STATISTICS REPORT FOR SPAMASSASSIN RULESET

Classification success on test corpora, at default threshold:

# SUMMARY for threshold 5.0:
# Correctly non-spam: 193032  72.62%  (99.89% of non-spam corpus)
# Correctly spam:      69125  26.01%  (95.26% of spam corpus)
# False positives:       212  0.08%  (0.11% of nonspam,   4853 weighted)
# False negatives:      3439  1.29%  (4.74% of spam,  10717 weighted)
# Average score for spam:  19.7    nonspam: -13.2
# Average for false-pos:   6.1  false-neg: 3.1
# TOTAL:              265808  100.00%

Results on test corpora at various alternative thresholds:

# SUMMARY for threshold -4.0:
# Correctly non-spam: 161085  60.60%  (83.36% of non-spam corpus)
# Correctly spam:      72533  27.29%  (99.96% of spam corpus)
# False positives:     32159  12.10%  (16.64% of nonspam,  49737 weighted)
# False negatives:        31  0.01%  (0.04% of spam,   -233 weighted)

# SUMMARY for threshold -3.0:
# Correctly non-spam: 163179  61.39%  (84.44% of non-spam corpus)
# Correctly spam:      72524  27.28%  (99.94% of spam corpus)
# False positives:     30065  11.31%  (15.56% of nonspam,  77376 weighted)
# False negatives:        40  0.02%  (0.06% of spam,   -265 weighted)

# SUMMARY for threshold -2.0:
# Correctly non-spam: 163979  61.69%  (84.86% of non-spam corpus)
# Correctly spam:      72513  27.28%  (99.93% of spam corpus)
# False positives:     29265  11.01%  (15.14% of nonspam,  85006 weighted)
# False negatives:        51  0.02%  (0.07% of spam,   -293 weighted)

# SUMMARY for threshold -1.0:
# Correctly non-spam: 167566  63.04%  (86.71% of non-spam corpus)
# Correctly spam:      72492  27.27%  (99.90% of spam corpus)
# False positives:     25678  9.66%  (13.29% of nonspam, 102503 weighted)
# False negatives:        72  0.03%  (0.10% of spam,   -321 weighted)

# SUMMARY for threshold 0.0:
# Correctly non-spam: 171860  64.66%  (88.93% of non-spam corpus)
# Correctly spam:      72454  27.26%  (99.85% of spam corpus)
# False positives:     21384  8.04%  (11.07% of nonspam, 107927 weighted)
# False negatives:       110  0.04%  (0.15% of spam,   -335 weighted)

# SUMMARY for threshold 1.0:
# Correctly non-spam: 184269  69.32%  (95.36% of non-spam corpus)
# Correctly spam:      72181  27.16%  (99.47% of spam corpus)
# False positives:      8975  3.38%  (4.64% of nonspam,  82185 weighted)
# False negatives:       383  0.14%  (0.53% of spam,   -208 weighted)

# SUMMARY for threshold 2.0:
# Correctly non-spam: 188084  70.76%  (97.33% of non-spam corpus)
# Correctly spam:      71813  27.02%  (98.97% of spam corpus)
# False positives:      5160  1.94%  (2.67% of nonspam,  60981 weighted)
# False negatives:       751  0.28%  (1.03% of spam,    366 weighted)

# SUMMARY for threshold 3.0:
# Correctly non-spam: 191128  71.90%  (98.91% of non-spam corpus)
# Correctly spam:      71211  26.79%  (98.14% of spam corpus)
# False positives:      2116  0.80%  (1.09% of nonspam,  32604 weighted)
# False negatives:      1353  0.51%  (1.86% of spam,   1883 weighted)

# SUMMARY for threshold 4.0:
# Correctly non-spam: 192322  72.35%  (99.52% of non-spam corpus)
# Correctly spam:      70474  26.51%  (97.12% of spam corpus)
# False positives:       922  0.35%  (0.48% of nonspam,  17054 weighted)
# False negatives:      2090  0.79%  (2.88% of spam,   4515 weighted)

# SUMMARY for threshold 4.5:
# Correctly non-spam: 192635  72.47%  (99.68% of non-spam corpus)
# Correctly spam:      69947  26.31%  (96.39% of spam corpus)
# False positives:       609  0.23%  (0.32% of nonspam,  12079 weighted)
# False negatives:      2617  0.98%  (3.61% of spam,   6771 weighted)

# SUMMARY for threshold 5.5:
# Correctly non-spam: 193103  72.65%  (99.93% of non-spam corpus)
# Correctly spam:      68167  25.65%  (93.94% of spam corpus)
# False positives:       141  0.05%  (0.07% of nonspam,   3471 weighted)
# False negatives:      4397  1.65%  (6.06% of spam,  15748 weighted)

# SUMMARY for threshold 6.0:
# Correctly non-spam: 193156  72.67%  (99.95% of non-spam corpus)
# Correctly spam:      67411  25.36%  (92.90% of spam corpus)
# False positives:        88  0.03%  (0.05% of nonspam,   2330 weighted)
# False negatives:      5153  1.94%  (7.10% of spam,  20105 weighted)

# SUMMARY for threshold 6.5:
# Correctly non-spam: 193191  72.68%  (99.97% of non-spam corpus)
# Correctly spam:      66528  25.03%  (91.68% of spam corpus)
# False positives:        53  0.02%  (0.03% of nonspam,   1516 weighted)
# False negatives:      6036  2.27%  (8.32% of spam,  25627 weighted)

# SUMMARY for threshold 7.0:
# Correctly non-spam: 193210  72.69%  (99.98% of non-spam corpus)
# Correctly spam:      65344  24.58%  (90.05% of spam corpus)
# False positives:        34  0.01%  (0.02% of nonspam,   1039 weighted)
# False negatives:      7220  2.72%  (9.95% of spam,  33648 weighted)

# SUMMARY for threshold 8.0:
# Correctly non-spam: 193229  72.69%  (99.99% of non-spam corpus)
# Correctly spam:      63121  23.75%  (86.99% of spam corpus)
# False positives:        15  0.01%  (0.01% of nonspam,    503 weighted)
# False negatives:      9443  3.55%  (13.01% of spam,  50353 weighted)

# SUMMARY for threshold 9.0:
# Correctly non-spam: 193240  72.70%  (100.00% of non-spam corpus)
# Correctly spam:      60588  22.79%  (83.50% of spam corpus)
# False positives:         4  0.00%  (0.00% of nonspam,    156 weighted)
# False negatives:     11976  4.51%  (16.50% of spam,  71945 weighted)

# SUMMARY for threshold 10.0:
# Correctly non-spam: 193242  72.70%  (100.00% of non-spam corpus)
# Correctly spam:      57253  21.54%  (78.90% of spam corpus)
# False positives:         2  0.00%  (0.00% of nonspam,     85 weighted)
# False negatives:     15311  5.76%  (21.10% of spam, 103515 weighted)

# SUMMARY for threshold 12.0:
# Correctly non-spam: 193244  72.70%  (100.00% of non-spam corpus)
# Correctly spam:      51244  19.28%  (70.62% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:     21320  8.02%  (29.38% of spam, 169635 weighted)

# SUMMARY for threshold 15.0:
# Correctly non-spam: 193244  72.70%  (100.00% of non-spam corpus)
# Correctly spam:      42569  16.01%  (58.66% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:     29995  11.28%  (41.34% of spam, 286501 weighted)

# SUMMARY for threshold 17.0:
# Correctly non-spam: 193244  72.70%  (100.00% of non-spam corpus)
# Correctly spam:      37373  14.06%  (51.50% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:     35191  13.24%  (48.50% of spam, 369607 weighted)

# SUMMARY for threshold 20.0:
# Correctly non-spam: 193244  72.70%  (100.00% of non-spam corpus)
# Correctly spam:      30475  11.47%  (42.00% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:     42089  15.83%  (58.00% of spam, 496971 weighted)


Test hit frequencies, for spam and nonspam corpora:
(note: S/O indicates ratio of spam hits to overall hits for
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
 265808    72564   193244    0.273   0.00    0.00  (all messages)
100.000  27.2994  72.7006    0.273   0.00    0.00  (all messages as %)
 12.423  45.4302   0.0290    0.999   1.00    4.13  BAYES_90
 28.826   0.0124  39.6463    0.000   0.99   -6.60  BAYES_01
 18.991   0.0096  26.1183    0.000   0.97   -6.50  EMAIL_ATTRIBUTION
  6.571  24.0684   0.0010    1.000   0.97    4.40  MSGID_OUTLOOK_TIME
 17.696   0.0055  24.3392    0.000   0.97   -6.50  REFERENCES
 14.215   0.0028  19.5514    0.000   0.96   -6.40  REPLY_WITH_QUOTES
 22.205   0.2343  30.4553    0.008   0.95   -3.20  QUOTED_EMAIL_TEXT
 11.186   0.0014  15.3857    0.000   0.95   -6.40  BAYES_10
  4.145  15.1687   0.0057    1.000   0.95    4.30  BAYES_80
  9.075   0.0014  12.4816    0.000   0.95   -6.40  BAYES_00
 23.603   0.3431  32.3374    0.011   0.95   -0.60  IN_REP_TO
  2.971  10.8842   0.0000    1.000   0.95    4.30  MSGID_SPAMSIGN_ZEROES
  2.957  10.8318   0.0000    1.000   0.95    4.30  MSGID_SPAMSIGN_6LETTER
  2.975  10.8856   0.0047    1.000   0.95    4.30  MSGID_OE_SPAM_4ZERO
  2.543   9.3090   0.0021    1.000   0.94    4.30  INVALID_DATE_TZ_ABSURD
  2.354   8.6241   0.0000    1.000   0.94    4.30  MIME_ODD_CASE
  2.304   8.4394   0.0005    1.000   0.94    4.30  BAYES_99
  7.124   0.0124   9.7949    0.001   0.94   -5.80  GROUPS_YAHOO_1
  5.888   0.0069   8.0965    0.001   0.94   -5.80  BAYES_20
  1.849   6.7678   0.0021    1.000   0.94    4.30  HEADER_8BITS
  1.535   5.6226   0.0000    1.000   0.94    4.30  SUBJ_FULL_OF_8BITS
  1.645   6.0223   0.0016    1.000   0.94    4.30  FORGED_AOL_RCVD
  2.649   9.6411   0.0228    0.998   0.94    1.10  HTML_LINK_CLICK_CAPS
  3.503   0.0000   4.8188    0.000   0.94   -6.30  ORIGINAL_MESSAGE
  2.984   0.0000   4.1047    0.000   0.94   -6.30  USER_AGENT_MUTT
  1.112   4.0723   0.0005    1.000   0.94    4.30  X_LIST_UNSUBSCRIBE
 16.870  57.4445   1.6337    0.972   0.94    0.10  MIME_HTML_ONLY
  1.512   5.5234   0.0052    0.999   0.94    1.10  FORGED_HOTMAIL_RCVD
  0.978   3.5817   0.0000    1.000   0.94    4.30  KOREAN_UCE_SUBJECT
  3.045   0.0014   4.1885    0.000   0.94   -6.30  USER_AGENT_KMAIL
  3.242  11.7427   0.0497    0.996   0.93    1.86  BASE64_ENC_TEXT
  1.211   4.4306   0.0026    0.999   0.93    1.10  FROM_HAS_MIXED_NUMS2
  0.827   3.0277   0.0000    1.000   0.93    4.30  WITH_LC_SMTP
  0.970   3.5486   0.0016    1.000   0.93    4.30  FROM_OFFERS
  1.027   3.7567   0.0021    0.999   0.93    4.24  REMOVE_POSTAL
  0.677   2.4806   0.0000    1.000   0.93    4.30  CONFIRMED_FORGED
  1.530   5.5813   0.0093    0.998   0.93    1.66  HTML_IMAGE_ONLY_02
  0.615   2.2518   0.0000    1.000   0.93    4.30  EXCUSE_24
  0.577   2.1154   0.0000    1.000   0.93    4.30  X_X_PRESENT
  0.570   2.0878   0.0000    1.000   0.93    4.30  MULTI_FORGED
  2.995  10.8442   0.0481    0.996   0.93    2.64  BAYES_70
  3.541   0.0069   4.8679    0.001   0.93   -5.70  USER_AGENT_PINE
  0.526   1.9266   0.0000    1.000   0.93    4.30  FAKED_UNDISC_RECIPS
  0.500   1.8315   0.0000    1.000   0.93    4.30  REMOVE_RESPECT
  0.403   1.4773   0.0000    1.000   0.93    4.30  HTML_COMMENT_SKY
  0.397   1.4553   0.0000    1.000   0.93    4.30  BANG_OPRAH
  0.371   1.3588   0.0000    1.000   0.93    4.30  DATE_YEAR_ZERO_FIRST
  0.360   1.3175   0.0000    1.000   0.93    4.30  FINANCIAL
  1.764   0.0014   2.4265    0.001   0.93   -5.70  USER_AGENT_MOZILLA_UA
  0.340   1.2472   0.0000    1.000   0.93    4.30  DAILY_PXE
  0.312   1.1411   0.0000    1.000   0.93    4.30  WRINKLES
  0.279   1.0212   0.0000    1.000   0.93    4.30  UNDER_BILL_1618
  0.267   0.9784   0.0000    1.000   0.93    2.90  X_PRECEDENCE_REF
  0.253   0.9275   0.0000    1.000   0.93    2.90  LOSE_POUNDS
  0.247   0.9040   0.0000    1.000   0.93    2.90  RATWARE_OE_PI
  0.621   2.2697   0.0016    0.999   0.93    2.64  BTAMAIL_URL
  0.245   0.8958   0.0000    1.000   0.93    2.90  COPY_ACCURATELY
  0.240   0.8778   0.0000    1.000   0.93    2.90  INVALUABLE_MARKETING
  0.238   0.8723   0.0000    1.000   0.93    2.90  FORGED_MX_HOTMAIL
  0.234   0.8558   0.0000    1.000   0.93    2.90  ORDER_REPORT
  0.608   0.0000   0.8362    0.000   0.93   -6.30  PGP_SIGNATURE_2
  0.522   1.9100   0.0010    0.999   0.93    1.89  BILL_1618
  0.520   1.9018   0.0010    0.999   0.93    4.30  ADVERT_CODE
  0.219   0.8021   0.0000    1.000   0.93    2.90  DAILY_PL
  0.407   1.4883   0.0005    1.000   0.93    4.30  FORGED_MUA_AOL
  0.207   0.7593   0.0000    1.000   0.93    2.90  JODY
  0.551   0.0000   0.7581    0.000   0.93   -6.30  USER_AGENT_XIMIAN
  0.533   0.0000   0.7333    0.000   0.93   -6.30  HABEAS_SWE
  3.038  10.9779   0.0569    0.995   0.93    1.10  SUBJ_HAS_SPACES
  0.191   0.6987   0.0000    1.000   0.93    2.90  UCE_MAIL_ACT
  0.190   0.6973   0.0000    1.000   0.93    2.90  EXCUSE_4
  0.184   0.6753   0.0000    1.000   0.93    2.90  EXCUSE_22
  0.181   0.6642   0.0000    1.000   0.93    2.90  EXCUSE_23
  0.175   0.6394   0.0000    1.000   0.93    2.90  HR_3113
  0.167   0.6119   0.0000    1.000   0.93    2.90  OBSCURED_EMAIL
  0.164   0.5995   0.0000    1.000   0.93    2.90  X_ENC_PRESENT
  0.162   0.5940   0.0000    1.000   0.93    2.90  X_STORMPOST_TO
  0.162   0.5940   0.0000    1.000   0.93    2.90  RATWARE_STORM
  0.370   1.3547   0.0005    1.000   0.93    4.30  EXCUSE_21
  0.161   0.5912   0.0000    1.000   0.93    2.90  X_VMP_TEXT
  0.155   0.5678   0.0000    1.000   0.93    2.90  RECEIVE_EMAIL
  0.154   0.5636   0.0000    1.000   0.93    2.90  REFINANCE_NOW
  0.138   0.5058   0.0000    1.000   0.93    2.90  USERNAME_IN_SUBJECT
  0.364   0.0000   0.5009    0.000   0.93   -6.30  SIGNATURE_LONG_DENSE
  0.134   0.4892   0.0000    1.000   0.93    2.90  FROM_NUM_AT_WEBMAIL
  0.126   0.4630   0.0000    1.000   0.93    2.90  NOT_ADVISOR
  0.126   0.4630   0.0000    1.000   0.93    2.90  RATWARE_OE_MALFORMED
  0.121   0.4424   0.0000    1.000   0.93    2.90  HIDDEN_ASSETS
  0.114   0.4189   0.0000    1.000   0.93    2.90  NOT_INTENDED
  0.292   0.0000   0.4010    0.000   0.93   -2.90  PATCH_UNIFIED_DIFF
  0.109   0.3983   0.0000    1.000   0.93    2.90  PORN_MEMBERSHIP
  0.104   0.3817   0.0000    1.000   0.93    2.90  TO_TXT
  0.277   0.0000   0.3809    0.000   0.93   -2.90  BUGZILLA_BUG
  0.104   0.3804   0.0000    1.000   0.93    2.90  RATWARE_GROUPMAIL
  0.103   0.3762   0.0000    1.000   0.93    2.90  RATWARE_JPFREE
  0.102   0.3748   0.0000    1.000   0.93    2.90  THIS_IS_AN_AD
  0.096   0.3514   0.0000    1.000   0.93    2.90  NONEXISTENT_CHARSET
  0.096   0.3500   0.0000    1.000   0.93    2.90  PREST_NON_ACCREDITED
  0.095   0.3487   0.0000    1.000   0.93    2.90  MIME_BOUND_MANY_HEX
  0.252   0.0000   0.3462    0.000   0.93   -2.90  USER_AGENT_GNUS_UA
  0.091   0.3335   0.0000    1.000   0.93    2.90  MIME_BOUND_OPTIN
  0.088   0.3225   0.0000    1.000   0.93    2.90  SUBJ_GUARANTEED
  0.087   0.3170   0.0000    1.000   0.93    2.90  HTML_COMMENT_8BITS
  0.085   0.3128   0.0000    1.000   0.93    2.90  RATWARE_FLOAT
  0.079   0.2908   0.0000    1.000   0.93    2.90  DIG_UP_INFO
  0.078   0.2866   0.0000    1.000   0.93    2.90  BTAMAIL_HEADER
  0.077   0.2825   0.0000    1.000   0.93    2.90  YOU_CAN_SEARCH
  0.077   0.2825   0.0000    1.000   0.93    2.90  USE_IDENTITY
  0.073   0.2674   0.0000    1.000   0.93    2.90  NO_CREDIT_CHECK
  0.073   0.2674   0.0000    1.000   0.93    2.90  OUR_AFFILIATE_PARTNERS
  0.070   0.2563   0.0000    1.000   0.93    2.90  NOT_MLM
  0.069   0.2522   0.0000    1.000   0.93    2.90  RCVD_BY_QVES_COM
  0.065   0.2384   0.0000    1.000   0.93    2.90  INTL_DRIVERS_LICENSE
  0.065   0.2370   0.0000    1.000   0.93    2.90  TAKE_ACTION_NOW
  0.058   0.2108   0.0000    1.000   0.93    2.90  FORGED_TELESP_RCVD
  0.057   0.2081   0.0000    1.000   0.93    2.90  FAKED_IP_IN_RCVD
  0.056   0.2040   0.0000    1.000   0.93    2.90  HTML_SHOUTING8
  0.056   0.2040   0.0000    1.000   0.93    2.90  CBYI
  0.055   0.2026   0.0000    1.000   0.93    2.90  VIAGRA_COMBO
  0.055   0.2012   0.0000    1.000   0.93    2.90  RATWARE_IMKTG
  0.055   0.2012   0.0000    1.000   0.93    2.90  EASY_TERMS
  0.054   0.1984   0.0000    1.000   0.93    2.90  RATWARE_VC_IPA
  0.054   0.1984   0.0000    1.000   0.93    2.90  MSGID_3_DOLLARS
  0.052   0.1916   0.0000    1.000   0.93    2.90  READ_TO_END
  0.050   0.1847   0.0000    1.000   0.93    2.90  MIME_BOUND_HASHES
  0.050   0.1833   0.0000    1.000   0.93    2.90  MEGA_SITE
  0.050   0.1833   0.0000    1.000   0.93    2.90  RECEIVED_IDENT_SQUID
  0.050   0.1833   0.0000    1.000   0.93    2.90  FORGED_GW05_RCVD
  0.050   0.1819   0.0000    1.000   0.93    2.90  CHINA_URL
  0.049   0.1792   0.0000    1.000   0.93    2.90  COMPLAIN_TO
  0.046   0.1681   0.0000    1.000   0.93    2.90  MORTGAGE_WAITING
  0.045   0.1654   0.0000    1.000   0.93    2.90  CABLE_CONVERTER
  0.045   0.1654   0.0000    1.000   0.93    2.90  MSGID_SPAMSIGN_1
  0.045   0.1640   0.0000    1.000   0.93    2.90  OUR_STRICT_ANTI
  0.042   0.1530   0.0000    1.000   0.93    2.90  RATWARE_POWERC
  0.041   0.1502   0.0000    1.000   0.93    2.90  LOTS_OF_CC_LINES
  0.109   0.0000   0.1496    0.000   0.93   -2.90  USER_AGENT_FORTE
  0.039   0.1419   0.0000    1.000   0.93    2.90  MIME_BOUND_TEP
  0.038   0.1406   0.0000    1.000   0.93    2.90  E_MAILPROMO_URL
  0.037   0.1351   0.0000    1.000   0.93    2.90  RATWARE_JIXING
  0.036   0.1337   0.0000    1.000   0.93    2.90  SUBJ_YOUR_FAMILY
  0.035   0.1282   0.0000    1.000   0.93    2.90  GENTLE_FEROCITY
  0.035   0.1282   0.0000    1.000   0.93    2.90  EXCUSE_20
  0.034   0.1254   0.0000    1.000   0.93    2.90  RATWARE_EVAMAIL
  0.033   0.1227   0.0000    1.000   0.93    2.90  VJESTIKA
  0.033   0.1213   0.0000    1.000   0.93    2.90  CHINA_HEADER
  0.033   0.1199   0.0000    1.000   0.93    2.90  WE_HATE_SPAM
  0.032   0.1158   0.0000    1.000   0.93    2.90  X_MIME_KEY
  0.031   0.1144   0.0000    1.000   0.93    2.90  NEVER_ANOTHER
  0.031   0.1130   0.0000    1.000   0.93    2.90  OUR_OVERWHELMING_GROWTH
  0.030   0.1116   0.0000    1.000   0.93    2.90  RATWARE_MMAILER
  0.030   0.1089   0.0000    1.000   0.93    2.90  KIFF
  0.030   0.1089   0.0000    1.000   0.93    2.90  SUBJ_HAS_TIME_ID
  0.029   0.1061   0.0000    1.000   0.93    2.90  HTML_ALL_CAPS
  0.029   0.1061   0.0000    1.000   0.93    2.90  RATWARE_SCREWUP_1
  0.029   0.1047   0.0000    1.000   0.93    2.90  MARKUP_RAND
  0.028   0.1034   0.0000    1.000   0.93    2.90  HR_4176
  0.027   0.0992   0.0000    1.000   0.93    2.90  FALLING_INTEREST
  0.027   0.0978   0.0000    1.000   0.93    2.90  PORN_6
  0.027   0.0978   0.0000    1.000   0.93    2.90  HTML_IMAGE_AREA_09
  0.026   0.0965   0.0000    1.000   0.93    2.90  AZOOGLE
  0.026   0.0951   0.0000    1.000   0.93    2.90  SUBJ_NOW_ONLY
  0.406   1.4856   0.0010    0.999   0.93    1.54  CANNOT_BE_SPAM
  0.024   0.0868   0.0000    1.000   0.93    2.90  PENNIES_A_DAY
  0.024   0.0868   0.0000    1.000   0.93    2.90  DOMAINS_CHEAP
  0.023   0.0841   0.0000    1.000   0.93    2.90  ONLINE_BIZ_OPS
  0.023   0.0827   0.0000    1.000   0.93    2.90  MIME_BOUND_DIGITS_7
  0.022   0.0799   0.0000    1.000   0.93    2.90  MDAEMON_2_7_4
  0.022   0.0799   0.0000    1.000   0.93    2.90  MORTGAGE_NETWORK
  0.020   0.0730   0.0000    1.000   0.93    2.90  TO_RECIP_MARKER
  0.020   0.0717   0.0000    1.000   0.93    2.90  PORN_PASSWORD
  0.019   0.0689   0.0000    1.000   0.93    2.90  SUBJ_FREE_INSTANT
  0.018   0.0675   0.0000    1.000   0.93    2.90  RATWARE_XMAILER
  0.017   0.0634   0.0000    1.000   0.93    2.90  FRIEND_PUBLIC
  0.017   0.0620   0.0000    1.000   0.93    2.90  MSGID_4NUMS_DOLLAR
  0.013   0.0482   0.0000    1.000   0.93    2.90  UNIVERSITY_DIPLOMAS
  0.012   0.0455   0.0000    1.000   0.93    2.90  CENTS_ON_DOLLAR
  0.011   0.0400   0.0000    1.000   0.93    2.90  SAFEGUARD_NOTICE
  0.011   0.0386   0.0000    1.000   0.93    2.90  S_1618
  0.011   0.0386   0.0000    1.000   0.93    2.90  HELPED_FINANCE
  0.010   0.0372   0.0000    1.000   0.93    0.00  PRODUCED_AND_SENT_OUT
  0.792   2.8912   0.0041    0.999   0.93    1.10  MORTGAGE_BEST
  0.009   0.0345   0.0000    1.000   0.93    2.90  MICRO_CAP_WARNING
  0.008   0.0289   0.0000    1.000   0.93    0.00  HTML_IMAGE_AREA_08
  0.008   0.0276   0.0000    1.000   0.93    0.00  RATWARE_CHARSET_V2
  0.008   0.0276   0.0000    1.000   0.93    0.00  RATWARE_DIRECT_EMAIL
  0.007   0.0248   0.0000    1.000   0.93    0.00  NO_MEDICAL
  0.007   0.0248   0.0000    1.000   0.93    0.00  CREDIT_BUREAU
  0.006   0.0220   0.0000    1.000   0.93    0.00  CREDITORS_CALLING
  0.016   0.0000   0.0217    0.000   0.93   -2.90  MAJORDOMO
  0.015   0.0000   0.0212    0.000   0.93   -2.90  USER_AGENT_TONLINE
  0.006   0.0207   0.0000    1.000   0.93    0.00  CHILD_SUPPORT
  0.005   0.0193   0.0000    1.000   0.93    0.00  AUTO_EMAIL_REMOVAL
  0.013   0.0000   0.0176    0.000   0.93   -2.90  USER_AGENT_MSN
  0.005   0.0165   0.0000    1.000   0.93    0.00  MAILTO_TO_B2BMAIL
  0.004   0.0138   0.0000    1.000   0.93    0.00  X_MAILER_GIBBERISH
  0.003   0.0110   0.0000    1.000   0.93    0.00  RATWARE_LC_OUTLOOK
  0.003   0.0110   0.0000    1.000   0.93    0.00  NO_GIMMICK
  0.003   0.0096   0.0000    1.000   0.93    0.00  FORGED_MUA_MSN
  0.003   0.0096   0.0000    1.000   0.93    0.00  RATWARE_CHARSET
  0.002   0.0083   0.0000    1.000   0.93    0.00  CHANGE_TERMS
  0.002   0.0083   0.0000    1.000   0.93    0.00  RATWARE_CARETOP
  0.002   0.0069   0.0000    1.000   0.93    0.00  MONSTERHUT
  0.002   0.0069   0.0000    1.000   0.93    0.00  MIME_BOUND_MAIL_BOUND
  0.002   0.0055   0.0000    1.000   0.93    0.00  RATWARE_GR
  0.002   0.0055   0.0000    1.000   0.93    0.00  PRIORITY_MAIL
  0.001   0.0041   0.0000    1.000   0.93    0.00  MORE_TRAFFIC
  0.001   0.0041   0.0000    1.000   0.93    0.00  INCREDIBLE
  0.001   0.0041   0.0000    1.000   0.93    0.00  EXCUSE_8
  0.001   0.0041   0.0000    1.000   0.93    0.00  NATURAL_VIAGRA
  0.001   0.0041   0.0000    1.000   0.93    0.00  BUY_JUDGEMENTS
  0.001   0.0041   0.0000    1.000   0.93    0.00  RATWARE_BANG_HASH
  0.001   0.0041   0.0000    1.000   0.93    0.00  EXCUSE_18
  0.001   0.0028   0.0000    1.000   0.93    0.00  INTL_EXEC_GUILD
  0.001   0.0028   0.0000    1.000   0.93    0.00  OUR_PUBLICATIONS
  0.001   0.0028   0.0000    1.000   0.93    0.00  SPAM_FORM_INPUT
  0.000   0.0014   0.0000    1.000   0.93    0.00  ENHANCE_WEBSITE
  0.000   0.0014   0.0000    1.000   0.93    0.00  EXPERTS_SHOW_HOW
  0.000   0.0014   0.0000    1.000   0.93    0.00  PSYCHIC
  0.000   0.0014   0.0000    1.000   0.93  1000.00  GTUBE
  0.000   0.0014   0.0000    1.000   0.93    0.00  DISCONTINUE
  0.539   1.9693   0.0021    0.999   0.93    1.10  WE_HONOR_ALL
  0.214   0.7841   0.0005    0.999   0.93    2.00  BARGAIN_URL
  0.307   1.1218   0.0010    0.999   0.93    2.75  FREE_QUOTE_INSTANT
  0.175   0.6408   0.0005    0.999   0.93    2.90  FREE_CONSULTATION
  0.173   0.6312   0.0005    0.999   0.93    2.90  VIAGRA_ONLINE
  0.173   0.6312   0.0005    0.999   0.93    2.59  HTML_SHOUTING6
  0.432   1.5752   0.0021    0.999   0.93    1.10  SENT_IN_COMPLIANCE
  1.305   4.7420   0.0145    0.997   0.93    1.74  HTML_IMAGE_ONLY_04
  0.132   0.4837   0.0005    0.999   0.93    2.44  VERY_SUSP_RECIPS
  1.280   4.6483   0.0150    0.997   0.93    1.10  MAILTO_WITH_SUBJ_REMOVE
  0.215   0.7855   0.0010    0.999   0.93    2.50  HTTP_CTRL_CHARS_HOST
  0.461   1.6813   0.0031    0.998   0.93    1.10  SECTION_301
  0.605   2.2022   0.0047    0.998   0.93    1.10  CLICK_TO_REMOVE_1
  0.392   1.4277   0.0026    0.998   0.93    3.95  THE_BEST_RATE
  0.329   1.2003   0.0021    0.998   0.93    1.10  HTML_FORM_ACTION_MAILTO
  0.716   2.6032   0.0067    0.997   0.93    1.72  CONSOLIDATE_DEBT
  0.176   0.6408   0.0010    0.998   0.93    2.44  COMPETE
  0.244   0.8902   0.0016    0.998   0.93    2.80  HIDE_WIN_STATUS
  0.614   2.2353   0.0057    0.997   0.93    1.10  FREE_QUOTE
  1.478   5.3553   0.0223    0.996   0.93    3.25  TRACKER_ID
  0.324   1.1796   0.0026    0.998   0.92    4.30  WHILE_YOU_SLEEP
  2.228   8.0398   0.0461    0.994   0.92    3.89  FORGED_MUA_OUTLOOK
  0.871   0.0028   1.1974    0.002   0.92   -5.70  USER_AGENT_VM
  0.468   0.0014   0.6427    0.002   0.92   -5.70  CRON_ENV
  1.219   4.4168   0.0181    0.996   0.92    1.10  HTML_IMAGE_RATIO_02
  0.071   0.2591   0.0005    0.998   0.92    1.25  OUR_PRIVACY_POLICY
  5.076  18.0558   0.2018    0.989   0.92    0.44  MISSING_MIMEOLE
  0.070   0.2536   0.0005    0.998   0.92    1.50  FREE_GRANT
  0.068   0.2467   0.0005    0.998   0.92    2.70  APPLY_FREE
  0.845   3.0649   0.0109    0.996   0.92    1.10  AS_SEEN_ON
  0.063   0.2301   0.0005    0.998   0.92    2.11  MIME_BOUND_HEX_24
  0.063   0.2288   0.0005    0.998   0.92    2.90  MIME_BOUND_RKFINDY
  0.222   0.8062   0.0021    0.997   0.92    0.70  SUBJ_YOUR_DEBT
  0.172   0.6243   0.0016    0.998   0.92    2.37  UNSECURED_CREDIT
  0.261   0.9495   0.0026    0.997   0.92    2.80  INITIAL_INVEST
  0.167   0.6077   0.0016    0.997   0.92    1.46  BANG_QUOTE
  2.960   0.0179   4.0653    0.004   0.92   -5.70  MSGID_GOOD_EXCHANGE
  0.908   3.2909   0.0135    0.996   0.92    1.10  RECEIVE_OFFER
  0.441   1.6013   0.0052    0.997   0.92    4.29  FORGED_MUA_THEBAT
  1.422   5.1403   0.0259    0.995   0.92    1.26  SUBJ_REMOVE
  0.056   0.2040   0.0005    0.997   0.92    1.71  UNCLAIMED_MONEY
  1.402   5.0659   0.0259    0.995   0.92    1.10  HTML_TABLE_THICK_BORDER
  1.243   4.4967   0.0217    0.995   0.92    1.10  EXCUSE_19
  0.103   0.3735   0.0010    0.997   0.92    0.70  RESISTANCE_IS_FUTILE
  0.274   0.9964   0.0031    0.997   0.92    2.03  INCREASE_SEX
  0.545   1.9776   0.0072    0.996   0.92    1.10  MORTGAGE_RATES
  0.571   2.0727   0.0078    0.996   0.92    2.40  REVERSE_AGING
  0.182   0.6615   0.0021    0.997   0.92    0.70  FURTHER_TRANSMISSIONS
  0.093   0.3363   0.0010    0.997   0.92    1.67  PORN_15
  2.372   8.5221   0.0621    0.993   0.92    1.60  MARKETING_PARTNERS
  0.991   3.5817   0.0176    0.995   0.92    1.22  HTML_COMMENT_SAVED_URL
  1.404   5.0645   0.0290    0.994   0.92    1.43  HTML_IMAGE_ONLY_06
  0.126   0.4589   0.0016    0.997   0.92    2.43  ONLINE_PHARMACY
  1.307   4.7172   0.0264    0.994   0.92    1.58  RCVD_FAKE_HELO_DOTCOM_2
  0.085   0.3073   0.0010    0.997   0.92    1.47  MAIL_IN_ORDER_FORM
  0.084   0.3046   0.0010    0.997   0.92    2.41  COMPARE_RATES
  0.504   1.8260   0.0078    0.996   0.92    1.40  MONEY_BACK
  0.530   1.9211   0.0083    0.996   0.92    1.33  HGH
  0.356   1.2885   0.0052    0.996   0.92    3.62  NIGERIAN_BODY
  3.506  12.5172   0.1226    0.990   0.92    0.83  SUBJ_HAS_UNIQ_ID
  2.819   0.0207   3.8697    0.005   0.92   -3.10  SIGNATURE_LONG_SPARSE
  0.222   0.8034   0.0031    0.996   0.92    0.91  CLICK_TO_REMOVE_2
  0.079   0.2866   0.0010    0.996   0.92    0.70  X_SERV_HOST_PRESENT
  0.079   0.2866   0.0010    0.996   0.92    0.70  X_MAIL_ID_PRESENT
  0.217   0.7883   0.0031    0.996   0.92    2.80  BUGGY_CGI
  0.075   0.2729   0.0010    0.996   0.92    1.14  CUM_SHOT
  1.369   4.9336   0.0305    0.994   0.92    3.66  RCVD_FAKE_HELO_DOTCOM
  0.496   1.7957   0.0083    0.995   0.92    1.10  GUARANTEED_100_PERCENT
  1.003   3.6203   0.0202    0.994   0.92    1.16  EXCUSE_15
  0.238   0.8627   0.0036    0.996   0.92    0.89  FREE_MEMBERSHIP
  0.142   0.5140   0.0021    0.996   0.92    2.80  GET_PAID
  0.565   2.0437   0.0098    0.995   0.92    4.30  OBFUSCATING_COMMENT
  0.327   1.1824   0.0052    0.996   0.92    1.10  EXCUSE_12
  0.410   1.4842   0.0067    0.995   0.92    2.73  FREE_PORN
  0.253   0.0014   0.3472    0.004   0.92   -2.60  DISCLAIMER_LEGALESE
  0.715   2.5839   0.0135    0.995   0.92    1.97  SUSPICIOUS_RECIPS
  1.566   5.6350   0.0383    0.993   0.92    0.50  DATE_IN_FUTURE_12_24
  1.591   5.7218   0.0393    0.993   0.92    0.50  BANG_GUARANTEE
  0.497   1.7957   0.0088    0.995   0.92    1.55  RATWARE_HASH_2_V2
  4.620  16.3786   0.2049    0.988   0.92    0.52  NORMAL_HTTP_TO_IP
  0.035   0.1254   0.0005    0.996   0.92    1.57  NO_INVENTORY
  0.306   1.1080   0.0052    0.995   0.92    2.63  SUBJ_VIAGRA
  0.131   0.4754   0.0021    0.996   0.92    2.80  WE_HATE_SPAM2
  1.413   5.0865   0.0342    0.993   0.92    0.50  FRONTPAGE
  0.622   2.2449   0.0119    0.995   0.92    1.10  ADVERT_CODE2
  0.977   3.5238   0.0212    0.994   0.92    0.50  MORTGAGE_PITCH
  0.153   0.5540   0.0026    0.995   0.92    1.74  SUBJ_LIFE_INSURANCE
  0.151   0.5471   0.0026    0.995   0.92    2.45  SUBJECT_APPROVED
  0.031   0.1130   0.0005    0.995   0.92    2.80  HARDCORE_PORN
  0.228   0.8241   0.0041    0.995   0.92    2.01  LOW_PAYMENT
  0.060   0.2164   0.0010    0.995   0.91    2.80  FRIEND_AT_PUBLIC
  1.177   4.2349   0.0290    0.993   0.91    0.50  COMPLETELY_FREE
  0.030   0.1089   0.0005    0.995   0.91    2.80  FREE_INSTALL
  0.169   0.6091   0.0031    0.995   0.91    2.80  FORGED_EUDORAMAIL_RCVD
  0.058   0.2108   0.0010    0.995   0.91    0.73  MSGID_NO_HOST
  0.522   1.8825   0.0109    0.994   0.91    2.23  BANG_EXERCISE
  0.058   0.2095   0.0010    0.995   0.91    1.29  WHY_PAY_MORE
  0.317   1.1438   0.0062    0.995   0.91    1.47  LOW_INTEREST
  0.084   0.3032   0.0016    0.995   0.91    2.54  BE_BOSS
  0.414   1.4939   0.0088    0.994   0.91    0.89  RATWARE_HASH_2
  1.599   0.0138   2.1941    0.006   0.91   -5.70  PGP_SIGNATURE
  0.027   0.0965   0.0005    0.995   0.91    2.80  X_PMFLAGS_PRESENT
  0.248   0.8930   0.0052    0.994   0.91    0.12  VIAGRA
  0.176   0.6367   0.0036    0.994   0.91    0.65  MILLION_USD
  0.051   0.1847   0.0010    0.994   0.91    1.71  EARNINGS
  0.146   0.5278   0.0031    0.994   0.91    0.00  REFINANCE_YOUR_HOME
  0.560   2.0162   0.0135    0.993   0.91    2.60  EXCUSE_REMOVE
  0.074   0.2660   0.0016    0.994   0.91    1.58  SUBJ_AS_SEEN
  0.319   1.1507   0.0072    0.994   0.91    1.74  REPLY_TO_HAS_UNDERLINE_NUMS
  0.144   0.5182   0.0031    0.994   0.91    2.00  NASTY_GIRLS
  0.073   0.2646   0.0016    0.994   0.91    0.00  HTML_IMAGE_AREA_05
  0.073   0.2646   0.0016    0.994   0.91    2.54  FREE_CELL_PHONE
  4.244  15.0047   0.2034    0.987   0.91    0.36  REMOVE_PAGE
  6.701   0.0965   9.1806    0.010   0.91   -0.60  FROM_EGROUPS
  9.057  31.3034   0.7038    0.978   0.91    0.26  HTML_FONT_BIG
  0.047   0.1709   0.0010    0.994   0.91    2.80  STOCK_ALERT
  3.209  11.3927   0.1366    0.988   0.91    0.10  CLICK_BELOW_CAPS
  0.023   0.0827   0.0005    0.994   0.91    2.24  STOP_SNORING
  0.109   0.3914   0.0026    0.993   0.91    2.17  PORN_16
  0.569   2.0437   0.0155    0.992   0.91    0.62  MLM
  0.167   0.6022   0.0041    0.993   0.91    2.61  RATWARE_EMWAC
  0.064   0.2301   0.0016    0.993   0.91    0.70  AMAZING_STUFF
  0.165   0.5926   0.0041    0.993   0.91    0.52  IMPOTENCE
  0.043   0.1530   0.0010    0.993   0.91    2.80  FREE_PREVIEW
  0.146   0.0014   0.2003    0.007   0.91   -1.40  GENUINE_EBAY_RCVD
  0.021   0.0758   0.0005    0.993   0.91    0.44  GET_STARTED_NOW
  0.062   0.2246   0.0016    0.993   0.91    2.63  HTML_SHOUTING7
  0.382   1.3712   0.0103    0.993   0.91    4.20  FORGED_MUA_IMS
  0.340   1.2210   0.0093    0.992   0.91    0.50  EXCUSE_13
  0.409   1.4663   0.0114    0.992   0.91    4.20  FORGED_MUA_OIMO
  0.941   3.3694   0.0295    0.991   0.91    2.21  USERPASS
  0.100   0.3583   0.0026    0.993   0.91    2.80  SAVE_ON_INSURANCE
  0.538   1.9293   0.0155    0.992   0.91    4.07  OPT_HEADER
  0.266   0.9536   0.0072    0.992   0.91    0.57  MILLION_EMAIL
  0.411   1.4746   0.0119    0.992   0.91    1.05  GUARANTEE
  0.020   0.0703   0.0005    0.993   0.91    2.38  ADDRESSES_ON_CD
  0.134   0.0014   0.1837    0.007   0.91    0.00  MAILMAN_REMINDER
  0.697   2.4930   0.0223    0.991   0.91    0.53  HTML_SHOUTING4
  0.438   1.5696   0.0135    0.992   0.91    3.38  FORGED_MUA_EUDORA
  1.047   3.7388   0.0367    0.990   0.90    0.56  MIME_BOUND_DASH_DIGIT
  0.798   2.8513   0.0274    0.990   0.90    0.50  HTTP_USERNAME_USED
  0.329   1.1783   0.0103    0.991   0.90    1.26  HTTP_EXCESSIVE_ESCAPES
  0.294   1.0529   0.0093    0.991   0.90    1.44  ONE_TIME_MAILING
  0.398   1.4249   0.0129    0.991   0.90    0.50  HTML_WIN_OPEN
  0.132   0.4713   0.0041    0.991   0.90    2.74  TARGETED
  0.096   0.3445   0.0031    0.991   0.90    0.28  APPLY_ONLINE
  0.960   3.4191   0.0367    0.989   0.90    0.70  HTML_TITLE_UNTITLED
  0.047   0.1695   0.0016    0.991   0.90    2.27  COMMUNIGATE
  0.549   1.9583   0.0202    0.990   0.90    1.26  OPT_OUT_CAPS
  4.243  14.8559   0.2582    0.983   0.90    0.10  OFFERS_ETC
  0.015   0.0537   0.0005    0.990   0.90    0.85  VERB_UP_TO_OR_MORES
  0.428   1.5255   0.0160    0.990   0.90    1.59  THIS_AINT_SPAM
  0.302   0.0041   0.4145    0.010   0.90    0.00  USER_AGENT_ENTOURAGE
  0.015   0.0524   0.0005    0.990   0.90    0.53  PURE_PROFIT
  0.201   0.7152   0.0078    0.989   0.90    1.50  SAVE_THOUSANDS
  0.094   0.3363   0.0036    0.989   0.90    1.84  FREE_PASSWORD
  0.299   1.0625   0.0119    0.989   0.90    2.80  SORTED_RECIPS
  0.315   1.1190   0.0129    0.989   0.90    0.00  HTML_90_100
  1.099   3.8890   0.0507    0.987   0.90    0.35  HTML_IMAGE_ONLY_10
  0.065   0.2315   0.0026    0.989   0.90    2.35  STOCK_PICK
 10.682  36.1639   1.1131    0.970   0.89    0.10  HTML_LINK_CLICK_HERE
  0.039   0.1378   0.0016    0.989   0.89    0.00  HTML_IMAGE_AREA_06
  0.026   0.0910   0.0010    0.989   0.89    2.77  INCOME
  0.038   0.1337   0.0016    0.989   0.89    2.80  FORWARD_LOOKING
  0.182   0.6477   0.0078    0.988   0.89    0.73  CREDIT_CARD
  0.110   0.3914   0.0047    0.988   0.89    0.90  CELEBRITY_PORN
  0.955   3.3763   0.0455    0.987   0.89    0.51  HTML_FONT_BIG_B
  1.003   3.5445   0.0481    0.987   0.89    0.54  BAD_CREDIT
  1.394   4.9184   0.0704    0.986   0.89    0.79  MIME_HEADER_CTYPE_ONLY
  1.654   5.8293   0.0864    0.985   0.89    1.01  HTML_FONT_COLOR_GREEN
  0.061   0.2164   0.0026    0.988   0.89    1.01  BUY_DIRECT
  0.409   1.4484   0.0186    0.987   0.89    2.80  ALL_NATURAL
  1.028   3.6285   0.0512    0.986   0.89    0.10  LIMITED_TIME_ONLY
  0.070   0.2467   0.0031    0.988   0.89    0.17  STRONG_BUY
  2.588   9.0610   0.1573    0.983   0.89    0.62  HTML_FONT_COLOR_NAME
  0.445   1.5752   0.0212    0.987   0.89    0.43  OPT_IN_CAPS
  0.180   0.6381   0.0083    0.987   0.89    2.70  DATE_IN_FUTURE_24_48
  0.190   0.6725   0.0088    0.987   0.89    0.17  FREE_ACCESS
  0.286   1.0115   0.0135    0.987   0.89    1.01  CALL_NOW
  1.913   6.7099   0.1118    0.984   0.89    0.06  HTML_SHOUTING3
  0.131   0.4630   0.0062    0.987   0.89    0.13  HTML_SHOUTING9
  0.087   0.3087   0.0041    0.987   0.89    1.65  AMATEUR_PORN
  0.011   0.0386   0.0005    0.987   0.89    2.80  SERIOUS_ONLY
  0.097   0.3418   0.0047    0.987   0.89    0.00  ONE_TIME
  0.086   0.3032   0.0041    0.987   0.89    1.24  BEEN_TURNED_DOWN
  0.319   1.1259   0.0160    0.986   0.89    0.12  HTTP_ESCAPED_HOST
  2.579   0.0551   3.5271    0.015   0.89   -0.60  QUOTE_TWICE_1
  0.358   0.0069   0.4895    0.014   0.89    0.00  USER_AGENT_MACOE
  0.011   0.0372   0.0005    0.986   0.89    2.34  SECRET_RECORD
  1.248   4.3810   0.0714    0.984   0.89    0.00  EXCUSE_10
  0.350   1.2348   0.0181    0.986   0.89    1.43  X_LIBRARY
  0.163   0.5760   0.0083    0.986   0.89    0.68  AOL_USERS_LINK
  0.367   1.2940   0.0191    0.985   0.89    0.39  DO_IT_TODAY
  0.099   0.3500   0.0052    0.985   0.88    2.71  PAY_SITE
  0.040   0.1406   0.0021    0.985   0.88    0.00  ANTISPAM_BILL
  0.089   0.3128   0.0047    0.985   0.88    1.14  FREE_INVESTMENT
  0.069   0.2425   0.0036    0.985   0.88    2.80  FROM_NO_USER
  0.039   0.1378   0.0021    0.985   0.88    2.51  WE_PROMISE_YOU
  0.097   0.3418   0.0052    0.985   0.88    1.21  PRINT_FORM_SIGNATURE
  0.346   1.2155   0.0191    0.984   0.88    2.80  HAIR_LOSS
  0.419   1.4704   0.0238    0.984   0.88    0.42  FROM_WEBMAIL_ENDS_IN_NUMS6
  1.206   4.2183   0.0745    0.983   0.88    0.00  REMOVE_FROM_LIST
  0.122   0.4300   0.0067    0.985   0.88    0.35  GUARANTEED_STUFF
  0.453   1.5889   0.0259    0.984   0.88    2.34  PENIS_ENLARGE
  4.367   0.1116   5.9650    0.018   0.88   -1.25  BAYES_30
  0.230   0.8089   0.0129    0.984   0.88    2.80  LIVE_PORN
  0.009   0.0331   0.0005    0.985   0.88    0.46  RECEIVED_IDENT_CACHEFLOW
  2.639   9.1629   0.1889    0.980   0.88    0.00  EXCUSE_14
  0.128   0.0028   0.1744    0.016   0.88    0.00  MSN_FOOTER1
  0.056   0.1957   0.0031    0.984   0.88    1.72  NUMERIC_HTTP_ADDR
  2.138   7.4403   0.1475    0.981   0.88    0.57  HTML_TAG_BALANCE_BODY
  0.074   0.2591   0.0041    0.984   0.88    2.80  WANTS_CREDIT_CARD
  0.234   0.8227   0.0135    0.984   0.88    1.02  SOME_BREAKTHROUGH
  0.136   0.4782   0.0078    0.984   0.88    2.80  URGENT_BIZ
  0.964   3.3708   0.0605    0.982   0.88    0.72  HTML_IMAGE_RATIO_04
  0.009   0.0317   0.0005    0.984   0.88    0.00  NIGERIAN_SUBJECT6
  1.779   6.1918   0.1216    0.981   0.88    1.19  REMOVE_SUBJ
  3.291  11.3707   0.2572    0.978   0.88    0.10  HTML_FONT_COLOR_UNSAFE
  0.140   0.4920   0.0083    0.983   0.88    2.39  BANG_BOSS
  0.469   1.6413   0.0290    0.983   0.88    0.91  PENIS_ENLARGE2
  0.429   1.5007   0.0269    0.982   0.88    0.68  EXTRA_MPART_TYPE
  0.333   1.1645   0.0207    0.983   0.88    0.00  HTML_FONT_COLOR_UNKNOWN
  0.306   1.0708   0.0191    0.982   0.88    0.35  ACT_NOW_CAPS
  0.564   0.0138   0.7710    0.018   0.88    0.00  USER_AGENT_APPLEMAIL
  0.669   2.3345   0.0440    0.982   0.88    0.23  BANG_MORE
  0.157   0.5485   0.0098    0.982   0.88    0.00  HTML_WIN_FOCUS
  0.008   0.0289   0.0005    0.982   0.87    0.00  MICROSOFT
  2.065   7.1427   0.1583    0.978   0.87    0.01  HTML_TAG_BALANCE_HTML
  0.245   0.8544   0.0160    0.982   0.87    0.26  REPLY_REMOVE_SUBJECT
  0.087   0.3032   0.0057    0.982   0.87    0.30  UP_TO_OR_MORES
  0.062   0.2177   0.0041    0.981   0.87    0.55  BANKRUPTCY
  0.054   0.1888   0.0036    0.981   0.87    0.83  FIND_ANYTHING
  0.659   2.2904   0.0466    0.980   0.87    0.41  LOTS_OF_STUFF
  0.998   3.4618   0.0730    0.979   0.87    0.96  EARN_MONEY
  2.807   9.6535   0.2365    0.976   0.87    0.15  MISSING_OUTLOOK_NAME
  0.157   0.5443   0.0109    0.980   0.87    0.10  HTML_IMAGE_AREA_04
  0.023   0.0786   0.0016    0.981   0.87    1.57  SERIOUS_CASH
  2.672   9.1809   0.2277    0.976   0.87    1.06  DATE_IN_FUTURE_06_12
  2.345   8.0687   0.1961    0.976   0.87    0.17  MAILTO_TO_REMOVE
  1.134   3.9193   0.0875    0.978   0.87    0.00  SUBJ_FREE_CAP
  0.022   0.0758   0.0016    0.980   0.87    2.08  LESBIAN
  0.980   3.3860   0.0761    0.978   0.87    0.00  HTML_FONT_COLOR_CYAN
  1.331   4.5891   0.1071    0.977   0.87    0.00  MIME_MISSING_BOUNDARY
  0.077   0.2674   0.0057    0.979   0.86    2.70  TO_NO_USER
  0.403   1.3919   0.0310    0.978   0.86    0.00  BEST_PORN
  0.184   0.0055   0.2505    0.022   0.86    0.00  FAILURE_NOTICE_2
  0.007   0.0234   0.0005    0.978   0.86    0.00  PHONE_CANCER
  1.383   4.7517   0.1185    0.976   0.86    0.09  HTML_IMAGE_ONLY_08
  0.112   0.3859   0.0088    0.978   0.86    2.38  MUST_BE_18
  0.085   0.2935   0.0067    0.978   0.86    1.41  SUBJ_2_CREDIT
  0.255   0.8806   0.0207    0.977   0.86    0.00  HTML_SHOUTING5
  0.180   0.6201   0.0145    0.977   0.86    2.70  MONEY_MAKING
  0.937   3.2192   0.0802    0.976   0.86    0.00  HTML_TAG_BALANCE_A
  0.588   2.0230   0.0492    0.976   0.86    1.40  BANG_MONEY
  0.615   2.1140   0.0517    0.976   0.86    0.42  HTML_IMAGE_RATIO_08
  0.159   0.5471   0.0129    0.977   0.86    0.85  SUBJ_DOLLARS
  1.101   3.7718   0.0978    0.975   0.86    0.60  HTML_FONT_COLOR_MAGENTA
  0.717   2.4613   0.0621    0.975   0.86    0.00  HTML_TAG_BALANCE_TABLE
  0.295   1.0157   0.0248    0.976   0.86    0.77  US_DOLLARS
  0.098   0.3363   0.0083    0.976   0.86    2.70  NO_STRINGS
  0.098   0.3363   0.0083    0.976   0.86    0.31  FREE_SAMPLE
  0.170   0.5843   0.0145    0.976   0.86    0.00  HTML_EMBEDS
  8.174  27.0589   1.0826    0.962   0.85    0.10  HTML_FONT_COLOR_RED
  0.094   0.3239   0.0083    0.975   0.85    0.03  SELECTED_YOU
  3.229  10.9104   0.3452    0.969   0.85    0.23  HTML_TAG_EXISTS_TBODY
  0.105   0.3611   0.0093    0.975   0.85    2.70  FORGED_JUNO_RCVD
  0.076   0.2591   0.0067    0.975   0.85    0.00  SUBJ_FOR_ONLY
  0.287   0.9812   0.0259    0.974   0.85    2.70  ADDR_FREE
  0.413   1.4125   0.0378    0.974   0.85    1.97  ADDR_NUMS_AT_BIGSITE
  0.040   0.1378   0.0036    0.974   0.85    1.46  MEET_SINGLES
  0.046   0.1571   0.0041    0.974   0.85    2.70  NO_CATCH
  0.153   0.0055   0.2080    0.026   0.85    0.00  HOTMAIL_FOOTER5
  0.556   1.8990   0.0523    0.973   0.85    0.65  LOW_PRICE
  0.576   1.9665   0.0543    0.973   0.85    0.00  X_MSMAIL_PRIORITY_HIGH
  3.535  11.8943   0.3954    0.968   0.85    0.31  HTML_70_80
  0.173   0.5898   0.0160    0.974   0.85    2.70  OPPORTUNITY
  2.069   6.9993   0.2173    0.970   0.85    0.00  HTML_FONT_COLOR_YELLOW
  1.050   3.5706   0.1040    0.972   0.85    1.46  PORN_4
  0.061   0.2081   0.0057    0.973   0.85    1.64  THE_FOLLOWING_FORM
  0.039   0.1323   0.0036    0.973   0.85    1.01  IDENT_NOBODY
  6.690   0.2949   9.0911    0.031   0.85   -0.00  X_MAILING_LIST
  0.345   1.1769   0.0331    0.973   0.85    0.00  DEAR_FRIEND
 17.823   1.0088  24.1363    0.040   0.85   -0.02  KNOWN_MAILING_LIST
  0.032   0.1102   0.0031    0.973   0.84    0.83  URI_IS_POUND
  0.053   0.1792   0.0052    0.972   0.84    1.72  MIME_BOUND_DIGITS_4
  0.367   1.2458   0.0367    0.971   0.84    0.00  HTML_TAG_BALANCE_HEAD
  0.369   1.2513   0.0373    0.971   0.84    0.00  SAVINGS
  0.088   0.3004   0.0088    0.972   0.84    0.39  MIME_BOUND_MA
  3.155  10.5645   0.3721    0.966   0.84    0.10  EXCUSE_3
  1.564   5.2726   0.1708    0.969   0.84    0.69  PRIORITY_NO_NAME
  0.704   2.3813   0.0735    0.970   0.84    0.22  SUB_FREE_OFFER
  2.397   8.0426   0.2769    0.967   0.84    2.00  BAYES_60
  0.034   0.0014   0.0461    0.029   0.84   -2.70  EVITE
  0.889   3.0042   0.0952    0.969   0.84    0.17  REMOVE_IN_QUOTES
  0.136   0.4617   0.0140    0.971   0.84    1.37  SUBJ_YOUR_OWN
  0.033   0.0014   0.0450    0.030   0.84    0.00  PATCH_CONTEXT_DIFF
  1.299   4.3686   0.1459    0.968   0.84    0.81  X_PRIORITY_HIGH
  0.195   0.6601   0.0207    0.970   0.84    0.57  FULL_REFUND
  0.179   0.6050   0.0191    0.969   0.84    0.64  WEIRD_QUOTING
  0.680   2.2904   0.0750    0.968   0.84    0.62  REMOVAL_INSTRUCTIONS
  0.039   0.1309   0.0041    0.969   0.84    2.11  SUBJ_DOUBLE_YOUR
  0.172   0.5816   0.0186    0.969   0.83    0.07  FROM_STARTS_WITH_NUMS
  0.511   1.7199   0.0564    0.968   0.83    1.42  OPT_OUT
  1.047   3.5183   0.1195    0.967   0.83    0.25  HTML_IMAGE_ONLY_12
  0.029   0.0965   0.0031    0.969   0.83    1.09  HERBAL_VIAGRA
  0.861   2.8926   0.0978    0.967   0.83    1.88  US_DOLLARS_3
  0.063   0.0028   0.0854    0.031   0.83    0.00  HOTMAIL_FOOTER2
  0.024   0.0799   0.0026    0.969   0.83    2.60  NO_INVESTMENT
  1.387   4.6428   0.1646    0.966   0.83    0.38  MIME_BOUND_NEXTPART
  0.144   0.4837   0.0160    0.968   0.83    2.42  CELL_PHONE_BOOST
  0.023   0.0786   0.0026    0.968   0.83    0.00  HIDDEN_CHARGES
  1.107   3.7057   0.1309    0.966   0.83    0.00  HTML_EVENT
  0.548   1.8398   0.0631    0.967   0.83    0.64  ADULT_SITE
  3.629  12.0060   0.4833    0.961   0.83    0.10  HTML_FONT_COLOR_GRAY
  0.041   0.1392   0.0047    0.968   0.83    0.67  BARELY_LEGAL
  0.173   0.5802   0.0197    0.967   0.83    0.81  VACATION_SCAM
  0.032   0.1061   0.0036    0.967   0.83    1.18  PROMOTION
  0.030   0.0014   0.0404    0.033   0.83    0.00  HOTMAIL_FOOTER4
  2.670   8.8515   0.3483    0.962   0.83    0.34  FROM_HAS_MIXED_NUMS
  0.147   0.4920   0.0171    0.966   0.83    2.10  ROUND_THE_WORLD_LOCAL
  0.160   0.5361   0.0186    0.966   0.83    2.18  ACCEPT_CREDIT_CARDS
  0.883   2.9505   0.1071    0.965   0.83    0.00  HTML_TAG_BALANCE_FONT
  2.627   8.6958   0.3477    0.962   0.83    2.70  FORGED_YAHOO_RCVD
  1.658   0.0827   2.2495    0.035   0.82    0.00  SIGNATURE_SHORT_SPARSE
  0.143   0.0069   0.1935    0.034   0.82    0.00  HOTMAIL_FOOTER1
  0.685   2.2849   0.0843    0.964   0.82    0.88  HTML_EVENT_UNSAFE
  0.727   2.4213   0.0906    0.964   0.82    0.00  FOR_JUST_SOME_AMT
  0.056   0.1860   0.0067    0.965   0.82    0.00  SUPPLIES_LIMITED
 25.103  75.2246   6.2827    0.923   0.82    0.17  HTML_MESSAGE
  0.597   1.9900   0.0745    0.964   0.82    2.01  BULK_EMAIL
  0.908   3.0194   0.1149    0.963   0.82    2.60  SEMIFORGED_HOTMAIL_RCVD
  7.647  24.6651   1.2570    0.952   0.82    0.10  HTML_FONT_COLOR_BLUE
  0.165   0.5499   0.0202    0.965   0.82    0.79  EXTRA_CASH
  0.287   0.9564   0.0357    0.964   0.82    2.60  FORGED_MUA_MOZILLA
  1.207   3.9937   0.1609    0.961   0.82    0.98  NO_COST
  0.109   0.3611   0.0140    0.963   0.82    1.70  NEW_DOMAIN_EXTENSIONS
  0.291   0.9647   0.0378    0.962   0.82    0.69  WHY_WAIT
  3.283  10.7257   0.4880    0.956   0.81    0.10  OFFER
  0.028   0.0923   0.0036    0.962   0.81    0.00  GET_IT_NOW
  1.265   4.1687   0.1744    0.960   0.81    0.00  NO_OBLIGATION
  0.904   2.9794   0.1242    0.960   0.81    1.68  FORGED_RCVD_TRAIL
  0.054   0.1792   0.0072    0.961   0.81    2.60  NIGERIAN_SUBJECT2
  0.496   1.6358   0.0678    0.960   0.81    1.80  HOME_EMPLOYMENT
  0.104   0.3431   0.0140    0.961   0.81    1.65  RICH
  0.019   0.0634   0.0026    0.961   0.81    1.94  NIGERIAN_SUBJECT1
  0.042   0.1378   0.0057    0.960   0.81    1.95  JOIN_MILLIONS
  0.041   0.1364   0.0057    0.960   0.81    0.34  BILLION_DOLLARS
  0.004   0.0124   0.0005    0.960   0.81    0.00  EXCUSE_2
  0.045   0.1475   0.0062    0.960   0.81    0.68  X_ESMTP
  0.710   2.3304   0.1014    0.958   0.81    0.14  MIME_HTML_NO_CHARSET
  4.285  13.8140   0.7064    0.951   0.80    0.53  HTML_50_60
  0.022   0.0717   0.0031    0.958   0.80    1.78  FREE_LEADS
  0.207   0.6780   0.0300    0.958   0.80    0.71  GAPPY_SUBJECT
  0.018   0.0579   0.0026    0.957   0.80    2.50  SEX_FEST
  1.001   3.2606   0.1527    0.955   0.80    0.00  TO_HAS_SPACES
  5.238  16.7314   0.9216    0.948   0.80    0.10  HTML_60_70
  0.067   0.0041   0.0911    0.043   0.80   -0.34  APPROVED_BY
  0.134   0.0083   0.1811    0.044   0.80    0.00  USER_AGENT_IMP
  0.178   0.0110   0.2406    0.044   0.80    0.00  DEBIAN_BTS_BUG
  0.778   2.5302   0.1201    0.955   0.80    0.00  UNSUB_SCRIPT
  0.078   0.2536   0.0119    0.955   0.79    1.53  YOUR_INCOME
  0.030   0.0992   0.0047    0.955   0.79    1.60  DATE_IN_FUTURE_48_96
  0.014   0.0441   0.0021    0.955   0.79    1.83  NO_AGE
  0.003   0.0110   0.0005    0.955   0.79    0.00  CONFIDENTIAL_ORDER
  3.214  10.2902   0.5568    0.949   0.79    0.10  HTML_WITH_BGCOLOR
  0.042   0.0028   0.0569    0.046   0.79   -1.64  Q_FOR_SELLER
  6.921  21.7422   1.3553    0.941   0.79    0.10  HTML_WEB_BUGS
  0.424   1.3712   0.0683    0.953   0.79    1.41  RATWARE_EGROUPS
  1.327   4.2707   0.2220    0.951   0.79    0.78  HTTP_WITH_EMAIL_IN_URL
  0.026   0.0827   0.0041    0.952   0.78    1.42  USER_4U2
  0.278   0.8971   0.0455    0.952   0.78    2.34  NO_EXPERIENCE
  0.159   0.5113   0.0264    0.951   0.78    0.24  HTML_WIN_BLUR
  0.043   0.1378   0.0072    0.950   0.78    2.50  OFFSHORE_SCAM
  0.146   0.4686   0.0248    0.950   0.78    0.75  ITS_LEGAL
  0.036   0.1171   0.0062    0.950   0.78    1.89  FREE_WEBSITE
  2.993   9.4647   0.5625    0.944   0.78    0.02  HTML_FONT_FACE_ODD
  0.003   0.0096   0.0005    0.949   0.78    0.00  EJACULATION
 12.977  39.2536   3.1106    0.927   0.77    0.10  CLICK_BELOW
  0.341   1.0901   0.0600    0.948   0.77    0.00  HTML_IMAGE_RATIO_14
  0.041   0.1323   0.0072    0.948   0.77    0.16  PRIZE
  0.340   1.0859   0.0605    0.947   0.77    2.60  TO_EMPTY
  0.799   2.5440   0.1444    0.946   0.77    0.12  HTML_IMAGE_RATIO_06
  0.099   0.3156   0.0176    0.947   0.77    1.01  NO_QS_ASKED
  0.191   0.6091   0.0342    0.947   0.77    0.54  OPPORTUNITY_2
  1.989   6.2772   0.3788    0.943   0.77    0.15  HTML_FONT_INVISIBLE
  0.023   0.0730   0.0041    0.946   0.77    0.00  RATWARE_SCREWUP_2
  0.014   0.0455   0.0026    0.946   0.77    1.71  NO_FORMS
  0.734   2.3207   0.1376    0.944   0.76    1.72  WORK_AT_HOME
  0.025   0.0786   0.0047    0.944   0.76    1.09  LYING_EYES
  0.069   0.2177   0.0129    0.944   0.76    0.00  FANTASTIC
  0.218   0.6890   0.0414    0.943   0.76    1.75  DOMAIN_4U2
  0.041   0.1295   0.0078    0.943   0.76    1.80  DISGUISE_PORN
  2.483   7.7532   0.5045    0.939   0.76    0.17  ONLY_COST
  4.291   0.3693   5.7637    0.060   0.76   -0.14  X_AUTH_WARNING
  0.045   0.1419   0.0088    0.942   0.75    0.00  NO_DISAPPOINTMENT
  0.928   2.9064   0.1858    0.940   0.75    1.22  MANY_EXCLAMATIONS
  2.505   7.7807   0.5242    0.937   0.75    0.16  HTML_80_90
  0.126   0.3941   0.0248    0.941   0.75    0.81  LARGE_HEX
  1.293   4.0351   0.2639    0.939   0.75    0.02  HTML_TITLE_EMPTY
  0.911   2.8444   0.1853    0.939   0.75    0.00  HTML_FONT_COLOR_NOHASH
  0.081   0.0069   0.1087    0.060   0.75    0.00  FAILURE_NOTICE_1
  0.144   0.4493   0.0290    0.939   0.75    0.00  UPPERCASE_75_100
  0.641   1.9996   0.1314    0.938   0.75    1.63  INVALID_MSGID
  2.477   7.6553   0.5320    0.935   0.75    0.00  MAILTO_WITH_SUBJ
  0.026   0.0799   0.0052    0.939   0.75    0.11  RAPE
  0.617   1.9224   0.1273    0.938   0.75    0.00  SAVE_UP_TO
  2.543   7.8303   0.5578    0.933   0.74    0.00  MSGID_HAS_NO_AT
  0.424   1.3161   0.0885    0.937   0.74    1.35  ALL_CAP_PORN
  0.996   3.0869   0.2111    0.936   0.74    1.52  DATE_IN_FUTURE_03_06
  0.012   0.0386   0.0026    0.937   0.74    1.19  ONCE_IN_LIFETIME
  1.403   4.3313   0.3038    0.934   0.74    0.00  SAVE_MONEY
  0.346   1.0708   0.0735    0.936   0.74    0.17  HTML_TAG_EXISTS_BASE
  0.278   0.8572   0.0605    0.934   0.73    0.00  FOR_INSTANT_ACCESS
  0.277   0.8544   0.0605    0.934   0.73    0.23  INSTANT_ACCESS
  0.036   0.1102   0.0078    0.934   0.73    0.56  REPLY_TO_EMPTY
  0.364   1.1204   0.0802    0.933   0.73    0.84  SATISFACTION
  0.302   0.9288   0.0668    0.933   0.73    0.00  FROM_HAS_UNDERLINE_NUMS
  9.538  28.1545   2.5470    0.917   0.73    0.58  FROM_ENDS_IN_NUMS
  0.392   1.2058   0.0869    0.933   0.73    0.00  HTML_IMAGE_RATIO_12
  4.970   0.5113   6.6439    0.071   0.73    0.00  SIGNATURE_SHORT_DENSE
  0.173   0.5306   0.0388    0.932   0.73    2.50  SUB_HELLO
  0.438   1.3381   0.0994    0.931   0.73    0.00  HTML_IMAGE_RATIO_10
  0.753   2.2987   0.1728    0.930   0.73    0.00  EXCUSE_7
  3.143   9.4772   0.7643    0.925   0.72    0.81  HTML_40_50
  0.818   2.4916   0.1894    0.929   0.72    0.00  HTML_COMMENT_EMAIL
  0.397   1.2100   0.0911    0.930   0.72    1.08  EXCUSE_11
  1.801   5.4586   0.4280    0.927   0.72    0.04  DIET
  0.005   0.0138   0.0010    0.930   0.72    0.00  OUR_COMPENSATION
  0.002   0.0069   0.0005    0.930   0.72    0.00  TRACE_BY_SSN
  0.479   1.4525   0.1128    0.928   0.72    0.16  MIME_EXCESSIVE_QP
  0.026   0.0799   0.0062    0.928   0.72    0.59  CASH_BONUS
  0.024   0.0730   0.0057    0.928   0.72    0.00  HTML_IMAGE_AREA_07
  0.767   2.3124   0.1863    0.925   0.71    0.00  ORDER_NOW
  0.280   0.8461   0.0678    0.926   0.71    0.33  UPPERCASE_50_75
  0.656   1.9776   0.1604    0.925   0.71    0.43  NO_FEE
  0.166   0.5016   0.0404    0.926   0.71    0.00  FREE_DVD
  2.908   8.6613   0.7478    0.921   0.71    0.60  INVALID_DATE
  0.920   2.7521   0.2323    0.922   0.70    0.71  DATE_MISSING
  0.175   0.0193   0.2329    0.077   0.70    0.00  MAILER_DAEMON
  0.021   0.0620   0.0052    0.923   0.70    0.64  START_NOW_CAPS
  0.012   0.0372   0.0031    0.923   0.70    1.80  LUXURY_CAR
  0.347   1.0377   0.0875    0.922   0.70    1.81  DEAR_SOMETHING
  0.155   0.4630   0.0393    0.922   0.70    0.00  HTML_TAG_EXISTS_PARAM
  5.621   0.6890   7.4735    0.084   0.69    0.00  HAS_ORGANIZATION
  6.830  19.6943   1.9990    0.908   0.69    0.10  MAILTO_LINK
  0.055   0.1626   0.0145    0.918   0.69    0.32  SEDUCTION
  0.363   1.0722   0.0963    0.918   0.69    0.00  LARGE_COLLECTION
  0.426   1.2596   0.1133    0.917   0.69    0.00  CASHCASHCASH
  0.068   0.1998   0.0181    0.917   0.69    1.42  DRASTIC_REDUCED
  1.291   3.7732   0.3586    0.913   0.68    0.00  HTML_JAVASCRIPT
  2.736   0.3459   3.6337    0.087   0.68    0.00  USER_AGENT
  0.107   0.3142   0.0295    0.914   0.68    1.26  MIME_DEFICIENT_QP
  0.002   0.0055   0.0005    0.914   0.68    0.00  NO_MIDDLEMAN
  0.164   0.0207   0.2184    0.086   0.68    0.00  YAHOO_MSGID_ADDED
  0.044   0.1295   0.0124    0.913   0.67    0.00  SHOPPING_SPREE
  0.174   0.5030   0.0502    0.909   0.67    0.86  SUBJ_BUY
  2.219   6.3599   0.6634    0.906   0.67    0.34  HTML_30_40
  0.202   0.5843   0.0585    0.909   0.67    0.20  WHILE_SUPPLIES
  0.162   0.4686   0.0471    0.909   0.67    0.96  SEE_FOR_YOURSELF
  1.726   4.9515   0.5154    0.906   0.66    0.31  DATE_IN_PAST_06_12
  0.096   0.2770   0.0279    0.908   0.66    0.00  LONG_DISTANCE
  1.569   4.4843   0.4745    0.904   0.66    0.59  FOR_FREE
  0.150   0.4327   0.0445    0.907   0.66    0.00  CONGRATULATIONS
  0.162   0.4644   0.0481    0.906   0.66    0.00  BE_AMAZED
  0.106   0.3032   0.0316    0.906   0.66    0.00  DIRECT_EMAIL
  1.342   3.8187   0.4119    0.903   0.65    0.00  HTML_FONT_FACE_BAD
  0.421   0.0606   0.5558    0.098   0.65   -1.68  RESENT_TO
  1.334   3.7663   0.4207    0.900   0.65    0.00  EXCUSE_1
  0.518   1.4649   0.1625    0.900   0.64    1.55  TONER
  0.043   0.1213   0.0135    0.900   0.64    0.06  LINK_TO_NO_SCHEME
  2.138   5.9851   0.6929    0.896   0.64    0.26  UNSUB_PAGE
  0.097   0.2729   0.0316    0.896   0.63    0.18  NO_PURCHASE
  1.346   3.7346   0.4492    0.893   0.63    1.09  TO_ADDRESS_EQ_REAL
  0.900   2.5026   0.2986    0.893   0.63    1.76  PLING_PLING
  1.591   4.3989   0.5366    0.891   0.63    0.00  LINES_OF_YELLING_3
  0.059   0.1626   0.0202    0.890   0.62    0.00  DOMAIN_SUBJECT
  0.006   0.0165   0.0021    0.889   0.61    0.00  NEW_CUSTOMER
  1.782   4.8412   0.6339    0.884   0.61    0.85  SUBJ_ALL_CAPS
  0.041   0.1130   0.0145    0.886   0.61    1.91  EXCUSE_6
  0.240   0.6532   0.0843    0.886   0.61    0.37  HTML_RELAYING_FRAME
  2.655   7.1496   0.9667    0.881   0.60    0.00  LINES_OF_YELLING_2
  2.026   5.4283   0.7488    0.879   0.60    0.36  DATE_IN_PAST_03_06
  0.158   0.4245   0.0585    0.879   0.59    0.05  YOU_WON
  0.222   0.0400   0.2898    0.121   0.59   -0.22  FORGOTTEN_PASSWORD
  1.934   5.1334   0.7322    0.875   0.59    0.86  UPPERCASE_25_50
  1.759   0.3294   2.2955    0.125   0.58    0.00  X_LOOP
  0.611   1.6206   0.2318    0.875   0.58    2.11  DATE_IN_PAST_96_XX
  0.038   0.1020   0.0145    0.876   0.58    2.20  X_GCMULTI
  0.178   0.4686   0.0683    0.873   0.57    2.10  FROM_AND_TO_SAME
  0.081   0.2136   0.0316    0.871   0.57    1.16  INCREASE_SOMETHING
  1.604   4.1784   0.6370    0.868   0.57    0.12  DATE_IN_PAST_12_24
  1.043   2.7245   0.4119    0.869   0.57    0.00  WEIRD_PORT
  0.005   0.0138   0.0021    0.869   0.57    0.00  MURKOWSKI_CRUFT
  1.038   2.6997   0.4135    0.867   0.56    1.18  HOT_NASTY
  0.432   1.1259   0.1713    0.868   0.56    1.07  PLING_QUERY
  0.028   0.0730   0.0114    0.865   0.56    2.20  MARKET_SOLUTION
  0.234   0.6036   0.0952    0.864   0.55    0.00  DOMAIN_BODY
  0.071   0.1833   0.0295    0.861   0.55    0.00  JAVASCRIPT_URI
  0.068   0.1736   0.0279    0.861   0.55    0.78  DONT_DELETE
  0.400   1.0074   0.1713    0.855   0.53    0.00  SAVE_BUCKS
  0.283   0.7111   0.1221    0.853   0.53    0.00  EARN_PER_WEEK
  6.655  16.2767   3.0423    0.843   0.53    0.00  LINES_OF_YELLING
  1.600   3.9662   0.7115    0.848   0.52    1.29  HTML_20_30
  0.446   1.0997   0.2008    0.846   0.51    0.00  ASCII_FORM_ENTRY
  0.191   0.4699   0.0859    0.845   0.51    0.00  ASKS_BILLING_ADDRESS
  2.181   5.3208   1.0024    0.841   0.51    1.37  MSG_ID_ADDED_BY_MTA_2
  0.151   0.3693   0.0688    0.843   0.50    2.00  SEARCH_ENGINE_PROMO
  0.001   0.0028   0.0005    0.842   0.50    0.00  WEALTH
  0.544   1.3216   0.2515    0.840   0.50    0.00  GREAT_OFFER
  0.194   0.4658   0.0921    0.835   0.49    0.52  FROM_ALL_NUMS
  1.599   3.7925   0.7747    0.830   0.48    0.76  RISK_FREE
  1.615   3.8008   0.7943    0.827   0.47    0.00  EXCUSE_16
  0.186   0.4382   0.0916    0.827   0.47    1.90  DATE_IN_FUTURE_96_XX
  2.599   5.9906   1.3253    0.819   0.46    0.74  MAILTO_TO_SPAM_ADDR
  1.632   3.7457   0.8383    0.817   0.45    0.78  MISSING_HEADERS
  3.258   7.3494   1.7211    0.810   0.44    0.49  MIME_LONG_LINE_QP
  1.810   4.0750   0.9589    0.810   0.44    1.29  OPT_IN
  0.054   0.1227   0.0285    0.812   0.44    0.00  MASS_EMAIL
  0.803   1.8067   0.4259    0.809   0.43    0.00  FREE_TRIAL
  0.281   0.6243   0.1521    0.804   0.42    0.69  MSGID_CHARS_SPAM
  0.748   0.2425   0.9377    0.206   0.40    0.00  FWD_MSG
  0.750   1.6124   0.4259    0.791   0.40    0.51  SMTPD_IN_RCVD
  0.116   0.2439   0.0678    0.783   0.38    0.01  MARKETING
  0.005   0.0110   0.0031    0.780   0.37    0.00  WORRY_FREE
  2.051   0.7400   2.5429    0.225   0.36    0.00  USER_AGENT_MOZILLA_XM
 18.067  34.2139  12.0035    0.740   0.35    0.89  NO_REAL_NAME
  1.867   3.7650   1.1545    0.765   0.35    1.70  TO_MALFORMED
  0.231   0.0882   0.2851    0.236   0.34    0.00  HTML_COMMENT_EGP
  0.572   1.1314   0.3622    0.757   0.33    0.00  DATE_IN_PAST_24_48
  1.164   2.2807   0.7452    0.754   0.33    1.30  HTML_10_20
  1.415   2.7521   0.9123    0.751   0.32    0.00  CALL_FREE
  0.584   1.1011   0.3891    0.739   0.30    0.00  HTML_FONT_FACE_CAPS
  1.264   2.3538   0.8544    0.734   0.29    0.00  EMAIL_MARKETING
  0.051   0.0248   0.0605    0.291   0.25   -1.24  USER_AGENT_GNUS_XM
  6.113  10.3578   4.5197    0.696   0.24    0.85  MSG_ID_ADDED_BY_MTA_3
  0.303   0.5182   0.2225    0.700   0.23    1.01  FROM_NO_LOWER
  1.207   1.8673   0.9594    0.661   0.18    1.30  HTML_00_10
  0.536   0.7938   0.4399    0.643   0.15    0.00  UNDISC_RECIPS
  0.610   0.7924   0.5418    0.594   0.09    0.00  US_DOLLARS_2
  0.001   0.0014   0.0010    0.571   0.07    0.00  IN_ACCORDANCE_WITH_LAWS
  0.000   0.0000   0.0000    0.500   0.00    0.00  POST_IN_RCVD
  0.000   0.0000   0.0000    0.500   0.00    0.00  WWW_AUTOREMOVE_COM
  0.000   0.0000   0.0000    0.500   0.00    0.00  MSN_GROUPS
  0.000   0.0000   0.0000    0.500   0.00    0.00  NO_SELLING
  0.000   0.0000   0.0000    0.500   0.00    0.00  PORN_GALLERIES
  0.000   0.0000   0.0000    0.500   0.00    0.00  HOTMAIL_FOOTER3
  0.000   0.0000   0.0000    0.500   0.00    0.00  SPAM_FORM_ACTION
  0.000   0.0000   0.0000    0.500   0.00    0.00  MAILMAN_CONFIRM
  0.000   0.0000   0.0000    0.500   0.00    0.00  SPAM_FORM_RETURN
  0.000   0.0000   0.0000    0.500   0.00    0.00  VAR_REF_IN_RECEIVED
  0.000   0.0000   0.0000    0.500   0.00    0.00  DATE_IN_PAST_48_96
  0.000   0.0000   0.0000    0.500   0.00    0.00  X_ACCEPT_LANG
  0.000   0.0000   0.0000    0.500   0.00    0.00  SMIME_SIGNATURE
  0.000   0.0000   0.0000    0.500   0.00    0.00  BAYES_56
  0.000   0.0000   0.0000    0.500   0.00    0.00  BAYES_50
  0.000   0.0000   0.0000    0.500   0.00    0.00  MARKUP_SSPL
  0.000   0.0000   0.0000    0.500   0.00    0.00  SPAM_FORM
  0.000   0.0000   0.0000    0.500   0.00    0.00  BAYES_44
  0.000   0.0000   0.0000    0.500   0.00    0.00  X_FIX_PRESENT
  0.000   0.0000   0.0000    0.500   0.00    0.00  BAYES_40
  0.000   0.0000   0.0000    0.500   0.00    0.00  WWW_CLIK4YOU_COM
  0.000   0.0000   0.0000    0.500   0.00    0.00  SUBJ_RIPPED
  0.000   0.0000   0.0000    0.500   0.00    0.00  RATWARE_DIFFOND
  0.000   0.0000   0.0000    0.500   0.00    0.00  TO_INVESTORS
  0.000   0.0000   0.0000    0.500   0.00    0.00  SUBJECT_IS_IN_REVIEW
  0.000   0.0000   0.0000    0.500   0.00    0.00  MANY_FROMS

Rule file versions for which these results apply:
(SpamAssassin Version string: 2.50)

-rw-r--r--    1 felicity fame         5847 Feb 11 10:59 10_misc.cf
-rw-r--r--    1 felicity fame         4515 Feb 11 10:59 20_anti_ratware.cf
-rw-r--r--    1 felicity fame         8921 Feb 11 10:59 20_body_tests.cf
-rw-r--r--    1 felicity fame        13147 Feb 11 10:59 20_compensate.cf
-rw-r--r--    1 felicity fame        36548 Feb 15 18:23 20_head_tests.cf
-rw-r--r--    1 felicity fame        12281 Feb 16 19:19 20_html_tests.cf
-rw-r--r--    1 felicity fame         7808 Feb 16 15:03 20_meta_tests.cf
-rw-r--r--    1 felicity fame        42521 Feb 11 10:59 20_phrases.cf
-rw-r--r--    1 felicity fame         5416 Feb 11 10:59 20_porn.cf
-rw-r--r--    1 felicity fame         7660 Feb 17 12:59 20_ratware.cf
-rwxr-xr-x    1 felicity fame         4725 Feb 11 10:59 20_uri_tests.cf
-rw-r--r--    1 felicity fame         2918 Feb 11 10:59 23_bayes.cf
-rw-r--r--    1 felicity fame         8447 Feb 15 09:29 25_body_tests_es.cf
-rw-r--r--    1 felicity fame        10681 Feb 11 10:59 25_body_tests_pl.cf
-rw-r--r--    1 felicity fame          813 Feb 11 10:59 25_head_tests_es.cf
-rw-r--r--    1 felicity fame          682 Feb 11 10:59 25_head_tests_pl.cf
-rw-r--r--    1 felicity fame         9931 Feb 15 18:18 30_text_de.cf
-rw-r--r--    1 felicity fame         6679 Feb 15 18:18 30_text_es.cf
-rw-r--r--    1 felicity fame        36856 Feb 15 18:18 30_text_fr.cf
-rw-r--r--    1 felicity fame         5708 Feb 15 18:18 30_text_pl.cf
-rw-r--r--    1 felicity fame            0 Oct 23 11:34 40_spam_phrases.cf
-rw-r--r--    1 felicity fame        37110 Feb 16 19:19 50_scores.cf
-rw-r--r--    1 felicity fame         4024 Feb 11 10:59 60_whitelist.cf
-rw-r--r--    1 felicity fame          267 Dec 22 14:32 local.cf
