STATISTICS REPORT FOR SPAMASSASSIN RULESET

Classification success on test corpora, at default threshold:

# SUMMARY for threshold 5.0:
# Correctly non-spam:  83400  56.86%  (99.92% of non-spam corpus)
# Correctly spam:      60861  41.50%  (96.29% of spam corpus)
# False positives:        65  0.04%  (0.08% of nonspam,   2919 weighted)
# False negatives:      2342  1.60%  (3.71% of spam,   7412 weighted)
# Average score for spam:  21.1    nonspam: -17.1
# Average for false-pos:   5.9  false-neg: 3.2
# TOTAL:              146668  100.00%

Results on test corpora at various alternative thresholds:

# SUMMARY for threshold -4.0:
# Correctly non-spam:  67754  46.20%  (81.18% of non-spam corpus)
# Correctly spam:      63184  43.08%  (99.97% of spam corpus)
# False positives:     15711  10.71%  (18.82% of nonspam,   9193 weighted)
# False negatives:        19  0.01%  (0.03% of spam,   -173 weighted)

# SUMMARY for threshold -3.0:
# Correctly non-spam:  69626  47.47%  (83.42% of non-spam corpus)
# Correctly spam:      63166  43.07%  (99.94% of spam corpus)
# False positives:     13839  9.44%  (16.58% of nonspam,  58135 weighted)
# False negatives:        37  0.03%  (0.06% of spam,   -234 weighted)

# SUMMARY for threshold -2.0:
# Correctly non-spam:  70907  48.35%  (84.95% of non-spam corpus)
# Correctly spam:      63147  43.05%  (99.91% of spam corpus)
# False positives:     12558  8.56%  (15.05% of nonspam,  81422 weighted)
# False negatives:        56  0.04%  (0.09% of spam,   -280 weighted)

# SUMMARY for threshold -1.0:
# Correctly non-spam:  72510  49.44%  (86.87% of non-spam corpus)
# Correctly spam:      63119  43.04%  (99.87% of spam corpus)
# False positives:     10955  7.47%  (13.13% of nonspam,  99795 weighted)
# False negatives:        84  0.06%  (0.13% of spam,   -323 weighted)

# SUMMARY for threshold 0.0:
# Correctly non-spam:  74649  50.90%  (89.44% of non-spam corpus)
# Correctly spam:      63079  43.01%  (99.80% of spam corpus)
# False positives:      8816  6.01%  (10.56% of nonspam, 108417 weighted)
# False negatives:       124  0.08%  (0.20% of spam,   -342 weighted)

# SUMMARY for threshold 1.0:
# Correctly non-spam:  78832  53.75%  (94.45% of non-spam corpus)
# Correctly spam:      62940  42.91%  (99.58% of spam corpus)
# False positives:      4633  3.16%  (5.55% of nonspam,  89352 weighted)
# False negatives:       263  0.18%  (0.42% of spam,   -268 weighted)

# SUMMARY for threshold 2.0:
# Correctly non-spam:  80589  54.95%  (96.55% of non-spam corpus)
# Correctly spam:      62729  42.77%  (99.25% of spam corpus)
# False positives:      2876  1.96%  (3.45% of nonspam,  69703 weighted)
# False negatives:       474  0.32%  (0.75% of spam,     59 weighted)

# SUMMARY for threshold 3.0:
# Correctly non-spam:  82069  55.96%  (98.33% of non-spam corpus)
# Correctly spam:      62393  42.54%  (98.72% of spam corpus)
# False positives:      1396  0.95%  (1.67% of nonspam,  42122 weighted)
# False negatives:       810  0.55%  (1.28% of spam,    917 weighted)

# SUMMARY for threshold 4.0:
# Correctly non-spam:  82890  56.52%  (99.31% of non-spam corpus)
# Correctly spam:      61870  42.18%  (97.89% of spam corpus)
# False positives:       575  0.39%  (0.69% of nonspam,  20712 weighted)
# False negatives:      1333  0.91%  (2.11% of spam,   2784 weighted)

# SUMMARY for threshold 4.5:
# Correctly non-spam:  83077  56.64%  (99.54% of non-spam corpus)
# Correctly spam:      61459  41.90%  (97.24% of spam corpus)
# False positives:       388  0.26%  (0.46% of nonspam,  14749 weighted)
# False negatives:      1744  1.19%  (2.76% of spam,   4535 weighted)

# SUMMARY for threshold 5.5:
# Correctly non-spam:  83428  56.88%  (99.96% of non-spam corpus)
# Correctly spam:      60278  41.10%  (95.37% of spam corpus)
# False positives:        37  0.03%  (0.04% of nonspam,   1825 weighted)
# False negatives:      2925  1.99%  (4.63% of spam,  10467 weighted)

# SUMMARY for threshold 6.0:
# Correctly non-spam:  83441  56.89%  (99.97% of non-spam corpus)
# Correctly spam:      59592  40.63%  (94.29% of spam corpus)
# False positives:        24  0.02%  (0.03% of nonspam,   1265 weighted)
# False negatives:      3611  2.46%  (5.71% of spam,  14421 weighted)

# SUMMARY for threshold 6.5:
# Correctly non-spam:  83450  56.90%  (99.98% of non-spam corpus)
# Correctly spam:      58929  40.18%  (93.24% of spam corpus)
# False positives:        15  0.01%  (0.02% of nonspam,    839 weighted)
# False negatives:      4274  2.91%  (6.76% of spam,  18545 weighted)

# SUMMARY for threshold 7.0:
# Correctly non-spam:  83457  56.90%  (99.99% of non-spam corpus)
# Correctly spam:      58047  39.58%  (91.84% of spam corpus)
# False positives:         8  0.01%  (0.01% of nonspam,    481 weighted)
# False negatives:      5156  3.52%  (8.16% of spam,  24501 weighted)

# SUMMARY for threshold 8.0:
# Correctly non-spam:  83461  56.90%  (100.00% of non-spam corpus)
# Correctly spam:      56195  38.31%  (88.91% of spam corpus)
# False positives:         4  0.00%  (0.00% of nonspam,    260 weighted)
# False negatives:      7008  4.78%  (11.09% of spam,  38388 weighted)

# SUMMARY for threshold 9.0:
# Correctly non-spam:  83465  56.91%  (100.00% of non-spam corpus)
# Correctly spam:      54345  37.05%  (85.98% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:      8858  6.04%  (14.02% of spam,  54140 weighted)

# SUMMARY for threshold 10.0:
# Correctly non-spam:  83465  56.91%  (100.00% of non-spam corpus)
# Correctly spam:      52211  35.60%  (82.61% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:     10992  7.49%  (17.39% of spam,  74447 weighted)

# SUMMARY for threshold 12.0:
# Correctly non-spam:  83465  56.91%  (100.00% of non-spam corpus)
# Correctly spam:      47238  32.21%  (74.74% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:     15965  10.89%  (25.26% of spam, 129193 weighted)

# SUMMARY for threshold 15.0:
# Correctly non-spam:  83465  56.91%  (100.00% of non-spam corpus)
# Correctly spam:      39305  26.80%  (62.19% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:     23898  16.29%  (37.81% of spam, 236309 weighted)

# SUMMARY for threshold 17.0:
# Correctly non-spam:  83465  56.91%  (100.00% of non-spam corpus)
# Correctly spam:      34233  23.34%  (54.16% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:     28970  19.75%  (45.84% of spam, 317341 weighted)

# SUMMARY for threshold 20.0:
# Correctly non-spam:  83465  56.91%  (100.00% of non-spam corpus)
# Correctly spam:      27434  18.70%  (43.41% of spam corpus)
# False positives:         0  0.00%  (0.00% of nonspam,      0 weighted)
# False negatives:     35769  24.39%  (56.59% of spam, 442968 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
 146668    63203    83465    0.431   0.00    0.00  (all messages)
100.000  43.0926  56.9074    0.431   0.00    0.00  (all messages as %)
 27.135   0.0190  47.6679    0.000   1.00   -6.60  BAYES_01
 20.542  47.5832   0.0659    0.999   1.00    2.85  BAYES_90
 19.503  45.1039   0.1162    0.997   0.99    1.11  RAZOR2_CF_RANGE_91_100
 23.614  54.1794   0.4685    0.991   0.99    0.79  RAZOR2_CHECK
 18.379   0.0047  32.2926    0.000   0.98   -6.50  REFERENCES
 15.843   0.0079  27.8344    0.000   0.97   -6.50  EMAIL_ATTRIBUTION
 15.116   0.0032  26.5608    0.000   0.97   -6.50  REPLY_WITH_QUOTES
 10.184  23.6302   0.0024    1.000   0.97    4.40  MSGID_OUTLOOK_TIME
 19.527   0.2342  34.1365    0.007   0.96   -3.20  QUOTED_EMAIL_TEXT
 22.138   0.3908  38.6054    0.010   0.96   -3.20  IN_REP_TO
  8.457   0.0016  14.8601    0.000   0.95   -6.40  BAYES_00
  6.427  14.8996   0.0120    0.999   0.95    2.81  BAYES_80
  4.841  11.2336   0.0000    1.000   0.95    4.30  MSGID_SPAMSIGN_6LETTER
  7.458   0.0142  13.0953    0.001   0.95   -5.80  BAYES_10
  4.272   9.9125   0.0000    1.000   0.95    4.30  MSGID_SPAMSIGN_ZEROES
  3.864   8.9663   0.0000    1.000   0.95    4.30  MIME_ODD_CASE
  4.275   9.9141   0.0048    1.000   0.95    4.30  MSGID_OE_SPAM_4ZERO
  4.917   0.0016   8.6384    0.000   0.95   -6.40  USER_AGENT_KMAIL
  3.668   8.5075   0.0036    1.000   0.95    4.30  INVALID_DATE_TZ_ABSURD
  2.663   6.1801   0.0000    1.000   0.94    4.30  FORGED_AOL_RCVD
  3.479   8.0613   0.0084    0.999   0.94    2.79  BAYES_99
  2.542   5.8985   0.0000    1.000   0.94    4.30  SUBJ_FULL_OF_8BITS
  4.672   0.0095   8.2022    0.001   0.94   -5.80  GROUPS_YAHOO_1
  2.971   6.8873   0.0048    0.999   0.94    2.13  HEADER_8BITS
  4.535  10.4900   0.0264    0.997   0.94    1.25  PYZOR_CHECK
  3.016   0.0000   5.3004    0.000   0.94   -6.30  USER_AGENT_MUTT
  2.782   0.0000   4.8895    0.000   0.94   -6.30  ORIGINAL_MESSAGE
  5.736  13.2367   0.0563    0.996   0.94    2.76  DCC_CHECK
  1.813   4.2071   0.0000    1.000   0.94    4.30  X_LIST_UNSUBSCRIBE
  2.752   6.3763   0.0072    0.999   0.94    4.29  RCVD_IN_OPM
  1.621   3.7625   0.0000    1.000   0.94    4.30  KOREAN_UCE_SUBJECT
  1.357   3.1502   0.0000    1.000   0.94    4.30  WITH_LC_SMTP
  2.210   0.0016   3.8819    0.000   0.94   -6.30  USER_AGENT_MOZILLA_UA
  2.422   5.6121   0.0072    0.999   0.94    1.10  FORGED_HOTMAIL_RCVD
  1.143   2.6534   0.0000    1.000   0.94    4.30  CONFIRMED_FORGED
  2.416   5.5963   0.0084    0.999   0.94    4.29  TRACKER_ID
  1.610   3.7324   0.0024    0.999   0.94    4.29  FROM_OFFERS
  1.939   4.4935   0.0048    0.999   0.94    2.18  FROM_HAS_MIXED_NUMS2
  0.953   2.2119   0.0000    1.000   0.94    4.30  MULTI_FORGED
  0.928   2.1534   0.0000    1.000   0.94    4.30  WE_HONOR_ALL
  0.913   2.1186   0.0000    1.000   0.94    4.30  EXCUSE_24
  0.869   2.0157   0.0000    1.000   0.94    4.30  REMOVE_RESPECT
  0.850   1.9730   0.0000    1.000   0.94    4.30  X_X_PRESENT
 24.196   0.8702  41.8595    0.020   0.94   -0.60  KNOWN_MAILING_LIST
  2.225   5.1517   0.0084    0.998   0.94    3.60  RCVD_FAKE_HELO_DOTCOM
  0.991   0.0000   1.7420    0.000   0.94   -6.30  PGP_SIGNATURE_2
  0.950   0.0000   1.6690    0.000   0.94   -6.30  HABEAS_SWE
  0.676   1.5695   0.0000    1.000   0.94    4.30  FAKED_UNDISC_RECIPS
  3.468   8.0139   0.0264    0.997   0.94    1.10  RCVD_IN_SBL
  0.828   0.0000   1.4545    0.000   0.94   -6.30  BUGZILLA_BUG
  0.612   1.4192   0.0000    1.000   0.94    4.30  RATWARE_EGROUPS
  0.605   1.4034   0.0000    1.000   0.94    4.30  BANG_OPRAH
  0.598   1.3876   0.0000    1.000   0.94    4.30  SENT_IN_COMPLIANCE
  0.575   1.3354   0.0000    1.000   0.94    4.30  HTML_COMMENT_SKY
  0.541   1.2563   0.0000    1.000   0.94    4.30  FINANCIAL
  0.700   0.0000   1.2293    0.000   0.94   -6.30  USER_AGENT_XIMIAN
  0.477   1.1060   0.0000    1.000   0.94    4.30  DATE_YEAR_ZERO_FIRST
  3.962   9.1451   0.0371    0.996   0.94    1.10  HTML_LINK_CLICK_CAPS
  0.467   1.0838   0.0000    1.000   0.94    4.30  WRINKLES
  0.436   1.0126   0.0000    1.000   0.94    4.30  UNDER_BILL_1618
  0.422   0.9794   0.0000    1.000   0.94    2.90  X_PRECEDENCE_REF
  0.412   0.9557   0.0000    1.000   0.94    2.90  RATWARE_OE_PI
  0.406   0.9414   0.0000    1.000   0.94    2.90  FREE_QUOTE_INSTANT
  0.405   0.9398   0.0000    1.000   0.94    2.90  LOSE_POUNDS
  2.954   0.0111   5.1818    0.002   0.94   -5.80  SIGNATURE_LONG_SPARSE
  0.375   0.8702   0.0000    1.000   0.94    2.90  COPY_ACCURATELY
  0.367   0.8512   0.0000    1.000   0.94    2.90  INVALUABLE_MARKETING
  0.353   0.8196   0.0000    1.000   0.94    2.90  ORDER_REPORT
  0.349   0.8101   0.0000    1.000   0.94    2.90  HTTP_CTRL_CHARS_HOST
  0.319   0.7405   0.0000    1.000   0.94    2.90  UCE_MAIL_ACT
  0.310   0.7199   0.0000    1.000   0.94    2.90  FORGED_MX_HOTMAIL
  0.310   0.7183   0.0000    1.000   0.94    2.90  JODY
  0.298   0.6914   0.0000    1.000   0.94    2.90  OBSCURED_EMAIL
  0.294   0.6819   0.0000    1.000   0.94    2.90  HTML_SHOUTING6
  0.290   0.6740   0.0000    1.000   0.94    2.90  HR_3113
  0.288   0.6693   0.0000    1.000   0.94    2.90  X_VMP_TEXT
  0.288   0.6693   0.0000    1.000   0.94    2.90  EXCUSE_22
  0.282   0.6550   0.0000    1.000   0.94    2.90  EXCUSE_23
  0.366   0.0000   0.6434    0.000   0.94   -6.30  PATCH_UNIFIED_DIFF
  5.317  12.2431   0.0719    0.994   0.94    1.74  BASE64_ENC_TEXT
  0.259   0.6012   0.0000    1.000   0.94    2.90  FURTHER_TRANSMISSIONS
  0.249   0.5775   0.0000    1.000   0.94    2.90  RECEIVE_EMAIL
  0.327   0.0000   0.5739    0.000   0.94   -6.30  USER_AGENT_GNUS_UA
  1.067   2.4730   0.0024    0.999   0.94    1.10  CONSOLIDATE_DEBT
  0.305   0.0000   0.5356    0.000   0.94   -6.30  SIGNATURE_LONG_DENSE
  0.226   0.5253   0.0000    1.000   0.94    2.90  DATE_IN_FUTURE_24_48
  0.216   0.5016   0.0000    1.000   0.94    2.90  SUBJ_LIFE_INSURANCE
  0.201   0.4667   0.0000    1.000   0.93    2.90  X_ENC_PRESENT
  0.199   0.4620   0.0000    1.000   0.93    2.90  USERNAME_IN_SUBJECT
  0.194   0.4493   0.0000    1.000   0.93    2.90  RATWARE_OE_MALFORMED
  0.185   0.4304   0.0000    1.000   0.93    2.90  HIDDEN_ASSETS
  0.180   0.4177   0.0000    1.000   0.93    2.90  RATWARE_GROUPMAIL
  0.179   0.4161   0.0000    1.000   0.93    2.90  RATWARE_JPFREE
  0.174   0.4035   0.0000    1.000   0.93    2.90  FROM_NUM_AT_WEBMAIL
  0.172   0.4003   0.0000    1.000   0.93    2.90  NOT_INTENDED
  1.718   3.9777   0.0072    0.998   0.93    1.67  REMOVE_POSTAL
  0.162   0.3750   0.0000    1.000   0.93    2.90  PORN_MEMBERSHIP
  0.161   0.3734   0.0000    1.000   0.93    2.90  MIME_BOUND_OPTIN
  0.160   0.3702   0.0000    1.000   0.93    2.90  PREST_NON_ACCREDITED
  0.751   1.7420   0.0012    0.999   0.93    4.29  RCVD_IN_DSBL
  0.158   0.3671   0.0000    1.000   0.93    2.90  NOT_ADVISOR
  0.155   0.3592   0.0000    1.000   0.93    2.90  RATWARE_FLOAT
  0.153   0.3544   0.0000    1.000   0.93    2.90  MIME_BOUND_MANY_HEX
  0.152   0.3528   0.0000    1.000   0.93    2.90  TO_TXT
  0.144   0.3338   0.0000    1.000   0.93    2.90  HTML_COMMENT_8BITS
  0.142   0.3307   0.0000    1.000   0.93    2.90  PORN_15
  0.132   0.3069   0.0000    1.000   0.93    2.90  OUR_AFFILIATE_PARTNERS
  0.130   0.3022   0.0000    1.000   0.93    2.90  SUBJ_GUARANTEED
  0.128   0.2975   0.0000    1.000   0.93    2.90  OUR_PRIVACY_POLICY
  0.119   0.2769   0.0000    1.000   0.93    2.90  NONEXISTENT_CHARSET
  0.119   0.2769   0.0000    1.000   0.93    2.90  NO_CREDIT_CHECK
  0.117   0.2706   0.0000    1.000   0.93    2.90  RCVD_BY_QVES_COM
  0.116   0.2690   0.0000    1.000   0.93    2.90  BE_BOSS
  9.713   0.1440  16.9592    0.008   0.93   -3.10  X_MAILING_LIST
  0.108   0.2516   0.0000    1.000   0.93    2.90  DIG_UP_INFO
  0.108   0.2516   0.0000    1.000   0.93    2.90  NOT_MLM
  0.107   0.2484   0.0000    1.000   0.93    2.90  RATWARE_STORM
  0.107   0.2484   0.0000    1.000   0.93    2.90  X_STORMPOST_TO
  0.106   0.2468   0.0000    1.000   0.93    2.90  CUM_SHOT
  0.105   0.2437   0.0000    1.000   0.93    2.90  USE_IDENTITY
  0.105   0.2437   0.0000    1.000   0.93    2.90  YOU_CAN_SEARCH
  0.099   0.2294   0.0000    1.000   0.93    2.90  FORGED_TELESP_RCVD
  0.099   0.2294   0.0000    1.000   0.93    2.90  MIME_BOUND_RKFINDY
  0.098   0.2278   0.0000    1.000   0.93    2.90  RATWARE_IMKTG
  0.718   1.6645   0.0012    0.999   0.93    2.60  FORGED_MUA_AOL
  0.096   0.2231   0.0000    1.000   0.93    2.90  MSGID_3_DOLLARS
  0.096   0.2231   0.0000    1.000   0.93    2.90  RATWARE_VC_IPA
  0.093   0.2168   0.0000    1.000   0.93    2.90  HTML_SHOUTING7
  0.085   0.1962   0.0000    1.000   0.93    2.90  HTML_SHOUTING8
  0.110   0.0000   0.1941    0.000   0.93   -2.90  GENUINE_EBAY_RCVD
  0.077   0.1788   0.0000    1.000   0.93    2.90  MEGA_SITE
  0.102   0.0000   0.1785    0.000   0.93   -2.90  USER_AGENT_FORTE
  0.076   0.1772   0.0000    1.000   0.93    2.90  MIME_BOUND_HASHES
  0.074   0.1709   0.0000    1.000   0.93    2.90  RATWARE_POWERC
  0.074   0.1709   0.0000    1.000   0.93    2.90  VIAGRA_COMBO
  0.072   0.1661   0.0000    1.000   0.93    2.90  FORGED_GW05_RCVD
  0.071   0.1645   0.0000    1.000   0.93    2.90  CABLE_CONVERTER
  0.071   0.1645   0.0000    1.000   0.93    2.90  FAKED_IP_IN_RCVD
  0.070   0.1614   0.0000    1.000   0.93    2.90  E_MAILPROMO_URL
  0.070   0.1614   0.0000    1.000   0.93    2.90  COMPLAIN_TO
  0.068   0.1582   0.0000    1.000   0.93    2.90  MIME_BOUND_TEP
  0.067   0.1566   0.0000    1.000   0.93    2.90  FREE_GRANT
  0.065   0.1519   0.0000    1.000   0.93    2.90  RATWARE_JIXING
  0.063   0.1471   0.0000    1.000   0.93    2.90  NO_CATCH
  0.061   0.1424   0.0000    1.000   0.93    2.90  RECEIVED_IDENT_SQUID
  0.061   0.1424   0.0000    1.000   0.93    2.90  BTAMAIL_HEADER
  0.059   0.1361   0.0000    1.000   0.93    2.90  RATWARE_EVAMAIL
  0.057   0.1329   0.0000    1.000   0.93    2.90  X_MIME_KEY
  0.056   0.1297   0.0000    1.000   0.93    2.90  OUR_STRICT_ANTI
  0.055   0.1282   0.0000    1.000   0.93    2.90  SUBJ_YOUR_FAMILY
  0.054   0.1250   0.0000    1.000   0.93    2.90  TAKE_ACTION_NOW
  0.054   0.1250   0.0000    1.000   0.93    2.90  OUR_OVERWHELMING_GROWTH
  0.049   0.1139   0.0000    1.000   0.93    2.90  HTML_ALL_CAPS
  0.049   0.1139   0.0000    1.000   0.93    2.90  NO_INVENTORY
  0.048   0.1108   0.0000    1.000   0.93    2.90  RATWARE_MMAILER
  0.048   0.1108   0.0000    1.000   0.93    2.90  CHINA_URL
  0.047   0.1092   0.0000    1.000   0.93    2.90  NEVER_ANOTHER
  0.046   0.1060   0.0000    1.000   0.93    2.90  CHINA_HEADER
  0.046   0.1060   0.0000    1.000   0.93    2.90  FREE_INSTALL
  0.046   0.1060   0.0000    1.000   0.93    2.90  HTML_IMAGE_AREA_09
  0.045   0.1044   0.0000    1.000   0.93    2.90  EASY_TERMS
  0.045   0.1044   0.0000    1.000   0.93    2.90  AZOOGLE
  0.043   0.0997   0.0000    1.000   0.93    2.90  GENTLE_FEROCITY
  0.043   0.0997   0.0000    1.000   0.93    2.90  RATWARE_SCREWUP_1
  0.042   0.0965   0.0000    1.000   0.93    2.90  VJESTIKA
  0.039   0.0902   0.0000    1.000   0.93    2.90  MIME_BOUND_DIGITS_7
  0.039   0.0902   0.0000    1.000   0.93    2.90  HR_4176
  0.037   0.0870   0.0000    1.000   0.93    2.90  SUBJ_HAS_TIME_ID
  0.037   0.0854   0.0000    1.000   0.93    2.90  EXCUSE_20
  0.036   0.0839   0.0000    1.000   0.93    2.90  MORTGAGE_WAITING
  0.036   0.0839   0.0000    1.000   0.93    2.90  ONLINE_BIZ_OPS
  0.035   0.0823   0.0000    1.000   0.93    2.90  GET_STARTED_NOW
  0.035   0.0823   0.0000    1.000   0.93    2.90  KIFF
  0.034   0.0791   0.0000    1.000   0.93    2.90  STOP_SNORING
  0.033   0.0775   0.0000    1.000   0.93    2.90  LOTS_OF_CC_LINES
  0.033   0.0759   0.0000    1.000   0.93    2.90  NO_INVESTMENT
  0.031   0.0728   0.0000    1.000   0.93    2.90  LESBIAN
  0.031   0.0728   0.0000    1.000   0.93    2.90  PORN_PASSWORD
  0.031   0.0712   0.0000    1.000   0.93    2.90  MSGID_4NUMS_DOLLAR
  0.030   0.0696   0.0000    1.000   0.93    2.90  IDENT_NOBODY
  0.030   0.0696   0.0000    1.000   0.93    2.90  MARKUP_RAND
  0.029   0.0665   0.0000    1.000   0.93    2.90  TO_RECIP_MARKER
  0.029   0.0665   0.0000    1.000   0.93    2.90  NIGERIAN_SUBJECT1
  0.028   0.0649   0.0000    1.000   0.93    2.90  SUBJ_NOW_ONLY
  0.028   0.0649   0.0000    1.000   0.93    2.90  RATWARE_XMAILER
  0.027   0.0633   0.0000    1.000   0.93    2.90  MSGID_SPAMSIGN_1
  0.027   0.0633   0.0000    1.000   0.93    2.90  PENNIES_A_DAY
  0.027   0.0633   0.0000    1.000   0.93    2.90  MDAEMON_2_7_4
  0.026   0.0601   0.0000    1.000   0.93    2.90  FALLING_INTEREST
  0.024   0.0554   0.0000    1.000   0.93    2.90  DOMAINS_CHEAP
  0.023   0.0538   0.0000    1.000   0.93    2.90  SUBJ_FREE_INSTANT
  0.022   0.0522   0.0000    1.000   0.93    2.90  SEX_FEST
  0.022   0.0506   0.0000    1.000   0.93    2.90  FRIEND_PUBLIC
  0.020   0.0459   0.0000    1.000   0.93    2.90  CENTS_ON_DOLLAR
  0.019   0.0443   0.0000    1.000   0.93    2.90  SAFEGUARD_NOTICE
  0.019   0.0443   0.0000    1.000   0.93    2.90  PURE_PROFIT
  0.020   0.0000   0.0359    0.000   0.93   -2.90  USER_AGENT_MSN
  0.019   0.0000   0.0335    0.000   0.93   -2.90  USER_AGENT_TONLINE
  0.013   0.0301   0.0000    1.000   0.93    2.90  RATWARE_DIRECT_EMAIL
  0.013   0.0301   0.0000    1.000   0.93    2.90  HTML_IMAGE_AREA_08
  0.012   0.0285   0.0000    1.000   0.93    2.90  NO_MEDICAL
  0.011   0.0253   0.0000    1.000   0.93    2.90  MORTGAGE_NETWORK
  0.010   0.0237   0.0000    1.000   0.93    2.90  RECEIVED_IDENT_CACHEFLOW
  0.010   0.0222   0.0000    1.000   0.93    2.90  RATWARE_CHARSET_V2
  0.008   0.0190   0.0000    1.000   0.93    0.00  MAILTO_TO_B2BMAIL
  0.007   0.0158   0.0000    1.000   0.93    0.00  HELPED_FINANCE
  0.007   0.0158   0.0000    1.000   0.93    0.00  CREDITORS_CALLING
  0.005   0.0127   0.0000    1.000   0.93    0.00  MICRO_CAP_WARNING
  0.004   0.0095   0.0000    1.000   0.93    0.00  SECRET_RECORD
  0.004   0.0095   0.0000    1.000   0.93    0.00  PRODUCED_AND_SENT_OUT
  0.004   0.0095   0.0000    1.000   0.93    0.00  MURKOWSKI_CRUFT
  0.003   0.0079   0.0000    1.000   0.93    0.00  CREDIT_BUREAU
  0.003   0.0079   0.0000    1.000   0.93    0.00  MICROSOFT
  0.003   0.0063   0.0000    1.000   0.93    0.00  TRACE_BY_SSN
  0.003   0.0063   0.0000    1.000   0.93    0.00  X_MAILER_GIBBERISH
  0.003   0.0063   0.0000    1.000   0.93    0.00  CHILD_SUPPORT
  0.003   0.0000   0.0060    0.000   0.93    0.00  MAJORDOMO
  0.002   0.0047   0.0000    1.000   0.93    0.00  FORGED_MUA_MSN
  0.002   0.0047   0.0000    1.000   0.93    0.00  INCREDIBLE
  0.002   0.0047   0.0000    1.000   0.93    0.00  RATWARE_GR
  0.002   0.0047   0.0000    1.000   0.93    0.00  MORE_TRAFFIC
  0.002   0.0047   0.0000    1.000   0.93    0.00  MIME_BOUND_MAIL_BOUND
  0.001   0.0032   0.0000    1.000   0.93    0.00  WEALTH
  0.001   0.0032   0.0000    1.000   0.93    0.00  RATWARE_BANG_HASH
  0.001   0.0032   0.0000    1.000   0.93    0.00  CHANGE_TERMS
  0.001   0.0032   0.0000    1.000   0.93    0.00  EXCUSE_18
  0.001   0.0032   0.0000    1.000   0.93    0.00  RATWARE_CARETOP
  0.001   0.0016   0.0000    1.000   0.93    0.00  OUR_PUBLICATIONS
  0.001   0.0016   0.0000    1.000   0.93    0.00  EJACULATION
  0.001   0.0016   0.0000    1.000   0.93    0.00  S_1618
  0.001   0.0016   0.0000    1.000   0.93    0.00  NO_GIMMICK
  0.001   0.0016   0.0000    1.000   0.93    0.00  PRIORITY_MAIL
  0.001   0.0016   0.0000    1.000   0.93    0.00  RATWARE_CHARSET
  0.001   0.0016   0.0000    1.000   0.93    0.00  PSYCHIC
  0.001   0.0016   0.0000    1.000   0.93  1000.00  GTUBE
  2.476   5.7244   0.0168    0.997   0.93    1.48  HTML_IMAGE_ONLY_02
  1.963   0.0063   3.4446    0.002   0.93   -5.70  USER_AGENT_PINE
  0.546   1.2658   0.0012    0.999   0.93    2.35  EXCUSE_21
  0.807   1.8702   0.0024    0.999   0.93    2.18  BILL_1618
  0.823   0.0016   1.4449    0.001   0.93   -5.70  CRON_ENV
  0.753   1.7436   0.0024    0.999   0.93    1.11  ADVERT_CODE
  0.473   1.0965   0.0012    0.999   0.93    1.10  HTML_FORM_ACTION_MAILTO
  0.691   1.6012   0.0024    0.999   0.93    1.10  SECTION_301
  1.163   2.6913   0.0060    0.998   0.93    1.67  MORTGAGE_BEST
  0.625   1.4477   0.0024    0.998   0.93    1.54  CANNOT_BE_SPAM
  0.803   1.8591   0.0036    0.998   0.93    4.30  BTAMAIL_URL
  0.350   0.8101   0.0012    0.999   0.93    1.21  BARGAIN_URL
  0.588   1.3623   0.0024    0.998   0.93    4.28  THE_BEST_RATE
  2.309   0.0127   4.0484    0.003   0.93   -5.70  PGP_SIGNATURE
  1.208   0.0047   2.1195    0.002   0.93   -5.70  RCVD_IN_BONDEDSENDER
  0.275   0.6376   0.0012    0.998   0.93    2.90  EXCUSE_4
  0.263   0.6091   0.0012    0.998   0.93    2.90  IMPOTENCE
  0.629   1.4556   0.0036    0.998   0.93    4.30  FREE_PORN
  0.250   0.5775   0.0012    0.998   0.93    2.10  FREE_CONSULTATION
  4.642  10.6688   0.0779    0.993   0.93    2.33  SUBJ_HAS_SPACES
  0.715   0.0032   1.2544    0.003   0.93   -5.70  USER_AGENT_VM
  0.394   0.0016   0.6913    0.002   0.93   -5.70  USER_AGENT_ENTOURAGE
  0.230   0.5316   0.0012    0.998   0.93    2.79  COMPETE
  2.150   4.9586   0.0228    0.995   0.93    1.85  HTML_IMAGE_ONLY_04
  0.213   0.4921   0.0012    0.998   0.93    2.27  REFINANCE_NOW
  4.750  10.9109   0.0851    0.992   0.93    0.50  CLICK_BELOW_CAPS
  0.372   0.8591   0.0024    0.997   0.93    2.64  HIDE_WIN_STATUS
  0.898   2.0743   0.0072    0.997   0.93    1.89  CLICK_TO_REMOVE_1
  0.353   0.8164   0.0024    0.997   0.93    0.70  SUBJ_YOUR_DEBT
  1.851   4.2688   0.0204    0.995   0.93    1.10  COMPLETELY_FREE
  0.183   0.4240   0.0012    0.997   0.93    2.90  RESISTANCE_IS_FUTILE
  0.603   1.3939   0.0048    0.997   0.93    2.12  DAILY_PXE
  0.470   1.0870   0.0036    0.997   0.93    3.43  SUBJ_VIAGRA
  1.300   2.9999   0.0132    0.996   0.93    3.27  AS_SEEN_ON
  0.160   0.3687   0.0012    0.997   0.93    2.45  FROM_AND_TO_SAME
  0.156   0.3607   0.0012    0.997   0.93    1.29  THIS_IS_AN_AD
  2.224   5.1216   0.0300    0.994   0.93    0.50  HTML_TABLE_THICK_BORDER
  0.150   0.3465   0.0012    0.997   0.93    0.94  VERY_SUSP_RECIPS
  0.282   0.6503   0.0024    0.996   0.92    0.70  VIAGRA_ONLINE
  1.938   0.0174   3.3918    0.005   0.92   -5.70  MSGID_GOOD_EXCHANGE
  0.270   0.6234   0.0024    0.996   0.92    1.88  UNSECURED_CREDIT
  0.384   0.8860   0.0036    0.996   0.92    2.80  INITIAL_INVEST
  0.469   1.0822   0.0048    0.996   0.92    2.64  WHILE_YOU_SLEEP
  0.127   0.2927   0.0012    0.996   0.92    2.56  SUBJ_AS_SEEN
  0.838   1.9319   0.0096    0.995   0.92    1.65  HGH
  1.660   3.8226   0.0228    0.994   0.92    1.41  EXCUSE_15
  0.918   2.1154   0.0108    0.995   0.92    1.10  FREE_QUOTE
  0.449   1.0348   0.0048    0.995   0.92    1.27  INCREASE_SEX
  0.235   0.5411   0.0024    0.996   0.92    2.80  GET_PAID
  0.207   0.0016   0.3618    0.004   0.92   -2.90  DEBIAN_BTS_BUG
  1.724   3.9682   0.0252    0.994   0.92    0.50  MAILTO_WITH_SUBJ_REMOVE
  0.112   0.2595   0.0012    0.995   0.92    2.90  FREE_CELL_PHONE
  0.931   2.1455   0.0120    0.994   0.92    3.94  OBFUSCATING_COMMENT
  4.613  10.5660   0.1054    0.990   0.92    2.19  BAYES_70
  1.552   3.5726   0.0228    0.994   0.92    0.50  HTML_COMMENT_SAVED_URL
  2.028   4.6643   0.0323    0.993   0.92    0.50  SUBJ_REMOVE
  0.215   0.4968   0.0024    0.995   0.92    0.70  WE_HATE_SPAM2
  0.215   0.4968   0.0024    0.995   0.92    2.67  HTML_SHOUTING9
  0.110   0.2532   0.0012    0.995   0.92    0.89  MAIL_IN_ORDER_FORM
  0.905   2.0853   0.0120    0.994   0.92    1.41  ADVERT_CODE2
  0.106   0.2452   0.0012    0.995   0.92    2.65  INTL_DRIVERS_LICENSE
  0.106   0.2437   0.0012    0.995   0.92    1.63  MIME_BOUND_HEX_24
  0.103   0.2373   0.0012    0.995   0.92    1.72  AMAZING_STUFF
  0.386   0.8892   0.0048    0.995   0.92    2.47  DAILY_PL
  2.104   4.8352   0.0359    0.993   0.92    1.59  FRONTPAGE
  0.793   1.8259   0.0108    0.994   0.92    1.33  MONEY_BACK
  0.097   0.2247   0.0012    0.995   0.92    1.81  UNCLAIMED_MONEY
  3.376   0.0490   5.8959    0.008   0.92   -3.10  BAYES_20
  1.977   4.5409   0.0347    0.992   0.92    0.50  EXCUSE_19
  0.361   0.8322   0.0048    0.994   0.92    0.31  FREE_MEMBERSHIP
  5.285  12.0785   0.1402    0.989   0.92    0.95  SUBJ_HAS_UNIQ_ID
  0.161   0.0016   0.2816    0.006   0.92   -1.40  HOTMAIL_FOOTER1
  0.179   0.4114   0.0024    0.994   0.92    2.80  PORN_16
  0.502   1.1550   0.0072    0.994   0.92    4.29  HAIR_LOSS
  0.717   1.6487   0.0108    0.994   0.92    4.30  FORGED_MUA_THEBAT
  2.473   5.6738   0.0491    0.991   0.92    0.90  DATE_IN_FUTURE_12_24
  0.899   2.0679   0.0144    0.993   0.92    2.88  REVERSE_AGING
  0.553   1.2721   0.0084    0.993   0.92    2.51  EXCUSE_12
  0.327   0.7515   0.0048    0.994   0.92    2.80  BUGGY_CGI
  0.085   0.1946   0.0012    0.994   0.92    2.70  STRONG_BUY
  7.803  17.7492   0.2720    0.985   0.92    0.10  MISSING_MIMEOLE
  0.165   0.3797   0.0024    0.994   0.92    1.36  BANG_QUOTE
  0.984   2.2610   0.0168    0.993   0.92    3.41  SUSPICIOUS_RECIPS
  1.994   4.5757   0.0395    0.991   0.92    0.50  HTML_IMAGE_RATIO_02
  0.080   0.1835   0.0012    0.994   0.92    0.41  APPLY_FREE
  0.371   0.8528   0.0060    0.993   0.92    0.92  SOME_BREAKTHROUGH
  0.228   0.5237   0.0036    0.993   0.92    2.43  FORGED_EUDORAMAIL_RCVD
  0.077   0.1772   0.0012    0.993   0.92    2.66  READ_TO_END
  0.133   0.0016   0.2324    0.007   0.92   -1.40  MSN_FOOTER1
  0.353   0.8117   0.0060    0.993   0.92    2.62  LOW_PAYMENT
  0.146   0.3354   0.0024    0.993   0.92    0.05  ONE_TIME
  0.351   0.8069   0.0060    0.993   0.91    2.80  LIVE_PORN
  0.143   0.3291   0.0024    0.993   0.91    0.23  X_SERV_HOST_PRESENT
  0.143   0.3291   0.0024    0.993   0.91    0.39  X_MAIL_ID_PRESENT
  0.594   1.3639   0.0108    0.992   0.91    1.95  ALL_NATURAL
  0.828   1.9018   0.0156    0.992   0.91    0.50  MORTGAGE_RATES
  1.455   3.3369   0.0300    0.991   0.91    0.50  RECEIVE_OFFER
  3.978   9.0882   0.1090    0.988   0.91    2.10  FORGED_MUA_OUTLOOK
  2.245   5.1422   0.0515    0.990   0.91    1.35  MIME_HEADER_CTYPE_ONLY
  4.919   0.1013   8.5677    0.012   0.91   -0.60  FROM_EGROUPS
  2.281   5.2229   0.0527    0.990   0.91    0.61  HTML_IMAGE_ONLY_06
  0.203   0.4667   0.0036    0.992   0.91    2.40  ONLINE_PHARMACY
  0.448   1.0284   0.0084    0.992   0.91    3.23  SORTED_RECIPS
  0.678   1.5553   0.0132    0.992   0.91    0.52  GUARANTEE
  0.445   1.0221   0.0084    0.992   0.91    1.07  CALL_NOW
  6.931  15.7524   0.2516    0.984   0.91    0.93  NORMAL_HTTP_TO_IP
  0.253   0.5807   0.0048    0.992   0.91    2.21  SUBJECT_APPROVED
  0.063   0.1456   0.0012    0.992   0.91    2.80  STOCK_ALERT
  0.063   0.1456   0.0012    0.992   0.91    2.66  FREE_PREVIEW
  0.062   0.1424   0.0012    0.992   0.91    2.90  EARNINGS
  0.625   1.4319   0.0132    0.991   0.91    1.03  RATWARE_HASH_2_V2
  2.060   4.7118   0.0515    0.989   0.91    2.80  RCVD_FAKE_HELO_DOTCOM_2
  0.449   1.0300   0.0096    0.991   0.91    1.63  ONE_TIME_MAILING
  0.804   1.8417   0.0180    0.990   0.91    2.72  BANG_EXERCISE
  0.059   0.1345   0.0012    0.991   0.91    2.06  FORWARD_LOOKING
  0.848   0.0142   1.4797    0.010   0.91   -3.10  USER_AGENT_APPLEMAIL
  0.228   0.5221   0.0048    0.991   0.91    2.80  NASTY_GIRLS
  2.511   5.7355   0.0695    0.988   0.91    0.00  BANG_GUARANTEE
  0.056   0.1282   0.0012    0.991   0.91    1.31  ANTISPAM_BILL
  0.755   1.7293   0.0180    0.990   0.91    0.76  GUARANTEED_100_PERCENT
  0.707   1.6186   0.0168    0.990   0.91    2.47  PENIS_ENLARGE
  0.887   2.0300   0.0216    0.989   0.91    0.90  MLM
  0.509   1.1661   0.0120    0.990   0.91    0.00  REPLY_TO_HAS_UNDERLINE_NUMS
  4.049   9.2179   0.1354    0.986   0.91    2.08  MARKETING_PARTNERS
  0.539   1.2325   0.0132    0.989   0.91    2.80  NIGERIAN_BODY
  0.487   1.1155   0.0120    0.989   0.91    2.45  LOW_INTEREST
  0.425   0.0079   0.7404    0.011   0.91   -3.10  USER_AGENT_MACOE
  1.114   2.5458   0.0300    0.988   0.91    0.76  HTML_SHOUTING4
  0.097   0.2215   0.0024    0.989   0.90    1.96  FRIEND_AT_PUBLIC
  0.502   1.1487   0.0132    0.989   0.90    1.23  RATWARE_HASH_2
  1.447   3.3021   0.0419    0.987   0.90    0.00  HTML_FONT_BIG_B
  1.467   3.3464   0.0431    0.987   0.90    0.60  MORTGAGE_PITCH
  0.046   0.1044   0.0012    0.989   0.90    2.78  HARDCORE_PORN
  0.046   0.1044   0.0012    0.989   0.90    1.76  PORN_6
  0.089   0.2041   0.0024    0.988   0.90    0.77  COMPARE_RATES
  0.076   0.0016   0.1330    0.012   0.90    0.00  DISCLAIMER_LEGALESE
  0.087   0.1978   0.0024    0.988   0.90    2.20  WHY_PAY_MORE
  0.075   0.0016   0.1306    0.012   0.90   -2.90  MAILMAN_REMINDER
  0.417   0.9509   0.0120    0.988   0.90    1.59  MILLION_EMAIL
  2.285   0.0570   3.9729    0.014   0.90   -0.60  QUOTE_TWICE_1
  0.168   0.3829   0.0048    0.988   0.90    2.80  FORGED_JUNO_RCVD
  0.546   1.2452   0.0168    0.987   0.90    0.00  EXCUSE_13
 26.501  58.0178   2.6346    0.957   0.90    0.10  MIME_HTML_ONLY
  0.121   0.2753   0.0036    0.987   0.90    0.73  HTML_IMAGE_AREA_05
  0.313   0.7136   0.0096    0.987   0.90    0.13  CLICK_TO_REMOVE_2
  0.196   0.4462   0.0060    0.987   0.90    1.99  TARGETED
  0.912   2.0774   0.0300    0.986   0.90    0.18  OPT_HEADER
  1.412   3.2119   0.0491    0.985   0.90    1.03  USERPASS
  0.679   1.5458   0.0228    0.985   0.90    2.80  FORGED_MUA_IMS
  0.256   0.5838   0.0084    0.986   0.90    0.00  MILLION_USD
  0.074   0.1677   0.0024    0.986   0.90    1.62  CBYI
  0.599   1.3639   0.0204    0.985   0.90    0.64  HTML_WIN_OPEN
  0.760   1.7293   0.0264    0.985   0.90    2.13  PENIS_ENLARGE2
  0.284   0.6471   0.0096    0.985   0.89    1.85  AOL_USERS_LINK
  0.036   0.0823   0.0012    0.986   0.89    1.91  MSGID_NO_HOST
  0.106   0.2421   0.0036    0.985   0.89    1.27  SUBJ_FOR_ONLY
  0.035   0.0791   0.0012    0.985   0.89    2.90  X_PMFLAGS_PRESENT
  0.725   1.6487   0.0264    0.984   0.89    2.21  EXCUSE_REMOVE
  6.652  14.9787   0.3475    0.977   0.89    0.30  REMOVE_PAGE
  0.626   1.4224   0.0228    0.984   0.89    2.80  THIS_AINT_SPAM
  0.463   1.0522   0.0168    0.984   0.89    2.06  HTTP_EXCESSIVE_ESCAPES
  0.067   0.1535   0.0024    0.985   0.89    2.35  JOIN_MILLIONS
  1.226   2.7815   0.0479    0.983   0.89    0.82  HTTP_USERNAME_USED
  0.729   1.6550   0.0276    0.984   0.89    2.80  FORGED_MUA_OIMO
  0.293   0.6661   0.0108    0.984   0.89    0.01  FREE_ACCESS
  0.481   1.0933   0.0180    0.984   0.89    1.58  ACT_NOW_CAPS
  0.098   0.2231   0.0036    0.984   0.89    1.45  STOCK_PICK
  1.536   3.4824   0.0623    0.982   0.89    0.07  HTML_TITLE_UNTITLED
  0.097   0.2199   0.0036    0.984   0.89    2.49  WANTS_CREDIT_CARD
  0.190   0.4304   0.0072    0.984   0.89    1.13  BANG_BOSS
  0.781   1.7721   0.0312    0.983   0.89    1.16  FORGED_MUA_EUDORA
  6.994  15.7034   0.3990    0.975   0.89    0.44  OFFERS_ETC
  2.454   5.5472   0.1114    0.980   0.89    0.81  HTML_FONT_COLOR_GREEN
  0.053   0.0016   0.0923    0.017   0.89   -2.80  EVITE
  1.828   4.1359   0.0803    0.981   0.89    0.88  MIME_BOUND_DASH_DIGIT
  3.432   7.7449   0.1665    0.979   0.89    0.00  HTML_TAG_BALANCE_BODY
  0.061   0.1377   0.0024    0.983   0.89    0.64  WE_PROMISE_YOU
  0.238   0.5395   0.0096    0.983   0.89    1.17  CREDIT_CARD
  0.604   1.3686   0.0252    0.982   0.89    0.10  FROM_WEBMAIL_ENDS_IN_NUMS6
  2.989   6.7465   0.1438    0.979   0.89    0.00  HTML_SHOUTING3
  0.146   0.3307   0.0060    0.982   0.89    2.57  SAVE_ON_INSURANCE
  0.029   0.0665   0.0012    0.982   0.89    1.65  WE_HATE_SPAM
  0.029   0.0665   0.0012    0.982   0.89    1.97  INCOME
  0.029   0.0665   0.0012    0.982   0.89    0.77  RAPE
  1.863   4.2102   0.0863    0.980   0.89    0.00  REMOVE_FROM_LIST
  1.452   3.2815   0.0659    0.980   0.88    0.49  BAD_CREDIT
  0.142   0.3228   0.0060    0.982   0.88    0.92  FREE_PASSWORD
  0.142   0.3228   0.0060    0.982   0.88    0.14  AMATEUR_PORN
  0.166   0.3766   0.0072    0.981   0.88    0.00  REFINANCE_YOUR_HOME
  0.924   2.0885   0.0419    0.980   0.88    0.02  X_MSMAIL_PRIORITY_HIGH
  0.565   1.2768   0.0252    0.981   0.88    1.09  ADDR_NUMS_AT_BIGSITE
  0.192   0.4335   0.0084    0.981   0.88    0.19  RATWARE_EMWAC
 13.899  30.7675   1.1250    0.965   0.88    0.29  HTML_FONT_BIG
  0.135   0.3054   0.0060    0.981   0.88    1.17  RICH
  0.054   0.1218   0.0024    0.981   0.88    2.43  SUBJ_DOUBLE_YOUR
  0.107   0.2421   0.0048    0.981   0.88    2.12  TO_NO_USER
  0.263   0.5949   0.0120    0.980   0.88    2.05  MONEY_MAKING
  1.698   3.8289   0.0839    0.979   0.88    0.40  LIMITED_TIME_ONLY
  3.963   8.9031   0.2228    0.976   0.88    1.25  DATE_IN_FUTURE_06_12
  0.873   1.9714   0.0419    0.979   0.88    2.19  BANG_MONEY
  0.307   0.6946   0.0144    0.980   0.88    1.39  GAPPY_SUBJECT
  0.890   2.0078   0.0431    0.979   0.88    0.00  OPT_OUT_CAPS
  0.479   1.0822   0.0228    0.979   0.88    0.00  HTML_90_100
  0.254   0.5728   0.0120    0.980   0.88    1.57  SAVE_THOUSANDS
  1.795   4.0425   0.0923    0.978   0.88    0.50  HTML_IMAGE_ONLY_10
  0.152   0.3433   0.0072    0.979   0.88    2.64  PAY_SITE
  2.070   4.6580   0.1102    0.977   0.88    1.87  X_PRIORITY_HIGH
  0.147   0.3323   0.0072    0.979   0.88    0.85  RAZOR2_CF_RANGE_51_60
  0.025   0.0554   0.0012    0.979   0.88    2.11  UNIVERSITY_DIPLOMAS
  0.025   0.0554   0.0012    0.979   0.88    1.61  SERIOUS_CASH
  0.168   0.3797   0.0084    0.978   0.88    0.33  RAZOR2_CF_RANGE_81_90
  0.072   0.1630   0.0036    0.978   0.88    0.97  COMMUNIGATE
  0.539   1.2135   0.0276    0.978   0.88    0.00  HTML_FONT_COLOR_UNKNOWN
  3.355   7.5234   0.1977    0.974   0.87    0.00  HTML_TAG_BALANCE_HTML
  0.417   0.9398   0.0216    0.978   0.87    1.51  US_DOLLARS
  4.183   9.3651   0.2588    0.973   0.87    0.00  HTML_FONT_COLOR_NAME
  0.140   0.3149   0.0072    0.978   0.87    0.28  SELECTED_YOU
  0.117   0.2626   0.0060    0.978   0.87    2.73  FROM_NO_USER
  0.207   0.4667   0.0108    0.977   0.87    1.43  GUARANTEED_STUFF
  1.758   3.9492   0.0994    0.975   0.87    0.51  SUBJ_FREE_CAP
  0.451   1.0142   0.0240    0.977   0.87    0.99  HTTP_ESCAPED_HOST
  0.595   1.3385   0.0323    0.976   0.87    2.33  X_LIBRARY
  0.246   0.5538   0.0132    0.977   0.87    1.40  SUBJ_BUY
  0.155   0.0063   0.2672    0.023   0.87    0.00  HOTMAIL_FOOTER5
  0.067   0.1519   0.0036    0.977   0.87    0.00  HTML_IMAGE_AREA_06
  0.133   0.2990   0.0072    0.977   0.87    1.48  UP_TO_OR_MORES
  1.507   3.3828   0.0875    0.975   0.87    0.74  EARN_MONEY
  3.925   8.7702   0.2552    0.972   0.87    2.70  FORGED_YAHOO_RCVD
  0.822   1.8448   0.0467    0.975   0.87    0.98  RAZOR2_CF_RANGE_21_30
  0.130   0.2927   0.0072    0.976   0.87    2.70  APPLY_ONLINE
  1.946   0.0886   3.3523    0.026   0.87   -0.60  SIGNATURE_SHORT_SPARSE
  0.421   0.9446   0.0240    0.975   0.87    0.57  VIAGRA
  0.021   0.0475   0.0012    0.975   0.87    1.97  ADDRESSES_ON_CD
  1.293   2.8986   0.0779    0.974   0.87    0.59  RAZOR2_CF_RANGE_11_20
  1.417   3.1739   0.0863    0.974   0.87    1.52  DATE_IN_FUTURE_03_06
  1.056   2.3670   0.0635    0.974   0.87    0.00  BANG_MORE
  0.522   1.1708   0.0312    0.974   0.87    0.84  EXTRA_MPART_TYPE
  2.066   4.6169   0.1342    0.972   0.86    0.00  EXCUSE_10
  0.603   1.3512   0.0371    0.973   0.86    0.00  BEST_PORN
  0.099   0.2215   0.0060    0.974   0.86    2.70  YOUR_INCOME
  0.802   1.7958   0.0503    0.973   0.86    0.12  RCVD_IN_ORBS
  1.484   3.3179   0.0958    0.972   0.86    0.00  HTML_TAG_BALANCE_A
  0.059   0.1313   0.0036    0.973   0.86    0.85  BARELY_LEGAL
  2.641   5.8874   0.1833    0.970   0.86    0.44  REMOVE_SUBJ
  1.117   2.4967   0.0731    0.972   0.86    0.35  HTML_TAG_BALANCE_TABLE
  4.351   9.6704   0.3235    0.968   0.86    0.02  EXCUSE_14
  0.194   0.0095   0.3331    0.028   0.86   -0.47  USER_AGENT_IMP
  0.205   0.4573   0.0132    0.972   0.86    1.60  SUBJ_YOUR_OWN
  0.128   0.2864   0.0084    0.972   0.86    0.35  PRINT_FORM_SIGNATURE
  0.415   0.9256   0.0276    0.971   0.86    1.18  NO_EXPERIENCE
  0.031   0.0016   0.0539    0.029   0.86    0.00  PATCH_CONTEXT_DIFF
  0.091   0.2025   0.0060    0.971   0.86    0.24  SUPPLIES_LIMITED
  0.638   1.4240   0.0431    0.971   0.86    0.62  OPT_IN_CAPS
  0.216   0.4826   0.0144    0.971   0.86    0.62  CELL_PHONE_BOOST
  0.090   0.2009   0.0060    0.971   0.86    0.37  BUY_DIRECT
  0.301   0.6724   0.0204    0.971   0.86    2.31  WEIRD_QUOTING
  0.468   1.0427   0.0323    0.970   0.85    0.84  ADDR_FREE
  5.232  11.5754   0.4289    0.964   0.85    0.10  HTML_FONT_COLOR_UNSAFE
  0.157   0.3512   0.0108    0.970   0.85    2.70  NO_STRINGS
  1.428   3.1786   0.1030    0.969   0.85    2.24  FORGED_RCVD_TRAIL
  0.548   1.2215   0.0383    0.970   0.85    0.52  DO_IT_TODAY
  4.300   9.5201   0.3475    0.965   0.85    0.00  MISSING_OUTLOOK_NAME
  0.902   2.0078   0.0647    0.969   0.85    0.63  LOW_PRICE
  1.610   3.5805   0.1186    0.968   0.85    2.13  PORN_4
  0.153   0.3402   0.0108    0.969   0.85    2.70  MIME_DEFICIENT_QP
  0.033   0.0744   0.0024    0.969   0.85    1.13  LYING_EYES
  0.999   2.2182   0.0755    0.967   0.85    0.00  LOTS_OF_STUFF
  0.098   0.2183   0.0072    0.968   0.85    0.77  BEEN_TURNED_DOWN
  0.065   0.1456   0.0048    0.968   0.85    2.31  MEET_SINGLES
  0.016   0.0364   0.0012    0.968   0.85    2.47  NIGERIAN_SUBJECT6
  1.599   3.5457   0.1246    0.966   0.85    0.54  HTML_IMAGE_RATIO_04
  0.241   0.5364   0.0180    0.968   0.85    1.37  SUBJ_DOLLARS
  0.065   0.1440   0.0048    0.968   0.85    2.70  NUMERIC_HTTP_ADDR
 16.805  36.3559   2.0008    0.948   0.85    0.10  HTML_LINK_CLICK_HERE
  0.206   0.4573   0.0156    0.967   0.85    2.70  URGENT_BIZ
  0.205   0.4541   0.0156    0.967   0.85    0.00  UPPERCASE_75_100
  1.050   2.3274   0.0827    0.966   0.84    0.38  SUB_FREE_OFFER
  0.342   0.7579   0.0264    0.966   0.84    0.00  REPLY_REMOVE_SUBJECT
  0.278   0.6171   0.0216    0.966   0.84    0.37  RAZOR2_CF_RANGE_41_50
  3.457   7.6262   0.3007    0.962   0.84    0.27  MAILTO_TO_REMOVE
  0.031   0.0680   0.0024    0.966   0.84    1.50  FREE_LEADS
  0.242   0.5364   0.0192    0.965   0.84    0.45  HTML_WIN_FOCUS
  0.826   1.8290   0.0671    0.965   0.84    0.88  ADULT_SITE
  1.650   3.6470   0.1378    0.964   0.84    0.00  HTML_FONT_COLOR_MAGENTA
  0.136   0.3006   0.0108    0.965   0.84    1.85  FREE_INVESTMENT
  0.105   0.2326   0.0084    0.965   0.84    2.64  BANKRUPTCY
  0.254   0.5617   0.0204    0.965   0.84    2.36  OPPORTUNITY
  0.077   0.0047   0.1318    0.035   0.84    0.00  FAILURE_NOTICE_2
  0.075   0.1661   0.0060    0.965   0.84    0.69  FIND_ANYTHING
  0.544   1.2025   0.0455    0.964   0.84    0.00  DEAR_FRIEND
  1.453   3.2055   0.1258    0.962   0.84    0.00  HTML_FONT_COLOR_CYAN
  0.547   1.2072   0.0467    0.963   0.84    0.00  HTML_TAG_BALANCE_HEAD
  0.253   0.5585   0.0216    0.963   0.83    0.00  HTML_IMAGE_AREA_04
  0.056   0.1234   0.0048    0.963   0.83    1.59  BILLION_DOLLARS
  0.384   0.8465   0.0335    0.962   0.83    0.53  HTML_SHOUTING5
  2.068   4.5409   0.1953    0.959   0.83    1.62  MIME_MISSING_BOUNDARY
  0.145   0.3196   0.0132    0.960   0.83    0.00  SUBJ_2_CREDIT
  5.582  12.1703   0.5931    0.954   0.83    0.25  HTML_70_80
  0.156   0.3433   0.0144    0.960   0.83    0.88  CELEBRITY_PORN
  5.061  11.0359   0.5368    0.954   0.83    0.10  HTML_TAG_EXISTS_TBODY
  0.013   0.0285   0.0012    0.960   0.83    0.70  VERB_UP_TO_OR_MORES
  0.155   0.3402   0.0144    0.959   0.83    2.20  MUST_BE_18
  0.022   0.0016   0.0371    0.041   0.82    0.00  HOTMAIL_FOOTER4
  0.428   0.9398   0.0407    0.958   0.82    0.93  WHY_WAIT
  0.202   0.4430   0.0192    0.959   0.82    1.19  ACCEPT_CREDIT_CARDS
  2.505   5.4776   0.2540    0.956   0.82    0.00  DIET
  0.585   1.2832   0.0563    0.958   0.82    0.00  SAVINGS
  1.328   2.9097   0.1306    0.957   0.82    0.18  RCVD_IN_RELAYS_ORDB_ORG
  0.050   0.1108   0.0048    0.959   0.82    0.07  PROMOTION
  5.618  12.2209   0.6182    0.952   0.82    0.40  X_NJABL_OPEN_PROXY
  0.237   0.5205   0.0228    0.958   0.82    2.39  SUB_HELLO
  3.417   0.2753   5.7952    0.045   0.82   -1.60  BAYES_30
  0.087   0.1899   0.0084    0.958   0.82    2.27  THE_FOLLOWING_FORM
  0.984   2.1534   0.0982    0.956   0.82    0.82  HTML_IMAGE_RATIO_08
  0.711   1.5569   0.0707    0.957   0.82    1.50  HOME_EMPLOYMENT
  0.037   0.0807   0.0036    0.957   0.82    2.48  USER_4U2
  0.977   2.1360   0.0994    0.956   0.82    0.26  DATE_MISSING
  0.156   0.3418   0.0156    0.956   0.82    0.00  FREE_SAMPLE
  0.154   0.3370   0.0156    0.956   0.82    0.00  MIME_BOUND_MA
  1.317   2.8717   0.1390    0.954   0.81    0.60  REMOVE_IN_QUOTES
  0.162   0.3528   0.0168    0.955   0.81    0.00  RAZOR2_CF_RANGE_61_70
  0.287   0.6266   0.0300    0.954   0.81    0.30  HTML_EMBEDS
  2.208   4.8052   0.2420    0.952   0.81    0.00  HTML_IMAGE_ONLY_08
  0.057   0.1250   0.0060    0.954   0.81    0.13  PRIZE
  0.157   0.3433   0.0168    0.953   0.81    2.60  ROUND_THE_WORLD_LOCAL
  2.231   4.8463   0.2504    0.951   0.81    0.58  PRIORITY_NO_NAME
  1.276   2.7768   0.1402    0.952   0.81    0.00  TO_HAS_SPACES
  0.209   0.0174   0.3534    0.047   0.81   -2.60  MAILER_DAEMON
  0.200   0.4367   0.0216    0.953   0.81    0.58  RAZOR2_CF_RANGE_31_40
  4.490   9.7052   0.5403    0.947   0.81    0.08  EXCUSE_3
  1.066   2.3179   0.1186    0.951   0.81    0.00  ORDER_NOW
  3.250   7.0345   0.3834    0.948   0.81    0.00  HTML_FONT_COLOR_YELLOW
  1.327   2.8796   0.1510    0.950   0.81    1.48  US_DOLLARS_3
  4.038   8.7243   0.4900    0.947   0.81    0.00  FROM_HAS_MIXED_NUMS
  0.140   0.3054   0.0156    0.951   0.81    2.01  NEW_DOMAIN_EXTENSIONS
 12.718  27.0715   1.8487    0.936   0.80    0.10  HTML_FONT_COLOR_RED
  1.329   2.8796   0.1546    0.949   0.80    0.00  HTML_TAG_BALANCE_FONT
  0.211   0.4588   0.0240    0.950   0.80    1.06  EXTRA_CASH
  0.200   0.4351   0.0228    0.950   0.80    1.02  ITS_LEGAL
  0.272   0.5902   0.0312    0.950   0.80    0.66  FULL_REFUND
  0.053   0.0047   0.0899    0.050   0.80   -0.28  APPROVED_BY
  0.753   1.6297   0.0887    0.948   0.80    0.00  OPT_OUT
  1.800   3.8891   0.2181    0.947   0.80    0.25  NO_COST
  0.051   0.1108   0.0060    0.949   0.80    2.60  FREE_WEBSITE
  0.031   0.0665   0.0036    0.949   0.80    1.30  DATE_IN_FUTURE_48_96
  0.020   0.0443   0.0024    0.949   0.80    2.50  NO_AGE
  1.345   2.9033   0.1641    0.946   0.80    1.53  SEMIFORGED_HOTMAIL_RCVD
  4.400   9.4458   0.5787    0.942   0.79    0.57  HTML_FONT_FACE_ODD
  1.703   3.6707   0.2133    0.945   0.79    0.00  HTML_EVENT
  0.020   0.0427   0.0024    0.947   0.79    2.28  NO_FORMS
  0.682   1.4714   0.0839    0.946   0.79    0.00  X_OSIRU_OPEN_RELAY
  5.845  12.5057   0.8015    0.940   0.79    0.10  HTML_FONT_COLOR_GRAY
  1.758   3.7846   0.2228    0.944   0.79    0.66  RISK_FREE
  1.387   2.9888   0.1749    0.945   0.79    0.00  WEIRD_PORT
  0.261   0.0253   0.4397    0.054   0.79   -0.56  FORGOTTEN_PASSWORD
  0.135   0.2911   0.0168    0.946   0.79    0.00  NO_QS_ASKED
  1.049   2.2578   0.1330    0.944   0.79    0.13  REMOVAL_INSTRUCTIONS
  1.195   2.5727   0.1522    0.944   0.79    0.00  FOR_JUST_SOME_AMT
  1.672   3.5948   0.2157    0.943   0.79    0.00  HTML_IMAGE_ONLY_12
  7.934  16.8821   1.1574    0.936   0.79    0.10  HTML_60_70
  0.247   0.5332   0.0312    0.945   0.79    0.29  VACATION_SCAM
  3.715   0.3876   6.2338    0.059   0.79    0.00  USER_AGENT
  1.750   0.1788   2.9402    0.057   0.79   -1.41  X_AUTH_WARNING
  0.093   0.1994   0.0120    0.943   0.78    1.78  MIME_BOUND_DIGITS_4
  0.031   0.0032   0.0527    0.057   0.78   -2.27  Q_FOR_SELLER
  0.276   0.5933   0.0359    0.943   0.78    0.71  OPPORTUNITY_2
  1.030   2.2072   0.1390    0.941   0.78    0.00  HTML_EVENT_UNSAFE
  1.064   2.2800   0.1438    0.941   0.78    0.00  WORK_AT_HOME
  5.272  11.2147   0.7728    0.936   0.78    0.10  OFFER
 11.699  24.6112   1.9218    0.928   0.78    0.10  HTML_FONT_COLOR_BLUE
  2.174   4.6453   0.3019    0.939   0.78    0.00  HTTP_WITH_EMAIL_IN_URL
 17.077  35.5901   3.0576    0.921   0.78    1.33  NO_DNS_FOR_FROM
 37.894  76.2749   8.8312    0.896   0.78    0.00  HTML_MESSAGE
  0.062   0.1329   0.0084    0.941   0.78    2.50  OFFSHORE_SCAM
  0.710   1.5189   0.0982    0.939   0.78    1.20  TONER
  0.223   0.4762   0.0312    0.939   0.77    0.07  FROM_STARTS_WITH_NUMS
  1.886   4.0093   0.2780    0.935   0.77    0.00  NO_OBLIGATION
  0.570   1.2135   0.0827    0.936   0.77    0.36  ALL_CAP_PORN
  1.833   3.8938   0.2732    0.934   0.77    0.49  HTML_FONT_FACE_BAD
  2.031   4.3115   0.3043    0.934   0.77    0.31  MIME_BOUND_NEXTPART
  1.127   2.3955   0.1665    0.935   0.77    0.00  MIME_HTML_NO_CHARSET
  5.391   0.6645   8.9702    0.069   0.77    0.00  HAS_ORGANIZATION
  0.049   0.1044   0.0072    0.936   0.77    0.53  URI_IS_POUND
  0.008   0.0174   0.0012    0.936   0.77    0.00  SERIOUS_ONLY
  0.196   0.4161   0.0288    0.935   0.77    0.52  LARGE_HEX
  0.428   0.9098   0.0635    0.935   0.76    1.80  DEAR_SOMETHING
  0.905   1.9176   0.1390    0.932   0.76    2.35  BULK_EMAIL
  0.512   1.0838   0.0791    0.932   0.76    2.50  FORGED_MUA_MOZILLA
  0.052   0.0063   0.0863    0.068   0.76    0.00  FAILURE_NOTICE_1
  0.254   0.5364   0.0395    0.931   0.76    0.00  FREE_DVD
  0.200   0.4224   0.0312    0.931   0.76    0.15  FROM_ALL_NUMS
  6.736  14.0800   1.1741    0.923   0.75    0.10  HTML_50_60
  0.115   0.0142   0.1917    0.069   0.75    0.00  YAHOO_MSGID_ADDED
  0.907   1.9129   0.1462    0.929   0.75    0.67  INVALID_MSGID
  0.045   0.0949   0.0072    0.930   0.75    0.13  GET_IT_NOW
  0.037   0.0791   0.0060    0.930   0.75    0.00  HIDDEN_CHARGES
  0.335   0.7057   0.0539    0.929   0.75    0.00  HTML_RELAYING_FRAME
  1.237   2.6011   0.2037    0.927   0.75    0.84  HOT_NASTY
  1.370   2.8812   0.2264    0.927   0.75    1.09  MANY_EXCLAMATIONS
  0.052   0.1092   0.0084    0.929   0.75    1.57  REPLY_TO_EMPTY
  2.179   4.5710   0.3678    0.926   0.75    0.66  SUBJ_ALL_CAPS
  0.558   1.1740   0.0923    0.927   0.75    0.04  CASHCASHCASH
  3.517   0.4762   5.8192    0.076   0.75    0.00  SIGNATURE_SHORT_DENSE
  0.117   0.2452   0.0192    0.928   0.75    0.00  FANTASTIC
  0.102   0.2136   0.0168    0.927   0.75    2.46  DRASTIC_REDUCED
  3.560   7.4395   0.6218    0.923   0.74    1.16  BAYES_60
  0.065   0.1361   0.0108    0.927   0.74    2.28  DISGUISE_PORN
 13.766  28.1411   2.8802    0.907   0.74    0.68  FROM_ENDS_IN_NUMS
  0.062   0.1297   0.0108    0.923   0.74    1.12  X_ESMTP
  4.930  10.2100   0.9309    0.916   0.73    0.10  HTML_WITH_BGCOLOR
  0.413   0.8623   0.0731    0.922   0.73    0.48  UPPERCASE_50_75
  3.597   7.4569   0.6733    0.917   0.73    0.00  MSGID_HAS_NO_AT
 11.433  23.3422   2.4154    0.906   0.73    0.10  HTML_WEB_BUGS
  3.758   7.7734   0.7177    0.915   0.73    0.00  ONLY_COST
  0.072   0.1503   0.0132    0.919   0.73    0.39  SEDUCTION
  0.436   0.9050   0.0803    0.919   0.73    2.50  TO_EMPTY
  3.996   8.2275   0.7919    0.912   0.72    0.45  INVALID_DATE
  0.542   1.1218   0.1030    0.916   0.72    0.00  HTML_IMAGE_RATIO_14
  1.660   3.4207   0.3259    0.913   0.72    1.80  TO_MALFORMED
  0.400   0.8243   0.0791    0.912   0.71    0.69  FROM_HAS_UNDERLINE_NUMS
  0.085   0.1756   0.0168    0.913   0.71    1.36  NIGERIAN_SUBJECT2
  0.230   0.4747   0.0455    0.912   0.71    0.00  CONGRATULATIONS
 20.107  39.9854   5.0536    0.888   0.71    0.00  CLICK_BELOW
  1.259   2.5853   0.2540    0.911   0.71    0.02  UNSUB_SCRIPT
  0.036   0.0744   0.0072    0.912   0.71    1.49  HERBAL_VIAGRA
  0.595   1.2230   0.1198    0.911   0.71    0.27  RAZOR2_CF_RANGE_01_10
  0.054   0.1108   0.0108    0.911   0.71    1.75  EXCUSE_6
  0.242   0.4968   0.0491    0.910   0.70    0.00  HTML_TAG_EXISTS_PARAM
  0.541   1.1091   0.1102    0.910   0.70    0.00  HTML_TAG_EXISTS_BASE
  0.542   1.1107   0.1114    0.909   0.70    0.71  SATISFACTION
  0.247   0.5063   0.0515    0.908   0.70    0.00  HTML_WIN_BLUR
  0.638   1.3037   0.1342    0.907   0.70    1.25  EXCUSE_11
  0.425   0.8655   0.0911    0.905   0.69    0.19  FOR_INSTANT_ACCESS
  0.423   0.8623   0.0911    0.904   0.69    0.81  INSTANT_ACCESS
  1.025   2.0822   0.2252    0.902   0.69    0.00  EXCUSE_7
  0.127   0.0222   0.2061    0.097   0.69    0.00  X_ACCEPT_LANG
  3.129   6.3082   0.7213    0.897   0.68    0.00  HTML_FONT_INVISIBLE
  4.772   9.5787   1.1322    0.894   0.68    0.43  HTML_40_50
  1.325   2.6739   0.3043    0.898   0.68    0.81  HTML_IMAGE_RATIO_06
  0.016   0.0316   0.0036    0.898   0.68    0.30  ONCE_IN_LIFETIME
  0.235   0.4731   0.0539    0.898   0.68    0.37  BE_AMAZED
  1.116   2.2436   0.2624    0.895   0.67    1.66  PLING_PLING
  0.020   0.0411   0.0048    0.896   0.67    0.42  LUXURY_CAR
  2.075   4.1564   0.4984    0.893   0.67    0.00  SAVE_MONEY
  0.056   0.1123   0.0132    0.895   0.67    2.30  ROUND_THE_WORLD
  0.950   1.9018   0.2288    0.893   0.67    0.11  NO_FEE
  1.165   2.3322   0.2816    0.892   0.67    0.00  HTML_COMMENT_EMAIL
  0.626   1.2531   0.1510    0.892   0.67    0.00  HTML_IMAGE_RATIO_12
  1.492   2.9777   0.3666    0.890   0.66    0.00  HTML_FONT_COLOR_NOHASH
  0.069   0.1377   0.0168    0.891   0.66    1.55  NO_DISAPPOINTMENT
  0.074   0.1471   0.0180    0.891   0.66    1.99  SHOPPING_SPREE
  0.955   1.9002   0.2384    0.889   0.66    0.00  SAVE_UP_TO
  3.202   6.3478   0.8207    0.886   0.66    0.66  HTML_30_40
  4.091   8.0930   1.0603    0.884   0.66    0.17  HTML_80_90
  9.820  19.2143   2.7065    0.877   0.66    0.00  MAILTO_LINK
  0.237   0.4699   0.0599    0.887   0.65    0.19  SEE_FOR_YOURSELF
  3.473   6.8462   0.9189    0.882   0.65    0.57  MAILTO_WITH_SUBJ
  0.307   0.6044   0.0815    0.881   0.64    0.83  DOMAIN_4U2
  2.603   5.1042   0.7093    0.878   0.64    0.14  DATE_IN_PAST_06_12
  4.438   8.6452   1.2520    0.873   0.63    0.00  X_OSIRU_SPAMWARE_SITE
  0.762   1.4920   0.2085    0.877   0.63    0.83  DATE_IN_PAST_96_XX
  0.691   1.3528   0.1905    0.877   0.63    0.00  HTML_IMAGE_RATIO_10
  2.047   3.9919   0.5739    0.874   0.63    0.00  HTML_TITLE_EMPTY
  1.979   3.8463   0.5655    0.872   0.62    0.00  EXCUSE_16
  0.524   1.0189   0.1486    0.873   0.62    0.00  LARGE_COLLECTION
  2.000   3.8685   0.5859    0.868   0.62    0.82  EXCUSE_1
  0.690   1.3370   0.2001    0.870   0.62    0.00  MIME_EXCESSIVE_QP
  0.201   0.3892   0.0587    0.869   0.61    0.83  YOU_WON
  0.592   1.1439   0.1737    0.868   0.61    0.00  PLING_QUERY
  0.004   0.0079   0.0012    0.868   0.61    0.00  AUTO_EMAIL_REMOVAL
  0.259   0.5000   0.0767    0.867   0.61    1.79  FROM_NO_LOWER
  0.040   0.0775   0.0120    0.866   0.61    0.02  HTML_IMAGE_AREA_07
  2.005   3.8479   0.6098    0.863   0.61    0.35  HTML_JAVASCRIPT
  2.581   4.9396   0.7943    0.861   0.60    0.58  UPPERCASE_25_50
  1.653   3.1692   0.5056    0.862   0.60    0.43  TO_ADDRESS_EQ_REAL
 18.118  33.6297   6.3715    0.841   0.60    1.21  RCVD_IN_NJABL
  0.059   0.1139   0.0180    0.864   0.60    0.14  LINK_TO_NO_SCHEME
  0.040   0.0759   0.0120    0.864   0.60    1.25  CASH_BONUS
  0.316   0.6044   0.0982    0.860   0.60    0.00  WHILE_SUPPLIES
  3.637   6.8747   1.1849    0.853   0.59    0.00  LINES_OF_YELLING_2
  2.230   4.2134   0.7273    0.853   0.59    0.00  LINES_OF_YELLING_3
  0.127   0.2405   0.0407    0.855   0.58    0.00  DIRECT_EMAIL
  0.130   0.2468   0.0419    0.855   0.58    1.86  RAZOR2_CF_RANGE_71_80
  0.095   0.0253   0.1486    0.146   0.58   -1.81  USER_AGENT_GNUS_XM
 29.728  53.1889  11.9619    0.816   0.58    0.51  RCVD_IN_OSIRUSOFT_COM
  2.954   5.5456   0.9908    0.848   0.58    0.35  DATE_IN_PAST_03_06
  1.871   3.5093   0.6302    0.848   0.57    0.00  MISSING_HEADERS
  0.611   0.1677   0.9465    0.151   0.57    0.00  X_LOOP
  0.338   0.0933   0.5236    0.151   0.57    0.00  HTML_COMMENT_EGP
  0.100   0.1883   0.0335    0.849   0.57    0.00  JAVASCRIPT_URI
  0.153   0.2864   0.0515    0.848   0.57    0.75  LONG_DISTANCE
  3.285   6.0630   1.1813    0.837   0.56    0.01  UNSUB_PAGE
  0.003   0.0063   0.0012    0.841   0.56    0.00  OUR_COMPENSATION
  0.082   0.1519   0.0300    0.835   0.54    0.00  DOMAIN_SUBJECT
  2.458   4.5014   0.9106    0.832   0.54    0.46  FOR_FREE
  8.596  15.5151   3.3559    0.822   0.54    0.00  LINES_OF_YELLING
  0.156   0.2848   0.0587    0.829   0.53    0.17  NO_PURCHASE
  0.060   0.1092   0.0228    0.827   0.53    0.59  MASS_EMAIL
  0.553   1.0015   0.2133    0.824   0.52    0.84  ASCII_FORM_ENTRY
  0.177   0.3196   0.0683    0.824   0.52    2.00  SEARCH_ENGINE_PROMO
  2.408   4.3099   0.9681    0.817   0.51    0.12  DATE_IN_PAST_12_24
  2.272   4.0599   0.9189    0.815   0.51    1.57  HTML_20_30
  0.096   0.1725   0.0383    0.818   0.51    0.00  DONT_DELETE
  0.299   0.5332   0.1210    0.815   0.51    0.00  DOMAIN_BODY
  0.026   0.0459   0.0108    0.810   0.50    2.00  START_NOW_CAPS
  2.987   5.2323   1.2868    0.803   0.49    0.88  MSG_ID_ADDED_BY_MTA_2
  0.240   0.4193   0.1042    0.801   0.48    0.00  ASKS_BILLING_ADDRESS
  0.003   0.0047   0.0012    0.798   0.48    0.00  EXCUSE_8
  1.430   2.4746   0.6398    0.795   0.47    0.00  CALL_FREE
  0.583   1.0094   0.2600    0.795   0.47    0.00  SAVE_BUCKS
  0.621   0.2405   0.9094    0.209   0.46    0.00  FWD_MSG
  0.039   0.0665   0.0180    0.787   0.46    1.90  MARKET_SOLUTION
  0.642   1.0901   0.3019    0.783   0.45    0.00  HTML_FONT_FACE_CAPS
  0.100   0.1693   0.0479    0.779   0.44    1.69  INCREASE_SOMETHING
  1.159   1.9382   0.5691    0.773   0.43    0.35  FREE_TRIAL
  3.246   5.3969   1.6174    0.769   0.43    0.59  MAILTO_TO_SPAM_ADDR
  0.010   0.0158   0.0048    0.768   0.42    0.00  PHONE_CANCER
  0.010   0.0158   0.0048    0.768   0.42    1.67  NEW_CUSTOMER
 20.646  32.6535  11.5533    0.739   0.42    0.99  NO_REAL_NAME
  0.847   1.4002   0.4289    0.766   0.42    0.00  GREAT_OFFER
  0.133   0.0585   0.1893    0.236   0.42    0.00  RESENT_TO
  3.277   1.4857   4.6343    0.243   0.41    0.00  X_OSIRU_DUL_FH
  0.393   0.6408   0.2061    0.757   0.41    0.40  MSGID_CHARS_SPAM
  0.063   0.1028   0.0335    0.754   0.40    1.80  X_GCMULTI
  0.016   0.0253   0.0084    0.751   0.40    0.00  RATWARE_SCREWUP_2
  0.437   0.6867   0.2480    0.735   0.37    0.00  EARN_PER_WEEK
  0.955   1.4889   0.5511    0.730   0.37    0.44  SMTPD_IN_RCVD
  0.002   0.0032   0.0012    0.725   0.36    0.00  NATURAL_VIAGRA
  0.002   0.0032   0.0012    0.725   0.36    0.00  NO_MIDDLEMAN
  0.243   0.3671   0.1498    0.710   0.34    0.00  DATE_IN_FUTURE_96_XX
  5.883   8.7290   3.7273    0.701   0.33    1.25  RCVD_IN_RFCI
  6.959  10.2732   4.4486    0.698   0.33    0.90  MSG_ID_ADDED_BY_MTA_3
  0.776   1.1534   0.4900    0.702   0.32    0.01  DATE_IN_PAST_24_48
  1.552   2.2815   1.0004    0.695   0.32    1.04  HTML_10_20
  1.285   0.7421   1.6953    0.304   0.32    0.00  USER_AGENT_MOZILLA_XM
  2.899   4.2308   1.8906    0.691   0.31    1.16  OPT_IN
  0.003   0.0047   0.0024    0.665   0.27    0.00  CONFIDENTIAL_ORDER
  0.165   0.2294   0.1162    0.664   0.27    0.13  MARKETING
  5.041   6.8225   3.6926    0.649   0.26    0.00  MIME_LONG_LINE_QP
  1.384   1.7657   1.0951    0.617   0.22    0.00  HTML_00_10
  0.588   0.7389   0.4745    0.609   0.21    0.00  UNDISC_RECIPS
  1.876   2.2958   1.5587    0.596   0.20    0.00  X_NJABL_DIALUP
 12.092  13.6607  10.9040    0.556   0.18    0.00  RCVD_IN_UNCONFIRMED_DSBL
  0.007   0.0079   0.0060    0.569   0.17    0.00  WORRY_FREE
  0.001   0.0016   0.0012    0.569   0.17    0.00  BUY_JUDGEMENTS
  1.963   2.2198   1.7684    0.557   0.16    0.00  EMAIL_MARKETING
  0.000   0.0000   0.0000    0.500   0.12    0.00  MAILMAN_CONFIRM
  0.000   0.0000   0.0000    0.500   0.12    0.00  ENHANCE_WEBSITE
  0.000   0.0000   0.0000    0.500   0.12    8.00  HABEAS_VIOLATOR
  0.000   0.0000   0.0000    0.500   0.12    0.00  SPAM_FORM_RETURN
  0.000   0.0000   0.0000    0.500   0.12    0.00  HOTMAIL_FOOTER2
  0.000   0.0000   0.0000    0.500   0.12    0.00  HOTMAIL_FOOTER3
  0.000   0.0000   0.0000    0.500   0.12    0.00  INTL_EXEC_GUILD
  0.000   0.0000   0.0000    0.500   0.12    0.00  SUBJ_RIPPED
  0.000   0.0000   0.0000    0.500   0.12    0.00  RATWARE_DIFFOND
  0.000   0.0000   0.0000    0.500   0.12    0.00  SPAM_FORM_INPUT
  0.000   0.0000   0.0000    0.500   0.12    0.00  SMIME_SIGNATURE
  0.000   0.0000   0.0000    0.500   0.12    0.00  X_FIX_PRESENT
  0.000   0.0000   0.0000    0.500   0.12    0.00  RCVD_IN_BL_SPAMCOP_NET
  0.000   0.0000   0.0000    0.500   0.12    0.00  BAYES_56
  0.000   0.0000   0.0000    0.500   0.12    0.00  X_OSIRU_SPAM_SRC
  0.000   0.0000   0.0000    0.500   0.12    0.00  BAYES_50
  0.000   0.0000   0.0000    0.500   0.12    0.00  RCVD_IN_VISI
  0.000   0.0000   0.0000    0.500   0.12    0.00  SPAM_FORM
  0.000   0.0000   0.0000    0.500   0.12    0.00  BAYES_44
  0.000   0.0000   0.0000    0.500   0.12    0.00  RATWARE_LC_OUTLOOK
  0.000   0.0000   0.0000    0.500   0.12    0.00  DISCONTINUE
  0.000   0.0000   0.0000    0.500   0.12    0.00  MARKUP_SSPL
  0.000   0.0000   0.0000    0.500   0.12    0.00  BAYES_40
  0.000   0.0000   0.0000    0.500   0.12    0.00  MSN_GROUPS
  0.000   0.0000   0.0000    0.500   0.12    0.00  WWW_CLIK4YOU_COM
  0.000   0.0000   0.0000    0.500   0.12    0.00  RCVD_IN_DUL
  0.000   0.0000   0.0000    0.500   0.12    0.00  EXCUSE_2
  0.000   0.0000   0.0000    0.500   0.12    0.00  RCVD_IN_RSS
  0.000   0.0000   0.0000    0.500   0.12    0.00  DATE_IN_PAST_48_96
  0.000   0.0000   0.0000    0.500   0.12    4.00  HABEAS_HIL
  0.000   0.0000   0.0000    0.500   0.12    0.00  RAZOR_CHECK
  0.000   0.0000   0.0000    0.500   0.12    0.00  EXPERTS_SHOW_HOW
  0.000   0.0000   0.0000    0.500   0.12    0.00  SPAM_FORM_ACTION
  0.000   0.0000   0.0000    0.500   0.12    0.00  VAR_REF_IN_RECEIVED
  0.000   0.0000   0.0000    0.500   0.12    0.00  MANY_FROMS
  0.000   0.0000   0.0000    0.500   0.12    0.00  POST_IN_RCVD
  0.000   0.0000   0.0000    0.500   0.12    0.00  WWW_AUTOREMOVE_COM
  0.000   0.0000   0.0000    0.500   0.12    0.00  TO_INVESTORS
  0.000   0.0000   0.0000    0.500   0.12    0.00  SUBJECT_IS_IN_REVIEW
  0.000   0.0000   0.0000    0.500   0.12    0.00  NO_SELLING
  0.000   0.0000   0.0000    0.500   0.12    0.00  PORN_GALLERIES
  0.000   0.0000   0.0000    0.500   0.12    0.00  RCVD_IN_RBL
  0.000   0.0000   0.0000    0.500   0.12    0.00  RCVD_IN_DUL_FH
  0.599   0.5965   0.6014    0.498   0.12    0.00  US_DOLLARS_2
  1.522   1.4224   1.5983    0.471   0.10    0.00  X_OSIRU_DUL
  0.071   0.0380   0.0958    0.284   0.02    0.00  BAD_HELO_WARNING
  6.512   3.1881   9.0289    0.261   0.02    0.00  RCVD_IN_MULTIHOP_DSBL
  0.001   0.0000   0.0012    0.000   0.00    0.00  MONSTERHUT
  0.001   0.0000   0.0012    0.000   0.00    0.00  IN_ACCORDANCE_WITH_LAWS

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
