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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/10/03 05:19:59 UTC
svn commit: r1867903 [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=1867903&r1=1867902&r2=1867903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Oct 3 05:19:58 2019
@@ -3,220 +3,220 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.522
+score AC_FROM_MANY_DOTS 2.770
score AC_HTML_NONSENSE_TAGS 1.999
-score ADVANCE_FEE_2_NEW_MONEY 0.759
-score ADVANCE_FEE_3_NEW 3.458
-score ADVANCE_FEE_3_NEW_FORM 0.399
-score ADVANCE_FEE_3_NEW_MONEY 2.131
-score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.764
-score ADVANCE_FEE_5_NEW_MONEY 1.389
+score ADVANCE_FEE_2_NEW_MONEY 1.101
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_FORM 1.262
+score ADVANCE_FEE_3_NEW_MONEY 1.978
+score ADVANCE_FEE_4_NEW_MONEY 2.599
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.612
+score ADVANCE_FEE_5_NEW_MONEY 1.392
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.255
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.108
-score BITCOIN_EXTORT_01 2.028
-score BITCOIN_PAY_ME 2.036
-score BITCOIN_SPAM_01 0.783
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.676
+score BITCOIN_EXTORT_01 2.064
+score BITCOIN_PAY_ME 1.922
+score BITCOIN_SPAM_01 0.842
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_04 1.499
-score BITCOIN_SPAM_05 0.982
-score BITCOIN_SPAM_06 1.499
+score BITCOIN_SPAM_05 0.923
+score BITCOIN_SPAM_06 0.361
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_08 2.402
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 1.127
+score BODY_EMPTY 1.132
score BODY_URI_ONLY 0.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.393
+score BOGUS_MSM_HDRS 2.999
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
score DATE_IN_FUTURE_96_Q 2.699
-score DEAR_BENEFICIARY 1.147
+score DEAR_BENEFICIARY 1.297
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_HIGH -0.001 # force non-zero
score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.588
-score DUP_SUSP_HDR 1.520
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.499
+score DUP_SUSP_HDR 2.499
score DX_TEXT_03 0.799
-score EBAY_IMG_NOT_RCVD_EBAY 1.541
-score END_FUTURE_EMAILS 1.231
-score FAKE_REPLY_A1 2.973
-score FILL_THIS_FORM 0.594
-score FORGED_RELAY_MUA_TO_MX 3.598
-score FORGED_SPF_HELO 0.773
+score EBAY_IMG_NOT_RCVD_EBAY 0.815
+score END_FUTURE_EMAILS 1.098
+score FAKE_REPLY_A1 3.251
+score FILL_THIS_FORM 0.571
+score FORGED_RELAY_MUA_TO_MX 3.648
+score FORGED_SPF_HELO 0.720
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 1.259
+score FORM_FRAUD_5 0.275
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FREEM_FRNUM_UNICD_EMPTY 2.646
-score FROMSPACE 0.001
+score FREEM_FRNUM_UNICD_EMPTY 0.575
+score FROMSPACE 0.001 # force non-zero
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.001
+score FROM_ADDR_WS 0.070
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 2.000
-score FROM_MISSP_DYNIP 2.513
-score FROM_MISSP_EH_MATCH 1.226
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 1.023
+score FROM_MISSP_EH_MATCH 1.227
score FROM_MISSP_FREEMAIL 1.656
-score FROM_MISSP_MSFT 1.314
+score FROM_MISSP_MSFT 1.135
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_SPF_FAIL 0.789
-score FROM_MISSP_TO_UNDISC 1.869
-score FROM_MISSP_USER 2.504
-score FROM_MISSP_XPRIO 2.499
+score FROM_MISSP_SPF_FAIL 1.126
+score FROM_MISSP_TO_UNDISC 1.822
+score FROM_MISSP_USER 3.199
+score FROM_MISSP_XPRIO 2.500
score FROM_NAME_EQ_TO_G_DRIVE 0.001
score FROM_NEWDOM_BTC 1.999
score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 1.169
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_PAYPAL_SPOOF 0.245
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 1.975
+score FROM_WORDY 1.728
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 4.299
-score FSL_HELO_FAKE 1.795
-score FSL_NEW_HELO_USER 1.999
+score FSL_HELO_FAKE 1.793
+score FSL_NEW_HELO_USER 1.838
score FSL_THIS_IS_ADV 2.800
score FUZZY_CLICK_HERE 2.599
-score FUZZY_UNSUBSCRIBE 2.068
-score GB_BITCOIN_CP 2.999
+score FUZZY_UNSUBSCRIBE 0.814
+score GB_BITCOIN_CP 3.000
score GB_BITCOIN_NH 2.999
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFU 0.749
-score GB_LINKED_IMG_NOT_RCVD_LINK 2.499
-score GB_MONERO_CP 0.143
-score GOOG_REDIR_HTML_ONLY 1.945
-score GOOG_REDIR_NORDNS 2.699
+score GB_GOOGLE_OBFU 0.750
+score GB_LINKED_IMG_NOT_RCVD_LINK 1.200
+score GB_MONERO_CP 1.280
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.700
score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.250
-score HELO_NO_DOMAIN 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.215
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HEXHASH_WORD 2.999
-score HK_LOTTO 0.873
-score HK_NAME_MR_MRS 0.999
+score HK_LOTTO 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 0.490
+score HK_RCVD_IP_MULTICAST 0.489
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.020
+score HOSTED_IMG_DIRECT_MX 0.769
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 1.556
+score HOSTED_IMG_MULTI 1.730
score HTML_ENTITY_ASCII 2.951
-score HTML_OFF_PAGE 2.105
-score HTML_SINGLET_MANY 1.436
-score HTML_TEXT_INVISIBLE_STYLE 2.400
+score HTML_OFF_PAGE 2.109
+score HTML_SINGLET_MANY 1.439
+score HTML_TEXT_INVISIBLE_STYLE 2.320
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.313
-score KHOP_FAKE_EBAY 0.213
-score KHOP_HELO_FCRDNS 0.400
+score KB_FORGED_MOZ4 1.034
+score KHOP_FAKE_EBAY 0.210
+score KHOP_HELO_FCRDNS 0.399
score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 1.616
-score LONG_IMG_URI 1.840
+score LONG_HEX_URI 1.617
+score LONG_IMG_URI 1.846
score LOTS_OF_MONEY 0.010
-score MAILER_EQ_ORG 1.049
-score MALFORMED_FREEMAIL 1.355
-score MALF_HTML_B64 2.344
+score MAILER_EQ_ORG 0.190
+score MALFORMED_FREEMAIL 1.345
+score MALF_HTML_B64 1.159
score MALWARE_NORDNS 3.499
-score MALWARE_PASSWORD 2.118
+score MALWARE_PASSWORD 2.577
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.957
-score MIMEOLE_DIRECT_TO_MX 1.999
+score MILLION_HUNDRED 2.599
+score MIMEOLE_DIRECT_TO_MX 2.000
score MIXED_ES 2.399
-score MONERO_EXTORT_01 3.937
+score MONERO_EXTORT_01 1.646
score MONEY_ATM_CARD 2.699
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.609
+score MONEY_FORM_SHORT 2.048
score MONEY_FRAUD_3 2.799
-score MONEY_FRAUD_5 0.006
+score MONEY_FRAUD_5 0.213
score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.312
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
-score NSL_RCVD_FROM_USER 2.253
-score NSL_RCVD_HELO_USER 0.325
-score NUMBERONLY_BITCOIN_EXP 1.293
+score NORDNS_LOW_CONTRAST 1.391
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 1.929
+score NSL_RCVD_HELO_USER 0.291
+score NUMBERONLY_BITCOIN_EXP 0.215
score OBFU_BITCOIN 2.999
-score OFFER_ONLY_AMERICA 1.881
+score OFFER_ONLY_AMERICA 1.999
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_ILLEGAL_CHARS 1.945
-score PDS_DBL_URL_TNB_RUNON 1.577
-score PDS_FROM_2_EMAILS 1.442
-score PDS_FROM_NAME_TO_DOMAIN 1.000
-score PDS_HELO_SPF_FAIL 0.711
+score PDS_DBL_URL_ILLEGAL_CHARS 0.237
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_FROM_2_EMAILS 1.448
+score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_HELO_SPF_FAIL 1.458
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_PHPE_URISHORTENER 0.001
+score PDS_PHPE_URISHORTENER 1.200
score PDS_PHP_EVAL 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 1.313
+score RATWARE_NO_RDNS 2.059
score RCVD_IN_MSPIKE_H2 -0.001
score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_PORN014 3.299
+score SERGIO_SUBJECT_PORN014 3.399
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_BODY_G_DRIVE_DYN 1.080
+score SHORT_BODY_G_DRIVE_DYN 0.704
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL 2.000
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 1.490
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.679
-score SUBJ_OBFU_PUNCT_MANY 1.276
-score TAB_IN_FROM 0.499
+score STATIC_XPRIO_OLE 1.999
+score STOCK_LOW_CONTRAST 2.500
+score SUBJ_OBFU_PUNCT_FEW 0.684
+score SUBJ_OBFU_PUNCT_MANY 1.271
+score TAB_IN_FROM 0.500
score THIS_AD 1.699
-score THIS_IS_ADV_SUSP_NTLD 1.462
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
-score TO_EQ_FM_DIRECT_MX 1.596
+score THIS_IS_ADV_SUSP_NTLD 0.508
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 0.568
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.542
+score TO_EQ_FM_DOM_HTML_ONLY 1.551
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 2.271
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.231
-score TO_NO_BRKTS_DYNIP 1.330
+score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 2.324
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.232
+score TO_NO_BRKTS_DYNIP 1.338
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.994
+score TO_NO_BRKTS_HTML_IMG 1.993
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_PCNT 2.499
-score TVD_SPACE_ENCODED 2.397
+score TVD_SPACE_ENCODED 2.400
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_FINGER_07 0.668
+score TVD_SUBJ_FINGER_07 2.398
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_DOM_NO_BODY 3.749
-score UNICODE_OBFU_ZW 1.392
+score UNICODE_OBFU_ZW 0.275
score UPGRADE_MAILBOX 1.799
score URI_GOOGLE_PROXY 2.199
-score URI_ONLY_MSGID_MALF 1.963
-score URI_PHISH 2.795
+score URI_ONLY_MSGID_MALF 1.962
+score URI_PHISH 2.195
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.265
+score URI_TRY_3LD 1.268
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score XPRIO_SHORT_SUBJ 0.449
+score XPRIO_SHORT_SUBJ 0.450
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 0.661
-score ZW_OBFU_BITCOIN 0.927
+score YOU_INHERIT 0.844
+score ZW_OBFU_BITCOIN 1.291
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1867903&r1=1867902&r2=1867903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Oct 3 05:19:58 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 519537 46.774% (99.599% of non-spam corpus)
-# Correctly spam: 459133 41.336% (77.936% of spam corpus)
-# False positives: 2092 0.188% (0.401% of nonspam, 69612 weighted)
-# False negatives: 129983 11.702% (22.064% of spam, 304121 weighted)
-# Average score for spam: 12.1 nonspam: 0.6
+# Correctly non-spam: 529162 47.929% (99.572% of non-spam corpus)
+# Correctly spam: 444817 40.289% (77.680% of spam corpus)
+# False positives: 2274 0.206% (0.428% of nonspam, 72063 weighted)
+# False negatives: 127807 11.576% (22.320% of spam, 297326 weighted)
+# Average score for spam: 12.2 nonspam: 0.6
# Average for false-pos: 5.9 false-neg: 2.3
-# TOTAL: 1110745 100.00%
+# TOTAL: 1104060 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 64896 99.63%
-# Correctly spam: 57322 77.92%
-# False positives: 244 0.37%
-# False negatives: 16240 22.08%
-# TCR(l=50): 2.586568 SpamRecall: 77.923% SpamPrec: 99.576%
+# Correctly non-spam: 65961 99.36%
+# Correctly spam: 55597 77.80%
+# False positives: 428 0.64%
+# False negatives: 15865 22.20%
+# TCR(l=50): 1.917671 SpamRecall: 77.799% SpamPrec: 99.236%
##### 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: 509974 97.77%
-# Correctly spam: 259111 43.98%
-# False positives: 11655 2.23%
-# False negatives: 330005 56.02%
-# TCR(l=50): 0.645426 SpamRecall: 43.983% SpamPrec: 95.696%
+# Correctly non-spam: 519806 97.81%
+# Correctly spam: 251698 43.96%
+# False positives: 11630 2.19%
+# False negatives: 320926 56.04%
+# TCR(l=50): 0.634538 SpamRecall: 43.955% SpamPrec: 95.583%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63688 97.77%
-# Correctly spam: 32160 43.72%
-# False positives: 1452 2.23%
-# False negatives: 41402 56.28%
-# TCR(l=50): 0.645269 SpamRecall: 43.718% SpamPrec: 95.680%
+# Correctly non-spam: 64934 97.81%
+# Correctly spam: 31227 43.70%
+# False positives: 1455 2.19%
+# False negatives: 40235 56.30%
+# TCR(l=50): 0.632491 SpamRecall: 43.697% SpamPrec: 95.548%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1867903&r1=1867902&r2=1867903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Oct 3 05:19:58 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 525596 48.037% (99.874% of non-spam corpus)
-# Correctly spam: 523234 47.822% (92.138% of spam corpus)
-# False positives: 662 0.061% (0.126% of nonspam, 48090 weighted)
-# False negatives: 44645 4.080% (7.862% of spam, 94941 weighted)
-# Average score for spam: 16.4 nonspam: -2.3
-# Average for false-pos: 6.7 false-neg: 2.1
-# TOTAL: 1094137 100.00%
+# Correctly non-spam: 525619 48.042% (99.879% of non-spam corpus)
+# Correctly spam: 523148 47.816% (92.132% of spam corpus)
+# False positives: 639 0.058% (0.121% of nonspam, 46865 weighted)
+# False negatives: 44676 4.083% (7.868% of spam, 95027 weighted)
+# Average score for spam: 16.7 nonspam: -2.3
+# Average for false-pos: 6.8 false-neg: 2.1
+# TOTAL: 1094082 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 65632 99.87%
-# Correctly spam: 65263 92.08%
-# False positives: 83 0.13%
-# False negatives: 5615 7.92%
-# TCR(l=50): 7.258372 SpamRecall: 92.078% SpamPrec: 99.873%
+# Correctly non-spam: 65631 99.87%
+# Correctly spam: 65328 92.18%
+# False positives: 84 0.13%
+# False negatives: 5541 7.82%
+# TCR(l=50): 7.275331 SpamRecall: 92.181% SpamPrec: 99.872%
##### 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: 524283 99.62%
-# Correctly spam: 422420 74.39%
+# Correctly spam: 422300 74.37%
# False positives: 1975 0.38%
-# False negatives: 145459 25.61%
-# TCR(l=50): 2.325381 SpamRecall: 74.386% SpamPrec: 99.535%
+# False negatives: 145524 25.63%
+# TCR(l=50): 2.324537 SpamRecall: 74.372% SpamPrec: 99.535%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 65481 99.64%
-# Correctly spam: 52665 74.30%
+# Correctly spam: 52678 74.33%
# False positives: 234 0.36%
-# False negatives: 18213 25.70%
-# TCR(l=50): 2.369471 SpamRecall: 74.304% SpamPrec: 99.558%
+# False negatives: 18191 25.67%
+# TCR(l=50): 2.370914 SpamRecall: 74.332% SpamPrec: 99.558%