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Posted to commits@spamassassin.apache.org by do...@apache.org on 2008/01/26 02:48:41 UTC

svn commit: r615422 - in /spamassassin/rules/trunk/scores: 72_scores.cf scores-set0 scores-set1 stats-set0 stats-set1

Author: dos
Date: Fri Jan 25 17:48:39 2008
New Revision: 615422

URL: http://svn.apache.org/viewvc?rev=615422&view=rev
Log:
updated scores for revision 615147 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=615422&r1=615421&r2=615422&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Fri Jan 25 17:48:39 2008
@@ -1,44 +1,45 @@
-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 AXB_RCVD_ZOOBSEND              4.299 3.974 0.000 0.000
+score AXB_RCVD_ZOONAT                3.251 1.521 0.000 0.000
+score AXB_XMID_DIGDOTSHRT            3.539 2.127 0.000 0.000
+score DOS_FORGED_RCVD_QUADS          1.655 0.472 0.000 0.000
+score DOS_OE_TO_MX                   4.429 1.581 0.000 0.000
+score DOS_OE_TO_MX_IMAGE             0.737 0.297 0.000 0.000
+score DOS_OUTLOOK_TO_MX              3.659 3.640 0.000 0.000
+score DOS_OUTLOOK_TO_MX_IMAGE        1.849 1.117 0.000 0.000
+score DOS_REMOVE_DOMAIN_DOT          1.000 0.000 0.000 0.000
+score FB_ACHIEVE_BACH                0.658 1.313 0.000 0.000
+score FB_B0NUS                       1.000 1.000 0.000 0.000
+score FB_CASINO                      1.656 1.925 0.000 0.000
+score FB_INCREASE_VOL                1.000 0.000 0.000 0.000
+score FB_MED1CAT                     0.527 0.282 0.000 0.000
+score FB_REPLICA_ROLEX               0.434 1.000 0.000 0.000
+score FB_SMALL_PEN                   1.000 1.846 0.000 0.000
+score FB_YOUR_WOMAN                  1.000 0.656 0.000 0.000
+score FH_HOST_IN_ADDRARPA            1.376 0.784 0.000 0.000
+score FM_MORTGAGE3PLUS               1.111 1.000 0.000 0.000
+score FS_ABIGGER                     1.000 1.000 0.000 0.000
+score FS_GET_LAID                    1.000 1.539 0.000 0.000
+score FS_LOWER_YOUR                  0.887 1.000 0.000 0.000
+score FS_MORE_CONFIDENT              1.008 1.000 0.000 0.000
+score IMG_ALT_HSPACE_CID_ALIGN       1.000 1.217 0.000 0.000
+score IMG_CID_PART1                  1.000 1.438 0.000 0.000
+score JM_0800_GMT                    1.721 1.828 0.000 0.000
+score JM_FAKE_PSMTP_RCVD             1.000 1.513 0.000 0.000
+score JM_GMT_RCVD                    1.962 2.139 0.000 0.000
+score JM_I_FEEL_LUCKY                0.891 1.000 0.000 0.000
+score JM_NICE_GIRL                   1.000 3.505 0.000 0.000
+score JM_SOUGHT_1                    3.433 1.889 0.000 0.000
+score JM_SOUGHT_2                    3.375 2.980 0.000 0.000
+score JM_SOUGHT_3                    4.147 4.268 0.000 0.000
 score JM_STORM_ECARD                 1.000 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 KAM_LOTTO1                     1.000 2.081 0.000 0.000
+score KAM_LOTTO2                     0.839 1.000 0.000 0.000
+score KB_DATE_CONTAINS_TAB           2.013 2.103 0.000 0.000
+score KB_FAKED_THE_BAT               3.239 2.604 0.000 0.000
+score LOTTERY_PH_004470              1.199 1.653 0.000 0.000
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.147 2.190 0.000 0.000
+score TVD_GOOG_LUCKY                 3.527 3.999 0.000 0.000
+score TVD_SUBJ_FINGER_07             2.827 0.000 0.000 0.000
+score URIBL_RHS_AHBL                 0.000 0.004 0.000 0.000
 score WHOIS_MONIKER_ROLE             0.000 0.000 0.000 0.000
-score YAHOO_RDS_REDIR                1.533 0.699 0.000 0.000
+score YAHOO_RDS_REDIR                1.303 0.434 0.000 0.000

Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=615422&r1=615421&r2=615422&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Fri Jan 25 17:48:39 2008
@@ -1,48 +1,49 @@
-# Using score set 0 logs for revision 614819 from:
+# Using score set 0 logs for revision 615147 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                2.401
-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 AXB_RCVD_ZOONAT                3.251
+score AXB_XMID_DIGDOTSHRT            3.539
+score DOS_FORGED_RCVD_QUADS          1.655
+score DOS_OE_TO_MX                   4.429
+score DOS_OE_TO_MX_IMAGE             0.737
+score DOS_OUTLOOK_TO_MX              3.659
+score DOS_OUTLOOK_TO_MX_IMAGE        1.849
+score DOS_REMOVE_DOMAIN_DOT          1.000
+score FB_ACHIEVE_BACH                0.658
+score FB_B0NUS                       1.000
+score FB_CASINO                      1.656
+score FB_INCREASE_VOL                1.000
+score FB_MED1CAT                     0.527
+score FB_REPLICA_ROLEX               0.434
+score FB_SMALL_PEN                   1.000
+score FB_YOUR_WOMAN                  1.000
+score FH_HOST_IN_ADDRARPA            1.376
+score FM_MORTGAGE3PLUS               1.111
+score FS_ABIGGER                     1.000
+score FS_GET_LAID                    1.000
+score FS_LOWER_YOUR                  0.887
+score FS_MORE_CONFIDENT              1.008
 score IMG_ALT_HSPACE_CID_ALIGN       1.000
-score IMG_CID_PART1                  1.277
-score JM_0800_GMT                    2.062
+score IMG_CID_PART1                  1.000
+score JM_0800_GMT                    1.721
 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_GMT_RCVD                    1.962
+score JM_I_FEEL_LUCKY                0.891
+score JM_NICE_GIRL                   1.000
+score JM_SOUGHT_1                    3.433
+score JM_SOUGHT_2                    3.375
+score JM_SOUGHT_3                    4.147
 score JM_STORM_ECARD                 1.000
-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
+score KAM_LOTTO1                     1.000
+score KAM_LOTTO2                     0.839
+score KB_DATE_CONTAINS_TAB           2.013
+score KB_FAKED_THE_BAT               3.239
+score LOTTERY_PH_004470              1.199
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.147
+score TVD_GOOG_LUCKY                 3.527
+score TVD_SUBJ_FINGER_07             2.827
+score YAHOO_RDS_REDIR                1.303
 # 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=615422&r1=615421&r2=615422&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Fri Jan 25 17:48:39 2008
@@ -1,44 +1,43 @@
 # 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              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        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 AXB_RCVD_ZOOBSEND              3.974
+score AXB_RCVD_ZOONAT                1.521
+score AXB_XMID_DIGDOTSHRT            2.127
+score DOS_FORGED_RCVD_QUADS          0.472
+score DOS_OE_TO_MX                   1.581
+score DOS_OE_TO_MX_IMAGE             0.297
+score DOS_OUTLOOK_TO_MX              3.640
+score DOS_OUTLOOK_TO_MX_IMAGE        1.117
+score FB_ACHIEVE_BACH                1.313
+score FB_B0NUS                       1.000
+score FB_CASINO                      1.925
+score FB_MED1CAT                     0.282
+score FB_REPLICA_ROLEX               1.000
+score FB_SMALL_PEN                   1.846
+score FB_YOUR_WOMAN                  0.656
+score FH_HOST_IN_ADDRARPA            0.784
+score FM_MORTGAGE3PLUS               1.000
 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             3.041
-score JM_GMT_RCVD                    1.000
+score FS_GET_LAID                    1.539
+score FS_LOWER_YOUR                  1.000
+score FS_MORE_CONFIDENT              1.000
+score IMG_ALT_HSPACE_CID_ALIGN       1.217
+score IMG_CID_PART1                  1.438
+score JM_0800_GMT                    1.828
+score JM_FAKE_PSMTP_RCVD             1.513
+score JM_GMT_RCVD                    2.139
 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 JM_NICE_GIRL                   3.505
+score JM_SOUGHT_1                    1.889
+score JM_SOUGHT_2                    2.980
+score JM_SOUGHT_3                    4.268
+score KAM_LOTTO1                     2.081
 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                0.699
+score KB_DATE_CONTAINS_TAB           2.103
+score KB_FAKED_THE_BAT               2.604
+score LOTTERY_PH_004470              1.653
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.190
+score TVD_GOOG_LUCKY                 3.999
+score URIBL_RHS_AHBL                 0.004
+score YAHOO_RDS_REDIR                0.434

Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=615422&r1=615421&r2=615422&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Fri Jan 25 17:48:39 2008
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# 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:   6.3  false-neg: 2.4
-# TOTAL:              1379431  100.00%
+# Correctly non-spam: 121123  8.738%  (97.125% of non-spam corpus)
+# Correctly spam:     1104900  79.709%  (87.590% of spam corpus)
+# False positives:      3586  0.259%  (2.875% of nonspam, 453119 weighted)
+# False negatives:    156552  11.294%  (12.410% of spam, 378068 weighted)
+# Average score for spam:  13.4    nonspam: 0.8
+# Average for false-pos:   6.2  false-neg: 2.4
+# TOTAL:              1386161  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam:  15178  97.01%
+# Correctly spam:     138106  87.61%
+# False positives:       468  2.99%
+# False negatives:     19526  12.39%
+# TCR(l=50): 3.672180  SpamRecall: 87.613%  SpamPrec: 99.662%
 
 ##### 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: 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%
+# Correctly non-spam: 121375  97.33%
+# Correctly spam:     691770  54.84%
+# False positives:      3334  2.67%
+# False negatives:    569682  45.16%
+# TCR(l=50): 1.713040  SpamRecall: 54.839%  SpamPrec: 99.520%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam:  15202  97.16%
+# Correctly spam:      86337  54.77%
+# False positives:       444  2.84%
+# False negatives:     71295  45.23%
+# TCR(l=50): 1.685994  SpamRecall: 54.771%  SpamPrec: 99.488%

Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=615422&r1=615421&r2=615422&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Fri Jan 25 17:48:39 2008
@@ -2,22 +2,22 @@
 
 # SUMMARY for threshold 5.0:
 # 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
+# Correctly spam:     926546  89.700%  (99.238% of spam corpus)
+# False positives:       753  0.073%  (0.758% of nonspam, 223174 weighted)
+# False negatives:      7113  0.689%  (0.762% of spam,  21282 weighted)
+# Average score for spam:  29.2    nonspam: -0.1
 # Average for false-pos:   6.3  false-neg: 3.0
-# TOTAL:              1032961  100.00%
+# TOTAL:              1032938  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  12442  99.24%
-# Correctly spam:     115627  99.22%
+# Correctly spam:     115657  99.25%
 # False positives:        95  0.76%
-# False negatives:       908  0.78%
-# TCR(l=50): 20.596501  SpamRecall: 99.221%  SpamPrec: 99.918%
+# False negatives:       876  0.75%
+# TCR(l=50): 20.713295  SpamRecall: 99.248%  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:     918638  98.39%
+# Correctly spam:     918566  98.38%
 # False positives:       841  0.85%
-# False negatives:     15044  1.61%
-# TCR(l=50): 16.353417  SpamRecall: 98.389%  SpamPrec: 99.909%
+# False negatives:     15093  1.62%
+# TCR(l=50): 16.338992  SpamRecall: 98.383%  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:     114626  98.36%
+# Correctly spam:     114652  98.39%
 # False positives:       106  0.85%
-# False negatives:      1909  1.64%
-# TCR(l=50): 16.165210  SpamRecall: 98.362%  SpamPrec: 99.908%
+# False negatives:      1881  1.61%
+# TCR(l=50): 16.227963  SpamRecall: 98.386%  SpamPrec: 99.908%