You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@spamassassin.apache.org by do...@apache.org on 2008/03/26 02:02:57 UTC

svn commit: r641100 - in /spamassassin/rules/trunk/scores: 72_scores.cf scores-set0 scores-set1 stats-set0 stats-set1

Author: dos
Date: Tue Mar 25 18:02:56 2008
New Revision: 641100

URL: http://svn.apache.org/viewvc?rev=641100&view=rev
Log:
updated scores for revision 640746 active rules added since last mass-check

Modified:
    spamassassin/rules/trunk/scores/72_scores.cf
    spamassassin/rules/trunk/scores/scores-set0
    spamassassin/rules/trunk/scores/scores-set1
    spamassassin/rules/trunk/scores/stats-set0
    spamassassin/rules/trunk/scores/stats-set1

Modified: spamassassin/rules/trunk/scores/72_scores.cf
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/72_scores.cf?rev=641100&r1=641099&r2=641100&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Tue Mar 25 18:02:56 2008
@@ -1,52 +1,40 @@
-score AXB_RCVD_ZOOBSEND              2.343 1.000 0.000 0.000
-score AXB_RCVD_ZOONAT                1.632 1.000 0.000 0.000
-score AXB_XMID_DIGDOTSHRT            3.988 4.189 0.000 0.000
-score DOS_OE_TO_MX                   4.499 4.483 0.000 0.000
-score DOS_OE_TO_MX_IMAGE             1.820 1.764 0.000 0.000
-score DOS_OUTLOOK_TO_MX              3.671 1.811 0.000 0.000
-score DOS_OUTLOOK_TO_MX_IMAGE        1.354 1.693 0.000 0.000
-score DOS_RCVD_IP_TWICE_B            2.787 1.000 0.000 0.000
-score DOS_RCVD_IP_TWICE_C            1.130 0.630 0.000 0.000
-score FB_ACHIEVE_BACH                0.227 0.849 0.000 0.000
-score FB_B0NUS                       1.000 0.000 0.000 0.000
-score FB_CASINO                      1.108 0.000 0.000 0.000
-score FB_MED1CAT                     1.000 1.000 0.000 0.000
-score FB_MORE_SEMEN                  1.170 1.000 0.000 0.000
-score FB_REPLICA_ROLEX               1.347 0.874 0.000 0.000
-score FB_SMALL_PEN                   1.000 1.000 0.000 0.000
+score AXB_RCVD_ZOOBSEND              2.685 1.432 0.000 0.000
+score AXB_RCVD_ZOONAT                2.653 1.955 0.000 0.000
+score AXB_XMID_DIGDOTSHRT            2.976 3.785 0.000 0.000
+score DOS_OE_TO_MX                   4.399 4.387 0.000 0.000
+score DOS_OE_TO_MX_IMAGE             1.140 1.792 0.000 0.000
+score DOS_OUTLOOK_TO_MX              1.000 0.916 0.000 0.000
+score DOS_RCVD_IP_TWICE_B            2.002 0.700 0.000 0.000
+score DOS_RCVD_IP_TWICE_C            1.000 0.794 0.000 0.000
+score FB_ACHIEVE_BACH                0.679 1.097 0.000 0.000
+score FB_MED1CAT                     1.391 1.000 0.000 0.000
+score FB_MORE_SEMEN                  0.635 0.950 0.000 0.000
+score FB_REPLICA_ROLEX               1.101 1.000 0.000 0.000
 score FB_STRONGER_EJ                 1.000 1.000 0.000 0.000
-score FB_YOUR_MED                    1.000 0.844 0.000 0.000
-score FH_HOST_IN_ADDRARPA            1.000 0.001 0.000 0.000
-score FM_DEBT_HELP                   1.303 1.000 0.000 0.000
-score FORGED_RELAY_MUA_TO_MX         2.080 3.290 0.000 0.000
-score FRT_COCK                       1.895 2.233 0.000 0.000
-score FRT_ERECTION                   1.294 1.829 0.000 0.000
-score FRT_PACKAGE                    1.000 1.738 0.000 0.000
-score FS_ABIGGER                     1.155 1.056 0.000 0.000
-score FS_CAILIS                      1.000 0.000 0.000 0.000
-score FS_LOWER_YOUR                  0.536 1.000 0.000 0.000
-score FS_YOUR_PRESCRIP               1.337 1.000 0.000 0.000
-score IMG_ALT_HSPACE_CID_ALIGN       1.000 0.966 0.000 0.000
-score JM_FAKE_PSMTP_RCVD             3.196 0.839 0.000 0.000
-score JM_GMT_RCVD                    1.000 1.000 0.000 0.000
-score JM_I_FEEL_LUCKY                1.000 0.000 0.000 0.000
-score JM_NICE_GIRL                   1.115 1.000 0.000 0.000
-score JM_SOUGHT_1                    4.145 0.852 0.000 0.000
-score JM_SOUGHT_2                    3.372 0.000 0.000 0.000
-score JM_SOUGHT_3                    3.816 1.000 0.000 0.000
-score KAM_LOTTO1                     1.000 2.887 0.000 0.000
-score KB_DATE_CONTAINS_TAB           1.000 1.000 0.000 0.000
-score KB_FAKED_THE_BAT               1.000 2.482 0.000 0.000
-score KB_RATWARE_MSGID               2.690 2.528 0.000 0.000
-score RP_LASTNAME                    1.000 0.000 0.000 0.000
-score RP_MATCHES_RCVD                -2.099 -2.099 0.000 0.000
-score RP_MINUS                       2.287 2.613 0.000 0.000
-score RP_UNDERLINE                   3.864 1.821 0.000 0.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.301 0.920 0.000 0.000
-score TVD_GOOG_LUCKY                 3.819 0.996 0.000 0.000
-score TVD_PCT_OFF                    1.823 0.082 0.000 0.000
-score TVD_SUBJ_FINGER_07             1.000 0.364 0.000 0.000
-score URIBL_XBL                      0.000 1.481 0.000 0.000
+score FB_YOUR_MED                    1.019 1.267 0.000 0.000
+score FH_HOST_IN_ADDRARPA            1.000 1.000 0.000 0.000
+score FORGED_RELAY_MUA_TO_MX         2.799 2.197 0.000 0.000
+score FRT_COCK                       2.768 2.366 0.000 0.000
+score FRT_ERECTION                   1.592 1.552 0.000 0.000
+score FRT_PACKAGE                    1.526 0.345 0.000 0.000
+score FS_ABIGGER                     1.116 1.000 0.000 0.000
+score JM_FAKE_PSMTP_RCVD             1.743 1.000 0.000 0.000
+score JM_GMT_RCVD                    1.000 0.782 0.000 0.000
+score JM_I_FEEL_LUCKY                1.134 0.000 0.000 0.000
+score JM_NICE_GIRL                   0.767 0.492 0.000 0.000
+score JM_SOUGHT_1                    1.658 2.362 0.000 0.000
+score JM_SOUGHT_3                    4.298 1.348 0.000 0.000
+score KAM_LOTTO1                     1.000 1.748 0.000 0.000
+score KB_DATE_CONTAINS_TAB           3.638 1.240 0.000 0.000
+score KB_FAKED_THE_BAT               1.000 2.785 0.000 0.000
+score KB_RATWARE_MSGID               1.000 3.376 0.000 0.000
+score RP_MATCHES_RCVD                -2.050 -2.099 0.000 0.000
+score RP_MINUS                       2.457 0.867 0.000 0.000
+score RP_UNDERLINE                   1.794 4.294 0.000 0.000
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.197 1.238 0.000 0.000
+score TVD_GOOG_LUCKY                 3.957 1.786 0.000 0.000
+score TVD_PCT_OFF                    1.124 1.497 0.000 0.000
+score URIBL_XBL                      0.000 2.222 0.000 0.000
 score WHOIS_MONIKER_ROLE             0.000 0.000 0.000 0.000
-score X_MAILER_CME_6543_MSN          1.000 1.627 0.000 0.000
-score YAHOO_RDS_REDIR                3.207 1.599 0.000 0.000
+score X_MAILER_CME_6543_MSN          2.746 1.244 0.000 0.000
+score YAHOO_RDS_REDIR                1.000 1.000 0.000 0.000

Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=641100&r1=641099&r2=641100&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Tue Mar 25 18:02:56 2008
@@ -1,56 +1,44 @@
-# Using score set 0 logs for revision 640350 from:
+# Using score set 0 logs for revision 640746 from:
 # ham-dos.log ham-jm.log ham-theo.log spam-dos.log spam-jm.log spam-theo.log
 
-score AXB_RCVD_ZOOBSEND              2.343
-score AXB_RCVD_ZOONAT                1.632
-score AXB_XMID_DIGDOTSHRT            3.988
-score DOS_OE_TO_MX                   4.499
-score DOS_OE_TO_MX_IMAGE             1.820
-score DOS_OUTLOOK_TO_MX              3.671
-score DOS_OUTLOOK_TO_MX_IMAGE        1.354
-score DOS_RCVD_IP_TWICE_B            2.787
-score DOS_RCVD_IP_TWICE_C            1.130
-score FB_ACHIEVE_BACH                0.227
-score FB_B0NUS                       1.000
-score FB_CASINO                      1.108
-score FB_MED1CAT                     1.000
-score FB_MORE_SEMEN                  1.170
-score FB_REPLICA_ROLEX               1.347
-score FB_SMALL_PEN                   1.000
+score AXB_RCVD_ZOOBSEND              2.685
+score AXB_RCVD_ZOONAT                2.653
+score AXB_XMID_DIGDOTSHRT            2.976
+score DOS_OE_TO_MX                   4.399
+score DOS_OE_TO_MX_IMAGE             1.140
+score DOS_OUTLOOK_TO_MX              1.000
+score DOS_RCVD_IP_TWICE_B            2.002
+score DOS_RCVD_IP_TWICE_C            1.000
+score FB_ACHIEVE_BACH                0.679
+score FB_MED1CAT                     1.391
+score FB_MORE_SEMEN                  0.635
+score FB_REPLICA_ROLEX               1.101
 score FB_STRONGER_EJ                 1.000
-score FB_YOUR_MED                    1.000
+score FB_YOUR_MED                    1.019
 score FH_HOST_IN_ADDRARPA            1.000
-score FM_DEBT_HELP                   1.303
-score FORGED_RELAY_MUA_TO_MX         2.080
-score FRT_COCK                       1.895
-score FRT_ERECTION                   1.294
-score FRT_PACKAGE                    1.000
-score FS_ABIGGER                     1.155
-score FS_CAILIS                      1.000
-score FS_LOWER_YOUR                  0.536
-score FS_YOUR_PRESCRIP               1.337
-score IMG_ALT_HSPACE_CID_ALIGN       1.000
-score JM_FAKE_PSMTP_RCVD             3.196
+score FORGED_RELAY_MUA_TO_MX         2.799
+score FRT_COCK                       2.768
+score FRT_ERECTION                   1.592
+score FRT_PACKAGE                    1.526
+score FS_ABIGGER                     1.116
+score JM_FAKE_PSMTP_RCVD             1.743
 score JM_GMT_RCVD                    1.000
-score JM_I_FEEL_LUCKY                1.000
-score JM_NICE_GIRL                   1.115
-score JM_SOUGHT_1                    4.145
-score JM_SOUGHT_2                    3.372
-score JM_SOUGHT_3                    3.816
+score JM_I_FEEL_LUCKY                1.134
+score JM_NICE_GIRL                   0.767
+score JM_SOUGHT_1                    1.658
+score JM_SOUGHT_3                    4.298
 score KAM_LOTTO1                     1.000
-score KB_DATE_CONTAINS_TAB           1.000
+score KB_DATE_CONTAINS_TAB           3.638
 score KB_FAKED_THE_BAT               1.000
-score KB_RATWARE_MSGID               2.690
-score RP_LASTNAME                    1.000
-score RP_MATCHES_RCVD                -2.099
-score RP_MINUS                       2.287
-score RP_UNDERLINE                   3.864
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.301
-score TVD_GOOG_LUCKY                 3.819
-score TVD_PCT_OFF                    1.823
-score TVD_SUBJ_FINGER_07             1.000
-score X_MAILER_CME_6543_MSN          1.000
-score YAHOO_RDS_REDIR                3.207
+score KB_RATWARE_MSGID               1.000
+score RP_MATCHES_RCVD                -2.050
+score RP_MINUS                       2.457
+score RP_UNDERLINE                   1.794
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.197
+score TVD_GOOG_LUCKY                 3.957
+score TVD_PCT_OFF                    1.124
+score X_MAILER_CME_6543_MSN          2.746
+score YAHOO_RDS_REDIR                1.000
 # in active.list but have no hits in recent corpus
 score URIBL_XBL                      0.000
 score WHOIS_MONIKER_ROLE             0.000

Modified: spamassassin/rules/trunk/scores/scores-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set1?rev=641100&r1=641099&r2=641100&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Tue Mar 25 18:02:56 2008
@@ -1,48 +1,41 @@
 # Using score set 1 logs for revision 639965 from:
 # ham-net-dos.log ham-net-jm.log ham-net-theo.log spam-net-dos.log spam-net-jm.log spam-net-theo.log
 
-score AXB_RCVD_ZOOBSEND              1.000
-score AXB_RCVD_ZOONAT                1.000
-score AXB_XMID_DIGDOTSHRT            4.189
-score DOS_OE_TO_MX                   4.483
-score DOS_OE_TO_MX_IMAGE             1.764
-score DOS_OUTLOOK_TO_MX              1.811
-score DOS_OUTLOOK_TO_MX_IMAGE        1.693
-score DOS_RCVD_IP_TWICE_B            1.000
-score DOS_RCVD_IP_TWICE_C            0.630
-score FB_ACHIEVE_BACH                0.849
+score AXB_RCVD_ZOOBSEND              1.432
+score AXB_RCVD_ZOONAT                1.955
+score AXB_XMID_DIGDOTSHRT            3.785
+score DOS_OE_TO_MX                   4.387
+score DOS_OE_TO_MX_IMAGE             1.792
+score DOS_OUTLOOK_TO_MX              0.916
+score DOS_RCVD_IP_TWICE_B            0.700
+score DOS_RCVD_IP_TWICE_C            0.794
+score FB_ACHIEVE_BACH                1.097
 score FB_MED1CAT                     1.000
-score FB_MORE_SEMEN                  1.000
-score FB_REPLICA_ROLEX               0.874
-score FB_SMALL_PEN                   1.000
+score FB_MORE_SEMEN                  0.950
+score FB_REPLICA_ROLEX               1.000
 score FB_STRONGER_EJ                 1.000
-score FB_YOUR_MED                    0.844
-score FH_HOST_IN_ADDRARPA            0.001
-score FM_DEBT_HELP                   1.000
-score FORGED_RELAY_MUA_TO_MX         3.290
-score FRT_COCK                       2.233
-score FRT_ERECTION                   1.829
-score FRT_PACKAGE                    1.738
-score FS_ABIGGER                     1.056
-score FS_LOWER_YOUR                  1.000
-score FS_YOUR_PRESCRIP               1.000
-score IMG_ALT_HSPACE_CID_ALIGN       0.966
-score JM_FAKE_PSMTP_RCVD             0.839
-score JM_GMT_RCVD                    1.000
-score JM_NICE_GIRL                   1.000
-score JM_SOUGHT_1                    0.852
-score JM_SOUGHT_3                    1.000
-score KAM_LOTTO1                     2.887
-score KB_DATE_CONTAINS_TAB           1.000
-score KB_FAKED_THE_BAT               2.482
-score KB_RATWARE_MSGID               2.528
+score FB_YOUR_MED                    1.267
+score FH_HOST_IN_ADDRARPA            1.000
+score FORGED_RELAY_MUA_TO_MX         2.197
+score FRT_COCK                       2.366
+score FRT_ERECTION                   1.552
+score FRT_PACKAGE                    0.345
+score FS_ABIGGER                     1.000
+score JM_FAKE_PSMTP_RCVD             1.000
+score JM_GMT_RCVD                    0.782
+score JM_NICE_GIRL                   0.492
+score JM_SOUGHT_1                    2.362
+score JM_SOUGHT_3                    1.348
+score KAM_LOTTO1                     1.748
+score KB_DATE_CONTAINS_TAB           1.240
+score KB_FAKED_THE_BAT               2.785
+score KB_RATWARE_MSGID               3.376
 score RP_MATCHES_RCVD                -2.099
-score RP_MINUS                       2.613
-score RP_UNDERLINE                   1.821
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 0.920
-score TVD_GOOG_LUCKY                 0.996
-score TVD_PCT_OFF                    0.082
-score TVD_SUBJ_FINGER_07             0.364
-score URIBL_XBL                      1.481
-score X_MAILER_CME_6543_MSN          1.627
-score YAHOO_RDS_REDIR                1.599
+score RP_MINUS                       0.867
+score RP_UNDERLINE                   4.294
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 1.238
+score TVD_GOOG_LUCKY                 1.786
+score TVD_PCT_OFF                    1.497
+score URIBL_XBL                      2.222
+score X_MAILER_CME_6543_MSN          1.244
+score YAHOO_RDS_REDIR                1.000

Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=641100&r1=641099&r2=641100&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Tue Mar 25 18:02:56 2008
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  88174  5.626%  (97.760% of non-spam corpus)
-# Correctly spam:     1230004  78.482%  (83.275% of spam corpus)
-# False positives:      2020  0.129%  (2.240% of nonspam, 400652 weighted)
-# False negatives:    247042  15.763%  (16.725% of spam, 609216 weighted)
-# Average score for spam:  12.7    nonspam: -0.3
+# Correctly non-spam:  88474  5.616%  (97.722% of non-spam corpus)
+# Correctly spam:     1230878  78.125%  (82.888% of spam corpus)
+# False positives:      2062  0.131%  (2.278% of nonspam, 409762 weighted)
+# False negatives:    254106  16.128%  (17.112% of spam, 626386 weighted)
+# Average score for spam:  12.0    nonspam: -0.2
 # Average for false-pos:   6.1  false-neg: 2.5
-# TOTAL:              1567240  100.00%
+# TOTAL:              1575520  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  11145  97.81%
-# Correctly spam:     153885  83.43%
-# False positives:       249  2.19%
-# False negatives:     30573  16.57%
-# TCR(l=50): 4.287428  SpamRecall: 83.425%  SpamPrec: 99.838%
+# Correctly non-spam:  11223  98.04%
+# Correctly spam:     153652  82.87%
+# False positives:       224  1.96%
+# False negatives:     31770  17.13%
+# TCR(l=50): 4.315150  SpamRecall: 82.866%  SpamPrec: 99.854%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  86814  96.25%
-# Correctly spam:     706717  47.85%
-# False positives:      3380  3.75%
-# False negatives:    770329  52.15%
-# TCR(l=50): 1.572448  SpamRecall: 47.847%  SpamPrec: 99.524%
+# Correctly non-spam:  87110  96.22%
+# Correctly spam:     707254  47.63%
+# False positives:      3426  3.78%
+# False negatives:    777730  52.37%
+# TCR(l=50): 1.564739  SpamRecall: 47.627%  SpamPrec: 99.518%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  10971  96.29%
-# Correctly spam:      88815  48.15%
-# False positives:       423  3.71%
-# False negatives:     95643  51.85%
-# TCR(l=50): 1.579358  SpamRecall: 48.149%  SpamPrec: 99.526%
+# Correctly non-spam:  11054  96.57%
+# Correctly spam:      88175  47.55%
+# False positives:       393  3.43%
+# False negatives:     97247  52.45%
+# TCR(l=50): 1.586200  SpamRecall: 47.554%  SpamPrec: 99.556%

Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=641100&r1=641099&r2=641100&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Tue Mar 25 18:02:56 2008
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  63129  5.537%  (99.588% of non-spam corpus)
-# Correctly spam:     1069300  93.790%  (99.312% of spam corpus)
-# False positives:       261  0.023%  (0.412% of nonspam, 141880 weighted)
-# False negatives:      7406  0.650%  (0.688% of spam,  24551 weighted)
-# Average score for spam:  27.2    nonspam: -1.7
-# Average for false-pos:   6.4  false-neg: 3.3
-# TOTAL:              1140096  100.00%
+# Correctly non-spam:  63117  5.536%  (99.571% of non-spam corpus)
+# Correctly spam:     1069008  93.765%  (99.285% of spam corpus)
+# False positives:       272  0.024%  (0.429% of nonspam, 143229 weighted)
+# False negatives:      7698  0.675%  (0.715% of spam,  25704 weighted)
+# Average score for spam:  27.5    nonspam: -1.7
+# Average for false-pos:   6.2  false-neg: 3.3
+# TOTAL:              1140095  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:   7942  99.45%
-# Correctly spam:     133377  99.30%
-# False positives:        44  0.55%
-# False negatives:       940  0.70%
-# TCR(l=50): 42.776115  SpamRecall: 99.300%  SpamPrec: 99.967%
+# Correctly non-spam:   7945  99.49%
+# Correctly spam:     133345  99.28%
+# False positives:        41  0.51%
+# False negatives:       972  0.72%
+# TCR(l=50): 44.446393  SpamRecall: 99.276%  SpamPrec: 99.969%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  62845  99.14%
+# Correctly non-spam:  62831  99.12%
 # Correctly spam:     1040961  96.68%
-# False positives:       545  0.86%
+# False positives:       558  0.88%
 # False negatives:     35745  3.32%
-# TCR(l=50): 17.091928  SpamRecall: 96.680%  SpamPrec: 99.948%
+# TCR(l=50): 16.917370  SpamRecall: 96.680%  SpamPrec: 99.946%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:   7901  98.94%
+# Correctly non-spam:   7903  98.96%
 # Correctly spam:     129780  96.62%
-# False positives:        85  1.06%
+# False positives:        83  1.04%
 # False negatives:      4537  3.38%
-# TCR(l=50): 15.285877  SpamRecall: 96.622%  SpamPrec: 99.935%
+# TCR(l=50): 15.461840  SpamRecall: 96.622%  SpamPrec: 99.936%