 0.11 HTML_COMMENT_SAVED_URL
+ 0.079 0.1226 0.0015 0.988 0.61 3.20 DEAR_WINNER
+ 0.085 0.1302 0.0044 0.967 0.61 1.12 SORTED_RECIPS
+ 2.815 4.2449 0.2931 0.935 0.61 0.04 DATE_IN_PAST_03_06
0.073 0.1142 0.0000 1.000 0.61 2.32 FORGED_IMS_TAGS
0.093 0.1402 0.0089 0.940 0.61 1.33 NA_DOLLARS
0.076 0.1176 0.0015 0.988 0.61 3.14 FRT_SEXUAL
0.072 0.1134 0.0000 1.000 0.61 1.46 FS_OBFU_PRMCY
0.071 0.1117 0.0000 1.000 0.61 2.58 FB_IMPRESS_GIRL
+ 0.248 0.3527 0.0637 0.847 0.61 0.40 RCVD_IN_WHOIS_INVALID
0.070 0.1100 0.0000 1.000 0.61 2.23 FM_MULTI_LUX_GIFTS
- 0.248 0.3527 0.0637 0.847 0.61 0.39 RCVD_IN_WHOIS_INVALID
0.070 0.1092 0.0000 1.000 0.61 2.68 FH_MSGID_XXX
- 2.570 3.8629 0.2902 0.930 0.60 0.60 SPF_SOFTFAIL
0.080 0.1226 0.0044 0.965 0.60 0.56 DC_PNG_UNO_LARGO
0.069 0.1083 0.0000 1.000 0.60 3.20 PERCENT_RANDOM
0.069 0.1083 0.0000 1.000 0.60 2.13 FM_FAKE_HELO_VERIZON
+ 0.776 1.1353 0.1436 0.888 0.60 2.60 REPTO_QUOTE_YAHOO
+ 2.570 3.8629 0.2902 0.930 0.60 0.60 SPF_SOFTFAIL
0.068 0.1058 0.0000 1.000 0.60 3.20 FAKE_HELO_MAIL_COM_DOM
- 2.109 3.1608 0.2546 0.925 0.60 0.00 MIME_HTML_MOSTLY
0.065 0.1024 0.0000 1.000 0.60 2.19 FB_EMAIL_HIER
- 0.776 1.1353 0.1436 0.888 0.60 2.60 REPTO_QUOTE_YAHOO
0.070 0.1092 0.0015 0.987 0.60 2.27 SPOOF_COM2COM
- 0.065 0.1016 0.0000 1.000 0.60 2.29 REPTO_QUOTE_MSN
0.103 0.1520 0.0163 0.903 0.60 1.22 HTML_TITLE_SUBJ_DIFF
+ 0.065 0.1016 0.0000 1.000 0.60 2.13 REPTO_QUOTE_MSN
+ 2.109 3.1608 0.2546 0.925 0.60 0.00 MIME_HTML_MOSTLY
0.130 0.1889 0.0266 0.876 0.60 2.70 DEAR_FRIEND
0.064 0.0999 0.0000 1.000 0.60 2.49 FORGED_AOL_TAGS
0.063 0.0983 0.0000 1.000 0.60 3.20 FORGED_QUALCOMM_TAGS
0.062 0.0974 0.0000 1.000 0.60 2.52 XMAILER_MIMEOLE_OL_EF20B
- 0.062 0.0974 0.0000 1.000 0.60 0.00 XMAILER_MIMEOLE_OL_7533E
+ 0.062 0.0974 0.0000 1.000 0.60 0.51 XMAILER_MIMEOLE_OL_7533E
0.062 0.0974 0.0000 1.000 0.60 1.77 LOTTERY_1
0.166 0.2360 0.0429 0.846 0.60 2.40 FH_HAS_XID
0.061 0.0957 0.0000 1.000 0.60 0.82 FB_ANUI
0.061 0.0957 0.0000 1.000 0.60 3.20 TVD_SUBJ_OWE
- 0.061 0.0949 0.0000 1.000 0.59 1.41 HTTP_77
0.178 0.2519 0.0474 0.842 0.59 2.70 FH_FROMEML_NOTLD
+ 0.061 0.0949 0.0000 1.000 0.59 1.41 HTTP_77
0.062 0.0966 0.0015 0.985 0.59 3.10 SUBJECT_FUZZY_PENIS
0.059 0.0932 0.0000 1.000 0.59 3.20 HTML_OBFUSCATE_20_30
+ 0.661 0.9573 0.1392 0.873 0.59 0.00 SPF_HELO_FAIL
0.058 0.0915 0.0000 1.000 0.59 3.10 FM_FAKE_53COM_SPOOF
0.058 0.0915 0.0000 1.000 0.59 3.10 FRT_STRONG2
- 0.661 0.9573 0.1392 0.873 0.59 0.00 SPF_HELO_FAIL
- 0.057 0.0899 0.0000 1.000 0.59 0.51 RCVD_MAIL_COM
+ 0.057 0.0899 0.0000 1.000 0.59 0.93 RCVD_MAIL_COM
0.063 0.0974 0.0030 0.971 0.59 1.30 FUZZY_PRICES
0.057 0.0890 0.0000 1.000 0.59 0.67 FM_MORTGAGE5PLUS
- 1.479 2.1834 0.2383 0.902 0.59 0.08 DIET_1
0.062 0.0957 0.0030 0.970 0.59 1.73 TVD_APPROVED
+ 1.479 2.1834 0.2383 0.902 0.59 0.08 DIET_1
0.056 0.0873 0.0000 1.000 0.59 1.68 FB_SPACEY_ZIP
0.056 0.0873 0.0000 1.000 0.59 1.32 FAKE_HELO_MAIL_COM
- 0.055 0.0865 0.0000 1.000 0.59 2.36 FB_HEY_BRO_COMMA
+ 0.055 0.0865 0.0000 1.000 0.59 2.33 FB_HEY_BRO_COMMA
0.055 0.0865 0.0000 1.000 0.59 1.89 XMAILER_MIMEOLE_OL_91287
- 0.859 1.2412 0.1865 0.869 0.59 1.19 DATE_IN_PAST_12_24
- 0.930 1.3478 0.1939 0.874 0.59 1.33 PLING_QUERY
+ 0.292 0.4090 0.0859 0.826 0.59 1.26 HTML_TAG_BALANCE_BODY
0.057 0.0882 0.0015 0.983 0.59 2.59 FROM_DOMAIN_NOVOWEL
+ 0.859 1.2412 0.1865 0.869 0.59 0.99 DATE_IN_PAST_12_24
+ 0.930 1.3478 0.1939 0.874 0.59 1.39 PLING_QUERY
0.054 0.0848 0.0000 1.000 0.59 3.20 FU_ENDS_NUMS_DOTS_CLK
- 13.213 20.2506 0.8068 0.962 0.59 1.40 MIME_QP_LONG_LINE
0.056 0.0873 0.0015 0.983 0.58 2.44 FB_EXTRA_INCHES
- 0.292 0.4090 0.0859 0.826 0.58 1.26 HTML_TAG_BALANCE_BODY
- 0.074 0.1108 0.0104 0.915 0.58 0.00 INVESTMENT_ADVICE
+ 0.074 0.1108 0.0104 0.915 0.58 0.04 INVESTMENT_ADVICE
0.054 0.0840 0.0000 1.000 0.58 2.00 BANKING_LAWS
+ 13.213 20.2506 0.8068 0.962 0.58 1.40 MIME_QP_LONG_LINE
0.078 0.1142 0.0133 0.896 0.58 1.45 MSGID_MULTIPLE_AT
0.049 0.0773 0.0000 1.000 0.58 2.20 HELO_DYNAMIC_HEXIP
0.054 0.0831 0.0015 0.983 0.58 3.10 HEADER_COUNT_SUBJECT
0.058 0.0890 0.0044 0.952 0.58 0.01 GUARANTEED_100_PERCENT
0.049 0.0764 0.0000 1.000 0.58 2.91 URI_L_PHP
- 0.049 0.0764 0.0000 1.000 0.58 2.73 FM_FRM_RN_L_BRACK
+ 0.049 0.0764 0.0000 1.000 0.58 2.67 FM_FRM_RN_L_BRACK
+ 0.250 0.3477 0.0785 0.816 0.58 1.46 FROM_EXCESS_BASE64
0.048 0.0756 0.0000 1.000 0.58 3.10 FB_TO_STOP_DISTRO
0.052 0.0806 0.0015 0.982 0.58 3.10 UNCLAIMED_MONEY
- 0.250 0.3477 0.0785 0.816 0.58 1.89 FROM_EXCESS_BASE64
0.048 0.0747 0.0000 1.000 0.58 1.58 FS_NO_SCRIP
0.047 0.0739 0.0000 1.000 0.58 2.11 FB_ALMOST_SEX
0.049 0.0764 0.0015 0.981 0.58 3.03 HEADER_COUNT_CTYPE
@@ -622,37 +622,37 @@
0.046 0.0722 0.0000 1.000 0.58 2.65 TVD_RATWARE_CB
0.046 0.0000 0.1273 0.000 0.58 -7.50 ENV_AND_HDR_SPF_MATCH
0.046 0.0722 0.0000 1.000 0.58 3.10 FS_START_DOYOU2
- 0.046 0.0714 0.0000 1.000 0.57 2.71 XMAILER_MIMEOLE_OL_D03AB
+ 0.046 0.0714 0.0000 1.000 0.57 2.45 XMAILER_MIMEOLE_OL_D03AB
0.046 0.0714 0.0000 1.000 0.57 2.96 KOREAN_UCE_SUBJECT
0.045 0.0705 0.0000 1.000 0.57 0.00 FM_SCHOOL_DIPLOMA
0.044 0.0697 0.0000 1.000 0.57 3.10 FM_SCHOOL_TYPES
0.049 0.0756 0.0030 0.962 0.57 3.10 FRT_ROLEX
0.046 0.0714 0.0015 0.980 0.57 3.00 FH_FROM_CASH
+ 0.200 0.2754 0.0666 0.805 0.57 1.08 MSGID_SHORT
0.046 0.0705 0.0015 0.979 0.57 2.20 FH_DATE_IS_19XX
- 0.043 0.0672 0.0000 1.000 0.57 1.75 FB_NOT_SCHOOL
0.081 0.1167 0.0192 0.858 0.57 0.00 NO_RDNS_DOTCOM_HELO
- 0.200 0.2754 0.0666 0.805 0.57 1.08 MSGID_SHORT
+ 0.043 0.0672 0.0000 1.000 0.57 2.96 FB_NOT_SCHOOL
0.086 0.1226 0.0207 0.855 0.57 1.67 FH_HOST_EQ_PACBELL_D
0.042 0.0663 0.0000 1.000 0.57 3.00 FB_ULTRA_ALLURE
- 1.111 1.6081 0.2354 0.872 0.57 2.17 SUBJ_ALL_CAPS
0.042 0.0655 0.0000 1.000 0.57 3.10 DEAR_HOMEOWNER
0.042 0.0655 0.0000 1.000 0.57 3.00 TVD_PH_REC
0.041 0.0647 0.0000 1.000 0.57 1.44 EMPTY_MESSAGE
+ 1.111 1.6081 0.2354 0.872 0.57 2.08 SUBJ_ALL_CAPS
0.041 0.0638 0.0000 1.000 0.57 2.78 FS_RAMROD
- 0.041 0.0638 0.0000 1.000 0.57 2.39 JM_TORA_XM
- 0.041 0.0638 0.0000 1.000 0.57 1.20 FUZZY_MEDICATION
+ 0.041 0.0638 0.0000 1.000 0.57 2.41 JM_TORA_XM
+ 0.041 0.0638 0.0000 1.000 0.57 2.72 FUZZY_MEDICATION
0.043 0.0663 0.0015 0.978 0.57 0.00 FS_CHEAP_CAP
0.048 0.0722 0.0044 0.942 0.57 1.78 FRT_BIGGERMEM1
0.040 0.0630 0.0000 1.000 0.57 2.74 URI_UNSUBSCRIBE
0.040 0.0621 0.0000 1.000 0.56 1.81 FRT_DISCOUNT
- 0.040 0.0621 0.0000 1.000 0.56 1.97 FUZZY_PHARMACY
+ 0.040 0.0621 0.0000 1.000 0.56 1.70 FUZZY_PHARMACY
0.042 0.0647 0.0015 0.978 0.56 2.19 INVALID_DATE_TZ_ABSURD
0.039 0.0613 0.0000 1.000 0.56 2.85 YOUR_CRD_RATING
0.041 0.0638 0.0015 0.977 0.56 0.41 FS_LARGE_PERCENT2
0.039 0.0605 0.0000 1.000 0.56 3.02 TVD_PP_PHISH
0.039 0.0605 0.0000 1.000 0.56 2.12 FRT_WEIGHT2
0.041 0.0630 0.0015 0.977 0.56 0.80 MIME_BOUND_MANY_HEX
- 0.046 0.0689 0.0044 0.939 0.56 2.83 X_LIBRARY
+ 0.046 0.0689 0.0044 0.939 0.56 2.75 X_LIBRARY
0.038 0.0596 0.0000 1.000 0.56 2.90 STOCK_ALERT
0.038 0.0596 0.0000 1.000 0.56 1.80 FS_EJACULA
0.045 0.0680 0.0044 0.939 0.56 3.00 TVD_PH_SUBJ_ACCOUNTS_POST
@@ -668,100 +668,100 @@
0.036 0.0563 0.0015 0.974 0.56 0.40 FB_MORE_SIZE
0.036 0.0563 0.0015 0.974 0.56 1.59 SPOOF_NET2COM
0.034 0.0529 0.0000 1.000 0.56 2.13 FB_ADD_INCHES
+ 0.232 0.3166 0.0829 0.792 0.56 0.37 URI_HEX
0.033 0.0521 0.0000 1.000 0.56 1.25 FUZZY_GUARANTEE
0.033 0.0521 0.0000 1.000 0.56 1.61 HS_DRUG_DOLLAR_MANY
0.033 0.0521 0.0000 1.000 0.56 1.25 FRT_GUARANTEE1
0.035 0.0546 0.0015 0.974 0.55 0.00 NUMERIC_HTTP_ADDR
- 0.232 0.3166 0.0829 0.792 0.55 0.93 URI_HEX
0.041 0.0613 0.0044 0.932 0.55 1.50 FROM_STARTS_WITH_NUMS
0.041 0.0025 0.1081 0.023 0.55 -0.10 RCVD_IN_BSP_OTHER
- 0.033 0.0512 0.0000 1.000 0.55 2.78 UNCLOSED_BRACKET
+ 0.033 0.0512 0.0000 1.000 0.55 2.21 UNCLOSED_BRACKET
0.048 0.0697 0.0089 0.887 0.55 1.29 MARKETING_PARTNERS
- 1.388 2.0045 0.3005 0.870 0.55 0.52 HTML_IMAGE_RATIO_02
0.032 0.0504 0.0000 1.000 0.55 0.00 KAM_STOCKTIP15
0.032 0.0504 0.0000 1.000 0.55 1.54 FORGED_MSGID_HOTMAIL
0.037 0.0563 0.0030 0.950 0.55 0.00 MONEY_BACK
0.061 0.0865 0.0163 0.842 0.55 2.00 TRACKER_ID
+ 1.388 2.0045 0.3005 0.870 0.55 0.38 HTML_IMAGE_RATIO_02
0.031 0.0487 0.0000 1.000 0.55 2.90 HTTPS_IP_MISMATCH
0.031 0.0487 0.0000 1.000 0.55 1.19 DRUG_ED_SILD
0.031 0.0487 0.0000 1.000 0.55 2.66 TVD_SUBJ_WIPE_DEBT
0.030 0.0470 0.0000 1.000 0.55 2.90 MIME_BOUND_DIGITS_15
7.675 11.3450 1.2065 0.904 0.55 2.17 DCC_CHECK
- 0.029 0.0462 0.0000 1.000 0.55 2.90 XMAILER_MIMEOLE_OL_32D97
+ 0.029 0.0462 0.0000 1.000 0.55 2.88 XMAILER_MIMEOLE_OL_32D97
19.113 27.9553 3.5248 0.888 0.55 0.10 RDNS_NONE
0.029 0.0453 0.0000 1.000 0.55 2.80 TVD_PH_SUBJ_URGENT
0.029 0.0453 0.0000 1.000 0.55 1.12 FORGED_MSGID_MSN
0.039 0.0579 0.0059 0.907 0.55 0.80 FUZZY_ERECT
- 0.035 0.0529 0.0044 0.923 0.55 1.64 FUZZY_MILLION
+ 0.035 0.0529 0.0044 0.923 0.55 2.53 FUZZY_MILLION
0.035 0.0529 0.0044 0.923 0.55 0.00 HTML_NONELEMENT_30_40
0.035 0.0529 0.0044 0.923 0.55 0.00 SUBJECT_SEXUAL
- 0.028 0.0437 0.0000 1.000 0.55 2.90 XMAILER_MIMEOLE_OL_8E893
0.062 0.0865 0.0192 0.818 0.55 2.59 RCVD_FAKE_HELO_DOTCOM
- 0.027 0.0428 0.0000 1.000 0.55 1.91 WHOIS_NAMEKING
+ 0.028 0.0437 0.0000 1.000 0.55 2.90 XMAILER_MIMEOLE_OL_8E893
+ 0.027 0.0428 0.0000 1.000 0.55 1.41 WHOIS_NAMEKING
0.027 0.0428 0.0000 1.000 0.55 2.80 FUZZY_MONEY
0.029 0.0008 0.0799 0.010 0.54 -4.30 HABEAS_ACCREDITED_SOI
- 0.027 0.0420 0.0000 1.000 0.54 1.14 SUBJ_YOUR_FAMILY
+ 0.027 0.0420 0.0000 1.000 0.54 1.04 SUBJ_YOUR_FAMILY
0.026 0.0411 0.0000 1.000 0.54 2.47 FUZZY_OBLIGATION
- 0.637 0.8809 0.2058 0.811 0.54 2.30 FORGED_YAHOO_RCVD
0.025 0.0395 0.0000 1.000 0.54 2.84 WHOIS_UNLISTED
0.025 0.0395 0.0000 1.000 0.54 3.00 FB_LOWER_PAYM
- 0.025 0.0386 0.0000 1.000 0.54 2.70 FRT_OPPORTUN2
- 0.025 0.0386 0.0000 1.000 0.54 2.80 XMAILER_MIMEOLE_OL_4B815
- 10.436 14.6797 2.9548 0.832 0.54 1.50 MIME_HTML_ONLY
- 0.024 0.0378 0.0000 1.000 0.54 0.00 VIA_GAP_GRA
+ 0.637 0.8809 0.2058 0.811 0.54 2.30 FORGED_YAHOO_RCVD
+ 0.025 0.0386 0.0000 1.000 0.54 2.69 FRT_OPPORTUN2
+ 0.025 0.0386 0.0000 1.000 0.54 1.93 XMAILER_MIMEOLE_OL_4B815
+ 10.436 14.6797 2.9548 0.832 0.54 1.46 MIME_HTML_ONLY
+ 0.024 0.0378 0.0000 1.000 0.54 0.13 VIA_GAP_GRA
0.026 0.0403 0.0015 0.965 0.54 2.80 CUM_SHOT
- 0.024 0.0369 0.0000 1.000 0.54 1.48 XMAILER_MIMEOLE_OL_CAC8F
+ 0.024 0.0369 0.0000 1.000 0.54 0.42 XMAILER_MIMEOLE_OL_CAC8F
0.024 0.0000 0.0651 0.000 0.54 -15.00 USER_IN_DEF_WHITELIST
0.024 0.0369 0.0000 1.000 0.54 1.03 XMAILER_MIMEOLE_OL_1ECD5
0.028 0.0428 0.0030 0.935 0.54 2.00 FS_LOW_RATES
- 0.023 0.0361 0.0000 1.000 0.54 0.58 RCVD_AM_PM
0.083 0.1117 0.0326 0.774 0.54 1.24 FUZZY_CREDIT
+ 0.023 0.0361 0.0000 1.000 0.54 0.55 RCVD_AM_PM
0.043 0.0605 0.0118 0.836 0.54 2.40 FB_NUMYO
0.023 0.0353 0.0000 1.000 0.54 2.70 FH_FROM_HOODIA
0.023 0.0353 0.0000 1.000 0.54 0.71 FB_HOMELOAN
0.023 0.0353 0.0000 1.000 0.54 2.59 HS_FORGED_OE_FW
- 0.022 0.0344 0.0000 1.000 0.54 2.00 XMAILER_MIMEOLE_OL_83BF7
- 0.021 0.0336 0.0000 1.000 0.54 0.93 XMAILER_MIMEOLE_OL_09BB4
- 0.021 0.0336 0.0000 1.000 0.54 2.70 FRT_MEETING
- 0.021 0.0336 0.0000 1.000 0.54 2.70 FB_RE_FI
0.389 0.5240 0.1510 0.776 0.54 1.10 RCVD_IN_DOB
0.389 0.5240 0.1510 0.776 0.54 0.73 DNS_FROM_DOB
- 4.528 6.6214 0.8379 0.888 0.54 0.86 RCVD_IN_SORBS_WEB
- 0.021 0.0328 0.0000 1.000 0.53 2.87 FH_MSGID_REPLACE
- 0.021 0.0328 0.0000 1.000 0.53 1.60 SUBJECT_DIET
- 0.021 0.0328 0.0000 1.000 0.53 1.14 FH_XMAIL_REPLACE
+ 0.022 0.0344 0.0000 1.000 0.54 2.07 XMAILER_MIMEOLE_OL_83BF7
+ 0.021 0.0336 0.0000 1.000 0.54 1.32 XMAILER_MIMEOLE_OL_09BB4
+ 0.021 0.0336 0.0000 1.000 0.54 2.70 FRT_MEETING
+ 0.021 0.0336 0.0000 1.000 0.54 2.70 FB_RE_FI
+ 0.021 0.0328 0.0000 1.000 0.53 2.51 FH_MSGID_REPLACE
+ 0.021 0.0328 0.0000 1.000 0.53 1.47 SUBJECT_DIET
+ 0.021 0.0328 0.0000 1.000 0.53 1.06 FH_XMAIL_REPLACE
0.021 0.0328 0.0000 1.000 0.53 2.04 REFINANCE_YOUR_HOME
+ 4.528 6.6214 0.8379 0.888 0.53 0.62 RCVD_IN_SORBS_WEB
0.020 0.0319 0.0000 1.000 0.53 2.49 FB_SSEX
0.020 0.0319 0.0000 1.000 0.53 1.36 TT_MSGID_TRUNC
0.020 0.0319 0.0000 1.000 0.53 2.52 SUBJECT_DRUG_GAP_L
0.020 0.0319 0.0000 1.000 0.53 2.70 FORGED_MUA_MOZILLA
0.020 0.0311 0.0000 1.000 0.53 1.60 FH_FROM_GIVEAWAY
- 0.020 0.0311 0.0000 1.000 0.53 1.58 HS_DRUG_DOLLAR_2
+ 0.020 0.0311 0.0000 1.000 0.53 1.62 HS_DRUG_DOLLAR_2
0.019 0.0294 0.0000 1.000 0.53 1.92 XMAILER_MIMEOLE_OL_A842E
0.019 0.0294 0.0000 1.000 0.53 0.97 OBFUSCATING_COMMENT
0.019 0.0294 0.0000 1.000 0.53 2.70 WHOIS_SECUREWHOIS
0.019 0.0294 0.0000 1.000 0.53 0.92 FRT_REFINANCE1
- 0.018 0.0286 0.0000 1.000 0.53 0.00 FB_UNRESOLV_PROV
+ 0.018 0.0286 0.0000 1.000 0.53 0.77 FB_UNRESOLV_PROV
0.018 0.0286 0.0000 1.000 0.53 0.39 XMAILER_MIMEOLE_OL_3D61D
0.018 0.0286 0.0000 1.000 0.53 2.46 FB_C0MPANY
0.018 0.0286 0.0000 1.000 0.53 2.67 FS_DOLLAR_BONUS
- 0.018 0.0277 0.0000 1.000 0.53 2.60 FS_ERECTION
+ 0.018 0.0277 0.0000 1.000 0.53 2.64 FS_ERECTION
0.018 0.0277 0.0000 1.000 0.53 2.00 FB_UNLOCK_YOUR_G
- 0.018 0.0277 0.0000 1.000 0.53 0.29 RATWARE_RCVD_AT
- 17.975 25.9634 3.8934 0.870 0.53 1.96 RCVD_IN_BL_SPAMCOP_NET
+ 0.018 0.0277 0.0000 1.000 0.53 0.21 RATWARE_RCVD_AT
0.017 0.0269 0.0000 1.000 0.53 2.60 TVD_DEAR_HOMEOWNER
+ 17.975 25.9634 3.8934 0.870 0.53 1.96 RCVD_IN_BL_SPAMCOP_NET
0.017 0.0260 0.0000 1.000 0.53 1.88 BILLION_DOLLARS
0.016 0.0252 0.0000 1.000 0.53 0.00 FROM_OFFERS
- 0.016 0.0252 0.0000 1.000 0.53 0.56 XMAILER_MIMEOLE_OL_20C99
- 0.016 0.0252 0.0000 1.000 0.53 1.30 FM_PHN_NODNS
+ 0.016 0.0252 0.0000 1.000 0.53 0.57 XMAILER_MIMEOLE_OL_20C99
+ 0.016 0.0252 0.0000 1.000 0.53 1.01 FM_PHN_NODNS
0.024 0.0344 0.0044 0.886 0.53 0.00 FUZZY_REFINANCE
0.016 0.0244 0.0000 1.000 0.53 1.83 FB_STOCK_EXPLODE
0.016 0.0244 0.0000 1.000 0.53 2.70 WHOIS_CONTACTPRIV
0.016 0.0244 0.0000 1.000 0.53 2.60 DOS_YOUR_PLACE
- 1.255 1.7660 0.3538 0.833 0.53 0.00 HTML_FONT_SIZE_LARGE
0.037 0.0504 0.0133 0.791 0.52 2.70 ROUND_THE_WORLD_LOCAL
0.014 0.0227 0.0000 1.000 0.52 2.47 BROKEN_RATWARE_BOM
0.014 0.0227 0.0000 1.000 0.52 2.21 LOOPHOLE_1
+ 1.255 1.7660 0.3538 0.833 0.52 0.00 HTML_FONT_SIZE_LARGE
0.014 0.0227 0.0000 1.000 0.52 2.70 DRUGS_HDIA
0.025 0.0353 0.0059 0.856 0.52 2.70 INVALID_TZ_EST
0.017 0.0252 0.0015 0.944 0.52 2.70 MULTIPART_ALT_NON_TEXT
@@ -770,7 +770,7 @@
0.019 0.0277 0.0030 0.903 0.52 2.60 X_PRIORITY_CC
0.013 0.0210 0.0000 1.000 0.52 0.00 FS_HUGECOCK
0.013 0.0210 0.0000 1.000 0.52 0.00 ROUND_THE_WORLD
- 0.013 0.0210 0.0000 1.000 0.52 0.74 REFINANCE_NOW
+ 0.013 0.0210 0.0000 1.000 0.52 0.56 REFINANCE_NOW
0.013 0.0210 0.0000 1.000 0.52 0.00 DOS_STOCK_BAT2
0.013 0.0210 0.0000 1.000 0.52 2.60 FB_NOT_PHONE_NUM1
0.016 0.0235 0.0015 0.941 0.52 2.60 FAKE_HELO_LYCOS
@@ -782,25 +782,25 @@
0.012 0.0193 0.0000 1.000 0.52 0.91 TT_OBSCURED_VALIUM
0.014 0.0218 0.0015 0.937 0.52 2.17 FS_START_LOSE
0.012 0.0185 0.0000 1.000 0.52 1.60 FUZZY_PRESCRIPT
- 0.012 0.0185 0.0000 1.000 0.52 1.13 FB_YOURSELF_MASTER
+ 0.012 0.0185 0.0000 1.000 0.52 2.01 FB_YOURSELF_MASTER
0.012 0.0185 0.0000 1.000 0.52 1.77 SUBJECT_DRUG_GAP_X
0.012 0.0185 0.0000 1.000 0.52 2.60 FAKE_HELO_EXCITE
0.011 0.0176 0.0000 1.000 0.52 2.70 FH_HAS_XAIMC
- 0.011 0.0176 0.0000 1.000 0.52 2.47 FS_TEEN_BAD
- 0.011 0.0000 0.0296 0.000 0.52 -0.00 RCVD_IN_IADB_OPTIN
+ 0.011 0.0176 0.0000 1.000 0.52 2.55 FS_TEEN_BAD
+ 0.011 0.0000 0.0296 0.000 0.52 0.00 RCVD_IN_IADB_OPTIN
0.010 0.0160 0.0000 1.000 0.52 2.60 MALE_ENHANCE
0.020 0.0277 0.0059 0.824 0.52 2.50 HIDE_WIN_STATUS
0.012 0.0185 0.0015 0.926 0.52 1.56 FS_AT_NO_COST
0.012 0.0185 0.0015 0.926 0.52 2.60 EXCUSE_24
0.010 0.0151 0.0000 1.000 0.52 2.12 MISSING_MIME_HB_SEP
- 0.010 0.0151 0.0000 1.000 0.52 1.56 SUBJECT_DRUG_GAP_VA
+ 0.010 0.0151 0.0000 1.000 0.52 1.01 SUBJECT_DRUG_GAP_VA
0.010 0.0151 0.0000 1.000 0.52 1.65 FU_HOODIA
0.009 0.0143 0.0000 1.000 0.52 0.00 KAM_STOCKTIP21
0.009 0.0143 0.0000 1.000 0.52 0.00 FORGED_TELESP_RCVD
0.009 0.0143 0.0000 1.000 0.52 2.70 GEO_QUERY_STRING
0.009 0.0143 0.0000 1.000 0.52 0.00 TVD_INCREASE_SIZE
0.009 0.0143 0.0000 1.000 0.52 2.60 FB_PIPEDOLLAR
- 0.009 0.0143 0.0000 1.000 0.52 2.20 INVALID_TZ_CST
+ 0.009 0.0143 0.0000 1.000 0.52 2.08 INVALID_TZ_CST
0.009 0.0143 0.0000 1.000 0.52 0.00 FB_SPUR_M
0.014 0.0202 0.0030 0.872 0.52 2.37 FRT_DOLLAR
0.009 0.0134 0.0000 1.000 0.51 0.00 SUBJECT_DRUG_GAP_S
@@ -812,9 +812,9 @@
0.008 0.0126 0.0000 1.000 0.51 0.00 FORGED_MSGID_EXCITE
0.010 0.0151 0.0015 0.911 0.51 2.60 FIN_FREE
0.015 0.0210 0.0044 0.825 0.51 0.13 FB_GVR
- 0.015 0.0210 0.0044 0.825 0.51 1.06 TO_MALFORMED
+ 0.015 0.0210 0.0044 0.825 0.51 1.17 TO_MALFORMED
0.008 0.0118 0.0000 1.000 0.51 0.00 TVD_RATWARE_CB_2
- 0.008 0.0118 0.0000 1.000 0.51 1.57 FB_P1LL
+ 0.008 0.0118 0.0000 1.000 0.51 1.81 FB_P1LL
0.008 0.0118 0.0000 1.000 0.51 0.00 WITH_LC_SMTP
0.008 0.0118 0.0000 1.000 0.51 0.00 FS_RE_APPROV
0.007 0.0109 0.0000 1.000 0.51 0.00 RCVD_IN_SORBS_ZOMBIE
@@ -840,6 +840,7 @@
0.004 0.0067 0.0000 1.000 0.51 0.00 FAKE_HELO_MSN
0.004 0.0067 0.0000 1.000 0.51 0.00 XMAILER_MIMEOLE_OL_EF222
0.004 0.0067 0.0000 1.000 0.51 0.00 HELO_DYNAMIC_ROGERS
+ 0.177 0.2293 0.0859 0.728 0.51 0.00 RCVD_IN_SORBS_HTTP
0.011 0.0151 0.0044 0.773 0.51 0.94 HTML_NONELEMENT_40_50
0.004 0.0059 0.0000 1.000 0.51 0.00 HTML_BADTAG_40_50
0.004 0.0059 0.0000 1.000 0.51 0.00 DRUG_ED_ONLINE
@@ -847,17 +848,16 @@
0.004 0.0059 0.0000 1.000 0.51 0.00 RATWARE_MOZ_MALFORMED
0.004 0.0059 0.0000 1.000 0.51 0.00 WHOIS_NOLDC
0.004 0.0059 0.0000 1.000 0.51 0.00 HTML_BADTAG_60_70
- 0.006 0.0008 0.0148 0.054 0.51 -0.00 RCVD_IN_IADB_UT_CPR_MAT
+ 0.006 0.0008 0.0148 0.054 0.51 0.00 RCVD_IN_IADB_UT_CPR_MAT
0.006 0.0084 0.0015 0.850 0.51 0.00 HTML_NONELEMENT_80_90
- 0.177 0.2293 0.0859 0.728 0.51 0.00 RCVD_IN_SORBS_HTTP
0.003 0.0050 0.0000 1.000 0.51 0.00 HTML_OBFUSCATE_50_60
0.003 0.0050 0.0000 1.000 0.51 0.00 FAKE_HELO_EMAIL_COM
0.003 0.0050 0.0000 1.000 0.51 0.00 FORWARD_LOOKING
0.003 0.0050 0.0000 1.000 0.51 0.00 WHOIS_SECINFOSERV
+ 0.033 0.0411 0.0178 0.698 0.51 0.00 OBSCURED_EMAIL
0.005 0.0076 0.0015 0.836 0.51 0.00 FUZZY_BILLION
0.005 0.0076 0.0015 0.836 0.51 0.00 FB_ROLLER_IS_T
- 0.005 0.0008 0.0133 0.059 0.51 -0.00 RCVD_IN_IADB_MI_CPR_MAT
- 0.033 0.0411 0.0178 0.698 0.51 0.00 OBSCURED_EMAIL
+ 0.005 0.0008 0.0133 0.059 0.51 0.00 RCVD_IN_IADB_MI_CPR_MAT
0.003 0.0042 0.0000 1.000 0.51 0.10 CRBOUNCE_MESSAGE
0.003 0.0042 0.0000 1.000 0.51 0.00 FUZZY_THOUSANDS
0.003 0.0042 0.0000 1.000 0.51 0.00 HTML_FORMACTION_MAILTO
@@ -866,7 +866,7 @@
0.003 0.0042 0.0000 1.000 0.51 0.00 MULTI_FORGED
0.003 0.0042 0.0000 1.000 0.51 0.00 HS_SUBJ_ONLINE_PHARMACEUTICAL
0.003 0.0042 0.0000 1.000 0.51 0.00 FUZZY_REMOVE
- 0.008 0.0017 0.0178 0.086 0.51 -0.00 RCVD_IN_IADB_RDNS
+ 0.008 0.0017 0.0178 0.086 0.51 0.00 RCVD_IN_IADB_RDNS
0.005 0.0067 0.0015 0.819 0.50 0.00 KAM_STOCKTIP4
0.005 0.0067 0.0015 0.819 0.50 0.00 FB_ONIINE
0.002 0.0034 0.0000 1.000 0.50 0.00 JAPANESE_UCE_BODY
@@ -886,11 +886,11 @@
0.001 0.0017 0.0000 1.000 0.50 0.00 FB_SYMBLO
0.001 0.0017 0.0000 1.000 0.50 0.00 RUDE_HTML
0.013 0.0160 0.0074 0.683 0.50 0.00 WHOIS_PRIVACYPOST
- 0.001 0.0000 0.0015 0.000 0.50 -0.00 RCVD_IN_IADB_OPTIN_LT50
+ 0.001 0.0000 0.0015 0.000 0.50 0.00 RCVD_IN_IADB_OPTIN_LT50
0.001 0.0008 0.0000 1.000 0.50 0.00 WHOIS_NAMESECURE
0.001 0.0008 0.0000 1.000 0.50 0.00 RATWARE_HASH_DASH
0.001 0.0008 0.0000 1.000 0.50 0.00 HTML_OBFUSCATE_90_100
- 0.001 0.0000 0.0015 0.000 0.50 -0.00 RCVD_IN_IADB_DOPTIN_GT50
+ 0.001 0.0000 0.0015 0.000 0.50 0.00 RCVD_IN_IADB_DOPTIN_GT50
0.001 0.0008 0.0000 1.000 0.50 0.00 NOT_ADVISOR
0.001 0.0008 0.0000 1.000 0.50 0.00 FH_HELO_GMAILSMTP
0.001 0.0008 0.0000 1.000 0.50 0.00 KAM_STOCKTIP20
@@ -898,7 +898,7 @@
0.001 0.0008 0.0000 1.000 0.50 0.00 NONEXISTENT_CHARSET
0.001 0.0008 0.0000 1.000 0.50 0.00 WHOIS_LISTINGAG
0.001 0.0008 0.0000 1.000 0.50 0.00 RCVD_IN_WHOIS_BOGONS
- 0.001 0.0000 0.0015 0.000 0.50 -0.00 RCVD_IN_IADB_DOPTIN_LT50
+ 0.001 0.0000 0.0015 0.000 0.50 0.00 RCVD_IN_IADB_DOPTIN_LT50
0.005 0.0067 0.0030 0.694 0.50 0.00 HTML_NONELEMENT_60_70
0.000 0.0000 0.0000 0.500 0.50 100.00 SUBJECT_IN_BLACKLIST
0.000 0.0000 0.0000 0.500 0.50 0.00 CORRUPT_FROM_LINE_IN_HDRS
@@ -954,7 +954,7 @@
0.000 0.0000 0.0000 0.500 0.50 -2.00 HASHCASH_23
0.000 0.0000 0.0000 0.500 0.50 1.00 RCVD_IN_WHOIS_HIJACKED
0.000 0.0000 0.0000 0.500 0.50 -0.20 HABEAS_CHECKED
- 0.000 0.0000 0.0000 0.500 0.50 -0.00 RCVD_IN_IADB_DK
+ 0.000 0.0000 0.0000 0.500 0.50 0.00 RCVD_IN_IADB_DK
0.000 0.0000 0.0000 0.500 0.50 -0.00 RCVD_IN_IADB_NOCONTROL
0.000 0.0000 0.0000 0.500 0.50 -0.00 RCVD_IN_IADB_UNVERIFIED_1
0.000 0.0000 0.0000 0.500 0.50 0.00 YAHOO_RD_REDIR
@@ -997,7 +997,7 @@
0.000 0.0000 0.0000 0.500 0.50 1.00 WHOIS_DOMESCROW
0.000 0.0000 0.0000 0.500 0.50 2.80 UNWANTED_LANGUAGE_BODY
0.000 0.0000 0.0000 0.500 0.50 -0.00 DK_VERIFIED
- 0.000 0.0000 0.0000 0.500 0.50 -8.00 RCVD_IN_IADB_OOO
+ 0.000 0.0000 0.0000 0.500 0.50 0.00 RCVD_IN_IADB_OOO
0.000 0.0000 0.0000 0.500 0.50 -0.70 HASHCASH_21
0.000 0.0000 0.0000 0.500 0.50 1.50 BODY_8BITS
0.000 0.0000 0.0000 0.500 0.50 0.00 URI_TRUNCATED
@@ -1022,43 +1022,43 @@
0.002 0.0017 0.0030 0.362 0.50 0.00 FUZZY_VIOXX
0.009 0.0101 0.0074 0.577 0.50 0.00 FM_IS_IT_OUR_ACCOUNT
0.006 0.0067 0.0059 0.532 0.50 0.10 VBOUNCE_MESSAGE
- 0.399 0.5030 0.2147 0.701 0.50 0.88 HTML_FONT_FACE_BAD
6.021 7.2580 3.8416 0.654 0.49 0.00 UNPARSEABLE_RELAY
+ 0.399 0.5030 0.2147 0.701 0.49 0.88 HTML_FONT_FACE_BAD
0.020 0.0227 0.0148 0.605 0.49 1.15 FORGED_MSGID_AOL
0.003 0.0017 0.0044 0.274 0.49 0.00 FB_FAKE_NUMBERS
0.019 0.0218 0.0148 0.596 0.49 0.06 HTML_EMBEDS
- 0.014 0.0151 0.0118 0.561 0.49 0.75 EXCUSE_4
- 0.998 1.3125 0.4441 0.747 0.49 1.42 MSGID_FROM_MTA_HEADER
- 0.004 0.0025 0.0059 0.298 0.49 0.00 HTML_TAG_EXIST_BGSOUND
+ 0.014 0.0151 0.0118 0.561 0.49 1.34 EXCUSE_4
0.111 0.1377 0.0637 0.684 0.49 0.23 REPTO_QUOTE_QUALCOMM
+ 0.004 0.0025 0.0059 0.298 0.49 0.00 HTML_TAG_EXIST_BGSOUND
+ 0.998 1.3125 0.4441 0.747 0.49 0.80 MSGID_FROM_MTA_HEADER
5.919 7.0892 3.8549 0.648 0.49 0.69 SPF_NEUTRAL
0.006 0.0042 0.0089 0.321 0.49 0.00 MISSING_DATE
0.047 0.0537 0.0340 0.612 0.48 0.04 HTML_IFRAME_SRC
0.006 0.0042 0.0104 0.288 0.48 0.00 RCVD_IN_SORBS_SMTP
- 0.476 0.6021 0.2546 0.703 0.48 0.67 HTML_IMAGE_RATIO_04
+ 0.476 0.6021 0.2546 0.703 0.48 0.17 HTML_IMAGE_RATIO_04
+ 0.061 0.0689 0.0459 0.600 0.47 1.48 FROM_NO_USER
11.001 5.7254 20.3005 0.220 0.47 -0.00 SPF_PASS
- 0.061 0.0689 0.0459 0.600 0.47 1.23 FROM_NO_USER
- 11.191 6.6760 19.1517 0.258 0.47 -0.00 SPF_HELO_PASS
0.047 0.0512 0.0400 0.562 0.47 1.50 WHOIS_MYPRIVREG
+ 11.191 6.6760 19.1517 0.258 0.47 -0.00 SPF_HELO_PASS
0.007 0.0000 0.0192 0.000 0.46 0.00 MISSING_MID
- 0.387 0.4543 0.2694 0.628 0.44 0.25 HTML_IMAGE_RATIO_06
+ 0.387 0.4543 0.2694 0.628 0.44 0.00 HTML_IMAGE_RATIO_06
4.357 3.7545 5.4197 0.409 0.44 0.00 BAYES_50
- 0.206 0.2301 0.1643 0.583 0.43 0.04 MIME_BASE64_BLANKS
- 0.016 0.0050 0.0355 0.124 0.43 0.26 HTML_COMMENT_SHORT
+ 0.206 0.2301 0.1643 0.583 0.44 0.04 MIME_BASE64_BLANKS
+ 0.016 0.0050 0.0355 0.124 0.43 0.73 HTML_COMMENT_SHORT
0.018 0.0067 0.0385 0.149 0.43 0.00 REMOVE_BEFORE_LINK
- 1.126 1.1983 0.9978 0.546 0.42 1.00 MIME_HEADER_CTYPE_ONLY
+ 1.126 1.1983 0.9978 0.546 0.42 0.56 MIME_HEADER_CTYPE_ONLY
0.390 0.4014 0.3686 0.521 0.41 0.00 NORMAL_HTTP_TO_IP
- 0.346 0.3586 0.3227 0.526 0.41 1.50 MISSING_HEADERS
- 0.281 0.2872 0.2694 0.516 0.39 0.00 HTML_IMAGE_RATIO_08
+ 0.346 0.3586 0.3227 0.526 0.40 1.29 MISSING_HEADERS
0.557 0.5358 0.5936 0.474 0.39 1.08 URIBL_RHS_DOB
+ 0.281 0.2872 0.2694 0.516 0.39 0.00 HTML_IMAGE_RATIO_08
0.255 0.2528 0.2591 0.494 0.38 0.00 XMAILER_MIMEOLE_OL_5E7ED
- 0.062 0.0453 0.0903 0.334 0.36 0.44 IP_LINK_PLUS
- 0.399 0.3233 0.5315 0.378 0.35 0.45 WHOIS_DMNBYPROXY
+ 0.062 0.0453 0.0903 0.334 0.36 0.00 IP_LINK_PLUS
0.034 0.0092 0.0785 0.105 0.35 0.35 RCVD_IN_SORBS_MISC
+ 0.399 0.3233 0.5315 0.378 0.35 0.48 WHOIS_DMNBYPROXY
0.098 0.0596 0.1643 0.266 0.31 0.25 URIBL_GREY
- 0.180 0.1335 0.2620 0.338 0.31 0.00 WEIRD_PORT
+ 0.180 0.1335 0.2620 0.338 0.30 0.00 WEIRD_PORT
0.272 0.1688 0.4530 0.271 0.28 0.00 WHOIS_NETSOLPR
- 0.138 0.0731 0.2531 0.224 0.27 1.24 SUBJECT_FUZZY_TION
+ 0.138 0.0731 0.2531 0.224 0.27 0.16 SUBJECT_FUZZY_TION
0.317 0.1604 0.5936 0.213 0.25 0.00 AWL
Rule file versions for which these results apply:
@@ -1081,7 +1081,7 @@
-rw-rw-r-- 1 jm other 2062 Feb 9 15:34 20_porn.cf
-rw-rw-r-- 1 jm other 15877 Feb 9 15:34 20_ratware.cf
-rw-rw-r-- 1 jm other 5480 Feb 9 15:34 20_uri_tests.cf
--rw-rw-r-- 1 jm other 17876 Feb 9 15:34 20_vbounce.cf
+-rw-rw-r-- 1 jm other 18015 Feb 25 16:39 20_vbounce.cf
-rw-rw-r-- 1 jm other 2576 Feb 9 15:34 23_bayes.cf
-rw-rw-r-- 1 jm other 1544 Feb 9 15:34 25_accessdb.cf
-rw-rw-r-- 1 jm other 1536 Feb 9 15:34 25_antivirus.cf
@@ -1101,7 +1101,7 @@
-rw-rw-r-- 1 jm other 22510 Feb 9 15:34 30_text_nl.cf
-rw-rw-r-- 1 jm other 19402 Feb 9 15:34 30_text_pl.cf
-rw-rw-r-- 1 jm other 2883 Feb 9 15:34 30_text_pt_br.cf
--rw-rw-r-- 1 jm other 47454 Feb 25 15:34 50_scores.cf
+-rw-r--r-- 1 jm other 48922 Feb 27 14:56 50_scores.cf
-rw-rw-r-- 1 jm other 1304 Feb 9 15:34 60_awl.cf
-rw-rw-r-- 1 jm other 2775 Feb 9 15:34 60_shortcircuit.cf
-rw-rw-r-- 1 jm other 5147 Feb 9 15:34 60_whitelist.cf
@@ -1109,6 +1109,6 @@
-rw-rw-r-- 1 jm other 2558 Feb 9 15:34 60_whitelist_dkim.cf
-rw-rw-r-- 1 jm other 3584 Feb 9 15:34 60_whitelist_spf.cf
-rw-rw-r-- 1 jm other 1914 Feb 9 15:34 60_whitelist_subject.cf
--rw-rw-r-- 1 jm other 102973 Feb 25 13:20 72_active.cf
+-rw-r--r-- 1 jm other 102017 Feb 27 14:56 72_active.cf
-rw-rw-r-- 1 jm other 1208 Feb 9 15:34 local.cf
-rw-rw-r-- 1 jm other 2762 Feb 9 15:34 regression_tests.cf