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Posted to commits@spamassassin.apache.org by do...@apache.org on 2008/05/23 03:46:14 UTC
svn commit: r659358 - in /spamassassin/rules/trunk/scores: 72_scores.cf
scores-set0 scores-set1 stats-set0 stats-set1
Author: dos
Date: Thu May 22 18:46:13 2008
New Revision: 659358
URL: http://svn.apache.org/viewvc?rev=659358&view=rev
Log:
updated scores for revision 659046 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=659358&r1=659357&r2=659358&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Thu May 22 18:46:13 2008
@@ -1,45 +1,47 @@
-score AXB_XMID_DIGDOTSHRT 3.657 2.983 0.000 0.000
-score DOS_OE_TO_MX 4.399 2.238 0.000 0.000
-score DOS_OE_TO_MX_IMAGE 1.000 0.382 0.000 0.000
-score DOS_RCVD_IP_TWICE_B 2.012 0.575 0.000 0.000
-score DOS_RCVD_IP_TWICE_C 1.000 2.201 0.000 0.000
-score FB_ACHIEVE_BACH 2.156 1.259 0.000 0.000
-score FB_CASINO 1.752 1.000 0.000 0.000
-score FB_MED1CAT 1.000 0.790 0.000 0.000
-score FB_REPLICA_ROLEX 1.000 0.674 0.000 0.000
-score FB_STAMINA_IN_BED 0.617 1.000 0.000 0.000
-score FB_STRONGER_EJ 1.819 1.026 0.000 0.000
-score FB_YOUR_MED 1.000 0.791 0.000 0.000
-score FB_YOU_CAN_BECOME 1.493 2.800 0.000 0.000
-score FH_HOST_IN_ADDRARPA 1.000 1.610 0.000 0.000
-score FM_DEBT_HELP 1.000 1.000 0.000 0.000
-score FORGED_RELAY_MUA_TO_MX 3.400 1.999 0.000 0.000
-score FRT_APPROV 1.360 2.408 0.000 0.000
-score FRT_ERECTION 0.057 1.000 0.000 0.000
-score FRT_EXPERIENCE 0.356 1.000 0.000 0.000
-score FRT_PAYMENT 3.335 1.000 0.000 0.000
-score FR_TEST_BASE64_BAD 1.984 3.168 0.000 0.000
-score FR_WATCHES_HTTP 1.000 2.207 0.000 0.000
-score FS_ABIGGER 2.623 1.454 0.000 0.000
-score FS_CAILIS 1.165 1.000 0.000 0.000
-score FS_WEIGHT_LOSS 1.000 1.290 0.000 0.000
-score FS_YOUR_PRESCRIP 1.890 0.408 0.000 0.000
-score HS_BOBAX_MID_1 1.966 1.000 0.000 0.000
-score HS_BOBAX_MID_2 4.399 0.402 0.000 0.000
-score HS_OUTLOOK_MID_NOBRK 1.149 0.051 0.000 0.000
-score HS_VPXL 1.173 1.000 0.000 0.000
-score JM_FAKE_PSMTP_RCVD 1.000 1.000 0.000 0.000
-score JM_NICE_GIRL 1.000 3.121 0.000 0.000
-score JM_REACTOR_MAILER 4.261 4.213 0.000 0.000
-score KB_DATE_CONTAINS_TAB 0.639 1.258 0.000 0.000
-score KB_FAKED_THE_BAT 1.796 1.609 0.000 0.000
-score KB_RATWARE_MSGID 1.242 4.418 0.000 0.000
+score AXB_XMID_DIGDOTSHRT 3.994 1.503 0.000 0.000
+score DOS_OE_TO_MX 4.399 2.506 0.000 0.000
+score DOS_OE_TO_MX_IMAGE 1.235 1.000 0.000 0.000
+score DOS_RCVD_IP_TWICE_B 2.620 0.266 0.000 0.000
+score DOS_RCVD_IP_TWICE_C 0.842 1.000 0.000 0.000
+score FB_ACHIEVE_BACH 1.620 1.000 0.000 0.000
+score FB_CASINO 1.000 1.000 0.000 0.000
+score FB_INCREASE_VOL 1.000 0.000 0.000 0.000
+score FB_MED1CAT 2.298 1.000 0.000 0.000
+score FB_NOT_SEXUAL 1.742 0.000 0.000 0.000
+score FB_REPLICA_ROLEX 1.000 1.174 0.000 0.000
+score FB_STAMINA_IN_BED 1.534 1.000 0.000 0.000
+score FB_STRONGER_EJ 1.000 1.000 0.000 0.000
+score FB_YOUR_MED 1.493 1.000 0.000 0.000
+score FB_YOU_CAN_BECOME 1.539 1.750 0.000 0.000
+score FH_HOST_IN_ADDRARPA 1.000 1.928 0.000 0.000
+score FM_DEBT_HELP 1.000 2.044 0.000 0.000
+score FORGED_RELAY_MUA_TO_MX 2.361 2.739 0.000 0.000
+score FRT_APPROV 1.000 1.000 0.000 0.000
+score FRT_ERECTION 1.450 1.000 0.000 0.000
+score FRT_EXPERIENCE 1.000 0.768 0.000 0.000
+score FRT_PAYMENT 1.208 0.895 0.000 0.000
+score FR_TEST_BASE64_BAD 2.733 3.598 0.000 0.000
+score FR_WATCHES_HTTP 3.270 1.000 0.000 0.000
+score FS_ABIGGER 0.723 1.180 0.000 0.000
+score FS_CAILIS 1.000 1.000 0.000 0.000
+score FS_WEIGHT_LOSS 1.000 0.779 0.000 0.000
+score FS_YOUR_PRESCRIP 0.976 1.000 0.000 0.000
+score HS_BOBAX_MID_1 2.467 1.020 0.000 0.000
+score HS_BOBAX_MID_2 3.247 0.108 0.000 0.000
+score HS_OUTLOOK_MID_NOBRK 1.000 0.220 0.000 0.000
+score HS_VPXL 2.847 1.000 0.000 0.000
+score JM_FAKE_PSMTP_RCVD 1.000 1.068 0.000 0.000
+score JM_NICE_GIRL 1.185 1.000 0.000 0.000
+score JM_REACTOR_MAILER 3.418 4.242 0.000 0.000
+score KB_DATE_CONTAINS_TAB 1.363 1.545 0.000 0.000
+score KB_FAKED_THE_BAT 0.930 3.448 0.000 0.000
+score KB_RATWARE_MSGID 2.062 4.404 0.000 0.000
score RP_MATCHES_RCVD -2.099 -2.199 0.000 0.000
-score RP_MINUS 1.000 0.629 0.000 0.000
-score RP_UNDERLINE 1.748 1.000 0.000 0.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 1.888 0.661 0.000 0.000
-score TVD_NOT_SATISFIED 1.121 1.531 0.000 0.000
-score TVD_PCT_OFF 0.871 0.080 0.000 0.000
-score TVD_SUBJ_FINGER_07 1.000 0.000 0.000 0.000
+score RP_MINUS 0.399 1.157 0.000 0.000
+score RP_UNDERLINE 1.970 2.605 0.000 0.000
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.545 0.255 0.000 0.000
+score TVD_NOT_SATISFIED 1.000 0.221 0.000 0.000
+score TVD_PCT_OFF 1.000 0.069 0.000 0.000
+score TVD_SUBJ_FINGER_07 0.284 0.000 0.000 0.000
score WHOIS_MONIKER_ROLE 0.000 0.000 0.000 0.000
-score X_MAILER_CME_6543_MSN 0.935 0.622 0.000 0.000
+score X_MAILER_CME_6543_MSN 2.128 0.259 0.000 0.000
Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=659358&r1=659357&r2=659358&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Thu May 22 18:46:13 2008
@@ -1,49 +1,51 @@
-# Using score set 0 logs for revision 658171 from:
-# ham-bb-jm.log ham-dos.log ham-jm.log ham-theo.log spam-bb-jm.log spam-dos.log spam-jm.log spam-theo.log
+# Using score set 0 logs for revision 659046 from:
+# ham-bb-jm.log ham-bb-traps.log ham-dos.log ham-jm.log ham-theo.log spam-bb-jm.log spam-bb-traps.log spam-dos.log spam-jm.log spam-theo.log
-score AXB_XMID_DIGDOTSHRT 3.657
+score AXB_XMID_DIGDOTSHRT 3.994
score DOS_OE_TO_MX 4.399
-score DOS_OE_TO_MX_IMAGE 1.000
-score DOS_RCVD_IP_TWICE_B 2.012
-score DOS_RCVD_IP_TWICE_C 1.000
-score FB_ACHIEVE_BACH 2.156
-score FB_CASINO 1.752
-score FB_MED1CAT 1.000
+score DOS_OE_TO_MX_IMAGE 1.235
+score DOS_RCVD_IP_TWICE_B 2.620
+score DOS_RCVD_IP_TWICE_C 0.842
+score FB_ACHIEVE_BACH 1.620
+score FB_CASINO 1.000
+score FB_INCREASE_VOL 1.000
+score FB_MED1CAT 2.298
+score FB_NOT_SEXUAL 1.742
score FB_REPLICA_ROLEX 1.000
-score FB_STAMINA_IN_BED 0.617
-score FB_STRONGER_EJ 1.819
-score FB_YOUR_MED 1.000
-score FB_YOU_CAN_BECOME 1.493
+score FB_STAMINA_IN_BED 1.534
+score FB_STRONGER_EJ 1.000
+score FB_YOUR_MED 1.493
+score FB_YOU_CAN_BECOME 1.539
score FH_HOST_IN_ADDRARPA 1.000
score FM_DEBT_HELP 1.000
-score FORGED_RELAY_MUA_TO_MX 3.400
-score FRT_APPROV 1.360
-score FRT_ERECTION 0.057
-score FRT_EXPERIENCE 0.356
-score FRT_PAYMENT 3.335
-score FR_TEST_BASE64_BAD 1.984
-score FR_WATCHES_HTTP 1.000
-score FS_ABIGGER 2.623
-score FS_CAILIS 1.165
+score FORGED_RELAY_MUA_TO_MX 2.361
+score FRT_APPROV 1.000
+score FRT_ERECTION 1.450
+score FRT_EXPERIENCE 1.000
+score FRT_PAYMENT 1.208
+score FR_TEST_BASE64_BAD 2.733
+score FR_WATCHES_HTTP 3.270
+score FS_ABIGGER 0.723
+score FS_CAILIS 1.000
score FS_WEIGHT_LOSS 1.000
-score FS_YOUR_PRESCRIP 1.890
-score HS_BOBAX_MID_1 1.966
-score HS_BOBAX_MID_2 4.399
-score HS_OUTLOOK_MID_NOBRK 1.149
-score HS_VPXL 1.173
+score FS_YOUR_PRESCRIP 0.976
+score HS_BOBAX_MID_1 2.467
+score HS_BOBAX_MID_2 3.247
+score HS_OUTLOOK_MID_NOBRK 1.000
+score HS_VPXL 2.847
score JM_FAKE_PSMTP_RCVD 1.000
-score JM_NICE_GIRL 1.000
-score JM_REACTOR_MAILER 4.261
-score KB_DATE_CONTAINS_TAB 0.639
-score KB_FAKED_THE_BAT 1.796
-score KB_RATWARE_MSGID 1.242
+score JM_NICE_GIRL 1.185
+score JM_REACTOR_MAILER 3.418
+score KB_DATE_CONTAINS_TAB 1.363
+score KB_FAKED_THE_BAT 0.930
+score KB_RATWARE_MSGID 2.062
score RP_MATCHES_RCVD -2.099
-score RP_MINUS 1.000
-score RP_UNDERLINE 1.748
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 1.888
-score TVD_NOT_SATISFIED 1.121
-score TVD_PCT_OFF 0.871
-score TVD_SUBJ_FINGER_07 1.000
-score X_MAILER_CME_6543_MSN 0.935
+score RP_MINUS 0.399
+score RP_UNDERLINE 1.970
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.545
+score TVD_NOT_SATISFIED 1.000
+score TVD_PCT_OFF 1.000
+score TVD_SUBJ_FINGER_07 0.284
+score X_MAILER_CME_6543_MSN 2.128
# 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=659358&r1=659357&r2=659358&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Thu May 22 18:46:13 2008
@@ -1,46 +1,46 @@
# Using score set 1 logs for revision 657323 from:
# ham-net-bb-jm.log ham-net-bb-traps.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-traps.log spam-net-dos.log spam-net-jm.log spam-net-theo.log spam-net-zmi.log
-score AXB_XMID_DIGDOTSHRT 2.983
-score DOS_OE_TO_MX 2.238
-score DOS_OE_TO_MX_IMAGE 0.382
-score DOS_RCVD_IP_TWICE_B 0.575
-score DOS_RCVD_IP_TWICE_C 2.201
-score FB_ACHIEVE_BACH 1.259
+score AXB_XMID_DIGDOTSHRT 1.503
+score DOS_OE_TO_MX 2.506
+score DOS_OE_TO_MX_IMAGE 1.000
+score DOS_RCVD_IP_TWICE_B 0.266
+score DOS_RCVD_IP_TWICE_C 1.000
+score FB_ACHIEVE_BACH 1.000
score FB_CASINO 1.000
-score FB_MED1CAT 0.790
-score FB_REPLICA_ROLEX 0.674
+score FB_MED1CAT 1.000
+score FB_REPLICA_ROLEX 1.174
score FB_STAMINA_IN_BED 1.000
-score FB_STRONGER_EJ 1.026
-score FB_YOUR_MED 0.791
-score FB_YOU_CAN_BECOME 2.800
-score FH_HOST_IN_ADDRARPA 1.610
-score FM_DEBT_HELP 1.000
-score FORGED_RELAY_MUA_TO_MX 1.999
-score FRT_APPROV 2.408
+score FB_STRONGER_EJ 1.000
+score FB_YOUR_MED 1.000
+score FB_YOU_CAN_BECOME 1.750
+score FH_HOST_IN_ADDRARPA 1.928
+score FM_DEBT_HELP 2.044
+score FORGED_RELAY_MUA_TO_MX 2.739
+score FRT_APPROV 1.000
score FRT_ERECTION 1.000
-score FRT_EXPERIENCE 1.000
-score FRT_PAYMENT 1.000
-score FR_TEST_BASE64_BAD 3.168
-score FR_WATCHES_HTTP 2.207
-score FS_ABIGGER 1.454
+score FRT_EXPERIENCE 0.768
+score FRT_PAYMENT 0.895
+score FR_TEST_BASE64_BAD 3.598
+score FR_WATCHES_HTTP 1.000
+score FS_ABIGGER 1.180
score FS_CAILIS 1.000
-score FS_WEIGHT_LOSS 1.290
-score FS_YOUR_PRESCRIP 0.408
-score HS_BOBAX_MID_1 1.000
-score HS_BOBAX_MID_2 0.402
-score HS_OUTLOOK_MID_NOBRK 0.051
+score FS_WEIGHT_LOSS 0.779
+score FS_YOUR_PRESCRIP 1.000
+score HS_BOBAX_MID_1 1.020
+score HS_BOBAX_MID_2 0.108
+score HS_OUTLOOK_MID_NOBRK 0.220
score HS_VPXL 1.000
-score JM_FAKE_PSMTP_RCVD 1.000
-score JM_NICE_GIRL 3.121
-score JM_REACTOR_MAILER 4.213
-score KB_DATE_CONTAINS_TAB 1.258
-score KB_FAKED_THE_BAT 1.609
-score KB_RATWARE_MSGID 4.418
+score JM_FAKE_PSMTP_RCVD 1.068
+score JM_NICE_GIRL 1.000
+score JM_REACTOR_MAILER 4.242
+score KB_DATE_CONTAINS_TAB 1.545
+score KB_FAKED_THE_BAT 3.448
+score KB_RATWARE_MSGID 4.404
score RP_MATCHES_RCVD -2.199
-score RP_MINUS 0.629
-score RP_UNDERLINE 1.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 0.661
-score TVD_NOT_SATISFIED 1.531
-score TVD_PCT_OFF 0.080
-score X_MAILER_CME_6543_MSN 0.622
+score RP_MINUS 1.157
+score RP_UNDERLINE 2.605
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 0.255
+score TVD_NOT_SATISFIED 0.221
+score TVD_PCT_OFF 0.069
+score X_MAILER_CME_6543_MSN 0.259
Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=659358&r1=659357&r2=659358&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Thu May 22 18:46:13 2008
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92478 5.056% (97.685% of non-spam corpus)
-# Correctly spam: 1376965 75.284% (79.394% of spam corpus)
-# False positives: 2192 0.120% (2.315% of nonspam, 489291 weighted)
-# False negatives: 357382 19.540% (20.606% of spam, 740674 weighted)
-# Average score for spam: 11.3 nonspam: -0.2
-# Average for false-pos: 6.1 false-neg: 2.1
-# TOTAL: 1829017 100.00%
+# Correctly non-spam: 93335 4.980% (97.663% of non-spam corpus)
+# Correctly spam: 1413214 75.397% (79.448% of spam corpus)
+# False positives: 2233 0.119% (2.337% of nonspam, 511215 weighted)
+# False negatives: 365574 19.504% (20.552% of spam, 730953 weighted)
+# Average score for spam: 11.1 nonspam: -0.2
+# Average for false-pos: 6.1 false-neg: 2.0
+# TOTAL: 1874356 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11689 97.79%
-# Correctly spam: 172236 79.40%
-# False positives: 264 2.21%
-# False negatives: 44681 20.60%
-# TCR(l=50): 3.747637 SpamRecall: 79.402% SpamPrec: 99.847%
+# Correctly non-spam: 11797 97.68%
+# Correctly spam: 176668 79.47%
+# False positives: 280 2.32%
+# False negatives: 45650 20.53%
+# TCR(l=50): 3.727041 SpamRecall: 79.466% SpamPrec: 99.842%
##### 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: 91244 96.38%
-# Correctly spam: 684526 39.47%
-# False positives: 3426 3.62%
-# False negatives: 1049821 60.53%
-# TCR(l=50): 1.420291 SpamRecall: 39.469% SpamPrec: 99.502%
+# Correctly non-spam: 92138 96.41%
+# Correctly spam: 692123 38.91%
+# False positives: 3430 3.59%
+# False negatives: 1086665 61.09%
+# TCR(l=50): 1.413795 SpamRecall: 38.910% SpamPrec: 99.507%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11513 96.32%
-# Correctly spam: 85247 39.30%
-# False positives: 440 3.68%
-# False negatives: 131670 60.70%
-# TCR(l=50): 1.411577 SpamRecall: 39.299% SpamPrec: 99.487%
+# Correctly non-spam: 11650 96.46%
+# Correctly spam: 86529 38.92%
+# False positives: 427 3.54%
+# False negatives: 135789 61.08%
+# TCR(l=50): 1.414786 SpamRecall: 38.921% SpamPrec: 99.509%
Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=659358&r1=659357&r2=659358&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Thu May 22 18:46:13 2008
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 72791 5.314% (99.338% of non-spam corpus)
-# Correctly spam: 1271181 92.805% (98.051% of spam corpus)
-# False positives: 485 0.035% (0.662% of nonspam, 332814 weighted)
-# False negatives: 25272 1.845% (1.949% of spam, 62733 weighted)
-# Average score for spam: 24.9 nonspam: -1.8
-# Average for false-pos: 7.8 false-neg: 2.5
-# TOTAL: 1369729 100.00%
+# Correctly non-spam: 72787 5.314% (99.334% of non-spam corpus)
+# Correctly spam: 1271068 92.799% (98.045% of spam corpus)
+# False positives: 488 0.036% (0.666% of nonspam, 332431 weighted)
+# False negatives: 25350 1.851% (1.955% of spam, 63208 weighted)
+# Average score for spam: 25.0 nonspam: -1.8
+# Average for false-pos: 7.7 false-neg: 2.5
+# TOTAL: 1369693 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 9168 99.27%
-# Correctly spam: 158924 98.08%
+# Correctly spam: 158901 98.07%
# False positives: 67 0.73%
-# False negatives: 3103 1.92%
-# TCR(l=50): 25.108787 SpamRecall: 98.085% SpamPrec: 99.958%
+# False negatives: 3120 1.93%
+# TCR(l=50): 25.041886 SpamRecall: 98.074% SpamPrec: 99.958%
##### 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: 72394 98.80%
-# Correctly spam: 1236891 95.41%
-# False positives: 882 1.20%
-# False negatives: 59562 4.59%
-# TCR(l=50): 12.506540 SpamRecall: 95.406% SpamPrec: 99.929%
+# Correctly non-spam: 72395 98.80%
+# Correctly spam: 1236866 95.41%
+# False positives: 880 1.20%
+# False negatives: 59552 4.59%
+# TCR(l=50): 12.519488 SpamRecall: 95.406% SpamPrec: 99.929%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 9120 98.75%
-# Correctly spam: 154603 95.42%
+# Correctly spam: 154591 95.41%
# False positives: 115 1.25%
-# False negatives: 7424 4.58%
-# TCR(l=50): 12.298998 SpamRecall: 95.418% SpamPrec: 99.926%
+# False negatives: 7430 4.59%
+# TCR(l=50): 12.292944 SpamRecall: 95.414% SpamPrec: 99.926%