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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/17 05:14:56 UTC
svn commit: r1874096 [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=1874096&r1=1874095&r2=1874096&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Feb 17 05:14:56 2020
@@ -3,220 +3,222 @@
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.706
-score ADMITS_SPAM 2.743
-score ADVANCE_FEE_2_NEW_MONEY 0.570
-score ADVANCE_FEE_3_NEW 3.466
+score AC_FROM_MANY_DOTS 1.594
+score ADMITS_SPAM 2.193
+score ADVANCE_FEE_2_NEW_MONEY 1.083
+score ADVANCE_FEE_3_NEW 3.462
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.299
-score ADVANCE_FEE_4_NEW_MONEY 1.055
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score AD_PREFS 0.500
-score AMAZON_IMG_NOT_RCVD_AMZN 1.501
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.300
+score ADVANCE_FEE_4_NEW_MONEY 1.058
+score ADVANCE_FEE_5_NEW 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 1.503
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 1.267
-score BITCOIN_EXTORT_01 2.226
-score BITCOIN_MALWARE 2.447
-score BITCOIN_PAY_ME 2.195
+score BITCOIN_DEADLINE 1.268
+score BITCOIN_EXTORT_01 1.402
+score BITCOIN_MALWARE 3.305
+score BITCOIN_PAY_ME 2.739
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 0.575
+score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 1.659
-score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.998
-score BOGUS_MIME_VERSION 0.668
-score BOGUS_MSM_HDRS 2.999
+score BODY_SINGLE_URI 1.007
+score BODY_SINGLE_WORD 0.054
+score BODY_URI_ONLY 0.999
+score BOGUS_MIME_VERSION 0.851
+score BOGUS_MSM_HDRS 1.429
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.998
+score CK_HELO_GENERIC 0.250
+score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 1.764
+score DKIMWL_BL 2.201
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.221
-score DSN_NO_MIMEVERSION 1.997
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.608
+score DSN_NO_MIMEVERSION 1.999
score DX_TEXT_03 1.399
-score END_FUTURE_EMAILS 2.497
+score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.102
-score FORGED_SPF_HELO 1.262
+score FORGED_RELAY_MUA_TO_MX 3.181
+score FORGED_SPF_HELO 1.189
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.273
+score FORM_FRAUD_3 2.299
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 2.280
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 2.346
score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 0.377
+score FROM_ADDR_WS 0.719
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.800
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.481
+score FROM_MISSP_DYNIP 1.914
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
-score FROM_MISSP_TO_UNDISC 1.657
+score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 1.612
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
score FROM_NAME_EQ_TO_G_DRIVE 1.499
score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.158
+score FROM_NTLD_REPLY_FREEMAIL 0.307
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.299
-score FROM_UNBAL2 1.590
-score FROM_WSP_TRAIL 2.197
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 1.737
+score FROM_UNBAL2 2.299
+score FROM_WORDY 2.269
+score FROM_WSP_TRAIL 2.199
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 0.883
+score FSL_HELO_FAKE 1.793
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.825
+score FSL_THIS_IS_ADV 1.450
score FUZZY_BITCOIN 2.499
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.271
+score GB_BITCOIN_NH 2.999
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUR 0.450
-score GB_GOOGLE_OBFUS 0.750
-score GB_WP_FILELINK 0.001
-score GOOG_REDIR_HTML_ONLY 1.798
-score GOOG_REDIR_NORDNS 2.799
+score GB_GOOGLE_OBFUR 0.201
+score GB_GOOGLE_OBFUS 0.749
+score GB_WP_FILELINK 1.999
+score GOOG_REDIR_HTML_ONLY 1.005
+score GOOG_REDIR_NORDNS 2.699
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.240
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 2.399
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001 # force non-zero
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_RCVD_IP_MULTICAST 1.040
-score HK_SCAM 1.995
-score HOSTED_IMG_DIRECT_MX 2.851
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 0.314
+score HK_SCAM 1.372
+score HOSTED_IMG_DIRECT_MX 2.852
score HTML_OFF_PAGE 1.441
-score HTML_SINGLET_MANY 1.412
-score HTML_TAG_BALANCE_CENTER 2.747
+score HTML_SINGLET_MANY 0.495
+score HTML_TAG_BALANCE_CENTER 2.411
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.428
+score HTML_TEXT_INVISIBLE_STYLE 1.352
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.163
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.398
-score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 2.848
+score KB_FORGED_MOZ4 2.670
+score KHOP_FAKE_EBAY 0.680
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PRTL_SAME_USER 2.928
score LONG_HEX_URI 1.617
-score LONG_IMG_URI 0.973
+score LONG_IMG_URI 0.970
score LOTS_OF_MONEY 0.001 # force non-zero
-score MALFORMED_FREEMAIL 1.138
-score MALF_HTML_B64 1.791
-score MALWARE_NORDNS 1.876
-score MALWARE_PASSWORD 1.868
-score MAY_BE_FORGED 1.097
-score MILLION_HUNDRED 0.545
+score MALFORMED_FREEMAIL 1.137
+score MALF_HTML_B64 0.378
+score MALWARE_NORDNS 2.397
+score MALWARE_PASSWORD 2.964
+score MAY_BE_FORGED 1.116
+score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.197
+score MIXED_ES 1.039
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.961
-score MONEY_FRAUD_3 0.523
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.754
+score MONEY_FORM_SHORT 1.535
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_8 2.570
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.207
-score NO_FM_NAME_IP_HOSTN 1.834
+score NORDNS_LOW_CONTRAST 2.189
+score NO_FM_NAME_IP_HOSTN 1.831
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
+score NSL_RCVD_HELO_USER 0.001 # force non-zero
score OBFU_BITCOIN 2.999
-score PDS_BTC_ID 0.498
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_ILLEGAL_CHARS 1.762
-score PDS_DBL_URL_TNB_RUNON 0.001
-score PDS_EMPTYSUBJ_URISHRT 0.261
+score PDS_DBL_URL_ILLEGAL_CHARS 0.497
+score PDS_DBL_URL_TNB_RUNON 1.229
+score PDS_EMPTYSUBJ_URISHRT 0.437
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.572
+score PDS_FROM_2_EMAILS 1.449
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.122
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_HELO_SPF_FAIL 0.502
+score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.722
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHPEXP_BOT 0.294
score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 0.115
-score PDS_SHORTFWD_URISHRT 1.498
-score PDS_SHORT_BOGUS_MSM_HDRS 0.032
-score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.779
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.713
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
+score PDS_PHP_EVAL 1.499
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_BOGUS_MSM_HDRS 0.425
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.770
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.726
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
-score PHP_ORIG_SCRIPT 2.038
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PHP_ORIG_SCRIPT 0.001
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
score RATWARE_NO_RDNS 2.999
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 2.504
-score RDNS_NUM_TLD_XM 1.075
-score RISK_FREE 0.464
-score SERGIO_SUBJECT_PORN014 4.100
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_ATCHNX 1.721
+score RDNS_NUM_TLD_XM 2.634
+score RISK_FREE 0.466
+score SERGIO_SUBJECT_PORN014 4.099
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_BODY_G_DRIVE_DYN 0.961
-score SHORT_IMG_SUSP_NTLD 0.001
-score SHORT_SHORTNER 1.997
+score SHORT_BODY_G_DRIVE_DYN 1.499
+score SHORT_IMG_SUSP_NTLD 0.985
+score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.997
-score SPOOFED_FREEMAIL_NO_RDNS 0.798
-score SPOOFED_FREEM_REPTO 1.996
-score STATIC_XPRIO_OLE 0.001
-score STOCK_LOW_CONTRAST 2.498
+score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 1.028
+score SPOOFED_FREEM_REPTO 1.997
+score STATIC_XPRIO_OLE 0.202
+score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.747
+score SUBJ_OBFU_PUNCT_MANY 1.749
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.630
-score THIS_IS_ADV_SUSP_NTLD 0.440
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 1.498
+score THIS_AD 1.642
+score THIS_IS_ADV_SUSP_NTLD 0.001
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 1.497
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.880
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.799
+score TO_EQ_FM_DOM_SPF_FAIL 0.177
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 0.124
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.238
-score TO_NO_BRKTS_FROM_MSSP 1.315
-score TO_NO_BRKTS_HTML_IMG 0.833
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.793
-score TO_NO_BRKTS_NORDNS_HTML 1.414
-score TO_NO_BRKTS_PCNT 2.267
+score TO_EQ_FM_SPF_FAIL 0.028
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NO_BRKTS_FROM_MSSP 1.218
+score TO_NO_BRKTS_HTML_IMG 0.837
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.779
+score TO_NO_BRKTS_NORDNS_HTML 1.511
+score TO_NO_BRKTS_PCNT 2.292
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 0.998
-score UNICODE_OBFU_ASC 2.285
+score TVD_SPACE_RATIO_MINFP 0.997
+score UNICODE_OBFU_ASC 2.499
score UPGRADE_MAILBOX 0.001
score URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 2.100
-score URI_ONLY_MSGID_MALF 0.215
-score URI_PHISH 2.795
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 0.973
+score URI_GOOGLE_PROXY 2.099
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 2.256
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 0.692
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.496
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.252
+score XPRIO_SHORT_SUBJ 1.248
score XPRIO_URL_SHORTNER 0.999
score YOU_INHERIT 2.199
score AC_HTML_NONSENSE_TAGS 1.000
@@ -263,7 +265,6 @@ score FROM_GOV_REPLYTO_FREEMAIL 1.0
score FROM_NEWDOM_BTC 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
-score FROM_WORDY 1.000
score FROM_WORDY_SHORT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1874096&r1=1874095&r2=1874096&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Feb 17 05:14:56 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 748721 52.813% (99.652% of non-spam corpus)
-# Correctly spam: 504003 35.551% (75.636% of spam corpus)
-# False positives: 2615 0.184% (0.348% of nonspam, 69620 weighted)
-# False negatives: 162349 11.452% (24.364% of spam, 417512 weighted)
-# Average score for spam: 9.4 nonspam: 0.6
-# Average for false-pos: 6.0 false-neg: 2.6
-# TOTAL: 1417688 100.00%
+# Correctly non-spam: 684218 57.036% (99.678% of non-spam corpus)
+# Correctly spam: 392089 32.684% (76.402% of spam corpus)
+# False positives: 2213 0.184% (0.322% of nonspam, 49096 weighted)
+# False negatives: 121102 10.095% (23.598% of spam, 305763 weighted)
+# Average score for spam: 8.8 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.5
+# TOTAL: 1199622 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 93221 99.50%
-# Correctly spam: 64544 77.65%
-# False positives: 464 0.50%
-# False negatives: 18577 22.35%
-# TCR(l=50): 1.989635 SpamRecall: 77.651% SpamPrec: 99.286%
+# Correctly non-spam: 85283 99.61%
+# Correctly spam: 49178 76.69%
+# False positives: 333 0.39%
+# False negatives: 14948 23.31%
+# TCR(l=50): 2.029432 SpamRecall: 76.690% SpamPrec: 99.327%
##### 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: 736619 98.04%
-# Correctly spam: 218579 32.80%
-# False positives: 14717 1.96%
-# False negatives: 447773 67.20%
-# TCR(l=50): 0.562977 SpamRecall: 32.802% SpamPrec: 93.692%
+# Correctly non-spam: 674917 98.32%
+# Correctly spam: 163032 31.77%
+# False positives: 11514 1.68%
+# False negatives: 350159 68.23%
+# TCR(l=50): 0.554286 SpamRecall: 31.768% SpamPrec: 93.403%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91941 98.14%
-# Correctly spam: 27410 32.98%
-# False positives: 1744 1.86%
-# False negatives: 55711 67.02%
-# TCR(l=50): 0.581628 SpamRecall: 32.976% SpamPrec: 94.018%
+# Correctly non-spam: 84180 98.32%
+# Correctly spam: 20463 31.91%
+# False positives: 1436 1.68%
+# False negatives: 43663 68.09%
+# TCR(l=50): 0.555381 SpamRecall: 31.911% SpamPrec: 93.443%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1874096&r1=1874095&r2=1874096&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Feb 17 05:14:56 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 366166 34.987% (96.768% of non-spam corpus)
-# Correctly spam: 577710 55.200% (86.461% of spam corpus)
-# False positives: 12230 1.169% (3.232% of nonspam, 1841359 weighted)
-# False negatives: 90463 8.644% (13.539% of spam, 160252 weighted)
+# Correctly non-spam: 366147 34.987% (96.766% of non-spam corpus)
+# Correctly spam: 578900 55.316% (86.642% of spam corpus)
+# False positives: 12236 1.169% (3.234% of nonspam, 1838780 weighted)
+# False negatives: 89251 8.528% (13.358% of spam, 154203 weighted)
# Average score for spam: 16.1 nonspam: -1.9
-# Average for false-pos: 8.5 false-neg: 1.8
-# TOTAL: 1046569 100.00%
+# Average for false-pos: 8.5 false-neg: 1.7
+# TOTAL: 1046534 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45672 96.82%
-# Correctly spam: 72078 86.45%
-# False positives: 1499 3.18%
-# False negatives: 11297 13.55%
-# TCR(l=50): 0.966700 SpamRecall: 86.450% SpamPrec: 97.963%
+# Correctly non-spam: 45641 96.76%
+# Correctly spam: 72199 86.60%
+# False positives: 1527 3.24%
+# False negatives: 11176 13.40%
+# TCR(l=50): 0.952574 SpamRecall: 86.596% SpamPrec: 97.929%
##### 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: 376098 99.39%
-# Correctly spam: 344019 51.49%
-# False positives: 2298 0.61%
-# False negatives: 324154 48.51%
-# TCR(l=50): 1.521847 SpamRecall: 51.487% SpamPrec: 99.336%
+# Correctly non-spam: 376095 99.40%
+# Correctly spam: 343983 51.48%
+# False positives: 2288 0.60%
+# False negatives: 324168 48.52%
+# TCR(l=50): 1.523483 SpamRecall: 51.483% SpamPrec: 99.339%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46867 99.36%
-# Correctly spam: 42553 51.04%
-# False positives: 304 0.64%
-# False negatives: 40822 48.96%
-# TCR(l=50): 1.488255 SpamRecall: 51.038% SpamPrec: 99.291%
+# Correctly non-spam: 46866 99.36%
+# Correctly spam: 42684 51.20%
+# False positives: 302 0.64%
+# False negatives: 40691 48.80%
+# TCR(l=50): 1.494417 SpamRecall: 51.195% SpamPrec: 99.297%