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Posted to commits@spamassassin.apache.org by do...@apache.org on 2009/03/11 01:20:14 UTC
svn commit: r752316 - in /spamassassin/rules/trunk/scores: 72_scores.cf
scores-set0 scores-set1 stats-set0 stats-set1
Author: dos
Date: Wed Mar 11 00:20:14 2009
New Revision: 752316
URL: http://svn.apache.org/viewvc?rev=752316&view=rev
Log:
updated scores for revision 752025 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=752316&r1=752315&r2=752316&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Wed Mar 11 00:20:14 2009
@@ -1,41 +1,42 @@
-score AXB_XMID_DIGDOTSHRT 0.785 0.025 0.000 0.000
-score DKIM_VALID 0.000 -0.697 0.000 0.000
+score AXB_XMID_DIGDOTSHRT 1.256 0.091 0.000 0.000
+score DKIM_VALID 0.000 -0.856 0.000 0.000
score DKIM_VALID_AU 0.000 -1.000 0.000 0.000
-score DOS_GOOGLE_DOCS 1.107 1.000 0.000 0.000
-score DOS_HIGHBIT_HDRS_BODY 3.386 3.999 0.000 0.000
-score FB_REPLICA_ROLEX 0.923 1.000 0.000 0.000
-score FH_FAKE_RCVD_LINE_B 2.034 1.085 0.000 0.000
-score FM_LOTTO_YOU_WON 0.829 1.000 0.000 0.000
-score HS_VPXL 2.778 1.219 0.000 0.000
-score JM_FAKE_PSMTP_RCVD 3.174 1.000 0.000 0.000
-score JM_SOUGHT_FRAUD_1 3.758 3.429 0.000 0.000
-score JM_SOUGHT_FRAUD_2 3.637 2.843 0.000 0.000
-score JM_SOUGHT_FRAUD_3 3.831 3.462 0.000 0.000
-score KAM_LOTTO1 2.408 2.480 0.000 0.000
-score KB_DATE_CONTAINS_TAB 1.000 1.514 0.000 0.000
-score KB_FAKED_THE_BAT 1.414 3.630 0.000 0.000
-score KB_RATWARE_MSGID 4.199 4.254 0.000 0.000
-score KB_RATWARE_OUTLOOK_08 1.767 1.958 0.000 0.000
-score KB_RATWARE_OUTLOOK_12 2.907 1.690 0.000 0.000
-score KB_RATWARE_OUTLOOK_16 1.000 0.954 0.000 0.000
-score KB_RATWARE_OUTLOOK_MID 1.000 1.000 0.000 0.000
-score PQRTW_4 3.805 3.260 0.000 0.000
-score RCVD_IN_BRBL 0.000 0.649 0.000 0.000
-score RCVD_IN_BRBL_LASTEXT 0.000 2.439 0.000 0.000
-score RCVD_IN_SSBL 0.000 2.024 0.000 0.000
-score REPLYTO_WITHOUT_TO_CC 2.357 3.305 0.000 0.000
-score RP_MATCHES_RCVD -1.105 -1.938 0.000 0.000
-score SANE_17534cea3ba620589af299f2dac174c4 1.000 1.189 0.000 0.000
-score SANE_1c4f3286fa4aed6424ced88bfaf8b09c 0.985 1.000 0.000 0.000
-score SANE_4ef8302546bf270a19baf98508afacc4 1.000 1.921 0.000 0.000
-score SANE_5154384729a0aa1b7a92cae237ceed80 1.000 1.000 0.000 0.000
-score SANE_7d8e92a09f27d49fafe09a1dbd5cac10 1.103 1.656 0.000 0.000
-score SANE_8cca0f3f45dd31497217734a18dc2ab2 1.923 1.000 0.000 0.000
-score SANE_8f9d40cc4e21b11c7171a7d6b3eea4c1 1.166 1.000 0.000 0.000
-score SANE_91eb43f705d25c804374a746d7519660 2.168 1.000 0.000 0.000
-score SANE_9badf470c25849aa9a77d89b21f84d5e 2.100 1.257 0.000 0.000
-score SANE_a1315779e96aedc845566b1f41f4e424 1.000 1.999 0.000 0.000
-score SANE_c627ae8d03f8c3d579345970e652142c 1.468 1.760 0.000 0.000
-score TVD_PH_BODY_META 2.678 1.209 0.000 0.000
-score TVD_PH_SUBJ_META 1.000 1.000 0.000 0.000
+score DOS_GOOGLE_DOCS 1.340 1.000 0.000 0.000
+score DOS_HIGHBIT_HDRS_BODY 3.999 3.879 0.000 0.000
+score FB_REPLICA_ROLEX 1.715 0.655 0.000 0.000
+score FH_FAKE_RCVD_LINE_B 2.137 1.000 0.000 0.000
+score FM_LOTTO_YOU_WON 0.804 1.895 0.000 0.000
+score FS_WEIGHT_LOSS 1.000 0.000 0.000 0.000
+score HS_VPXL 2.852 1.156 0.000 0.000
+score JM_FAKE_PSMTP_RCVD 2.179 1.000 0.000 0.000
+score JM_SOUGHT_FRAUD_1 4.005 3.606 0.000 0.000
+score JM_SOUGHT_FRAUD_2 3.896 2.954 0.000 0.000
+score JM_SOUGHT_FRAUD_3 3.297 3.449 0.000 0.000
+score KAM_LOTTO1 0.356 1.000 0.000 0.000
+score KB_DATE_CONTAINS_TAB 2.652 1.668 0.000 0.000
+score KB_FAKED_THE_BAT 2.290 3.308 0.000 0.000
+score KB_RATWARE_MSGID 4.199 3.138 0.000 0.000
+score KB_RATWARE_OUTLOOK_08 3.567 1.932 0.000 0.000
+score KB_RATWARE_OUTLOOK_12 1.185 2.434 0.000 0.000
+score KB_RATWARE_OUTLOOK_16 1.781 1.935 0.000 0.000
+score KB_RATWARE_OUTLOOK_MID 1.000 1.408 0.000 0.000
+score PQRTW_4 3.899 3.575 0.000 0.000
+score RCVD_IN_BRBL 0.000 0.914 0.000 0.000
+score RCVD_IN_BRBL_LASTEXT 0.000 2.279 0.000 0.000
+score RCVD_IN_SSBL 0.000 2.080 0.000 0.000
+score REPLYTO_WITHOUT_TO_CC 0.858 0.839 0.000 0.000
+score RP_MATCHES_RCVD -1.000 -1.986 0.000 0.000
+score SANE_17534cea3ba620589af299f2dac174c4 2.092 1.000 0.000 0.000
+score SANE_1c4f3286fa4aed6424ced88bfaf8b09c 1.000 0.608 0.000 0.000
+score SANE_4ef8302546bf270a19baf98508afacc4 1.764 1.442 0.000 0.000
+score SANE_5154384729a0aa1b7a92cae237ceed80 1.278 1.000 0.000 0.000
+score SANE_7d8e92a09f27d49fafe09a1dbd5cac10 2.808 0.960 0.000 0.000
+score SANE_8cca0f3f45dd31497217734a18dc2ab2 3.014 1.000 0.000 0.000
+score SANE_8f9d40cc4e21b11c7171a7d6b3eea4c1 1.364 0.641 0.000 0.000
+score SANE_91eb43f705d25c804374a746d7519660 2.195 1.122 0.000 0.000
+score SANE_9badf470c25849aa9a77d89b21f84d5e 1.673 1.000 0.000 0.000
+score SANE_a1315779e96aedc845566b1f41f4e424 1.000 2.220 0.000 0.000
+score SANE_c627ae8d03f8c3d579345970e652142c 1.252 2.792 0.000 0.000
+score TVD_PH_BODY_META 1.411 1.000 0.000 0.000
+score TVD_PH_SUBJ_META 1.297 1.000 0.000 0.000
score WHOIS_MONIKER_ROLE 0.000 0.000 0.000 0.000
Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=752316&r1=752315&r2=752316&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Wed Mar 11 00:20:14 2009
@@ -1,41 +1,42 @@
-# Using score set 0 logs for revision 751624 from:
-# ham-dos.log ham-jm.log spam-dos.log spam-jm.log
+# Using score set 0 logs for revision 752025 from:
+# ham-bb-jm.log ham-dos.log ham-jm.log spam-bb-jm.log spam-dos.log spam-jm.log
-score AXB_XMID_DIGDOTSHRT 0.785
-score DOS_GOOGLE_DOCS 1.107
-score DOS_HIGHBIT_HDRS_BODY 3.386
-score FB_REPLICA_ROLEX 0.923
-score FH_FAKE_RCVD_LINE_B 2.034
-score FM_LOTTO_YOU_WON 0.829
-score HS_VPXL 2.778
-score JM_FAKE_PSMTP_RCVD 3.174
-score JM_SOUGHT_FRAUD_1 3.758
-score JM_SOUGHT_FRAUD_2 3.637
-score JM_SOUGHT_FRAUD_3 3.831
-score KAM_LOTTO1 2.408
-score KB_DATE_CONTAINS_TAB 1.000
-score KB_FAKED_THE_BAT 1.414
+score AXB_XMID_DIGDOTSHRT 1.256
+score DOS_GOOGLE_DOCS 1.340
+score DOS_HIGHBIT_HDRS_BODY 3.999
+score FB_REPLICA_ROLEX 1.715
+score FH_FAKE_RCVD_LINE_B 2.137
+score FM_LOTTO_YOU_WON 0.804
+score FS_WEIGHT_LOSS 1.000
+score HS_VPXL 2.852
+score JM_FAKE_PSMTP_RCVD 2.179
+score JM_SOUGHT_FRAUD_1 4.005
+score JM_SOUGHT_FRAUD_2 3.896
+score JM_SOUGHT_FRAUD_3 3.297
+score KAM_LOTTO1 0.356
+score KB_DATE_CONTAINS_TAB 2.652
+score KB_FAKED_THE_BAT 2.290
score KB_RATWARE_MSGID 4.199
-score KB_RATWARE_OUTLOOK_08 1.767
-score KB_RATWARE_OUTLOOK_12 2.907
-score KB_RATWARE_OUTLOOK_16 1.000
+score KB_RATWARE_OUTLOOK_08 3.567
+score KB_RATWARE_OUTLOOK_12 1.185
+score KB_RATWARE_OUTLOOK_16 1.781
score KB_RATWARE_OUTLOOK_MID 1.000
-score PQRTW_4 3.805
-score REPLYTO_WITHOUT_TO_CC 2.357
-score RP_MATCHES_RCVD -1.105
-score SANE_17534cea3ba620589af299f2dac174c4 1.000
-score SANE_1c4f3286fa4aed6424ced88bfaf8b09c 0.985
-score SANE_4ef8302546bf270a19baf98508afacc4 1.000
-score SANE_5154384729a0aa1b7a92cae237ceed80 1.000
-score SANE_7d8e92a09f27d49fafe09a1dbd5cac10 1.103
-score SANE_8cca0f3f45dd31497217734a18dc2ab2 1.923
-score SANE_8f9d40cc4e21b11c7171a7d6b3eea4c1 1.166
-score SANE_91eb43f705d25c804374a746d7519660 2.168
-score SANE_9badf470c25849aa9a77d89b21f84d5e 2.100
+score PQRTW_4 3.899
+score REPLYTO_WITHOUT_TO_CC 0.858
+score RP_MATCHES_RCVD -1.000
+score SANE_17534cea3ba620589af299f2dac174c4 2.092
+score SANE_1c4f3286fa4aed6424ced88bfaf8b09c 1.000
+score SANE_4ef8302546bf270a19baf98508afacc4 1.764
+score SANE_5154384729a0aa1b7a92cae237ceed80 1.278
+score SANE_7d8e92a09f27d49fafe09a1dbd5cac10 2.808
+score SANE_8cca0f3f45dd31497217734a18dc2ab2 3.014
+score SANE_8f9d40cc4e21b11c7171a7d6b3eea4c1 1.364
+score SANE_91eb43f705d25c804374a746d7519660 2.195
+score SANE_9badf470c25849aa9a77d89b21f84d5e 1.673
score SANE_a1315779e96aedc845566b1f41f4e424 1.000
-score SANE_c627ae8d03f8c3d579345970e652142c 1.468
-score TVD_PH_BODY_META 2.678
-score TVD_PH_SUBJ_META 1.000
+score SANE_c627ae8d03f8c3d579345970e652142c 1.252
+score TVD_PH_BODY_META 1.411
+score TVD_PH_SUBJ_META 1.297
# in active.list but have no hits in recent corpus
score DKIM_VALID 0.000
score DKIM_VALID_AU 0.000
Modified: spamassassin/rules/trunk/scores/scores-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set1?rev=752316&r1=752315&r2=752316&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Wed Mar 11 00:20:14 2009
@@ -1,43 +1,43 @@
# Using score set 1 logs for revision 751225 from:
# ham-net-bb-jm.log ham-net-dos.log ham-net-jm.log ham-net-zmi.log spam-net-bb-jm.log spam-net-dos.log spam-net-jm.log spam-net-zmi.log
-score AXB_XMID_DIGDOTSHRT 0.025
-score DKIM_VALID -0.697
+score AXB_XMID_DIGDOTSHRT 0.091
+score DKIM_VALID -0.856
score DKIM_VALID_AU -1.000
score DOS_GOOGLE_DOCS 1.000
-score DOS_HIGHBIT_HDRS_BODY 3.999
-score FB_REPLICA_ROLEX 1.000
-score FH_FAKE_RCVD_LINE_B 1.085
-score FM_LOTTO_YOU_WON 1.000
-score HS_VPXL 1.219
+score DOS_HIGHBIT_HDRS_BODY 3.879
+score FB_REPLICA_ROLEX 0.655
+score FH_FAKE_RCVD_LINE_B 1.000
+score FM_LOTTO_YOU_WON 1.895
+score HS_VPXL 1.156
score JM_FAKE_PSMTP_RCVD 1.000
-score JM_SOUGHT_FRAUD_1 3.429
-score JM_SOUGHT_FRAUD_2 2.843
-score JM_SOUGHT_FRAUD_3 3.462
-score KAM_LOTTO1 2.480
-score KB_DATE_CONTAINS_TAB 1.514
-score KB_FAKED_THE_BAT 3.630
-score KB_RATWARE_MSGID 4.254
-score KB_RATWARE_OUTLOOK_08 1.958
-score KB_RATWARE_OUTLOOK_12 1.690
-score KB_RATWARE_OUTLOOK_16 0.954
-score KB_RATWARE_OUTLOOK_MID 1.000
-score PQRTW_4 3.260
-score RCVD_IN_BRBL 0.649
-score RCVD_IN_BRBL_LASTEXT 2.439
-score RCVD_IN_SSBL 2.024
-score REPLYTO_WITHOUT_TO_CC 3.305
-score RP_MATCHES_RCVD -1.938
-score SANE_17534cea3ba620589af299f2dac174c4 1.189
-score SANE_1c4f3286fa4aed6424ced88bfaf8b09c 1.000
-score SANE_4ef8302546bf270a19baf98508afacc4 1.921
+score JM_SOUGHT_FRAUD_1 3.606
+score JM_SOUGHT_FRAUD_2 2.954
+score JM_SOUGHT_FRAUD_3 3.449
+score KAM_LOTTO1 1.000
+score KB_DATE_CONTAINS_TAB 1.668
+score KB_FAKED_THE_BAT 3.308
+score KB_RATWARE_MSGID 3.138
+score KB_RATWARE_OUTLOOK_08 1.932
+score KB_RATWARE_OUTLOOK_12 2.434
+score KB_RATWARE_OUTLOOK_16 1.935
+score KB_RATWARE_OUTLOOK_MID 1.408
+score PQRTW_4 3.575
+score RCVD_IN_BRBL 0.914
+score RCVD_IN_BRBL_LASTEXT 2.279
+score RCVD_IN_SSBL 2.080
+score REPLYTO_WITHOUT_TO_CC 0.839
+score RP_MATCHES_RCVD -1.986
+score SANE_17534cea3ba620589af299f2dac174c4 1.000
+score SANE_1c4f3286fa4aed6424ced88bfaf8b09c 0.608
+score SANE_4ef8302546bf270a19baf98508afacc4 1.442
score SANE_5154384729a0aa1b7a92cae237ceed80 1.000
-score SANE_7d8e92a09f27d49fafe09a1dbd5cac10 1.656
+score SANE_7d8e92a09f27d49fafe09a1dbd5cac10 0.960
score SANE_8cca0f3f45dd31497217734a18dc2ab2 1.000
-score SANE_8f9d40cc4e21b11c7171a7d6b3eea4c1 1.000
-score SANE_91eb43f705d25c804374a746d7519660 1.000
-score SANE_9badf470c25849aa9a77d89b21f84d5e 1.257
-score SANE_a1315779e96aedc845566b1f41f4e424 1.999
-score SANE_c627ae8d03f8c3d579345970e652142c 1.760
-score TVD_PH_BODY_META 1.209
+score SANE_8f9d40cc4e21b11c7171a7d6b3eea4c1 0.641
+score SANE_91eb43f705d25c804374a746d7519660 1.122
+score SANE_9badf470c25849aa9a77d89b21f84d5e 1.000
+score SANE_a1315779e96aedc845566b1f41f4e424 2.220
+score SANE_c627ae8d03f8c3d579345970e652142c 2.792
+score TVD_PH_BODY_META 1.000
score TVD_PH_SUBJ_META 1.000
Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=752316&r1=752315&r2=752316&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Wed Mar 11 00:20:14 2009
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41883 5.318% (99.152% of non-spam corpus)
-# Correctly spam: 608700 77.282% (81.661% of spam corpus)
-# False positives: 358 0.045% (0.848% of nonspam, 76818 weighted)
-# False negatives: 136697 17.355% (18.339% of spam, 415537 weighted)
-# Average score for spam: 10.4 nonspam: -0.1
-# Average for false-pos: 6.1 false-neg: 3.0
-# TOTAL: 787638 100.00%
+# Correctly non-spam: 44184 5.024% (99.134% of non-spam corpus)
+# Correctly spam: 678766 77.177% (81.297% of spam corpus)
+# False positives: 386 0.044% (0.866% of nonspam, 86805 weighted)
+# False negatives: 156158 17.755% (18.703% of spam, 479695 weighted)
+# Average score for spam: 10.5 nonspam: -0.0
+# Average for false-pos: 6.0 false-neg: 3.1
+# TOTAL: 879494 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 5275 99.21%
-# Correctly spam: 76049 81.81%
-# False positives: 42 0.79%
-# False negatives: 16907 18.19%
-# TCR(l=50): 4.890619 SpamRecall: 81.812% SpamPrec: 99.945%
+# Correctly non-spam: 5567 99.29%
+# Correctly spam: 84583 81.27%
+# False positives: 40 0.71%
+# False negatives: 19499 18.73%
+# TCR(l=50): 4.841248 SpamRecall: 81.266% SpamPrec: 99.953%
##### 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: 41695 98.71%
-# Correctly spam: 608466 81.63%
-# False positives: 546 1.29%
-# False negatives: 136931 18.37%
-# TCR(l=50): 4.538711 SpamRecall: 81.630% SpamPrec: 99.910%
+# Correctly non-spam: 44055 98.84%
+# Correctly spam: 669069 80.14%
+# False positives: 515 1.16%
+# False negatives: 165855 19.86%
+# TCR(l=50): 4.357527 SpamRecall: 80.135% SpamPrec: 99.923%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 5253 98.80%
-# Correctly spam: 75868 81.62%
-# False positives: 64 1.20%
-# False negatives: 17088 18.38%
-# TCR(l=50): 4.581822 SpamRecall: 81.617% SpamPrec: 99.916%
+# Correctly non-spam: 5538 98.77%
+# Correctly spam: 83272 80.01%
+# False positives: 69 1.23%
+# False negatives: 20810 19.99%
+# TCR(l=50): 4.290272 SpamRecall: 80.006% SpamPrec: 99.917%
Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=752316&r1=752315&r2=752316&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Wed Mar 11 00:20:14 2009
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48490 5.517% (99.602% of non-spam corpus)
-# Correctly spam: 823369 93.675% (99.167% of spam corpus)
-# False positives: 194 0.022% (0.398% of nonspam, 104645 weighted)
-# False negatives: 6914 0.787% (0.833% of spam, 21314 weighted)
+# Correctly non-spam: 48489 5.517% (99.599% of non-spam corpus)
+# Correctly spam: 823168 93.661% (99.153% of spam corpus)
+# False positives: 195 0.022% (0.401% of nonspam, 105069 weighted)
+# False negatives: 7028 0.800% (0.847% of spam, 21866 weighted)
# Average score for spam: 25.9 nonspam: -4.0
# Average for false-pos: 6.3 false-neg: 3.1
-# TOTAL: 878967 100.00%
+# TOTAL: 878880 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 6095 99.59%
-# Correctly spam: 102675 99.20%
+# Correctly spam: 102644 99.18%
# False positives: 25 0.41%
-# False negatives: 830 0.80%
-# TCR(l=50): 49.762019 SpamRecall: 99.198% SpamPrec: 99.976%
+# False negatives: 852 0.82%
+# TCR(l=50): 49.236917 SpamRecall: 99.177% SpamPrec: 99.976%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@
# SUMMARY for threshold 5.0:
# Correctly non-spam: 48503 99.63%
-# Correctly spam: 804179 96.86%
+# Correctly spam: 804109 96.86%
# False positives: 181 0.37%
-# False negatives: 26104 3.14%
-# TCR(l=50): 23.618450 SpamRecall: 96.856% SpamPrec: 99.977%
+# False negatives: 26087 3.14%
+# TCR(l=50): 23.627401 SpamRecall: 96.858% SpamPrec: 99.977%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 6096 99.61%
-# Correctly spam: 100209 96.82%
+# Correctly spam: 100210 96.82%
# False positives: 24 0.39%
-# False negatives: 3296 3.18%
-# TCR(l=50): 23.021575 SpamRecall: 96.816% SpamPrec: 99.976%
+# False negatives: 3286 3.18%
+# TCR(l=50): 23.070887 SpamRecall: 96.825% SpamPrec: 99.976%