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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/09/24 05:04:05 UTC
svn commit: r1867419 [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=1867419&r1=1867418&r2=1867419&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Sep 24 05:04:04 2019
@@ -3,206 +3,207 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.252
-score AC_HTML_NONSENSE_TAGS 0.001
+score AC_FROM_MANY_DOTS 2.298
+score AC_HTML_NONSENSE_TAGS 0.001 # force non-zero
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.436
-score ADVANCE_FEE_3_NEW_FORM 2.466
+score ADVANCE_FEE_3_NEW 3.467
+score ADVANCE_FEE_3_NEW_FORM 2.465
score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.366
-score ADVANCE_FEE_4_NEW_MONEY 1.248
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.227
-score ADVANCE_FEE_5_NEW_MONEY 1.878
-score AD_PREFS 0.499
+score ADVANCE_FEE_4_NEW 2.577
+score ADVANCE_FEE_4_NEW_MONEY 1.251
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.224
+score ADVANCE_FEE_5_NEW_MONEY 1.671
+score AD_PREFS 0.500
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.799
-score BITCOIN_EXTORT_01 2.196
-score BITCOIN_PAY_ME 2.547
-score BITCOIN_SPAM_01 1.767
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 2.168
-score BITCOIN_SPAM_06 0.109
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.722
+score BITCOIN_EXTORT_01 2.102
+score BITCOIN_PAY_ME 2.997
+score BITCOIN_SPAM_01 1.761
+score BITCOIN_SPAM_02 2.500
+score BITCOIN_SPAM_05 2.352
+score BITCOIN_SPAM_06 1.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_08 2.499
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_09 1.500
score BODY_EMPTY 0.001
score BODY_QUOTE_MALF_MSGID 1.999
score BODY_URI_ONLY 0.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.986
-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 2.900
+score BOGUS_MSM_HDRS 0.462
+score CK_HELO_DYNAMIC_SPLIT_IP 0.001 # force non-zero
+score CK_HELO_GENERIC 0.250
+score DATE_IN_FUTURE_96_Q 2.700
+score DEAR_BENEFICIARY 2.899
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001
score DRUGS_ERECTILE_SHORT_SHORTNER 1.499
score DX_TEXT_03 0.899
-score EBAY_IMG_NOT_RCVD_EBAY 2.999
-score FAKE_REPLY_A1 3.364
-score FILL_THIS_FORM 0.800
-score FORGED_RELAY_MUA_TO_MX 3.997
+score EBAY_IMG_NOT_RCVD_EBAY 2.621
+score FAKE_REPLY_A1 3.026
+score FILL_THIS_FORM 0.801
+score FORGED_RELAY_MUA_TO_MX 3.970
score FORGED_SPF_HELO 1.299
-score FORM_FRAUD 0.999
-score FORM_FRAUD_5 2.420
+score FORM_FRAUD 1.000
+score FORM_FRAUD_5 2.410
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.008
-score FREEM_FRNUM_UNICD_EMPTY 2.511
-score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.140
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FREEM_FRNUM_UNICD_EMPTY 2.066
+score FROMSPACE 0.001 # force non-zero
+score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.001 # force non-zero
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.131
+score FROM_MISSP_DYNIP 0.999
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 0.042
-score FROM_MISSP_MSFT 2.161
-score FROM_MISSP_REPLYTO 2.066
-score FROM_MISSP_SPF_FAIL 1.125
-score FROM_MISSP_TO_UNDISC 1.416
-score FROM_MISSP_USER 3.031
+score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_MSFT 2.529
+score FROM_MISSP_REPLYTO 2.386
+score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_TO_UNDISC 1.875
+score FROM_MISSP_USER 1.047
score FROM_MISSP_XPRIO 2.499
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NEWDOM_BTC 2.000
+score FROM_NEWDOM_BTC 1.999
score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 2.245
+score FROM_WORDY 2.200
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 3.399
-score FSL_NEW_HELO_USER 1.428
+score FSL_NEW_HELO_USER 1.828
score FUZZY_CLICK_HERE 2.499
-score GB_BITCOIN_CP 2.999
+score FUZZY_UNSUBSCRIBE 0.666
+score GB_BITCOIN_CP 3.000
score GB_BITCOIN_NH 2.999
-score GB_FREEMAIL_DISPTO 0.499
+score GB_FREEMAIL_DISPTO 0.500
score GB_GOOGLE_OBFU 0.750
score GB_LINKED_IMG_NOT_RCVD_LINK 2.499
-score GB_MONERO_CP 1.759
-score GOOG_REDIR_HTML_ONLY 1.999
-score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.100
+score GB_MONERO_CP 1.999
+score GOOG_REDIR_HTML_ONLY 1.957
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HEXHASH_WORD 2.491
+score HELO_NO_DOMAIN 0.001
+score HEXHASH_WORD 2.498
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.923
-score HK_RCVD_IP_MULTICAST 0.853
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.756
+score HK_RCVD_IP_MULTICAST 1.178
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.579
-score HOSTED_IMG_FREEM 0.989
-score HOSTED_IMG_MULTI 2.941
-score HTML_ENTITY_ASCII 2.950
-score HTML_OFF_PAGE 2.100
-score HTML_SINGLET_MANY 1.914
-score HTML_TEXT_INVISIBLE_STYLE 2.001
+score HOSTED_IMG_DIRECT_MX 2.386
+score HOSTED_IMG_FREEM 1.089
+score HOSTED_IMG_MULTI 2.220
+score HTML_ENTITY_ASCII 2.954
+score HTML_OFF_PAGE 2.101
+score HTML_SINGLET_MANY 1.814
+score HTML_TEXT_INVISIBLE_STYLE 1.904
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.144
-score KHOP_HELO_FCRDNS 0.400
-score LIST_PRTL_SAME_USER 0.128
-score LONG_HEX_URI 1.702
-score LONG_IMG_URI 1.843
+score KHOP_FAKE_EBAY 0.147
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PRTL_SAME_USER 0.001
+score LONG_HEX_URI 1.699
+score LONG_IMG_URI 1.844
score LOTS_OF_MONEY 0.010
-score MAILER_EQ_ORG 0.486
-score MALF_HTML_B64 3.365
+score MAILER_EQ_ORG 0.839
+score MALF_HTML_B64 2.976
score MALWARE_NORDNS 3.499
-score MALWARE_PASSWORD 0.952
-score MILLION_HUNDRED 2.107
+score MALWARE_PASSWORD 0.538
+score MILLION_HUNDRED 2.321
score MIMEOLE_DIRECT_TO_MX 1.999
-score MONERO_EXTORT_01 3.601
-score MONEY_ATM_CARD 2.620
-score MONEY_FORM 0.001 # force non-zero
+score MONERO_EXTORT_01 3.526
+score MONEY_ATM_CARD 2.699
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.800
-score MONEY_FRAUD_5 2.764
-score MONEY_FRAUD_8 2.331
+score MONEY_FRAUD_3 2.799
+score MONEY_FRAUD_5 2.807
+score MONEY_FRAUD_8 2.878
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.783
-score MSM_PRIO_REPTO 1.884
-score NORDNS_LOW_CONTRAST 1.711
+score MONEY_FROM_MISSP 1.997
+score MSM_PRIO_REPTO 0.346
+score NORDNS_LOW_CONTRAST 1.808
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 1.906
-score NSL_RCVD_HELO_USER 1.865
-score NUMBERONLY_BITCOIN_EXP 0.706
+score NSL_RCVD_FROM_USER 0.333
+score NSL_RCVD_HELO_USER 0.809
+score NUMBERONLY_BITCOIN_EXP 0.001
score OBFU_BITCOIN 2.999
score OFFER_ONLY_AMERICA 1.999
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_ILLEGAL_CHARS 0.001
-score PDS_DBL_URL_TNB_RUNON 1.832
+score PDS_DBL_URL_ILLEGAL_CHARS 0.919
+score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FROM_2_EMAILS 1.999
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHPE_URISHORTENER 0.206
+score PDS_PHPE_URISHORTENER 0.569
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_TO_EQ_FROM_NAME 0.585
-score PDS_X_PHP_WP_EXP 1.500
-score PHP_ORIG_SCRIPT 2.499
+score PDS_TO_EQ_FROM_NAME 0.725
+score PDS_X_PHP_WP_EXP 1.499
+score PHP_ORIG_SCRIPT 2.447
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.480
+score RATWARE_NO_RDNS 2.505
score RCVD_IN_MSPIKE_H2 -0.001
score SEO_SUSP_NTLD 1.199
score SERGIO_SUBJECT_PORN014 3.399
-score SERGIO_SUBJECT_VIAGRA01 2.775
+score SERGIO_SUBJECT_VIAGRA01 2.773
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_BODY_G_DRIVE_DYN 0.802
+score SHORT_BODY_G_DRIVE_DYN 1.499
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 1.998
-score SPOOFED_FREEM_REPTO_CHN 2.820
-score STATIC_XPRIO_OLE 1.589
-score STOCK_LOW_CONTRAST 2.011
-score SUBJ_OBFU_PUNCT_FEW 0.668
-score SUBJ_OBFU_PUNCT_MANY 0.928
-score TAB_IN_FROM 0.136
+score SPOOFED_FREEM_REPTO_CHN 0.934
+score STATIC_XPRIO_OLE 0.179
+score STOCK_LOW_CONTRAST 1.909
+score SUBJ_OBFU_PUNCT_FEW 0.669
+score SUBJ_OBFU_PUNCT_MANY 0.922
+score TAB_IN_FROM 0.306
score THIS_AD 1.799
-score THIS_IS_ADV_SUSP_NTLD 1.499
-score TO_EQ_FM_DIRECT_MX 2.438
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.571
+score THIS_IS_ADV_SUSP_NTLD 1.410
+score TO_EQ_FM_DIRECT_MX 2.270
+score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_ONLY 0.935
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.582
-score TO_EQ_FM_SPF_FAIL 1.170
+score TO_EQ_FM_HTML_ONLY 0.355
+score TO_EQ_FM_SPF_FAIL 1.276
score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.993
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.998
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TVD_SPACE_ENCODED 2.397
-score TVD_SPACE_RATIO_MINFP 2.500
-score TVD_SUBJ_FINGER_07 2.307
+score TVD_SPACE_ENCODED 2.394
+score TVD_SPACE_RATIO_MINFP 2.499
+score TVD_SUBJ_FINGER_07 2.189
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_DOM_NO_BODY 3.749
-score UNICODE_OBFU_ZW 1.786
+score UNICODE_OBFU_ZW 1.408
score UPGRADE_MAILBOX 1.799
score URI_GOOGLE_PROXY 1.999
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.798
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHISH 2.601
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.528
+score URI_TRY_3LD 1.529
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
-score ZW_OBFU_BITCOIN 2.486
+score ZW_OBFU_BITCOIN 0.894
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=1867419&r1=1867418&r2=1867419&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Sep 24 05:04:04 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 531887 43.163% (99.672% of non-spam corpus)
-# Correctly spam: 545434 44.263% (78.072% of spam corpus)
-# False positives: 1749 0.142% (0.328% of nonspam, 66855 weighted)
-# False negatives: 153198 12.432% (21.928% of spam, 391410 weighted)
-# Average score for spam: 10.7 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.6
-# TOTAL: 1232268 100.00%
+# Correctly non-spam: 530282 42.827% (99.679% of non-spam corpus)
+# Correctly spam: 549739 44.398% (77.843% of spam corpus)
+# False positives: 1707 0.138% (0.321% of nonspam, 66728 weighted)
+# False negatives: 156472 12.637% (22.157% of spam, 400295 weighted)
+# Average score for spam: 11.2 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.6
+# TOTAL: 1238200 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 66431 99.67%
-# Correctly spam: 68240 78.29%
-# False positives: 219 0.33%
-# False negatives: 18918 21.71%
-# TCR(l=50): 2.918106 SpamRecall: 78.295% SpamPrec: 99.680%
+# Correctly non-spam: 66257 99.71%
+# Correctly spam: 68595 77.85%
+# False positives: 196 0.29%
+# False negatives: 19514 22.15%
+# TCR(l=50): 3.005697 SpamRecall: 77.852% SpamPrec: 99.715%
##### 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: 520377 97.52%
-# Correctly spam: 323913 46.36%
-# False positives: 13259 2.48%
-# False negatives: 374719 53.64%
-# TCR(l=50): 0.673271 SpamRecall: 46.364% SpamPrec: 96.068%
+# Correctly non-spam: 518848 97.53%
+# Correctly spam: 335657 47.53%
+# False positives: 13141 2.47%
+# False negatives: 370554 52.47%
+# TCR(l=50): 0.687240 SpamRecall: 47.529% SpamPrec: 96.232%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 65000 97.52%
-# Correctly spam: 40394 46.35%
-# False positives: 1650 2.48%
-# False negatives: 46764 53.65%
-# TCR(l=50): 0.674264 SpamRecall: 46.346% SpamPrec: 96.076%
+# Correctly non-spam: 64771 97.47%
+# Correctly spam: 42138 47.82%
+# False positives: 1682 2.53%
+# False negatives: 45971 52.18%
+# TCR(l=50): 0.677392 SpamRecall: 47.825% SpamPrec: 96.162%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1867419&r1=1867418&r2=1867419&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Sep 24 05:04:04 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 440585 40.145% (99.875% of non-spam corpus)
-# Correctly spam: 607587 55.362% (92.571% of spam corpus)
-# False positives: 551 0.050% (0.125% of nonspam, 54483 weighted)
-# False negatives: 48760 4.443% (7.429% of spam, 102899 weighted)
-# Average score for spam: 16.0 nonspam: -1.6
-# Average for false-pos: 6.6 false-neg: 2.1
-# TOTAL: 1097483 100.00%
+# Correctly non-spam: 440589 40.147% (99.876% of non-spam corpus)
+# Correctly spam: 607633 55.368% (92.584% of spam corpus)
+# False positives: 547 0.050% (0.124% of nonspam, 54169 weighted)
+# False negatives: 48674 4.435% (7.416% of spam, 102432 weighted)
+# Average score for spam: 15.7 nonspam: -1.6
+# Average for false-pos: 6.7 false-neg: 2.1
+# TOTAL: 1097443 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54919 99.85%
-# Correctly spam: 75768 92.56%
-# False positives: 81 0.15%
-# False negatives: 6089 7.44%
-# TCR(l=50): 8.073479 SpamRecall: 92.561% SpamPrec: 99.893%
+# Correctly non-spam: 54917 99.85%
+# Correctly spam: 75676 92.46%
+# False positives: 83 0.15%
+# False negatives: 6174 7.54%
+# TCR(l=50): 7.928129 SpamRecall: 92.457% SpamPrec: 99.890%
##### 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: 439276 99.58%
-# Correctly spam: 493118 75.13%
+# Correctly spam: 493210 75.15%
# False positives: 1860 0.42%
-# False negatives: 163229 24.87%
-# TCR(l=50): 2.561564 SpamRecall: 75.131% SpamPrec: 99.624%
+# False negatives: 163097 24.85%
+# TCR(l=50): 2.562728 SpamRecall: 75.149% SpamPrec: 99.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54758 99.56%
-# Correctly spam: 61515 75.15%
+# Correctly spam: 61441 75.07%
# False positives: 242 0.44%
-# False negatives: 20342 24.85%
-# TCR(l=50): 2.523180 SpamRecall: 75.149% SpamPrec: 99.608%
+# False negatives: 20409 24.93%
+# TCR(l=50): 2.517764 SpamRecall: 75.065% SpamPrec: 99.608%