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Posted to commits@spamassassin.apache.org by do...@apache.org on 2008/01/21 03:36:33 UTC

svn commit: r613733 - in /spamassassin/rules/trunk/scores: 72_scores.cf scores-set0 scores-set1 stats-set0 stats-set1

Author: dos
Date: Sun Jan 20 18:36:31 2008
New Revision: 613733

URL: http://svn.apache.org/viewvc?rev=613733&view=rev
Log:
updated scores for revision 613518 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=613733&r1=613732&r2=613733&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Sun Jan 20 18:36:31 2008
@@ -1,40 +1,43 @@
-score AXB_RCVD_ZOOBSEND              4.299 4.086 0.000 0.000
-score AXB_RCVD_ZOONAT                4.100 3.308 0.000 0.000
-score AXB_XMID_DIGDOTSHRT            3.020 2.272 0.000 0.000
-score DOS_FORGED_RCVD_QUADS          1.596 1.000 0.000 0.000
-score DOS_OE_TO_MX                   4.399 1.847 0.000 0.000
-score DOS_OE_TO_MX_IMAGE             1.000 1.000 0.000 0.000
-score DOS_OUTLOOK_TO_MX              1.772 3.999 0.000 0.000
-score DOS_OUTLOOK_TO_MX_IMAGE        1.306 1.000 0.000 0.000
-score FB_ACHIEVE_BACH                1.000 1.219 0.000 0.000
-score FB_B0NUS                       0.970 1.761 0.000 0.000
-score FB_CASINO                      1.327 1.000 0.000 0.000
-score FB_MED1CAT                     1.589 0.671 0.000 0.000
-score FB_REPLICA_ROLEX               1.000 1.164 0.000 0.000
-score FB_SMALL_PEN                   1.517 1.555 0.000 0.000
-score FB_YOUR_WOMAN                  1.426 1.000 0.000 0.000
-score FH_HOST_IN_ADDRARPA            1.000 1.000 0.000 0.000
-score FM_MORTGAGE3PLUS               2.203 1.225 0.000 0.000
-score FS_ABIGGER                     1.324 1.000 0.000 0.000
-score FS_GET_LAID                    1.000 2.645 0.000 0.000
-score FS_LOWER_YOUR                  1.000 1.155 0.000 0.000
-score FS_MORE_CONFIDENT              1.000 1.155 0.000 0.000
-score IMG_ALT_HSPACE_CID_ALIGN       0.891 1.000 0.000 0.000
-score IMG_CID_PART1                  1.072 1.530 0.000 0.000
-score JM_0800_GMT                    1.000 1.557 0.000 0.000
-score JM_FAKE_PSMTP_RCVD             2.367 1.666 0.000 0.000
-score JM_GMT_RCVD                    1.495 1.647 0.000 0.000
-score JM_I_FEEL_LUCKY                1.156 0.528 0.000 0.000
-score JM_NICE_GIRL                   2.993 3.506 0.000 0.000
-score JM_SOUGHT_1                    3.861 0.948 0.000 0.000
-score JM_SOUGHT_2                    2.876 4.257 0.000 0.000
-score JM_SOUGHT_3                    4.049 4.357 0.000 0.000
-score KAM_LOTTO1                     1.368 1.486 0.000 0.000
-score KAM_LOTTO2                     1.008 1.000 0.000 0.000
-score KB_DATE_CONTAINS_TAB           1.426 3.698 0.000 0.000
-score KB_FAKED_THE_BAT               2.671 0.748 0.000 0.000
-score LOTTERY_PH_004470              1.000 2.456 0.000 0.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.553 2.254 0.000 0.000
-score TVD_GOOG_LUCKY                 1.965 3.999 0.000 0.000
+score AXB_RCVD_ZOOBSEND              3.883 3.942 0.000 0.000
+score AXB_RCVD_ZOONAT                3.426 2.435 0.000 0.000
+score AXB_XMID_DIGDOTSHRT            3.701 2.040 0.000 0.000
+score DOS_FORGED_RCVD_QUADS          1.927 1.000 0.000 0.000
+score DOS_OE_TO_MX                   4.043 1.909 0.000 0.000
+score DOS_OE_TO_MX_IMAGE             1.020 0.014 0.000 0.000
+score DOS_OUTLOOK_TO_MX              1.992 3.732 0.000 0.000
+score DOS_OUTLOOK_TO_MX_IMAGE        1.000 1.055 0.000 0.000
+score DOS_REMOVE_DOMAIN_DOT          1.023 0.000 0.000 0.000
+score FB_ACHIEVE_BACH                2.431 0.914 0.000 0.000
+score FB_B0NUS                       1.000 1.000 0.000 0.000
+score FB_CASINO                      1.698 2.864 0.000 0.000
+score FB_MED1CAT                     1.000 0.457 0.000 0.000
+score FB_REPLICA_ROLEX               1.020 0.252 0.000 0.000
+score FB_SMALL_PEN                   1.000 1.231 0.000 0.000
+score FB_YOUR_WOMAN                  1.149 1.000 0.000 0.000
+score FH_HOST_IN_ADDRARPA            1.417 1.000 0.000 0.000
+score FM_MORTGAGE3PLUS               1.000 1.000 0.000 0.000
+score FS_ABIGGER                     1.026 1.541 0.000 0.000
+score FS_GET_LAID                    0.792 1.000 0.000 0.000
+score FS_LOWER_YOUR                  0.840 1.000 0.000 0.000
+score FS_MORE_CONFIDENT              0.304 1.572 0.000 0.000
+score IMG_ALT_HSPACE_CID_ALIGN       1.000 1.000 0.000 0.000
+score IMG_CID_PART1                  1.000 1.000 0.000 0.000
+score JM_0800_GMT                    1.000 0.909 0.000 0.000
+score JM_FAKE_PSMTP_RCVD             3.289 1.380 0.000 0.000
+score JM_GMT_RCVD                    2.204 3.969 0.000 0.000
+score JM_I_FEEL_LUCKY                1.000 0.115 0.000 0.000
+score JM_NICE_GIRL                   3.599 3.599 0.000 0.000
+score JM_SOUGHT_1                    4.487 2.379 0.000 0.000
+score JM_SOUGHT_2                    1.369 2.851 0.000 0.000
+score JM_SOUGHT_3                    4.185 4.303 0.000 0.000
+score JM_STORM_ECARD                 1.000 0.000 0.000 0.000
+score KAM_LOTTO1                     1.000 1.205 0.000 0.000
+score KAM_LOTTO2                     1.000 1.251 0.000 0.000
+score KB_DATE_CONTAINS_TAB           3.574 1.841 0.000 0.000
+score KB_FAKED_THE_BAT               1.999 1.930 0.000 0.000
+score LOTTERY_PH_004470              2.421 2.533 0.000 0.000
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.386 1.711 0.000 0.000
+score TVD_GOOG_LUCKY                 2.832 3.878 0.000 0.000
 score URIBL_RHS_AHBL                 0.000 0.001 0.000 0.000
-score YAHOO_RDS_REDIR                2.076 1.000 0.000 0.000
+score WHOIS_MONIKER_ROLE             0.000 0.000 0.000 0.000
+score YAHOO_RDS_REDIR                1.073 1.025 0.000 0.000

Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=613733&r1=613732&r2=613733&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Sun Jan 20 18:36:31 2008
@@ -1,47 +1,47 @@
-# Using score set 0 logs for revision 613106 from:
+# Using score set 0 logs for revision 613518 from:
 # ham-bb-jm.log ham-bb-zmi.log ham-dos.log ham-jm.log ham-theo.log ham-zmi.log spam-bb-jm.log spam-bb-zmi.log spam-dos.log spam-jm.log spam-theo.log spam-zmi.log
 
-score AXB_RCVD_ZOOBSEND              4.299
-score AXB_RCVD_ZOONAT                4.100
-score AXB_XMID_DIGDOTSHRT            3.020
-score DOS_FORGED_RCVD_QUADS          1.596
-score DOS_OE_TO_MX                   4.399
-score DOS_OE_TO_MX_IMAGE             1.000
-score DOS_OUTLOOK_TO_MX              1.772
-score DOS_OUTLOOK_TO_MX_IMAGE        1.306
-score DOS_REMOVE_DOMAIN_DOT          1.249
-score FB_ACHIEVE_BACH                1.000
-score FB_B0NUS                       0.970
-score FB_CASINO                      1.327
-score FB_MED1CAT                     1.589
-score FB_REPLICA_ROLEX               1.000
-score FB_SMALL_PEN                   1.517
-score FB_YOUR_WOMAN                  1.426
-score FH_HOST_IN_ADDRARPA            1.000
-score FM_MORTGAGE3PLUS               2.203
-score FS_ABIGGER                     1.324
-score FS_GET_LAID                    1.000
-score FS_LOWER_YOUR                  1.000
-score FS_MORE_CONFIDENT              1.000
-score IMG_ALT_HSPACE_CID_ALIGN       0.891
-score IMG_CID_PART1                  1.072
+score AXB_RCVD_ZOOBSEND              3.883
+score AXB_RCVD_ZOONAT                3.426
+score AXB_XMID_DIGDOTSHRT            3.701
+score DOS_FORGED_RCVD_QUADS          1.927
+score DOS_OE_TO_MX                   4.043
+score DOS_OE_TO_MX_IMAGE             1.020
+score DOS_OUTLOOK_TO_MX              1.992
+score DOS_OUTLOOK_TO_MX_IMAGE        1.000
+score DOS_REMOVE_DOMAIN_DOT          1.023
+score FB_ACHIEVE_BACH                2.431
+score FB_B0NUS                       1.000
+score FB_CASINO                      1.698
+score FB_MED1CAT                     1.000
+score FB_REPLICA_ROLEX               1.020
+score FB_SMALL_PEN                   1.000
+score FB_YOUR_WOMAN                  1.149
+score FH_HOST_IN_ADDRARPA            1.417
+score FM_MORTGAGE3PLUS               1.000
+score FS_ABIGGER                     1.026
+score FS_GET_LAID                    0.792
+score FS_LOWER_YOUR                  0.840
+score FS_MORE_CONFIDENT              0.304
+score IMG_ALT_HSPACE_CID_ALIGN       1.000
+score IMG_CID_PART1                  1.000
 score JM_0800_GMT                    1.000
-score JM_FAKE_PSMTP_RCVD             2.367
-score JM_GMT_RCVD                    1.495
-score JM_I_FEEL_LUCKY                1.156
-score JM_NICE_GIRL                   2.993
-score JM_SOUGHT_1                    3.861
-score JM_SOUGHT_2                    2.876
-score JM_SOUGHT_3                    4.049
-score JM_STORM_ECARD                 1.921
-score KAM_LOTTO1                     1.368
-score KAM_LOTTO2                     1.008
-score KB_DATE_CONTAINS_TAB           1.426
-score KB_FAKED_THE_BAT               2.671
-score LOTTERY_PH_004470              1.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.553
-score TVD_GOOG_LUCKY                 1.965
-score YAHOO_RDS_REDIR                2.076
+score JM_FAKE_PSMTP_RCVD             3.289
+score JM_GMT_RCVD                    2.204
+score JM_I_FEEL_LUCKY                1.000
+score JM_NICE_GIRL                   3.599
+score JM_SOUGHT_1                    4.487
+score JM_SOUGHT_2                    1.369
+score JM_SOUGHT_3                    4.185
+score JM_STORM_ECARD                 1.000
+score KAM_LOTTO1                     1.000
+score KAM_LOTTO2                     1.000
+score KB_DATE_CONTAINS_TAB           3.574
+score KB_FAKED_THE_BAT               1.999
+score LOTTERY_PH_004470              2.421
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.386
+score TVD_GOOG_LUCKY                 2.832
+score YAHOO_RDS_REDIR                1.073
 # 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=613733&r1=613732&r2=613733&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Sun Jan 20 18:36:31 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 spam-net-bb-jm.log spam-net-bb-zmi.log spam-net-dos.log spam-net-jm.log spam-net-theo.log
+# 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              4.086
-score AXB_RCVD_ZOONAT                3.308
-score AXB_XMID_DIGDOTSHRT            2.272
+score AXB_RCVD_ZOOBSEND              3.942
+score AXB_RCVD_ZOONAT                2.435
+score AXB_XMID_DIGDOTSHRT            2.040
 score DOS_FORGED_RCVD_QUADS          1.000
-score DOS_OE_TO_MX                   1.847
-score DOS_OE_TO_MX_IMAGE             1.000
-score DOS_OUTLOOK_TO_MX              3.999
-score DOS_OUTLOOK_TO_MX_IMAGE        1.000
-score FB_ACHIEVE_BACH                1.219
-score FB_B0NUS                       1.761
-score FB_CASINO                      1.000
-score FB_MED1CAT                     0.671
-score FB_REPLICA_ROLEX               1.164
-score FB_SMALL_PEN                   1.555
+score DOS_OE_TO_MX                   1.909
+score DOS_OE_TO_MX_IMAGE             0.014
+score DOS_OUTLOOK_TO_MX              3.732
+score DOS_OUTLOOK_TO_MX_IMAGE        1.055
+score FB_ACHIEVE_BACH                0.914
+score FB_B0NUS                       1.000
+score FB_CASINO                      2.864
+score FB_MED1CAT                     0.457
+score FB_REPLICA_ROLEX               0.252
+score FB_SMALL_PEN                   1.231
 score FB_YOUR_WOMAN                  1.000
 score FH_HOST_IN_ADDRARPA            1.000
-score FM_MORTGAGE3PLUS               1.225
-score FS_ABIGGER                     1.000
-score FS_GET_LAID                    2.645
-score FS_LOWER_YOUR                  1.155
-score FS_MORE_CONFIDENT              1.155
+score FM_MORTGAGE3PLUS               1.000
+score FS_ABIGGER                     1.541
+score FS_GET_LAID                    1.000
+score FS_LOWER_YOUR                  1.000
+score FS_MORE_CONFIDENT              1.572
 score IMG_ALT_HSPACE_CID_ALIGN       1.000
-score IMG_CID_PART1                  1.530
-score JM_0800_GMT                    1.557
-score JM_FAKE_PSMTP_RCVD             1.666
-score JM_GMT_RCVD                    1.647
-score JM_I_FEEL_LUCKY                0.528
-score JM_NICE_GIRL                   3.506
-score JM_SOUGHT_1                    0.948
-score JM_SOUGHT_2                    4.257
-score JM_SOUGHT_3                    4.357
-score KAM_LOTTO1                     1.486
-score KAM_LOTTO2                     1.000
-score KB_DATE_CONTAINS_TAB           3.698
-score KB_FAKED_THE_BAT               0.748
-score LOTTERY_PH_004470              2.456
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.254
-score TVD_GOOG_LUCKY                 3.999
+score IMG_CID_PART1                  1.000
+score JM_0800_GMT                    0.909
+score JM_FAKE_PSMTP_RCVD             1.380
+score JM_GMT_RCVD                    3.969
+score JM_I_FEEL_LUCKY                0.115
+score JM_NICE_GIRL                   3.599
+score JM_SOUGHT_1                    2.379
+score JM_SOUGHT_2                    2.851
+score JM_SOUGHT_3                    4.303
+score KAM_LOTTO1                     1.205
+score KAM_LOTTO2                     1.251
+score KB_DATE_CONTAINS_TAB           1.841
+score KB_FAKED_THE_BAT               1.930
+score LOTTERY_PH_004470              2.533
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 1.711
+score TVD_FW_GRAPHIC_ID1             0.001
+score TVD_GOOG_LUCKY                 3.878
 score URIBL_RHS_AHBL                 0.001
-score YAHOO_RDS_REDIR                1.000
+score YAHOO_RDS_REDIR                1.025

Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=613733&r1=613732&r2=613733&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Sun Jan 20 18:36:31 2008
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 126257  9.323%  (97.192% of non-spam corpus)
-# Correctly spam:     1065149  78.654%  (87.000% of spam corpus)
-# False positives:      3648  0.269%  (2.808% of nonspam, 431546 weighted)
-# False negatives:    159161  11.753%  (13.000% of spam, 369566 weighted)
+# Correctly non-spam: 126653  9.251%  (97.161% of non-spam corpus)
+# Correctly spam:     1080104  78.894%  (87.196% of spam corpus)
+# False positives:      3701  0.270%  (2.839% of nonspam, 441642 weighted)
+# False negatives:    158598  11.584%  (12.804% of spam, 366926 weighted)
 # Average score for spam:  13.1    nonspam: 0.8
 # Average for false-pos:   6.3  false-neg: 2.3
-# TOTAL:              1354215  100.00%
+# TOTAL:              1369056  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  15863  97.30%
-# Correctly spam:     132950  86.91%
-# False positives:       440  2.70%
-# False negatives:     20022  13.09%
-# TCR(l=50): 3.640284  SpamRecall: 86.911%  SpamPrec: 99.670%
+# Correctly non-spam:  15905  97.25%
+# Correctly spam:     134910  87.17%
+# False positives:       450  2.75%
+# False negatives:     19858  12.83%
+# TCR(l=50): 3.653808  SpamRecall: 87.169%  SpamPrec: 99.668%
 
 ##### 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: 126545  97.41%
-# Correctly spam:     664516  54.28%
-# False positives:      3360  2.59%
-# False negatives:    559794  45.72%
-# TCR(l=50): 1.682221  SpamRecall: 54.277%  SpamPrec: 99.497%
+# Correctly non-spam: 126915  97.36%
+# Correctly spam:     673319  54.36%
+# False positives:      3439  2.64%
+# False negatives:    565383  45.64%
+# TCR(l=50): 1.679976  SpamRecall: 54.357%  SpamPrec: 99.492%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  15877  97.39%
-# Correctly spam:      82939  54.22%
-# False positives:       426  2.61%
-# False negatives:     70033  45.78%
-# TCR(l=50): 1.674882  SpamRecall: 54.218%  SpamPrec: 99.489%
+# Correctly non-spam:  15926  97.38%
+# Correctly spam:      84162  54.38%
+# False positives:       429  2.62%
+# False negatives:     70606  45.62%
+# TCR(l=50): 1.681238  SpamRecall: 54.379%  SpamPrec: 99.493%

Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=613733&r1=613732&r2=613733&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Sun Jan 20 18:36:31 2008
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  93640  9.110%  (99.261% of non-spam corpus)
-# Correctly spam:     926489  90.135%  (99.243% of spam corpus)
-# False positives:       697  0.068%  (0.739% of nonspam, 215127 weighted)
-# False negatives:      7069  0.688%  (0.757% of spam,  21354 weighted)
-# Average score for spam:  29.3    nonspam: -0.1
-# Average for false-pos:   6.2  false-neg: 3.0
-# TOTAL:              1027895  100.00%
+# Correctly non-spam:  98526  9.537%  (99.242% of non-spam corpus)
+# Correctly spam:     926649  89.699%  (99.236% of spam corpus)
+# False positives:       753  0.073%  (0.758% of nonspam, 223153 weighted)
+# False negatives:      7133  0.690%  (0.764% of spam,  21360 weighted)
+# Average score for spam:  29.4    nonspam: -0.1
+# Average for false-pos:   6.3  false-neg: 3.0
+# TOTAL:              1033061  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  11830  99.25%
-# Correctly spam:     115647  99.26%
-# False positives:        89  0.75%
-# False negatives:       868  0.74%
-# TCR(l=50): 21.909552  SpamRecall: 99.255%  SpamPrec: 99.923%
+# Correctly non-spam:  12442  99.24%
+# Correctly spam:     115658  99.24%
+# False positives:        95  0.76%
+# False negatives:       887  0.76%
+# TCR(l=50): 20.675004  SpamRecall: 99.239%  SpamPrec: 99.918%
 
 ##### 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:  93544  99.16%
-# Correctly spam:     918424  98.38%
-# False positives:       793  0.84%
-# False negatives:     15134  1.62%
-# TCR(l=50): 17.040705  SpamRecall: 98.379%  SpamPrec: 99.914%
+# Correctly non-spam:  98438  99.15%
+# Correctly spam:     918641  98.38%
+# False positives:       841  0.85%
+# False negatives:     15141  1.62%
+# TCR(l=50): 16.327429  SpamRecall: 98.379%  SpamPrec: 99.909%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  11819  99.16%
-# Correctly spam:     114669  98.42%
-# False positives:       100  0.84%
-# False negatives:      1846  1.58%
-# TCR(l=50): 17.019427  SpamRecall: 98.416%  SpamPrec: 99.913%
+# Correctly non-spam:  12431  99.15%
+# Correctly spam:     114668  98.39%
+# False positives:       106  0.85%
+# False negatives:      1877  1.61%
+# TCR(l=50): 16.238679  SpamRecall: 98.389%  SpamPrec: 99.908%