You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@spamassassin.apache.org by do...@apache.org on 2008/03/04 02:57:53 UTC
svn commit: r633351 - in /spamassassin/rules/trunk/scores: 72_scores.cf
scores-set0 scores-set1 stats-set0 stats-set1
Author: dos
Date: Mon Mar 3 17:57:47 2008
New Revision: 633351
URL: http://svn.apache.org/viewvc?rev=633351&view=rev
Log:
updated scores for revision 632984 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=633351&r1=633350&r2=633351&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/72_scores.cf (original)
+++ spamassassin/rules/trunk/scores/72_scores.cf Mon Mar 3 17:57:47 2008
@@ -1,49 +1,55 @@
-score AXB_RCVD_ZOOBSEND 2.962 2.522 0.000 0.000
-score AXB_RCVD_ZOONAT 2.302 3.102 0.000 0.000
-score AXB_XMID_DIGDOTSHRT 3.560 3.596 0.000 0.000
-score DOS_FORGED_RCVD_QUADS 0.687 1.000 0.000 0.000
+score AXB_RCVD_ZOOBSEND 1.618 1.291 0.000 0.000
+score AXB_RCVD_ZOONAT 1.992 2.417 0.000 0.000
+score AXB_XMID_DIGDOTSHRT 2.777 3.444 0.000 0.000
+score DOS_FORGED_RCVD_QUADS 1.000 1.000 0.000 0.000
score DOS_OE_TO_MX 4.399 4.399 0.000 0.000
-score DOS_OE_TO_MX_IMAGE 1.000 0.253 0.000 0.000
-score DOS_OUTLOOK_TO_MX 3.514 2.275 0.000 0.000
-score DOS_OUTLOOK_TO_MX_IMAGE 1.129 1.000 0.000 0.000
-score DOS_RCVD_IP_TWICE_B 2.677 1.571 0.000 0.000
-score DOS_RCVD_IP_TWICE_C 1.000 1.000 0.000 0.000
-score FB_ACHIEVE_BACH 0.712 1.000 0.000 0.000
-score FB_B0NUS 0.096 0.000 0.000 0.000
-score FB_CASINO 2.507 0.000 0.000 0.000
-score FB_MED1CAT 1.000 1.160 0.000 0.000
-score FB_REPLICA_ROLEX 1.000 1.000 0.000 0.000
-score FB_SMALL_PEN 1.207 0.162 0.000 0.000
-score FB_STRONGER_EJ 0.710 0.760 0.000 0.000
-score FB_YOUR_MED 1.000 1.545 0.000 0.000
-score FB_YOUR_WOMAN 1.572 1.271 0.000 0.000
-score FM_DEBT_HELP 1.000 0.968 0.000 0.000
-score FRT_ERECTION 1.068 1.000 0.000 0.000
-score FS_ABIGGER 1.000 1.000 0.000 0.000
-score FS_CAILIS 0.583 1.000 0.000 0.000
-score FS_LOWER_YOUR 1.049 1.000 0.000 0.000
-score IMG_ALT_HSPACE_CID_ALIGN 1.000 0.801 0.000 0.000
-score IMG_CID_PART1 0.383 1.151 0.000 0.000
-score JM_FAKE_PSMTP_RCVD 0.643 1.133 0.000 0.000
-score JM_GMT_RCVD 0.788 0.103 0.000 0.000
-score JM_I_FEEL_LUCKY 0.536 0.000 0.000 0.000
-score JM_NICE_GIRL 1.000 1.000 0.000 0.000
-score JM_SOUGHT_1 3.408 2.954 0.000 0.000
-score JM_SOUGHT_2 3.068 1.021 0.000 0.000
-score KAM_LOTTO1 1.366 2.374 0.000 0.000
-score KB_DATE_CONTAINS_TAB 1.487 3.017 0.000 0.000
-score KB_FAKED_THE_BAT 1.911 1.000 0.000 0.000
-score KB_RATWARE_MSGID 2.582 3.318 0.000 0.000
-score RP_LASTNAME 1.000 1.183 0.000 0.000
+score DOS_OE_TO_MX_IMAGE 1.000 0.514 0.000 0.000
+score DOS_OUTLOOK_TO_MX 1.000 2.650 0.000 0.000
+score DOS_OUTLOOK_TO_MX_IMAGE 0.848 1.000 0.000 0.000
+score DOS_RCVD_IP_TWICE_B 2.420 1.702 0.000 0.000
+score DOS_RCVD_IP_TWICE_C 3.279 1.000 0.000 0.000
+score FB_ACHIEVE_BACH 1.090 1.304 0.000 0.000
+score FB_B0NUS 0.545 0.000 0.000 0.000
+score FB_CASINO 1.000 0.000 0.000 0.000
+score FB_INCREASE_VOL 1.000 0.000 0.000 0.000
+score FB_MED1CAT 1.000 1.000 0.000 0.000
+score FB_REPLICA_ROLEX 1.000 0.456 0.000 0.000
+score FB_SMALL_PEN 1.000 1.000 0.000 0.000
+score FB_STRONGER_EJ 1.000 1.000 0.000 0.000
+score FB_YOUR_MED 0.694 1.000 0.000 0.000
+score FB_YOUR_WOMAN 0.757 1.389 0.000 0.000
+score FH_HOST_IN_ADDRARPA 1.426 0.000 0.000 0.000
+score FM_DEBT_HELP 0.898 0.875 0.000 0.000
+score FORGED_RELAY_MUA_TO_MX 1.000 0.000 0.000 0.000
+score FRT_COCK 1.000 0.000 0.000 0.000
+score FRT_ERECTION 0.920 1.000 0.000 0.000
+score FRT_PACKAGE 1.000 0.000 0.000 0.000
+score FS_ABIGGER 0.745 1.124 0.000 0.000
+score FS_CAILIS 1.960 1.000 0.000 0.000
+score FS_LOWER_YOUR 1.000 1.424 0.000 0.000
+score IMG_ALT_HSPACE_CID_ALIGN 2.305 2.638 0.000 0.000
+score IMG_CID_PART1 1.000 1.000 0.000 0.000
+score JM_FAKE_PSMTP_RCVD 0.597 1.000 0.000 0.000
+score JM_GMT_RCVD 3.261 0.651 0.000 0.000
+score JM_I_FEEL_LUCKY 0.233 0.000 0.000 0.000
+score JM_NICE_GIRL 1.534 3.514 0.000 0.000
+score JM_SOUGHT_1 2.032 2.410 0.000 0.000
+score JM_SOUGHT_2 3.888 2.642 0.000 0.000
+score JM_SOUGHT_3 4.399 0.000 0.000 0.000
+score KAM_LOTTO1 1.032 0.958 0.000 0.000
+score KB_DATE_CONTAINS_TAB 1.259 2.987 0.000 0.000
+score KB_FAKED_THE_BAT 1.418 1.957 0.000 0.000
+score KB_RATWARE_MSGID 1.508 4.182 0.000 0.000
+score RP_LASTNAME 2.653 1.000 0.000 0.000
score RP_MATCHES_RCVD -2.099 -2.199 0.000 0.000
-score RP_MINUS 2.335 1.941 0.000 0.000
-score RP_UNDERLINE 2.322 1.122 0.000 0.000
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.622 1.000 0.000 0.000
-score TVD_GOOG_LUCKY 3.999 3.799 0.000 0.000
-score TVD_PCT_OFF 1.615 1.000 0.000 0.000
-score TVD_SUBJ_FINGER_07 2.276 0.944 0.000 0.000
-score URIBL_RHS_AHBL 0.000 0.114 0.000 0.000
-score URIBL_XBL 0.000 0.831 0.000 0.000
+score RP_MINUS 0.338 1.999 0.000 0.000
+score RP_UNDERLINE 2.178 2.257 0.000 0.000
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.635 0.956 0.000 0.000
+score TVD_GOOG_LUCKY 3.320 3.210 0.000 0.000
+score TVD_PCT_OFF 2.275 0.532 0.000 0.000
+score TVD_SUBJ_FINGER_07 1.000 1.000 0.000 0.000
+score URIBL_RHS_AHBL 0.000 0.001 0.000 0.000
+score URIBL_XBL 0.000 1.000 0.000 0.000
score WHOIS_MONIKER_ROLE 0.000 0.000 0.000 0.000
score X_MAILER_CME_6543_MSN 1.000 1.000 0.000 0.000
-score YAHOO_RDS_REDIR 1.000 0.906 0.000 0.000
+score YAHOO_RDS_REDIR 0.200 0.815 0.000 0.000
Modified: spamassassin/rules/trunk/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set0?rev=633351&r1=633350&r2=633351&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set0 (original)
+++ spamassassin/rules/trunk/scores/scores-set0 Mon Mar 3 17:57:47 2008
@@ -1,52 +1,58 @@
-# Using score set 0 logs for revision 632722 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 632984 from:
+# ham-bb-jm.log ham-bb-zmi.log ham-dos.log ham-jm.log ham-theo.log spam-bb-jm.log spam-bb-zmi.log spam-dos.log spam-jm.log spam-theo.log
-score AXB_RCVD_ZOOBSEND 2.962
-score AXB_RCVD_ZOONAT 2.302
-score AXB_XMID_DIGDOTSHRT 3.560
-score DOS_FORGED_RCVD_QUADS 0.687
+score AXB_RCVD_ZOOBSEND 1.618
+score AXB_RCVD_ZOONAT 1.992
+score AXB_XMID_DIGDOTSHRT 2.777
+score DOS_FORGED_RCVD_QUADS 1.000
score DOS_OE_TO_MX 4.399
score DOS_OE_TO_MX_IMAGE 1.000
-score DOS_OUTLOOK_TO_MX 3.514
-score DOS_OUTLOOK_TO_MX_IMAGE 1.129
-score DOS_RCVD_IP_TWICE_B 2.677
-score DOS_RCVD_IP_TWICE_C 1.000
-score FB_ACHIEVE_BACH 0.712
-score FB_B0NUS 0.096
-score FB_CASINO 2.507
+score DOS_OUTLOOK_TO_MX 1.000
+score DOS_OUTLOOK_TO_MX_IMAGE 0.848
+score DOS_RCVD_IP_TWICE_B 2.420
+score DOS_RCVD_IP_TWICE_C 3.279
+score FB_ACHIEVE_BACH 1.090
+score FB_B0NUS 0.545
+score FB_CASINO 1.000
+score FB_INCREASE_VOL 1.000
score FB_MED1CAT 1.000
score FB_REPLICA_ROLEX 1.000
-score FB_SMALL_PEN 1.207
-score FB_STRONGER_EJ 0.710
-score FB_YOUR_MED 1.000
-score FB_YOUR_WOMAN 1.572
-score FM_DEBT_HELP 1.000
-score FRT_ERECTION 1.068
-score FS_ABIGGER 1.000
-score FS_CAILIS 0.583
-score FS_LOWER_YOUR 1.049
-score IMG_ALT_HSPACE_CID_ALIGN 1.000
-score IMG_CID_PART1 0.383
-score JM_FAKE_PSMTP_RCVD 0.643
-score JM_GMT_RCVD 0.788
-score JM_I_FEEL_LUCKY 0.536
-score JM_NICE_GIRL 1.000
-score JM_SOUGHT_1 3.408
-score JM_SOUGHT_2 3.068
-score KAM_LOTTO1 1.366
-score KB_DATE_CONTAINS_TAB 1.487
-score KB_FAKED_THE_BAT 1.911
-score KB_RATWARE_MSGID 2.582
-score RP_LASTNAME 1.000
+score FB_SMALL_PEN 1.000
+score FB_STRONGER_EJ 1.000
+score FB_YOUR_MED 0.694
+score FB_YOUR_WOMAN 0.757
+score FH_HOST_IN_ADDRARPA 1.426
+score FM_DEBT_HELP 0.898
+score FORGED_RELAY_MUA_TO_MX 1.000
+score FRT_COCK 1.000
+score FRT_ERECTION 0.920
+score FRT_PACKAGE 1.000
+score FS_ABIGGER 0.745
+score FS_CAILIS 1.960
+score FS_LOWER_YOUR 1.000
+score IMG_ALT_HSPACE_CID_ALIGN 2.305
+score IMG_CID_PART1 1.000
+score JM_FAKE_PSMTP_RCVD 0.597
+score JM_GMT_RCVD 3.261
+score JM_I_FEEL_LUCKY 0.233
+score JM_NICE_GIRL 1.534
+score JM_SOUGHT_1 2.032
+score JM_SOUGHT_2 3.888
+score JM_SOUGHT_3 4.399
+score KAM_LOTTO1 1.032
+score KB_DATE_CONTAINS_TAB 1.259
+score KB_FAKED_THE_BAT 1.418
+score KB_RATWARE_MSGID 1.508
+score RP_LASTNAME 2.653
score RP_MATCHES_RCVD -2.099
-score RP_MINUS 2.335
-score RP_UNDERLINE 2.322
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 2.622
-score TVD_GOOG_LUCKY 3.999
-score TVD_PCT_OFF 1.615
-score TVD_SUBJ_FINGER_07 2.276
+score RP_MINUS 0.338
+score RP_UNDERLINE 2.178
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 3.635
+score TVD_GOOG_LUCKY 3.320
+score TVD_PCT_OFF 2.275
+score TVD_SUBJ_FINGER_07 1.000
score X_MAILER_CME_6543_MSN 1.000
-score YAHOO_RDS_REDIR 1.000
+score YAHOO_RDS_REDIR 0.200
# in active.list but have no hits in recent corpus
score URIBL_RHS_AHBL 0.000
score URIBL_XBL 0.000
Modified: spamassassin/rules/trunk/scores/scores-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/scores-set1?rev=633351&r1=633350&r2=633351&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/scores-set1 (original)
+++ spamassassin/rules/trunk/scores/scores-set1 Mon Mar 3 17:57:47 2008
@@ -1,48 +1,48 @@
# Using score set 1 logs for revision 632569 from:
# 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-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 2.522
-score AXB_RCVD_ZOONAT 3.102
-score AXB_XMID_DIGDOTSHRT 3.596
+score AXB_RCVD_ZOOBSEND 1.291
+score AXB_RCVD_ZOONAT 2.417
+score AXB_XMID_DIGDOTSHRT 3.444
score DOS_FORGED_RCVD_QUADS 1.000
score DOS_OE_TO_MX 4.399
-score DOS_OE_TO_MX_IMAGE 0.253
-score DOS_OUTLOOK_TO_MX 2.275
+score DOS_OE_TO_MX_IMAGE 0.514
+score DOS_OUTLOOK_TO_MX 2.650
score DOS_OUTLOOK_TO_MX_IMAGE 1.000
-score DOS_RCVD_IP_TWICE_B 1.571
+score DOS_RCVD_IP_TWICE_B 1.702
score DOS_RCVD_IP_TWICE_C 1.000
-score FB_ACHIEVE_BACH 1.000
-score FB_MED1CAT 1.160
-score FB_REPLICA_ROLEX 1.000
-score FB_SMALL_PEN 0.162
-score FB_STRONGER_EJ 0.760
-score FB_YOUR_MED 1.545
-score FB_YOUR_WOMAN 1.271
-score FM_DEBT_HELP 0.968
+score FB_ACHIEVE_BACH 1.304
+score FB_MED1CAT 1.000
+score FB_REPLICA_ROLEX 0.456
+score FB_SMALL_PEN 1.000
+score FB_STRONGER_EJ 1.000
+score FB_YOUR_MED 1.000
+score FB_YOUR_WOMAN 1.389
+score FM_DEBT_HELP 0.875
score FRT_ERECTION 1.000
-score FS_ABIGGER 1.000
+score FS_ABIGGER 1.124
score FS_CAILIS 1.000
-score FS_LOWER_YOUR 1.000
-score IMG_ALT_HSPACE_CID_ALIGN 0.801
-score IMG_CID_PART1 1.151
-score JM_FAKE_PSMTP_RCVD 1.133
-score JM_GMT_RCVD 0.103
-score JM_NICE_GIRL 1.000
-score JM_SOUGHT_1 2.954
-score JM_SOUGHT_2 1.021
-score KAM_LOTTO1 2.374
-score KB_DATE_CONTAINS_TAB 3.017
-score KB_FAKED_THE_BAT 1.000
-score KB_RATWARE_MSGID 3.318
-score RP_LASTNAME 1.183
+score FS_LOWER_YOUR 1.424
+score IMG_ALT_HSPACE_CID_ALIGN 2.638
+score IMG_CID_PART1 1.000
+score JM_FAKE_PSMTP_RCVD 1.000
+score JM_GMT_RCVD 0.651
+score JM_NICE_GIRL 3.514
+score JM_SOUGHT_1 2.410
+score JM_SOUGHT_2 2.642
+score KAM_LOTTO1 0.958
+score KB_DATE_CONTAINS_TAB 2.987
+score KB_FAKED_THE_BAT 1.957
+score KB_RATWARE_MSGID 4.182
+score RP_LASTNAME 1.000
score RP_MATCHES_RCVD -2.199
-score RP_MINUS 1.941
-score RP_UNDERLINE 1.122
-score STOX_REPLY_TYPE_WITHOUT_QUOTES 1.000
-score TVD_GOOG_LUCKY 3.799
-score TVD_PCT_OFF 1.000
-score TVD_SUBJ_FINGER_07 0.944
-score URIBL_RHS_AHBL 0.114
-score URIBL_XBL 0.831
+score RP_MINUS 1.999
+score RP_UNDERLINE 2.257
+score STOX_REPLY_TYPE_WITHOUT_QUOTES 0.956
+score TVD_GOOG_LUCKY 3.210
+score TVD_PCT_OFF 0.532
+score TVD_SUBJ_FINGER_07 1.000
+score URIBL_RHS_AHBL 0.001
+score URIBL_XBL 1.000
score X_MAILER_CME_6543_MSN 1.000
-score YAHOO_RDS_REDIR 0.906
+score YAHOO_RDS_REDIR 0.815
Modified: spamassassin/rules/trunk/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set0?rev=633351&r1=633350&r2=633351&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set0 (original)
+++ spamassassin/rules/trunk/scores/stats-set0 Mon Mar 3 17:57:47 2008
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92479 6.291% (97.863% of non-spam corpus)
-# Correctly spam: 1190797 81.010% (86.576% of spam corpus)
-# False positives: 2019 0.137% (2.137% of nonspam, 353973 weighted)
-# False negatives: 184635 12.561% (13.424% of spam, 487006 weighted)
-# Average score for spam: 12.7 nonspam: -0.3
-# Average for false-pos: 6.0 false-neg: 2.6
-# TOTAL: 1469930 100.00%
+# Correctly non-spam: 92000 6.250% (97.886% of non-spam corpus)
+# Correctly spam: 1222137 83.031% (88.695% of spam corpus)
+# False positives: 1987 0.135% (2.114% of nonspam, 351187 weighted)
+# False negatives: 155775 10.583% (11.305% of spam, 415646 weighted)
+# Average score for spam: 13.3 nonspam: -0.3
+# Average for false-pos: 6.0 false-neg: 2.7
+# TOTAL: 1471899 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11676 97.82%
-# Correctly spam: 148619 86.45%
-# False positives: 260 2.18%
-# False negatives: 23294 13.55%
-# TCR(l=50): 4.736678 SpamRecall: 86.450% SpamPrec: 99.825%
+# Correctly non-spam: 11625 97.97%
+# Correctly spam: 152572 88.59%
+# False positives: 241 2.03%
+# False negatives: 19649 11.41%
+# TCR(l=50): 5.433011 SpamRecall: 88.591% 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: 91050 96.35%
-# Correctly spam: 724884 52.70%
-# False positives: 3448 3.65%
-# False negatives: 650548 47.30%
-# TCR(l=50): 1.671347 SpamRecall: 52.702% SpamPrec: 99.527%
+# Correctly non-spam: 90589 96.38%
+# Correctly spam: 727367 52.79%
+# False positives: 3398 3.62%
+# False negatives: 650545 47.21%
+# TCR(l=50): 1.679469 SpamRecall: 52.788% SpamPrec: 99.535%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 11502 96.36%
-# Correctly spam: 90300 52.53%
-# False positives: 434 3.64%
-# False negatives: 81613 47.47%
-# TCR(l=50): 1.664002 SpamRecall: 52.527% SpamPrec: 99.522%
+# Correctly non-spam: 11461 96.59%
+# Correctly spam: 90415 52.50%
+# False positives: 405 3.41%
+# False negatives: 81806 47.50%
+# TCR(l=50): 1.687515 SpamRecall: 52.499% SpamPrec: 99.554%
Modified: spamassassin/rules/trunk/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/rules/trunk/scores/stats-set1?rev=633351&r1=633350&r2=633351&view=diff
==============================================================================
--- spamassassin/rules/trunk/scores/stats-set1 (original)
+++ spamassassin/rules/trunk/scores/stats-set1 Mon Mar 3 17:57:47 2008
@@ -1,12 +1,12 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 71139 6.683% (99.512% of non-spam corpus)
-# Correctly spam: 983531 92.391% (99.042% of spam corpus)
-# False positives: 349 0.033% (0.488% of nonspam, 153728 weighted)
-# False negatives: 9511 0.893% (0.958% of spam, 30974 weighted)
-# Average score for spam: 28.3 nonspam: -1.6
-# Average for false-pos: 6.3 false-neg: 3.3
+# Correctly non-spam: 71135 6.682% (99.506% of non-spam corpus)
+# Correctly spam: 983809 92.417% (99.070% of spam corpus)
+# False positives: 353 0.033% (0.494% of nonspam, 155166 weighted)
+# False negatives: 9233 0.867% (0.930% of spam, 29798 weighted)
+# Average score for spam: 28.5 nonspam: -1.6
+# Average for false-pos: 6.3 false-neg: 3.2
# TOTAL: 1064530 100.00%
Reading scores from "tmprules"...
@@ -14,10 +14,10 @@
# SUMMARY for threshold 5.0:
# Correctly non-spam: 8969 99.50%
-# Correctly spam: 122771 99.05%
+# Correctly spam: 122813 99.09%
# False positives: 45 0.50%
-# False negatives: 1173 0.95%
-# TCR(l=50): 36.209173 SpamRecall: 99.054% SpamPrec: 99.963%
+# False negatives: 1131 0.91%
+# TCR(l=50): 36.658977 SpamRecall: 99.087% SpamPrec: 99.963%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...