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From j.@apache.org
Subject svn commit: r511540 [3/5] - in /spamassassin/trunk/rules: 50_scores.cf STATISTICS-set0.txt STATISTICS-set1.txt STATISTICS-set2.txt STATISTICS-set3.txt
Date Sun, 25 Feb 2007 16:27:03 GMT
Modified: spamassassin/trunk/rules/STATISTICS-set1.txt
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rules/STATISTICS-set1.txt?view=diff&rev=511540&r1=511539&r2=511540
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set1.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set1.txt Sun Feb 25 08:27:03 2007
@@ -3,160 +3,160 @@
 Classification success on test corpora, at default threshold:
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  53084  99.95%
-# Correctly spam:     118696  96.27%
-# False positives:        28  0.05%
-# False negatives:      4594  3.73%
-# TCR(l=50): 20.568902  SpamRecall: 96.274%  SpamPrec: 99.976%
+# Correctly non-spam:  67391  99.76%
+# Correctly spam:     114172  95.88%
+# False positives:       159  0.24%
+# False negatives:      4911  4.12%
+# TCR(l=50): 9.259233  SpamRecall: 95.876%  SpamPrec: 99.861%
 
 Results on test corpora at various alternative thresholds:
 
 # SUMMARY for threshold -4.0:
-# Correctly non-spam:    279  0.53%
-# Correctly spam:     123290  100.00%
-# False positives:     52833  99.47%
-# False negatives:         0  0.00%
-# TCR(l=50): 0.046672  SpamRecall: 100.000%  SpamPrec: 70.002%
+# Correctly non-spam:    337  0.50%
+# Correctly spam:     119082  100.00%
+# False positives:     67213  99.50%
+# False negatives:         1  0.00%
+# TCR(l=50): 0.035435  SpamRecall: 99.999%  SpamPrec: 63.921%
 
 # SUMMARY for threshold -3.0:
-# Correctly non-spam:    295  0.56%
-# Correctly spam:     123290  100.00%
-# False positives:     52817  99.44%
-# False negatives:         0  0.00%
-# TCR(l=50): 0.046686  SpamRecall: 100.000%  SpamPrec: 70.009%
+# Correctly non-spam:    400  0.59%
+# Correctly spam:     119082  100.00%
+# False positives:     67150  99.41%
+# False negatives:         1  0.00%
+# TCR(l=50): 0.035468  SpamRecall: 99.999%  SpamPrec: 63.943%
 
 # SUMMARY for threshold -2.0:
-# Correctly non-spam:    454  0.85%
-# Correctly spam:     123290  100.00%
-# False positives:     52658  99.15%
-# False negatives:         0  0.00%
-# TCR(l=50): 0.046827  SpamRecall: 100.000%  SpamPrec: 70.072%
+# Correctly non-spam:    501  0.74%
+# Correctly spam:     119082  100.00%
+# False positives:     67049  99.26%
+# False negatives:         1  0.00%
+# TCR(l=50): 0.035521  SpamRecall: 99.999%  SpamPrec: 63.978%
 
 # SUMMARY for threshold -1.0:
-# Correctly non-spam:    689  1.30%
-# Correctly spam:     123290  100.00%
-# False positives:     52423  98.70%
-# False negatives:         0  0.00%
-# TCR(l=50): 0.047037  SpamRecall: 100.000%  SpamPrec: 70.166%
-
-# SUMMARY for threshold 5.0:
-# Correctly non-spam:  53084  99.95%
-# Correctly spam:     118696  96.27%
-# False positives:        28  0.05%
-# False negatives:      4594  3.73%
-# TCR(l=50): 20.568902  SpamRecall: 96.274%  SpamPrec: 99.976%
+# Correctly non-spam:    925  1.37%
+# Correctly spam:     119082  100.00%
+# False positives:     66625  98.63%
+# False negatives:         1  0.00%
+# TCR(l=50): 0.035747  SpamRecall: 99.999%  SpamPrec: 64.124%
+
+# SUMMARY for threshold 0.0:
+# Correctly non-spam:  13313  19.71%
+# Correctly spam:     118974  99.91%
+# False positives:     54237  80.29%
+# False negatives:       109  0.09%
+# TCR(l=50): 0.043910  SpamRecall: 99.908%  SpamPrec: 68.687%
 
 # SUMMARY for threshold 1.0:
-# Correctly non-spam:  50056  94.25%
-# Correctly spam:     122516  99.37%
-# False positives:      3056  5.75%
-# False negatives:       774  0.63%
-# TCR(l=50): 0.802805  SpamRecall: 99.372%  SpamPrec: 97.566%
+# Correctly non-spam:  55059  81.51%
+# Correctly spam:     118365  99.40%
+# False positives:     12491  18.49%
+# False negatives:       718  0.60%
+# TCR(l=50): 0.190451  SpamRecall: 99.397%  SpamPrec: 90.454%
 
 # SUMMARY for threshold 2.0:
-# Correctly non-spam:  52302  98.47%
-# Correctly spam:     122011  98.96%
-# False positives:       810  1.53%
-# False negatives:      1279  1.04%
-# TCR(l=50): 2.951004  SpamRecall: 98.963%  SpamPrec: 99.341%
+# Correctly non-spam:  61243  90.66%
+# Correctly spam:     117911  99.02%
+# False positives:      6307  9.34%
+# False negatives:      1172  0.98%
+# TCR(l=50): 0.376223  SpamRecall: 99.016%  SpamPrec: 94.923%
 
 # SUMMARY for threshold 3.0:
-# Correctly non-spam:  52885  99.57%
-# Correctly spam:     120996  98.14%
-# False positives:       227  0.43%
-# False negatives:      2294  1.86%
-# TCR(l=50): 9.036206  SpamRecall: 98.139%  SpamPrec: 99.813%
+# Correctly non-spam:  66055  97.79%
+# Correctly spam:     116925  98.19%
+# False positives:      1495  2.21%
+# False negatives:      2158  1.81%
+# TCR(l=50): 1.548382  SpamRecall: 98.188%  SpamPrec: 98.738%
 
 # SUMMARY for threshold 4.0:
-# Correctly non-spam:  53043  99.87%
-# Correctly spam:     120063  97.38%
-# False positives:        69  0.13%
-# False negatives:      3227  2.62%
-# TCR(l=50): 18.464879  SpamRecall: 97.383%  SpamPrec: 99.943%
+# Correctly non-spam:  66987  99.17%
+# Correctly spam:     115751  97.20%
+# False positives:       563  0.83%
+# False negatives:      3332  2.80%
+# TCR(l=50): 3.782574  SpamRecall: 97.202%  SpamPrec: 99.516%
 
 # SUMMARY for threshold 4.5:
-# Correctly non-spam:  53062  99.91%
-# Correctly spam:     119320  96.78%
-# False positives:        50  0.09%
-# False negatives:      3970  3.22%
-# TCR(l=50): 19.055641  SpamRecall: 96.780%  SpamPrec: 99.958%
+# Correctly non-spam:  67223  99.52%
+# Correctly spam:     115105  96.66%
+# False positives:       327  0.48%
+# False negatives:      3978  3.34%
+# TCR(l=50): 5.858078  SpamRecall: 96.659%  SpamPrec: 99.717%
 
 # SUMMARY for threshold 5.5:
-# Correctly non-spam:  53090  99.96%
-# Correctly spam:     117910  95.64%
-# False positives:        22  0.04%
-# False negatives:      5380  4.36%
-# TCR(l=50): 19.026235  SpamRecall: 95.636%  SpamPrec: 99.981%
+# Correctly non-spam:  67461  99.87%
+# Correctly spam:     113149  95.02%
+# False positives:        89  0.13%
+# False negatives:      5934  4.98%
+# TCR(l=50): 11.467931  SpamRecall: 95.017%  SpamPrec: 99.921%
 
 # SUMMARY for threshold 6.0:
-# Correctly non-spam:  53097  99.97%
-# Correctly spam:     116927  94.84%
-# False positives:        15  0.03%
-# False negatives:      6363  5.16%
-# TCR(l=50): 17.333052  SpamRecall: 94.839%  SpamPrec: 99.987%
+# Correctly non-spam:  67496  99.92%
+# Correctly spam:     112065  94.11%
+# False positives:        54  0.08%
+# False negatives:      7018  5.89%
+# TCR(l=50): 12.253859  SpamRecall: 94.107%  SpamPrec: 99.952%
 
 # SUMMARY for threshold 6.5:
-# Correctly non-spam:  53100  99.98%
-# Correctly spam:     116037  94.12%
-# False positives:        12  0.02%
-# False negatives:      7253  5.88%
-# TCR(l=50): 15.699733  SpamRecall: 94.117%  SpamPrec: 99.990%
+# Correctly non-spam:  67515  99.95%
+# Correctly spam:     111146  93.33%
+# False positives:        35  0.05%
+# False negatives:      7937  6.67%
+# TCR(l=50): 12.293073  SpamRecall: 93.335%  SpamPrec: 99.969%
 
 # SUMMARY for threshold 7.0:
-# Correctly non-spam:  53102  99.98%
-# Correctly spam:     115198  93.44%
-# False positives:        10  0.02%
-# False negatives:      8092  6.56%
-# TCR(l=50): 14.349395  SpamRecall: 93.437%  SpamPrec: 99.991%
+# Correctly non-spam:  67525  99.96%
+# Correctly spam:     110151  92.50%
+# False positives:        25  0.04%
+# False negatives:      8932  7.50%
+# TCR(l=50): 11.695443  SpamRecall: 92.499%  SpamPrec: 99.977%
 
 # SUMMARY for threshold 8.0:
-# Correctly non-spam:  53108  99.99%
-# Correctly spam:     113043  91.69%
-# False positives:         4  0.01%
-# False negatives:     10247  8.31%
-# TCR(l=50): 11.801474  SpamRecall: 91.689%  SpamPrec: 99.996%
+# Correctly non-spam:  67543  99.99%
+# Correctly spam:     107322  90.12%
+# False positives:         7  0.01%
+# False negatives:     11761  9.88%
+# TCR(l=50): 9.832631  SpamRecall: 90.124%  SpamPrec: 99.993%
 
 # SUMMARY for threshold 9.0:
-# Correctly non-spam:  53111  100.00%
-# Correctly spam:     110631  89.73%
-# False positives:         1  0.00%
-# False negatives:     12659  10.27%
-# TCR(l=50): 9.700999  SpamRecall: 89.732%  SpamPrec: 99.999%
+# Correctly non-spam:  67547  100.00%
+# Correctly spam:     104306  87.59%
+# False positives:         3  0.00%
+# False negatives:     14777  12.41%
+# TCR(l=50): 7.977691  SpamRecall: 87.591%  SpamPrec: 99.997%
 
 # SUMMARY for threshold 10.0:
-# Correctly non-spam:  53111  100.00%
-# Correctly spam:     107717  87.37%
-# False positives:         1  0.00%
-# False negatives:     15573  12.63%
-# TCR(l=50): 7.891570  SpamRecall: 87.369%  SpamPrec: 99.999%
+# Correctly non-spam:  67548  100.00%
+# Correctly spam:     101336  85.10%
+# False positives:         2  0.00%
+# False negatives:     17747  14.90%
+# TCR(l=50): 6.672438  SpamRecall: 85.097%  SpamPrec: 99.998%
 
 # SUMMARY for threshold 12.0:
-# Correctly non-spam:  53112  100.00%
-# Correctly spam:     100729  81.70%
+# Correctly non-spam:  67550  100.00%
+# Correctly spam:      94539  79.39%
 # False positives:         0  0.00%
-# False negatives:     22561  18.30%
-# TCR(l=50): 5.464740  SpamRecall: 81.701%  SpamPrec: 100.000%
+# False negatives:     24544  20.61%
+# TCR(l=50): 4.851817  SpamRecall: 79.389%  SpamPrec: 100.000%
 
 # SUMMARY for threshold 15.0:
-# Correctly non-spam:  53112  100.00%
-# Correctly spam:      87908  71.30%
+# Correctly non-spam:  67550  100.00%
+# Correctly spam:      84279  70.77%
 # False positives:         0  0.00%
-# False negatives:     35382  28.70%
-# TCR(l=50): 3.484540  SpamRecall: 71.302%  SpamPrec: 100.000%
+# False negatives:     34804  29.23%
+# TCR(l=50): 3.421532  SpamRecall: 70.773%  SpamPrec: 100.000%
 
 # SUMMARY for threshold 17.0:
-# Correctly non-spam:  53112  100.00%
-# Correctly spam:      78551  63.71%
+# Correctly non-spam:  67550  100.00%
+# Correctly spam:      77403  65.00%
 # False positives:         0  0.00%
-# False negatives:     44739  36.29%
-# TCR(l=50): 2.755761  SpamRecall: 63.712%  SpamPrec: 100.000%
+# False negatives:     41680  35.00%
+# TCR(l=50): 2.857078  SpamRecall: 64.999%  SpamPrec: 100.000%
 
 # SUMMARY for threshold 20.0:
-# Correctly non-spam:  53112  100.00%
-# Correctly spam:      64583  52.38%
+# Correctly non-spam:  67550  100.00%
+# Correctly spam:      67289  56.51%
 # False positives:         0  0.00%
-# False negatives:     58707  47.62%
-# TCR(l=50): 2.100090  SpamRecall: 52.383%  SpamPrec: 100.000%
+# False negatives:     51794  43.49%
+# TCR(l=50): 2.299166  SpamRecall: 56.506%  SpamPrec: 100.000%
 
 
 Test hit frequencies, for spam and ham corpora:
@@ -164,781 +164,951 @@
 each test, where 0.0 = hits only non-spam and 1.0 = hits only spam,
 and the 'score' field should be ignored.)
 
-OVERALL%   SPAM%     HAM%     S/O    RANK   SCORE  NAME
- 176402   123290    53112    0.699   0.00    0.00  (all messages)
-100.000  69.8915  30.1085    0.699   0.00    0.00  (all messages as %)
- 17.858  25.5495   0.0019    1.000   1.00    3.60  URIBL_SC_SURBL
- 10.679  15.2794   0.0000    1.000   0.99    3.60  MIME_BOUND_DD_DIGITS
- 13.709  19.6131   0.0038    1.000   0.99    3.20  RCVD_HELO_IP_MISMATCH
- 34.349  49.1410   0.0113    1.000   0.99    3.36  URIBL_JP_SURBL
- 17.579  25.1480   0.0075    1.000   0.98    3.11  RCVD_IN_XBL
-  7.739  11.0723   0.0000    1.000   0.98    3.36  SUBJ_ILLEGAL_CHARS
-  9.889  14.1471   0.0038    1.000   0.98    3.31  URIBL_AB_SURBL
-  5.563   7.9593   0.0000    1.000   0.96    2.51  FORGED_OUTLOOK_HTML
-  5.436   7.7784   0.0000    1.000   0.96    3.52  MSGID_SPAM_CAPS
-  5.017   7.1782   0.0000    1.000   0.96    3.46  RCVD_DOUBLE_IP_SPAM
-  7.006  10.0219   0.0056    0.999   0.96    3.36  HELO_DYNAMIC_IPADDR
-  4.837   6.9203   0.0000    1.000   0.95    3.52  X_MESSAGE_INFO
-  4.460   6.3801   0.0038    0.999   0.94    1.86  RATWARE_OUTLOOK_NONAME
-  4.165   5.9599   0.0000    1.000   0.93    3.36  FORGED_MUA_OUTLOOK
-  4.218   6.0337   0.0019    1.000   0.93    2.17  MSGID_RANDY
-  6.395   9.1443   0.0132    0.999   0.93    0.28  HTML_SHORT_LINK_IMG_1
-  4.491   6.4223   0.0075    0.999   0.93    2.18  REPTO_QUOTE_YAHOO
-  4.391   6.2795   0.0075    0.999   0.92    2.83  PYZOR_CHECK
- 60.590  86.6761   0.0358    1.000   0.92    0.00  BAYES_99
-  4.159   5.9478   0.0056    0.999   0.92    2.96  LONGWORDS
-  3.621   5.1797   0.0038    0.999   0.92    2.05  DRUGS_ERECTILE_OBFU
-  5.784   8.2675   0.0188    0.998   0.91    2.71  RCVD_IN_SBL
-  3.154   4.5129   0.0000    1.000   0.91    3.36  MIME_BAD_ISO_CHARSET
- 36.313  51.9393   0.0377    0.999   0.91    2.62  URIBL_OB_SURBL
-  3.021   4.3223   0.0000    1.000   0.91    2.66  HELO_DYNAMIC_DHCP
-  3.343   4.7814   0.0038    0.999   0.91    2.37  FORGED_OUTLOOK_TAGS
-  4.353   6.2219   0.0132    0.998   0.90    2.44  HTML_IMAGE_ONLY_08
-  3.977   5.6866   0.0094    0.998   0.90    1.82  RCVD_IN_SORBS_SOCKS
-  2.644   3.7830   0.0000    1.000   0.90    3.28  HELO_DYNAMIC_HCC
-  2.737   3.9160   0.0019    1.000   0.90    1.82  DATE_SPAMWARE_Y2K
-  2.611   3.7359   0.0000    1.000   0.90    3.09  RATWARE_ZERO_TZ
-  4.529   6.4725   0.0188    0.997   0.90    1.38  RATWARE_MS_HASH
-  2.895   4.1390   0.0056    0.999   0.89    3.21  HELO_DYNAMIC_IPADDR2
-  2.488   3.5599   0.0000    1.000   0.89    3.24  URI_NO_WWW_INFO_CGI
-  2.553   3.6524   0.0019    0.999   0.89    3.28  RATWARE_NAME_ID
-  2.658   3.8008   0.0056    0.999   0.89    2.16  MSGID_DOLLARS
-  2.327   3.3295   0.0000    1.000   0.88    3.28  FROM_ILLEGAL_CHARS
-  2.235   3.1982   0.0000    1.000   0.88    1.27  MSGID_YAHOO_CAPS
-  2.488   3.5583   0.0038    0.999   0.88    2.15  REMOVE_BEFORE_LINK
-  3.016   4.3110   0.0113    0.997   0.88    2.87  DNS_FROM_RFC_DSN
-  2.442   3.4926   0.0038    0.999   0.88    2.89  NO_PRESCRIPTION
-  5.580   7.9698   0.0320    0.996   0.88    2.33  FROM_LOCAL_NOVOWEL
-  3.167   4.5251   0.0151    0.997   0.87    0.95  HTML_SHORT_LINK_IMG_2
-  2.094   2.9954   0.0000    1.000   0.87    3.20  MSGID_DOLLARS_RANDOM
-  2.655   3.7943   0.0113    0.997   0.87    0.05  DRUGS_ANXIETY
-  9.334  13.3360   0.0452    0.997   0.86    2.15  RCVD_IN_WHOIS_INVALID
-  2.067   2.9573   0.0019    0.999   0.86    0.10  DRUGS_ANXIETY_EREC
-  2.025   2.8980   0.0000    1.000   0.86    3.12  HEADER_SPAM
-  2.689   3.8405   0.0151    0.996   0.86    1.15  HTTP_EXCESSIVE_ESCAPES
-  2.070   2.9605   0.0038    0.999   0.86    2.96  INVESTMENT_ADVICE
-  2.042   2.9208   0.0019    0.999   0.86    1.43  HTML_TINY_FONT
-  3.115   4.4480   0.0207    0.995   0.85    0.23  DIGEST_MULTIPLE
-  1.913   2.7358   0.0019    0.999   0.85    0.73  FUZZY_VPILL
-  1.998   2.8559   0.0056    0.998   0.85    0.61  FUZZY_VLIUM
-  1.711   2.4479   0.0000    1.000   0.84    3.16  FORGED_MSGID_YAHOO
-  3.521   5.0255   0.0282    0.994   0.84    1.64  HTML_IMAGE_ONLY_12
-  1.881   2.6896   0.0038    0.999   0.84    0.53  INTERRUPTUS
-  1.582   2.2630   0.0000    1.000   0.83    1.38  MSGID_MULTIPLE_AT
-  2.175   3.1049   0.0151    0.995   0.83    1.34  UNIQUE_WORDS
-  1.899   2.7139   0.0075    0.997   0.83    0.88  FUZZY_CPILL
-  1.442   2.0626   0.0000    1.000   0.82    0.00  DRUGS_ANXIETY_OBFU
-  1.431   2.0472   0.0000    1.000   0.82    1.59  FUZZY_VICODIN
-  3.480   4.9631   0.0358    0.993   0.82    1.47  SPF_SOFTFAIL
-  1.844   2.6328   0.0132    0.995   0.81    0.13  HTML_BACKHAIR_8
-  4.355   6.2114   0.0471    0.992   0.81    0.50  RAZOR2_CF_RANGE_51_100
-  1.825   2.6052   0.0132    0.995   0.81    2.60  NO_DNS_FOR_FROM
-  4.210   6.0029   0.0471    0.992   0.81    0.50  RAZOR2_CHECK
-  1.673   2.3887   0.0113    0.995   0.81    0.99  DRUGS_DIET
-  7.940  11.3294   0.0734    0.994   0.80    0.10  DRUGS_ERECTILE
-  1.758   2.5095   0.0151    0.994   0.80    0.00  BAYES_95
-  1.247   1.7828   0.0019    0.999   0.80    3.04  ADVANCE_FEE_4
- 21.953  31.3724   0.0885    0.997   0.80    1.99  RCVD_IN_SORBS_DUL
-  3.937   5.6128   0.0471    0.992   0.80    1.52  MIME_BASE64_TEXT
-  1.433   2.0464   0.0075    0.996   0.80    1.76  ADVANCE_FEE_3
-  1.112   1.5914   0.0000    1.000   0.79    2.96  DRUGS_PAIN_OBFU
-  1.166   1.6668   0.0019    0.999   0.79    0.02  DRUGS_MANYKINDS
-  1.501   2.1421   0.0113    0.995   0.79    2.64  FUZZY_XPILL
-  2.241   3.1933   0.0301    0.991   0.79    0.00  RCVD_IN_SORBS_MISC
-  1.169   1.6717   0.0038    0.998   0.79    1.85  X_IP
-  1.229   1.7560   0.0056    0.997   0.79    1.53  SORTED_RECIPS
-  1.040   1.4875   0.0000    1.000   0.79    2.96  FUZZY_MORTGAGE
-  1.039   1.4867   0.0000    1.000   0.79    1.44  PERCENT_RANDOM
-  1.906   2.7155   0.0264    0.990   0.78    2.32  DATE_IN_FUTURE_12_24
-  1.961   2.7942   0.0282    0.990   0.78    0.00  BAYES_80
-  1.024   1.4648   0.0019    0.999   0.78    1.52  HEAD_ILLEGAL_CHARS
-  1.166   1.6652   0.0075    0.995   0.78    1.03  SUBJECT_DRUG_GAP_C
-  1.008   1.4413   0.0019    0.999   0.77    2.70  HTML_EXTRA_CLOSE
-  0.946   1.3537   0.0000    1.000   0.77    1.03  FORGED_MUA_AOL_FROM
-  0.988   1.4129   0.0019    0.999   0.77    2.87  SUBJECT_FUZZY_MEDS
-  1.024   1.4632   0.0038    0.997   0.77    2.96  FUZZY_GUARANTEE
-  3.369   4.7968   0.0546    0.989   0.77    1.00  URI_NOVOWEL
-  0.934   1.3359   0.0000    1.000   0.77    2.88  FUZZY_PRESCRIPT
-  0.961   1.3740   0.0019    0.999   0.77    2.88  HTML_IMAGE_ONLY_04
-  0.928   1.3278   0.0000    1.000   0.77    2.88  RATWARE_EFROM
-  2.550   3.6288   0.0471    0.987   0.76    0.03  HTTP_ESCAPED_HOST
-  1.237   1.7633   0.0151    0.992   0.76    0.77  HTML_FONT_LOW_CONTRAST
- 28.012  40.0276   0.1186    0.997   0.76    1.80  RCVD_IN_DSBL
-  1.128   1.6076   0.0132    0.992   0.76    0.03  DRUGS_MUSCLE
-  7.545  10.7519   0.0998    0.991   0.76    1.81  RCVD_IN_WHOIS_BOGONS
-  2.414   3.4334   0.0471    0.986   0.76    0.63  HTML_IMAGE_ONLY_16
-  0.897   1.2840   0.0000    1.000   0.76    2.59  RATWARE_RCVD_AT
-  0.922   1.3180   0.0038    0.997   0.75    2.10  ONLINE_PHARMACY
-  1.162   1.6563   0.0151    0.991   0.75    2.03  DNS_FROM_RFC_BOGUSMX
-  1.627   2.3149   0.0301    0.987   0.75    2.01  DATE_IN_FUTURE_03_06
-  0.916   1.3091   0.0038    0.997   0.75    0.01  REPTO_QUOTE_AOL
-  0.846   1.2102   0.0000    1.000   0.75    2.88  FUZZY_MILLION
- 28.724   0.0576  95.2685    0.001   0.75    0.00  BAYES_00
-  0.830   1.1883   0.0000    1.000   0.75    2.66  DRUGS_SLEEP_EREC
-  0.913   1.3042   0.0056    0.996   0.74    2.88  HELO_DYNAMIC_SPLIT_IP
-  2.416   3.4342   0.0527    0.985   0.74    0.00  RCVD_DOUBLE_IP_LOOSE
-  2.613   3.7124   0.0603    0.984   0.74    0.02  HTML_FONT_TINY
-  1.404   1.9977   0.0264    0.987   0.74    2.00  DNS_FROM_SECURITYSAGE
-  0.793   1.1339   0.0000    1.000   0.74    2.88  RATWARE_RCVD_PF
-  0.798   1.1404   0.0019    0.998   0.74    2.78  FUZZY_PLEASE
-  0.909   1.2969   0.0075    0.994   0.74    0.03  DRUGS_SLEEP
-  0.948   1.3513   0.0113    0.992   0.74    1.40  HTML_OBFUSCATE_10_20
-  1.724   2.4503   0.0377    0.985   0.74    0.06  SUBJECT_EXCESS_BASE64
-  0.776   1.1104   0.0000    1.000   0.74    2.80  REPTO_QUOTE_MSN
-  0.918   1.3099   0.0094    0.993   0.74    1.91  RCVD_IN_NJABL_SPAM
-  2.247   3.1917   0.0527    0.984   0.73    0.52  HTML_SHORT_LINK_IMG_3
- 18.614  26.5723   0.1412    0.995   0.73    1.71  RCVD_IN_NJABL_DUL
-  0.769   1.0998   0.0000    1.000   0.73    2.66  HTTP_77
-  1.564   2.2224   0.0358    0.984   0.73    2.15  PRIORITY_NO_NAME
-  0.804   1.1485   0.0056    0.995   0.73    1.51  FUZZY_REFINANCE
-  0.768   1.0974   0.0019    0.998   0.72    0.55  HTML_TITLE_SUBJ_DIFF
-  5.054   7.1863   0.1054    0.986   0.72    0.00  RCVD_IN_SORBS_HTTP
-  1.007   1.4324   0.0188    0.987   0.72    0.81  FRONTPAGE
-  0.771   1.1015   0.0038    0.997   0.72    2.35  MSGID_SPAM_LETTERS
-  0.697   0.9968   0.0000    1.000   0.72    2.80  HELO_DYNAMIC_COMCAST
-  0.761   1.0877   0.0038    0.997   0.72    1.03  DAV_NON_HOTMAIL
-  1.527   2.1672   0.0414    0.981   0.72    0.00  BAYES_60
-  1.032   1.4665   0.0245    0.984   0.71    2.08  SPF_HELO_SOFTFAIL
-  4.880   6.9365   0.1073    0.985   0.71    0.51  HTML_MIME_NO_HTML_TAG
-  0.679   0.9709   0.0000    1.000   0.71    2.72  HTML_OBFUSCATE_20_30
-  0.649   0.9279   0.0000    1.000   0.70    0.74  INVALID_TZ_EST
-  1.288   1.8266   0.0377    0.980   0.70    0.06  HTML_TITLE_UNTITLED
-  0.750   1.0698   0.0075    0.993   0.70    0.85  SUSPICIOUS_RECIPS
-  0.612   0.8760   0.0000    1.000   0.70    2.72  FUZZY_MEDICATION
-  0.669   0.9555   0.0038    0.996   0.70    2.64  FUZZY_ERECT
-  0.798   1.1347   0.0151    0.987   0.70    1.65  RCVD_FAKE_HELO_DOTCOM
-  0.859   1.2215   0.0188    0.985   0.70    0.65  SUBJ_HAS_SPACES
-  0.614   0.8776   0.0019    0.998   0.70    1.20  FORGED_MUA_IMS
-  2.075   2.9394   0.0678    0.977   0.70    0.55  FORGED_HOTMAIL_RCVD2
-  2.074   2.9378   0.0678    0.977   0.69    0.64  HTML_IMAGE_ONLY_20
-  0.694   0.9903   0.0075    0.992   0.69    1.36  RUDE_HTML
-  0.675   0.9620   0.0075    0.992   0.69    2.25  BAD_ENC_HEADER
-  0.581   0.8314   0.0000    1.000   0.69    2.56  FUZZY_OBLIGATION
-  0.581   0.8314   0.0000    1.000   0.69    2.64  INVESTMENT_EXPERT
-  1.614   2.2865   0.0546    0.977   0.69    0.70  MIME_HTML_MOSTLY
-  0.727   1.0350   0.0113    0.989   0.69    2.15  FORGED_HOTMAIL_RCVD
-  0.574   0.8208   0.0000    1.000   0.69    2.72  SUBJECT_DRUG_GAP_VIC
-  1.886   2.6701   0.0659    0.976   0.69    1.34  MISSING_SUBJECT
- 30.884  44.1179   0.1638    0.996   0.69    1.53  URIBL_WS_SURBL
-  1.200   1.6984   0.0433    0.975   0.68    1.71  INVALID_MSGID
-  0.681   0.9709   0.0094    0.990   0.68    0.35  DRUG_ED_CAPS
-  0.563   0.8054   0.0000    1.000   0.68    2.53  FUZZY_PRICES
-  0.586   0.8362   0.0038    0.996   0.68    2.07  URI_UNSUBSCRIBE
-  0.597   0.8525   0.0056    0.993   0.68    1.61  MILLION_USD
-  0.552   0.7892   0.0000    1.000   0.68    2.49  RATWARE_EGROUPS
-  0.564   0.8062   0.0019    0.998   0.68    2.11  HTML_EHTML2
-  0.659   0.9384   0.0113    0.988   0.67    0.45  FUZZY_AMBIEN
-  0.555   0.7933   0.0019    0.998   0.67    1.64  SUBJECT_FUZZY_VPILL
-  0.535   0.7657   0.0000    1.000   0.67    2.33  SUBJECT_DRUG_GAP_X
-  0.566   0.8079   0.0038    0.995   0.67    0.01  REPTO_QUOTE_QUALCOMM
-  1.570   2.2183   0.0640    0.972   0.67    0.65  ADVANCE_FEE_2
-  0.632   0.8987   0.0113    0.988   0.67    0.59  IMPOTENCE
-  0.520   0.7446   0.0000    1.000   0.67    2.56  FUZZY_PHARMACY
-  0.732   1.0390   0.0188    0.982   0.67    1.57  DATE_IN_PAST_96_XX
-  2.139   3.0221   0.0885    0.972   0.67    1.76  INVALID_DATE
-  0.778   1.1031   0.0245    0.978   0.67    0.72  X_MAILER_SPAM
-  4.826   6.8432   0.1450    0.979   0.66    1.17  BIZ_TLD
-  0.501   0.7170   0.0000    1.000   0.66    2.39  FORGED_THEBAT_HTML
-  0.498   0.7130   0.0000    1.000   0.66    1.16  FUZZY_PHENT
-  0.532   0.7592   0.0038    0.995   0.66    0.62  ALL_NATURAL
-  0.498   0.7121   0.0000    1.000   0.66    2.28  FORGED_MUA_THEBAT_BOUN
-  0.575   0.8184   0.0094    0.989   0.66    0.01  MONEY_BACK
-  0.889   1.2580   0.0339    0.974   0.66    0.00  X_MSMAIL_PRIORITY_HIGH
-  0.494   0.7073   0.0000    1.000   0.66    2.46  FORGED_MSGID_HOTMAIL
-  2.777   3.9225   0.1186    0.971   0.65    0.23  RCVD_ILLEGAL_IP
-  0.482   0.6894   0.0000    1.000   0.65    1.33  HTML_TITLE_LONG
-  0.478   0.6838   0.0000    1.000   0.65    2.27  FORGED_IMS_HTML
-  1.308   1.8444   0.0640    0.966   0.65    0.69  UNRESOLVED_TEMPLATE
-  0.603   0.8549   0.0169    0.981   0.65    1.17  HTML_OBFUSCATE_05_10
-  0.440   0.6302   0.0000    1.000   0.65    2.48  URI_NO_WWW_BIZ_CGI
-  0.601   0.8533   0.0169    0.981   0.65    0.00  SPOOF_OURI
-  2.903   4.1001   0.1243    0.971   0.65    0.00  DRUGS_PAIN
-  8.084  11.4940   0.1676    0.986   0.64    1.39  MISSING_MIMEOLE
-  0.429   0.6132   0.0000    1.000   0.64    2.48  FAKE_OUTBLAZE_RCVD
-  0.697   0.9855   0.0264    0.974   0.64    1.11  INVALID_TZ_GMT
- 10.714  15.2543   0.1751    0.989   0.64    0.33  RCVD_IN_NJABL_PROXY
-  0.440   0.6286   0.0038    0.994   0.63    1.94  SPOOF_COM2COM
-  1.241   1.7463   0.0678    0.963   0.63    0.93  HTML_IMAGE_ONLY_24
-  0.408   0.5832   0.0000    1.000   0.63    2.48  HTML_OBFUSCATE_30_40
-  0.425   0.6067   0.0019    0.997   0.63    1.59  DRUG_DOSAGE
-  0.406   0.5807   0.0000    1.000   0.63    2.48  MALE_ENHANCE
-  0.780   1.1007   0.0358    0.969   0.63    0.64  HTML_00_10
-  0.403   0.5767   0.0000    1.000   0.63    2.44  SUBJECT_DRUG_GAP_VA
-  0.392   0.5605   0.0000    1.000   0.63    2.46  MSGID_SHORT
-  0.577   0.8168   0.0207    0.975   0.62    0.00  URI_AFFILIATE
-  0.807   1.1363   0.0433    0.963   0.62    0.08  MPART_ALT_DIFF_COUNT
-  0.396   0.5653   0.0019    0.997   0.62    1.94  FORGED_MUA_EUDORA
-  0.375   0.5361   0.0000    1.000   0.62    2.42  VIA_GAP_GRA
-  0.448   0.6367   0.0094    0.985   0.62    0.27  URG_BIZ
-  0.374   0.5345   0.0000    1.000   0.62    2.48  UNCLOSED_BRACKET
-  0.374   0.5345   0.0000    1.000   0.62    2.48  KOREAN_UCE_SUBJECT
-  0.372   0.5321   0.0000    1.000   0.62    2.35  DRUGS_DIET_OBFU
-  0.371   0.5305   0.0000    1.000   0.62    0.91  FUZZY_BILLION
-  0.793   1.1153   0.0452    0.961   0.61    0.00  HTML_BACKHAIR_4
-  0.366   0.5240   0.0000    1.000   0.61    0.98  FORGED_MUA_OIMO
-  0.526   0.7438   0.0188    0.975   0.61    0.12  SUBJ_BUY
-  0.374   0.5337   0.0038    0.993   0.61    1.56  FUZZY_CREDIT
-  0.346   0.4956   0.0000    1.000   0.61    2.40  HELO_DYNAMIC_ATTBI
-  0.499   0.7073   0.0169    0.977   0.61    0.00  REPTO_QUOTE_IMS
-  0.750   1.0544   0.0433    0.961   0.60    0.13  BAD_CREDIT
-  0.354   0.5053   0.0019    0.996   0.60    2.10  CUM_SHOT
-  0.332   0.4745   0.0000    1.000   0.60    2.40  MIME_BOUND_DIGITS_15
-  0.512   0.7243   0.0207    0.972   0.60    1.50  EMPTY_MESSAGE
-  3.588   5.0645   0.1600    0.969   0.60    0.88  DNS_FROM_RFC_WHOIS
-  0.412   0.5840   0.0113    0.981   0.60    0.63  HTML_SHORT_LENGTH
-  0.344   0.4915   0.0019    0.996   0.60    0.97  FUZZY_ROLEX
-  1.511   2.1178   0.1017    0.954   0.60    1.01  HTML_IMAGE_ONLY_28
-  0.518   0.7316   0.0226    0.970   0.60    0.14  BANG_GUAR
-  1.434   2.0083   0.0998    0.953   0.60    0.02  MIME_BASE64_BLANKS
-  0.439   0.6213   0.0151    0.976   0.60    1.51  FROM_HAS_MIXED_NUMS
-  0.329   0.4712   0.0000    1.000   0.60    0.08  HTML_NONELEMENT_80_90
-  1.329   1.8623   0.0923    0.953   0.60    0.12  X_PRIORITY_HIGH
-  0.317   0.4534   0.0000    1.000   0.60    2.40  FORGED_MSGID_EXCITE
-  0.779   1.0942   0.0490    0.957   0.60    0.01  US_DOLLARS_3
-  4.525   6.3987   0.1751    0.973   0.59    0.93  FORGED_YAHOO_RCVD
-  0.371   0.5280   0.0075    0.986   0.59    1.47  FROM_BLANK_NAME
-  0.348   0.4956   0.0056    0.989   0.59    2.32  X_PRIORITY_CC
-  0.651   0.9141   0.0414    0.957   0.59    1.61  DEAR_SOMETHING
-  5.363   7.5927   0.1883    0.976   0.59    1.24  RCVD_IN_SORBS_WEB
-  6.622   9.3876   0.2033    0.979   0.59    0.19  HTML_IMAGE_RATIO_02
-  0.470   0.6627   0.0226    0.967   0.59    0.40  HTML_LINK_PUSH_HERE
-  1.029   1.4389   0.0791    0.948   0.59    1.54  SUBJECT_ENCODED_TWICE
-  0.286   0.4088   0.0000    1.000   0.58    2.40  RATWARE_OE_MALFORMED
-  0.286   0.4088   0.0000    1.000   0.58    0.15  INVALID_TZ_CST
-  0.316   0.4510   0.0038    0.992   0.58    2.15  REPTO_OVERQUOTE_THEBAT
-  0.284   0.4064   0.0000    1.000   0.58    1.35  HTML_NONELEMENT_70_80
-  0.354   0.5021   0.0094    0.982   0.58    2.16  FROM_ENDS_IN_NUMS
-  0.928   1.2961   0.0734    0.946   0.58    1.50  DATE_IN_FUTURE_06_12
-  2.507   3.5202   0.1544    0.958   0.58    1.33  SPF_FAIL
-  0.332   0.4721   0.0075    0.984   0.58    1.43  DOMAIN_4U2
-  0.285   0.4072   0.0019    0.995   0.58    2.16  SUBJECT_SEXUAL
-  0.278   0.3982   0.0000    1.000   0.58    2.22  FUZZY_CELEBREX
-  0.275   0.3934   0.0000    1.000   0.58    2.24  HELO_DYNAMIC_YAHOOBB
-  0.283   0.4039   0.0019    0.995   0.58    2.08  DATE_IN_FUTURE_24_48
-  0.305   0.4339   0.0056    0.987   0.57    1.42  QUALIFY_FOR_THIS
-  0.528   0.7422   0.0320    0.959   0.57    0.62  BODY_ENHANCEMENT2
-  0.333   0.4729   0.0094    0.980   0.57    1.29  TRACKER_ID
-  0.299   0.4258   0.0056    0.987   0.57    1.12  OBFUSCATING_COMMENT
-  0.272   0.3893   0.0000    1.000   0.57    2.12  FORGED_IMS_TAGS
-  0.293   0.4169   0.0056    0.987   0.57    1.92  FROM_ALL_NUMS
-  0.312   0.4429   0.0075    0.983   0.57    0.04  RCVD_IN_SORBS_SMTP
-  0.402   0.5670   0.0207    0.965   0.57    0.00  HTML_FONT_SIZE_TINY
-  0.617   0.8630   0.0471    0.948   0.57    1.24  BLANK_LINES_70_80
-  0.282   0.4023   0.0038    0.991   0.57    2.04  MORE_SEX
-  0.260   0.3715   0.0000    1.000   0.57    0.00  HTML_NONELEMENT_90_100
-  0.259   0.3707   0.0000    1.000   0.57    2.24  FUZZY_THOUSANDS
-  1.824   2.5485   0.1431    0.947   0.56    0.02  SPF_HELO_FAIL
-  1.111   1.5451   0.1036    0.937   0.56    0.05  MANY_EXCLAMATIONS
-  0.338   0.4777   0.0151    0.969   0.56    0.65  HTML_COMMENT_SAVED_URL
-  0.255   0.3642   0.0000    1.000   0.56    2.32  REPLICA_WATCH
-  0.280   0.3982   0.0056    0.986   0.56    1.16  HTML_TAG_BALANCE_HEAD
-  0.268   0.3820   0.0038    0.990   0.56    2.24  URIBL_PH_SURBL
-  0.275   0.3909   0.0056    0.986   0.56    0.00  HTML_NONELEMENT_40_50
-  0.281   0.3991   0.0075    0.981   0.56    0.87  URI_SCHEME_MIXED_CASE
-  0.245   0.3512   0.0000    1.000   0.56    0.28  FORGED_AOL_TAGS
-  0.244   0.3496   0.0000    1.000   0.56    2.06  HTML_OBFUSCATE_50_60
-  0.248   0.3536   0.0019    0.995   0.55    1.27  EM_ROLEX
-  0.257   0.3658   0.0038    0.990   0.55    1.89  DATE_IN_FUTURE_96_XX
-  0.235   0.3366   0.0000    1.000   0.55    2.16  MIME_BOUND_RKFINDY
-  0.234   0.3350   0.0000    1.000   0.55    0.38  SUBJECT_DRUG_GAP_S
-  0.265   0.3763   0.0075    0.980   0.55    1.04  UPPERCASE_75_100
-  0.226   0.3236   0.0000    1.000   0.55    2.10  HTML_SHORT_CENTER
-  0.225   0.3220   0.0000    1.000   0.55    0.32  HTML_NONELEMENT_60_70
-  0.272   0.3845   0.0094    0.976   0.55    0.61  NA_DOLLARS
-  0.223   0.3196   0.0000    1.000   0.54    2.08  STRONG_BUY
-  1.086   1.5054   0.1130    0.930   0.54    0.18  HTML_TAG_BALANCE_BODY
-  0.245   0.3488   0.0038    0.989   0.54    2.06  SUBJECT_FUZZY_PENIS
-  0.353   0.4956   0.0226    0.956   0.54    0.04  X_AUTH_WARN_FAKED
-  0.222   0.3171   0.0000    1.000   0.54    2.16  HTML_OBFUSCATE_40_50
-  0.449   0.6270   0.0358    0.946   0.54    0.06  HTML_SHOUTING4
-  0.990   1.3716   0.1036    0.930   0.54    0.84  HTML_IMAGE_ONLY_32
- 22.428  31.9401   0.3464    0.989   0.54    1.09  URIBL_SBL
-  0.219   0.3139   0.0000    1.000   0.54    2.24  FUZZY_MONEY
-  5.012   7.0565   0.2674    0.963   0.54    0.00  HTML_TEXT_AFTER_HTML
- 13.299  18.8823   0.3370    0.982   0.54    0.00  MIME_HTML_ONLY_MULTI
- 16.386  23.2995   0.3389    0.986   0.54    1.33  RCVD_IN_BL_SPAMCOP_NET
-  0.338   0.4737   0.0226    0.954   0.54    1.62  GAPPY_SUBJECT
- 10.978  15.5730   0.3107    0.980   0.54    1.37  DCC_CHECK
-  0.268   0.3780   0.0113    0.971   0.54    0.00  BODY_ENHANCEMENT
-  0.207   0.2960   0.0000    1.000   0.54    2.16  FUZZY_TRAMADOL
-  0.227   0.3236   0.0038    0.988   0.54    0.03  HTML_NONELEMENT_50_60
-  0.916   1.2677   0.0998    0.927   0.54    0.45  HTML_FONT_FACE_BAD
-  0.822   1.1380   0.0885    0.928   0.53    0.03  SUBJ_HAS_UNIQ_ID
-  0.205   0.2928   0.0000    1.000   0.53    2.16  NOT_ADVISOR
-  0.387   0.5394   0.0320    0.944   0.53    0.59  UPPERCASE_50_75
-  0.201   0.2871   0.0000    1.000   0.53    1.81  DRUG_ED_GENERIC
-  0.199   0.2847   0.0000    1.000   0.53    2.14  MIME_BOUND_MANY_HEX
-  0.206   0.2936   0.0019    0.994   0.53    1.82  SUBJECT_FUZZY_CHEAP
-  0.252   0.3561   0.0113    0.969   0.53    0.27  HTML_EMBEDS
-  0.194   0.2782   0.0000    1.000   0.53    2.13  FUZZY_REMOVE
-  2.139   2.9873   0.1713    0.946   0.52    0.24  MIME_BOUND_NEXTPART
-  2.344   3.2768   0.1789    0.948   0.52    1.38  SPF_NEUTRAL
-  0.215   0.3058   0.0056    0.982   0.52    0.00  SPOOF_COM2OTH
-  0.191   0.2733   0.0000    1.000   0.52    0.07  HTML_ATTR_UNIQUE
-  0.190   0.2717   0.0000    1.000   0.52    2.03  MSGID_OUTLOOK_INVALID
-  0.187   0.2677   0.0000    1.000   0.52    0.23  HTML_BADTAG_30_40
-  0.244   0.3431   0.0132    0.963   0.52    0.00  HTML_BADTAG_20_30
- 18.003  25.5893   0.3916    0.985   0.52    0.14  MPART_ALT_DIFF
-  0.186   0.2660   0.0000    1.000   0.52    2.08  X_MIME_AUTOCONVERTED
-  0.306   0.4258   0.0264    0.942   0.51    0.86  DEAR_FRIEND
-  0.194   0.2766   0.0038    0.987   0.51    1.76  SUB_HELLO
-  0.185   0.2652   0.0000    1.000   0.51    2.16  DRUG_ED_ONLINE
-  0.185   0.2652   0.0000    1.000   0.51    0.26  HTML_BADTAG_50_60
-  0.200   0.2831   0.0056    0.980   0.51    1.11  SPOOF_NET2COM
-  0.184   0.2628   0.0000    1.000   0.51    1.81  FORGED_QUALCOMM_TAGS
-  0.213   0.3001   0.0094    0.970   0.51    1.57  HTML_FONT_SIZE_LARGE
-  0.183   0.2612   0.0000    1.000   0.51    2.08  HELO_DYNAMIC_DIALIN
-  0.183   0.2612   0.0000    1.000   0.51    2.16  FAKE_HELO_MAIL_COM_DOM
-  0.181   0.2596   0.0000    1.000   0.51    2.06  FAKE_HELO_MSN
-  0.179   0.2563   0.0000    1.000   0.51    1.44  FUZZY_OFFERS
-  0.464   0.6416   0.0527    0.924   0.50    0.30  NO_OBLIGATION
-  0.179   0.2555   0.0000    1.000   0.50    0.82  HTML_BADTAG_60_70
-  0.194   0.2750   0.0075    0.973   0.50    0.52  PRICES_ARE_AFFORDABLE
-  0.187   0.2652   0.0056    0.979   0.50    1.80  DISGUISE_PORN_MUNDANE
-  0.168   0.2409   0.0000    1.000   0.50    2.01  HTML_MISSING_CTYPE
-  0.176   0.2514   0.0019    0.993   0.50    2.16  FUZZY_SOFTWARE
-  0.185   0.2628   0.0056    0.979   0.50    1.35  HTML_TAG_EXIST_MARQUEE
-  0.374   0.5159   0.0433    0.923   0.49    0.13  SUBJECT_NOVOWEL
-  0.165   0.0000   0.5479    0.000   0.49   -4.30  RCVD_IN_BSP_TRUSTED
-  0.163   0.2336   0.0000    1.000   0.49    2.08  URI_UPPER_LOWER
-  0.181   0.2571   0.0056    0.979   0.49    1.34  FROM_LOCAL_HEX
-  0.789   1.0828   0.1054    0.911   0.49    0.00  NO_RDNS_DOTCOM_HELO
-  0.159   0.2271   0.0000    1.000   0.49    2.08  X_MESSAGE_FLAG_ODD
-  0.156   0.2231   0.0000    1.000   0.49    1.92  MSGID_SPAM_ALPHA_NUM
-  0.161   0.2295   0.0019    0.992   0.49    0.03  HTML_NONELEMENT_30_40
-  0.155   0.2222   0.0000    1.000   0.49    0.79  FUZZY_FOLLOW
- 18.159  25.7961   0.4312    0.984   0.48    1.25  RCVD_NUMERIC_HELO
-  0.154   0.2206   0.0000    1.000   0.48    1.96  FORGED_MSGID_MSN
-  0.149   0.2125   0.0000    1.000   0.48    0.01  FUZZY_VIOXX
-  7.977  11.2426   0.3973    0.966   0.48    0.81  INFO_TLD
-  0.170   0.2409   0.0056    0.977   0.48    0.82  USERPASS
-  0.148   0.2117   0.0000    1.000   0.48    0.00  HTML_BADTAG_40_50
-  0.168   0.0024   0.5535    0.004   0.48   -1.82  RCVD_IN_IADB_VOUCHED
-  0.146   0.2093   0.0000    1.000   0.48    2.00  RATWARE_HASH_2_V2
-  0.143   0.2052   0.0000    1.000   0.48    1.92  X_LIBRARY
-  4.852   6.7840   0.3671    0.949   0.48    0.00  HTML_TEXT_AFTER_BODY
-  0.149   0.2117   0.0019    0.991   0.48    0.56  SUBJECT_DRUG_GAP_P
-  0.142   0.2036   0.0000    1.000   0.47    1.92  UNCLAIMED_MONEY
-  0.239   0.3301   0.0264    0.926   0.47    0.41  WHY_WAIT
-  0.146   0.2076   0.0019    0.991   0.47    1.47  HG_HORMONE
-  4.117   5.7458   0.3370    0.945   0.47    0.00  MIME_BASE64_NO_NAME
-  0.402   0.5491   0.0603    0.901   0.47    0.00  HTML_BADTAG_10_20
-  0.169   0.2385   0.0094    0.962   0.47    0.13  URI_OFFERS
-  0.161   0.2271   0.0075    0.968   0.47    1.43  ROUND_THE_WORLD_LOCAL
-  0.135   0.1939   0.0000    1.000   0.47    0.85  HTML_BADTAG_90_100
-  0.134   0.1914   0.0000    1.000   0.47    1.92  HTML_TAG_EXIST_BGSOUND
-  1.574   2.1721   0.1845    0.922   0.47    1.17  SUBJ_ALL_CAPS
-  0.194   0.2693   0.0188    0.935   0.47    0.87  SOMETHING_FOR_ADULTS
-  0.133   0.1898   0.0000    1.000   0.46    1.95  RATWARE_HASH_2
-  0.336   0.4591   0.0490    0.904   0.46    0.03  SEE_FOR_YOURSELF
-  0.157   0.2214   0.0075    0.967   0.46    0.13  MSGID_NO_HOST
-  0.141   0.2003   0.0038    0.982   0.46    0.12  RATWARE_MPOP_WEBMAIL
-  1.433   1.9742   0.1751    0.919   0.46    0.81  EXTRA_MPART_TYPE
-  0.129   0.1849   0.0000    1.000   0.46    1.81  MSGID_RATWARE1
-  0.160   0.2247   0.0094    0.960   0.46    0.00  FAKE_HELO_EXCITE
-  0.141   0.1995   0.0038    0.981   0.46    1.14  ONE_TIME
-  0.174   0.2433   0.0132    0.949   0.46    0.04  HTML_LINK_OPT_OUT
-  0.134   0.1906   0.0019    0.990   0.46    0.00  HTML_NONELEMENT_20_30
-  0.139   0.1979   0.0038    0.981   0.46    1.59  FROM_DOMAIN_NOVOWEL
-  2.007   2.7780   0.2184    0.927   0.46    0.94  HTML_10_20
- 13.871  19.6399   0.4782    0.976   0.46    1.44  DNS_FROM_RFC_POST
-  0.129   0.1833   0.0019    0.990   0.45    0.62  SUBJECT_DIET
-  0.124   0.1768   0.0000    1.000   0.45    1.92  HTTPS_IP_MISMATCH
-  0.150   0.0041   0.4895    0.008   0.45   -0.00  NO_RELAYS
-  0.488   0.6627   0.0810    0.891   0.45    0.00  RISK_FREE
-  0.122   0.1744   0.0000    1.000   0.45    1.92  FAKE_HELO_MAIL_COM
-  0.180   0.2498   0.0169    0.936   0.45    0.00  CLICK_TO_REMOVE_1
-  0.569   0.7705   0.1017    0.883   0.45    0.03  CLICK_BELOW_CAPS
-  0.134   0.1898   0.0056    0.971   0.45    0.28  FROM_STARTS_WITH_NUMS
-  0.139   0.0032   0.4538    0.007   0.45   -1.44  ALL_TRUSTED
-  0.117   0.1679   0.0000    1.000   0.45    0.98  REFINANCE_YOUR_HOME
-  0.900   1.2223   0.1525    0.889   0.45    0.46  PLING_PLING
-  0.128   0.1817   0.0038    0.980   0.45    0.05  FROM_LOCAL_DIGITS
-  0.114   0.1630   0.0000    1.000   0.45    1.84  FUZZY_AFFORDABLE
-  0.114   0.1630   0.0000    1.000   0.45    1.84  HELO_DYNAMIC_OOL
-  1.073   1.4640   0.1657    0.898   0.45    0.06  HTML_SHOUTING3
-  0.113   0.1622   0.0000    1.000   0.44    1.76  ORG_MIME_TOOLS
-  0.146   0.2036   0.0113    0.947   0.44    1.05  IP_LINK_PLUS
-  0.112   0.1606   0.0000    1.000   0.44    1.20  HELO_DYNAMIC_ROGERS
-  0.138   0.1939   0.0094    0.954   0.44    1.44  MARKETING_PARTNERS
-  0.121   0.1720   0.0038    0.979   0.44    1.48  FORGED_JUNO_RCVD
-  0.119   0.1687   0.0038    0.978   0.44    0.04  HTML_FONT_SIZE_NONE
-  0.108   0.1541   0.0000    1.000   0.44    1.84  SUBJECT_DRUG_GAP_L
-  0.130   0.1825   0.0075    0.960   0.44    0.00  AS_SEEN_ON
-  0.110   0.1565   0.0019    0.988   0.44    0.00  ENTITY_DEC_ALPHANUM
-  0.163   0.2247   0.0188    0.923   0.44    0.38  SUBJ_DOLLARS
-  0.177   0.2433   0.0226    0.915   0.43    0.01  SATIS_GUAR
-  0.132   0.1841   0.0094    0.951   0.43    1.75  EXCUSE_6
-  0.101   0.1452   0.0000    1.000   0.43    1.82  RATWARE_MOZ_MALFORMED
-  0.101   0.1452   0.0000    1.000   0.43    1.43  RATWARE_GECKO_BUILD
-  0.969   1.3164   0.1638    0.889   0.43    0.00  SPF_HELO_NEUTRAL
-  0.136   0.1898   0.0113    0.944   0.43    0.00  SAVE_THOUSANDS
-  0.100   0.1428   0.0000    1.000   0.43    1.21  FUZZY_MILF
-  0.130   0.1825   0.0094    0.951   0.43    1.47  SUBJECT_FUZZY_TION
-  0.117   0.1647   0.0056    0.967   0.43    0.00  RCVD_IN_NJABL_RELAY
-  0.099   0.1419   0.0000    1.000   0.43    0.01  HELO_DYNAMIC_CHELLO_NL
-  0.099   0.1419   0.0000    1.000   0.43    1.76  HTML_FORMACTION_MAILTO
-  0.099   0.1411   0.0000    1.000   0.43    1.00  RCVD_IN_WHOIS_HIJACKED
-  0.109   0.1549   0.0038    0.976   0.43    0.07  PORN_URL_MISC
-  0.098   0.1395   0.0000    1.000   0.43    1.64  PREVENT_NONDELIVERY
-  0.108   0.1533   0.0038    0.976   0.43    1.56  LOCALPART_IN_SUBJECT
-  0.652   0.8736   0.1393    0.862   0.43    0.00  SUBJECT_EXCESS_QP
-  2.152   2.9467   0.3069    0.906   0.42    0.06  NORMAL_HTTP_TO_IP
-  0.099   0.1411   0.0019    0.987   0.42    0.12  WHY_PAY_MORE
-  0.194   0.0138   0.6138    0.022   0.42    0.00  BAYES_05
-  0.115   0.1614   0.0075    0.955   0.42    0.87  REFINANCE_NOW
-  0.093   0.1330   0.0000    1.000   0.42    1.73  RCVD_AM_PM
-  0.406   0.5451   0.0847    0.865   0.42    0.05  MAILTO_SUBJ_REMOVE
-  0.091   0.1306   0.0000    1.000   0.42    0.25  ENGLISH_UCE_SUBJECT
-  0.582   0.7811   0.1205    0.866   0.42    0.48  MAILTO_TO_REMOVE
-  7.188  10.0698   0.4989    0.953   0.42    0.31  DNS_FROM_AHBL_RHSBL
-  0.192   0.2604   0.0320    0.891   0.42    0.26  PORN_URL_SEX
-  0.101   0.1428   0.0056    0.962   0.42    0.50  NO_FORMS
-  0.097   0.1371   0.0038    0.973   0.41    0.05  GUARANTEED_100_PERCENT
-  0.085   0.1217   0.0000    1.000   0.41    1.59  HTML_OBFUSCATE_60_70
-  0.091   0.1290   0.0019    0.986   0.41    0.34  SUBJ_YOUR_FAMILY
-  0.084   0.1209   0.0000    1.000   0.41    0.55  RATWARE_NETIP
-  0.095   0.1338   0.0038    0.973   0.41    0.29  HTML_SHORT_COMMENT
-  0.116   0.1614   0.0113    0.935   0.41    0.04  EXCUSE_REMOVE
-  0.082   0.1168   0.0000    1.000   0.41    1.76  STOCK_ALERT
-  0.218   0.2920   0.0452    0.866   0.41    0.00  ADDRESS_IN_SUBJECT
-  0.105   0.1460   0.0094    0.939   0.41    1.05  FROM_EXCESS_BASE64
-  0.312   0.4137   0.0753    0.846   0.41    0.20  FROM_NO_LOWER
-  0.088   0.1241   0.0038    0.971   0.40    1.64  FROM_OFFERS
-  0.077   0.1095   0.0000    1.000   0.40    1.68  OBSCURED_EMAIL
-  0.236   0.3163   0.0508    0.862   0.40    0.81  DATE_IN_PAST_24_48
-  0.075   0.1079   0.0000    1.000   0.40    0.54  BANG_EXERCISE
-  0.075   0.1079   0.0000    1.000   0.40    1.76  FORGED_MUA_THEBAT_CS
-  0.080   0.1144   0.0019    0.984   0.40    1.68  DATE_IN_FUTURE_48_96
-  0.239   0.3196   0.0527    0.858   0.40    0.00  SUB_FREE_OFFER
-  0.082   0.1160   0.0038    0.969   0.40    0.58  SUBJ_YOUR_DEBT
-  0.070   0.0998   0.0000    1.000   0.40    0.00  HTML_ATTR_BAD
-  0.068   0.0973   0.0000    1.000   0.40    1.68  HELO_DYNAMIC_ADELPHIA
-  1.814   2.4625   0.3088    0.889   0.40    0.05  DATE_IN_PAST_03_06
-  0.067   0.0965   0.0000    1.000   0.40    0.00  X_ORIG_IP_NOT_IPV4
-  0.808   1.0852   0.1638    0.869   0.40    0.88  DATE_IN_PAST_12_24
-  0.137   0.1857   0.0245    0.884   0.39    0.00  SUBJ_CONSONANTS
-  0.200   0.2669   0.0452    0.855   0.39    0.00  URI_IS_POUND
-  1.104   1.4900   0.2071    0.878   0.39    0.75  DATE_IN_PAST_06_12
-  0.062   0.0884   0.0000    1.000   0.39    1.68  RATWARE_BOUND_PIECE
-  0.071   0.0998   0.0038    0.964   0.39    0.15  OFFSHORE_SCAM
-  0.060   0.0852   0.0000    1.000   0.39    1.68  EMAIL_ROT13
-  0.075   0.1054   0.0056    0.949   0.38    0.20  URI_4YOU
-  0.057   0.0811   0.0000    1.000   0.38    1.58  HTML_BADTAG_70_80
-  0.057   0.0811   0.0000    1.000   0.38    0.54  FORGED_MUA_MOZILLA
-  0.056   0.0000   0.1864    0.000   0.38  -100.00  USER_IN_WHITELIST
-  0.061   0.0868   0.0019    0.979   0.38    0.06  BILLION_DOLLARS
-  0.056   0.0795   0.0000    1.000   0.38    1.60  HELO_DYNAMIC_HOME_NL
-  0.060   0.0852   0.0019    0.978   0.38    1.47  AMATEUR_PORN
-  0.260   0.3423   0.0678    0.835   0.38    0.00  EXCUSE_10
-  2.433   3.3085   0.4010    0.892   0.38    0.08  HTML_20_30
-  0.077   0.1063   0.0075    0.934   0.38    1.05  SOME_BREAKTHROUGH
-  0.063   0.0884   0.0038    0.959   0.38    0.27  MSGID_LONG
-  0.076   0.1054   0.0075    0.933   0.38    0.06  HAIR_LOSS
-  0.057   0.0811   0.0019    0.977   0.38    1.34  NASTY_GIRLS
-  0.062   0.0876   0.0038    0.959   0.38    1.01  ADDR_NUMS_AT_BIGSITE
-  5.231   7.2098   0.6364    0.919   0.38    0.00  MIME_QP_LONG_LINE
-  0.049   0.0706   0.0000    1.000   0.38    1.51  HTML_OBFUSCATE_70_80
-  0.065   0.0908   0.0056    0.941   0.38    0.17  HTML_SHOUTING5
-  8.749  12.0772   1.0243    0.922   0.38    0.07  HTML_90_100
-  0.048   0.0000   0.1600    0.000   0.37   -7.50  USER_IN_DEF_SPF_WL
-  0.088   0.1200   0.0132    0.901   0.37    1.20  WEIRD_QUOTING
-  0.048   0.0681   0.0000    1.000   0.37    1.52  SUBJ_LIFE_INSURANCE
-  0.048   0.0681   0.0000    1.000   0.37    1.60  REVERSE_AGING
-  0.047   0.0673   0.0000    1.000   0.37    0.44  WHILE_YOU_SLEEP
-  0.057   0.0803   0.0038    0.955   0.37    1.43  FORWARD_LOOKING
-  0.641   0.8476   0.1600    0.841   0.37    0.04  HOT_NASTY
-  0.046   0.0657   0.0000    1.000   0.37    1.50  TERRA_ES
-  0.045   0.0649   0.0000    1.000   0.37    1.44  CHINA_HEADER
-  0.747   0.9952   0.1713    0.853   0.37    0.13  TO_CC_NONE
-  8.557  11.7731   1.0920    0.915   0.37    0.26  HTML_FONT_BIG
-  0.092   0.1249   0.0169    0.881   0.37    0.00  GUARANTEED_STUFF
-  0.048   0.0681   0.0019    0.973   0.37    0.33  LIVE_PORN
-  0.044   0.0625   0.0000    1.000   0.37    1.03  MULTI_FORGED
-  0.048   0.0673   0.0019    0.973   0.37    0.00  FREE_QUOTE_INSTANT
-  0.283   0.3699   0.0810    0.820   0.37    0.00  MISSING_DATE
-  0.063   0.0868   0.0075    0.920   0.37    1.12  PORN_15
-  0.043   0.0616   0.0000    1.000   0.37    0.00  CONFIRMED_FORGED
-  0.043   0.0616   0.0000    1.000   0.37    1.44  FORGED_MSGID_AOL
-  0.050   0.0698   0.0038    0.949   0.37    1.41  FREE_PREVIEW
-  0.952   1.2734   0.2052    0.861   0.37    0.00  DIET_1
-  0.135   0.1793   0.0320    0.848   0.37    0.03  OPTING_OUT_CAPS
-  0.043   0.0608   0.0000    1.000   0.36    0.04  SUBJ_AS_SEEN
-  0.049   0.0681   0.0038    0.948   0.36    0.53  FORGED_EUDORAMAIL_RCVD
-  0.044   0.0625   0.0019    0.971   0.36    3.20  CHARSET_FARAWAY_HEADER
-  0.624   0.8225   0.1619    0.836   0.36    0.22  FROM_HAS_ULINE_NUMS
-  0.041   0.0584   0.0000    1.000   0.36    0.98  EXCUSE_4
-  0.105   0.1403   0.0245    0.851   0.36    0.12  CONSOLIDATE_DEBT
-  0.040   0.0568   0.0000    1.000   0.36    0.00  DRUG_ED_SILD
-  0.049   0.0681   0.0056    0.923   0.36    0.00  HTML_FONT_SIZE_HUGE
-  0.039   0.0560   0.0000    1.000   0.36    0.00  RATWARE_RCVD_LC_ESMTP
-  0.039   0.0560   0.0000    1.000   0.36    1.52  EXCUSE_24
-  0.070   0.0941   0.0132    0.877   0.36    1.31  ML_MARKETING
-  0.039   0.0552   0.0000    1.000   0.36    1.13  DEEP_DISC_MEDS
-  1.171   1.5492   0.2937    0.841   0.36    0.03  HTML_IMAGE_RATIO_04
-  0.048   0.0657   0.0056    0.921   0.36    2.45  MIME_CHARSET_FARAWAY
-  0.038   0.0543   0.0000    1.000   0.35    0.09  DIET_3
-  0.037   0.0535   0.0000    1.000   0.35    1.44  HDR_ORDER_TRIMRS
-  0.037   0.0535   0.0000    1.000   0.35    1.44  HELO_DYNAMIC_RR2
-  0.043   0.0592   0.0038    0.940   0.35    0.00  DIET_2
-  0.065   0.0876   0.0132    0.869   0.35    0.13  SUBJ_YOUR_OWN
-  0.036   0.0000   0.1205    0.000   0.35   -7.50  ENV_AND_HDR_SPF_MATCH
-  8.896  12.2248   1.1673    0.913   0.35    0.00  DOMAIN_RATIO
-  0.036   0.0511   0.0000    1.000   0.35    1.39  COMPETE
-  0.041   0.0576   0.0038    0.939   0.35    0.01  FAKE_HELO_LYCOS
-  0.067   0.0900   0.0151    0.857   0.35    0.00  HTML_COMMENT_SHORT
-  0.035   0.0503   0.0000    1.000   0.35    1.44  HEADER_COUNT_CTYPE
-  3.744   5.1002   0.5950    0.896   0.35    0.08  HTML_30_40
-  0.034   0.0487   0.0000    1.000   0.35    0.37  MEET_SINGLES
-  0.034   0.0487   0.0000    1.000   0.35    1.49  HELO_DYNAMIC_VTR
-  0.175   0.2279   0.0527    0.812   0.35    0.11  BLANK_LINES_80_90
-  0.037   0.0527   0.0019    0.966   0.35    0.51  SENT_IN_COMPLIANCE
-  0.054   0.0730   0.0113    0.866   0.35    0.00  GET_PAID
-  0.033   0.0479   0.0000    1.000   0.35    0.07  BARGAIN_URL
-  0.033   0.0479   0.0000    1.000   0.35    1.44  WITH_LC_SMTP
-  0.033   0.0479   0.0000    1.000   0.35    0.37  BANG_OPRAH
-  0.079   0.1046   0.0188    0.847   0.35    0.00  FREE_PORN
-  7.587  10.3553   1.1617    0.899   0.34    0.00  HTML_LINK_IMAGE_BUG
-  0.032   0.0462   0.0000    1.000   0.34    1.36  WRINKLES
- 12.061  16.6388   1.4347    0.921   0.34    0.48  DNS_FROM_RFC_ABUSE
-  0.056   0.0738   0.0132    0.848   0.34    0.58  NUMERIC_HTTP_ADDR
-  0.086   0.1136   0.0226    0.834   0.34    0.13  URI_NO_WWW_ANY_CGI
-  0.044   0.0600   0.0075    0.889   0.34    0.24  RCVD_IN_SORBS_ZOMBIE
-  0.031   0.0446   0.0000    1.000   0.34    1.44  HARDCORE_PORN
-  0.035   0.0487   0.0019    0.963   0.34    1.41  BILL_1618
-  0.220   0.0333   0.6533    0.048   0.34    0.00  BAYES_20
-  0.031   0.0438   0.0000    1.000   0.34    1.44  FAKE_HELO_EMAIL_COM
-  0.031   0.0438   0.0000    1.000   0.34    0.61  FIN_FREE
-  3.862   5.2478   0.6439    0.891   0.34    0.13  HTML_TAG_EXIST_TBODY
-  0.029   0.0422   0.0000    1.000   0.34    1.44  FAKE_HELO_EUDORAMAIL
-  4.256   5.7904   0.6929    0.893   0.34    0.09  HTML_40_50
-  0.103   0.1346   0.0301    0.817   0.34    0.00  BEST_PORN
-  0.212   0.2709   0.0753    0.782   0.34    0.02  SUBJ_FREE_CAP
-  0.029   0.0414   0.0000    1.000   0.34    2.50  MISSING_HB_SEP
-  0.028   0.0406   0.0000    1.000   0.34    1.36  HELO_DYNAMIC_NTL
-  0.032   0.0446   0.0019    0.960   0.34    1.42  SUBJ_GUARANTEED
-  1.512   2.0026   0.3747    0.842   0.34    0.88  UNDISC_RECIPS
-  0.052   0.0681   0.0132    0.838   0.34    0.00  EXTRA_CASH
-  0.456   0.5872   0.1506    0.796   0.34    0.05  TO_EMPTY
-  0.477   0.6172   0.1525    0.802   0.34    0.00  MIME_MISSING_BOUNDARY
-  0.028   0.0397   0.0000    1.000   0.34    1.36  MSGID_SPAM_ZEROES
-  0.031   0.0438   0.0019    0.959   0.34    0.32  SUBJ_FOR_ONLY
-  0.887   1.1607   0.2504    0.823   0.34    0.00  HTML_BACKHAIR_2
-  0.027   0.0381   0.0000    1.000   0.33    3.20  CHARSET_FARAWAY
-  0.027   0.0381   0.0000    1.000   0.33    1.41  PORN_16
-  0.027   0.0381   0.0000    1.000   0.33    1.37  DRUGS_SMEAR1
-  1.833   2.4455   0.4123    0.856   0.33    0.00  HTML_TITLE_EMPTY
-  4.452   5.9948   0.8717    0.873   0.33    0.05  HTML_50_60
-  0.024   0.0000   0.0791    0.000   0.33   -8.00  HABEAS_ACCREDITED_COI
-  0.024   0.0341   0.0000    1.000   0.33    1.35  INVALID_DATE_TZ_ABSURD
-  0.024   0.0341   0.0000    1.000   0.33    1.35  FAKE_HELO_YAHOO_CA
-  0.024   0.0341   0.0000    1.000   0.33    1.36  EXCUSE_23
-  0.086   0.1119   0.0264    0.809   0.33    0.05  ADDR_FREE
-  0.022   0.0308   0.0000    1.000   0.33    0.00  FORGED_TELESP_RCVD
-  0.022   0.0308   0.0000    1.000   0.33    0.75  HIDDEN_CHARGES
-  0.021   0.0300   0.0000    1.000   0.33    0.31  YAHOO_DRS_REDIR
-  0.019   0.0268   0.0000    1.000   0.33    1.36  TO_TXT
-  4.794   6.3760   1.1203    0.851   0.33    0.00  HTML_60_70
-  0.018   0.0260   0.0000    1.000   0.32    1.28  HELO_DYNAMIC_HEXIP
-  0.024   0.0333   0.0019    0.946   0.32    1.27  BE_BOSS
-  0.042   0.0552   0.0113    0.830   0.32    0.11  DISGUISE_PORN
-  0.018   0.0251   0.0000    1.000   0.32    0.02  PORN_URL_SLUT
-  0.018   0.0251   0.0000    1.000   0.32    1.03  TO_RECIP_MARKER
-  0.034   0.0454   0.0075    0.858   0.32    1.13  EXCUSE_12
-  0.016   0.0227   0.0000    1.000   0.32    0.17  HTML_BADTAG_80_90
-  0.016   0.0227   0.0000    1.000   0.32    1.28  PREST_NON_ACCREDITED
-  0.463   0.5945   0.1582    0.790   0.32    0.01  MORTGAGE_PITCH
-  0.015   0.0211   0.0000    1.000   0.32    1.36  JAPANESE_UCE_SUBJECT
-  0.043   0.0560   0.0132    0.809   0.32    0.00  FULL_REFUND
-  0.014   0.0203   0.0000    1.000   0.32    1.07  SUBJ_2_NUM_PARENS
- 28.977  39.6261   4.2570    0.903   0.32    0.00  MIME_HTML_ONLY
-  0.014   0.0195   0.0000    1.000   0.32    1.19  HTML_OBFUSCATE_80_90
-  0.048   0.0616   0.0169    0.784   0.32    0.01  FREE_ACCESS
-  0.013   0.0187   0.0000    1.000   0.32    0.00  JS_FROMCHARCODE
-  0.013   0.0187   0.0000    1.000   0.32    1.27  ROUND_THE_WORLD
-  0.013   0.0187   0.0000    1.000   0.32    1.26  HTTP_CTRL_CHARS_HOST
-  0.065   0.0819   0.0245    0.770   0.32    0.01  ACT_NOW_CAPS
-  0.012   0.0178   0.0000    1.000   0.32  100.00  USER_IN_BLACKLIST
-  0.545   0.7081   0.1676    0.809   0.31    0.33  PLING_QUERY
- 11.890  16.2430   1.7849    0.901   0.31    0.93  MSGID_FROM_MTA_ID
-  0.011   0.0162   0.0000    1.000   0.31    1.28  NONEXISTENT_CHARSET
-  0.011   0.0154   0.0000    1.000   0.31    1.28  DRUG_ED_COMBO
-  0.011   0.0154   0.0000    1.000   0.31    1.28  RATWARE_JPFREE
-  0.014   0.0195   0.0019    0.912   0.31    0.00  JOIN_MILLIONS
-  0.072   0.0908   0.0282    0.763   0.31    0.00  TO_MALFORMED
-  0.010   0.0146   0.0000    1.000   0.31    0.00  HELO_DYNAMIC_VELOX
-  0.010   0.0146   0.0000    1.000   0.31    0.00  RCVD_BONUS_SPC_DATE
-  0.017   0.0227   0.0038    0.858   0.31    1.19  EARN_PER_WEEK
-  0.010   0.0138   0.0000    1.000   0.31    1.25  FROM_NONSENDING_DOMAIN
-  2.286   3.0278   0.5648    0.843   0.31    0.09  ADVANCE_FEE_1
-  0.009   0.0130   0.0000    1.000   0.31    1.26  NO_MEDICAL
-  0.009   0.0000   0.0301    0.000   0.31  -15.00  USER_IN_DEF_WHITELIST
-  0.009   0.0122   0.0000    1.000   0.31    0.00  TO_NO_USER
- 14.034  18.6114   3.4079    0.845   0.31    0.00  UNPARSEABLE_RELAY
-  0.008   0.0114   0.0000    1.000   0.31    0.00  FORGED_AOL_RCVD
-  0.007   0.0105   0.0000    1.000   0.31    1.20  WE_HONOR_ALL
-  0.007   0.0097   0.0000    1.000   0.30    1.28  MICRO_CAP_WARNING
-  0.059   0.0730   0.0264    0.735   0.30    0.00  HIDE_WIN_STATUS
-  0.012   0.0162   0.0038    0.812   0.30    0.00  AMAZING_STUFF
-  0.006   0.0089   0.0000    1.000   0.30    0.00  CONFIDENTIAL_ORDER
-  0.070   0.0868   0.0301    0.742   0.30    0.50  DATE_IN_PAST_48_96
-  0.006   0.0081   0.0000    1.000   0.30    0.00  HDR_ORDER_MTSRIX
-  0.024   0.0308   0.0094    0.766   0.30    0.10  FREE_SAMPLE
-  0.005   0.0065   0.0000    1.000   0.30    0.01  T_HTML_IFRAME_SRC
-  0.005   0.0065   0.0000    1.000   0.30    0.00  HTML_OBFUSCATE_90_100
-  0.008   0.0105   0.0019    0.848   0.30    0.00  FROM_AND_TO_SAME
- 43.242  57.7346   9.5986    0.857   0.30    0.00  HTML_MESSAGE
-  0.004   0.0057   0.0000    1.000   0.30    0.00  REMOVE_POSTAL
-  0.004   0.0057   0.0000    1.000   0.30    0.00  FAKED_UNDISC_RECIPS
-  0.003   0.0041   0.0000    1.000   0.30    0.00  RATWARE_STORM_URI
-  2.785   3.6662   0.7399    0.832   0.30    0.00  HTML_FONT_INVISIBLE
-  0.002   0.0032   0.0000    1.000   0.30    0.01  T_PH_SEC
-  0.002   0.0024   0.0000    1.000   0.30    0.00  YAHOO_RD_REDIR
-  0.002   0.0024   0.0000    1.000   0.30    0.00  HELO_DYNAMIC_TELIA
-  0.002   0.0000   0.0056    0.000   0.30   -6.00  USER_IN_WHITELIST_TO
-  0.599   0.7738   0.1920    0.801   0.30    0.00  FROM_EXCESS_QP
- 12.995  16.4717   4.9236    0.770   0.29    0.00  RCVD_BY_IP
-  0.033   0.0406   0.0151    0.729   0.29    0.00  MISSING_MIME_HB_SEP
-  1.714   2.2508   0.4688    0.828   0.29    0.00  HTML_WEB_BUGS
-  0.001   0.0016   0.0000    1.000   0.29    0.01  T_EB_PHISH
-  0.001   0.0008   0.0000    1.000   0.29    0.00  HELO_DYNAMIC_CHELLO_NO
-  0.001   0.0008   0.0000    1.000   0.29    0.00  YOU_CAN_SEARCH
-  0.000   0.0000   0.0000    0.500   0.29  100.00  SUBJECT_IN_BLACKLIST
-  0.000   0.0000   0.0000    0.500   0.29   -5.00  HASHCASH_HIGH
-  0.000   0.0000   0.0000    0.500   0.29    0.00  MSGID_SPAM_99X9XX99
-  0.000   0.0000   0.0000    0.500   0.29    0.00  DK_POLICY_SIGNSOME
-  0.000   0.0000   0.0000    0.500   0.29    0.00  DK_SIGNED
-  0.000   0.0000   0.0000    0.500   0.29   10.00  USER_IN_BLACKLIST_TO
-  0.000   0.0000   0.0000    0.500   0.29    0.00  DK_POLICY_SIGNALL
-  0.000   0.0000   0.0000    0.500   0.29    0.01  T_PP_PHISH
-  0.000   0.0000   0.0000    0.500   0.29   -3.00  HASHCASH_24
-  0.000   0.0000   0.0000    0.500   0.29    0.10  MICROSOFT_EXECUTABLE
-  0.000   0.0000   0.0000    0.500   0.29    0.00  RESISTANCE_IS_FUTILE
-  0.000   0.0000   0.0000    0.500   0.29    0.00  RATWARE_HASH_DASH
-  0.000   0.0000   0.0000    0.500   0.29    0.00  DK_POLICY_TESTING
-  0.000   0.0000   0.0000    0.500   0.29    0.50  HTML_CHARSET_FARAWAY
-  0.000   0.0000   0.0000    0.500   0.29   -4.30  HABEAS_ACCREDITED_SOI
-  0.000   0.0000   0.0000    0.500   0.29    2.50  FRAGMENTED_MESSAGE
-  0.000   0.0000   0.0000    0.500   0.29  -20.00  USER_IN_MORE_SPAM_TO
-  0.000   0.0000   0.0000    0.500   0.29    0.00  RCVD_IN_MAPS_RSS
-  0.000   0.0000   0.0000    0.500   0.29    0.10  MIME_SUSPECT_NAME
-  0.000   0.0000   0.0000    0.500   0.29    0.00  RCVD_IN_SORBS_BLOCK
-  0.000   0.0000   0.0000    0.500   0.29    0.00  RCVD_IN_MAPS_DUL
-  0.000   0.0000   0.0000    0.500   0.29   -4.00  HASHCASH_25
-  0.000   0.0000   0.0000    0.500   0.29    0.00  RCVD_IN_MAPS_RBL
-  0.000   0.0000   0.0000    0.500   0.29    0.01  T_PH_REC
-  0.000   0.0000   0.0000    0.500   0.29   -1.00  HASHCASH_22
-  0.000   0.0000   0.0000    0.500   0.29    0.00  RCVD_IN_NJABL_MULTI
-  0.000   0.0000   0.0000    0.500   0.29   -0.50  HASHCASH_20
-  0.000   0.0000   0.0000    0.500   0.29    1.00  AWL
-  0.000   0.0000   0.0000    0.500   0.29    1.50  RAZOR2_CF_RANGE_E8_51_100
-  0.000   0.0000   0.0000    0.500   0.29  1000.00  GTUBE
-  0.000   0.0000   0.0000    0.500   0.29    2.80  UNWANTED_LANGUAGE_BODY
-  0.000   0.0000   0.0000    0.500   0.29    1.50  RAZOR2_CF_RANGE_E4_51_100
-  0.000   0.0000   0.0000    0.500   0.29   -0.00  DK_VERIFIED
-  0.000   0.0000   0.0000    0.500   0.29  -100.00  USER_IN_SPF_WHITELIST
-  0.000   0.0000   0.0000    0.500   0.29   -0.70  HASHCASH_21
-  0.000   0.0000   0.0000    0.500   0.29    0.00  RCVD_IN_NJABL_CGI
-  0.000   0.0000   0.0000    0.500   0.29    0.00  FORGED_GW05_RCVD
-  0.000   0.0000   0.0000    0.500   0.29    1.50  BODY_8BITS
-  0.000   0.0000   0.0000    0.500   0.29    0.10  HASHCASH_2SPEND
-  0.000   0.0000   0.0000    0.500   0.29    0.00  MSGID_FROM_MTA_HOTMAIL
-  0.000   0.0000   0.0000    0.500   0.29    0.00  ACCESSDB
-  0.000   0.0000   0.0000    0.500   0.29    0.00  RCVD_IN_MAPS_NML
-  0.000   0.0000   0.0000    0.500   0.29  -100.00  USER_IN_ALL_SPAM_TO
-  0.000   0.0000   0.0000    0.500   0.29   -2.00  HASHCASH_23
-  0.000   0.0000   0.0000    0.500   0.29   -0.20  HABEAS_CHECKED
-  0.000   0.0000   0.0000    0.500   0.29  -100.00  SUBJECT_IN_WHITELIST
-  0.002   0.0024   0.0019    0.564   0.29    2.50  HEAD_LONG
-  0.102   0.1257   0.0471    0.728   0.29    0.02  FROM_NO_USER
-  0.001   0.0008   0.0019    0.301   0.29    2.50  HIGH_CODEPAGE_URI
-  0.549   0.7048   0.1864    0.791   0.29    0.04  NO_COST
-  7.003   8.7485   2.9523    0.748   0.29    0.00  HTML_80_90
-  0.333   0.4104   0.1525    0.729   0.28    0.00  LOTS_OF_STUFF
-  0.135   0.1647   0.0659    0.714   0.28    0.00  MORTGAGE_BEST
-  4.956   6.3647   1.6870    0.790   0.28    0.03  HTML_70_80
-  0.019   0.0211   0.0151    0.583   0.28    0.12  HTML_SHOUTING7
-  0.002   0.0000   0.0056    0.000   0.28    0.00  MIME_BOUND_DIGITS_7
-  1.350   1.7414   0.4406    0.798   0.27    0.00  URI_HEX
-  0.031   0.0349   0.0207    0.627   0.27    0.00  RECEIVE_OFFER
- 23.258  19.1994  32.6781    0.370   0.27    0.00  FORGED_RCVD_HELO
-  0.006   0.0041   0.0094    0.301   0.27   -0.00  NO_RECEIVED
-  0.032   0.0357   0.0226    0.612   0.27    0.02  HTML_SHOUTING6
-  3.601   4.5243   1.4592    0.756   0.26    0.00  BAYES_50
-  0.015   0.0081   0.0320    0.202   0.26   -0.10  RCVD_IN_BSP_OTHER
-  0.149   0.1776   0.0810    0.687   0.26    0.06  HTML_FONT_FACE_CAPS
-  1.202   1.5281   0.4462    0.774   0.26    0.10  MSGID_FROM_MTA_HEADER
-  0.127   0.1492   0.0753    0.665   0.25    0.00  MORTGAGE_RATES
-  0.039   0.0422   0.0320    0.569   0.25    0.64  REPLY_TO_EMPTY
-  1.583   2.0204   0.5667    0.781   0.25    0.03  UPPERCASE_25_50
-  7.304   7.4264   7.0210    0.514   0.25    0.55  NO_REAL_NAME
-  0.218   0.0600   0.5837    0.093   0.23    0.00  BAYES_40
-  0.520   0.6254   0.2749    0.695   0.22    0.00  HTML_EVENT_UNSAFE
-  5.311   2.5777  11.6546    0.181   0.22   -0.00  SPF_HELO_PASS
-  1.923   2.2638   1.1316    0.667   0.21    0.28  MAILTO_TO_SPAM_ADDR
-  0.221   0.2523   0.1469    0.632   0.21    0.01  BANG_MORE
-  0.810   0.9741   0.4293    0.694   0.19    0.00  REMOVE_PAGE
-  0.382   0.4412   0.2448    0.643   0.19    0.00  WEIRD_PORT
-  2.472   2.7723   1.7755    0.610   0.18    0.00  HTML_BADTAG_00_10
-  0.439   0.5086   0.2768    0.648   0.18    0.19  MISSING_HEADERS
-  0.625   0.7267   0.3897    0.651   0.18    0.00  HTML_IMAGE_RATIO_06
-  1.742   1.9572   1.2427    0.612   0.17    0.00  MIME_HEADER_CTYPE_ONLY
-  0.857   1.0171   0.4839    0.678   0.17    0.04  LOW_PRICE
-  0.071   0.0633   0.0885    0.417   0.16    0.00  BLANK_LINES_90_100
-  0.391   0.4339   0.2918    0.598   0.16    0.00  HTML_IMAGE_RATIO_08
-  0.663   0.7641   0.4274    0.641   0.16    0.00  URI_DIGITS
-  1.368   1.4105   1.2690    0.526   0.13    0.00  HTML_NONELEMENT_00_10
-  0.762   0.8460   0.5667    0.599   0.12    0.00  HTML_NONELEMENT_10_20
-  3.341   2.6239   5.0064    0.344   0.12   -0.00  SPF_PASS
-  1.190   0.9433   1.7642    0.348   0.04    0.00  URI_REDIRECTOR
-  0.413   0.3569   0.5441    0.396   0.00    0.00  TO_ADDRESS_EQ_REAL
+OVERALL    SPAM%     HAM%     S/O    RANK   SCORE  NAME
+      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    2.86  URIBL_JP_SURBL
+ 21.365  33.4800   0.0089    1.000   0.99    2.52  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    4.48  RCVD_FORGED_WROTE
+  9.250  14.4966   0.0000    1.000   0.99    2.74  RCVD_FORGED_WROTE2
+  8.088  12.6744   0.0015    1.000   0.98    1.94  HDR_ORDER_FTSDMCXX_001C
+  7.520  11.7851   0.0000    1.000   0.98    4.50  FH_MSGID_XXBLAH
+ 13.929  21.8226   0.0133    0.999   0.97    1.61  URIBL_AB_SURBL
+  6.420  10.0619   0.0000    1.000   0.97    4.50  HELO_LOCALHOST
+  6.290   9.8562   0.0030    1.000   0.96    0.00  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    2.90  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    3.85  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    2.74  HDR_ORDER_FTSDMCXX_BAT
+  4.414   6.9153   0.0044    0.999   0.95    3.79  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
+ 10.835  16.9680   0.0237    0.999   0.94    1.50  RAZOR2_CF_RANGE_E4_51_100
+  3.376   5.2887   0.0030    0.999   0.94    2.66  CURR_PRICE
+  2.525   3.9577   0.0000    1.000   0.94    4.39  FH_MSGID_000000
+  2.522   3.9527   0.0000    1.000   0.93    3.69  AXB_XMID_OEGOESNULL
+  7.689  12.0378   0.0237    0.998   0.93    0.50  FH_HELO_EQ_D_D_D_D
+  4.539   7.1068   0.0133    0.998   0.93    2.81  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    1.96  URIBL_BLACK
+  2.383   3.7344   0.0000    1.000   0.93    4.29  AXB_XMID_1510
+  2.699   4.2265   0.0059    0.999   0.93    4.20  FORGED_MUA_OUTLOOK
+  4.459   6.9800   0.0148    0.998   0.93    0.53  DYN_RDNS_SHORT_HELO_HTML
+  2.341   3.6697   0.0000    1.000   0.92    4.28  FB_SOFTTABS
+  2.293   3.5941   0.0000    1.000   0.92    3.74  CTYPE_8SPACE_GIF
+  2.350   3.6815   0.0030    0.999   0.92    4.29  FM_DOESNT_SAY_STOCK
+  4.588   7.1790   0.0192    0.997   0.92    2.32  CTYPE_001C_A
+  2.664   4.1694   0.0089    0.998   0.92    2.36  TVD_FW_GRAPHIC_NAME_LONG
+  3.110   4.8672   0.0118    0.998   0.92    2.40  HTML_IMAGE_ONLY_08
+  2.271   3.5580   0.0015    1.000   0.92    1.95  SHORT_TERM_PRICE
+  2.096   3.2851   0.0000    1.000   0.91    4.12  TVD_QUAL_MEDS
+  2.190   3.4312   0.0015    1.000   0.91    0.20  LONG_TERM_PRICE
+  1.993   3.1230   0.0000    1.000   0.91    0.18  STOCK_PRICES
+  2.097   3.2851   0.0015    1.000   0.91    2.80  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    1.62  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    4.20  MID_DEGREES
+  4.063   6.3544   0.0237    0.996   0.90    0.73  SHORT_HELO_AND_INLINE_IMAGE
+  1.709   2.6788   0.0000    1.000   0.90    0.61  FH_HOST_EQ_VERIZON_P
+ 17.627  27.5984   0.0489    0.998   0.90    2.81  RCVD_IN_XBL
+ 19.280  30.1873   0.0503    0.998   0.90    2.13  URIBL_OB_SURBL
+  1.646   2.5797   0.0000    1.000   0.90    3.31  DRUG_ED_GENERIC
+  6.054   9.4690   0.0326    0.997   0.90    0.00  PART_CID_STOCK_LESS
+  1.524   2.3891   0.0000    1.000   0.90    3.31  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    3.79  FH_HOST_ALMOST_IP
+  2.526   3.9477   0.0192    0.995   0.89    1.08  HTML_SHORT_LINK_IMG_1
+  1.475   2.3110   0.0015    0.999   0.89    2.94  FM_LIKE_STOCKS
+  1.383   2.1682   0.0000    1.000   0.89    4.20  HELO_DYNAMIC_SPLIT_IP
+  1.278   2.0028   0.0000    1.000   0.89    4.20  MIME_BOUND_DD_DIGITS
+  1.794   2.8064   0.0089    0.997   0.89    2.80  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    1.53  SUBJ_ILLEGAL_CHARS
+  1.223   1.9172   0.0000    1.000   0.88    4.20  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    0.49  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    1.21  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    1.10  FB_GET_MEDS
+ 20.859  32.6529   0.0666    0.998   0.87    2.10  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    0.65  DRUGS_ERECTILE
+  1.209   1.8920   0.0059    0.997   0.87    2.32  RCVD_HELO_IP_MISMATCH
+  5.619   8.7788   0.0474    0.995   0.87    2.09  RCVD_BAD_ID
+ 58.420  91.5160   0.0755    0.999   0.86    0.00  BAYES_99
+  0.973   1.5250   0.0000    1.000   0.86    2.19  FM_VIAGRA_SPAM1114
+  2.313   3.6084   0.0281    0.992   0.86    1.69  OUTLOOK_3416
+  2.446   3.8150   0.0326    0.992   0.86    1.52  HELO_DYNAMIC_DHCP
+  1.200   1.8760   0.0089    0.995   0.86    3.90  DATE_IN_FUTURE_96_XX
+ 10.621  16.6111   0.0622    0.996   0.86    1.15  PART_CID_STOCK
+  0.892   1.3982   0.0000    1.000   0.86    3.31  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    1.59  FRT_OFFER2
+  2.236   3.4866   0.0311    0.991   0.85    2.37  HTML_IMAGE_ONLY_16
+  0.837   1.3117   0.0000    1.000   0.85    3.34  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    0.25  FM_RATSIGN_1106
+  0.776   1.2160   0.0000    1.000   0.84    0.79  HELO_LH_LD
+  0.765   1.1992   0.0000    1.000   0.84    1.48  ONLINE_PHARMACY
+  1.035   1.6157   0.0118    0.993   0.84    0.41  HTML_SHORT_LINK_IMG_2
+  0.751   1.1773   0.0000    1.000   0.84    3.10  FH_HOST_EQ_DYNAMICIP
+  1.389   2.1640   0.0222    0.990   0.84    1.33  DRUGS_ANXIETY
+  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    3.30  DATE_IN_FUTURE_12_24
+  0.784   1.2252   0.0059    0.995   0.83    2.53  DNS_FROM_RFC_DSN
+  0.673   1.0547   0.0000    1.000   0.83    4.00  FM_ROLEX_ADS
+  0.660   1.0346   0.0000    1.000   0.83    3.90  AXB_XMID_1212
+  0.820   1.2798   0.0089    0.993   0.83    2.29  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    2.25  HTML_IMAGE_ONLY_12
+  0.620   0.9724   0.0000    1.000   0.83    3.62  FH_HELO_ALMOST_IP
+  0.911   1.4192   0.0163    0.989   0.82    2.81  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    0.56  HTML_SHORT_LINK_IMG_3
+  0.599   0.9388   0.0000    1.000   0.82    4.00  WHOIS_AITPRIV
+  1.970   3.0634   0.0415    0.987   0.82    1.28  SUBJECT_NEEDS_ENCODING
+  0.647   1.0111   0.0044    0.996   0.82    2.11  DRUGS_ERECTILE_OBFU
+ 32.274   0.0537  89.0748    0.001   0.82    0.00  BAYES_00
+  0.589   0.9237   0.0000    1.000   0.82    4.00  JM_RCVD_QMAILV1
+  2.568   3.9930   0.0548    0.986   0.82    1.81  HTML_IMAGE_ONLY_20
+  0.594   0.9296   0.0015    0.998   0.82    2.33  KAM_STOCKOTC
+  2.345   3.6462   0.0503    0.986   0.82    0.42  DATE_IN_FUTURE_03_06
+  0.917   1.4242   0.0222    0.985   0.81    2.78  RATWARE_MS_HASH
+  0.585   0.9145   0.0030    0.997   0.81    2.76  BASE64_LENGTH_79_INF
+  0.521   0.8171   0.0000    1.000   0.81    4.00  HELO_DYNAMIC_DIALIN
+  0.803   1.2479   0.0178    0.986   0.81    0.00  BAYES_95
+  0.597   0.9321   0.0059    0.994   0.81    0.89  FB_HG_H_CAP
+  0.532   0.8330   0.0015    0.998   0.81    3.05  FRT_VALIUM1
+  0.504   0.7902   0.0000    1.000   0.81    4.00  FB_REPLIC_CAP
+  2.332   3.6244   0.0533    0.986   0.81    3.20  FROM_LOCAL_NOVOWEL
+  0.614   0.9565   0.0089    0.991   0.81    3.07  FRT_PENIS1
+  0.485   0.7600   0.0000    1.000   0.81    2.33  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    0.00  RCVD_IN_PBL
+  0.471   0.7381   0.0000    1.000   0.80    4.00  FB_ANA_TRIM
+  0.464   0.7272   0.0000    1.000   0.80    0.58  MSGID_YAHOO_CAPS
+  0.491   0.7667   0.0044    0.994   0.80    2.04  URIBL_PH_SURBL
+  0.871   1.3495   0.0266    0.981   0.80    2.12  DNS_FROM_RFC_BOGUSMX
+  0.422   0.6609   0.0000    1.000   0.80    1.99  HS_BODY_UPLOADED_SOFTWARE
+  0.398   0.6231   0.0000    1.000   0.79    3.90  RATWARE_RCVD_PF
+  0.391   0.6122   0.0000    1.000   0.79    1.71  FR_MIDER
+  0.390   0.6105   0.0000    1.000   0.79    2.02  FU_MIDER
+  0.443   0.6911   0.0044    0.994   0.79    1.68  IMPOTENCE
+  0.373   0.5853   0.0000    1.000   0.79    2.81  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    2.20  FAKE_REPLY_C
+  0.478   0.7440   0.0089    0.988   0.79    1.44  ADVANCE_FEE_3
+  0.348   0.5458   0.0000    1.000   0.78    3.56  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    3.21  FORGED_MSGID_YAHOO
+  0.339   0.5307   0.0000    1.000   0.78    3.90  RCVD_DOUBLE_IP_SPAM
+  0.348   0.5442   0.0015    0.997   0.78    1.50  ADVANCE_FEE_4
+  0.346   0.5408   0.0015    0.997   0.78    1.44  TVD_FUZZY_SYMBOL
+  1.238   1.9130   0.0474    0.976   0.78    2.43  DNS_FROM_OPENWHOIS
+  0.880   1.3596   0.0355    0.975   0.78    0.33  BAD_CREDIT
+  1.014   1.5661   0.0415    0.974   0.78    2.32  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    3.90  XMAILER_MIMEOLE_OL_8627E
+  0.324   0.5072   0.0000    1.000   0.77    1.93  FRT_VALIUM2
+  1.096   1.6921   0.0444    0.974   0.77    2.33  SPAMMY_XMAILER
+  0.331   0.5181   0.0015    0.997   0.77    3.90  FB_QUALITY_REPLICA
+  0.420   0.6525   0.0104    0.984   0.77    3.59  TVD_SPACED_SUBJECT_WORD3
+  0.317   0.4963   0.0000    1.000   0.77    0.00  DRUGS_MANYKINDS
+  0.333   0.5198   0.0030    0.994   0.77    0.74  FRT_LEVITRA
+  1.158   1.7878   0.0474    0.974   0.77    3.10  DATE_IN_FUTURE_06_12
+  0.314   0.4921   0.0000    1.000   0.77    3.90  FU_URI_TRACKER_T
+  0.492   0.7617   0.0163    0.979   0.77    2.00  SPF_HELO_NEUTRAL
+  0.795   1.2260   0.0355    0.972   0.77    2.72  TVD_FINGER_02
+  0.295   0.4627   0.0000    1.000   0.77    3.58  XMAILER_MIMEOLE_OL_465CD
+  0.399   0.6189   0.0118    0.981   0.77    2.53  FRT_PRICE
+  0.742   1.1421   0.0355    0.970   0.76    1.41  NO_DNS_FOR_FROM
+  0.911   1.4024   0.0444    0.969   0.76    2.54  URI_NOVOWEL
+  0.505   0.7801   0.0207    0.974   0.76    3.20  RCVD_ILLEGAL_IP
+  0.264   0.4140   0.0000    1.000   0.76    1.03  DATE_SPAMWARE_Y2K
+  0.259   0.4056   0.0000    1.000   0.76    3.79  XMAILER_MIMEOLE_OL_22B61
+  0.296   0.0017   0.8142    0.002   0.76   -1.44  ALL_TRUSTED
+ 13.492  21.0626   0.1451    0.993   0.76    1.00  EXTRA_MPART_TYPE
+  0.256   0.4006   0.0000    1.000   0.76    3.17  HELO_LH_HOME
+  3.166   4.9100   0.0903    0.982   0.76    0.75  RCVD_IN_DSBL
+  0.464   0.7155   0.0207    0.972   0.76    0.62  HTTP_EXCESSIVE_ESCAPES
+  0.257   0.4022   0.0015    0.996   0.76    0.00  MSGID_RANDY
+  0.245   0.3838   0.0000    1.000   0.75    3.80  FS_REPLICAWATCH
+  0.251   0.3930   0.0015    0.996   0.75    3.79  FRT_XANAX1
+  0.237   0.3720   0.0000    1.000   0.75    3.79  HEAD_ILLEGAL_CHARS
+  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    1.46  HTML_IMAGE_ONLY_04
+  0.563   0.0176   1.5233    0.011   0.75    0.00  BAYES_05
+  0.245   0.3829   0.0030    0.992   0.75    1.54  DRUG_ED_CAPS
+  0.229   0.3594   0.0000    1.000   0.75    1.51  NULL_IN_BODY
+  6.990  10.8798   0.1318    0.988   0.75    0.10  FH_HOST_EQ_D_D_D_DB
+  0.371   0.5702   0.0192    0.967   0.75    2.80  WHOIS_PRIVPROT
+  0.247   0.3846   0.0044    0.989   0.74    2.32  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    1.93  UPPERCASE_75_100
+  0.226   0.3544   0.0000    1.000   0.74    1.31  FORGED_MUA_AOL_FROM
+  0.226   0.3544   0.0000    1.000   0.74    2.86  FUZZY_SOFTWARE
+  0.223   0.3493   0.0000    1.000   0.74    2.21  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    2.48  STRONG_BUY
+  0.842   1.2899   0.0518    0.961   0.74    0.00  BAYES_80
+  0.220   0.3443   0.0000    1.000   0.74    3.79  RATWARE_EFROM
+  0.219   0.3426   0.0000    1.000   0.74    3.70  BASE64_LENGTH_78_79
+  0.541   0.8280   0.0355    0.959   0.74    0.54  HTML_FONT_LOW_CONTRAST
+  0.258   0.3980   0.0104    0.975   0.73    1.32  XMAILER_MIMEOLE_OL_3AC1D
+  2.381   3.6798   0.0918    0.976   0.73    2.21  HTML_IMAGE_ONLY_24
+  0.233   0.3611   0.0059    0.984   0.73    3.50  REPTO_OVERQUOTE_THEBAT
+  0.242   0.3745   0.0074    0.981   0.73    3.40  WHOIS_WHOISGUARD
+  0.216   0.3384   0.0000    1.000   0.73    3.79  DIV_CENTER_A_HREF
+  0.726   1.1102   0.0489    0.958   0.73    2.60  INVALID_MSGID
+  0.215   0.3376   0.0000    1.000   0.73    1.26  FH_HELO_EQ_CHARTER
+  0.211   0.3309   0.0000    1.000   0.73    1.11  FM_MANY_DRUG_WORDS
+  0.303   0.4652   0.0178    0.963   0.73    3.10  RCVD_IN_NJABL_SPAM
+ 19.931  31.1144   0.2147    0.993   0.73    2.19  RCVD_IN_SORBS_DUL
+  0.210   0.3267   0.0030    0.991   0.72    2.80  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    3.69  FB_FHARMACY
+  0.234   0.3603   0.0118    0.968   0.72    1.61  BODY_ENHANCEMENT
+  0.266   0.4064   0.0192    0.955   0.72    0.00  FUZZY_VLIUM
+  0.197   0.3073   0.0015    0.995   0.72    2.92  FRT_STRONG1
+  0.223   0.3451   0.0089    0.975   0.72    1.59  REPTO_QUOTE_AOL
+  0.188   0.2948   0.0000    1.000   0.72    3.38  DOS_STOCK_BAT
+  0.208   0.3225   0.0059    0.982   0.72    1.26  SB_GIF_AND_NO_URIS
+  0.193   0.3015   0.0030    0.990   0.71    0.00  URIBL_RED
+  2.721   4.1962   0.1214    0.972   0.71    2.90  TVD_SPACE_RATIO
+  0.184   0.2889   0.0000    1.000   0.71    3.59  FU_END_ET
+  0.290   0.4400   0.0252    0.946   0.71    0.80  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    1.22  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    2.39  FH_BAD_OEV1441
+  0.173   0.2712   0.0000    1.000   0.71    2.22  XMAILER_MIMEOLE_OL_72641
+  2.454   3.7797   0.1170    0.970   0.71    1.65  INVALID_DATE
+  0.177   0.2771   0.0015    0.995   0.71    3.38  UNRESOLVED_TEMPLATE
+  0.189   0.2931   0.0044    0.985   0.71    2.46  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    0.85  SPOOF_COM2OTH
+  1.327   2.0297   0.0873    0.959   0.71    0.00  MISSING_MIMEOLE
+  0.204   0.3149   0.0089    0.973   0.71    2.59  BAD_ENC_HEADER
+  0.169   0.2645   0.0000    1.000   0.70    3.38  FH_DATE_PAST_20XX
+  0.172   0.2687   0.0015    0.995   0.70    1.94  X_IP
+  0.168   0.2637   0.0000    1.000   0.70    2.49  FM_LUX_GIFTS_REDUCED
+  0.210   0.3208   0.0133    0.960   0.70    0.90  SUBJ_BUY
+  0.164   0.2570   0.0000    1.000   0.70    3.59  FB_REF_CODE_SPACE
+  0.648   0.9808   0.0607    0.942   0.70    1.12  FORGED_HOTMAIL_RCVD2
+  0.163   0.2553   0.0000    1.000   0.70    3.59  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    2.87  FH_HELO_ENDS_DOT
+  0.161   0.2528   0.0000    1.000   0.70    1.50  HS_UPLOADED_SOFTWARE
+  0.161   0.2528   0.0000    1.000   0.70    1.43  FS_NEW_SOFT_UPLOAD
+  0.161   0.2528   0.0000    1.000   0.70    0.25  HS_SUBJ_NEW_SOFTWARE
+  0.722   1.0925   0.0681    0.941   0.69    2.80  MIME_BASE64_TEXT
+  0.162   0.2528   0.0015    0.994   0.69    1.78  MILLION_USD
+  0.156   0.2452   0.0000    1.000   0.69    1.91  TVD_VIS_HIDDEN
+  0.213   0.3233   0.0178    0.948   0.69    0.57  HTML_OBFUSCATE_05_10
+  1.226   1.8701   0.0903    0.954   0.69    0.70  MSOE_MID_WRONG_CASE
+  0.642   0.0361   1.7113    0.021   0.69    0.00  BAYES_20
+  0.153   0.2402   0.0000    1.000   0.69    1.21  FH_RE_NEW_DDD
+  0.173   0.2670   0.0074    0.973   0.69    1.37  HTML_TAG_BALANCE_HEAD
+  0.151   0.2368   0.0000    1.000   0.69    1.11  TVD_FLOAT_GENERAL
+  0.156   0.2435   0.0015    0.994   0.69    1.81  JOIN_MILLIONS
+  0.148   0.2326   0.0000    1.000   0.69    3.59  XMAILER_MIMEOLE_OL_4EEDB
+  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    0.91  XMAILER_MIMEOLE_OL_015D5
+  0.147   0.2309   0.0000    1.000   0.69    1.14  XMAILER_MIMEOLE_OL_6554A
+  0.653   0.9833   0.0696    0.934   0.68    2.02  DNS_FROM_AHBL_RHSBL
+  0.717   1.0824   0.0725    0.937   0.68    0.00  BAYES_60
+  0.632   0.9514   0.0681    0.933   0.68    2.05  ADVANCE_FEE_2
+  0.140   0.2200   0.0000    1.000   0.68    3.32  TVD_SECTION
+  0.140   0.2200   0.0000    1.000   0.68    1.61  XMAILER_MIMEOLE_OL_07794
+  0.139   0.2183   0.0000    1.000   0.68    2.76  XMAILER_MIMEOLE_OL_ADFF7
+  0.139   0.2183   0.0000    1.000   0.68    1.50  XMAILER_MIMEOLE_OL_9B90B
+  4.427   6.8179   0.2117    0.970   0.68    1.14  MPART_ALT_DIFF
+  0.139   0.2175   0.0000    1.000   0.68    1.75  XMAILER_MIMEOLE_OL_B30D1
+  0.139   0.2175   0.0000    1.000   0.68    2.74  XMAILER_MIMEOLE_OL_25340
+  0.138   0.2158   0.0000    1.000   0.68    1.77  XMAILER_MIMEOLE_OL_B4B40
+  0.161   0.2477   0.0074    0.971   0.68    3.31  FUZZY_XPILL
+  0.137   0.2150   0.0000    1.000   0.68    1.86  XMAILER_MIMEOLE_OL_4F240
+  0.137   0.2141   0.0000    1.000   0.68    0.51  XMAILER_MIMEOLE_OL_3857F
+  0.137   0.2141   0.0000    1.000   0.68    3.50  FAKE_OUTBLAZE_RCVD
+  0.147   0.2284   0.0030    0.987   0.68    3.42  TVD_ACT_193
+  1.435   2.1850   0.1140    0.950   0.68    1.05  HTML_MIME_NO_HTML_TAG
+  0.136   0.2133   0.0000    1.000   0.68    0.63  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    1.16  LOW_PRICE
+  0.134   0.2108   0.0000    1.000   0.67    2.22  XMAILER_MIMEOLE_OL_F3B05
+  0.233   0.3468   0.0311    0.918   0.67    0.71  BODY_ENHANCEMENT2
+  1.300   1.9734   0.1125    0.946   0.67    1.52  HTML_IMAGE_ONLY_28
+  0.132   0.2074   0.0000    1.000   0.67    2.09  XMAILER_MIMEOLE_OL_CF0C0
+  0.131   0.2049   0.0000    1.000   0.67    0.44  XMAILER_MIMEOLE_OL_4BF4C
+  0.130   0.2041   0.0000    1.000   0.67    2.31  XMAILER_MIMEOLE_OL_C65FA
+  0.266   0.3930   0.0415    0.905   0.67    0.49  UPPERCASE_50_75
+  0.130   0.2032   0.0000    1.000   0.67    3.50  XMAILER_MIMEOLE_OL_F6D01
+  0.355   0.5257   0.0533    0.908   0.67    0.25  HTML_FONT_SIZE_HUGE
+  0.129   0.2024   0.0000    1.000   0.67    3.09  XMAILER_MIMEOLE_OL_FF5C8
+  0.129   0.2015   0.0000    1.000   0.66    1.45  XMAILER_MIMEOLE_OL_5B79A
+  0.134   0.2083   0.0030    0.986   0.66    0.62  FS_NEW_XXX
+  0.128   0.2007   0.0000    1.000   0.66    3.59  FORGED_MUA_OIMO
+  0.219   0.3258   0.0311    0.913   0.66    0.17  RCVD_IN_SORBS_SOCKS
+  0.127   0.1990   0.0000    1.000   0.66    3.50  X_MESSAGE_INFO
+  0.275   0.4056   0.0459    0.898   0.66    1.63  DATE_IN_PAST_24_48
+  0.200   0.2981   0.0266    0.918   0.66    1.88  MPART_ALT_DIFF_COUNT
+  0.126   0.1982   0.0000    1.000   0.66    3.60  XMAILER_MIMEOLE_OL_58CB5
+  0.125   0.1957   0.0000    1.000   0.66    0.00  FRT_XANAX2
+  0.124   0.1940   0.0000    1.000   0.66    1.68  DRUGS_SLEEP_EREC
+  0.124   0.1940   0.0000    1.000   0.66    2.72  FB_ODD_SPACED_MONEY
+  1.004   1.5157   0.1007    0.938   0.66    1.27  HTML_IMAGE_ONLY_32
+  0.160   0.2427   0.0148    0.943   0.66    0.13  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    2.00  GAPPY_SUBJECT
+  0.121   0.1889   0.0000    1.000   0.66    3.50  HELO_DYNAMIC_HOME_NL
+  3.992   6.1251   0.2309    0.964   0.66    2.60  RCVD_NUMERIC_HELO
+  0.132   0.2041   0.0059    0.972   0.65    2.73  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    0.00  RCVD_DOUBLE_IP_LOOSE
+  0.123   0.1915   0.0030    0.985   0.65    3.20  LONGWORDS
+  0.133   0.2041   0.0074    0.965   0.65    2.06  FORGED_MUA_IMS
+ 20.479  31.8761   0.3879    0.988   0.65    2.47  URIBL_SBL
+  0.392   0.5786   0.0637    0.901   0.65    0.00  FUZZY_VPILL
+  0.114   0.1780   0.0015    0.992   0.65    3.40  HEADER_SPAM
+  0.110   0.1721   0.0000    1.000   0.65    2.38  FR_ALMOST_VIAG2
+  0.130   0.1999   0.0074    0.964   0.65    3.20  WHOIS_REGISTERFLY
+  0.108   0.1688   0.0000    1.000   0.65    2.05  FORGED_IMS_HTML
+  0.241   0.3527   0.0444    0.888   0.65    2.11  DEAR_SOMETHING
+  0.137   0.2083   0.0118    0.946   0.65    0.43  TVD_RCVD_SINGLE
+  0.107   0.1671   0.0000    1.000   0.65    0.78  FUZZY_MERIDIA
+  2.447   3.7100   0.2191    0.944   0.64    1.85  DATE_IN_PAST_06_12
+  0.106   0.1654   0.0000    1.000   0.64    1.98  XMAILER_MIMEOLE_OL_C9068
+  1.760   2.6528   0.1850    0.935   0.64    0.99  SPF_FAIL
+  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    3.40  FB_GAPPY_ADDRESS
+  0.101   0.1587   0.0000    1.000   0.64    2.19  MIME_BAD_ISO_CHARSET
+  0.204   0.2990   0.0370    0.890   0.64    1.24  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    2.38  RATWARE_EGROUPS
+  0.098   0.1528   0.0000    1.000   0.64    0.13  DRUG_DOSAGE
+ 20.340  31.6015   0.4885    0.985   0.63    2.07  FH_HOST_EQ_D_D_D_D
+  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    0.96  FUZZY_AMBIEN
+  0.100   0.1554   0.0030    0.981   0.63    3.20  SUSPICIOUS_RECIPS
+  1.502   2.2489   0.1865    0.923   0.63    1.69  RCVD_IN_NJABL_PROXY
+  0.093   0.1453   0.0000    1.000   0.63    1.03  FUZZY_OFFERS
+  0.110   0.1680   0.0074    0.958   0.63    1.69  TVD_RATWARE_MSGID_02
+  0.577   0.0504   1.5056    0.032   0.63    0.00  BAYES_40
+  0.090   0.1411   0.0000    1.000   0.63    2.76  NO_PRESCRIPTION
+  0.090   0.1411   0.0000    1.000   0.63    3.30  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    0.84  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    2.67  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
+  0.087   0.1360   0.0000    1.000   0.63    2.10  RATWARE_OE_MALFORMED
+  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    0.67  URG_BIZ
+  0.086   0.1344   0.0000    1.000   0.62    1.02  FORGED_MUA_THEBAT_BOUN
+  0.086   0.0000   0.2369    0.000   0.62   -0.00  RCVD_IN_IADB_EDDB
+  0.095   0.1461   0.0044    0.971   0.62    0.93  XMAILER_MIMEOLE_OL_C7C33
+  0.085   0.1335   0.0000    1.000   0.62    2.82  STOX_AND_PRICE
+  0.085   0.1335   0.0000    1.000   0.62    3.30  FUZZY_MORTGAGE
+  0.599   0.8851   0.0933    0.905   0.62    0.00  HTTP_ESCAPED_HOST
+  0.084   0.1318   0.0000    1.000   0.62    3.18  DATE_IN_FUTURE_48_96
+  0.093   0.1436   0.0044    0.970   0.62    2.21  FROM_BLANK_NAME
+  0.100   0.1520   0.0074    0.954   0.62    0.11  RATWARE_OUTLOOK_NONAME
+  0.108   0.1629   0.0104    0.940   0.62    1.67  FORGED_MUA_EUDORA
+  0.102   0.0050   0.2724    0.018   0.62   -1.00  RCVD_IN_DNSWL_LOW
+  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    0.84  MISSING_SUBJECT
+  0.082   0.1285   0.0000    1.000   0.62    1.54  FM_SCHOOLING
+  0.096   0.1470   0.0074    0.952   0.62    1.64  MSGID_SPAM_LETTERS
+  0.081   0.1276   0.0000    1.000   0.62    2.15  TT_OBSCURED_VIAGRA
+  0.083   0.1293   0.0015    0.989   0.62    3.30  SUBJECT_FUZZY_VPILL
+  0.080   0.1260   0.0000    1.000   0.62    2.41  FORGED_THEBAT_HTML
+  0.092   0.1402   0.0059    0.959   0.62    3.20  HTML_OBFUSCATE_10_20
+  0.098   0.1486   0.0089    0.944   0.62    1.09  HTML_EXTRA_CLOSE
+  0.079   0.1234   0.0000    1.000   0.61    0.02  FS_TIP_DDD
+  0.078   0.1226   0.0000    1.000   0.61    3.30  MSGID_DOLLARS_RANDOM
+  0.076   0.1184   0.0000    1.000   0.61    3.20  AXB_XR_STULDAP
+  0.095   0.1444   0.0089    0.942   0.61    0.31  REPTO_QUOTE_IMS
+  1.057   1.5594   0.1717    0.901   0.61    1.53  SPF_HELO_SOFTFAIL
+  0.242   0.3460   0.0592    0.854   0.61    1.17  US_DOLLARS_3
+  0.074   0.1167   0.0000    1.000   0.61    2.46  FB_NO_SCRIP_NEEDED
+  2.815   4.2449   0.2931    0.935   0.61    1.39  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    1.80  SORTED_RECIPS
+  0.123   0.1805   0.0207    0.897   0.61    1.82  HTML_COMMENT_SAVED_URL
+  0.073   0.1142   0.0000    1.000   0.61    1.58  FORGED_IMS_TAGS
+  0.093   0.1402   0.0089    0.940   0.61    1.13  NA_DOLLARS
+  0.076   0.1176   0.0015    0.988   0.61    3.20  FRT_SEXUAL
+  0.072   0.1134   0.0000    1.000   0.61    0.88  FS_OBFU_PRMCY
+  0.071   0.1117   0.0000    1.000   0.61    1.76  FB_IMPRESS_GIRL
+  0.070   0.1100   0.0000    1.000   0.61    2.49  FM_MULTI_LUX_GIFTS
+  0.248   0.3527   0.0637    0.847   0.61    0.98  RCVD_IN_WHOIS_INVALID
+  0.070   0.1092   0.0000    1.000   0.61    3.20  FH_MSGID_XXX
+  2.570   3.8629   0.2902    0.930   0.60    0.65  SPF_SOFTFAIL
+  0.080   0.1226   0.0044    0.965   0.60    2.09  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    2.57  FM_FAKE_HELO_VERIZON
+  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    1.20  FB_EMAIL_HIER
+  0.776   1.1353   0.1436    0.888   0.60    0.73  REPTO_QUOTE_YAHOO
+  0.070   0.1092   0.0015    0.987   0.60    0.34  SPOOF_COM2COM
+  0.065   0.1016   0.0000    1.000   0.60    2.69  REPTO_QUOTE_MSN
+  0.103   0.1520   0.0163    0.903   0.60    0.81  HTML_TITLE_SUBJ_DIFF
+  0.130   0.1889   0.0266    0.876   0.60    2.70  DEAR_FRIEND
+  0.064   0.0999   0.0000    1.000   0.60    1.64  FORGED_AOL_TAGS
+  0.063   0.0983   0.0000    1.000   0.60    1.84  FORGED_QUALCOMM_TAGS
+  0.062   0.0974   0.0000    1.000   0.60    1.05  XMAILER_MIMEOLE_OL_EF20B
+  0.062   0.0974   0.0000    1.000   0.60    1.11  XMAILER_MIMEOLE_OL_7533E
+  0.062   0.0974   0.0000    1.000   0.60    3.20  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    1.62  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    0.00  HTTP_77
+  0.178   0.2519   0.0474    0.842   0.59    2.20  FH_FROMEML_NOTLD
+  0.062   0.0966   0.0015    0.985   0.59    1.31  SUBJECT_FUZZY_PENIS
+  0.059   0.0932   0.0000    1.000   0.59    2.75  HTML_OBFUSCATE_20_30
+  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    0.00  FRT_STRONG2
+  0.661   0.9573   0.1392    0.873   0.59    0.61  SPF_HELO_FAIL
+  0.057   0.0899   0.0000    1.000   0.59    1.45  RCVD_MAIL_COM
+  0.063   0.0974   0.0030    0.971   0.59    2.46  FUZZY_PRICES
+  0.057   0.0890   0.0000    1.000   0.59    3.10  FM_MORTGAGE5PLUS
+  1.479   2.1834   0.2383    0.902   0.59    0.34  DIET_1
+  0.062   0.0957   0.0030    0.970   0.59    2.52  TVD_APPROVED

[... 568 lines stripped ...]


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