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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/07/20 05:03:22 UTC
svn commit: r1863447 [2/2] - in /spamassassin/trunk/rulesrc/scores:
72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0
stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1863447&r1=1863446&r2=1863447&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jul 20 05:03:22 2019
@@ -3,207 +3,202 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 1.761
+score AC_FROM_MANY_DOTS 2.199
score AC_HTML_NONSENSE_TAGS 1.999
-score ADVANCE_FEE_2_NEW_MONEY 0.358
-score ADVANCE_FEE_3_NEW 3.466
-score ADVANCE_FEE_3_NEW_MONEY 0.263
-score ADVANCE_FEE_4_NEW 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.606
-score ADVANCE_FEE_4_NEW_MONEY 2.799
-score ADVANCE_FEE_5_NEW 2.599
+score ADVANCE_FEE_2_NEW_MONEY 0.285
+score ADVANCE_FEE_3_NEW 3.463
+score ADVANCE_FEE_3_NEW_MONEY 0.249
+score ADVANCE_FEE_4_NEW 2.599
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.274
+score ADVANCE_FEE_4_NEW_MONEY 2.800
+score ADVANCE_FEE_5_NEW 2.600
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.412
+score ADVANCE_FEE_5_NEW_MONEY 0.859
score AD_PREFS 0.499
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score ANY_PILL_PRICE 1.493
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.278
-score BIGNUM_EMAILS 2.712
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.502
+score BIGNUM_EMAILS 2.761
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.024
+score BITCOIN_EXTORT_01 4.129
score BITCOIN_MALWARE 3.499
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_01 0.001
-score BITCOIN_SPAM_02 2.500
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 0.494
+score BITCOIN_SPAM_06 0.633
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_08 2.402
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_SPAM_11 0.810
+score BITCOIN_SPAM_08 2.403
+score BITCOIN_SPAM_09 1.262
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 0.049
-score BODY_SINGLE_WORD 2.398
+score BODY_SINGLE_WORD 2.397
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 1.591
-score CANT_SEE_AD 0.613
+score BOGUS_MSM_HDRS 1.374
+score CANT_SEE_AD 1.507
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
-score DATE_IN_FUTURE_96_Q 2.799
-score DEAR_BENEFICIARY 2.397
-score DKIMWL_BL 2.518
+score CK_HELO_GENERIC 0.250
+score DATE_IN_FUTURE_96_Q 2.699
+score DEAR_BENEFICIARY 3.064
+score DKIMWL_BL 2.521
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.124
-score DX_TEXT_03 0.850
-score FAKE_REPLY_A1 3.100
+score DKIMWL_WL_MEDHI -0.001
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
+score DX_TEXT_03 0.845
+score FAKE_REPLY_A1 3.099
score FILL_THIS_FORM 0.001
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.431
-score FORM_FRAUD_5 2.529
+score FORM_FRAUD_3 2.149
+score FORM_FRAUD_5 2.919
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROMSPACE 0.276
+score FROMSPACE 0.277
score FROM_2_EMAILS_SHORT 1.999
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM 1.440
+score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.001 # force non-zero
-score FROM_GOV_SPOOF 0.001
+score FROM_GOV_DKIM_AU -0.001
+score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.563
-score FROM_MISSP_EH_MATCH 1.247
-score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_DYNIP 0.957
+score FROM_MISSP_EH_MATCH 1.523
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.791
+score FROM_MISSP_SPF_FAIL 1.264
score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.063
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_REPLY_FREEMAIL 2.000
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_WORDY 2.499
-score FROM_WORDY_SHORT 0.625
+score FROM_WORDY 2.061
+score FROM_WORDY_SHORT 2.041
score FROM_WSP_TRAIL 2.699
-score FSL_BULK_SIG 0.587
+score FSL_BULK_SIG 0.590
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 3.799
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 2.970
-score FUZZY_CLICK_HERE 2.600
+score FSL_THIS_IS_ADV 2.987
+score FUZZY_CLICK_HERE 2.599
score FUZZY_UNSUBSCRIBE 2.599
score GB_FORGED_MUA_POSTFIX 1.999
score GB_FREEMAIL_DISPTO 0.500
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
-score GB_GOOGLE_OBFU 0.251
-score GB_GOOG_IMG_NOT_RCVD_GOOG 2.500
+score GB_GOOGLE_OBFU 0.749
+score GB_GOOG_IMG_NOT_RCVD_GOOG 2.499
score GB_LINKED_IMG_NOT_RCVD_LINK 2.499
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.505
-score HDR_ORDER_FTSDMCXX_NORDNS 1.576
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 1.379
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001 # force non-zero
+score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 2.199
score HEXHASH_WORD 1.527
score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_FROM 0.999
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.675
+score HK_RCVD_IP_MULTICAST 0.538
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.067
-score HTML_ENTITY_ASCII 1.925
+score HOSTED_IMG_DIRECT_MX 2.651
+score HTML_ENTITY_ASCII 1.926
score HTML_OFF_PAGE 2.999
score HTML_SHRT_CMNT_OBFU_MANY 2.499
-score HTML_SINGLET_MANY 0.956
-score HTML_TEXT_INVISIBLE_STYLE 2.023
-score IMG_ALT_HSPACE_CID_ALIGN 2.499
+score HTML_SINGLET_MANY 0.884
+score HTML_TEXT_INVISIBLE_STYLE 2.008
+score IMG_ALT_HSPACE_CID_ALIGN 2.399
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 0.001 # force non-zero
-score LIST_PARTIAL 1.000
+score KB_FORGED_MOZ4 0.001
+score LIST_PARTIAL 0.999
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 1.280
-score LONG_HEX_URI 1.680
-score LONG_IMG_URI 0.957
+score LIST_PRTL_SAME_USER 1.281
+score LONG_HEX_URI 1.622
+score LONG_IMG_URI 0.965
score LOTS_OF_MONEY 0.010
score LUCRATIVE 1.999
-score L_8BIT_MISMATCH 0.010
-score MALFORMED_FREEMAIL 1.719
+score MALFORMED_FREEMAIL 1.712
score MALF_HTML_B64 0.001
score MANY_SPAN_IN_TEXT 2.499
-score MILLION_HUNDRED 2.904
-score MILLION_USD 1.476
+score MILLION_HUNDRED 2.550
+score MILLION_USD 1.834
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.399
-score MONEY_ATM_CARD 0.468
-score MONEY_FORM 0.591
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.567
-score MONEY_FRAUD_5 1.555
-score MONEY_FRAUD_8 3.199
+score MONEY_ATM_CARD 2.078
+score MONEY_FORM 0.594
+score MONEY_FORM_SHORT 2.500
+score MONEY_FRAUD_3 1.571
+score MONEY_FRAUD_5 1.566
+score MONEY_FRAUD_8 3.200
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.689
+score NORDNS_LOW_CONTRAST 1.635
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 3.099
-score NUMBERONLY_BITCOIN_EXP 0.001
-score OBFU_BITCOIN 0.435
-score OFFER_ONLY_AMERICA 1.719
+score NSL_RCVD_HELO_USER 3.100
+score NUMBERONLY_BITCOIN_EXP 0.290
+score OBFU_BITCOIN 0.340
+score OFFER_ONLY_AMERICA 1.999
score PDS_DBL_URL_LINKBAIT 2.499
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
-score PDS_PHP_EVAL 1.499
-score PDS_TO_EQ_FROM_NAME 0.665
-score PDS_URI_HIDDEN_HELO_NO_DOMAIN 1.137
-score PDS_X_PHP_WP_EXP 1.499
-score PHOTO_EDITING_DIRECT 2.837
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_PHP_EVAL 1.500
+score PDS_TO_EQ_FROM_NAME 0.727
+score PDS_URI_HIDDEN_HELO_NO_DOMAIN 1.125
+score PDS_X_PHP_WP_EXP 1.500
+score PHOTO_EDITING_DIRECT 2.600
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 2.497
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.592
-score RISK_FREE 2.190
-score RP_8BIT 0.908
-score SEO_SUSP_NTLD 1.028
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score RATWARE_NO_RDNS 2.426
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 2.999
+score RISK_FREE 2.368
+score RP_8BIT 0.165
+score SEO_SUSP_NTLD 0.597
score SERGIO_SUBJECT_PORN014 3.199
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 1.602
-score SHORT_BODY_G_DRIVE_DYN 1.499
-score SHORT_IMG_SUSP_NTLD 1.204
-score SINGLETS_LOW_CONTRAST 0.978
+score SHORTENER_SHORT_IMG 1.627
+score SHORT_BODY_G_DRIVE_DYN 1.496
+score SHORT_IMG_SUSP_NTLD 1.499
+score SINGLETS_LOW_CONTRAST 1.105
score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOFED_FREEM_REPTO 2.499
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 0.001
-score TEQF_USR_POLITE 0.001
-score THIS_AD 1.771
-score THIS_IS_ADV_SUSP_NTLD 0.510
-score TO_EQ_FM_DIRECT_MX 1.624
-score TO_EQ_FM_DOM_SPF_FAIL 1.380
-score TO_EQ_FM_SPF_FAIL 1.444
+score THIS_AD 1.770
+score THIS_IS_ADV_SUSP_NTLD 0.423
+score TO_EQ_FM_DIRECT_MX 1.629
+score TO_EQ_FM_DOM_SPF_FAIL 1.099
+score TO_EQ_FM_SPF_FAIL 1.732
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_DYNIP 3.099
-score TO_NO_BRKTS_FROM_MSSP 2.477
+score TO_NAME_SUBJ_NO_RDNS 0.001 # force non-zero
+score TO_NO_BRKTS_DYNIP 2.999
+score TO_NO_BRKTS_FROM_MSSP 2.223
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_MSFT 2.500
+score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 0.161
-score TVD_IP_SING_HEX 2.339
-score TVD_SPACE_ENCODED 1.079
-score TVD_SPACE_RATIO_MINFP 2.500
+score TVD_IP_HEX 0.016
+score TVD_IP_SING_HEX 2.329
+score TVD_SPACE_ENCODED 1.078
+score TVD_SPACE_RATIO_MINFP 2.499
score TVD_SUBJ_APPR_LOAN 2.599
-score TVD_SUBJ_NUM_OBFU_MINFP 2.027
-score UNICODE_OBFU_ASC 2.499
+score TVD_SUBJ_NUM_OBFU_MINFP 1.145
+score UNICODE_OBFU_ASC 2.500
score UNICODE_OBFU_ZW 0.001
-score URI_BUFFLY 1.538
-score URI_GOOGLE_PROXY 1.799
-score URI_HEX_IP 1.257
-score URI_ONLY_MSGID_MALF 1.497
+score URI_BUFFLY 1.510
+score URI_GOOGLE_PROXY 1.800
+score URI_HEX_IP 1.904
+score URI_ONLY_MSGID_MALF 1.501
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 0.001
@@ -211,10 +206,10 @@ score URI_WPADMIN 2.4
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO 0.553
+score XPRIO 0.329
score XPRIO_SHORT_SUBJ 0.510
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 0.548
+score YOU_INHERIT 0.185
score ZW_OBFU_BITCOIN 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -230,6 +225,7 @@ score APP_DEVELOPMENT_FREEM 1.0
score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_10 1.000
+score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
score BOGUS_MIME_VERSION 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1863447&r1=1863446&r2=1863447&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jul 20 05:03:22 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 351685 36.833% (99.384% of non-spam corpus)
-# Correctly spam: 470011 49.226% (78.213% of spam corpus)
-# False positives: 2179 0.228% (0.616% of nonspam, 105940 weighted)
-# False negatives: 130930 13.713% (21.787% of spam, 290122 weighted)
-# Average score for spam: 10.0 nonspam: 0.7
+# Correctly non-spam: 449462 43.391% (99.367% of non-spam corpus)
+# Correctly spam: 455113 43.937% (77.995% of spam corpus)
+# False positives: 2863 0.276% (0.633% of nonspam, 106019 weighted)
+# False negatives: 128399 12.396% (22.005% of spam, 280409 weighted)
+# Average score for spam: 10.4 nonspam: 0.7
# Average for false-pos: 5.7 false-neg: 2.2
-# TOTAL: 954805 100.00%
+# TOTAL: 1035837 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43843 99.39%
-# Correctly spam: 58536 77.98%
-# False positives: 267 0.61%
-# False negatives: 16531 22.02%
-# TCR(l=50): 2.512198 SpamRecall: 77.978% SpamPrec: 99.546%
+# Correctly non-spam: 56035 99.34%
+# Correctly spam: 56718 77.91%
+# False positives: 370 0.66%
+# False negatives: 16077 22.09%
+# TCR(l=50): 2.105301 SpamRecall: 77.915% SpamPrec: 99.352%
##### 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: 341457 96.49%
-# Correctly spam: 278338 46.32%
-# False positives: 12407 3.51%
-# False negatives: 322603 53.68%
-# TCR(l=50): 0.637297 SpamRecall: 46.317% SpamPrec: 95.733%
+# Correctly non-spam: 437127 96.64%
+# Correctly spam: 267166 45.79%
+# False positives: 15198 3.36%
+# False negatives: 316346 54.21%
+# TCR(l=50): 0.542173 SpamRecall: 45.786% SpamPrec: 94.618%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 42653 96.70%
-# Correctly spam: 34782 46.33%
-# False positives: 1457 3.30%
-# False negatives: 40285 53.67%
-# TCR(l=50): 0.663517 SpamRecall: 46.335% SpamPrec: 95.979%
+# Correctly non-spam: 54575 96.76%
+# Correctly spam: 33163 45.56%
+# False positives: 1830 3.24%
+# False negatives: 39632 54.44%
+# TCR(l=50): 0.555128 SpamRecall: 45.557% SpamPrec: 94.770%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1863447&r1=1863446&r2=1863447&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jul 20 05:03:22 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 472134 40.784% (99.653% of non-spam corpus)
-# Correctly spam: 627418 54.198% (91.745% of spam corpus)
-# False positives: 1642 0.142% (0.347% of nonspam, 203046 weighted)
-# False negatives: 56451 4.876% (8.255% of spam, 111327 weighted)
+# Correctly non-spam: 472125 40.785% (99.652% of non-spam corpus)
+# Correctly spam: 627422 54.201% (91.753% of spam corpus)
+# False positives: 1651 0.143% (0.348% of nonspam, 203659 weighted)
+# False negatives: 56395 4.872% (8.247% of spam, 111151 weighted)
# Average score for spam: 15.8 nonspam: -2.0
-# Average for false-pos: 8.6 false-neg: 2.0
-# TOTAL: 1157645 100.00%
+# Average for false-pos: 8.5 false-neg: 2.0
+# TOTAL: 1157593 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 58912 99.65%
-# Correctly spam: 78229 91.70%
-# False positives: 206 0.35%
-# False negatives: 7079 8.30%
-# TCR(l=50): 4.908683 SpamRecall: 91.702% SpamPrec: 99.737%
+# Correctly non-spam: 58911 99.65%
+# Correctly spam: 78221 91.70%
+# False positives: 207 0.35%
+# False negatives: 7078 8.30%
+# TCR(l=50): 4.894365 SpamRecall: 91.702% SpamPrec: 99.736%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 471732 99.57%
-# Correctly spam: 526492 76.99%
+# Correctly spam: 526213 76.95%
# False positives: 2044 0.43%
-# False negatives: 157377 23.01%
-# TCR(l=50): 2.634552 SpamRecall: 76.987% SpamPrec: 99.613%
+# False negatives: 157604 23.05%
+# TCR(l=50): 2.632050 SpamRecall: 76.952% SpamPrec: 99.613%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 58854 99.55%
-# Correctly spam: 65339 76.59%
+# Correctly spam: 65526 76.82%
# False positives: 264 0.45%
-# False negatives: 19969 23.41%
-# TCR(l=50): 2.571920 SpamRecall: 76.592% SpamPrec: 99.598%
+# False negatives: 19773 23.18%
+# TCR(l=50): 2.586935 SpamRecall: 76.819% SpamPrec: 99.599%