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Posted to commits@spamassassin.apache.org by do...@apache.org on 2008/05/19 03:25:58 UTC
svn commit: r657709 - in /spamassassin/rules/trunk/scores: 72_scores.cf
scores-set0 scores-set1 stats-set0 stats-set1
Author: dos
Date: Sun May 18 18:25:58 2008
New Revision: 657709
URL: http://svn.apache.org/viewvc?rev=657709&view=rev
Log:
updated scores for revision 657514 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=657709&r1=657708&r2=657709&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Sun May 18 18:25:58 2008
@@ -1,43 +1,46 @@
-score AXB_XMID_DIGDOTSHRT 3.901 3.119 0.000 0.000
-score DOS_OE_TO_MX 4.392 2.416 0.000 0.000
-score DOS_OE_TO_MX_IMAGE 1.138 1.000 0.000 0.000
-score DOS_RCVD_IP_TWICE_B 2.723 0.149 0.000 0.000
-score DOS_RCVD_IP_TWICE_C 1.000 1.217 0.000 0.000
-score FB_ACHIEVE_BACH 1.000 1.000 0.000 0.000
-score FB_CASINO 1.186 1.024 0.000 0.000
-score FB_MED1CAT 1.256 1.000 0.000 0.000
-score FB_REPLICA_ROLEX 1.453 1.464 0.000 0.000
-score FB_STAMINA_IN_BED 1.755 0.847 0.000 0.000
-score FB_STRONGER_EJ 0.662 0.356 0.000 0.000
-score FB_YOUR_MED 1.266 2.576 0.000 0.000
-score FB_YOU_CAN_BECOME 3.574 1.304 0.000 0.000
-score FH_HOST_IN_ADDRARPA 2.651 0.892 0.000 0.000
-score FM_DEBT_HELP 1.052 1.507 0.000 0.000
-score FORGED_RELAY_MUA_TO_MX 3.165 1.968 0.000 0.000
-score FRT_APPROV 1.021 1.663 0.000 0.000
-score FRT_ERECTION 1.000 1.186 0.000 0.000
-score FRT_EXPERIENCE 2.559 1.000 0.000 0.000
-score FRT_PAYMENT 1.336 1.877 0.000 0.000
-score FR_TEST_BASE64_BAD 3.042 2.606 0.000 0.000
-score FR_WATCHES_HTTP 2.558 1.597 0.000 0.000
-score FS_ABIGGER 1.068 1.000 0.000 0.000
-score FS_CAILIS 0.758 0.129 0.000 0.000
-score FS_WEIGHT_LOSS 1.000 1.000 0.000 0.000
-score FS_YOUR_PRESCRIP 1.278 1.000 0.000 0.000
-score HS_BOBAX_MID_1 3.439 1.000 0.000 0.000
-score HS_BOBAX_MID_2 4.364 0.014 0.000 0.000
-score HS_OUTLOOK_MID_NOBRK 1.000 0.001 0.000 0.000
-score HS_VPXL 1.201 2.107 0.000 0.000
-score JM_FAKE_PSMTP_RCVD 0.876 1.000 0.000 0.000
-score JM_NICE_GIRL 1.000 1.527 0.000 0.000
-score JM_REACTOR_MAILER 4.170 4.499 0.000 0.000
-score KB_DATE_CONTAINS_TAB 0.937 2.072 0.000 0.000
-score KB_FAKED_THE_BAT 2.353 2.411 0.000 0.000
-score KB_RATWARE_MSGID 2.706 4.257 0.000 0.000
-score RP_MATCHES_RCVD -2.097 -2.099 0.000 0.000
-score RP_MINUS 1.000 1.000 0.000 0.000
-score RP_UNDERLINE 1.213 1.452 0.000 0.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.728 0.001 0.000 0.000
-score TVD_NOT_SATISFIED 1.000 1.768 0.000 0.000
-score TVD_PCT_OFF 1.378 0.171 0.000 0.000
-score X_MAILER_CME_6543_MSN 1.322 0.025 0.000 0.000
+score AXB_XMID_DIGDOTSHRT 3.776 3.426 0.000 0.000
+score DOS_OE_TO_MX 4.399 2.421 0.000 0.000
+score DOS_OE_TO_MX_IMAGE 1.000 0.242 0.000 0.000
+score DOS_RCVD_IP_TWICE_B 2.799 0.001 0.000 0.000
+score DOS_RCVD_IP_TWICE_C 1.000 0.985 0.000 0.000
+score FB_ACHIEVE_BACH 1.000 2.058 0.000 0.000
+score FB_CASINO 1.000 0.897 0.000 0.000
+score FB_MED1CAT 1.000 1.000 0.000 0.000
+score FB_REPLICA_ROLEX 1.000 0.944 0.000 0.000
+score FB_STAMINA_IN_BED 1.000 1.000 0.000 0.000
+score FB_STRONGER_EJ 1.000 0.965 0.000 0.000
+score FB_YOUR_MED 1.000 1.000 0.000 0.000
+score FB_YOU_CAN_BECOME 2.749 2.076 0.000 0.000
+score FH_HOST_IN_ADDRARPA 1.160 1.000 0.000 0.000
+score FM_DEBT_HELP 1.071 1.000 0.000 0.000
+score FORGED_RELAY_MUA_TO_MX 2.761 3.129 0.000 0.000
+score FRT_APPROV 1.000 1.721 0.000 0.000
+score FRT_ERECTION 1.578 1.000 0.000 0.000
+score FRT_EXPERIENCE 1.000 0.314 0.000 0.000
+score FRT_PAYMENT 1.000 1.988 0.000 0.000
+score FR_TEST_BASE64_BAD 3.047 3.189 0.000 0.000
+score FR_WATCHES_HTTP 0.716 0.966 0.000 0.000
+score FS_ABIGGER 1.000 1.000 0.000 0.000
+score FS_CAILIS 1.639 0.613 0.000 0.000
+score FS_WEIGHT_LOSS 1.000 1.466 0.000 0.000
+score FS_YOUR_PRESCRIP 0.297 0.287 0.000 0.000
+score HS_BOBAX_MID_1 3.944 1.456 0.000 0.000
+score HS_BOBAX_MID_2 4.309 0.082 0.000 0.000
+score HS_OUTLOOK_MID_NOBRK 1.000 0.133 0.000 0.000
+score HS_VPXL 2.619 0.694 0.000 0.000
+score JM_FAKE_PSMTP_RCVD 2.952 0.811 0.000 0.000
+score JM_NICE_GIRL 1.000 1.000 0.000 0.000
+score JM_REACTOR_MAILER 4.221 4.088 0.000 0.000
+score KB_DATE_CONTAINS_TAB 1.141 1.741 0.000 0.000
+score KB_FAKED_THE_BAT 1.000 1.992 0.000 0.000
+score KB_RATWARE_MSGID 3.289 4.316 0.000 0.000
+score RP_MATCHES_RCVD -2.094 -2.199 0.000 0.000
+score RP_MINUS 1.268 1.000 0.000 0.000
+score RP_UNDERLINE 2.215 2.068 0.000 0.000
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.281 0.180 0.000 0.000
+score TVD_FW_GRAPHIC_ID1 0.328 0.000 0.000 0.000
+score TVD_NOT_SATISFIED 1.000 0.724 0.000 0.000
+score TVD_PCT_OFF 0.715 0.018 0.000 0.000
+score TVD_SUBJ_FINGER_07 0.849 0.000 0.000 0.000
+score WHOIS_MONIKER_ROLE 0.000 0.000 0.000 0.000
+score X_MAILER_CME_6543_MSN 1.867 0.001 0.000 0.000
Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=657709&r1=657708&r2=657709&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Sun May 18 18:25:58 2008
@@ -1,49 +1,50 @@
-# Using score set 0 logs for revision 656973 from:
-# ham-bb-jm.log ham-bb-traps.log ham-dos.log ham-jm.log ham-theo.log ham-zmi.log spam-bb-jm.log spam-bb-traps.log spam-dos.log spam-jm.log spam-theo.log spam-zmi.log
+# Using score set 0 logs for revision 657514 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 3.901
-score DOS_OE_TO_MX 4.392
-score DOS_OE_TO_MX_IMAGE 1.138
-score DOS_RCVD_IP_TWICE_B 2.723
+score AXB_XMID_DIGDOTSHRT 3.776
+score DOS_OE_TO_MX 4.399
+score DOS_OE_TO_MX_IMAGE 1.000
+score DOS_RCVD_IP_TWICE_B 2.799
score DOS_RCVD_IP_TWICE_C 1.000
score FB_ACHIEVE_BACH 1.000
-score FB_CASINO 1.186
-score FB_MED1CAT 1.256
-score FB_REPLICA_ROLEX 1.453
-score FB_STAMINA_IN_BED 1.755
-score FB_STRONGER_EJ 0.662
-score FB_YOUR_MED 1.266
-score FB_YOU_CAN_BECOME 3.574
-score FH_HOST_IN_ADDRARPA 2.651
-score FM_DEBT_HELP 1.052
-score FORGED_RELAY_MUA_TO_MX 3.165
-score FRT_APPROV 1.021
-score FRT_ERECTION 1.000
-score FRT_EXPERIENCE 2.559
-score FRT_PAYMENT 1.336
-score FR_TEST_BASE64_BAD 3.042
-score FR_WATCHES_HTTP 2.558
-score FS_ABIGGER 1.068
-score FS_CAILIS 0.758
+score FB_CASINO 1.000
+score FB_MED1CAT 1.000
+score FB_REPLICA_ROLEX 1.000
+score FB_STAMINA_IN_BED 1.000
+score FB_STRONGER_EJ 1.000
+score FB_YOUR_MED 1.000
+score FB_YOU_CAN_BECOME 2.749
+score FH_HOST_IN_ADDRARPA 1.160
+score FM_DEBT_HELP 1.071
+score FORGED_RELAY_MUA_TO_MX 2.761
+score FRT_APPROV 1.000
+score FRT_ERECTION 1.578
+score FRT_EXPERIENCE 1.000
+score FRT_PAYMENT 1.000
+score FR_TEST_BASE64_BAD 3.047
+score FR_WATCHES_HTTP 0.716
+score FS_ABIGGER 1.000
+score FS_CAILIS 1.639
score FS_WEIGHT_LOSS 1.000
-score FS_YOUR_PRESCRIP 1.278
-score HS_BOBAX_MID_1 3.439
-score HS_BOBAX_MID_2 4.364
+score FS_YOUR_PRESCRIP 0.297
+score HS_BOBAX_MID_1 3.944
+score HS_BOBAX_MID_2 4.309
score HS_OUTLOOK_MID_NOBRK 1.000
-score HS_VPXL 1.201
-score JM_FAKE_PSMTP_RCVD 0.876
+score HS_VPXL 2.619
+score JM_FAKE_PSMTP_RCVD 2.952
score JM_NICE_GIRL 1.000
-score JM_REACTOR_MAILER 4.170
-score KB_DATE_CONTAINS_TAB 0.937
-score KB_FAKED_THE_BAT 2.353
-score KB_RATWARE_MSGID 2.706
-score RP_MATCHES_RCVD -2.097
-score RP_MINUS 1.000
-score RP_UNDERLINE 1.213
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.728
+score JM_REACTOR_MAILER 4.221
+score KB_DATE_CONTAINS_TAB 1.141
+score KB_FAKED_THE_BAT 1.000
+score KB_RATWARE_MSGID 3.289
+score RP_MATCHES_RCVD -2.094
+score RP_MINUS 1.268
+score RP_UNDERLINE 2.215
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.281
+score TVD_FW_GRAPHIC_ID1 0.328
score TVD_NOT_SATISFIED 1.000
-score TVD_PCT_OFF 1.378
-score TVD_SUBJ_FINGER_07 1.000
-score X_MAILER_CME_6543_MSN 1.322
+score TVD_PCT_OFF 0.715
+score TVD_SUBJ_FINGER_07 0.849
+score X_MAILER_CME_6543_MSN 1.867
# 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=657709&r1=657708&r2=657709&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Sun May 18 18:25:58 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 spam-net-bb-jm.log spam-net-bb-traps.log spam-net-dos.log spam-net-jm.log spam-net-theo.log
+# 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 3.119
-score DOS_OE_TO_MX 2.416
-score DOS_OE_TO_MX_IMAGE 1.000
-score DOS_RCVD_IP_TWICE_B 0.149
-score DOS_RCVD_IP_TWICE_C 1.217
-score FB_ACHIEVE_BACH 1.000
-score FB_CASINO 1.024
+score AXB_XMID_DIGDOTSHRT 3.426
+score DOS_OE_TO_MX 2.421
+score DOS_OE_TO_MX_IMAGE 0.242
+score DOS_RCVD_IP_TWICE_B 0.001
+score DOS_RCVD_IP_TWICE_C 0.985
+score FB_ACHIEVE_BACH 2.058
+score FB_CASINO 0.897
score FB_MED1CAT 1.000
-score FB_REPLICA_ROLEX 1.464
-score FB_STAMINA_IN_BED 0.847
-score FB_STRONGER_EJ 0.356
-score FB_YOUR_MED 2.576
-score FB_YOU_CAN_BECOME 1.304
-score FH_HOST_IN_ADDRARPA 0.892
-score FM_DEBT_HELP 1.507
-score FORGED_RELAY_MUA_TO_MX 1.968
-score FRT_APPROV 1.663
-score FRT_ERECTION 1.186
-score FRT_EXPERIENCE 1.000
-score FRT_PAYMENT 1.877
-score FR_TEST_BASE64_BAD 2.606
-score FR_WATCHES_HTTP 1.597
+score FB_REPLICA_ROLEX 0.944
+score FB_STAMINA_IN_BED 1.000
+score FB_STRONGER_EJ 0.965
+score FB_YOUR_MED 1.000
+score FB_YOU_CAN_BECOME 2.076
+score FH_HOST_IN_ADDRARPA 1.000
+score FM_DEBT_HELP 1.000
+score FORGED_RELAY_MUA_TO_MX 3.129
+score FRT_APPROV 1.721
+score FRT_ERECTION 1.000
+score FRT_EXPERIENCE 0.314
+score FRT_PAYMENT 1.988
+score FR_TEST_BASE64_BAD 3.189
+score FR_WATCHES_HTTP 0.966
score FS_ABIGGER 1.000
-score FS_CAILIS 0.129
-score FS_WEIGHT_LOSS 1.000
-score FS_YOUR_PRESCRIP 1.000
-score HS_BOBAX_MID_1 1.000
-score HS_BOBAX_MID_2 0.014
-score HS_OUTLOOK_MID_NOBRK 0.001
-score HS_VPXL 2.107
-score JM_FAKE_PSMTP_RCVD 1.000
-score JM_NICE_GIRL 1.527
-score JM_REACTOR_MAILER 4.499
-score KB_DATE_CONTAINS_TAB 2.072
-score KB_FAKED_THE_BAT 2.411
-score KB_RATWARE_MSGID 4.257
-score RP_MATCHES_RCVD -2.099
+score FS_CAILIS 0.613
+score FS_WEIGHT_LOSS 1.466
+score FS_YOUR_PRESCRIP 0.287
+score HS_BOBAX_MID_1 1.456
+score HS_BOBAX_MID_2 0.082
+score HS_OUTLOOK_MID_NOBRK 0.133
+score HS_VPXL 0.694
+score JM_FAKE_PSMTP_RCVD 0.811
+score JM_NICE_GIRL 1.000
+score JM_REACTOR_MAILER 4.088
+score KB_DATE_CONTAINS_TAB 1.741
+score KB_FAKED_THE_BAT 1.992
+score KB_RATWARE_MSGID 4.316
+score RP_MATCHES_RCVD -2.199
score RP_MINUS 1.000
-score RP_UNDERLINE 1.452
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 0.001
-score TVD_NOT_SATISFIED 1.768
-score TVD_PCT_OFF 0.171
-score X_MAILER_CME_6543_MSN 0.025
+score RP_UNDERLINE 2.068
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 0.180
+score TVD_NOT_SATISFIED 0.724
+score TVD_PCT_OFF 0.018
+score X_MAILER_CME_6543_MSN 0.001
Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=657709&r1=657708&r2=657709&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Sun May 18 18:25:58 2008
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 98819 5.333% (97.742% of non-spam corpus)
-# Correctly spam: 1407443 75.956% (80.339% of spam corpus)
-# False positives: 2283 0.123% (2.258% of nonspam, 494534 weighted)
-# False negatives: 344433 18.588% (19.661% of spam, 704447 weighted)
+# Correctly non-spam: 93637 5.037% (97.635% of non-spam corpus)
+# Correctly spam: 1413052 76.010% (80.144% of spam corpus)
+# False positives: 2268 0.122% (2.365% of nonspam, 520155 weighted)
+# False negatives: 350080 18.831% (19.856% of spam, 711654 weighted)
# Average score for spam: 11.8 nonspam: -0.2
-# Average for false-pos: 6.3 false-neg: 2.0
-# TOTAL: 1852978 100.00%
+# Average for false-pos: 6.2 false-neg: 2.0
+# TOTAL: 1859037 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 12503 97.83%
-# Correctly spam: 175903 80.30%
-# False positives: 277 2.17%
-# False negatives: 43165 19.70%
-# TCR(l=50): 3.842287 SpamRecall: 80.296% SpamPrec: 99.843%
+# Correctly non-spam: 11836 97.69%
+# Correctly spam: 176893 80.25%
+# False positives: 280 2.31%
+# False negatives: 43545 19.75%
+# TCR(l=50): 3.830706 SpamRecall: 80.246% 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: 97627 96.56%
-# Correctly spam: 696535 39.76%
-# False positives: 3475 3.44%
-# False negatives: 1055341 60.24%
-# TCR(l=50): 1.425343 SpamRecall: 39.759% SpamPrec: 99.504%
+# Correctly non-spam: 92402 96.35%
+# Correctly spam: 695847 39.47%
+# False positives: 3503 3.65%
+# False negatives: 1067285 60.53%
+# TCR(l=50): 1.419094 SpamRecall: 39.467% SpamPrec: 99.499%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 12350 96.64%
-# Correctly spam: 87083 39.75%
-# False positives: 430 3.36%
-# False negatives: 131985 60.25%
-# TCR(l=50): 1.427293 SpamRecall: 39.752% SpamPrec: 99.509%
+# Correctly non-spam: 11692 96.50%
+# Correctly spam: 87032 39.48%
+# False positives: 424 3.50%
+# False negatives: 133406 60.52%
+# TCR(l=50): 1.425805 SpamRecall: 39.481% SpamPrec: 99.515%
Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=657709&r1=657708&r2=657709&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Sun May 18 18:25:58 2008
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67347 4.940% (99.393% of non-spam corpus)
-# Correctly spam: 1270121 93.168% (98.041% of spam corpus)
-# False positives: 411 0.030% (0.607% of nonspam, 301706 weighted)
-# False negatives: 25385 1.862% (1.959% of spam, 63723 weighted)
-# Average score for spam: 25.0 nonspam: -1.9
+# Correctly non-spam: 72792 5.314% (99.337% of non-spam corpus)
+# Correctly spam: 1271189 92.802% (98.048% of spam corpus)
+# False positives: 486 0.035% (0.663% of nonspam, 332200 weighted)
+# False negatives: 25314 1.848% (1.952% of spam, 62962 weighted)
+# Average score for spam: 24.9 nonspam: -1.8
# Average for false-pos: 7.7 false-neg: 2.5
-# TOTAL: 1363264 100.00%
+# TOTAL: 1369781 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 8491 99.33%
-# Correctly spam: 158783 98.07%
-# False positives: 57 0.67%
+# Correctly non-spam: 9167 99.26%
+# Correctly spam: 158909 98.07%
+# False positives: 68 0.74%
# False negatives: 3125 1.93%
-# TCR(l=50): 27.097573 SpamRecall: 98.070% SpamPrec: 99.964%
+# TCR(l=50): 24.832797 SpamRecall: 98.071% SpamPrec: 99.957%
##### 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: 66947 98.80%
-# Correctly spam: 1236161 95.42%
-# False positives: 811 1.20%
-# False negatives: 59345 4.58%
-# TCR(l=50): 12.968677 SpamRecall: 95.419% SpamPrec: 99.934%
+# Correctly non-spam: 72397 98.80%
+# Correctly spam: 1236941 95.41%
+# False positives: 881 1.20%
+# False negatives: 59562 4.59%
+# TCR(l=50): 12.513058 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: 8441 98.75%
-# Correctly spam: 154506 95.43%
-# False positives: 107 1.25%
-# False negatives: 7402 4.57%
-# TCR(l=50): 12.696675 SpamRecall: 95.428% SpamPrec: 99.931%
+# Correctly non-spam: 9118 98.73%
+# Correctly spam: 154597 95.41%
+# False positives: 117 1.27%
+# False negatives: 7437 4.59%
+# TCR(l=50): 12.194927 SpamRecall: 95.410% SpamPrec: 99.924%