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Posted to commits@spamassassin.apache.org by do...@apache.org on 2007/07/31 02:28:08 UTC
svn commit: r561198 - in
/spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen: scores
scores-set0 scores-set1 stats-set0 stats-set1
Author: dos
Date: Mon Jul 30 17:28:07 2007
New Revision: 561198
URL: http://svn.apache.org/viewvc?view=rev&rev=561198
Log:
updated scores for revision 560890 active rules added since last mass-check
Modified:
spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores
spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set0
spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set1
spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set0
spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set1
Modified: spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores?view=diff&rev=561198&r1=561197&r2=561198
==============================================================================
--- spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores (original)
+++ spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores Mon Jul 30 17:28:07 2007
@@ -1,51 +1,51 @@
-score AB_TEST_PDF1 1.000 1.301 0.000 0.000
-score AB_TEST_PDF2 1.427 0.000 0.000 0.000
-score AB_TEST_PDF4 1.427 2.070 0.000 0.000
-score AXB_RCVD_ZOOBSEND 2.160 2.625 0.000 0.000
-score AXB_RCVD_ZOONAT 2.379 2.032 0.000 0.000
-score AXB_XTIDX_CHAIN 1.388 0.971 0.000 0.000
-score BC_ENCODED_PDF 1.000 1.000 0.000 0.000
-score DOS_STOCK_CDYV_GENERIC 1.000 0.000 0.000 0.000
-score FB_B0NUS 1.799 1.000 0.000 0.000
+score AB_TEST_PDF1 1.115 1.900 0.000 0.000
+score AB_TEST_PDF2 2.155 0.000 0.000 0.000
+score AB_TEST_PDF4 2.162 2.080 0.000 0.000
+score AXB_RCVD_ZOOBSEND 2.600 2.861 0.000 0.000
+score AXB_RCVD_ZOONAT 2.126 1.494 0.000 0.000
+score AXB_XTIDX_CHAIN 1.000 1.000 0.000 0.000
+score BC_ENCODED_PDF 1.000 1.446 0.000 0.000
+score DOS_STOCK_CDYV_GENERIC 0.753 0.000 0.000 0.000
+score FB_B0NUS 1.000 0.164 0.000 0.000
score FB_BROKEN_PHNUM 1.000 0.000 0.000 0.000
-score FB_MED1CAT 1.000 1.000 0.000 0.000
-score FB_MEDS_PERCENT 1.437 0.000 0.000 0.000
-score FB_MORE_SEMEN 0.955 0.453 0.000 0.000
-score FB_REPLICA_ROLEX 1.085 0.465 0.000 0.000
-score FB_SAVE_PERSC 2.508 1.000 0.000 0.000
-score FB_SMALL_PEN 1.613 1.137 0.000 0.000
-score FB_WITHOUT_PRESC 2.672 0.001 0.000 0.000
-score FM_MORTGAGE3PLUS 3.606 1.431 0.000 0.000
-score FRT_ABSOLUT 1.000 0.000 0.000 0.000
-score FRT_ERECTION 0.754 1.000 0.000 0.000
-score FRT_OPPORTUN1 2.515 0.000 0.000 0.000
-score FR_PORN_NOT_URL 2.144 1.122 0.000 0.000
-score FS_ABIGGER 1.000 0.809 0.000 0.000
-score FS_LOWER_YOUR 1.894 1.630 0.000 0.000
-score FS_LOW_INTMOR 1.000 0.944 0.000 0.000
-score FS_WEIGHT_LOSS 2.200 1.509 0.000 0.000
-score FS_YOUR_PRESCRIP 2.760 1.883 0.000 0.000
-score JM_SEEK_DV6VDK 0.696 1.000 0.000 0.000
-score JM_SEEK_G6YTZC 1.732 1.000 0.000 0.000
-score JM_SEEK_ICZPZW 1.879 1.000 0.000 0.000
-score JM_SEEK_UNAC6F 0.977 1.000 0.000 0.000
-score JM_SEEK_VJ2QR6 2.935 1.217 0.000 0.000
-score JM_SEEK_WBHDZB 2.121 0.182 0.000 0.000
-score JM_SEEK_XGH9HJ 3.115 3.665 0.000 0.000
-score JM_SEEK_YWJXM4 1.273 1.000 0.000 0.000
-score KAM_LOTTO1 2.682 2.799 0.000 0.000
-score KAM_LOTTO2 1.295 2.382 0.000 0.000
-score KAM_LOTTO3 1.041 0.986 0.000 0.000
-score STOX_META_4 1.000 2.740 0.000 0.000
-score STOX_META_5 1.192 1.142 0.000 0.000
-score STOX_RCVD_N_NN_N 3.514 3.699 0.000 0.000
-score TT_OBSCURED_XANAX 1.150 1.017 0.000 0.000
-score TVD_APP_LOAN 0.993 0.881 0.000 0.000
-score TVD_ENHANCE 1.726 1.000 0.000 0.000
-score TVD_PDF_FINGER01 1.849 2.762 0.000 0.000
-score TVD_PH_SUBJ_ACCOUNTS_PRE 1.000 0.892 0.000 0.000
-score TVD_PH_SUBJ_META 0.744 1.507 0.000 0.000
-score TVD_PH_SUBJ_META_ALL 0.242 1.321 0.000 0.000
-score TVD_PH_SUBJ_SEC_MEASURES 1.000 1.000 0.000 0.000
+score FB_MED1CAT 2.130 0.902 0.000 0.000
+score FB_MEDS_PERCENT 1.387 0.000 0.000 0.000
+score FB_MORE_SEMEN 0.716 1.000 0.000 0.000
+score FB_REPLICA_ROLEX 1.413 1.000 0.000 0.000
+score FB_SAVE_PERSC 2.680 1.000 0.000 0.000
+score FB_SMALL_PEN 1.324 1.191 0.000 0.000
+score FB_WITHOUT_PRESC 2.517 0.095 0.000 0.000
+score FM_MORTGAGE3PLUS 3.692 1.392 0.000 0.000
+score FRT_ABSOLUT 1.713 0.000 0.000 0.000
+score FRT_ERECTION 1.000 1.000 0.000 0.000
+score FRT_OPPORTUN1 2.165 0.000 0.000 0.000
+score FR_PORN_NOT_URL 0.777 2.457 0.000 0.000
+score FS_ABIGGER 1.000 0.934 0.000 0.000
+score FS_LOWER_YOUR 1.000 2.082 0.000 0.000
+score FS_LOW_INTMOR 0.792 1.000 0.000 0.000
+score FS_WEIGHT_LOSS 1.596 2.319 0.000 0.000
+score FS_YOUR_PRESCRIP 2.907 1.784 0.000 0.000
+score JM_SEEK_DV6VDK 1.605 1.000 0.000 0.000
+score JM_SEEK_G6YTZC 1.000 1.000 0.000 0.000
+score JM_SEEK_ICZPZW 1.855 0.865 0.000 0.000
+score JM_SEEK_UNAC6F 2.204 1.068 0.000 0.000
+score JM_SEEK_VJ2QR6 2.163 2.091 0.000 0.000
+score JM_SEEK_WBHDZB 1.000 1.357 0.000 0.000
+score JM_SEEK_XGH9HJ 2.926 3.324 0.000 0.000
+score JM_SEEK_YWJXM4 1.000 2.316 0.000 0.000
+score KAM_LOTTO1 2.582 2.799 0.000 0.000
+score KAM_LOTTO2 1.791 1.412 0.000 0.000
+score KAM_LOTTO3 1.000 1.838 0.000 0.000
+score STOX_META_4 1.000 2.029 0.000 0.000
+score STOX_META_5 1.418 1.722 0.000 0.000
+score STOX_RCVD_N_NN_N 3.405 3.476 0.000 0.000
+score TT_OBSCURED_XANAX 1.000 0.519 0.000 0.000
+score TVD_APP_LOAN 1.000 0.880 0.000 0.000
+score TVD_ENHANCE 1.000 1.469 0.000 0.000
+score TVD_PDF_FINGER01 2.050 3.023 0.000 0.000
+score TVD_PH_SUBJ_ACCOUNTS_PRE 1.000 1.235 0.000 0.000
+score TVD_PH_SUBJ_META 1.000 1.000 0.000 0.000
+score TVD_PH_SUBJ_META_ALL 1.587 1.250 0.000 0.000
+score TVD_PH_SUBJ_SEC_MEASURES 1.000 0.771 0.000 0.000
score URIBL_L1SPEWS 0.000 0.000 0.000 0.000
score URIBL_L2SPEWS 0.000 0.000 0.000 0.000
Modified: spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set0?view=diff&rev=561198&r1=561197&r2=561198
==============================================================================
--- spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set0 (original)
+++ spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set0 Mon Jul 30 17:28:07 2007
@@ -1,54 +1,54 @@
-# Using score set 0 logs for revision 560691 from:
-# ham-bb-fredt.log ham-bb-jm.log ham-bb-zmi.log ham-daf.log ham-dos.log ham-jm.log ham-theo.log spam-bb-fredt.log spam-bb-jm.log spam-bb-zmi.log spam-daf.log spam-dos.log spam-jm.log spam-theo.log
+# Using score set 0 logs for revision 560890 from:
+# ham-bb-fredt.log ham-bb-jm.log ham-bb-zmi.log ham-daf.log ham-dos.log ham-theo.log spam-bb-fredt.log spam-bb-jm.log spam-bb-zmi.log spam-daf.log spam-dos.log spam-theo.log
-score AB_TEST_PDF1 1.000
-score AB_TEST_PDF2 1.427
-score AB_TEST_PDF4 1.427
-score AXB_RCVD_ZOOBSEND 2.160
-score AXB_RCVD_ZOONAT 2.379
-score AXB_XTIDX_CHAIN 1.388
+score AB_TEST_PDF1 1.115
+score AB_TEST_PDF2 2.155
+score AB_TEST_PDF4 2.162
+score AXB_RCVD_ZOOBSEND 2.600
+score AXB_RCVD_ZOONAT 2.126
+score AXB_XTIDX_CHAIN 1.000
score BC_ENCODED_PDF 1.000
-score DOS_STOCK_CDYV_GENERIC 1.000
-score FB_B0NUS 1.799
+score DOS_STOCK_CDYV_GENERIC 0.753
+score FB_B0NUS 1.000
score FB_BROKEN_PHNUM 1.000
-score FB_MED1CAT 1.000
-score FB_MEDS_PERCENT 1.437
-score FB_MORE_SEMEN 0.955
-score FB_REPLICA_ROLEX 1.085
-score FB_SAVE_PERSC 2.508
-score FB_SMALL_PEN 1.613
-score FB_WITHOUT_PRESC 2.672
-score FM_MORTGAGE3PLUS 3.606
-score FRT_ABSOLUT 1.000
-score FRT_ERECTION 0.754
-score FRT_OPPORTUN1 2.515
-score FR_PORN_NOT_URL 2.144
+score FB_MED1CAT 2.130
+score FB_MEDS_PERCENT 1.387
+score FB_MORE_SEMEN 0.716
+score FB_REPLICA_ROLEX 1.413
+score FB_SAVE_PERSC 2.680
+score FB_SMALL_PEN 1.324
+score FB_WITHOUT_PRESC 2.517
+score FM_MORTGAGE3PLUS 3.692
+score FRT_ABSOLUT 1.713
+score FRT_ERECTION 1.000
+score FRT_OPPORTUN1 2.165
+score FR_PORN_NOT_URL 0.777
score FS_ABIGGER 1.000
-score FS_LOWER_YOUR 1.894
-score FS_LOW_INTMOR 1.000
-score FS_WEIGHT_LOSS 2.200
-score FS_YOUR_PRESCRIP 2.760
-score JM_SEEK_DV6VDK 0.696
-score JM_SEEK_G6YTZC 1.732
-score JM_SEEK_ICZPZW 1.879
-score JM_SEEK_UNAC6F 0.977
-score JM_SEEK_VJ2QR6 2.935
-score JM_SEEK_WBHDZB 2.121
-score JM_SEEK_XGH9HJ 3.115
-score JM_SEEK_YWJXM4 1.273
-score KAM_LOTTO1 2.682
-score KAM_LOTTO2 1.295
-score KAM_LOTTO3 1.041
+score FS_LOWER_YOUR 1.000
+score FS_LOW_INTMOR 0.792
+score FS_WEIGHT_LOSS 1.596
+score FS_YOUR_PRESCRIP 2.907
+score JM_SEEK_DV6VDK 1.605
+score JM_SEEK_G6YTZC 1.000
+score JM_SEEK_ICZPZW 1.855
+score JM_SEEK_UNAC6F 2.204
+score JM_SEEK_VJ2QR6 2.163
+score JM_SEEK_WBHDZB 1.000
+score JM_SEEK_XGH9HJ 2.926
+score JM_SEEK_YWJXM4 1.000
+score KAM_LOTTO1 2.582
+score KAM_LOTTO2 1.791
+score KAM_LOTTO3 1.000
score STOX_META_4 1.000
-score STOX_META_5 1.192
-score STOX_RCVD_N_NN_N 3.514
-score TT_OBSCURED_XANAX 1.150
-score TVD_APP_LOAN 0.993
-score TVD_ENHANCE 1.726
-score TVD_PDF_FINGER01 1.849
+score STOX_META_5 1.418
+score STOX_RCVD_N_NN_N 3.405
+score TT_OBSCURED_XANAX 1.000
+score TVD_APP_LOAN 1.000
+score TVD_ENHANCE 1.000
+score TVD_PDF_FINGER01 2.050
score TVD_PH_SUBJ_ACCOUNTS_PRE 1.000
-score TVD_PH_SUBJ_META 0.744
-score TVD_PH_SUBJ_META_ALL 0.242
+score TVD_PH_SUBJ_META 1.000
+score TVD_PH_SUBJ_META_ALL 1.587
score TVD_PH_SUBJ_SEC_MEASURES 1.000
# in active.list but have no hits in recent corpus
score URIBL_L1SPEWS 0.000
Modified: spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set1?view=diff&rev=561198&r1=561197&r2=561198
==============================================================================
--- spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set1 (original)
+++ spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/scores-set1 Mon Jul 30 17:28:07 2007
@@ -1,49 +1,49 @@
# Using score set 1 logs for revision 560521 from:
# ham-net-bb-jm.log ham-net-daf.log ham-net-theo.log spam-net-bb-jm.log spam-net-daf.log spam-net-theo.log
-score AB_TEST_PDF1 1.301
-score AB_TEST_PDF4 2.070
-score AXB_RCVD_ZOOBSEND 2.625
-score AXB_RCVD_ZOONAT 2.032
-score AXB_XTIDX_CHAIN 0.971
-score BC_ENCODED_PDF 1.000
-score FB_B0NUS 1.000
-score FB_MED1CAT 1.000
-score FB_MORE_SEMEN 0.453
-score FB_REPLICA_ROLEX 0.465
+score AB_TEST_PDF1 1.900
+score AB_TEST_PDF4 2.080
+score AXB_RCVD_ZOOBSEND 2.861
+score AXB_RCVD_ZOONAT 1.494
+score AXB_XTIDX_CHAIN 1.000
+score BC_ENCODED_PDF 1.446
+score FB_B0NUS 0.164
+score FB_MED1CAT 0.902
+score FB_MORE_SEMEN 1.000
+score FB_REPLICA_ROLEX 1.000
score FB_SAVE_PERSC 1.000
-score FB_SMALL_PEN 1.137
-score FB_WITHOUT_PRESC 0.001
-score FM_MORTGAGE3PLUS 1.431
+score FB_SMALL_PEN 1.191
+score FB_WITHOUT_PRESC 0.095
+score FM_MORTGAGE3PLUS 1.392
score FRT_ERECTION 1.000
-score FR_PORN_NOT_URL 1.122
-score FS_ABIGGER 0.809
-score FS_LOWER_YOUR 1.630
-score FS_LOW_INTMOR 0.944
-score FS_WEIGHT_LOSS 1.509
-score FS_YOUR_PRESCRIP 1.883
+score FR_PORN_NOT_URL 2.457
+score FS_ABIGGER 0.934
+score FS_LOWER_YOUR 2.082
+score FS_LOW_INTMOR 1.000
+score FS_WEIGHT_LOSS 2.319
+score FS_YOUR_PRESCRIP 1.784
score JM_SEEK_DV6VDK 1.000
score JM_SEEK_G6YTZC 1.000
-score JM_SEEK_ICZPZW 1.000
-score JM_SEEK_UNAC6F 1.000
-score JM_SEEK_VJ2QR6 1.217
-score JM_SEEK_WBHDZB 0.182
-score JM_SEEK_XGH9HJ 3.665
-score JM_SEEK_YWJXM4 1.000
+score JM_SEEK_ICZPZW 0.865
+score JM_SEEK_UNAC6F 1.068
+score JM_SEEK_VJ2QR6 2.091
+score JM_SEEK_WBHDZB 1.357
+score JM_SEEK_XGH9HJ 3.324
+score JM_SEEK_YWJXM4 2.316
score KAM_LOTTO1 2.799
-score KAM_LOTTO2 2.382
-score KAM_LOTTO3 0.986
-score STOX_META_4 2.740
-score STOX_META_5 1.142
-score STOX_RCVD_N_NN_N 3.699
-score TT_OBSCURED_XANAX 1.017
-score TVD_APP_LOAN 0.881
-score TVD_ENHANCE 1.000
-score TVD_PDF_FINGER01 2.762
-score TVD_PH_SUBJ_ACCOUNTS_PRE 0.892
-score TVD_PH_SUBJ_META 1.507
-score TVD_PH_SUBJ_META_ALL 1.321
-score TVD_PH_SUBJ_SEC_MEASURES 1.000
+score KAM_LOTTO2 1.412
+score KAM_LOTTO3 1.838
+score STOX_META_4 2.029
+score STOX_META_5 1.722
+score STOX_RCVD_N_NN_N 3.476
+score TT_OBSCURED_XANAX 0.519
+score TVD_APP_LOAN 0.880
+score TVD_ENHANCE 1.469
+score TVD_PDF_FINGER01 3.023
+score TVD_PH_SUBJ_ACCOUNTS_PRE 1.235
+score TVD_PH_SUBJ_META 1.000
+score TVD_PH_SUBJ_META_ALL 1.250
+score TVD_PH_SUBJ_SEC_MEASURES 0.771
# in active.list but have no hits in recent corpus
score DOS_STOCK_CDYV_GENERIC 0.000
score URIBL_L1SPEWS 0.000
Modified: spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set0?view=diff&rev=561198&r1=561197&r2=561198
==============================================================================
--- spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set0 (original)
+++ spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set0 Mon Jul 30 17:28:07 2007
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90707 17.782% (96.471% of non-spam corpus)
-# Correctly spam: 344327 67.502% (82.756% of spam corpus)
-# False positives: 3318 0.650% (3.529% of nonspam, 182965 weighted)
-# False negatives: 71746 14.065% (17.244% of spam, 174925 weighted)
-# Average score for spam: 12.3 nonspam: 1.0
+# Correctly non-spam: 78306 15.984% (95.986% of non-spam corpus)
+# Correctly spam: 339536 69.307% (83.155% of spam corpus)
+# False positives: 3275 0.669% (4.014% of nonspam, 204756 weighted)
+# False negatives: 68781 14.040% (16.845% of spam, 168016 weighted)
+# Average score for spam: 12.4 nonspam: 1.2
# Average for false-pos: 6.2 false-neg: 2.4
-# TOTAL: 510098 100.00%
+# TOTAL: 489898 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11441 96.31%
-# Correctly spam: 42898 82.78%
-# False positives: 438 3.69%
-# False negatives: 8926 17.22%
-# TCR(l=50): 1.681178 SpamRecall: 82.776% SpamPrec: 98.989%
+# Correctly non-spam: 9884 95.91%
+# Correctly spam: 42282 83.05%
+# False positives: 421 4.09%
+# False negatives: 8628 16.95%
+# TCR(l=50): 1.715412 SpamRecall: 83.052% SpamPrec: 99.014%
##### 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: 90990 96.77%
-# Correctly spam: 200484 48.18%
-# False positives: 3035 3.23%
-# False negatives: 215589 51.82%
-# TCR(l=50): 1.132668 SpamRecall: 48.185% SpamPrec: 98.509%
+# Correctly non-spam: 78575 96.32%
+# Correctly spam: 197410 48.35%
+# False positives: 3006 3.68%
+# False negatives: 210907 51.65%
+# TCR(l=50): 1.130424 SpamRecall: 48.347% SpamPrec: 98.500%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11482 96.66%
-# Correctly spam: 24952 48.15%
-# False positives: 397 3.34%
-# False negatives: 26872 51.85%
-# TCR(l=50): 1.109199 SpamRecall: 48.148% SpamPrec: 98.434%
+# Correctly non-spam: 9913 96.20%
+# Correctly spam: 24545 48.21%
+# False positives: 392 3.80%
+# False negatives: 26365 51.79%
+# TCR(l=50): 1.107582 SpamRecall: 48.213% SpamPrec: 98.428%
Modified: spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set1?view=diff&rev=561198&r1=561197&r2=561198
==============================================================================
--- spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set1 (original)
+++ spamassassin/rules/trunk/sandbox/dos/new-rule-score-gen/stats-set1 Mon Jul 30 17:28:07 2007
@@ -3,9 +3,9 @@
# SUMMARY for threshold 5.0:
# Correctly non-spam: 39141 20.641% (99.079% of non-spam corpus)
# Correctly spam: 146922 77.480% (97.869% of spam corpus)
-# False positives: 364 0.192% (0.921% of nonspam, 42429 weighted)
+# False positives: 364 0.192% (0.921% of nonspam, 42430 weighted)
# False negatives: 3199 1.687% (2.131% of spam, 10192 weighted)
-# Average score for spam: 23.4 nonspam: -0.2
+# Average score for spam: 23.5 nonspam: -0.2
# Average for false-pos: 6.1 false-neg: 3.2
# TOTAL: 189626 100.00%
@@ -14,10 +14,10 @@
# SUMMARY for threshold 5.0:
# Correctly non-spam: 4946 99.40%
-# Correctly spam: 18421 97.72%
+# Correctly spam: 18419 97.71%
# False positives: 30 0.60%
-# False negatives: 429 2.28%
-# TCR(l=50): 9.771903 SpamRecall: 97.724% SpamPrec: 99.837%
+# False negatives: 431 2.29%
+# TCR(l=50): 9.761781 SpamRecall: 97.714% SpamPrec: 99.837%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...