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From j.@apache.org
Subject svn commit: r231544 [5/6] - in /spamassassin/branches/3.1: ./ rules/ t/ t/data/
Date Fri, 12 Aug 2005 00:05:59 GMT
Modified: spamassassin/branches/3.1/rules/STATISTICS-set3.txt
URL: http://svn.apache.org/viewcvs/spamassassin/branches/3.1/rules/STATISTICS-set3.txt?rev=231544&r1=231543&r2=231544&view=diff
==============================================================================
--- spamassassin/branches/3.1/rules/STATISTICS-set3.txt (original)
+++ spamassassin/branches/3.1/rules/STATISTICS-set3.txt Thu Aug 11 17:05:47 2005
@@ -3,160 +3,160 @@
 Classification success on test corpora, at default threshold:
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  29443  99.97%
-# Correctly spam:      27220  97.53%
-# False positives:         9  0.03%
-# False negatives:       688  2.47%
-# TCR(l=50): 24.523726  SpamRecall: 97.535%  SpamPrec: 99.967%
+# Correctly non-spam:  53068  99.96%
+# Correctly spam:     122508  98.97%
+# False positives:        23  0.04%
+# False negatives:      1270  1.03%
+# TCR(l=50): 51.147934  SpamRecall: 98.974%  SpamPrec: 99.981%
 
 Results on test corpora at various alternative thresholds:
 
 # SUMMARY for threshold -4.0:
-# Correctly non-spam:   1261  4.28%
-# Correctly spam:      27906  99.99%
-# False positives:     28191  95.72%
-# False negatives:         2  0.01%
-# TCR(l=50): 0.019799  SpamRecall: 99.993%  SpamPrec: 49.746%
+# Correctly non-spam:    632  1.19%
+# Correctly spam:     123778  100.00%
+# False positives:     52459  98.81%
+# False negatives:         0  0.00%
+# TCR(l=50): 0.047190  SpamRecall: 100.000%  SpamPrec: 70.234%
 
 # SUMMARY for threshold -3.0:
-# Correctly non-spam:   1302  4.42%
-# Correctly spam:      27906  99.99%
-# False positives:     28150  95.58%
-# False negatives:         2  0.01%
-# TCR(l=50): 0.019828  SpamRecall: 99.993%  SpamPrec: 49.782%
+# Correctly non-spam:    863  1.63%
+# Correctly spam:     123778  100.00%
+# False positives:     52228  98.37%
+# False negatives:         0  0.00%
+# TCR(l=50): 0.047399  SpamRecall: 100.000%  SpamPrec: 70.326%
 
 # SUMMARY for threshold -2.0:
-# Correctly non-spam:  23020  78.16%
-# Correctly spam:      27899  99.97%
-# False positives:      6432  21.84%
-# False negatives:         9  0.03%
-# TCR(l=50): 0.086776  SpamRecall: 99.968%  SpamPrec: 81.265%
+# Correctly non-spam:  43647  82.21%
+# Correctly spam:     123767  99.99%
+# False positives:      9444  17.79%
+# False negatives:        11  0.01%
+# TCR(l=50): 0.262124  SpamRecall: 99.991%  SpamPrec: 92.910%
 
 # SUMMARY for threshold -1.0:
-# Correctly non-spam:  25284  85.85%
-# Correctly spam:      27892  99.94%
-# False positives:      4168  14.15%
-# False negatives:        16  0.06%
-# TCR(l=50): 0.133905  SpamRecall: 99.943%  SpamPrec: 86.999%
-
-# SUMMARY for threshold 0.0:
-# Correctly non-spam:  26235  89.08%
-# Correctly spam:      27888  99.93%
-# False positives:      3217  10.92%
-# False negatives:        20  0.07%
-# TCR(l=50): 0.173482  SpamRecall: 99.928%  SpamPrec: 89.658%
+# Correctly non-spam:  48621  91.58%
+# Correctly spam:     123761  99.99%
+# False positives:      4470  8.42%
+# False negatives:        17  0.01%
+# TCR(l=50): 0.553774  SpamRecall: 99.986%  SpamPrec: 96.514%
+
+# SUMMARY for threshold 5.0:
+# Correctly non-spam:  53068  99.96%
+# Correctly spam:     122508  98.97%
+# False positives:        23  0.04%
+# False negatives:      1270  1.03%
+# TCR(l=50): 51.147934  SpamRecall: 98.974%  SpamPrec: 99.981%
 
 # SUMMARY for threshold 1.0:
-# Correctly non-spam:  29042  98.61%
-# Correctly spam:      27787  99.57%
-# False positives:       410  1.39%
-# False negatives:       121  0.43%
-# TCR(l=50): 1.353378  SpamRecall: 99.566%  SpamPrec: 98.546%
+# Correctly non-spam:  52223  98.37%
+# Correctly spam:     123638  99.89%
+# False positives:       868  1.63%
+# False negatives:       140  0.11%
+# TCR(l=50): 2.842857  SpamRecall: 99.887%  SpamPrec: 99.303%
 
 # SUMMARY for threshold 2.0:
-# Correctly non-spam:  29277  99.41%
-# Correctly spam:      27696  99.24%
-# False positives:       175  0.59%
-# False negatives:       212  0.76%
-# TCR(l=50): 3.114037  SpamRecall: 99.240%  SpamPrec: 99.372%
+# Correctly non-spam:  52742  99.34%
+# Correctly spam:     123543  99.81%
+# False positives:       349  0.66%
+# False negatives:       235  0.19%
+# TCR(l=50): 6.999039  SpamRecall: 99.810%  SpamPrec: 99.718%
 
 # SUMMARY for threshold 3.0:
-# Correctly non-spam:  29372  99.73%
-# Correctly spam:      27612  98.94%
-# False positives:        80  0.27%
-# False negatives:       296  1.06%
-# TCR(l=50): 6.496276  SpamRecall: 98.939%  SpamPrec: 99.711%
+# Correctly non-spam:  52914  99.67%
+# Correctly spam:     123413  99.71%
+# False positives:       177  0.33%
+# False negatives:       365  0.29%
+# TCR(l=50): 13.432230  SpamRecall: 99.705%  SpamPrec: 99.857%
 
 # SUMMARY for threshold 4.0:
-# Correctly non-spam:  29420  99.89%
-# Correctly spam:      27432  98.29%
-# False positives:        32  0.11%
-# False negatives:       476  1.71%
-# TCR(l=50): 13.443160  SpamRecall: 98.294%  SpamPrec: 99.883%
+# Correctly non-spam:  53019  99.86%
+# Correctly spam:     123083  99.44%
+# False positives:        72  0.14%
+# False negatives:       695  0.56%
+# TCR(l=50): 28.819092  SpamRecall: 99.439%  SpamPrec: 99.942%
 
 # SUMMARY for threshold 4.5:
-# Correctly non-spam:  29437  99.95%
-# Correctly spam:      27352  98.01%
-# False positives:        15  0.05%
-# False negatives:       556  1.99%
-# TCR(l=50): 21.369066  SpamRecall: 98.008%  SpamPrec: 99.945%
+# Correctly non-spam:  53041  99.91%
+# Correctly spam:     122861  99.26%
+# False positives:        50  0.09%
+# False negatives:       917  0.74%
+# TCR(l=50): 36.224173  SpamRecall: 99.259%  SpamPrec: 99.959%
 
 # SUMMARY for threshold 5.5:
-# Correctly non-spam:  29444  99.97%
-# Correctly spam:      27092  97.08%
-# False positives:         8  0.03%
-# False negatives:       816  2.92%
-# TCR(l=50): 22.950658  SpamRecall: 97.076%  SpamPrec: 99.970%
+# Correctly non-spam:  53072  99.96%
+# Correctly spam:     122282  98.79%
+# False positives:        19  0.04%
+# False negatives:      1496  1.21%
+# TCR(l=50): 50.604252  SpamRecall: 98.791%  SpamPrec: 99.984%
 
 # SUMMARY for threshold 6.0:
-# Correctly non-spam:  29447  99.98%
-# Correctly spam:      26931  96.50%
-# False positives:         5  0.02%
-# False negatives:       977  3.50%
-# TCR(l=50): 22.744906  SpamRecall: 96.499%  SpamPrec: 99.981%
+# Correctly non-spam:  53078  99.98%
+# Correctly spam:     122039  98.60%
+# False positives:        13  0.02%
+# False negatives:      1739  1.40%
+# TCR(l=50): 51.811637  SpamRecall: 98.595%  SpamPrec: 99.989%
 
 # SUMMARY for threshold 6.5:
-# Correctly non-spam:  29449  99.99%
-# Correctly spam:      26751  95.85%
-# False positives:         3  0.01%
-# False negatives:      1157  4.15%
-# TCR(l=50): 21.352716  SpamRecall: 95.854%  SpamPrec: 99.989%
+# Correctly non-spam:  53081  99.98%
+# Correctly spam:     121740  98.35%
+# False positives:        10  0.02%
+# False negatives:      2038  1.65%
+# TCR(l=50): 48.769898  SpamRecall: 98.354%  SpamPrec: 99.992%
 
 # SUMMARY for threshold 7.0:
-# Correctly non-spam:  29451  100.00%
-# Correctly spam:      26514  95.01%
-# False positives:         1  0.00%
-# False negatives:      1394  4.99%
-# TCR(l=50): 19.326870  SpamRecall: 95.005%  SpamPrec: 99.996%
+# Correctly non-spam:  53083  99.98%
+# Correctly spam:     121124  97.86%
+# False positives:         8  0.02%
+# False negatives:      2654  2.14%
+# TCR(l=50): 40.529797  SpamRecall: 97.856%  SpamPrec: 99.993%
 
 # SUMMARY for threshold 8.0:
-# Correctly non-spam:  29452  100.00%
-# Correctly spam:      26031  93.27%
-# False positives:         0  0.00%
-# False negatives:      1877  6.73%
-# TCR(l=50): 14.868407  SpamRecall: 93.274%  SpamPrec: 100.000%
+# Correctly non-spam:  53088  99.99%
+# Correctly spam:     120398  97.27%
+# False positives:         3  0.01%
+# False negatives:      3380  2.73%
+# TCR(l=50): 35.064589  SpamRecall: 97.269%  SpamPrec: 99.998%
 
 # SUMMARY for threshold 9.0:
-# Correctly non-spam:  29452  100.00%
-# Correctly spam:      25486  91.32%
-# False positives:         0  0.00%
-# False negatives:      2422  8.68%
-# TCR(l=50): 11.522709  SpamRecall: 91.321%  SpamPrec: 100.000%
+# Correctly non-spam:  53089  100.00%
+# Correctly spam:     119277  96.36%
+# False positives:         2  0.00%
+# False negatives:      4501  3.64%
+# TCR(l=50): 26.902413  SpamRecall: 96.364%  SpamPrec: 99.998%
 
 # SUMMARY for threshold 10.0:
-# Correctly non-spam:  29452  100.00%
-# Correctly spam:      24850  89.04%
-# False positives:         0  0.00%
-# False negatives:      3058  10.96%
-# TCR(l=50): 9.126226  SpamRecall: 89.043%  SpamPrec: 100.000%
+# Correctly non-spam:  53089  100.00%
+# Correctly spam:     118166  95.47%
+# False positives:         2  0.00%
+# False negatives:      5612  4.53%
+# TCR(l=50): 21.669818  SpamRecall: 95.466%  SpamPrec: 99.998%
 
 # SUMMARY for threshold 12.0:
-# Correctly non-spam:  29452  100.00%
-# Correctly spam:      23527  84.30%
-# False positives:         0  0.00%
-# False negatives:      4381  15.70%
-# TCR(l=50): 6.370235  SpamRecall: 84.302%  SpamPrec: 100.000%
+# Correctly non-spam:  53090  100.00%
+# Correctly spam:     115183  93.06%
+# False positives:         1  0.00%
+# False negatives:      8595  6.94%
+# TCR(l=50): 14.317872  SpamRecall: 93.056%  SpamPrec: 99.999%
 
 # SUMMARY for threshold 15.0:
-# Correctly non-spam:  29452  100.00%
-# Correctly spam:      21213  76.01%
-# False positives:         0  0.00%
-# False negatives:      6695  23.99%
-# TCR(l=50): 4.168484  SpamRecall: 76.010%  SpamPrec: 100.000%
+# Correctly non-spam:  53090  100.00%
+# Correctly spam:     109295  88.30%
+# False positives:         1  0.00%
+# False negatives:     14483  11.70%
+# TCR(l=50): 8.517030  SpamRecall: 88.299%  SpamPrec: 99.999%
 
 # SUMMARY for threshold 17.0:
-# Correctly non-spam:  29452  100.00%
-# Correctly spam:      19623  70.31%
-# False positives:         0  0.00%
-# False negatives:      8285  29.69%
-# TCR(l=50): 3.368497  SpamRecall: 70.313%  SpamPrec: 100.000%
+# Correctly non-spam:  53090  100.00%
+# Correctly spam:     104171  84.16%
+# False positives:         1  0.00%
+# False negatives:     19607  15.84%
+# TCR(l=50): 6.296892  SpamRecall: 84.160%  SpamPrec: 99.999%
 
 # SUMMARY for threshold 20.0:
-# Correctly non-spam:  29452  100.00%
-# Correctly spam:      17301  61.99%
+# Correctly non-spam:  53091  100.00%
+# Correctly spam:      94871  76.65%
 # False positives:         0  0.00%
-# False negatives:     10607  38.01%
-# TCR(l=50): 2.631093  SpamRecall: 61.993%  SpamPrec: 100.000%
+# False negatives:     28907  23.35%
+# TCR(l=50): 4.281939  SpamRecall: 76.646%  SpamPrec: 100.000%
 
 
 Test hit frequencies, for spam and ham corpora:
@@ -165,829 +165,780 @@
 and the 'score' field should be ignored.)
 
 OVERALL%   SPAM%     HAM%     S/O    RANK   SCORE  NAME
- 511425   248869   262556    0.487   0.00    0.00  (all messages)
-100.000  48.6619  51.3381    0.487   0.00    0.00  (all messages as %)
- 13.426  27.5900   0.0004    1.000   1.00    4.14  MIME_BOUND_DD_DIGITS
-  7.195  14.7853   0.0004    1.000   0.98    4.10  RCVD_DOUBLE_IP_SPAM
-  6.932  14.2448   0.0004    1.000   0.98    4.24  X_MESSAGE_INFO
-  6.666  13.6972   0.0015    1.000   0.97    4.40  HELO_DYNAMIC_IPADDR
-  5.879  12.0811   0.0008    1.000   0.97    3.79  MSGID_SPAM_CAPS
-  7.212  14.8162   0.0050    1.000   0.96    0.10  DIGEST_MULTIPLE
-  7.022  14.4233   0.0061    1.000   0.95    4.26  URIBL_SC_SURBL
-  3.892   7.9974   0.0008    1.000   0.94    3.91  DATE_SPAMWARE_Y2K
-  3.784   7.7752   0.0015    1.000   0.94    0.04  DRUGS_ANXIETY_EREC
-  3.382   6.9470   0.0023    1.000   0.93    0.00  DRUGS_DIET
-  2.844   5.8448   0.0004    1.000   0.93    0.00  DRUGS_MANYKINDS
-  3.045   6.2551   0.0019    1.000   0.92    0.00  DRUGS_DIET_EREC
-  2.579   5.2992   0.0000    1.000   0.92    4.10  RATWARE_ZERO_TZ
-  4.236   8.6986   0.0053    0.999   0.92    3.92  FORGED_MUA_OUTLOOK
-  2.514   5.1670   0.0000    1.000   0.92    3.49  DRUGS_ANXIETY_OBFU
-  5.230  10.7398   0.0084    0.999   0.92    0.73  HTML_BACKHAIR_8
-  6.549  13.4480   0.0103    0.999   0.92    2.18  RCVD_HELO_IP_MISMATCH
- 23.591  48.4632   0.0160    1.000   0.92    3.81  RCVD_IN_DSBL
-  3.101   6.3696   0.0034    0.999   0.91    1.25  HELO_DYNAMIC_DHCP
-  2.506   5.1481   0.0008    1.000   0.91    3.74  HELO_DYNAMIC_HCC
-  7.971  16.3664   0.0141    0.999   0.91    3.08  RCVD_IN_XBL
- 13.325  27.3650   0.0168    0.999   0.90    2.44  MIME_HTML_ONLY_MULTI
-  2.232   4.5863   0.0011    1.000   0.90    3.50  HELO_DYNAMIC_IPADDR2
-  1.877   3.8570   0.0000    1.000   0.90    3.34  DRUGS_SLEEP_EREC
-  4.097   8.4109   0.0084    0.999   0.90    1.94  MSGID_RANDY
-  2.170   4.4590   0.0011    1.000   0.90    0.00  DRUGS_DIET_PAIN
-  4.317   8.8609   0.0103    0.999   0.89    0.88  DRUGS_ERECTILE_OBFU
-  1.850   3.8012   0.0011    1.000   0.89    0.00  DRUGS_DEPR_EREC
-  5.264  10.8033   0.0137    0.999   0.89    2.27  UNIQUE_WORDS
-  4.579   9.3953   0.0137    0.999   0.88    0.10  DRUGS_ANXIETY
-  1.343   2.7601   0.0000    1.000   0.87    3.68  SUBJECT_DRUG_GAP_VA
-  2.660   5.4583   0.0084    0.998   0.87    2.66  MSGID_DOLLARS
-  1.522   3.1245   0.0030    0.999   0.87    3.30  HTML_IMAGE_ONLY_04
-  1.253   2.5753   0.0000    1.000   0.87    2.96  HTML_NONELEMENT_90_100
-  1.243   2.5536   0.0000    1.000   0.87    2.51  SUBJECT_DRUG_GAP_X
-  2.025   4.1540   0.0061    0.999   0.87    0.00  DRUGS_SLEEP
-  2.702   5.5431   0.0099    0.998   0.86    0.00  DRUGS_PAIN_EREC
-  1.507   3.0932   0.0034    0.999   0.86    3.18  DRUGS_PAIN_OBFU
-  1.165   2.3940   0.0004    1.000   0.86    3.87  RATWARE_RCVD_PF
-  2.692   5.5202   0.0110    0.998   0.86    2.85  SUBJ_ILLEGAL_CHARS
-  1.114   2.2896   0.0000    1.000   0.85    3.80  MSGID_YAHOO_CAPS
-  1.391   2.8537   0.0053    0.998   0.84    1.72  RCVD_IN_RSL
-  1.159   2.3784   0.0030    0.999   0.84    0.25  SUBJECT_DRUG_GAP_VIA
-  2.120   4.3457   0.0103    0.998   0.84    0.86  HTML_OBFUSCATE_10_20
-  4.132   8.4707   0.0194    0.998   0.84    0.63  FORGED_OUTLOOK_HTML
-  2.227   4.5651   0.0114    0.998   0.84    0.00  DRUGS_MUSCLE
-  0.941   1.9344   0.0000    1.000   0.84    3.44  HTML_OBFUSCATE_30_40
-  0.941   1.9331   0.0000    1.000   0.83    2.04  SUBJECT_DRUG_GAP_S
- 43.515  89.3888   0.0335    1.000   0.83    1.89  BAYES_99
-  2.754   5.6435   0.0160    0.997   0.83    0.07  FORGED_OUTLOOK_TAGS
-  1.004   2.0621   0.0015    0.999   0.83    0.00  HTML_NONELEMENT_80_90
-  2.393   4.9042   0.0133    0.997   0.83    3.18  DOMAIN_RATIO
-  1.043   2.1409   0.0027    0.999   0.83    1.52  FORGED_MUA_AOL_FROM
-  0.904   1.8584   0.0000    1.000   0.83    3.42  RATWARE_RCVD_AT
-  2.610   5.3462   0.0164    0.997   0.83    3.04  HTML_IMAGE_ONLY_08
-  0.908   1.8648   0.0011    0.999   0.83    3.40  MIME_BOUND_DIGITS_15
-  0.871   1.7885   0.0004    1.000   0.82    3.33  HTML_OBFUSCATE_50_60
-  0.959   1.9681   0.0030    0.998   0.82    3.58  INVALID_TZ_EST
-  1.021   2.0927   0.0046    0.998   0.82    1.69  OBFUSCATING_COMMENT
-  0.796   1.6354   0.0000    1.000   0.82    3.70  HELO_DYNAMIC_COMCAST
-  2.053   4.2022   0.0152    0.996   0.82    0.00  DRUGS_DEPRESSION
-  0.752   1.5446   0.0000    1.000   0.81    2.80  HTML_BADTAG_90_100
-  3.657   7.4903   0.0240    0.997   0.81    0.13  DRUGS_PAIN
-  0.914   1.8729   0.0046    0.998   0.81    0.00  FORGED_AOL_HTML
-  0.731   1.5016   0.0000    1.000   0.80    2.75  DRUGS_DIET_OBFU
-  0.764   1.5683   0.0011    0.999   0.80    0.00  ONLINE_PHARMACY
-  4.936  10.1125   0.0301    0.997   0.79    2.17  DCC_CHECK
-  1.167   2.3868   0.0114    0.995   0.79    0.00  HTML_OBFUSCATE_20_30
-  0.679   1.3947   0.0000    1.000   0.79    3.15  HELO_DYNAMIC_ATTBI
- 17.090  35.0759   0.0419    0.999   0.79    0.07  MPART_ALT_DIFF
-  0.664   1.3642   0.0000    1.000   0.79    3.09  HTML_OBFUSCATE_40_50
-  1.021   2.0895   0.0091    0.996   0.79    2.87  UNRESOLVED_TEMPLATE
-  0.857   1.7539   0.0061    0.997   0.79    0.15  HTML_FONT_SIZE_LARGE
-  2.238   4.5779   0.0209    0.995   0.79    2.05  URI_AFFILIATE
-  0.639   1.3127   0.0000    1.000   0.78    1.36  HTML_BADTAG_60_70
-  1.138   2.3261   0.0122    0.995   0.78    2.54  FORGED_HOTMAIL_RCVD
-  0.635   1.3047   0.0000    1.000   0.78    3.10  EMAIL_ROT13
-  0.718   1.4719   0.0027    0.998   0.78    3.13  OBSCURED_EMAIL
-  0.684   1.4027   0.0019    0.999   0.78    3.23  MSGID_SPAM_ALPHA_NUM
-  2.501   5.1151   0.0236    0.995   0.78    2.94  HTML_IMAGE_ONLY_12
-  6.387  13.0840   0.0385    0.997   0.78    3.45  PYZOR_CHECK
-  0.692   1.4176   0.0034    0.998   0.78    0.01  FROM_ILLEGAL_CHARS
-  0.673   1.3802   0.0030    0.998   0.77    0.00  HTML_NONELEMENT_70_80
-  9.078  18.6078   0.0442    0.998   0.77    2.26  LONGWORDS
-  0.594   1.2207   0.0004    1.000   0.77    0.00  HTML_SHORT_CENTER
-  0.569   1.1681   0.0004    1.000   0.76    3.12  PERCENT_RANDOM
-  0.602   1.2352   0.0023    0.998   0.76    2.05  RCVD_IN_SORBS_SOCKS
-  0.511   1.0504   0.0000    1.000   0.76    3.00  VIA_GAP_GRA
-  0.525   1.0781   0.0004    1.000   0.76    0.15  HTML_BADTAG_50_60
-  0.530   1.0865   0.0015    0.999   0.75    3.40  NIGERIAN_BODY1
-  0.601   1.2316   0.0034    0.997   0.75    0.86  DRUG_DOSAGE
-  0.501   1.0295   0.0004    1.000   0.75    0.01  HTML_BADTAG_40_50
-  0.492   1.0110   0.0000    1.000   0.75    3.18  HELO_DYNAMIC_OOL
-  0.572   1.1713   0.0038    0.997   0.74    0.00  HTML_NONELEMENT_60_70
-  1.256   2.5588   0.0213    0.992   0.74    0.26  HTML_OBFUSCATE_05_10
- 30.471  62.5514   0.0632    0.999   0.74    3.21  URIBL_OB_SURBL
-  0.478   0.9808   0.0008    0.999   0.74    3.10  X_AUTH_WARN_FAKED
-  1.453   0.0261   2.8051    0.009   0.74   -3.30  ALL_TRUSTED
-  3.189   6.5119   0.0385    0.994   0.74    2.49  RCVD_IN_SORBS_SMTP
-  0.454   0.9326   0.0004    1.000   0.73    0.78  HELO_DYNAMIC_SPLIT_IP
-  2.490   5.0822   0.0339    0.993   0.73    0.30  MIME_BASE64_TEXT
-  2.950   6.0208   0.0385    0.994   0.73    0.42  URIBL_AB_SURBL
-  0.457   0.9370   0.0019    0.998   0.73    0.00  HTML_BADTAG_30_40
-  0.420   0.8623   0.0008    0.999   0.72    0.60  NIGERIAN_BODY2
-  0.496   1.0134   0.0050    0.995   0.72    0.12  HTML_SHORT_COMMENT
-  1.551   3.1555   0.0297    0.991   0.72    0.79  HTML_FONT_LOW_CONTRAST
-  0.425   0.8719   0.0015    0.998   0.72    1.32  SUBJECT_DRUG_GAP_C
-  0.647   1.3188   0.0107    0.992   0.72    0.10  MONEY_BACK
-  0.376   0.7727   0.0000    1.000   0.72    2.81  RATWARE_EGROUPS
-  0.391   0.8036   0.0008    0.999   0.72    3.12  STRONG_BUY
-  0.402   0.8241   0.0011    0.999   0.72    0.51  HG_HORMONE
-  0.374   0.7687   0.0000    1.000   0.72    2.72  FORGED_MUA_THEBAT_BOUN
-  0.562   1.1468   0.0080    0.993   0.72    0.09  IMPOTENCE
-  0.372   0.7631   0.0004    1.000   0.71    3.20  FORGED_MUA_OIMO
-  0.487   0.9941   0.0061    0.994   0.71    0.00  HTML_BADTAG_20_30
-  0.492   1.0033   0.0065    0.994   0.71    0.00  HTML_NONELEMENT_50_60
-  0.508   1.0359   0.0080    0.992   0.71    0.00  HTML_TAG_BALANCE_HEAD
-  1.448   2.9425   0.0316    0.989   0.70    0.06  HTML_BACKHAIR_4
-  1.057   2.1457   0.0259    0.988   0.70    0.00  BODY_ENHANCEMENT2
-  0.345   0.7084   0.0000    1.000   0.70    3.08  KOREAN_UCE_SUBJECT
-  0.497   1.0130   0.0088    0.991   0.70    1.06  ALL_NATURAL
-  0.805   1.6326   0.0202    0.988   0.70    2.06  BAYES_95
-  0.340   0.6980   0.0000    1.000   0.70    2.81  HTML_OBFUSCATE_60_70
-  0.337   0.6927   0.0000    1.000   0.70    2.72  ENTITY_DEC_ALPHANUM
-  0.336   0.6911   0.0000    1.000   0.69    2.87  SUBJECT_DRUG_GAP_VIC
-  1.802   3.6622   0.0396    0.989   0.69    3.03  DATE_IN_FUTURE_12_24
-  0.432   0.8808   0.0069    0.992   0.69    0.77  URI_OFFERS
-  0.377   0.7703   0.0050    0.994   0.69    0.00  HTML_ATTR_UNIQUE
-  0.470   0.9567   0.0088    0.991   0.69    0.00  HTML_COMMENT_SHORT
-  0.327   0.6710   0.0000    1.000   0.69    2.87  INVALID_TZ_CST
-  0.359   0.7349   0.0034    0.995   0.69    2.71  MSGID_SPAM_LETTERS
-  0.325   0.6678   0.0000    1.000   0.69    3.10  FAKE_OUTBLAZE_RCVD
-  0.741   1.5016   0.0206    0.986   0.68    2.08  FRONTPAGE
-  0.350   0.7168   0.0030    0.996   0.68    0.00  FORGED_MUA_EUDORA
-  0.316   0.6489   0.0000    1.000   0.68    2.53  FORGED_THEBAT_HTML
-  0.608   1.2332   0.0160    0.987   0.68    0.01  RCVD_IN_SORBS_WEB
-  0.337   0.6887   0.0027    0.996   0.68    1.62  FROM_NUM_AT_WEBMAIL
-  0.382   0.7767   0.0072    0.991   0.67    0.18  DRUG_ED_CAPS
-  0.305   0.6252   0.0008    0.999   0.67    2.03  FORGED_IMS_HTML
-  0.376   0.7647   0.0069    0.991   0.67    2.37  FORGED_MUA_IMS
-  0.296   0.6071   0.0008    0.999   0.67    2.29  RATWARE_NETIP
-  0.287   0.5899   0.0000    1.000   0.67    3.00  HELO_DYNAMIC_YAHOOBB
-  0.284   0.5842   0.0004    0.999   0.67    0.06  NIGERIAN_BODY3
-  0.972   1.9653   0.0297    0.985   0.67    0.54  MAILTO_SUBJ_REMOVE
-  7.378  15.0662   0.0910    0.994   0.67    0.22  DRUGS_ERECTILE
-  0.282   0.5794   0.0004    0.999   0.67    1.70  FORGED_AOL_TAGS
-  0.433   0.8772   0.0114    0.987   0.66    3.00  FROM_ALL_NUMS
-  0.601   1.2159   0.0190    0.985   0.66    0.39  HTML_SHORT_LENGTH
-  0.564   1.1392   0.0183    0.984   0.66    0.00  BODY_ENHANCEMENT
-  0.757   1.5269   0.0267    0.983   0.65    0.05  HTML_LINK_CLICK_CAPS
-  0.249   0.5099   0.0008    0.999   0.65    1.44  BANG_EXERCISE
-  0.359   0.7273   0.0091    0.988   0.65    1.47  STOCK_PICK
-  0.581   1.1725   0.0209    0.982   0.65    0.00  BANG_GUAR
-  0.231   0.4737   0.0000    1.000   0.65    2.90  SUBJECT_SEXUAL
-  0.224   0.4613   0.0000    1.000   0.64    2.59  RATWARE_OE_MALFORMED
-  0.222   0.4569   0.0000    1.000   0.64    2.69  HTML_OBFUSCATE_70_80
-  0.402   0.8121   0.0137    0.983   0.64    0.00  HTML_NONELEMENT_40_50
-  0.262   0.5352   0.0030    0.994   0.64    1.43  SUBJECT_DRUG_GAP_P
-  1.144   2.3060   0.0423    0.982   0.64    1.18  SUBJ_HAS_SPACES
-  0.913   1.8399   0.0343    0.982   0.64    2.09  BAYES_90
-  0.218   0.4476   0.0000    1.000   0.64    2.28  HTML_BADTAG_70_80
-  0.373   0.7530   0.0122    0.984   0.64    0.00  SUBJ_BUY
-  0.230   0.4717   0.0015    0.997   0.64    2.58  X_ORIG_IP_NOT_IPV4
-  0.308   0.6256   0.0072    0.989   0.64    0.89  SORTED_RECIPS
-  1.613   3.2551   0.0571    0.983   0.64    0.11  MIME_HEADER_CTYPE_ONLY
-  0.412   0.8294   0.0156    0.982   0.63    0.05  SUBJ_DOLLARS
-  0.206   0.4227   0.0000    1.000   0.63    2.63  DEEP_DISC_MEDS
- 43.964   0.1507  85.4934    0.002   0.63   -2.60  BAYES_00
-  0.239   0.4878   0.0030    0.994   0.63    2.75  X_LIBRARY
-  0.196   0.4030   0.0000    1.000   0.63    2.43  FORGED_IMS_TAGS
-  4.081   8.2907   0.0910    0.989   0.63    0.14  HTML_MIME_NO_HTML_TAG
-  0.195   0.4002   0.0000    1.000   0.63    2.65  FAKE_HELO_MSN
-  0.205   0.4211   0.0008    0.998   0.63    2.42  MORE_SEX
-  0.251   0.5119   0.0046    0.991   0.63    0.27  SUBJECT_DIET
-  0.734   1.4763   0.0305    0.980   0.63    2.12  HEAD_ILLEGAL_CHARS
-  2.368   4.7897   0.0724    0.985   0.63    0.94  RCVD_ILLEGAL_IP
-  0.235   0.4798   0.0034    0.993   0.63    2.80  MILLION_USD
-  0.354   0.7132   0.0126    0.983   0.62    0.08  SATIS_GUAR
-  0.181   0.3721   0.0000    1.000   0.62    2.66  NIGERIAN_BODY4
-  0.313   0.6337   0.0095    0.985   0.62    0.87  HTML_LINK_PUSH_HERE
-  1.092   2.1963   0.0453    0.980   0.62    1.84  RCVD_IN_NJABL_SPAM
-  0.171   0.3524   0.0000    1.000   0.62    2.46  SUBJECT_DRUG_GAP_L
- 10.232  20.8817   0.1379    0.993   0.62    2.29  BIZ_TLD
-  0.815   1.6338   0.0381    0.977   0.62    1.02  MIME_HTML_MOSTLY
-  0.181   0.3705   0.0015    0.996   0.61    2.38  STOCK_ALERT
-  0.162   0.3339   0.0000    1.000   0.61    2.67  MIME_BOUND_RKFINDY
-  0.158   0.3251   0.0000    1.000   0.61    2.15  REVERSE_AGING
-  0.217   0.4416   0.0050    0.989   0.61    0.98  RATWARE_HASH_2_V2
-  3.090   6.2519   0.0922    0.985   0.61    2.70  FORGED_YAHOO_RCVD
-  0.168   0.3428   0.0015    0.996   0.61    2.61  TERRA_ES
-  0.796   1.5936   0.0400    0.976   0.61    0.53  HTML_FONT_SIZE_TINY
-  0.152   0.3122   0.0000    1.000   0.60    2.20  HELO_DYNAMIC_ADELPHIA
-  0.172   0.3516   0.0027    0.992   0.60    0.11  ENGLISH_UCE_SUBJECT
-  0.151   0.3102   0.0000    1.000   0.60    2.70  NOT_ADVISOR
-  0.480   0.9599   0.0244    0.975   0.60    0.01  HTML_COMMENT_SHOUTING
-  0.647   1.2935   0.0339    0.974   0.60    2.63  DNS_FROM_RFC_BOGUSMX
-  1.089   2.1791   0.0556    0.975   0.60    0.96  HTML_FONT_TINY
-  0.192   0.3902   0.0050    0.987   0.60    0.04  RATWARE_HASH_2
-  0.150   0.3070   0.0008    0.998   0.60    2.70  MIME_BOUND_MANY_HEX
-  0.171   0.3480   0.0038    0.989   0.59    2.61  NA_DOLLARS
-  0.141   0.2897   0.0004    0.999   0.59    1.13  DRUG_ED_GENERIC
-  0.147   0.3014   0.0008    0.997   0.59    2.70  MSGID_OUTLOOK_INVALID
-  0.616   0.0342   1.1670    0.028   0.59   -0.41  BAYES_05
-  0.204   0.4131   0.0065    0.985   0.59    0.03  SAVE_THOUSANDS
-  0.137   0.2813   0.0004    0.999   0.59    1.67  DRUG_ED_SILD
-  7.617  15.4905   0.1531    0.990   0.59    1.66  RCVD_IN_RFC_IPWHOIS
-  0.734   1.4658   0.0404    0.973   0.59    0.42  RCVD_FAKE_HELO_DOTCOM
-  0.856   1.7085   0.0476    0.973   0.59    0.00  HTML_BADTAG_10_20
-  0.137   0.2801   0.0008    0.997   0.59    1.60  HTML_CONVERTED
-  0.213   0.4299   0.0080    0.982   0.59    0.00  GUARANTEED_STUFF
-  0.154   0.3126   0.0030    0.990   0.59    2.69  DATE_IN_FUTURE_48_96
-  0.302   0.6035   0.0156    0.975   0.58    0.03  HTML_FONT_SIZE_NONE
-  0.136   0.2789   0.0011    0.996   0.58    2.59  HTML_FONT_SIZE_HUGE
-  1.035   2.0633   0.0602    0.972   0.58    0.00  HTML_TITLE_UNTITLED
-  0.124   0.2556   0.0000    1.000   0.58    1.75  HELO_DYNAMIC_DIALIN
-  0.932   1.8568   0.0552    0.971   0.58    1.47  MIME_BASE64_BLANKS
-  0.260   0.5208   0.0133    0.975   0.58    0.02  AS_SEEN_ON
-  4.316   8.7235   0.1379    0.984   0.58    0.11  RCVD_IN_SBL
-  0.854   1.6993   0.0522    0.970   0.58    0.00  BAD_CREDIT
-  0.725   1.4433   0.0438    0.971   0.58    0.27  USERPASS
-  0.332   0.6630   0.0187    0.973   0.57    0.79  CLICK_TO_REMOVE_1
-  0.115   0.2363   0.0000    1.000   0.57    0.56  RATWARE_MOZ_MALFORMED
-  0.143   0.2901   0.0038    0.987   0.57    2.30  FORGED_MUA_MOZILLA
-  0.119   0.2447   0.0004    0.998   0.57    2.35  DRUGS_SMEAR1
-  0.123   0.2527   0.0008    0.997   0.57    2.35  HTML_ATTR_BAD
-  0.255   0.5095   0.0137    0.974   0.57    0.23  IP_LINK_PLUS
-  0.129   0.2628   0.0019    0.993   0.57    0.56  HTML_MISSING_CTYPE
-  0.354   0.7044   0.0221    0.970   0.57    0.01  PORN_URL_SEX
-  0.157   0.3158   0.0061    0.981   0.57    0.21  ROUND_THE_WORLD_LOCAL
-  0.819   1.6266   0.0537    0.968   0.57    0.00  X_MSMAIL_PRIORITY_HIGH
-  0.116   0.2367   0.0011    0.995   0.57    1.39  RATWARE_GECKO_BUILD
-  1.568   3.1257   0.0918    0.971   0.57    1.18  FORGED_HOTMAIL_RCVD2
-  0.248   0.4942   0.0145    0.972   0.57    2.19  TO_MALFORMED
-  0.172   0.3452   0.0084    0.976   0.56    0.00  GUARANTEED_100_PERCENT
-  0.102   0.2089   0.0000    1.000   0.56    2.25  CONFIRMED_FORGED
-  0.152   0.3054   0.0057    0.982   0.56    1.74  HAIR_LOSS
-  0.154   0.3090   0.0065    0.979   0.56    0.00  MIME_BASE64_ILLEGAL
-  0.500   0.9925   0.0339    0.967   0.56    1.07  HTML_00_10
-  0.166   0.3319   0.0080    0.976   0.56    0.24  CONSOLIDATE_DEBT
-  0.109   0.2234   0.0011    0.995   0.56    2.29  RATWARE_STORM_URI
-  0.105   0.2154   0.0011    0.995   0.56    0.98  YAHOO_DRS_REDIR
-  0.187   0.3729   0.0107    0.972   0.56    1.40  MARKETING_PARTNERS
-  0.100   0.2049   0.0004    0.998   0.56    1.98  BANG_OPRAH
-  0.150   0.3014   0.0069    0.978   0.56    2.31  DATE_IN_FUTURE_24_48
-  0.092   0.1901   0.0000    1.000   0.56    2.35  HTML_FORMACTION_MAILTO
-  0.138   0.2773   0.0053    0.981   0.56    2.03  HTML_TAG_EXIST_MARQUEE
-  0.372   0.7369   0.0267    0.965   0.55    0.15  HTML_COMMENT_SAVED_URL
-  0.263   0.5216   0.0183    0.966   0.55    1.92  SUSPICIOUS_RECIPS
-  0.086   0.1772   0.0000    1.000   0.55    2.10  SUBJ_2_NUM_PARENS
-  0.086   0.1768   0.0000    1.000   0.55    2.09  HELO_DYNAMIC_ROGERS
-  0.176   0.3488   0.0114    0.968   0.55    0.21  HTML_EMBEDS
-  0.085   0.1756   0.0000    1.000   0.55    2.39  CHINA_HEADER
-  0.878   0.0739   1.6408    0.043   0.54   -1.95  BAYES_10
-  1.350   2.6733   0.0956    0.965   0.54    0.30  DNS_FROM_RFC_WHOIS
-  0.377   0.7442   0.0289    0.963   0.54    0.00  HTML_SHOUTING4
-  0.082   0.1692   0.0000    1.000   0.54    2.11  FAKE_HELO_MAIL_COM_DOM
-  1.088   2.1457   0.0857    0.962   0.54    0.20  INVALID_TZ_GMT
-  5.215  10.5168   0.1901    0.982   0.54    1.22  RCVD_IN_BL_SPAMCOP_NET
-  0.129   0.2576   0.0065    0.975   0.54    1.62  PORN_URL_MISC
-  0.081   0.1660   0.0000    1.000   0.54    2.11  MULTI_FORGED
-  0.237   0.4677   0.0179    0.963   0.54    0.00  UPPERCASE_75_100
-  0.428   0.8422   0.0347    0.960   0.54    0.00  LOW_PRICE
-  1.752   3.4761   0.1185    0.967   0.54    0.00  HTML_TAG_BALANCE_BODY
-  0.077   0.1587   0.0000    1.000   0.54    2.07  DIET_3
-  0.098   0.1981   0.0038    0.981   0.54    1.49  FROM_OFFERS
-  0.083   0.0012   0.1596    0.007   0.53   -4.30  RCVD_IN_BSP_TRUSTED
-  0.076   0.1555   0.0000    1.000   0.53    2.09  WRINKLES
-  1.432   2.8368   0.1002    0.966   0.53    1.05  HTML_IMAGE_ONLY_16
-  1.930   3.8289   0.1299    0.967   0.53    1.23  MISSING_SUBJECT
-  0.073   0.1503   0.0000    1.000   0.53    2.40  EXCUSE_23
-  0.073   0.1503   0.0000    1.000   0.53    1.91  HTML_BADTAG_80_90
-  4.759   9.5721   0.1977    0.980   0.53    0.02  HTML_IMAGE_RATIO_02
-  0.128   0.2544   0.0080    0.970   0.53    1.70  EXCUSE_6
-  0.099   0.1977   0.0050    0.976   0.53    0.02  HTML_SHOUTING5
-  0.072   0.1475   0.0000    1.000   0.53    1.06  HDR_ORDER_MTSRIX
-  0.071   0.1467   0.0000    1.000   0.53    2.20  HDR_ORDER_TRIMRS
-  0.080   0.1627   0.0023    0.986   0.52    0.24  HELO_DYNAMIC_CHELLO_NL
-  0.116   0.2298   0.0080    0.966   0.52    1.96  DATE_IN_FUTURE_96_XX
-  0.253   0.4970   0.0225    0.957   0.52    0.56  TRACKER_ID
-  0.076   0.1551   0.0019    0.988   0.52    2.02  SUBJ_LIFE_INSURANCE
-  1.195   2.3526   0.0986    0.960   0.52    0.85  DATE_IN_FUTURE_03_06
-  1.222   2.4041   0.1009    0.960   0.52    0.12  MAILTO_TO_REMOVE
-  0.071   0.1455   0.0008    0.995   0.52    2.30  DRUG_ED_ONLINE
-  0.691   1.3545   0.0621    0.956   0.52    0.02  EXCUSE_10
-  0.063   0.0000   0.1226    0.000   0.52   -8.00  HABEAS_USER
-  0.353   0.6919   0.0312    0.957   0.52    1.34  GAPPY_SUBJECT
-  1.536   3.0229   0.1261    0.960   0.52    0.02  HTML_SHOUTING3
-  2.477   4.9307   0.1516    0.970   0.52    0.00  RCVD_DOUBLE_IP_LOOSE
-  0.057   0.1165   0.0000    1.000   0.52    2.07  FAKE_HELO_EXCITE
-  0.143   0.2809   0.0126    0.957   0.52    1.61  SOME_BREAKTHROUGH
-  0.073   0.1479   0.0023    0.985   0.51    0.01  NO_FORMS
-  0.056   0.1141   0.0000    1.000   0.51    1.96  HELO_DYNAMIC_VTR
-  0.457   0.8936   0.0438    0.953   0.51    0.00  HTML_NONELEMENT_20_30
-  0.074   0.1499   0.0030    0.980   0.51    0.00  FAKE_HELO_MAIL_COM
-  0.052   0.1077   0.0000    1.000   0.51    1.98  HTTP_77
-  1.688   3.3202   0.1405    0.959   0.51    0.00  HTML_BACKHAIR_2
-  0.064   0.1302   0.0019    0.986   0.51    0.06  HIDE_WIN_STATUS
-  0.087   0.1728   0.0061    0.966   0.51    0.06  ONE_TIME_MAILING
-  0.058   0.1185   0.0015    0.987   0.51    2.08  RATWARE_RCVD_LC_ESMTP
-  0.642   1.2525   0.0640    0.951   0.51    0.00  MIME_MISSING_BOUNDARY
-  0.109   0.2142   0.0095    0.957   0.51    0.14  MORTGAGE_BEST
-  0.283   0.5529   0.0270    0.953   0.51    1.61  FROM_HAS_MIXED_NUMS3
-  0.084   0.1664   0.0057    0.967   0.51    0.32  DIET_2
-  0.064   0.1294   0.0023    0.983   0.51    0.10  AMAZING_STUFF
-  0.049   0.1009   0.0004    0.996   0.50    0.45  SUBJ_GUARANTEED
-  0.759   1.4779   0.0785    0.950   0.50    0.37  BAYES_75
-  0.428   0.8326   0.0438    0.950   0.50    0.38  FROM_NO_LOWER
-  0.055   0.1105   0.0015    0.986   0.50    0.09  PORN_URL_SLUT
-  0.046   0.0952   0.0000    1.000   0.50   16.00  HABEAS_INFRINGER
-  0.133   0.2584   0.0133    0.951   0.50    0.00  HTML_WIN_OPEN
-  0.221   0.4303   0.0232    0.949   0.50    1.81  URG_BIZ
-  3.381   6.7313   0.2061    0.970   0.50    0.04  HTML_FONT_INVISIBLE
-  0.051   0.1025   0.0015    0.985   0.50    2.20  NASTY_GIRLS
-  0.047   0.0960   0.0011    0.988   0.50    1.96  ROUND_THE_WORLD
-  0.044   0.0896   0.0004    0.996   0.50    0.49  FORGED_QUALCOMM_TAGS
-  0.067   0.1338   0.0042    0.970   0.50    0.98  FROM_NO_USER
-  0.070   0.1398   0.0046    0.968   0.50    0.13  BILLION_DOLLARS
-  0.043   0.0888   0.0004    0.996   0.50    2.20  FORWARD_LOOKING
-  0.107   0.2081   0.0110    0.950   0.50    0.20  MORTGAGE_RATES
-  0.050   0.1001   0.0019    0.981   0.49    1.97  URI_4YOU
-  0.351   0.6819   0.0377    0.948   0.49    0.00  BANG_MORE
-  0.041   0.0840   0.0000    1.000   0.49    1.93  RCVD_AM_PM
-  0.062   0.1234   0.0042    0.967   0.49    0.14  OFFSHORE_SCAM
-  0.047   0.0944   0.0019    0.980   0.49    0.04  NO_CREDIT_CHECK
-  0.043   0.0872   0.0011    0.987   0.49    2.17  PORN_15
- 18.201  37.0130   0.3694    0.990   0.49    1.99  RCVD_IN_SORBS_DUL
-  0.039   0.0800   0.0000    1.000   0.49    2.20  WITH_LC_SMTP
-  3.282   6.5050   0.2262    0.966   0.49    0.00  DNS_FROM_RFC_DSN
-  1.058   0.1185   1.9489    0.057   0.49   -1.10  BAYES_25
-  0.147   0.2833   0.0183    0.939   0.49    0.01  SUB_HELLO
-  0.039   0.0792   0.0000    1.000   0.49    2.20  HELO_DYNAMIC_RR2
- 18.348  37.2935   0.3904    0.990   0.48    0.09  RCVD_IN_NJABL_DUL
-  0.047   0.0932   0.0027    0.972   0.48    0.00  CUM_SHOT
-  1.357   2.6375   0.1436    0.948   0.48    0.00  DIET_1
-  0.132   0.2548   0.0164    0.940   0.48    0.31  CREDIT_CARD
-  0.040   0.0816   0.0011    0.986   0.48    0.34  REFINANCE_YOUR_HOME
-  4.850   9.6472   0.3020    0.970   0.48    0.00  INFO_TLD
-  0.142   0.2732   0.0179    0.939   0.48    0.79  FORGED_JUNO_RCVD
-  0.035   0.0711   0.0000    1.000   0.48    1.94  HTML_OBFUSCATE_80_90
-  0.037   0.0747   0.0008    0.990   0.48    2.13  NUMERIC_HTTP_ADDR
-  0.036   0.0739   0.0008    0.990   0.48    0.65  HTML_SHOUTING7
-  0.251   0.4838   0.0305    0.941   0.48    0.00  MORTGAGE_PITCH
-  0.034   0.0695   0.0000    1.000   0.48    2.14  MSGID_FROM_MTA_HOTMAIL
-  0.283   0.5453   0.0343    0.941   0.48    0.00  HTML_NONELEMENT_30_40
-  0.033   0.0671   0.0000    1.000   0.47    1.86  MSGID_SPAM_ZEROES
-  0.032   0.0667   0.0000    1.000   0.47    1.77  HTML_OBFUSCATE_90_100
-  0.046   0.0896   0.0042    0.955   0.47    0.03  DISGUISE_PORN
-  0.032   0.0651   0.0000    1.000   0.47    1.98  WHY_PAY_MORE
-  0.032   0.0651   0.0000    1.000   0.47    1.27  CONFIDENTIAL_ORDER
-  0.236   0.4528   0.0301    0.938   0.47    1.80  ADDRESS_IN_SUBJECT
-  0.032   0.0655   0.0004    0.994   0.47    2.00  HELO_DYNAMIC_VELOX
-  0.033   0.0671   0.0008    0.989   0.47    2.02  JS_FROMCHARCODE
-  0.034   0.0695   0.0011    0.984   0.47    0.79  FIN_FREE
-  0.208   0.3978   0.0274    0.936   0.47    0.76  WHY_WAIT
-  0.504   0.9668   0.0651    0.937   0.47    0.48  HTTP_ESCAPED_HOST
-  1.606   3.1052   0.1855    0.944   0.47    0.03  NORMAL_HTTP_TO_IP
-  0.031   0.0635   0.0004    0.994   0.47    2.03  WE_HONOR_ALL
- 33.807  68.9994   0.4494    0.994   0.47    1.46  URIBL_WS_SURBL
-  0.030   0.0615   0.0000    1.000   0.46    1.96  BANG_QUOTE
-  0.072   0.1382   0.0095    0.936   0.46    0.00  FREE_PORN
-  0.029   0.0603   0.0000    1.000   0.46    1.44  MSGID_SPAM_99X9XX99
-  0.056   0.1077   0.0076    0.934   0.46    1.26  SUBJ_YOUR_DEBT
-  0.032   0.0647   0.0011    0.983   0.46    2.08  EXCUSE_24
-  0.050   0.0964   0.0069    0.934   0.46    2.09  NIGERIAN_SUBJECT2
-  0.040   0.0780   0.0038    0.953   0.46    0.03  REFINANCE_NOW
-  0.379   0.7245   0.0522    0.933   0.46    0.02  HTML_TABLE_THICK_BORD
-  0.470   0.8957   0.0659    0.931   0.46    1.13  INVALID_MSGID
-  0.028   0.0567   0.0000    1.000   0.46    2.10  RATWARE_JPFREE
-  0.080   0.1523   0.0118    0.928   0.46    0.03  HTML_TAG_EXIST_PARAM
-  1.519   2.9248   0.1870    0.940   0.46    0.45  HTML_IMAGE_ONLY_20
-  0.027   0.0563   0.0000    1.000   0.46    1.88  HELO_DYNAMIC_HOME_NL
-  0.103   0.1949   0.0168    0.921   0.46    0.14  MSGID_NO_HOST
-  1.404   2.6954   0.1805    0.937   0.46    0.00  MIME_BOUND_NEXTPART
-  0.044   0.0848   0.0061    0.933   0.46    1.59  DOMAIN_4U2
-  0.124   0.2343   0.0194    0.923   0.46    1.83  ADDR_FREE
-  0.031   0.0627   0.0015    0.976   0.46    1.85  FREE_PREVIEW
-  0.027   0.0559   0.0000    1.000   0.46    2.05  COMPETE
-  0.729   1.3951   0.0983    0.934   0.46    0.04  HTML_FONT_FACE_BAD
-  0.039   0.0751   0.0050    0.938   0.45    1.12  EXCUSE_4
-  0.030   0.0595   0.0015    0.975   0.45    2.00  BLANK_LINES_90_100
-  0.099   0.1860   0.0171    0.916   0.45    0.00  ENTITY_DEC_SPACE
-  0.051   0.0964   0.0088    0.917   0.45    0.00  HTML_SHOUTING9
-  0.028   0.0559   0.0011    0.980   0.45    0.01  SUBJ_YOUR_FAMILY
-  0.044   0.0828   0.0069    0.924   0.45    0.04  SUBJ_FOR_ONLY
-  0.024   0.0490   0.0008    0.985   0.45    0.00  FROM_NONSENDING_DOMAIN
-  0.175   0.3299   0.0278    0.922   0.45    0.00  REPLY_TO_ULINE_NUMS
-  0.396   0.7494   0.0613    0.924   0.45    1.51  BLANK_LINES_70_80
-  0.021   0.0438   0.0000    1.000   0.45    2.00  SENT_IN_COMPLIANCE
-  0.021   0.0438   0.0000    1.000   0.45    1.87  RCVD_BONUS_SPC_DATE
-  6.287  12.4985   0.3984    0.969   0.45    0.04  RCVD_IN_SORBS_HTTP
-  2.656   5.1481   0.2940    0.946   0.45    0.00  MIME_BASE64_NO_NAME
-  0.531   1.0005   0.0853    0.921   0.44    0.00  EXTRA_MPART_TYPE
-  0.029   0.0563   0.0023    0.961   0.44    1.58  UNCLAIMED_MONEY
-  0.140   0.2628   0.0240    0.916   0.44    0.01  SOMETHING_FOR_ADULTS
-  0.031   0.0603   0.0034    0.946   0.44    1.05  SEDUCTION
-  5.408  10.6960   0.3957    0.964   0.44    0.03  HTML_TEXT_AFTER_HTML
-  0.019   0.0390   0.0000    1.000   0.44    1.90  PREST_NON_ACCREDITED
-  0.116   0.2154   0.0217    0.908   0.44    0.31  EXCUSE_REMOVE
-  0.045   0.0828   0.0084    0.908   0.44    0.09  ACT_NOW_CAPS
-  0.019   0.0386   0.0000    1.000   0.44    1.63  YOU_CAN_SEARCH
-  0.019   0.0386   0.0000    1.000   0.44    1.83  MICRO_CAP_WARNING
-  0.126   0.2343   0.0229    0.911   0.44    1.40  RCVD_IN_NJABL_RELAY
-  0.034   0.0639   0.0050    0.928   0.44    0.94  FREE_SAMPLE
-  0.018   0.0378   0.0000    1.000   0.44    1.65  RATWARE_HASH_DASH
-  0.030   0.0583   0.0038    0.939   0.44    0.00  WHILE_YOU_SLEEP
-  7.153  14.2312   0.4441    0.970   0.44    0.34  RCVD_IN_SORBS_MISC
-  1.212   2.2948   0.1855    0.925   0.44    0.00  X_PRIORITY_HIGH
-  0.020   0.0406   0.0011    0.973   0.44    1.74  AMATEUR_PORN
-  0.058   0.1061   0.0118    0.900   0.44    2.00  WEIRD_QUOTING
-  0.019   0.0390   0.0008    0.981   0.44    2.00  URIBL_PH_SURBL
-  0.020   0.0402   0.0011    0.972   0.44    0.02  PORN_16
-  0.018   0.0374   0.0004    0.990   0.43    1.83  BARGAIN_URL
-  0.023   0.0446   0.0023    0.951   0.43    1.90  BILL_1618
-  2.669   5.1493   0.3173    0.942   0.43    1.10  PRIORITY_NO_NAME
-  0.026   0.0506   0.0034    0.937   0.43    1.90  SELECTED_YOU
-  0.050   0.0920   0.0107    0.896   0.43    0.45  EXTRA_CASH
-  0.545   1.0234   0.0910    0.918   0.43    0.02  NO_RDNS_DOTCOM_HELO
-  0.025   0.0482   0.0030    0.941   0.43    1.17  MEET_SINGLES
-  0.018   0.0362   0.0004    0.990   0.43    1.66  BUY_DIRECT
-  0.019   0.0374   0.0008    0.980   0.43    1.90  PAY_SITE
-  9.271  18.5254   0.4986    0.974   0.43    0.44  RCVD_IN_NJABL_PROXY
-  1.049   1.9806   0.1653    0.923   0.43    0.50  HTML_IMAGE_ONLY_24
-  0.030   0.0567   0.0046    0.925   0.43    0.00  FREE_QUOTE_INSTANT
-  0.016   0.0338   0.0000    1.000   0.43    1.90  HTTP_CTRL_CHARS_HOST
-  2.663   5.1288   0.3253    0.940   0.43    0.25  HTML_10_20
-  0.017   0.0342   0.0004    0.989   0.43    0.68  HARDCORE_PORN
-  0.022   0.0414   0.0027    0.939   0.43    1.89  BEEN_TURNED_DOWN
-  0.016   0.0329   0.0000    1.000   0.43    1.72  NIGERIAN_BODY_GOVT_3
-  0.019   0.0374   0.0015    0.961   0.43    1.88  FORGED_MUA_THEBAT_CS
-  0.144   0.2664   0.0270    0.908   0.43    0.00  MIME_BASE64_LATIN
-  0.040   0.0735   0.0088    0.894   0.43    0.86  GET_PAID
-  0.038   0.0699   0.0084    0.893   0.43    0.00  URI_LONG_HOSTNAME
-  0.808   1.5132   0.1398    0.915   0.43    0.00  ORDER_NOW
-  0.305   0.5734   0.0503    0.919   0.43    1.58  DEAR_SOMETHING
-  0.017   0.0342   0.0011    0.968   0.42    0.00  HIDDEN_CHARGES
-  0.015   0.0305   0.0000    1.000   0.42    1.90  REMOVE_POSTAL
-  0.083   0.1523   0.0183    0.893   0.42    0.00  BLANK_LINES_80_90
-  0.015   0.0301   0.0000    1.000   0.42    1.52  HELO_DYNAMIC_HEXIP
-  0.044   0.0800   0.0107    0.882   0.42    0.00  ALL_CAPS_GUAR
-  0.018   0.0350   0.0019    0.948   0.42    0.13  TO_NO_USER
-  0.016   0.0317   0.0008    0.977   0.42    1.65  BE_BOSS
-  0.014   0.0293   0.0000    1.000   0.42    1.53  FORGED_TELESP_RCVD
-  0.946   1.7716   0.1630    0.916   0.42    0.00  HTML_TAG_BALANCE_HTML
-  0.089   0.1619   0.0202    0.889   0.42    0.00  BEST_PORN
-  0.032   0.0595   0.0069    0.897   0.42    1.77  HEADER_COUNT_CTYPE
-  0.013   0.0277   0.0000    1.000   0.42    1.77  CANNOT_BE_SPAM
- 20.829  42.0571   0.7080    0.983   0.42    1.00  URIBL_SBL
-  0.022   0.0414   0.0042    0.908   0.42    0.62  ONE_TIME
-  0.022   0.0414   0.0042    0.908   0.42    1.90  EARN_PER_WEEK
-  0.013   0.0269   0.0000    1.000   0.42    1.64  DRUG_ED_COMBO
-  0.027   0.0498   0.0057    0.897   0.42    0.29  FORGED_EUDORAMAIL_RCVD
-  1.126   2.1120   0.1923    0.917   0.42    0.10  HTML_IMAGE_RATIO_04
-  0.183   0.3371   0.0373    0.900   0.42    0.30  FROM_STARTS_WITH_NUMS
-  0.040   0.0719   0.0103    0.875   0.42    0.00  THE_BEST_RATE
-  0.333   0.6204   0.0609    0.911   0.42    0.52  HTML_EVENT_UNSAFE
-  0.040   0.0711   0.0103    0.874   0.42    0.00  SUBJ_AS_SEEN
-  6.738  13.3074   0.5107    0.963   0.42    0.00  FORGED_RCVD_NET_HELO
-  0.012   0.0253   0.0000    1.000   0.42    1.64  YAHOO_RD_REDIR
-  5.637  11.0829   0.4753    0.959   0.41    1.72  MSGID_FROM_MTA_ID
- 12.286  24.5450   0.6658    0.974   0.41    1.61  DNS_FROM_RFC_POST
-  0.012   0.0249   0.0000    1.000   0.41    1.60  FAKED_UNDISC_RECIPS
-  0.016   0.0313   0.0019    0.943   0.41    0.49  BANKRUPTCY
-  0.020   0.0374   0.0042    0.899   0.41    0.01  BARELY_LEGAL
-  0.012   0.0000   0.0225    0.000   0.41   -0.10  RCVD_IN_BSP_OTHER
-  0.012   0.0237   0.0000    1.000   0.41    1.57  HELO_DYNAMIC_CHELLO_NO
-  1.549   2.9076   0.2613    0.918   0.41    0.19  REMOVE_PAGE
-  5.135  10.0611   0.4654    0.956   0.41    0.06  HTML_TEXT_AFTER_BODY
-  0.114   0.2069   0.0263    0.887   0.41    0.26  ITS_LEGAL
-  0.011   0.0225   0.0000    1.000   0.41    1.42  NONEXISTENT_CHARSET
-  0.019   0.0342   0.0038    0.900   0.41    0.40  ACCEPT_CREDIT_CARDS
-  0.047   0.0820   0.0137    0.857   0.41    0.00  LOW_INTEREST
-  1.608   2.9923   0.2956    0.910   0.41    0.04  HTML_WEB_BUGS
-  0.383   0.7096   0.0743    0.905   0.41    0.15  HTTP_EXCESSIVE_ESCAPES
-  0.011   0.0221   0.0000    1.000   0.41    1.51  HELO_DYNAMIC_TELIA
-  6.274  12.3511   0.5142    0.960   0.41    0.01  MISSING_MIMEOLE
-  0.012   0.0241   0.0008    0.969   0.41    0.00  NO_CATCH
-  0.695   1.2858   0.1348    0.905   0.41    0.09  HOT_NASTY
-  0.011   0.0217   0.0000    1.000   0.41    1.58  TO_TXT
-  0.010   0.0213   0.0000    1.000   0.41    1.54  FAKE_HELO_EMAIL_COM
-  0.673   1.2440   0.1322    0.904   0.41    1.34  SUBJ_HAS_UNIQ_ID
-  0.871   1.6149   0.1653    0.907   0.41    0.11  CLICK_BELOW_CAPS
-  0.010   0.0209   0.0000    1.000   0.40    1.73  HELO_DYNAMIC_NTL
-  0.022   0.0394   0.0061    0.866   0.40    0.08  SUBJ_2_CREDIT
-  0.399   0.7317   0.0842    0.897   0.40    1.36  DATE_IN_PAST_96_XX
-  0.013   0.0245   0.0015    0.941   0.40    1.68  EARNINGS
-  0.010   0.0205   0.0000    1.000   0.40    1.54  TO_RECIP_MARKER
-  0.013   0.0241   0.0015    0.941   0.40    1.75  SERIOUS_ONLY
-  0.016   0.0301   0.0034    0.898   0.40    0.04  PORN_CELEBRITY
-  0.010   0.0201   0.0000    1.000   0.40    1.80  JAPANESE_UCE_SUBJECT
-  0.761   1.4060   0.1504    0.903   0.40    0.00  HTML_NONELEMENT_10_20
-  0.010   0.0197   0.0000    1.000   0.40    1.70  FORGED_GW05_RCVD
-  0.010   0.0205   0.0004    0.982   0.40    1.44  OUR_AFFILIATE_PARTNERS
-  0.009   0.0193   0.0000    1.000   0.40    0.00  COPY_ACCURATELY
-  0.036   0.0619   0.0107    0.853   0.40    0.96  INVALID_DATE_TZ_ABSURD
-  0.030   0.0510   0.0091    0.848   0.40    0.00  LOW_PAYMENT
-  0.009   0.0189   0.0000    1.000   0.40    0.00  INVALUABLE_MARKETING
-  0.026   0.0442   0.0080    0.847   0.40    1.03  CELL_PHONE_IMPROVE
-  9.123  17.9564   0.7503    0.960   0.40    1.25  RCVD_NUMERIC_HELO
-  0.009   0.0185   0.0000    1.000   0.40    0.00  USERNAME_IN_SUBJECT
-  0.009   0.0185   0.0000    1.000   0.40    0.00  UNIVERSITY_DIPLOMAS
-  0.012   0.0233   0.0019    0.924   0.40    1.12  FAKE_HELO_YAHOO_CA
-  6.751  13.2017   0.6361    0.954   0.40    0.29  DNS_FROM_AHBL_RHSBL
-  0.018   0.0313   0.0046    0.873   0.40    0.00  LIVE_PORN
-  0.009   0.0181   0.0000    1.000   0.40    0.00  JODY
-  0.009   0.0181   0.0000    1.000   0.40    0.00  ORDER_REPORT
-  0.009   0.0177   0.0000    1.000   0.40    0.00  RESISTANCE_IS_FUTILE
-  0.009   0.0177   0.0000    1.000   0.40    0.00  FORGED_AOL_RCVD
-  0.089   0.1567   0.0240    0.867   0.40    0.79  RECEIVE_OFFER
-  0.018   0.0321   0.0053    0.858   0.39    0.87  FREE_MEMBERSHIP
-  0.097   0.1712   0.0263    0.867   0.39    0.00  DO_IT_TODAY
-  0.015   0.0265   0.0042    0.864   0.39    0.99  FAKE_HELO_LYCOS
-  0.028   0.0466   0.0095    0.830   0.39    0.00  MILLION_EMAIL
-  5.192  10.0728   0.5652    0.947   0.39    0.02  HTML_90_100
-  0.008   0.0157   0.0000    1.000   0.39    0.00  MDAEMON_2_7_4
-  0.011   0.0205   0.0019    0.915   0.39    0.00  BILL_SECTION
-  0.439   0.7996   0.0964    0.892   0.39    0.00  MISSING_DATE
-  0.007   0.0153   0.0000    1.000   0.39    0.00  NO_MEDICAL
-  0.034   0.0579   0.0114    0.835   0.39    0.00  LINK_TO_NO_SCHEME
-  0.009   0.0181   0.0011    0.941   0.39    0.00  NIGERIAN_SUBJECT1
-  0.007   0.0149   0.0000    1.000   0.39    0.00  FORGED_JUNO_FROM
-  0.008   0.0157   0.0004    0.976   0.39    0.00  FREE_GRANT
-  0.011   0.0205   0.0023    0.900   0.39    0.02  LONG_DISTANCE
-  0.041   0.0691   0.0145    0.827   0.39    0.00  HTML_SHOUTING6
-  0.217   0.3930   0.0495    0.888   0.39    0.00  SUB_FREE_OFFER
-  0.692   1.2641   0.1497    0.894   0.39    0.06  MIME_QP_EXCESSIVE
-  0.007   0.0145   0.0000    1.000   0.39    0.00  PORN_URL_PANT
-  0.008   0.0161   0.0008    0.955   0.39    0.00  LESBIAN
-  0.007   0.0137   0.0000    1.000   0.39    0.00  CABLE_CONVERTER
- 34.091  68.8880   1.1076    0.984   0.39    0.06  RAZOR2_CF_RANGE_51_100
-  0.015   0.0253   0.0046    0.847   0.39    1.23  INITIAL_INVEST
-  0.009   0.0165   0.0011    0.935   0.39    0.00  FREE_PASSWORD
-  0.928   1.6925   0.2034    0.893   0.39    0.00  MANY_EXCLAMATIONS
-  0.010   0.0185   0.0019    0.907   0.39    0.80  MULTI_REMOVAL_1WORD
-  0.008   0.0161   0.0011    0.934   0.39    0.00  APPLY_ONLINE
-  0.006   0.0125   0.0000    1.000   0.39    0.00  NO_GIMMICK
- 35.260  71.0900   1.2980    0.982   0.38    1.51  RAZOR2_CHECK
-  2.988   5.6749   0.4407    0.928   0.38    0.23  HTML_20_30
-  0.006   0.0129   0.0004    0.971   0.38    0.00  MEGA_SITE
-  0.007   0.0145   0.0008    0.950   0.38    0.00  NONSECURED_CREDIT
-  0.005   0.0113   0.0000    1.000   0.38    0.00  FORGED_MUA_APPLEMAIL
-  0.538   0.9784   0.1207    0.890   0.38    0.35  US_DOLLARS_3
-  1.551   2.8320   0.3359    0.894   0.38    0.24  INVALID_DATE
-  0.013   0.0225   0.0042    0.843   0.38    0.48  TARGETED
- 11.437  22.4688   0.9800    0.958   0.38    0.07  RCVD_BY_IP
-  0.005   0.0108   0.0000    1.000   0.38    0.00  BTAMAIL_URL
- 16.509  32.7682   1.0969    0.968   0.38    0.01  MIME_HTML_NO_CHARSET
-  0.005   0.0096   0.0000    1.000   0.38    0.00  X_PMFLAGS_PRESENT
-  0.005   0.0108   0.0004    0.966   0.38    0.00  X_PRI_MISMATCH_HI
-  0.015   0.0253   0.0057    0.816   0.38    0.45  JOIN_MILLIONS
-  8.549  16.5762   0.9404    0.946   0.38    0.14  HTML_FONT_BIG
-  0.917   1.6679   0.2053    0.890   0.38    0.67  SUBJ_ALL_CAPS
-  0.016   0.0261   0.0061    0.811   0.38    0.03  UP_TO_OR_MORES
-  1.564   2.8561   0.3401    0.894   0.38    0.05  MSGID_FROM_MTA_HEADER
-  0.004   0.0092   0.0000    1.000   0.38    0.00  FAKE_HELO_MAILCITY
-  0.004   0.0092   0.0000    1.000   0.38    0.00  NIGERIAN_SUBJECT6
-  0.005   0.0104   0.0004    0.965   0.38    0.00  NOT_ML_MARKETING
-  1.120   2.0344   0.2529    0.889   0.38    0.00  SAVE_MONEY
-  0.004   0.0088   0.0000    1.000   0.38    0.00  FORGED_MX_HOTMAIL
-  0.004   0.0088   0.0000    1.000   0.38    0.00  NIGERIAN_SCAM_VIRTUE
-  0.012   0.0197   0.0038    0.838   0.38    0.01  HTML_ALL_CAPS
-  0.006   0.0121   0.0011    0.913   0.38    0.00  LYING_EYES
-  0.011   0.0185   0.0034    0.844   0.38    0.00  URI_IS_POUND
-  0.004   0.0084   0.0000    1.000   0.38    0.00  INTL_DRIVERS_LICENSE
-  0.022   0.0346   0.0091    0.791   0.38    1.64  REPLY_TO_EMPTY
-  0.009   0.0153   0.0023    0.870   0.38    0.00  SEX_FEST
-  0.015   0.0249   0.0061    0.803   0.38    0.41  NO_DISAPPOINTMENT
-  0.290   0.5200   0.0720    0.878   0.38    0.00  UPPERCASE_50_75
-  0.004   0.0080   0.0000    1.000   0.38    0.00  FAKE_HELO_EUDORAMAIL
- 26.242  52.1286   1.7048    0.968   0.38    0.18  MIME_HTML_ONLY
-  0.004   0.0076   0.0000    1.000   0.37    0.00  HELO_DYNAMIC_VIRTUA
-  0.372   0.6718   0.0880    0.884   0.37    0.23  RISK_FREE
-  0.043   0.0695   0.0175    0.799   0.37    0.20  EXCUSE_12
-  0.003   0.0060   0.0000    1.000   0.37    0.00  SAFEGUARD_NOTICE
-  0.003   0.0060   0.0000    1.000   0.37    0.00  OUR_STRICT_ANTI
-  0.003   0.0060   0.0000    1.000   0.37    0.00  MSGID_THREESIXSIX
-  0.004   0.0072   0.0004    0.950   0.37    0.00  MAIL_IN_ORDER_FORM
-  0.004   0.0072   0.0004    0.950   0.37    0.00  YAHOO_SRD_REDIR
-  0.707   1.2786   0.1661    0.885   0.37    0.00  SB_NSP_VOLUME_SPIKE
-  0.019   0.0297   0.0084    0.780   0.37    0.92  CELL_PHONE_FREE
-  0.003   0.0056   0.0000    1.000   0.37    0.00  USE_IDENTITY
-  0.003   0.0052   0.0000    1.000   0.37    0.00  LOTS_OF_CC_LINES
-  0.003   0.0052   0.0000    1.000   0.37    0.00  BZ_TLD
-  0.003   0.0060   0.0004    0.941   0.37    0.00  FORGED_MUA_MSN
-  0.002   0.0048   0.0000    1.000   0.37    0.00  MSGID_SPAM_1
-  0.003   0.0056   0.0004    0.937   0.37    0.00  SUBJ_DOUBLE_YOUR
-  0.105   0.1796   0.0335    0.843   0.37    0.04  SEE_FOR_YOURSELF
-  0.002   0.0044   0.0000    1.000   0.37    0.00  WALAA
-  0.002   0.0044   0.0000    1.000   0.37    0.00  FAKE_HELO_CARAMAIL
-  0.153   0.2688   0.0427    0.863   0.37    0.08  ADDR_NUMS_AT_BIGSITE
-  0.010   0.0161   0.0042    0.793   0.37    0.11  AOL_USERS_LINK
-  0.008   0.0125   0.0030    0.803   0.37    0.00  HTML_SHOUTING8
-  0.002   0.0040   0.0000    1.000   0.37    0.00  RATWARE_VC_IPA
-  0.002   0.0040   0.0000    1.000   0.37    0.00  MSGID_3_DOLLARS
-  0.065   0.1081   0.0248    0.814   0.37    0.00  ML_MARKETING
-  0.003   0.0056   0.0008    0.881   0.37    0.00  FREE_INVESTMENT
-  0.029   0.0450   0.0141    0.762   0.37    1.09  YOUR_INCOME
-  0.002   0.0036   0.0000    1.000   0.37    0.00  RECEIVED_IDENT_SQUID
-  0.002   0.0036   0.0000    1.000   0.37    0.00  READ_TO_END
-  0.002   0.0044   0.0004    0.921   0.37    0.00  GET_STARTED_NOW
- 38.568  71.2126   7.6254    0.903   0.36    0.00  HTML_MESSAGE
-  0.002   0.0032   0.0000    1.000   0.36    0.00  TO_INVESTORS
-  0.003   0.0048   0.0008    0.864   0.36    0.00  INCOME
-  0.001   0.0028   0.0000    1.000   0.36    0.00  FURTHER_TRANSMISSIONS
-  0.001   0.0028   0.0000    1.000   0.36    0.00  RATWARE_EVAMAIL
-  0.001   0.0028   0.0000    1.000   0.36    0.00  NOT_INTENDED
-  0.002   0.0036   0.0004    0.905   0.36    0.00  FORGED_YAHOO_RCVD_SMTP
-  3.615   6.7722   0.6223    0.916   0.36    0.01  MISSING_OUTLOOK_NAME
-  0.272   0.4830   0.0727    0.869   0.36    0.00  REMOVE_FROM_LIST
-  0.003   0.0052   0.0011    0.821   0.36    0.00  THIS_IS_AN_AD
-  0.001   0.0024   0.0000    1.000   0.36    0.00  MORTGAGE_LINKS
-  0.001   0.0024   0.0000    1.000   0.36    0.00  CHANGE_TERMS
-  0.001   0.0024   0.0000    1.000   0.36    0.00  HELO_DYNAMIC_TDS
-  0.419   0.7470   0.1089    0.873   0.36    3.14  SPF_HELO_SOFTFAIL
-  0.001   0.0020   0.0000    1.000   0.36    0.00  BTAMAIL_HEADER
-  0.001   0.0020   0.0000    1.000   0.36    0.00  RATWARE_SCREWUP_1
-  0.001   0.0020   0.0000    1.000   0.36    0.00  FRIEND_PUBLIC
-  0.001   0.0020   0.0000    1.000   0.36    0.00  CREDITORS_CALLING
-  0.001   0.0020   0.0000    1.000   0.36    0.00  HIDDEN_ASSETS
-  0.001   0.0020   0.0000    1.000   0.36    0.00  APPLY_FREE
-  0.157   0.2748   0.0446    0.860   0.36    0.07  DEAR_FRIEND
-  0.001   0.0016   0.0000    1.000   0.36    0.00  FORGED_RCVD_FROM_NUM
-  0.001   0.0016   0.0000    1.000   0.36    0.00  RECEIVED_CACHEFLOW
-  0.001   0.0016   0.0000    1.000   0.36    0.00  RATWARE_OE_PI
-  0.001   0.0016   0.0000    1.000   0.36    0.00  WEALTH
-  0.003   0.0048   0.0015    0.760   0.36    0.00  FROM_HAS_MIXED_NUMS2
-  0.001   0.0012   0.0000    1.000   0.36    0.00  STOP_SNORING
-  0.001   0.0012   0.0000    1.000   0.36    0.00  FRIEND_AT_PUBLIC
-  0.001   0.0012   0.0000    1.000   0.36    0.00  NO_SELLING
-  0.001   0.0012   0.0000    1.000   0.36    0.00  MORTGAGE_WAITING
-  0.003   0.0044   0.0015    0.744   0.36    0.00  BUGGY_CGI
-  0.000   0.0008   0.0000    1.000   0.36    0.00  MSGID_4NUMS_DOLLAR
-  0.000   0.0008   0.0000    1.000   0.36    0.00  RCVD_IN_NJABL_CGI
-  0.000   0.0008   0.0000    1.000   0.36    0.00  RATWARE_EMPTY_HELO
-  0.000   0.0008   0.0000    1.000   0.36    0.00  RATWARE_MMAILER
-  0.000   0.0008   0.0000    1.000   0.36    0.00  RUSSIAN_UCE_SUBJECT
-  0.000   0.0008   0.0000    1.000   0.36    0.00  VAR_REF_IN_RECEIVED
-  0.000   0.0008   0.0000    1.000   0.36    0.00  X_ENC_PRESENT
-  0.000   0.0004   0.0000    1.000   0.36    0.00  NEVER_ANOTHER
-  0.000   0.0004   0.0000    1.000   0.36    0.00  MSGID_SPAM_6LETTER
-  0.000   0.0004   0.0000    1.000   0.36    0.00  MORTGAGE_NETWORK
-  0.000   0.0004   0.0000    1.000   0.36    0.00  SUBJ_FREE_INSTANT
-  1.196   2.1083   0.3310    0.864   0.36    0.00  DATE_IN_PAST_06_12
-  0.320   0.5678   0.0861    0.868   0.36    0.00  SAVE_UP_TO
-  0.003   0.0036   0.0015    0.704   0.36    0.00  FREE_INSTALL
-  0.000   0.0000   0.0000    0.500   0.36    0.00  
-  0.000   0.0000   0.0000    0.500   0.36    0.00  X_LIST_UNSUBSCRIBE
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RCVD_BY_QVES_COM
-  0.000   0.0000   0.0000    0.500   0.36    0.00  NO_DNS_FOR_FROM
-  0.000   0.0000   0.0000    0.500   0.36    2.50  HEAD_LONG
-  0.000   0.0000   0.0000    0.500   0.36    0.00  HTTP_ENTITIES_HOST
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RCVD_IN_MAPS_RBL
-  0.000   0.0000   0.0000    0.500   0.36    0.00  NO_MIDDLEMAN
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RATWARE_XMAILER
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RCVD_IN_SORBS_BLOCK
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RATWARE_DIFFOND
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RATWARE_BAD_REFS
-  0.000   0.0000   0.0000    0.500   0.36    0.00  X_MAIL_ID_PRESENT
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RCVD_IN_MAPS_RSS
-  0.000   0.0000   0.0000    0.500   0.36    0.00  X_STORMPOST_TO
-  0.000   0.0000   0.0000    0.500   0.36    0.00  PRIORITY_MAIL
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RCVD_6_CAPS_ESMTP_ID
-  0.000   0.0000   0.0000    0.500   0.36    0.00  X_SERV_HOST_PRESENT
-  0.000   0.0000   0.0000    0.500   0.36    0.00  SUBJ_RIPPED
-  0.000   0.0000   0.0000    0.500   0.36    0.00  X_PRECEDENCE_REF
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RCVD_IN_MAPS_DUL
-  0.000   0.0000   0.0000    0.500   0.36    0.00  ID_UNIQUE
-  0.000   0.0000   0.0000    0.500   0.36    0.00  TO_FILENAME
-  0.000   0.0000   0.0000    0.500   0.36    0.00  X_MAILER_GIBBERISH
-  0.000   0.0000   0.0000    0.500   0.36    0.00  DATE_YEAR_ZERO_FIRST
-  0.000   0.0000   0.0000    0.500   0.36    0.00  BUY_JUDGEMENTS
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RCVD_IN_MAPS_NML
-  0.000   0.0000   0.0000    0.500   0.36    0.00  SUBJ_HAS_TIME_ID
-  0.000   0.0000   0.0000    0.500   0.36    0.00  RCVD_IN_NJABL_MULTI
-  3.291   6.1583   0.5740    0.915   0.36    0.02  HTML_30_40
-  0.001   0.0008   0.0004    0.678   0.36    0.00  RATWARE_IMKTG
-  0.001   0.0008   0.0004    0.678   0.36    0.00  EXCUSE_21
-  0.001   0.0008   0.0004    0.678   0.36    0.00  EXCUSE_22
-  0.012   0.0181   0.0069    0.725   0.35    0.89  MIME_BOUND_DIGITS_7
-  0.000   0.0004   0.0004    0.513   0.35    0.00  SUBJ_NOW_ONLY
-  0.000   0.0004   0.0004    0.513   0.35    0.00  DIG_UP_INFO
-  0.002   0.0024   0.0015    0.613   0.35    0.00  ONCE_IN_LIFETIME
-  0.012   0.0169   0.0069    0.711   0.35    0.86  START_NOW_CAPS
-  0.010   0.0149   0.0061    0.709   0.35    0.00  FIND_ANYTHING
-  1.310   2.3237   0.3485    0.870   0.35    0.00  HTML_TITLE_EMPTY
-  0.041   0.0639   0.0202    0.760   0.35    0.00  FREE_ACCESS
-  0.002   0.0016   0.0015    0.513   0.35    0.00  DRUG_ED_HERBAL
-  0.002   0.0024   0.0019    0.559   0.35    0.00  NEW_CUSTOMER
-  0.005   0.0072   0.0038    0.655   0.35    0.00  NO_INVENTORY
-  3.698   6.8164   0.7416    0.902   0.35    0.04  HTML_40_50
-  0.359   0.6357   0.0967    0.868   0.35    0.00  FROM_WEBMAIL_END_NUMS6
-  0.004   0.0052   0.0034    0.604   0.35    0.00  NO_INVESTMENT
-  0.002   0.0016   0.0019    0.458   0.35    0.00  IDENT_NOBODY
-  0.276   0.4798   0.0819    0.854   0.35    0.00  ENTITY_DEC_OTHER
-  1.331   2.3506   0.3653    0.866   0.35    0.00  HTML_NONELEMENT_00_10
-  0.005   0.0060   0.0042    0.590   0.35    0.00  MIME_BOUND_MA
-  0.102   0.1704   0.0381    0.817   0.34    0.03  COMPLETELY_FREE
-  2.709   4.9725   0.5629    0.898   0.34    0.00  HTML_BADTAG_00_10
-  0.247   0.4287   0.0739    0.853   0.34    0.00  SUBJ_FREE_CAP
-  0.384   0.6763   0.1078    0.863   0.34    0.00  LIMITED_TIME_ONLY
- 19.626  27.2778  12.3734    0.688   0.34    0.00  DNS_FROM_RFC_ABUSE
-  0.113   0.1885   0.0419    0.818   0.34    0.00  RCVD_IN_SORBS_ZOMBIE
-  3.948   7.2187   0.8474    0.895   0.34    0.09  HTML_50_60
-  0.006   0.0064   0.0053    0.547   0.34    0.00  BANG_BOSS
-  0.029   0.0410   0.0179    0.696   0.34    0.27  CONGRATULATIONS
-  0.019   0.0257   0.0126    0.672   0.34    0.00  NO_QS_ASKED
-  2.054   3.7116   0.4833    0.885   0.34    0.01  DATE_IN_PAST_03_06
-  0.043   0.0651   0.0229    0.740   0.34    0.00  SUBJ_YOUR_OWN
- 24.580  19.4030  29.4878    0.397   0.34    0.00  FORGED_RCVD_HELO
-  0.002   0.0004   0.0034    0.105   0.34    0.00  MIME_BOUND_HEX_24
-  5.799  10.3593   1.4759    0.875   0.33    0.01  HTML_LINK_CLICK_HERE
-  0.182   0.3082   0.0632    0.830   0.33    0.00  SAVINGS
-  5.082   9.1008   1.2736    0.877   0.33    0.02  HTML_70_80
-  5.922  10.3661   1.7101    0.858   0.33    0.15  HTML_80_90
-  2.196   3.9129   0.5686    0.873   0.33    0.11  HTML_TAG_EXIST_TBODY
-  0.260   0.4428   0.0868    0.836   0.33    0.25  HTML_FONT_FACE_CAPS
-  8.131  12.8497   3.6586    0.778   0.33    0.01  CLICK_BELOW
-  4.061   7.2572   1.0318    0.876   0.33    0.00  HTML_60_70
-  3.385   5.9742   0.9316    0.865   0.32    0.04  MIME_QP_LONG_LINE
-  1.026   1.7439   0.3451    0.835   0.32    0.12  EXCUSE_3
-  0.004   0.0008   0.0061    0.117   0.32    0.00  WE_HATE_SPAM2
-  0.803   1.3690   0.2662    0.837   0.32    0.00  HTML_BACKHAIR_1
-  0.037   0.0506   0.0236    0.682   0.32    0.00  RICH
-  1.325   2.2811   0.4190    0.845   0.32    1.30  UNDISC_RECIPS
-  0.128   0.2057   0.0545    0.791   0.31    0.00  ALL_CAP_FOR_ADULTS
-  2.081   3.5935   0.6479    0.847   0.31    0.00  SPF_HELO_FAIL
-  0.141   0.2270   0.0598    0.792   0.31    0.00  OPTING_OUT_CAPS
-  0.709   1.1926   0.2514    0.826   0.31    0.13  HTML_IMAGE_RATIO_06
-  4.819   7.4887   2.2883    0.766   0.31    0.00  LINES_OF_YELLING
-  0.326   0.5417   0.1219    0.816   0.30    0.83  NO_OBLIGATION
-  0.017   0.0177   0.0168    0.513   0.30    0.02  DIRECT_EMAIL
-  0.929   1.5297   0.3599    0.810   0.30    1.30  DATE_IN_FUTURE_06_12
-  0.070   0.1009   0.0411    0.710   0.30    1.27  FULL_REFUND
-  0.056   0.0788   0.0350    0.692   0.29    0.00  HTML_TITLE_EXTRA
-  0.084   0.1266   0.0442    0.741   0.29    0.00  EXCUSE_11
-  0.012   0.0088   0.0145    0.379   0.29    0.00  FROM_AND_TO_SAME
-  0.027   0.0317   0.0232    0.577   0.29    0.02  X_ESMTP
-  5.028   6.4849   3.6476    0.640   0.29    0.00  FROM_ENDS_IN_NUMS
-  7.932   6.5448   9.2460    0.414   0.28    0.01  NO_REAL_NAME
-  0.309   0.4970   0.1306    0.792   0.28    0.02  EXCUSE_7
-  2.221   3.5324   0.9773    0.783   0.28    0.01  URI_REDIRECTOR
-  0.669   1.0411   0.3169    0.767   0.28    0.02  HTML_EVENT
-  0.102   0.1503   0.0571    0.725   0.28    0.00  EXCUSE_19
-  0.063   0.0844   0.0434    0.660   0.27    0.58  YOU_WON
-  0.376   0.6023   0.1615    0.789   0.27    0.00  LOTS_OF_STUFF
-  0.251   0.3894   0.1200    0.764   0.27    0.00  EARN_MONEY
-  0.693   1.0664   0.3397    0.758   0.26    0.00  HTTP_WITH_EMAIL_IN_URL
-  1.473   2.2622   0.7252    0.757   0.26    0.03  UPPERCASE_25_50
-  0.685   1.0483   0.3405    0.755   0.26    0.02  HTML_JAVASCRIPT
-  0.157   0.2278   0.0895    0.718   0.25    0.00  WHILE_SUPPLIES
-  0.881   1.3698   0.4178    0.766   0.25    0.00  US_DOLLARS_2
-  0.486   0.7393   0.2449    0.751   0.25    0.03  HTML_IMAGE_RATIO_08
-  1.760   2.5821   0.9815    0.725   0.25    0.00  MAILTO_WITH_SUBJ
-  0.375   0.5762   0.1851    0.757   0.25    0.00  NO_COST
-  0.443   0.6827   0.2167    0.759   0.25    0.00  FREE_TRIAL
-  0.629   0.9354   0.3394    0.734   0.24    0.00  LINES_OF_YELLING_3
-  6.112   3.6979   8.4009    0.306   0.24    0.00  BAYES_50
-  0.772   1.1596   0.4049    0.741   0.23    0.00  FROM_HAS_MIXED_NUMS
-  1.291   1.8411   0.7694    0.705   0.23    0.00  LINES_OF_YELLING_2
-  0.409   0.6039   0.2247    0.729   0.23    0.11  WEIRD_PORT
-  0.094   0.1153   0.0747    0.607   0.22    0.03  WORK_AT_HOME
-  0.618   0.8820   0.3683    0.705   0.22    0.70  DATE_IN_PAST_12_24
-  0.404   0.5802   0.2373    0.710   0.22    0.37  PLING_QUERY
-  0.122   0.1543   0.0906    0.630   0.21    0.00  CASHCASHCASH
-  1.282   1.6900   0.8962    0.653   0.21    0.88  SPF_FAIL
-  0.018   0.0064   0.0282    0.186   0.21    0.00  MIME_BOUND_DASH_DIGIT
-  0.078   0.0836   0.0731    0.533   0.20    0.00  EXCUSE_15
-  0.585   0.7912   0.3900    0.670   0.20    0.12  MISSING_HEADERS
-  0.040   0.0334   0.0461    0.420   0.20    0.00  JAVASCRIPT_URI
-  0.440   0.5915   0.2963    0.666   0.20    0.00  SB_NEW_BULK
-  0.267   0.3496   0.1882    0.650   0.20    0.00  RAZOR2_CF_RANGE_11_50
-  0.523   0.7044   0.3519    0.667   0.19    0.03  PLING_PLING
-  0.049   0.0410   0.0571    0.418   0.19    0.00  NO_PURCHASE
-  0.666   0.8732   0.4700    0.650   0.18    0.50  SPF_SOFTFAIL
-  0.259   0.3166   0.2041    0.608   0.17    0.00  HTML_IMAGE_RATIO_12
-  1.716   1.5000   1.9204    0.439   0.16    0.00  MAILTO_TO_SPAM_ADDR
-  0.285   0.3403   0.2323    0.594   0.16    0.00  HTML_IMAGE_RATIO_10
-  0.457   0.5674   0.3519    0.617   0.16    0.00  FOR_FREE
-  0.174   0.1868   0.1619    0.536   0.15    0.00  HTML_IMAGE_RATIO_14
-  0.031   0.0113   0.0488    0.188   0.15    0.00  NO_EXPERIENCE
-  0.248   0.2801   0.2171    0.563   0.15    0.48  OPTING_OUT
-  0.885   0.9824   0.7930    0.553   0.15    0.03  TO_ADDRESS_EQ_REAL
-  0.247   0.2343   0.2590    0.475   0.11    0.09  DATE_IN_PAST_24_48
-  0.068   0.0370   0.0971    0.276   0.10    0.00  MIME_QP_DEFICIENT
-  0.113   0.0788   0.1455    0.351   0.10    0.00  DATE_IN_PAST_48_96
-  0.221   0.1816   0.2575    0.414   0.09    0.06  FROM_HAS_ULINE_NUMS
-  0.747   0.6722   0.8185    0.451   0.09    0.13  EXCUSE_1
-  0.394   0.3299   0.4555    0.420   0.06    0.00  NO_FEE
-  0.354   0.2781   0.4262    0.395   0.05    0.00  BANG_MONEY
-  0.321   0.2198   0.4167    0.345   0.03    0.10  TO_EMPTY
-  0.058   0.0028   0.1097    0.025   0.01    0.00  MIME_BOUND_DIGITS_4
-  0.102   0.0241   0.1760    0.121   0.00    0.00  MIME_QP_NO_CHARSET
+ 176869   123778    53091    0.700   0.00    0.00  (all messages)
+100.000  69.9829  30.0171    0.700   0.00    0.00  (all messages as %)
+ 17.882  25.5522   0.0000    1.000   1.00    4.50  URIBL_SC_SURBL
+ 10.770  15.3888   0.0000    1.000   0.98    4.50  MIME_BOUND_DD_DIGITS
+  9.684  13.8369   0.0019    1.000   0.98    3.81  URIBL_AB_SURBL
+ 34.260  48.9497   0.0132    1.000   0.98    4.09  URIBL_JP_SURBL
+ 13.644  19.4930   0.0075    1.000   0.97    4.00  RCVD_HELO_IP_MISMATCH
+ 17.449  24.9285   0.0113    1.000   0.97    3.90  RCVD_IN_XBL
+  5.545   7.9239   0.0000    1.000   0.96    4.40  MSGID_SPAM_CAPS
+  7.793  11.1328   0.0057    0.999   0.96    4.28  SUBJ_ILLEGAL_CHARS
+  5.646   8.0669   0.0019    1.000   0.95    2.71  FORGED_OUTLOOK_HTML
+  7.009  10.0131   0.0057    0.999   0.95    4.20  HELO_DYNAMIC_IPADDR
+  4.741   6.7742   0.0000    1.000   0.95    4.40  X_MESSAGE_INFO
+  4.970   7.1014   0.0019    1.000   0.95    3.69  RCVD_DOUBLE_IP_SPAM
+  4.559   6.5117   0.0057    0.999   0.93    2.12  REPTO_QUOTE_YAHOO
+  4.207   6.0108   0.0019    1.000   0.92    3.79  LONGWORDS
+  4.217   6.0245   0.0038    0.999   0.92    4.06  FORGED_MUA_OUTLOOK
+  6.548   9.3490   0.0170    0.998   0.92    0.95  HTML_SHORT_LINK_IMG_1
+  4.162   5.9453   0.0057    0.999   0.91    2.88  MSGID_RANDY
+  3.552   5.0744   0.0019    1.000   0.91    2.41  DRUGS_ERECTILE_OBFU
+  3.178   4.5412   0.0000    1.000   0.91    4.18  MIME_BAD_ISO_CHARSET
+  4.443   6.3436   0.0113    0.998   0.91    2.78  RATWARE_OUTLOOK_NONAME
+ 60.712  86.7351   0.0396    1.000   0.90    3.50  BAYES_99
+  4.397   6.2782   0.0113    0.998   0.90    3.13  HTML_IMAGE_ONLY_08
+  3.059   4.3707   0.0000    1.000   0.90    3.07  HELO_DYNAMIC_DHCP
+  3.364   4.8046   0.0038    0.999   0.90    2.49  FORGED_OUTLOOK_TAGS
+  2.718   3.8836   0.0000    1.000   0.90    0.74  DATE_SPAMWARE_Y2K
+ 36.356  51.9317   0.0414    0.999   0.90    3.01  URIBL_OB_SURBL
+  2.656   3.7947   0.0000    1.000   0.89    4.10  HELO_DYNAMIC_HCC
+  2.903   4.1477   0.0019    1.000   0.89    3.82  HELO_DYNAMIC_IPADDR2
+  2.624   3.7495   0.0000    1.000   0.89    3.20  RATWARE_ZERO_TZ
+  5.557   7.9295   0.0245    0.997   0.89    2.86  FROM_LOCAL_NOVOWEL
+  2.554   3.6493   0.0000    1.000   0.89    4.10  RATWARE_NAME_ID
+  4.312   6.1546   0.0170    0.997   0.88    3.70  PYZOR_CHECK
+  2.513   3.5903   0.0000    1.000   0.88    4.10  URI_NO_WWW_INFO_CGI
+  3.841   5.4824   0.0132    0.998   0.88    2.16  RCVD_IN_SORBS_SOCKS
+  2.623   3.7470   0.0019    0.999   0.88    1.72  MSGID_DOLLARS
+  2.631   3.7575   0.0038    0.999   0.88    0.40  DRUGS_ANXIETY
+  5.865   8.3690   0.0283    0.997   0.88    3.16  RCVD_IN_SBL
+  2.372   3.3891   0.0000    1.000   0.88    4.10  FROM_ILLEGAL_CHARS
+  2.354   3.3641   0.0000    1.000   0.87    2.40  MSGID_YAHOO_CAPS
+  2.440   3.4861   0.0019    0.999   0.87    2.69  REMOVE_BEFORE_LINK
+  2.430   3.4707   0.0038    0.999   0.87    3.89  NO_PRESCRIPTION
+  3.038   4.3352   0.0132    0.997   0.86    2.60  DNS_FROM_RFC_DSN
+  2.088   2.9836   0.0000    1.000   0.86    3.78  MSGID_DOLLARS_RANDOM
+  2.065   2.9504   0.0000    1.000   0.86    3.79  HEADER_SPAM
+  2.664   3.7995   0.0151    0.996   0.85    1.57  HTTP_EXCESSIVE_ESCAPES
+  2.025   2.8931   0.0019    0.999   0.85    0.23  DRUGS_ANXIETY_EREC
+  4.508   6.4284   0.0320    0.995   0.85    1.91  RATWARE_MS_HASH
+  3.589   5.1180   0.0245    0.995   0.85    1.87  HTML_IMAGE_ONLY_12
+  2.000   2.8567   0.0038    0.999   0.84    0.23  FUZZY_VLIUM
+  1.949   2.7840   0.0019    0.999   0.84    0.92  FUZZY_VPILL
+  9.438  13.4652   0.0490    0.996   0.84    2.23  RCVD_IN_WHOIS_INVALID
+  3.232   4.6074   0.0245    0.995   0.84    1.58  HTML_SHORT_LINK_IMG_2
+  1.770   2.5287   0.0000    1.000   0.84    3.71  FORGED_MSGID_YAHOO
+  1.959   2.7961   0.0057    0.998   0.84    0.52  FUZZY_CPILL
+  2.074   2.9593   0.0094    0.997   0.84    3.70  INVESTMENT_ADVICE
+  3.071   4.3772   0.0245    0.994   0.83    0.77  DIGEST_MULTIPLE
+  1.806   2.5804   0.0019    0.999   0.83    0.18  INTERRUPTUS
+  2.056   2.9335   0.0094    0.997   0.83    2.32  HTML_TINY_FONT
+  2.182   3.1120   0.0151    0.995   0.83    2.35  UNIQUE_WORDS
+  1.629   2.3259   0.0038    0.998   0.82    1.91  MSGID_MULTIPLE_AT
+  1.898   2.7081   0.0094    0.997   0.82    3.20  NO_DNS_FOR_FROM
+  3.963   5.6464   0.0377    0.993   0.82    1.89  MIME_BASE64_TEXT
+  1.678   2.3954   0.0057    0.998   0.81    0.63  DRUGS_DIET
+  1.453   2.0763   0.0000    1.000   0.81    1.69  DRUGS_ANXIETY_OBFU
+  1.986   2.8309   0.0151    0.995   0.81    2.77  DATE_IN_FUTURE_12_24
+  1.828   2.6071   0.0113    0.996   0.81    0.28  HTML_BACKHAIR_8
+  1.778   2.5360   0.0113    0.996   0.81    3.00  BAYES_95
+  1.464   2.0900   0.0038    0.998   0.81    3.34  FUZZY_XPILL
+  3.437   4.8942   0.0396    0.992   0.80    1.38  SPF_SOFTFAIL
+  1.446   2.0634   0.0057    0.997   0.80    1.69  FUZZY_VICODIN
+  1.233   1.7620   0.0000    1.000   0.80    3.73  ADVANCE_FEE_4
+  1.947   2.7743   0.0188    0.993   0.79    2.00  BAYES_80
+  1.172   1.6748   0.0000    1.000   0.79    3.70  DRUGS_PAIN_OBFU
+  1.165   1.6651   0.0000    1.000   0.79    0.01  DRUGS_MANYKINDS
+  7.782  11.0908   0.0678    0.994   0.79    0.49  DRUGS_ERECTILE
+  1.182   1.6877   0.0019    0.999   0.79    1.96  SORTED_RECIPS
+  1.136   1.6231   0.0000    1.000   0.79    2.31  X_IP
+  2.237   3.1839   0.0301    0.991   0.79    0.02  RCVD_IN_SORBS_MISC
+  1.144   1.6336   0.0019    0.999   0.78    0.61  SUBJECT_DRUG_GAP_C
+  1.058   1.5116   0.0000    1.000   0.78    3.66  FUZZY_MORTGAGE
+  1.093   1.5609   0.0019    0.999   0.78    1.61  HEAD_ILLEGAL_CHARS
+  1.429   2.0375   0.0113    0.994   0.78    3.34  ADVANCE_FEE_3
+  0.965   1.3783   0.0000    1.000   0.77    3.60  HTML_EXTRA_CLOSE
+  0.975   1.3920   0.0019    0.999   0.77    3.66  FUZZY_GUARANTEE
+  0.946   1.3516   0.0000    1.000   0.76    3.60  SUBJECT_FUZZY_MEDS
+  1.002   1.4300   0.0038    0.997   0.76    3.60  HTML_IMAGE_ONLY_04
+  0.943   1.3468   0.0000    1.000   0.76    3.60  FUZZY_PRESCRIPT
+  4.172   5.9364   0.0584    0.990   0.76    0.50  RAZOR2_CHECK
+  0.924   1.3201   0.0000    1.000   0.76    2.29  RATWARE_RCVD_AT
+  2.459   3.4958   0.0433    0.988   0.76    0.50  HTML_IMAGE_ONLY_16
+  1.135   1.6182   0.0094    0.994   0.76    0.00  DRUGS_MUSCLE
+  0.919   1.3128   0.0000    1.000   0.76    2.19  HELO_DYNAMIC_SPLIT_IP
+ 27.913  39.8423   0.0998    0.998   0.76    2.60  RCVD_IN_DSBL
+  0.909   1.2991   0.0000    1.000   0.75    3.60  RATWARE_EFROM
+  0.948   1.3524   0.0038    0.997   0.75    2.30  PERCENT_RANDOM
+  1.605   2.2815   0.0264    0.989   0.75    1.96  DATE_IN_FUTURE_03_06
+  0.920   1.3145   0.0019    0.999   0.75    0.00  DRUGS_SLEEP
+  2.536   3.6032   0.0471    0.987   0.75    0.03  HTTP_ESCAPED_HOST
+  1.174   1.6715   0.0151    0.991   0.75    1.94  DNS_FROM_RFC_BOGUSMX
+  0.879   1.2555   0.0019    0.999   0.74    2.17  FORGED_MUA_AOL_FROM
+  0.841   1.2013   0.0000    1.000   0.74    2.74  DRUGS_SLEEP_EREC
+  1.449   2.0593   0.0245    0.988   0.74    1.51  DNS_FROM_SECURITYSAGE
+  4.330   6.1570   0.0716    0.989   0.74    0.50  RAZOR2_CF_RANGE_51_100
+  4.914   6.9883   0.0772    0.989   0.74    0.02  RCVD_IN_SORBS_HTTP
+  0.822   1.1739   0.0000    1.000   0.74    3.60  FUZZY_MILLION
+  0.818   1.1690   0.0000    1.000   0.74    3.60  RATWARE_RCVD_PF
+  0.802   1.1456   0.0000    1.000   0.74    2.35  HTTP_77
+  0.921   1.3128   0.0075    0.994   0.74    1.77  HTML_OBFUSCATE_10_20
+  3.478   4.9419   0.0659    0.987   0.74    0.88  URI_NOVOWEL
+  0.851   1.2151   0.0038    0.997   0.73    0.05  REPTO_QUOTE_AOL
+  4.762   6.7702   0.0791    0.988   0.73    1.08  HTML_MIME_NO_HTML_TAG
+  0.797   1.1383   0.0019    0.998   0.73    2.06  FUZZY_REFINANCE
+  0.871   1.2425   0.0057    0.995   0.73    2.04  ONLINE_PHARMACY
+  0.768   1.0971   0.0000    1.000   0.73    3.47  FUZZY_PLEASE
+  0.796   1.1359   0.0038    0.997   0.72    1.79  DAV_NON_HOTMAIL
+  0.914   1.3015   0.0113    0.991   0.72    2.77  RCVD_IN_NJABL_SPAM
+  7.692  10.9486   0.0979    0.991   0.72    2.43  RCVD_IN_WHOIS_BOGONS
+  0.965   1.3718   0.0151    0.989   0.72    0.89  FRONTPAGE
+  2.452   3.4804   0.0546    0.985   0.72    0.04  RCVD_DOUBLE_IP_LOOSE
+  2.642   3.7478   0.0622    0.984   0.72    0.06  HTML_FONT_TINY
+  0.716   1.0228   0.0000    1.000   0.72    3.50  HELO_DYNAMIC_COMCAST
+  1.558   2.2104   0.0377    0.983   0.71    1.00  BAYES_60
+  1.006   1.4292   0.0207    0.986   0.71    2.43  SPF_HELO_SOFTFAIL
+  0.704   1.0066   0.0000    1.000   0.71    3.25  REPTO_QUOTE_MSN
+  1.571   2.2274   0.0396    0.983   0.71    2.70  PRIORITY_NO_NAME
+  1.757   2.4924   0.0433    0.983   0.71    0.45  SUBJECT_EXCESS_BASE64
+ 22.130  31.5662   0.1300    0.996   0.71    2.05  RCVD_IN_SORBS_DUL
+  0.714   1.0188   0.0019    0.998   0.71    2.04  RUDE_HTML
+  0.764   1.0899   0.0057    0.995   0.71    0.27  HTML_TITLE_SUBJ_DIFF
+  1.248   1.7693   0.0320    0.982   0.71    0.19  HTML_FONT_LOW_CONTRAST
+  0.671   0.9582   0.0000    1.000   0.70    3.40  HTML_OBFUSCATE_20_30
+  0.652   0.9315   0.0000    1.000   0.70    3.40  FUZZY_MEDICATION
+ 28.614   0.0622  95.1819    0.001   0.69   -2.60  BAYES_00
+  0.678   0.9671   0.0038    0.996   0.69    0.50  DRUG_ED_CAPS
+  0.690   0.9832   0.0057    0.994   0.69    2.25  FORGED_HOTMAIL_RCVD
+  0.781   1.1109   0.0132    0.988   0.69    2.28  RCVD_FAKE_HELO_DOTCOM
+  0.689   0.9824   0.0057    0.994   0.69    3.10  BAD_ENC_HEADER
+  1.601   2.2678   0.0471    0.980   0.69    1.10  MIME_HTML_MOSTLY
+  0.764   1.0874   0.0113    0.990   0.69    1.76  SUSPICIOUS_RECIPS
+  0.772   1.0971   0.0132    0.988   0.69    3.02  MSGID_SPAM_LETTERS
+  0.601   0.8588   0.0000    1.000   0.69    3.27  FUZZY_OBLIGATION
+  0.629   0.8976   0.0019    0.998   0.69    1.88  INVALID_TZ_EST
+  1.983   2.8091   0.0584    0.980   0.69    1.16  FORGED_HOTMAIL_RCVD2
+  0.572   0.8176   0.0000    1.000   0.68    2.66  SUBJECT_DRUG_GAP_VIC
+  0.788   1.1189   0.0170    0.985   0.68    0.71  MPART_ALT_DIFF_COUNT
+  0.661   0.9420   0.0057    0.994   0.68    3.40  FUZZY_ERECT
+  0.561   0.8022   0.0000    1.000   0.68    2.62  HTML_EHTML2
+  2.198   3.1104   0.0697    0.978   0.68    0.88  HTML_SHORT_LINK_IMG_3
+  0.570   0.8144   0.0019    0.998   0.68    3.20  FUZZY_PRICES
+  0.552   0.7893   0.0000    1.000   0.68    2.56  RATWARE_EGROUPS
+  8.153  11.5933   0.1318    0.989   0.68    1.61  MISSING_MIMEOLE
+  0.652   0.9291   0.0075    0.992   0.68    1.75  FORGED_MUA_IMS
+  0.596   0.8499   0.0038    0.996   0.67    3.20  URI_UNSUBSCRIBE
+  0.550   0.7861   0.0000    1.000   0.67    3.30  INVESTMENT_EXPERT
+  1.568   2.2169   0.0546    0.976   0.67    1.39  ADVANCE_FEE_2
+ 10.642  15.1449   0.1450    0.991   0.67    0.72  RCVD_IN_NJABL_PROXY
+  0.831   1.1763   0.0264    0.978   0.67    0.87  SUBJ_HAS_SPACES
+  0.530   0.7570   0.0000    1.000   0.66    3.20  FUZZY_PHARMACY
+  0.547   0.7796   0.0038    0.995   0.66    0.04  MONEY_BACK
+  0.523   0.7473   0.0000    1.000   0.66    2.62  FORGED_MSGID_HOTMAIL
+  0.563   0.8014   0.0075    0.991   0.66    1.82  MILLION_USD
+  0.518   0.7408   0.0000    1.000   0.66    1.94  FORGED_IMS_HTML
+  0.647   0.9186   0.0132    0.986   0.66    0.63  IMPOTENCE
+ 30.956  44.1605   0.1695    0.996   0.66    2.14  URIBL_WS_SURBL
+  1.311   1.8517   0.0509    0.973   0.66    0.51  HTML_TITLE_UNTITLED
+  0.637   0.9048   0.0132    0.986   0.66    1.45  HTML_OBFUSCATE_05_10
+  0.530   0.7562   0.0019    0.998   0.66    1.85  SUBJECT_FUZZY_VPILL
+  0.517   0.7384   0.0000    1.000   0.66    2.50  FORGED_THEBAT_HTML
+  1.270   1.7935   0.0509    0.972   0.66    2.19  INVALID_MSGID
+  0.516   0.7376   0.0000    1.000   0.65    2.16  FORGED_MUA_THEBAT_BOUN
+  0.616   0.8741   0.0132    0.985   0.65    0.10  SPOOF_OURI
+  0.666   0.9444   0.0170    0.982   0.65    0.42  FUZZY_AMBIEN
+  0.542   0.7715   0.0057    0.993   0.65    0.00  REPTO_QUOTE_IMS
+  1.923   2.7178   0.0716    0.974   0.65    1.82  MISSING_SUBJECT
+  0.682   0.9662   0.0188    0.981   0.65    1.04  INVALID_TZ_GMT
+  0.503   0.7182   0.0000    1.000   0.65    2.40  SUBJECT_DRUG_GAP_X
+  2.982   4.2180   0.0998    0.977   0.65    0.00  DRUGS_PAIN
+  1.335   1.8848   0.0546    0.972   0.65    1.32  UNRESOLVED_TEMPLATE
+  0.707   1.0002   0.0226    0.978   0.65    2.02  DATE_IN_PAST_96_XX
+  0.504   0.7198   0.0019    0.997   0.65    0.04  ALL_NATURAL
+  0.477   0.6819   0.0000    1.000   0.64    1.66  HTML_TITLE_LONG
+  0.464   0.6625   0.0000    1.000   0.64    1.80  FUZZY_PHENT
+  2.200   3.1080   0.0829    0.974   0.64    2.19  INVALID_DATE
+  0.772   1.0899   0.0320    0.971   0.63    1.36  X_MAILER_SPAM
+  0.447   0.6382   0.0000    1.000   0.63    3.00  URI_NO_WWW_BIZ_CGI
+  1.272   1.7927   0.0584    0.968   0.63    1.84  HTML_IMAGE_ONLY_24
+  1.981   2.7953   0.0810    0.972   0.63    1.16  HTML_IMAGE_ONLY_20
+  2.870   4.0548   0.1092    0.974   0.63    0.29  RCVD_ILLEGAL_IP
+  0.429   0.6124   0.0000    1.000   0.63    3.10  FAKE_OUTBLAZE_RCVD
+  0.530   0.7530   0.0113    0.985   0.63    0.00  REPTO_QUOTE_QUALCOMM
+  0.406   0.5801   0.0000    1.000   0.63    2.86  HTML_OBFUSCATE_30_40
+  0.400   0.5712   0.0000    1.000   0.62    2.24  DRUG_DOSAGE
+  0.543   0.7699   0.0151    0.981   0.62    0.74  BODY_ENHANCEMENT2
+  0.488   0.6940   0.0075    0.989   0.62    0.26  SUBJ_BUY
+  0.397   0.5680   0.0000    1.000   0.62    3.10  MALE_ENHANCE
+  0.394   0.5623   0.0000    1.000   0.62    1.08  FUZZY_CREDIT
+  0.392   0.5607   0.0000    1.000   0.62    3.10  MSGID_SHORT
+  0.391   0.5591   0.0000    1.000   0.62    2.62  SUBJECT_DRUG_GAP_VA
+  0.381   0.5445   0.0000    1.000   0.62    2.48  FORGED_MUA_EUDORA
+  0.379   0.5413   0.0000    1.000   0.62    3.10  KOREAN_UCE_SUBJECT
+  0.457   0.6504   0.0075    0.989   0.62    2.45  SPOOF_COM2COM
+  0.745   1.0495   0.0358    0.967   0.62    0.08  BAD_CREDIT
+  4.599   6.5060   0.1545    0.977   0.62    1.85  FORGED_YAHOO_RCVD
+  0.888   1.2482   0.0471    0.964   0.61    0.00  X_MSMAIL_PRIORITY_HIGH
+  0.532   0.7530   0.0170    0.978   0.61    0.00  URI_AFFILIATE
+  4.806   6.7985   0.1601    0.977   0.61    2.01  BIZ_TLD
+  0.371   0.5300   0.0019    0.996   0.61    2.90  UNCLOSED_BRACKET
+ 18.739  26.6946   0.1921    0.993   0.61    1.95  RCVD_IN_NJABL_DUL
+  0.803   1.1278   0.0452    0.961   0.61    0.80  HTML_00_10
+  0.346   0.4944   0.0000    1.000   0.60    2.29  DRUGS_DIET_OBFU
+  0.345   0.4936   0.0000    1.000   0.60    2.53  VIA_GAP_GRA
+  0.358   0.5106   0.0038    0.993   0.60    2.22  FORGED_MUA_OIMO
+  0.337   0.4815   0.0000    1.000   0.60    2.95  MIME_BOUND_DIGITS_15
+  0.348   0.4960   0.0038    0.992   0.59    2.71  CUM_SHOT
+  0.333   0.4759   0.0000    1.000   0.59    2.69  HELO_DYNAMIC_ATTBI
+  0.334   0.4767   0.0019    0.996   0.59    0.51  FUZZY_ROLEX
+  6.590   9.3385   0.1808    0.981   0.59    0.46  HTML_IMAGE_RATIO_02
+  1.035   1.4486   0.0697    0.954   0.59    1.72  SUBJECT_ENCODED_TWICE
+  0.498   0.7021   0.0207    0.971   0.59    0.40  HTML_LINK_PUSH_HERE
+  0.335   0.4767   0.0038    0.992   0.58    1.93  FUZZY_BILLION
+  0.310   0.4427   0.0000    1.000   0.58    2.64  REPTO_OVERQUOTE_THEBAT
+  0.310   0.4427   0.0000    1.000   0.58    3.00  FORGED_MSGID_EXCITE
+  0.305   0.4363   0.0000    1.000   0.58    2.19  FUZZY_CELEBREX
+  0.358   0.5074   0.0094    0.982   0.58    1.53  FROM_BLANK_NAME
+  0.369   0.5227   0.0113    0.979   0.58    1.57  HTML_SHORT_LENGTH
+  0.302   0.4322   0.0000    1.000   0.58    3.00  RATWARE_OE_MALFORMED
+  0.628   0.8806   0.0396    0.957   0.58    2.10  DEAR_SOMETHING
+  0.517   0.7271   0.0264    0.965   0.58    2.31  EMPTY_MESSAGE
+  0.322   0.4581   0.0038    0.992   0.58    2.90  X_PRIORITY_CC
+  0.458   0.6455   0.0207    0.969   0.58    0.35  URG_BIZ
+  0.493   0.6940   0.0245    0.966   0.58    0.00  BANG_GUAR
+  0.296   0.4225   0.0000    1.000   0.58    1.95  MORE_SEX
+  0.331   0.4702   0.0057    0.988   0.57    1.99  DOMAIN_4U2
+  0.347   0.4920   0.0094    0.981   0.57    2.53  FROM_ENDS_IN_NUMS
+  0.345   0.4888   0.0094    0.981   0.57    0.20  RCVD_IN_SORBS_SMTP
+  0.474   0.6665   0.0245    0.965   0.57    0.03  HTML_SHOUTING4
+  0.311   0.4427   0.0038    0.992   0.57    1.68  QUALIFY_FOR_THIS
+  3.590   5.0607   0.1620    0.969   0.57    1.45  DNS_FROM_RFC_WHOIS
+  0.297   0.4241   0.0019    0.996   0.57    2.14  HTML_NONELEMENT_70_80
+  0.305   0.4338   0.0038    0.991   0.57    1.37  UPPERCASE_75_100
+  0.287   0.4096   0.0000    1.000   0.57    2.68  SUBJECT_SEXUAL
+  0.292   0.4169   0.0019    0.996   0.57    1.69  OBFUSCATING_COMMENT
+  0.285   0.4072   0.0000    1.000   0.57    0.01  HTML_NONELEMENT_80_90
+  1.104   1.5439   0.0791    0.951   0.57    0.23  HTML_TAG_BALANCE_BODY
+  5.309   7.5062   0.1865    0.976   0.56    1.46  RCVD_IN_SORBS_WEB
+  0.465   0.6528   0.0264    0.961   0.56    2.15  FROM_HAS_MIXED_NUMS
+  1.458   2.0416   0.0979    0.954   0.56    1.90  HTML_IMAGE_ONLY_28
+  0.366   0.5154   0.0170    0.968   0.56    0.37  UPPERCASE_50_75
+  0.806   1.1254   0.0622    0.948   0.56    0.01  HTML_BACKHAIR_4
+  0.271   0.3870   0.0000    1.000   0.56    1.77  FORGED_IMS_TAGS
+  0.926   1.2926   0.0716    0.948   0.56    1.67  DATE_IN_FUTURE_06_12
+  0.267   0.3821   0.0000    1.000   0.56    2.80  HELO_DYNAMIC_YAHOOBB
+  0.266   0.3805   0.0000    1.000   0.56    2.80  URIBL_PH_SURBL
+  0.292   0.4145   0.0057    0.987   0.56    0.04  BODY_ENHANCEMENT
+  0.265   0.3781   0.0000    1.000   0.56    0.03  HTML_NONELEMENT_90_100
+  0.270   0.3854   0.0019    0.995   0.55    1.45  HTML_TAG_BALANCE_HEAD
+  0.756   1.0551   0.0584    0.948   0.55    0.04  US_DOLLARS_3
+  0.258   0.3692   0.0000    1.000   0.55    2.90  REPLICA_WATCH
+ 13.405  19.0284   0.2938    0.985   0.55    0.00  MIME_HTML_ONLY_MULTI
+  0.326   0.4605   0.0132    0.972   0.55    1.03  TRACKER_ID
+  0.262   0.3732   0.0019    0.995   0.55    0.13  HTML_NONELEMENT_40_50
+  0.343   0.4823   0.0170    0.966   0.55    0.21  X_AUTH_WARN_FAKED
+  0.250   0.3571   0.0000    1.000   0.55    2.80  FUZZY_THOUSANDS
+  1.489   2.0803   0.1092    0.950   0.55    0.22  MIME_BASE64_BLANKS
+  0.614   0.8564   0.0490    0.946   0.55    1.81  BLANK_LINES_70_80
+  0.335   0.4718   0.0170    0.965   0.54    0.27  HTML_COMMENT_SAVED_URL
+  0.283   0.4015   0.0075    0.982   0.54    2.50  FROM_ALL_NUMS
+  0.242   0.3458   0.0000    1.000   0.54    2.03  HTML_OBFUSCATE_50_60
+ 18.114  25.7461   0.3202    0.988   0.54    0.00  MPART_ALT_DIFF
+  0.237   0.3385   0.0000    1.000   0.54    2.18  HTML_SHORT_CENTER
+  0.236   0.3377   0.0000    1.000   0.54    2.80  FUZZY_MONEY
+  0.357   0.4993   0.0245    0.953   0.54    0.15  SUBJECT_NOVOWEL
+  0.233   0.3329   0.0000    1.000   0.54    2.70  MIME_BOUND_RKFINDY
+  0.249   0.3539   0.0038    0.989   0.54    1.57  EM_ROLEX
+  0.289   0.4080   0.0113    0.973   0.54    1.84  URI_SCHEME_MIXED_CASE
+  0.231   0.3304   0.0000    1.000   0.54    1.58  SUBJECT_DRUG_GAP_S
+  2.550   3.5717   0.1676    0.955   0.53    1.14  SPF_FAIL
+  1.305   1.8178   0.1092    0.943   0.53    0.43  X_PRIORITY_HIGH
+  0.223   0.3191   0.0000    1.000   0.53    2.66  FUZZY_REMOVE
+ 16.300  23.1463   0.3372    0.986   0.53    1.56  RCVD_IN_BL_SPAMCOP_NET
+  0.260   0.3676   0.0075    0.980   0.53    2.69  DATE_IN_FUTURE_24_48
+  0.249   0.3531   0.0057    0.984   0.53    0.87  INVALID_TZ_CST
+  0.222   0.3175   0.0000    1.000   0.53    0.07  HTML_NONELEMENT_60_70
+  0.245   0.3482   0.0057    0.984   0.53    1.28  NA_DOLLARS
+  0.224   0.3199   0.0019    0.994   0.53    0.00  HTML_NONELEMENT_50_60
+  0.216   0.3086   0.0000    1.000   0.53    2.70  FUZZY_TRAMADOL
+  0.212   0.3030   0.0000    1.000   0.52    1.58  FORGED_AOL_TAGS
+  0.245   0.3474   0.0075    0.979   0.52    2.40  DATE_IN_FUTURE_96_XX
+  0.322   0.4508   0.0226    0.952   0.52    2.00  GAPPY_SUBJECT
+  0.209   0.2981   0.0000    1.000   0.52    2.00  SUBJECT_FUZZY_CHEAP
+  0.215   0.3062   0.0019    0.994   0.52    2.70  NOT_ADVISOR
+  0.224   0.3183   0.0038    0.988   0.52    2.69  STRONG_BUY
+  0.243   0.3434   0.0075    0.979   0.52    2.14  SUB_HELLO
+  2.297   3.2090   0.1695    0.950   0.52    1.07  SPF_NEUTRAL
+  5.004   7.0279   0.2844    0.961   0.52    0.00  HTML_TEXT_AFTER_HTML
+  0.201   0.2868   0.0000    1.000   0.52    2.70  MIME_BOUND_MANY_HEX
+  1.796   2.5029   0.1488    0.944   0.51    0.00  SPF_HELO_FAIL
+ 11.057  15.6538   0.3390    0.979   0.51    2.17  DCC_CHECK
+  0.198   0.2836   0.0000    1.000   0.51    2.64  HTML_OBFUSCATE_40_50
+  0.198   0.2836   0.0000    1.000   0.51    2.67  FUZZY_SOFTWARE
+  0.415   0.5760   0.0396    0.936   0.51    0.09  HTML_FONT_SIZE_TINY
+  0.196   0.2795   0.0000    1.000   0.51    1.68  HTML_BADTAG_60_70
+  0.193   0.2755   0.0000    1.000   0.51    2.70  FAKE_HELO_MAIL_COM_DOM
+  0.189   0.2706   0.0000    1.000   0.51    2.52  HTML_MISSING_CTYPE
+  0.189   0.2706   0.0000    1.000   0.51    1.81  DRUG_ED_GENERIC
+  0.188   0.2682   0.0000    1.000   0.51    2.24  X_MIME_AUTOCONVERTED
+  0.196   0.2795   0.0019    0.993   0.51    1.90  HTML_TAG_EXIST_MARQUEE
+  0.996   1.3775   0.1055    0.929   0.51    1.05  HTML_IMAGE_ONLY_32
+  0.184   0.2634   0.0000    1.000   0.51    1.77  FUZZY_OFFERS
+  0.193   0.2755   0.0019    0.993   0.51    1.30  FROM_LOCAL_HEX
+  0.212   0.3005   0.0057    0.982   0.51    2.53  SUBJECT_FUZZY_PENIS
+  1.160   1.6085   0.1149    0.933   0.50    0.78  MANY_EXCLAMATIONS
+  0.181   0.2593   0.0000    1.000   0.50    0.12  HTML_BADTAG_30_40
+  0.308   0.4282   0.0264    0.942   0.50    1.63  DEAR_FRIEND
+  0.214   0.3022   0.0075    0.976   0.50    0.00  SPOOF_COM2OTH
+  0.177   0.2529   0.0000    1.000   0.50    1.78  FORGED_QUALCOMM_TAGS
+  0.184   0.2618   0.0019    0.993   0.50    0.99  PRICES_ARE_AFFORDABLE
+  0.176   0.2513   0.0000    1.000   0.50    2.50  RATWARE_HASH_2_V2
+  0.252   0.3531   0.0170    0.954   0.50    0.00  HTML_BADTAG_20_30
+  0.204   0.2876   0.0075    0.974   0.50    1.24  HTML_FONT_SIZE_LARGE
+  0.173   0.2472   0.0000    1.000   0.49    2.60  HELO_DYNAMIC_DIALIN
+  1.542   2.1377   0.1545    0.933   0.49    1.00  SUBJ_ALL_CAPS
+ 18.160  25.7703   0.4163    0.984   0.49    1.50  RCVD_NUMERIC_HELO
+  0.172   0.2464   0.0000    1.000   0.49    2.70  DRUG_ED_ONLINE
+  0.169   0.2416   0.0000    1.000   0.49    0.00  FUZZY_VIOXX
+ 22.415  31.8425   0.4370    0.986   0.49    1.64  URIBL_SBL
+  0.181   0.2569   0.0057    0.978   0.49    1.54  SPOOF_NET2COM
+  0.581   0.7990   0.0716    0.918   0.49    0.38  MAILTO_TO_REMOVE
+  0.167   0.2383   0.0000    1.000   0.49    2.60  URI_UPPER_LOWER
+  0.226   0.3159   0.0151    0.954   0.48    0.33  HTML_EMBEDS
+  0.180   0.2545   0.0057    0.978   0.48    1.66  ROUND_THE_WORLD_LOCAL
+  0.325   0.4492   0.0358    0.926   0.48    0.00  SEE_FOR_YOURSELF
+  0.165   0.2351   0.0000    1.000   0.48    0.99  HTML_BADTAG_50_60
+  0.161   0.2303   0.0000    1.000   0.48    2.60  MSGID_OUTLOOK_INVALID
+  0.159   0.2278   0.0000    1.000   0.48    2.51  FAKE_HELO_MSN
+  0.799   1.0987   0.0998    0.917   0.48    0.19  SUBJ_HAS_UNIQ_ID
+  0.162   0.2303   0.0019    0.992   0.47    0.64  HTML_ATTR_UNIQUE
+  0.157   0.2238   0.0000    1.000   0.47    2.60  X_MESSAGE_FLAG_ODD
+  0.157   0.2238   0.0000    1.000   0.47    2.04  FORGED_MSGID_MSN
+  0.161   0.2294   0.0019    0.992   0.47    2.30  DISGUISE_PORN_MUNDANE
+  0.166   0.0016   0.5481    0.003   0.47   -2.20  RCVD_IN_IADB_VOUCHED
+  0.154   0.2206   0.0000    1.000   0.47    2.11  RATWARE_HASH_2
+  2.246   3.1225   0.2034    0.939   0.47    0.28  MIME_BOUND_NEXTPART
+  0.147   0.2101   0.0000    1.000   0.47    2.25  MSGID_SPAM_ALPHA_NUM
+  0.155   0.2214   0.0019    0.992   0.47    2.06  HG_HORMONE
+  0.161   0.0016   0.5330    0.003   0.47   -4.30  RCVD_IN_BSP_TRUSTED
+ 13.930  19.7071   0.4615    0.977   0.47    1.71  DNS_FROM_RFC_POST
+  0.789   1.0826   0.1036    0.913   0.47    0.00  NO_RDNS_DOTCOM_HELO
+  0.149   0.2125   0.0019    0.991   0.46    0.22  FUZZY_FOLLOW
+  0.145   0.2068   0.0000    1.000   0.46    2.40  UNCLAIMED_MONEY
+  0.147   0.2092   0.0019    0.991   0.46    2.40  X_LIBRARY
+  8.031  11.2936   0.4257    0.964   0.46    1.27  INFO_TLD
+  0.163   0.2303   0.0075    0.968   0.46    0.01  HTML_NONELEMENT_30_40
+  0.139   0.1979   0.0000    1.000   0.46    2.40  HTTPS_IP_MISMATCH
+  0.149   0.2109   0.0038    0.982   0.46    1.57  ONE_TIME
+  4.761   6.6458   0.3673    0.948   0.46    0.12  HTML_TEXT_AFTER_BODY
+  0.137   0.1963   0.0000    1.000   0.46    2.36  MSGID_RATWARE1
+  0.378   0.5171   0.0546    0.904   0.46    0.05  HTML_BADTAG_10_20
+  0.167   0.2351   0.0094    0.961   0.46    0.71  URI_OFFERS
+  0.135   0.1923   0.0000    1.000   0.45    1.40  HTML_BADTAG_90_100
+  0.139   0.1979   0.0019    0.991   0.45    0.00  HTML_BADTAG_40_50
+  1.976   2.7412   0.1921    0.935   0.45    1.35  HTML_10_20
+  0.130   0.1858   0.0000    1.000   0.45    2.37  FAKE_HELO_MAIL_COM
+  0.141   0.2004   0.0038    0.982   0.45    0.11  RATWARE_MPOP_WEBMAIL
+  0.129   0.1842   0.0000    1.000   0.45    1.33  SUBJECT_DIET
+  0.134   0.1907   0.0019    0.990   0.45    2.10  FROM_DOMAIN_NOVOWEL

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