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Posted to commits@spamassassin.apache.org by do...@apache.org on 2008/01/25 02:48:30 UTC

svn commit: r615095 - in /spamassassin/rules/trunk/scores: 72_scores.cf scores-set0 scores-set1 stats-set0 stats-set1

Author: dos
Date: Thu Jan 24 17:48:28 2008
New Revision: 615095

URL: http://svn.apache.org/viewvc?rev=615095&view=rev
Log:
updated scores for revision 614819 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=615095&r1=615094&r2=615095&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Thu Jan 24 17:48:28 2008
@@ -1,44 +1,44 @@
-score AXB_RCVD_ZOOBSEND              4.299 4.127 0.000 0.000
-score AXB_RCVD_ZOONAT                2.225 1.000 0.000 0.000
-score AXB_XMID_DIGDOTSHRT            2.254 1.033 0.000 0.000
-score DOS_FORGED_RCVD_QUADS          1.547 0.619 0.000 0.000
-score DOS_OE_TO_MX                   4.142 1.561 0.000 0.000
-score DOS_OE_TO_MX_IMAGE             1.709 0.370 0.000 0.000
-score DOS_OUTLOOK_TO_MX              2.001 3.799 0.000 0.000
-score DOS_OUTLOOK_TO_MX_IMAGE        0.611 1.000 0.000 0.000
-score DOS_REMOVE_DOMAIN_DOT          1.179 0.000 0.000 0.000
-score FB_ACHIEVE_BACH                1.000 1.000 0.000 0.000
-score FB_B0NUS                       1.000 1.000 0.000 0.000
-score FB_CASINO                      0.683 2.258 0.000 0.000
-score FB_MED1CAT                     0.452 1.000 0.000 0.000
-score FB_REPLICA_ROLEX               0.576 1.000 0.000 0.000
-score FB_SMALL_PEN                   1.000 1.049 0.000 0.000
-score FB_YOUR_WOMAN                  0.593 1.000 0.000 0.000
-score FH_HOST_IN_ADDRARPA            1.000 1.385 0.000 0.000
-score FM_MORTGAGE3PLUS               0.931 1.000 0.000 0.000
-score FS_ABIGGER                     1.027 1.194 0.000 0.000
-score FS_GET_LAID                    1.035 0.624 0.000 0.000
-score FS_LOWER_YOUR                  1.000 2.048 0.000 0.000
-score FS_MORE_CONFIDENT              1.000 1.000 0.000 0.000
-score IMG_ALT_HSPACE_CID_ALIGN       0.284 1.000 0.000 0.000
-score IMG_CID_PART1                  1.000 1.000 0.000 0.000
-score JM_0800_GMT                    1.929 1.000 0.000 0.000
-score JM_FAKE_PSMTP_RCVD             3.077 1.845 0.000 0.000
-score JM_GMT_RCVD                    2.872 2.795 0.000 0.000
-score JM_I_FEEL_LUCKY                1.000 0.944 0.000 0.000
-score JM_NICE_GIRL                   2.696 3.398 0.000 0.000
-score JM_SOUGHT_1                    4.006 1.000 0.000 0.000
-score JM_SOUGHT_2                    2.364 3.726 0.000 0.000
-score JM_SOUGHT_3                    2.714 4.478 0.000 0.000
+score AXB_RCVD_ZOOBSEND              4.299 3.860 0.000 0.000
+score AXB_RCVD_ZOONAT                2.401 3.477 0.000 0.000
+score AXB_XMID_DIGDOTSHRT            2.356 1.710 0.000 0.000
+score DOS_FORGED_RCVD_QUADS          1.000 1.000 0.000 0.000
+score DOS_OE_TO_MX                   3.085 1.523 0.000 0.000
+score DOS_OE_TO_MX_IMAGE             1.000 0.192 0.000 0.000
+score DOS_OUTLOOK_TO_MX              1.000 3.799 0.000 0.000
+score DOS_OUTLOOK_TO_MX_IMAGE        1.000 0.868 0.000 0.000
+score DOS_REMOVE_DOMAIN_DOT          0.995 0.000 0.000 0.000
+score FB_ACHIEVE_BACH                1.454 1.280 0.000 0.000
+score FB_B0NUS                       1.342 0.989 0.000 0.000
+score FB_CASINO                      1.966 1.421 0.000 0.000
+score FB_MED1CAT                     1.000 0.915 0.000 0.000
+score FB_REPLICA_ROLEX               1.142 0.592 0.000 0.000
+score FB_SMALL_PEN                   1.037 0.961 0.000 0.000
+score FB_YOUR_WOMAN                  1.191 0.071 0.000 0.000
+score FH_HOST_IN_ADDRARPA            0.243 1.066 0.000 0.000
+score FM_MORTGAGE3PLUS               1.000 0.524 0.000 0.000
+score FS_ABIGGER                     0.491 1.000 0.000 0.000
+score FS_GET_LAID                    0.387 1.000 0.000 0.000
+score FS_LOWER_YOUR                  0.824 0.850 0.000 0.000
+score FS_MORE_CONFIDENT              1.067 0.417 0.000 0.000
+score IMG_ALT_HSPACE_CID_ALIGN       1.000 0.979 0.000 0.000
+score IMG_CID_PART1                  1.277 1.000 0.000 0.000
+score JM_0800_GMT                    2.062 1.000 0.000 0.000
+score JM_FAKE_PSMTP_RCVD             1.000 3.041 0.000 0.000
+score JM_GMT_RCVD                    2.691 1.000 0.000 0.000
+score JM_I_FEEL_LUCKY                0.833 1.000 0.000 0.000
+score JM_NICE_GIRL                   3.592 3.247 0.000 0.000
+score JM_SOUGHT_1                    4.400 2.396 0.000 0.000
+score JM_SOUGHT_2                    2.749 2.360 0.000 0.000
+score JM_SOUGHT_3                    4.432 4.294 0.000 0.000
 score JM_STORM_ECARD                 1.000 0.000 0.000 0.000
-score KAM_LOTTO1                     1.053 2.490 0.000 0.000
-score KAM_LOTTO2                     1.000 0.627 0.000 0.000
-score KB_DATE_CONTAINS_TAB           1.759 1.339 0.000 0.000
-score KB_FAKED_THE_BAT               3.183 2.517 0.000 0.000
-score LOTTERY_PH_004470              0.740 2.304 0.000 0.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.699 2.434 0.000 0.000
-score TVD_GOOG_LUCKY                 2.206 2.747 0.000 0.000
-score TVD_SUBJ_FINGER_07             1.923 0.000 0.000 0.000
+score KAM_LOTTO1                     1.589 1.000 0.000 0.000
+score KAM_LOTTO2                     1.130 1.000 0.000 0.000
+score KB_DATE_CONTAINS_TAB           3.747 1.505 0.000 0.000
+score KB_FAKED_THE_BAT               2.027 2.716 0.000 0.000
+score LOTTERY_PH_004470              0.946 1.277 0.000 0.000
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.586 2.208 0.000 0.000
+score TVD_GOOG_LUCKY                 3.991 3.987 0.000 0.000
+score TVD_SUBJ_FINGER_07             2.232 0.000 0.000 0.000
 score URIBL_RHS_AHBL                 0.000 0.001 0.000 0.000
 score WHOIS_MONIKER_ROLE             0.000 0.000 0.000 0.000
-score YAHOO_RDS_REDIR                0.160 1.000 0.000 0.000
+score YAHOO_RDS_REDIR                1.533 0.699 0.000 0.000

Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=615095&r1=615094&r2=615095&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Thu Jan 24 17:48:28 2008
@@ -1,48 +1,48 @@
-# Using score set 0 logs for revision 614455 from:
-# ham-bb-fredt.log ham-bb-jm.log ham-bb-zmi.log ham-dos.log ham-jm.log ham-theo.log spam-bb-fredt.log spam-bb-jm.log spam-bb-zmi.log spam-dos.log spam-jm.log spam-theo.log
+# Using score set 0 logs for revision 614819 from:
+# ham-bb-jm.log ham-bb-zmi.log ham-dos.log ham-jm.log ham-theo.log spam-bb-jm.log spam-bb-zmi.log spam-dos.log spam-jm.log spam-theo.log
 
 score AXB_RCVD_ZOOBSEND              4.299
-score AXB_RCVD_ZOONAT                2.225
-score AXB_XMID_DIGDOTSHRT            2.254
-score DOS_FORGED_RCVD_QUADS          1.547
-score DOS_OE_TO_MX                   4.142
-score DOS_OE_TO_MX_IMAGE             1.709
-score DOS_OUTLOOK_TO_MX              2.001
-score DOS_OUTLOOK_TO_MX_IMAGE        0.611
-score DOS_REMOVE_DOMAIN_DOT          1.179
-score FB_ACHIEVE_BACH                1.000
-score FB_B0NUS                       1.000
-score FB_CASINO                      0.683
-score FB_MED1CAT                     0.452
-score FB_REPLICA_ROLEX               0.576
-score FB_SMALL_PEN                   1.000
-score FB_YOUR_WOMAN                  0.593
-score FH_HOST_IN_ADDRARPA            1.000
-score FM_MORTGAGE3PLUS               0.931
-score FS_ABIGGER                     1.027
-score FS_GET_LAID                    1.035
-score FS_LOWER_YOUR                  1.000
-score FS_MORE_CONFIDENT              1.000
-score IMG_ALT_HSPACE_CID_ALIGN       0.284
-score IMG_CID_PART1                  1.000
-score JM_0800_GMT                    1.929
-score JM_FAKE_PSMTP_RCVD             3.077
-score JM_GMT_RCVD                    2.872
-score JM_I_FEEL_LUCKY                1.000
-score JM_NICE_GIRL                   2.696
-score JM_SOUGHT_1                    4.006
-score JM_SOUGHT_2                    2.364
-score JM_SOUGHT_3                    2.714
+score AXB_RCVD_ZOONAT                2.401
+score AXB_XMID_DIGDOTSHRT            2.356
+score DOS_FORGED_RCVD_QUADS          1.000
+score DOS_OE_TO_MX                   3.085
+score DOS_OE_TO_MX_IMAGE             1.000
+score DOS_OUTLOOK_TO_MX              1.000
+score DOS_OUTLOOK_TO_MX_IMAGE        1.000
+score DOS_REMOVE_DOMAIN_DOT          0.995
+score FB_ACHIEVE_BACH                1.454
+score FB_B0NUS                       1.342
+score FB_CASINO                      1.966
+score FB_MED1CAT                     1.000
+score FB_REPLICA_ROLEX               1.142
+score FB_SMALL_PEN                   1.037
+score FB_YOUR_WOMAN                  1.191
+score FH_HOST_IN_ADDRARPA            0.243
+score FM_MORTGAGE3PLUS               1.000
+score FS_ABIGGER                     0.491
+score FS_GET_LAID                    0.387
+score FS_LOWER_YOUR                  0.824
+score FS_MORE_CONFIDENT              1.067
+score IMG_ALT_HSPACE_CID_ALIGN       1.000
+score IMG_CID_PART1                  1.277
+score JM_0800_GMT                    2.062
+score JM_FAKE_PSMTP_RCVD             1.000
+score JM_GMT_RCVD                    2.691
+score JM_I_FEEL_LUCKY                0.833
+score JM_NICE_GIRL                   3.592
+score JM_SOUGHT_1                    4.400
+score JM_SOUGHT_2                    2.749
+score JM_SOUGHT_3                    4.432
 score JM_STORM_ECARD                 1.000
-score KAM_LOTTO1                     1.053
-score KAM_LOTTO2                     1.000
-score KB_DATE_CONTAINS_TAB           1.759
-score KB_FAKED_THE_BAT               3.183
-score LOTTERY_PH_004470              0.740
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.699
-score TVD_GOOG_LUCKY                 2.206
-score TVD_SUBJ_FINGER_07             1.923
-score YAHOO_RDS_REDIR                0.160
+score KAM_LOTTO1                     1.589
+score KAM_LOTTO2                     1.130
+score KB_DATE_CONTAINS_TAB           3.747
+score KB_FAKED_THE_BAT               2.027
+score LOTTERY_PH_004470              0.946
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.586
+score TVD_GOOG_LUCKY                 3.991
+score TVD_SUBJ_FINGER_07             2.232
+score YAHOO_RDS_REDIR                1.533
 # in active.list but have no hits in recent corpus
 score URIBL_RHS_AHBL                 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=615095&r1=615094&r2=615095&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Thu Jan 24 17:48:28 2008
@@ -1,43 +1,44 @@
 # Using score set 1 logs for revision 613374 from:
 # ham-net-bb-jm.log ham-net-bb-zmi.log ham-net-dos.log ham-net-jm.log ham-net-theo.log ham-net-zmi.log spam-net-bb-jm.log spam-net-bb-zmi.log spam-net-dos.log spam-net-jm.log spam-net-theo.log spam-net-zmi.log
 
-score AXB_RCVD_ZOOBSEND              4.127
-score AXB_RCVD_ZOONAT                1.000
-score AXB_XMID_DIGDOTSHRT            1.033
-score DOS_FORGED_RCVD_QUADS          0.619
-score DOS_OE_TO_MX                   1.561
-score DOS_OE_TO_MX_IMAGE             0.370
+score AXB_RCVD_ZOOBSEND              3.860
+score AXB_RCVD_ZOONAT                3.477
+score AXB_XMID_DIGDOTSHRT            1.710
+score DOS_FORGED_RCVD_QUADS          1.000
+score DOS_OE_TO_MX                   1.523
+score DOS_OE_TO_MX_IMAGE             0.192
 score DOS_OUTLOOK_TO_MX              3.799
-score DOS_OUTLOOK_TO_MX_IMAGE        1.000
-score FB_ACHIEVE_BACH                1.000
-score FB_B0NUS                       1.000
-score FB_CASINO                      2.258
-score FB_MED1CAT                     1.000
-score FB_REPLICA_ROLEX               1.000
-score FB_SMALL_PEN                   1.049
-score FB_YOUR_WOMAN                  1.000
-score FH_HOST_IN_ADDRARPA            1.385
-score FM_MORTGAGE3PLUS               1.000
-score FS_ABIGGER                     1.194
-score FS_GET_LAID                    0.624
-score FS_LOWER_YOUR                  2.048
-score FS_MORE_CONFIDENT              1.000
-score IMG_ALT_HSPACE_CID_ALIGN       1.000
+score DOS_OUTLOOK_TO_MX_IMAGE        0.868
+score FB_ACHIEVE_BACH                1.280
+score FB_B0NUS                       0.989
+score FB_CASINO                      1.421
+score FB_MED1CAT                     0.915
+score FB_REPLICA_ROLEX               0.592
+score FB_SMALL_PEN                   0.961
+score FB_YOUR_WOMAN                  0.071
+score FH_HOST_IN_ADDRARPA            1.066
+score FM_MORTGAGE3PLUS               0.524
+score FS_ABIGGER                     1.000
+score FS_GET_LAID                    1.000
+score FS_LOWER_YOUR                  0.850
+score FS_MORE_CONFIDENT              0.417
+score IMG_ALT_HSPACE_CID_ALIGN       0.979
 score IMG_CID_PART1                  1.000
 score JM_0800_GMT                    1.000
-score JM_FAKE_PSMTP_RCVD             1.845
-score JM_GMT_RCVD                    2.795
-score JM_I_FEEL_LUCKY                0.944
-score JM_NICE_GIRL                   3.398
-score JM_SOUGHT_1                    1.000
-score JM_SOUGHT_2                    3.726
-score JM_SOUGHT_3                    4.478
-score KAM_LOTTO1                     2.490
-score KAM_LOTTO2                     0.627
-score KB_DATE_CONTAINS_TAB           1.339
-score KB_FAKED_THE_BAT               2.517
-score LOTTERY_PH_004470              2.304
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.434
-score TVD_GOOG_LUCKY                 2.747
+score JM_FAKE_PSMTP_RCVD             3.041
+score JM_GMT_RCVD                    1.000
+score JM_I_FEEL_LUCKY                1.000
+score JM_NICE_GIRL                   3.247
+score JM_SOUGHT_1                    2.396
+score JM_SOUGHT_2                    2.360
+score JM_SOUGHT_3                    4.294
+score KAM_LOTTO1                     1.000
+score KAM_LOTTO2                     1.000
+score KB_DATE_CONTAINS_TAB           1.505
+score KB_FAKED_THE_BAT               2.716
+score LOTTERY_PH_004470              1.277
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.208
+score TVD_FW_GRAPHIC_ID1             0.001
+score TVD_GOOG_LUCKY                 3.987
 score URIBL_RHS_AHBL                 0.001
-score YAHOO_RDS_REDIR                1.000
+score YAHOO_RDS_REDIR                0.699

Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=615095&r1=615094&r2=615095&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Thu Jan 24 17:48:28 2008
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 122014  8.858%  (96.994% of non-spam corpus)
-# Correctly spam:     1088051  78.989%  (86.927% of spam corpus)
-# False positives:      3781  0.274%  (3.006% of nonspam, 469223 weighted)
-# False negatives:    163626  11.879%  (13.073% of spam, 391440 weighted)
+# Correctly non-spam: 121057  8.776%  (97.100% of non-spam corpus)
+# Correctly spam:     1099633  79.716%  (87.637% of spam corpus)
+# False positives:      3616  0.262%  (2.900% of nonspam, 457511 weighted)
+# False negatives:    155125  11.246%  (12.363% of spam, 372435 weighted)
 # Average score for spam:  13.1    nonspam: 0.8
-# Average for false-pos:   6.2  false-neg: 2.4
-# TOTAL:              1377472  100.00%
+# Average for false-pos:   6.3  false-neg: 2.4
+# TOTAL:              1379431  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  15295  96.90%
-# Correctly spam:     135947  86.92%
-# False positives:       489  3.10%
-# False negatives:     20463  13.08%
-# TCR(l=50): 3.482511  SpamRecall: 86.917%  SpamPrec: 99.642%
+# Correctly non-spam:  15216  97.28%
+# Correctly spam:     137380  87.62%
+# False positives:       426  2.72%
+# False negatives:     19406  12.38%
+# TCR(l=50): 3.851668  SpamRecall: 87.623%  SpamPrec: 99.691%
 
 ##### 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: 122404  97.30%
-# Correctly spam:     684609  54.70%
-# False positives:      3391  2.70%
-# False negatives:    567068  45.30%
-# TCR(l=50): 1.699221  SpamRecall: 54.695%  SpamPrec: 99.507%
+# Correctly non-spam: 121296  97.29%
+# Correctly spam:     685806  54.66%
+# False positives:      3377  2.71%
+# False negatives:    568952  45.34%
+# TCR(l=50): 1.700670  SpamRecall: 54.656%  SpamPrec: 99.510%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  15337  97.17%
-# Correctly spam:      85507  54.67%
-# False positives:       447  2.83%
-# False negatives:     70903  45.33%
-# TCR(l=50): 1.677265  SpamRecall: 54.668%  SpamPrec: 99.480%
+# Correctly non-spam:  15247  97.47%
+# Correctly spam:      85898  54.79%
+# False positives:       395  2.53%
+# False negatives:     70888  45.21%
+# TCR(l=50): 1.729804  SpamRecall: 54.787%  SpamPrec: 99.542%

Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=615095&r1=615094&r2=615095&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Thu Jan 24 17:48:28 2008
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  98523  9.538%  (99.239% of non-spam corpus)
-# Correctly spam:     926419  89.683%  (99.219% of spam corpus)
-# False positives:       756  0.073%  (0.761% of nonspam, 223879 weighted)
-# False negatives:      7293  0.706%  (0.781% of spam,  21884 weighted)
-# Average score for spam:  29.1    nonspam: -0.1
+# Correctly non-spam:  98526  9.538%  (99.242% of non-spam corpus)
+# Correctly spam:     926581  89.701%  (99.239% of spam corpus)
+# False positives:       753  0.073%  (0.758% of nonspam, 223147 weighted)
+# False negatives:      7101  0.687%  (0.761% of spam,  21268 weighted)
+# Average score for spam:  29.3    nonspam: -0.1
 # Average for false-pos:   6.3  false-neg: 3.0
-# TOTAL:              1032991  100.00%
+# TOTAL:              1032961  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  12441  99.23%
-# Correctly spam:     115619  99.21%
-# False positives:        96  0.77%
-# False negatives:       919  0.79%
-# TCR(l=50): 20.377339  SpamRecall: 99.211%  SpamPrec: 99.917%
+# Correctly non-spam:  12442  99.24%
+# Correctly spam:     115627  99.22%
+# False positives:        95  0.76%
+# False negatives:       908  0.78%
+# TCR(l=50): 20.596501  SpamRecall: 99.221%  SpamPrec: 99.918%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  98438  99.15%
-# Correctly spam:     918590  98.38%
+# Correctly spam:     918638  98.39%
 # False positives:       841  0.85%
-# False negatives:     15122  1.62%
-# TCR(l=50): 16.331631  SpamRecall: 98.380%  SpamPrec: 99.909%
+# False negatives:     15044  1.61%
+# TCR(l=50): 16.353417  SpamRecall: 98.389%  SpamPrec: 99.909%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  12431  99.15%
-# Correctly spam:     114662  98.39%
+# Correctly spam:     114626  98.36%
 # False positives:       106  0.85%
-# False negatives:      1876  1.61%
-# TCR(l=50): 16.239967  SpamRecall: 98.390%  SpamPrec: 99.908%
+# False negatives:      1909  1.64%
+# TCR(l=50): 16.165210  SpamRecall: 98.362%  SpamPrec: 99.908%