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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/01/22 05:30:43 UTC
svn commit: r1873022 [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=1873022&r1=1873021&r2=1873022&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jan 22 05:30:43 2020
@@ -5,53 +5,53 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.705
+score ADMITS_SPAM 0.714
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.567
-score ADVANCE_FEE_3_NEW_MONEY 0.311
+score ADVANCE_FEE_3_NEW 3.112
+score ADVANCE_FEE_3_NEW_MONEY 0.965
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.221
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.083
score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.328
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 0.521
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.334
+score AD_PREFS 0.500
+score ALIBABA_IMG_NOT_RCVD_ALI 2.010
score AMAZON_IMG_NOT_RCVD_AMZN 2.291
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 3.164
+score BITCOIN_EXTORT_01 2.857
score BITCOIN_MALWARE 0.001
score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 0.176
-score BITCOIN_SPAM_05 2.500
-score BITCOIN_SPAM_07 2.893
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.499
+score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_08 0.001
score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 2.459
+score BODY_SINGLE_URI 2.500
+score BODY_SINGLE_WORD 2.451
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.456
-score CANT_SEE_AD 1.955
-score CK_HELO_DYNAMIC_SPLIT_IP 0.001 # force non-zero
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 1.345
+score CANT_SEE_AD 1.420
+score CK_HELO_DYNAMIC_SPLIT_IP 0.001
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_96_Q 2.322
-score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.306
+score DATE_IN_FUTURE_96_Q 2.607
+score DEAR_BENEFICIARY 0.001 # force non-zero
+score DKIMWL_BL 2.305
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DX_TEXT_03 2.900
-score EBAY_IMG_NOT_RCVD_EBAY 0.919
-score END_FUTURE_EMAILS 1.391
+score DKIMWL_WL_MED -0.001
+score DX_TEXT_03 2.899
+score EBAY_IMG_NOT_RCVD_EBAY 1.120
+score END_FUTURE_EMAILS 1.396
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.230
+score FORGED_RELAY_MUA_TO_MX 3.396
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.740
+score FORM_FRAUD 0.999
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.786
+score FROM_2_EMAILS_SHORT 0.876
score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
@@ -59,153 +59,154 @@ score FROM_FMBLA_NEWDOM28 0.7
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001 # force non-zero
-score FROM_MISSP_DYNIP 3.898
+score FROM_MISSP_DYNIP 3.999
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.042
-score FROM_MISSP_TO_UNDISC 1.423
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 0.238
+score FROM_MISSP_SPF_FAIL 1.040
+score FROM_MISSP_TO_UNDISC 1.394
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 0.862
-score FROM_NTLD_REPLY_FREEMAIL 1.952
+score FROM_NTLD_LINKBAIT 1.331
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.469
-score FROM_SUSPICIOUS_NTLD_FP 1.615
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.529
score FROM_WSP_LEAD 0.001
-score FSL_BULK_SIG 0.940
-score FSL_CTYPE_WIN1251 0.001
+score FSL_BULK_SIG 0.962
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 1.797
-score FSL_NEW_HELO_USER 1.045
+score FSL_NEW_HELO_USER 1.395
score FSL_THIS_IS_ADV 3.199
-score FUZZY_BITCOIN 4.075
+score FUZZY_BITCOIN 4.197
score FUZZY_BTC_WALLET 0.001
-score FUZZY_CLICK_HERE 2.899
-score FUZZY_SECURITY 3.725
-score FUZZY_WALLET 0.001 # force non-zero
+score FUZZY_CLICK_HERE 2.999
+score FUZZY_SECURITY 3.724
+score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.337
-score GB_FREEMAIL_DISPTO 0.038
-score GB_GOOGLE_OBFUS 0.750
+score GB_BITCOIN_NH 1.643
+score GB_FREEMAIL_DISPTO 0.044
+score GB_GOOGLE_OBFUS 0.749
score HDRS_LCASE 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 HDR_ORDER_FTSDMCXX_NORDNS 3.500
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
-score HK_GOLDDUST 1.842
-score HK_LOTTO 1.000
+score HK_GOLDDUST 2.031
+score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.580
-score HOSTED_IMG_MULTI 2.999
+score HOSTED_IMG_DIRECT_MX 2.911
+score HOSTED_IMG_MULTI 0.245
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.139
-score HTML_TAG_BALANCE_CENTER 2.304
-score HTML_TEXT_INVISIBLE_STYLE 1.437
+score HTML_SINGLET_MANY 1.918
+score HTML_TAG_BALANCE_CENTER 2.369
+score HTML_TEXT_INVISIBLE_STYLE 1.448
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 1.395
-score KHOP_FAKE_EBAY 1.052
+score KB_FORGED_MOZ4 1.404
+score KHOP_FAKE_EBAY 0.462
score KHOP_HELO_FCRDNS 0.276
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.373
-score LONG_HEX_URI 2.187
-score LONG_IMG_URI 1.308
+score LIST_PRTL_SAME_USER 0.058
+score LONG_HEX_URI 2.482
+score LONG_IMG_URI 2.497
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.223
-score MALF_HTML_B64 2.926
+score MALFORMED_FREEMAIL 1.141
+score MALF_HTML_B64 3.011
score MALWARE_NORDNS 0.001
-score MAY_BE_FORGED 1.496
+score MAY_BE_FORGED 1.497
score MILLION_HUNDRED 2.599
score MIMEOLE_DIRECT_TO_MX 1.999
score MONEY_ATM_CARD 2.699
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.387
-score MONEY_FRAUD_3 1.268
+score MONEY_FORM_SHORT 1.389
+score MONEY_FRAUD_3 1.349
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.530
+score MONEY_FROM_MISSP 1.999
score NORDNS_LOW_CONTRAST 2.082
-score NO_FM_NAME_IP_HOSTN 0.897
-score NSL_RCVD_FROM_USER 1.065
+score NO_FM_NAME_IP_HOSTN 0.875
+score NSL_RCVD_FROM_USER 0.718
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.359
+score OBFU_BITCOIN 1.645
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.999
-score PDS_BTC_NTLD 1.565
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_BTC_NTLD 0.294
+score PDS_EMPTYSUBJ_URISHRT 1.500
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 2.199
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 1.096
+score PDS_HELO_SPF_FAIL 1.542
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.933
+score PDS_OTHER_BAD_TLD 1.978
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.344
+score PDS_SHORT_BOGUS_MSM_HDRS 1.999
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.572
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.660
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 1.001
-score PHP_ORIG_SCRIPT 2.500
+score PDS_TO_EQ_FROM_NAME 0.001
+score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 2.999
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score SCRIPT_GIBBERISH 3.116
-score SERGIO_SUBJECT_PORN014 2.999
+score RCVD_IN_MSPIKE_H2 -0.001
+score SCRIPT_GIBBERISH 3.055
+score SERGIO_SUBJECT_PORN014 3.000
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.578
+score SHORT_IMG_SUSP_NTLD 0.057
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 2.000
-score SPOOFED_FREEMAIL_NO_RDNS 0.679
-score SPOOFED_FREEM_REPTO 1.078
+score SINGLETS_LOW_CONTRAST 0.223
+score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.678
+score SPOOFED_FREEM_REPTO 1.081
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 2.499
-score STOX_BOUND_090909_B 1.436
-score SUBJ_OBFU_PUNCT_FEW 0.545
-score SUBJ_OBFU_PUNCT_MANY 1.150
+score STOCK_LOW_CONTRAST 2.500
+score STOX_BOUND_090909_B 1.442
+score SUBJ_OBFU_PUNCT_FEW 0.209
+score SUBJ_OBFU_PUNCT_MANY 1.517
score THIS_AD 1.699
-score THIS_IS_ADV_SUSP_NTLD 1.199
+score THIS_IS_ADV_SUSP_NTLD 0.746
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DIRECT_MX 2.497
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.847
-score TO_EQ_FM_DOM_SPF_FAIL 0.886
-score TO_EQ_FM_HTML_ONLY 0.069
-score TO_EQ_FM_SPF_FAIL 1.047
+score TO_EQ_FM_DOM_HTML_ONLY 0.793
+score TO_EQ_FM_DOM_SPF_FAIL 0.692
+score TO_EQ_FM_HTML_ONLY 0.439
+score TO_EQ_FM_SPF_FAIL 1.241
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.895
-score TO_NO_BRKTS_FROM_MSSP 2.395
+score TO_NAME_SUBJ_NO_RDNS 2.893
+score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 0.838
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 0.129
+score TO_NO_BRKTS_NORDNS_HTML 0.125
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.003
+score TVD_SPACE_RATIO_MINFP 2.002
score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 1.440
+score UPGRADE_MAILBOX 1.598
score URI_BUFFLY 1.999
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 1.396
-score URI_PHISH 3.160
-score URI_PHP_REDIR 3.500
+score URI_ONLY_MSGID_MALF 1.506
+score URI_PHISH 3.120
+score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.769
+score XPRIO_SHORT_SUBJ 1.950
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 1.698
+score YOU_INHERIT 2.499
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -280,7 +281,6 @@ score MIME_NO_TEXT 1.0
score MONERO_EXTORT_01 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score PDS_FRNOM_TODOM_NAKED_TO 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1873022&r1=1873021&r2=1873022&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jan 22 05:30:43 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 698728 51.692% (99.669% of non-spam corpus)
-# Correctly spam: 488457 36.136% (75.069% of spam corpus)
-# False positives: 2317 0.171% (0.331% of nonspam, 64188 weighted)
-# False negatives: 162222 12.001% (24.931% of spam, 399689 weighted)
-# Average score for spam: 10.8 nonspam: 0.6
-# Average for false-pos: 6.0 false-neg: 2.5
-# TOTAL: 1351724 100.00%
+# Correctly non-spam: 712988 52.789% (99.578% of non-spam corpus)
+# Correctly spam: 473225 35.037% (74.568% of spam corpus)
+# False positives: 3018 0.223% (0.422% of nonspam, 79471 weighted)
+# False negatives: 161394 11.950% (25.432% of spam, 391242 weighted)
+# Average score for spam: 10.5 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.4
+# TOTAL: 1350625 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 87079 99.57%
-# Correctly spam: 61343 75.58%
-# False positives: 380 0.43%
-# False negatives: 19825 24.42%
-# TCR(l=50): 2.090612 SpamRecall: 75.575% SpamPrec: 99.384%
+# Correctly non-spam: 88840 99.45%
+# Correctly spam: 59157 74.69%
+# False positives: 487 0.55%
+# False negatives: 20050 25.31%
+# TCR(l=50): 1.783941 SpamRecall: 74.687% SpamPrec: 99.183%
##### 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: 685786 97.82%
-# Correctly spam: 239298 36.78%
-# False positives: 15259 2.18%
-# False negatives: 411381 63.22%
-# TCR(l=50): 0.554085 SpamRecall: 36.777% SpamPrec: 94.006%
+# Correctly non-spam: 700794 97.88%
+# Correctly spam: 228805 36.05%
+# False positives: 15212 2.12%
+# False negatives: 405814 63.95%
+# TCR(l=50): 0.544077 SpamRecall: 36.054% SpamPrec: 93.766%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 85457 97.71%
-# Correctly spam: 29729 36.63%
-# False positives: 2002 2.29%
-# False negatives: 51439 63.37%
-# TCR(l=50): 0.535624 SpamRecall: 36.627% SpamPrec: 93.691%
+# Correctly non-spam: 87387 97.83%
+# Correctly spam: 28762 36.31%
+# False positives: 1940 2.17%
+# False negatives: 50445 63.69%
+# TCR(l=50): 0.537197 SpamRecall: 36.312% SpamPrec: 93.681%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1873022&r1=1873021&r2=1873022&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jan 22 05:30:43 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 714820 53.686% (99.701% of non-spam corpus)
-# Correctly spam: 538160 40.418% (87.573% of spam corpus)
-# False positives: 2143 0.161% (0.299% of nonspam, 115772 weighted)
-# False negatives: 76370 5.736% (12.427% of spam, 118393 weighted)
-# Average score for spam: 17.4 nonspam: -2.5
-# Average for false-pos: 6.3 false-neg: 1.6
-# TOTAL: 1331493 100.00%
+# Correctly non-spam: 712765 53.534% (99.416% of non-spam corpus)
+# Correctly spam: 537797 40.393% (87.523% of spam corpus)
+# False positives: 4187 0.314% (0.584% of nonspam, 202828 weighted)
+# False negatives: 76668 5.758% (12.477% of spam, 120744 weighted)
+# Average score for spam: 17.3 nonspam: -2.5
+# Average for false-pos: 5.7 false-neg: 1.6
+# TOTAL: 1331417 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88948 99.44%
-# Correctly spam: 67373 87.76%
-# False positives: 499 0.56%
-# False negatives: 9397 12.24%
-# TCR(l=50): 2.235130 SpamRecall: 87.760% SpamPrec: 99.265%
+# Correctly non-spam: 88928 99.42%
+# Correctly spam: 67315 87.69%
+# False positives: 517 0.58%
+# False negatives: 9452 12.31%
+# TCR(l=50): 2.174579 SpamRecall: 87.687% SpamPrec: 99.238%
##### 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: 714874 99.71%
-# Correctly spam: 349893 56.94%
-# False positives: 2089 0.29%
-# False negatives: 264637 43.06%
-# TCR(l=50): 1.665000 SpamRecall: 56.937% SpamPrec: 99.407%
+# Correctly non-spam: 714877 99.71%
+# Correctly spam: 349944 56.95%
+# False positives: 2075 0.29%
+# False negatives: 264521 43.05%
+# TCR(l=50): 1.668513 SpamRecall: 56.951% SpamPrec: 99.411%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 89192 99.71%
-# Correctly spam: 43628 56.83%
+# Correctly non-spam: 89190 99.71%
+# Correctly spam: 43723 56.96%
# False positives: 255 0.29%
-# False negatives: 33142 43.17%
-# TCR(l=50): 1.672841 SpamRecall: 56.829% SpamPrec: 99.419%
+# False negatives: 33044 43.04%
+# TCR(l=50): 1.676355 SpamRecall: 56.955% SpamPrec: 99.420%