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Posted to commits@spamassassin.apache.org by do...@apache.org on 2008/01/28 02:45:25 UTC
svn commit: r615694 - in /spamassassin/rules/trunk/scores: 72_scores.cf
scores-set0 scores-set1 stats-set0 stats-set1
Author: dos
Date: Sun Jan 27 17:45:24 2008
New Revision: 615694
URL: http://svn.apache.org/viewvc?rev=615694&view=rev
Log:
updated scores for revision 615561 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=615694&r1=615693&r2=615694&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Sun Jan 27 17:45:24 2008
@@ -1,42 +1,44 @@
-score AXB_RCVD_ZOOBSEND 4.299 3.090 0.000 0.000
-score AXB_RCVD_ZOONAT 1.729 1.972 0.000 0.000
-score AXB_XMID_DIGDOTSHRT 1.749 1.901 0.000 0.000
-score DOS_FORGED_RCVD_QUADS 1.052 1.000 0.000 0.000
-score DOS_OE_TO_MX 4.399 2.163 0.000 0.000
-score DOS_OE_TO_MX_IMAGE 0.047 1.617 0.000 0.000
-score DOS_OUTLOOK_TO_MX 3.554 0.479 0.000 0.000
-score DOS_OUTLOOK_TO_MX_IMAGE 1.065 1.141 0.000 0.000
-score FB_ACHIEVE_BACH 1.873 0.996 0.000 0.000
-score FB_B0NUS 1.030 1.000 0.000 0.000
-score FB_CASINO 1.934 1.000 0.000 0.000
-score FB_INCREASE_VOL 1.000 2.149 0.000 0.000
-score FB_MED1CAT 1.000 1.000 0.000 0.000
-score FB_REPLICA_ROLEX 1.565 0.185 0.000 0.000
-score FB_SMALL_PEN 1.288 1.468 0.000 0.000
-score FB_YOUR_WOMAN 0.459 0.591 0.000 0.000
-score FH_HOST_IN_ADDRARPA 1.000 1.000 0.000 0.000
-score FM_MORTGAGE3PLUS 1.000 1.000 0.000 0.000
-score FS_ABIGGER 1.215 1.000 0.000 0.000
-score FS_GET_LAID 0.542 1.933 0.000 0.000
-score FS_LOWER_YOUR 1.000 1.000 0.000 0.000
-score FS_MORE_CONFIDENT 1.000 1.357 0.000 0.000
-score IMG_ALT_HSPACE_CID_ALIGN 1.000 0.040 0.000 0.000
-score IMG_CID_PART1 1.657 0.888 0.000 0.000
-score JM_0800_GMT 0.257 1.000 0.000 0.000
-score JM_FAKE_PSMTP_RCVD 1.627 0.921 0.000 0.000
-score JM_GMT_RCVD 4.199 3.085 0.000 0.000
-score JM_I_FEEL_LUCKY 1.269 1.000 0.000 0.000
-score JM_NICE_GIRL 1.326 2.957 0.000 0.000
-score JM_SOUGHT_1 4.179 3.591 0.000 0.000
-score JM_SOUGHT_2 4.276 1.263 0.000 0.000
-score JM_SOUGHT_3 4.221 4.365 0.000 0.000
-score KAM_LOTTO1 1.255 1.938 0.000 0.000
-score KAM_LOTTO2 0.491 1.407 0.000 0.000
-score KB_DATE_CONTAINS_TAB 3.261 2.380 0.000 0.000
-score KB_FAKED_THE_BAT 1.671 1.658 0.000 0.000
-score LOTTERY_PH_004470 1.000 2.371 0.000 0.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.989 2.050 0.000 0.000
-score TVD_GOOG_LUCKY 3.198 4.099 0.000 0.000
-score TVD_SUBJ_FINGER_07 1.000 1.000 0.000 0.000
+score AXB_RCVD_ZOOBSEND 4.286 3.996 0.000 0.000
+score AXB_RCVD_ZOONAT 3.601 2.994 0.000 0.000
+score AXB_XMID_DIGDOTSHRT 2.779 1.703 0.000 0.000
+score DOS_FORGED_RCVD_QUADS 1.993 0.936 0.000 0.000
+score DOS_OE_TO_MX 4.351 1.919 0.000 0.000
+score DOS_OE_TO_MX_IMAGE 0.430 0.108 0.000 0.000
+score DOS_OUTLOOK_TO_MX 1.323 1.498 0.000 0.000
+score DOS_OUTLOOK_TO_MX_IMAGE 0.235 0.493 0.000 0.000
+score DOS_REMOVE_DOMAIN_DOT 1.000 0.000 0.000 0.000
+score FB_ACHIEVE_BACH 2.609 1.343 0.000 0.000
+score FB_B0NUS 0.982 1.000 0.000 0.000
+score FB_CASINO 2.420 1.533 0.000 0.000
+score FB_INCREASE_VOL 1.000 1.639 0.000 0.000
+score FB_MED1CAT 1.213 0.545 0.000 0.000
+score FB_REPLICA_ROLEX 1.160 1.000 0.000 0.000
+score FB_SMALL_PEN 1.000 1.000 0.000 0.000
+score FB_YOUR_WOMAN 1.000 1.000 0.000 0.000
+score FH_HOST_IN_ADDRARPA 0.743 1.000 0.000 0.000
+score FM_MORTGAGE3PLUS 1.137 1.084 0.000 0.000
+score FS_ABIGGER 1.000 1.000 0.000 0.000
+score FS_GET_LAID 0.885 0.769 0.000 0.000
+score FS_LOWER_YOUR 1.000 2.607 0.000 0.000
+score FS_MORE_CONFIDENT 1.159 0.051 0.000 0.000
+score IMG_ALT_HSPACE_CID_ALIGN 1.000 1.000 0.000 0.000
+score IMG_CID_PART1 1.053 0.914 0.000 0.000
+score JM_0800_GMT 1.000 1.000 0.000 0.000
+score JM_FAKE_PSMTP_RCVD 1.710 2.353 0.000 0.000
+score JM_GMT_RCVD 2.118 1.000 0.000 0.000
+score JM_I_FEEL_LUCKY 0.568 2.585 0.000 0.000
+score JM_NICE_GIRL 2.795 1.908 0.000 0.000
+score JM_SOUGHT_1 4.132 4.346 0.000 0.000
+score JM_SOUGHT_2 1.913 2.890 0.000 0.000
+score JM_SOUGHT_3 3.758 3.580 0.000 0.000
+score KAM_LOTTO1 1.000 1.610 0.000 0.000
+score KAM_LOTTO2 1.597 1.000 0.000 0.000
+score KB_DATE_CONTAINS_TAB 2.382 1.827 0.000 0.000
+score KB_FAKED_THE_BAT 2.727 2.669 0.000 0.000
+score LOTTERY_PH_004470 2.073 1.949 0.000 0.000
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.503 2.022 0.000 0.000
+score TVD_GOOG_LUCKY 3.402 4.005 0.000 0.000
+score TVD_SUBJ_FINGER_07 1.010 1.252 0.000 0.000
score URIBL_RHS_AHBL 0.000 0.001 0.000 0.000
-score YAHOO_RDS_REDIR 1.000 1.000 0.000 0.000
+score WHOIS_MONIKER_ROLE 0.000 0.000 0.000 0.000
+score YAHOO_RDS_REDIR 1.229 0.919 0.000 0.000
Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=615694&r1=615693&r2=615694&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Sun Jan 27 17:45:24 2008
@@ -1,49 +1,48 @@
-# 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 ham-zmi.log spam-bb-jm.log spam-bb-zmi.log spam-dos.log spam-jm.log spam-theo.log spam-zmi.log
+# Using score set 0 logs for revision 615561 from:
+# ham-bb-zmi.log ham-dos.log ham-jm.log ham-theo.log spam-bb-zmi.log spam-dos.log spam-jm.log spam-theo.log
-score AXB_RCVD_ZOOBSEND 4.299
-score AXB_RCVD_ZOONAT 1.729
-score AXB_XMID_DIGDOTSHRT 1.749
-score DOS_FORGED_RCVD_QUADS 1.052
-score DOS_OE_TO_MX 4.399
-score DOS_OE_TO_MX_IMAGE 0.047
-score DOS_OUTLOOK_TO_MX 3.554
-score DOS_OUTLOOK_TO_MX_IMAGE 1.065
-score DOS_REMOVE_DOMAIN_DOT 1.094
-score FB_ACHIEVE_BACH 1.873
-score FB_B0NUS 1.030
-score FB_CASINO 1.934
+score AXB_RCVD_ZOOBSEND 4.286
+score AXB_RCVD_ZOONAT 3.601
+score AXB_XMID_DIGDOTSHRT 2.779
+score DOS_FORGED_RCVD_QUADS 1.993
+score DOS_OE_TO_MX 4.351
+score DOS_OE_TO_MX_IMAGE 0.430
+score DOS_OUTLOOK_TO_MX 1.323
+score DOS_OUTLOOK_TO_MX_IMAGE 0.235
+score DOS_REMOVE_DOMAIN_DOT 1.000
+score FB_ACHIEVE_BACH 2.609
+score FB_B0NUS 0.982
+score FB_CASINO 2.420
score FB_INCREASE_VOL 1.000
-score FB_MED1CAT 1.000
-score FB_REPLICA_ROLEX 1.565
-score FB_SMALL_PEN 1.288
-score FB_YOUR_WOMAN 0.459
-score FH_HOST_IN_ADDRARPA 1.000
-score FM_MORTGAGE3PLUS 1.000
-score FS_ABIGGER 1.215
-score FS_GET_LAID 0.542
+score FB_MED1CAT 1.213
+score FB_REPLICA_ROLEX 1.160
+score FB_SMALL_PEN 1.000
+score FB_YOUR_WOMAN 1.000
+score FH_HOST_IN_ADDRARPA 0.743
+score FM_MORTGAGE3PLUS 1.137
+score FS_ABIGGER 1.000
+score FS_GET_LAID 0.885
score FS_LOWER_YOUR 1.000
-score FS_MORE_CONFIDENT 1.000
+score FS_MORE_CONFIDENT 1.159
score IMG_ALT_HSPACE_CID_ALIGN 1.000
-score IMG_CID_PART1 1.657
-score JM_0800_GMT 0.257
-score JM_FAKE_PSMTP_RCVD 1.627
-score JM_GMT_RCVD 4.199
-score JM_I_FEEL_LUCKY 1.269
-score JM_NICE_GIRL 1.326
-score JM_SOUGHT_1 4.179
-score JM_SOUGHT_2 4.276
-score JM_SOUGHT_3 4.221
-score KAM_LOTTO1 1.255
-score KAM_LOTTO2 0.491
-score KB_DATE_CONTAINS_TAB 3.261
-score KB_FAKED_THE_BAT 1.671
-score LOTTERY_PH_004470 1.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.989
-score TVD_FW_GRAPHIC_ID1 1.578
-score TVD_GOOG_LUCKY 3.198
-score TVD_SUBJ_FINGER_07 1.000
-score YAHOO_RDS_REDIR 1.000
+score IMG_CID_PART1 1.053
+score JM_0800_GMT 1.000
+score JM_FAKE_PSMTP_RCVD 1.710
+score JM_GMT_RCVD 2.118
+score JM_I_FEEL_LUCKY 0.568
+score JM_NICE_GIRL 2.795
+score JM_SOUGHT_1 4.132
+score JM_SOUGHT_2 1.913
+score JM_SOUGHT_3 3.758
+score KAM_LOTTO1 1.000
+score KAM_LOTTO2 1.597
+score KB_DATE_CONTAINS_TAB 2.382
+score KB_FAKED_THE_BAT 2.727
+score LOTTERY_PH_004470 2.073
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.503
+score TVD_GOOG_LUCKY 3.402
+score TVD_SUBJ_FINGER_07 1.010
+score YAHOO_RDS_REDIR 1.229
# 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=615694&r1=615693&r2=615694&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Sun Jan 27 17:45:24 2008
@@ -1,45 +1,45 @@
# Using score set 1 logs for revision 615433 from:
-# ham-net-bb-fredt.log 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-fredt.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-fredt.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-fredt.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 3.090
-score AXB_RCVD_ZOONAT 1.972
-score AXB_XMID_DIGDOTSHRT 1.901
-score DOS_FORGED_RCVD_QUADS 1.000
-score DOS_OE_TO_MX 2.163
-score DOS_OE_TO_MX_IMAGE 1.617
-score DOS_OUTLOOK_TO_MX 0.479
-score DOS_OUTLOOK_TO_MX_IMAGE 1.141
-score FB_ACHIEVE_BACH 0.996
+score AXB_RCVD_ZOOBSEND 3.996
+score AXB_RCVD_ZOONAT 2.994
+score AXB_XMID_DIGDOTSHRT 1.703
+score DOS_FORGED_RCVD_QUADS 0.936
+score DOS_OE_TO_MX 1.919
+score DOS_OE_TO_MX_IMAGE 0.108
+score DOS_OUTLOOK_TO_MX 1.498
+score DOS_OUTLOOK_TO_MX_IMAGE 0.493
+score FB_ACHIEVE_BACH 1.343
score FB_B0NUS 1.000
-score FB_CASINO 1.000
-score FB_INCREASE_VOL 2.149
-score FB_MED1CAT 1.000
-score FB_REPLICA_ROLEX 0.185
-score FB_SMALL_PEN 1.468
-score FB_YOUR_WOMAN 0.591
+score FB_CASINO 1.533
+score FB_INCREASE_VOL 1.639
+score FB_MED1CAT 0.545
+score FB_REPLICA_ROLEX 1.000
+score FB_SMALL_PEN 1.000
+score FB_YOUR_WOMAN 1.000
score FH_HOST_IN_ADDRARPA 1.000
-score FM_MORTGAGE3PLUS 1.000
+score FM_MORTGAGE3PLUS 1.084
score FS_ABIGGER 1.000
-score FS_GET_LAID 1.933
-score FS_LOWER_YOUR 1.000
-score FS_MORE_CONFIDENT 1.357
-score IMG_ALT_HSPACE_CID_ALIGN 0.040
-score IMG_CID_PART1 0.888
+score FS_GET_LAID 0.769
+score FS_LOWER_YOUR 2.607
+score FS_MORE_CONFIDENT 0.051
+score IMG_ALT_HSPACE_CID_ALIGN 1.000
+score IMG_CID_PART1 0.914
score JM_0800_GMT 1.000
-score JM_FAKE_PSMTP_RCVD 0.921
-score JM_GMT_RCVD 3.085
-score JM_I_FEEL_LUCKY 1.000
-score JM_NICE_GIRL 2.957
-score JM_SOUGHT_1 3.591
-score JM_SOUGHT_2 1.263
-score JM_SOUGHT_3 4.365
-score KAM_LOTTO1 1.938
-score KAM_LOTTO2 1.407
-score KB_DATE_CONTAINS_TAB 2.380
-score KB_FAKED_THE_BAT 1.658
-score LOTTERY_PH_004470 2.371
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.050
-score TVD_GOOG_LUCKY 4.099
-score TVD_SUBJ_FINGER_07 1.000
+score JM_FAKE_PSMTP_RCVD 2.353
+score JM_GMT_RCVD 1.000
+score JM_I_FEEL_LUCKY 2.585
+score JM_NICE_GIRL 1.908
+score JM_SOUGHT_1 4.346
+score JM_SOUGHT_2 2.890
+score JM_SOUGHT_3 3.580
+score KAM_LOTTO1 1.610
+score KAM_LOTTO2 1.000
+score KB_DATE_CONTAINS_TAB 1.827
+score KB_FAKED_THE_BAT 2.669
+score LOTTERY_PH_004470 1.949
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.022
+score TVD_GOOG_LUCKY 4.005
+score TVD_SUBJ_FINGER_07 1.252
score URIBL_RHS_AHBL 0.001
-score YAHOO_RDS_REDIR 1.000
+score YAHOO_RDS_REDIR 0.919
Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=615694&r1=615693&r2=615694&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Sun Jan 27 17:45:24 2008
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 125958 9.077% (97.152% of non-spam corpus)
-# Correctly spam: 1099421 79.226% (87.391% of spam corpus)
-# False positives: 3693 0.266% (2.848% of nonspam, 449618 weighted)
-# False negatives: 158626 11.431% (12.609% of spam, 390711 weighted)
-# Average score for spam: 13.5 nonspam: 0.8
-# Average for false-pos: 6.3 false-neg: 2.5
-# TOTAL: 1387698 100.00%
+# Correctly non-spam: 89372 6.723% (96.096% of non-spam corpus)
+# Correctly spam: 1079871 81.231% (87.341% of spam corpus)
+# False positives: 3631 0.273% (3.904% of nonspam, 604833 weighted)
+# False negatives: 156509 11.773% (12.659% of spam, 363785 weighted)
+# Average score for spam: 13.3 nonspam: 1.1
+# Average for false-pos: 6.3 false-neg: 2.3
+# TOTAL: 1329383 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 15798 97.03%
-# Correctly spam: 137166 87.26%
-# False positives: 483 2.97%
-# False negatives: 20020 12.74%
-# TCR(l=50): 3.558660 SpamRecall: 87.263% SpamPrec: 99.649%
+# Correctly non-spam: 11316 96.35%
+# Correctly spam: 134962 87.36%
+# False positives: 429 3.65%
+# False negatives: 19534 12.64%
+# TCR(l=50): 3.769666 SpamRecall: 87.356% SpamPrec: 99.683%
##### 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: 126268 97.39%
-# Correctly spam: 690088 54.85%
-# False positives: 3383 2.61%
-# False negatives: 567959 45.15%
-# TCR(l=50): 1.706731 SpamRecall: 54.854% SpamPrec: 99.512%
+# Correctly non-spam: 89651 96.40%
+# Correctly spam: 677829 54.82%
+# False positives: 3352 3.60%
+# False negatives: 558551 45.18%
+# TCR(l=50): 1.702649 SpamRecall: 54.824% SpamPrec: 99.508%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 15828 97.22%
-# Correctly spam: 86146 54.81%
-# False positives: 453 2.78%
-# False negatives: 71040 45.19%
-# TCR(l=50): 1.677724 SpamRecall: 54.805% SpamPrec: 99.477%
+# Correctly non-spam: 11340 96.55%
+# Correctly spam: 84738 54.85%
+# False positives: 405 3.45%
+# False negatives: 69758 45.15%
+# TCR(l=50): 1.716470 SpamRecall: 54.848% SpamPrec: 99.524%
Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=615694&r1=615693&r2=615694&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Sun Jan 27 17:45:24 2008
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 94405 9.042% (99.232% of non-spam corpus)
-# Correctly spam: 941901 90.217% (99.263% of spam corpus)
-# False positives: 731 0.070% (0.768% of nonspam, 225293 weighted)
-# False negatives: 6998 0.670% (0.737% of spam, 21138 weighted)
-# Average score for spam: 29.8 nonspam: -0.2
+# Correctly non-spam: 99299 9.465% (99.213% of non-spam corpus)
+# Correctly spam: 941945 89.784% (99.252% of spam corpus)
+# False positives: 788 0.075% (0.787% of nonspam, 233448 weighted)
+# False negatives: 7097 0.676% (0.748% of spam, 21263 weighted)
+# Average score for spam: 29.9 nonspam: -0.1
# Average for false-pos: 6.2 false-neg: 3.0
-# TOTAL: 1044035 100.00%
+# TOTAL: 1049129 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11955 99.36%
-# Correctly spam: 117638 99.26%
-# False positives: 77 0.64%
-# False negatives: 874 0.74%
-# TCR(l=50): 25.087214 SpamRecall: 99.263% SpamPrec: 99.935%
+# Correctly non-spam: 12568 99.35%
+# Correctly spam: 117642 99.25%
+# False positives: 82 0.65%
+# False negatives: 888 0.75%
+# TCR(l=50): 23.763031 SpamRecall: 99.251% SpamPrec: 99.930%
##### 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: 94310 99.13%
-# Correctly spam: 933539 98.38%
-# False positives: 826 0.87%
-# False negatives: 15360 1.62%
-# TCR(l=50): 16.747247 SpamRecall: 98.381% SpamPrec: 99.912%
+# Correctly non-spam: 99214 99.13%
+# Correctly spam: 933555 98.37%
+# False positives: 873 0.87%
+# False negatives: 15487 1.63%
+# TCR(l=50): 16.048193 SpamRecall: 98.368% SpamPrec: 99.907%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11947 99.29%
-# Correctly spam: 116547 98.34%
-# False positives: 85 0.71%
-# False negatives: 1965 1.66%
-# TCR(l=50): 19.068705 SpamRecall: 98.342% SpamPrec: 99.927%
+# Correctly non-spam: 12561 99.30%
+# Correctly spam: 116567 98.34%
+# False positives: 89 0.70%
+# False negatives: 1963 1.66%
+# TCR(l=50): 18.482769 SpamRecall: 98.344% SpamPrec: 99.924%