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Posted to commits@spamassassin.apache.org by do...@apache.org on 2008/04/20 03:17:50 UTC
svn commit: r649870 - in /spamassassin/rules/trunk/scores: 72_scores.cf
scores-set0 scores-set1 stats-set0 stats-set1
Author: dos
Date: Sat Apr 19 18:17:48 2008
New Revision: 649870
URL: http://svn.apache.org/viewvc?rev=649870&view=rev
Log:
updated scores for revision 649771 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=649870&r1=649869&r2=649870&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Sat Apr 19 18:17:48 2008
@@ -1,38 +1,52 @@
-score AXB_XMID_DIGDOTSHRT 3.433 4.089 0.000 0.000
-score DOS_OE_TO_MX 4.399 4.399 0.000 0.000
-score DOS_OE_TO_MX_IMAGE 2.153 0.001 0.000 0.000
-score DOS_RCVD_IP_TWICE_C 1.808 2.378 0.000 0.000
-score FB_ACHIEVE_BACH 1.008 1.000 0.000 0.000
-score FB_MED1CAT 0.560 1.000 0.000 0.000
-score FB_MORE_SEMEN 0.438 0.756 0.000 0.000
-score FB_REPLICA_ROLEX 1.000 1.000 0.000 0.000
-score FB_STAMINA_IN_BED 1.000 1.000 0.000 0.000
-score FB_STRONGER_EJ 1.000 1.381 0.000 0.000
-score FB_YOUR_MED 1.500 1.000 0.000 0.000
-score FH_HOST_IN_ADDRARPA 1.000 1.677 0.000 0.000
-score FORGED_RELAY_MUA_TO_MX 4.250 4.200 0.000 0.000
-score FRT_ERECTION 0.875 1.358 0.000 0.000
-score FRT_PACKAGE 1.900 1.000 0.000 0.000
-score FR_TEST_BASE64_BAD 2.146 0.000 0.000 0.000
-score FR_WATCHES_HTTP 3.613 1.588 0.000 0.000
-score FS_ABIGGER 1.409 0.990 0.000 0.000
-score FS_CAILIS 0.386 1.000 0.000 0.000
-score FS_MAKE_MONEY 1.282 1.000 0.000 0.000
-score HS_BOBAX_MID_1 3.212 0.000 0.000 0.000
-score HS_BOBAX_MID_2 4.314 0.000 0.000 0.000
-score HS_OUTLOOK_MID_NOBRK 0.820 0.000 0.000 0.000
-score HS_VPXL 2.547 1.000 0.000 0.000
-score JM_FAKE_PSMTP_RCVD 1.000 1.037 0.000 0.000
-score JM_NICE_GIRL 1.000 1.000 0.000 0.000
-score JM_REACTOR_MAILER 1.855 1.629 0.000 0.000
-score KB_RATWARE_MSGID 4.073 3.441 0.000 0.000
-score RP_MATCHES_RCVD -2.068 -2.099 0.000 0.000
-score RP_MINUS 2.813 1.140 0.000 0.000
-score RP_UNDERLINE 3.051 1.000 0.000 0.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.249 0.348 0.000 0.000
-score TVD_GOOG_LUCKY 2.355 1.698 0.000 0.000
-score TVD_NOT_SATISFIED 0.881 1.000 0.000 0.000
-score TVD_PCT_OFF 1.448 1.047 0.000 0.000
-score WHOIS_MONIKER_ROLE 0.000 0.000 0.000 0.000
-score X_MAILER_CME_6543_MSN 0.571 1.000 0.000 0.000
-score YAHOO_RDS_REDIR 1.113 0.923 0.000 0.000
+score AXB_XMID_DIGDOTSHRT 3.000 3.847 0.000 0.000
+score DOS_OE_TO_MX 4.399 4.499 0.000 0.000
+score DOS_OE_TO_MX_IMAGE 1.938 1.154 0.000 0.000
+score DOS_OUTLOOK_TO_MX_IMAGE 0.000 1.281 0.000 0.000
+score DOS_RCVD_IP_TWICE_B 0.000 0.961 0.000 0.000
+score DOS_RCVD_IP_TWICE_C 2.640 1.539 0.000 0.000
+score FB_ACHIEVE_BACH 2.601 1.000 0.000 0.000
+score FB_CASINO 0.000 2.126 0.000 0.000
+score FB_MED1CAT 1.000 1.000 0.000 0.000
+score FB_MORE_SEMEN 0.045 1.000 0.000 0.000
+score FB_REPLICA_ROLEX 3.406 0.982 0.000 0.000
+score FB_STAMINA_IN_BED 1.000 1.043 0.000 0.000
+score FB_STRONGER_EJ 1.211 0.451 0.000 0.000
+score FB_YOUR_MED 1.000 1.000 0.000 0.000
+score FB_YOU_CAN_BECOME 1.000 2.925 0.000 0.000
+score FH_HOST_IN_ADDRARPA 0.298 0.309 0.000 0.000
+score FM_DEBT_HELP 0.000 1.000 0.000 0.000
+score FORGED_RELAY_MUA_TO_MX 3.930 2.390 0.000 0.000
+score FRT_APPROV 0.000 0.961 0.000 0.000
+score FRT_ERECTION 1.256 0.959 0.000 0.000
+score FRT_INTEREST 0.000 1.000 0.000 0.000
+score FRT_PACKAGE 1.578 1.000 0.000 0.000
+score FRT_PAYMENT 0.000 1.000 0.000 0.000
+score FR_TEST_BASE64_BAD 2.366 1.725 0.000 0.000
+score FR_WATCHES_HTTP 2.642 1.000 0.000 0.000
+score FS_ABIGGER 2.313 1.178 0.000 0.000
+score FS_CAILIS 1.000 1.000 0.000 0.000
+score FS_MAKE_MONEY 1.394 1.000 0.000 0.000
+score FS_WEIGHT_LOSS 0.000 2.064 0.000 0.000
+score FS_YOUR_PRESCRIP 0.000 1.001 0.000 0.000
+score HS_BOBAX_MID_1 3.333 2.071 0.000 0.000
+score HS_BOBAX_MID_2 4.322 2.049 0.000 0.000
+score HS_OUTLOOK_MID_NOBRK 1.165 1.000 0.000 0.000
+score HS_VPXL 1.000 0.961 0.000 0.000
+score IMG_ALT_HSPACE_CID_ALIGN 0.000 1.000 0.000 0.000
+score JM_FAKE_PSMTP_RCVD 0.701 1.398 0.000 0.000
+score JM_NICE_GIRL 1.000 2.836 0.000 0.000
+score JM_REACTOR_MAILER 4.412 4.270 0.000 0.000
+score KAM_LOTTO1 0.000 2.253 0.000 0.000
+score KB_DATE_CONTAINS_TAB 0.000 1.000 0.000 0.000
+score KB_FAKED_THE_BAT 0.000 1.000 0.000 0.000
+score KB_RATWARE_MSGID 3.737 2.775 0.000 0.000
+score RP_MATCHES_RCVD -1.962 -2.099 0.000 0.000
+score RP_MINUS 2.530 0.947 0.000 0.000
+score RP_UNDERLINE 0.435 1.000 0.000 0.000
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.471 1.000 0.000 0.000
+score TVD_FW_GRAPHIC_ID1 1.000 0.001 0.000 0.000
+score TVD_GOOG_LUCKY 2.439 1.509 0.000 0.000
+score TVD_NOT_SATISFIED 1.561 1.142 0.000 0.000
+score TVD_PCT_OFF 1.964 0.333 0.000 0.000
+score TVD_SUBJ_FINGER_07 0.000 0.666 0.000 0.000
+score X_MAILER_CME_6543_MSN 1.000 2.300 0.000 0.000
Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=649870&r1=649869&r2=649870&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Sat Apr 19 18:17:48 2008
@@ -1,42 +1,44 @@
# Using score set 0 logs for revision 649410 from:
-# ham-dos.log ham-jm.log ham-theo.log spam-dos.log spam-jm.log spam-theo.log
+# ham-dos.log ham-jm.log ham-theo.log ham-zmi.log spam-dos.log spam-jm.log spam-theo.log spam-zmi.log
-score AXB_XMID_DIGDOTSHRT 3.433
+score AXB_XMID_DIGDOTSHRT 3.000
score DOS_OE_TO_MX 4.399
-score DOS_OE_TO_MX_IMAGE 2.153
-score DOS_RCVD_IP_TWICE_C 1.808
-score FB_ACHIEVE_BACH 1.008
-score FB_MED1CAT 0.560
-score FB_MORE_SEMEN 0.438
-score FB_REPLICA_ROLEX 1.000
+score DOS_OE_TO_MX_IMAGE 1.938
+score DOS_RCVD_IP_TWICE_C 2.640
+score FB_ACHIEVE_BACH 2.601
+score FB_MED1CAT 1.000
+score FB_MORE_SEMEN 0.045
+score FB_REPLICA_ROLEX 3.406
score FB_STAMINA_IN_BED 1.000
-score FB_STRONGER_EJ 1.000
-score FB_YOUR_MED 1.500
-score FH_HOST_IN_ADDRARPA 1.000
-score FORGED_RELAY_MUA_TO_MX 4.250
-score FRT_ERECTION 0.875
-score FRT_PACKAGE 1.900
-score FR_TEST_BASE64_BAD 2.146
-score FR_WATCHES_HTTP 3.613
-score FS_ABIGGER 1.409
-score FS_CAILIS 0.386
-score FS_MAKE_MONEY 1.282
-score HS_BOBAX_MID_1 3.212
-score HS_BOBAX_MID_2 4.314
-score HS_OUTLOOK_MID_NOBRK 0.820
-score HS_VPXL 2.547
-score JM_FAKE_PSMTP_RCVD 1.000
+score FB_STRONGER_EJ 1.211
+score FB_YOUR_MED 1.000
+score FB_YOU_CAN_BECOME 1.000
+score FH_HOST_IN_ADDRARPA 0.298
+score FORGED_RELAY_MUA_TO_MX 3.930
+score FRT_ERECTION 1.256
+score FRT_PACKAGE 1.578
+score FR_TEST_BASE64_BAD 2.366
+score FR_WATCHES_HTTP 2.642
+score FS_ABIGGER 2.313
+score FS_CAILIS 1.000
+score FS_MAKE_MONEY 1.394
+score HS_BOBAX_MID_1 3.333
+score HS_BOBAX_MID_2 4.322
+score HS_OUTLOOK_MID_NOBRK 1.165
+score HS_VPXL 1.000
+score JM_FAKE_PSMTP_RCVD 0.701
score JM_NICE_GIRL 1.000
-score JM_REACTOR_MAILER 1.855
-score KB_RATWARE_MSGID 4.073
-score RP_MATCHES_RCVD -2.068
-score RP_MINUS 2.813
-score RP_UNDERLINE 3.051
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.249
-score TVD_GOOG_LUCKY 2.355
-score TVD_NOT_SATISFIED 0.881
-score TVD_PCT_OFF 1.448
-score X_MAILER_CME_6543_MSN 0.571
-score YAHOO_RDS_REDIR 1.113
+score JM_REACTOR_MAILER 4.412
+score KB_RATWARE_MSGID 3.737
+score RP_MATCHES_RCVD -1.962
+score RP_MINUS 2.530
+score RP_UNDERLINE 0.435
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.471
+score TVD_FW_GRAPHIC_ID1 1.000
+score TVD_GOOG_LUCKY 2.439
+score TVD_NOT_SATISFIED 1.561
+score TVD_PCT_OFF 1.964
+score X_MAILER_CME_6543_MSN 1.000
+score YAHOO_RDS_REDIR 0.559
# in active.list but have no hits in recent corpus
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=649870&r1=649869&r2=649870&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Sat Apr 19 18:17:48 2008
@@ -1,50 +1,55 @@
-# Using score set 1 logs for revision 647396 from:
-# ham-net-dos.log ham-net-jm.log ham-net-theo.log ham-net-zmi.log spam-net-dos.log spam-net-jm.log spam-net-theo.log spam-net-zmi.log
+# Using score set 1 logs for revision 649771 from:
+# ham-net-dos.log ham-net-jm.log ham-net-theo.log spam-net-dos.log spam-net-jm.log spam-net-theo.log
-score AXB_XMID_DIGDOTSHRT 4.089
-score DOS_FORGED_RCVD_QUADS 1.000
-score DOS_OE_TO_MX 4.399
-score DOS_OE_TO_MX_IMAGE 0.001
-score DOS_OUTLOOK_TO_MX_IMAGE 1.000
-score DOS_RCVD_IP_TWICE_B 0.016
-score DOS_RCVD_IP_TWICE_C 2.378
+score AXB_XMID_DIGDOTSHRT 3.847
+score DOS_OE_TO_MX 4.499
+score DOS_OE_TO_MX_IMAGE 1.154
+score DOS_OUTLOOK_TO_MX_IMAGE 1.281
+score DOS_RCVD_IP_TWICE_B 0.961
+score DOS_RCVD_IP_TWICE_C 1.539
score FB_ACHIEVE_BACH 1.000
-score FB_CASINO 0.240
+score FB_CASINO 2.126
score FB_MED1CAT 1.000
-score FB_MORE_SEMEN 0.756
-score FB_REPLICA_ROLEX 1.000
-score FB_STAMINA_IN_BED 1.000
-score FB_STRONGER_EJ 1.381
+score FB_MORE_SEMEN 1.000
+score FB_REPLICA_ROLEX 0.982
+score FB_STAMINA_IN_BED 1.043
+score FB_STRONGER_EJ 0.451
score FB_YOUR_MED 1.000
-score FH_HOST_IN_ADDRARPA 1.677
+score FB_YOU_CAN_BECOME 2.925
+score FH_HOST_IN_ADDRARPA 0.309
score FM_DEBT_HELP 1.000
-score FORGED_RELAY_MUA_TO_MX 4.200
-score FRT_APPROV 1.434
-score FRT_ERECTION 1.358
-score FRT_INTEREST 0.823
+score FORGED_RELAY_MUA_TO_MX 2.390
+score FRT_APPROV 0.961
+score FRT_ERECTION 0.959
+score FRT_INTEREST 1.000
score FRT_PACKAGE 1.000
score FRT_PAYMENT 1.000
-score FR_WATCHES_HTTP 1.588
-score FS_ABIGGER 0.990
+score FR_TEST_BASE64_BAD 1.725
+score FR_WATCHES_HTTP 1.000
+score FS_ABIGGER 1.178
score FS_CAILIS 1.000
score FS_MAKE_MONEY 1.000
-score FS_YOUR_PRESCRIP 1.137
-score HS_VPXL 1.000
-score IMG_ALT_HSPACE_CID_ALIGN 0.811
-score JM_FAKE_PSMTP_RCVD 1.037
-score JM_NICE_GIRL 1.000
-score JM_REACTOR_MAILER 1.629
-score KAM_LOTTO1 2.395
-score KB_DATE_CONTAINS_TAB 1.347
+score FS_WEIGHT_LOSS 2.064
+score FS_YOUR_PRESCRIP 1.001
+score HS_BOBAX_MID_1 2.071
+score HS_BOBAX_MID_2 2.049
+score HS_OUTLOOK_MID_NOBRK 1.000
+score HS_VPXL 0.961
+score IMG_ALT_HSPACE_CID_ALIGN 1.000
+score JM_FAKE_PSMTP_RCVD 1.398
+score JM_NICE_GIRL 2.836
+score JM_REACTOR_MAILER 4.270
+score KAM_LOTTO1 2.253
+score KB_DATE_CONTAINS_TAB 1.000
score KB_FAKED_THE_BAT 1.000
-score KB_RATWARE_MSGID 3.441
+score KB_RATWARE_MSGID 2.775
score RP_MATCHES_RCVD -2.099
-score RP_MINUS 1.140
+score RP_MINUS 0.947
score RP_UNDERLINE 1.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 0.348
-score TVD_GOOG_LUCKY 1.698
-score TVD_NOT_SATISFIED 1.000
-score TVD_PCT_OFF 1.047
-score TVD_SUBJ_FINGER_07 1.000
-score X_MAILER_CME_6543_MSN 1.000
-score YAHOO_RDS_REDIR 0.923
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 1.000
+score TVD_FW_GRAPHIC_ID1 0.001
+score TVD_GOOG_LUCKY 1.509
+score TVD_NOT_SATISFIED 1.142
+score TVD_PCT_OFF 0.333
+score TVD_SUBJ_FINGER_07 0.666
+score X_MAILER_CME_6543_MSN 2.300
Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=649870&r1=649869&r2=649870&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Sat Apr 19 18:17:48 2008
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 89386 5.273% (97.657% of non-spam corpus)
-# Correctly spam: 1290855 76.145% (80.491% of spam corpus)
-# False positives: 2145 0.127% (2.343% of nonspam, 452777 weighted)
-# False negatives: 312876 18.456% (19.509% of spam, 728953 weighted)
-# Average score for spam: 11.6 nonspam: -0.2
-# Average for false-pos: 6.0 false-neg: 2.3
-# TOTAL: 1695262 100.00%
+# Correctly non-spam: 94822 5.591% (97.701% of non-spam corpus)
+# Correctly spam: 1280015 75.475% (80.056% of spam corpus)
+# False positives: 2231 0.132% (2.299% of nonspam, 448963 weighted)
+# False negatives: 318882 18.803% (19.944% of spam, 756286 weighted)
+# Average score for spam: 12.3 nonspam: -0.1
+# Average for false-pos: 6.1 false-neg: 2.4
+# TOTAL: 1695950 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11296 97.66%
-# Correctly spam: 161349 80.54%
-# False positives: 271 2.34%
-# False negatives: 38975 19.46%
-# TCR(l=50): 3.813879 SpamRecall: 80.544% SpamPrec: 99.832%
+# Correctly non-spam: 11990 97.69%
+# Correctly spam: 160219 80.22%
+# False positives: 284 2.31%
+# False negatives: 39515 19.78%
+# TCR(l=50): 3.718403 SpamRecall: 80.216% SpamPrec: 99.823%
##### 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: 88006 96.15%
-# Correctly spam: 679725 42.38%
-# False positives: 3525 3.85%
-# False negatives: 924006 57.62%
-# TCR(l=50): 1.457598 SpamRecall: 42.384% SpamPrec: 99.484%
+# Correctly non-spam: 93472 96.31%
+# Correctly spam: 676494 42.31%
+# False positives: 3581 3.69%
+# False negatives: 922403 57.69%
+# TCR(l=50): 1.451625 SpamRecall: 42.310% SpamPrec: 99.473%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11115 96.09%
-# Correctly spam: 84751 42.31%
-# False positives: 452 3.91%
-# False negatives: 115573 57.69%
-# TCR(l=50): 1.449806 SpamRecall: 42.307% SpamPrec: 99.470%
+# Correctly non-spam: 11814 96.25%
+# Correctly spam: 84588 42.35%
+# False positives: 460 3.75%
+# False negatives: 115146 57.65%
+# TCR(l=50): 1.445818 SpamRecall: 42.350% SpamPrec: 99.459%
Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=649870&r1=649869&r2=649870&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Sat Apr 19 18:17:48 2008
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67740 5.570% (99.442% of non-spam corpus)
-# Correctly spam: 1138572 93.617% (99.172% of spam corpus)
-# False positives: 380 0.031% (0.558% of nonspam, 206280 weighted)
-# False negatives: 9510 0.782% (0.828% of spam, 30320 weighted)
-# Average score for spam: 25.7 nonspam: -1.6
-# Average for false-pos: 6.4 false-neg: 3.2
-# TOTAL: 1216202 100.00%
+# Correctly non-spam: 63224 5.039% (99.520% of non-spam corpus)
+# Correctly spam: 1178765 93.953% (98.964% of spam corpus)
+# False positives: 305 0.024% (0.480% of nonspam, 185139 weighted)
+# False negatives: 12335 0.983% (1.036% of spam, 38651 weighted)
+# Average score for spam: 26.4 nonspam: -1.7
+# Average for false-pos: 6.5 false-neg: 3.1
+# TOTAL: 1254629 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 8541 99.45%
-# Correctly spam: 142163 99.22%
-# False positives: 47 0.55%
-# False negatives: 1124 0.78%
-# TCR(l=50): 41.245538 SpamRecall: 99.216% SpamPrec: 99.967%
+# Correctly non-spam: 7953 99.45%
+# Correctly spam: 147306 99.00%
+# False positives: 44 0.55%
+# False negatives: 1488 1.00%
+# TCR(l=50): 40.345445 SpamRecall: 99.000% SpamPrec: 99.970%
##### 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: 67454 99.02%
-# Correctly spam: 1109384 96.63%
-# False positives: 666 0.98%
-# False negatives: 38698 3.37%
-# TCR(l=50): 15.946026 SpamRecall: 96.629% SpamPrec: 99.940%
+# Correctly non-spam: 62925 99.05%
+# Correctly spam: 1145582 96.18%
+# False positives: 604 0.95%
+# False negatives: 45518 3.82%
+# TCR(l=50): 15.730738 SpamRecall: 96.178% SpamPrec: 99.947%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 8505 99.03%
-# Correctly spam: 138499 96.66%
-# False positives: 83 0.97%
-# False negatives: 4788 3.34%
-# TCR(l=50): 16.031215 SpamRecall: 96.658% SpamPrec: 99.940%
+# Correctly non-spam: 7919 99.02%
+# Correctly spam: 143215 96.25%
+# False positives: 78 0.98%
+# False negatives: 5579 3.75%
+# TCR(l=50): 15.697225 SpamRecall: 96.251% SpamPrec: 99.946%