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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/01/19 02:46:54 UTC
svn commit: r1897185 [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=1897185&r1=1897184&r2=1897185&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jan 19 02:46:54 2022
@@ -1,231 +1,236 @@
# Using score set 1 logs for revision 1897080 from:
# ham-net-darxus.r1897080.log ham-net-ena-week0.r1897080.log ham-net-ena-week1.r1897080.log ham-net-ena-week2.r1897080.log ham-net-ena-week3.r1897080.log ham-net-ena-week4.r1897080.log ham-net-giovanni-ham.r1897080.log ham-net-giovanni-spammy.r1897080.log ham-net-giovanni-spam.r1897080.log ham-net-grenier.r1897080.log ham-net-hege.r1897080.log ham-net-jhardin.r1897080.log ham-net-llanga.r1897080.log ham-net-mmiroslaw-mails-ham.r1897080.log ham-net-mmiroslaw-mails-spam.r1897080.log ham-net-pds.r1897080.log ham-net-thendrikx.r1897080.log spam-net-darxus.r1897080.log spam-net-ena-week0.r1897080.log spam-net-ena-week1.r1897080.log spam-net-ena-week2.r1897080.log spam-net-ena-week3.r1897080.log spam-net-ena-week4.r1897080.log spam-net-giovanni-ham.r1897080.log spam-net-giovanni-spammy.r1897080.log spam-net-giovanni-spam.r1897080.log spam-net-grenier.r1897080.log spam-net-hege.r1897080.log spam-net-jhardin.r1897080.log spam-net-llanga.r1897080.log spam-net-mmiroslaw-mails-ham.r1897080.log
spam-net-mmiroslaw-mails-spam.r1897080.log spam-net-pds.r1897080.log spam-net-thendrikx.r1897080.log
-score ACCT_PHISHING_MANY 2.762
+score ACCT_PHISHING_MANY 2.578
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.997
+score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_SPAMMY_URI_PATTERNS8 2.766
+score AC_SPAMMY_URI_PATTERNS8 2.621
score ADMITS_SPAM 2.397
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.049
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.420
-score ADVANCE_FEE_3_NEW_MONEY 1.188
-score ADVANCE_FEE_4_NEW 2.051
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.247
+score ADVANCE_FEE_2_NEW_MONEY 1.626
+score ADVANCE_FEE_3_NEW 2.078
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.553
+score ADVANCE_FEE_3_NEW_MONEY 1.321
+score ADVANCE_FEE_4_NEW 2.085
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.251
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.923
+score ADVANCE_FEE_5_NEW 1.057
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.494
score AD_PREFS 0.498
-score AMAZON_IMG_NOT_RCVD_AMZN 1.641
+score AMAZON_IMG_NOT_RCVD_AMZN 1.045
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.570
+score BIGNUM_EMAILS_FREEM 0.521
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_DEADLINE 0.001
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 3.224
+score BITCOIN_MALF_HTML 3.223
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 0.585
-score BITCOIN_SPAM_04 1.498
-score BITCOIN_SPAM_05 1.765
+score BITCOIN_SPAM_02 0.552
+score BITCOIN_SPAM_04 1.404
+score BITCOIN_SPAM_05 2.266
score BITCOIN_SPAM_07 3.496
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 0.785
+score BITCOIN_YOUR_INFO 0.780
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.503
-score BOGUS_MIME_VERSION 2.861
-score CK_HELO_GENERIC 0.001
+score BODY_URI_ONLY 0.283
+score BOGUS_MIME_VERSION 3.175
+score CK_HELO_GENERIC 0.001 # force non-zero
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.121
+score DEAR_BENEFICIARY 1.003
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.700
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.998
-score END_FUTURE_EMAILS 0.337
-score FILL_THIS_FORM 0.067
+score DKIMWL_WL_HIGH -0.696
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.997
+score END_FUTURE_EMAILS 0.294
+score FILL_THIS_FORM 0.077
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.733
-score FONT_INVIS_LONG_LINE 2.240
-score FONT_INVIS_MSGID 1.053
-score FONT_INVIS_NORDNS 1.151
-score FORGED_SPF_HELO 1.220
+score FONT_INVIS_HTML_NOHTML 0.850
+score FONT_INVIS_LONG_LINE 2.134
+score FONT_INVIS_MSGID 1.404
+score FONT_INVIS_NORDNS 1.292
+score FORGED_SPF_HELO 1.274
score FORM_FRAUD_3 2.197
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 3.396
-score FROM_2_EMAILS_SHORT 0.827
-score FROM_FMBLA_NEWDOM 1.498
+score FROM_2_EMAILS_SHORT 0.815
+score FROM_FMBLA_NEWDOM 1.497
score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.652
+score FROM_FMBLA_NEWDOM28 0.797
+score FROM_GOV_DKIM_AU -0.744
score FROM_IN_TO_AND_SUBJ 1.697
score FROM_MISSPACED 0.001
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 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_MULTI_NORDNS 0.988
-score FROM_NEWDOM_BTC 1.916
+score FROM_MULTI_NORDNS 0.996
+score FROM_NEWDOM_BTC 1.000
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 0.899
-score FSL_BULK_SIG 1.995
+score FROM_SUSPICIOUS_NTLD_FP 0.891
+score FSL_BULK_SIG 1.968
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 2.796
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.900
-score FUZZY_BTC_WALLET 1.391
-score FUZZY_CLICK_HERE 0.729
-score FUZZY_NORTON 0.480
-score FUZZY_PAYPAL 2.397
-score FUZZY_SECURITY 0.529
+score FUZZY_BITCOIN 1.150
+score FUZZY_BTC_WALLET 0.730
+score FUZZY_CLICK_HERE 2.197
+score FUZZY_NORTON 2.074
+score FUZZY_PAYPAL 2.395
+score FUZZY_SECURITY 0.640
score FUZZY_WALLET 2.996
score GAPPY_LOW_CONTRAST 2.498
-score GB_FAKE_RF_SHORT 0.198
+score GB_FAKE_RF_SHORT 0.157
score GB_FREEMAIL_DISPTO 0.498
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.606
-score GOOG_REDIR_SHORT 3.153
-score GOOG_STO_EMAIL_PHISH 2.563
+score GOOG_REDIR_NORDNS 2.600
+score GOOG_REDIR_SHORT 3.070
+score GOOG_STO_EMAIL_PHISH 2.402
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.796
-score HDRS_LCASE_IMGONLY 0.098
+score HAS_X_OUTGOING_SPAM_STAT 0.799
+score HDRS_LCASE 0.001
+score HDRS_LCASE_IMGONLY 0.097
score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.015
+score HK_RANDOM_FROM 0.429
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.690
+score HOSTED_IMG_DIRECT_MX 2.922
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 0.901
-score HTML_FONT_TINY_NORDNS 1.050
+score HTML_ENTITY_ASCII 1.729
+score HTML_FONT_TINY_NORDNS 0.997
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 0.001
score HTML_TAG_BALANCE_CENTER 2.579
-score HTML_TEXT_INVISIBLE_FONT 1.472
-score HTML_TEXT_INVISIBLE_STYLE 2.120
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.322
-score LONGLN_LOW_CONTRAST 2.044
+score HTML_TEXT_INVISIBLE_FONT 1.145
+score HTML_TEXT_INVISIBLE_STYLE 1.792
+score JH_SPAMMY_HEADERS 3.493
+score KHOP_FAKE_EBAY 1.098
+score KHOP_HELO_FCRDNS 0.237
+score LONGLN_LOW_CONTRAST 1.846
score LONG_HEX_URI 0.001
-score LONG_IMG_URI 0.682
-score LONG_INVISIBLE_TEXT 1.505
+score LONG_IMG_URI 0.156
+score LONG_INVISIBLE_TEXT 1.606
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 0.001
score MALWARE_NORDNS 0.001
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.882
+score MIXED_AREA_CASE 0.478
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 2.513
-score MIXED_HREF_CASE 1.310
-score MIXED_IMG_CASE 1.027
-score MONEY_FORM_SHORT 0.793
+score MIXED_ES 2.509
+score MIXED_HREF_CASE 1.332
+score MIXED_IMG_CASE 2.378
+score MONEY_FORM_SHORT 0.896
score MONEY_FRAUD_3 2.596
-score MONEY_FRAUD_5 1.067
-score MONEY_FRAUD_8 0.139
+score MONEY_FRAUD_5 1.221
+score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_MISSP 0.001
score MSGID_NOFQDN1 0.502
-score MSMAIL_PRI_ABNORMAL 0.001 # force non-zero
-score NAME_EMAIL_DIFF 1.193
-score NA_DOLLARS 1.015
+score MSMAIL_PRI_ABNORMAL 0.001
+score NAME_EMAIL_DIFF 0.882
+score NA_DOLLARS 0.870
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.792
-score OBFU_BITCOIN 2.169
-score ODD_FREEM_REPTO 2.186
+score NSL_RCVD_HELO_USER 1.938
+score OBFU_BITCOIN 1.108
+score ODD_FREEM_REPTO 2.184
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_CPANEL_PORT_SPOOFEDURL 0.498
-score PDS_FRNOM_TODOM_DBL_URL 0.440
-score PDS_FRNOM_TODOM_NAKED_TO 1.495
-score PDS_FROM_NAME_TO_DOMAIN 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.183
+score PDS_FROM_NAME_TO_DOMAIN 1.806
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.070
-score PDS_PHP_EVAL 1.499
+score PDS_OTHER_BAD_TLD 1.995
+score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.010
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.322
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.346
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TO_EQ_FROM_NAME 2.263
-score PHP_ORIG_SCRIPT 1.753
-score PHP_ORIG_SCRIPT_EVAL 2.339
-score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.946
+score PDS_TO_EQ_FROM_NAME 2.468
+score PHP_ORIG_SCRIPT 2.035
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.495
+score PP_MIME_FAKE_ASCII_TEXT 0.940
score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.001
-score REPLYTO_EMPTY 2.896
-score SCRIPT_GIBBERISH 2.497
-score SENDGRID_REDIR 0.490
-score SERGIO_SUBJECT_PORN011 2.140
-score SERGIO_SUBJECT_VIAGRA01 4.196
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.297
+score RDNS_NUM_TLD_XM 1.768
+score REPLYTO_EMPTY 2.996
+score SCRIPT_GIBBERISH 2.495
+score SENDGRID_REDIR 0.521
+score SERGIO_SUBJECT_PORN011 0.001
+score SERGIO_SUBJECT_VIAGRA01 1.660
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.495
+score SHORTENED_URL_SRC 2.197
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.552
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL 1.571
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOF_GMAIL_MID 0.670
+score SPOOF_GMAIL_MID 0.662
score STATIC_XPRIO_OLE 0.001
score SUSP_UTF8_WORD_SUBJ 1.997
score THIS_AD 0.798
score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.260
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.353
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 0.657
score TO_NO_BRKTS_DYNIP 0.001
-score TO_NO_BRKTS_FROM_MSSP 0.645
-score TO_NO_BRKTS_HTML_IMG 1.998
+score TO_NO_BRKTS_FROM_MSSP 0.806
+score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.124
-score TO_NO_BRKTS_PCNT 1.493
+score TO_NO_BRKTS_NORDNS_HTML 1.113
+score TO_NO_BRKTS_PCNT 2.019
score TUMBLR_IMG_NOT_RCVD_TUMB 1.997
score TVD_RCVD_SPACE_BRACKET 3.096
-score UNDISC_FREEM 3.196
-score UNDISC_MONEY 3.000
+score TVD_SPACE_ENCODED 0.001
+score UNDISC_FREEM 3.096
+score UNDISC_MONEY 2.941
score UNICODE_OBFU_ASC 2.497
-score URI_AZURE_CLOUDAPP 2.866
-score URI_DOTEDU 1.997
+score URI_AZURE_CLOUDAPP 2.856
+score URI_DOTEDU 1.995
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 1.714
+score URI_GOOGLE_PROXY 1.716
score URI_IMG_WP_REDIR 2.996
score URI_IN_URI_10 3.496
score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.621
-score URI_PHP_REDIR 2.845
+score URI_PHISH 3.626
+score URI_PHP_REDIR 2.932
score URI_TRY_3LD 1.997
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.865
+score XM_DIGITS_ONLY 0.882
score XM_LIGHT_HEAVY 2.497
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO 0.001
-score YOU_INHERIT 2.031
+score YOU_INHERIT 1.034
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -318,6 +323,7 @@ score LOTTO_AGENT 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_FONT_CASE 1.000
score MONERO_DEADLINE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1897185&r1=1897184&r2=1897185&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jan 19 02:46:54 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 342771 34.435% (99.749% of non-spam corpus)
-# Correctly spam: 485983 48.822% (74.561% of spam corpus)
-# False positives: 864 0.087% (0.251% of nonspam, 54858 weighted)
-# False negatives: 165808 16.657% (25.439% of spam, 371113 weighted)
+# Correctly non-spam: 342640 34.421% (99.710% of non-spam corpus)
+# Correctly spam: 496235 49.852% (76.134% of spam corpus)
+# False positives: 995 0.100% (0.290% of nonspam, 61060 weighted)
+# False negatives: 155555 15.627% (23.866% of spam, 320459 weighted)
# Average score for spam: 8.9 nonspam: 0.6
-# Average for false-pos: 6.7 false-neg: 2.2
-# TOTAL: 995426 100.00%
+# Average for false-pos: 6.5 false-neg: 2.1
+# TOTAL: 995425 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 42718 99.70%
-# Correctly spam: 60604 74.54%
-# False positives: 129 0.30%
-# False negatives: 20700 25.46%
-# TCR(l=50): 2.994622 SpamRecall: 74.540% SpamPrec: 99.788%
+# Correctly non-spam: 42709 99.68%
+# Correctly spam: 62063 76.34%
+# False positives: 138 0.32%
+# False negatives: 19240 23.66%
+# TCR(l=50): 3.110291 SpamRecall: 76.335% SpamPrec: 99.778%
##### 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: 334393 97.31%
-# Correctly spam: 311152 47.74%
+# Correctly spam: 311013 47.72%
# False positives: 9242 2.69%
-# False negatives: 340639 52.26%
-# TCR(l=50): 0.811959 SpamRecall: 47.738% SpamPrec: 97.115%
+# False negatives: 340777 52.28%
+# TCR(l=50): 0.811818 SpamRecall: 47.717% SpamPrec: 97.114%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 41720 97.37%
-# Correctly spam: 38813 47.74%
+# Correctly spam: 38927 47.88%
# False positives: 1127 2.63%
-# False negatives: 42491 52.26%
-# TCR(l=50): 0.822574 SpamRecall: 47.738% SpamPrec: 97.178%
+# False negatives: 42376 52.12%
+# TCR(l=50): 0.823522 SpamRecall: 47.879% SpamPrec: 97.186%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1897185&r1=1897184&r2=1897185&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jan 19 02:46:54 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 318438 49.740% (99.729% of non-spam corpus)
-# Correctly spam: 288275 45.028% (89.831% of spam corpus)
-# False positives: 866 0.135% (0.271% of nonspam, 62412 weighted)
-# False negatives: 32632 5.097% (10.169% of spam, 55986 weighted)
-# Average score for spam: 18.2 nonspam: -0.8
-# Average for false-pos: 7.2 false-neg: 1.7
-# TOTAL: 640211 100.00%
+# Correctly non-spam: 318414 49.736% (99.721% of non-spam corpus)
+# Correctly spam: 288397 45.047% (89.870% of spam corpus)
+# False positives: 890 0.139% (0.279% of nonspam, 63566 weighted)
+# False negatives: 32508 5.078% (10.130% of spam, 55528 weighted)
+# Average score for spam: 18.0 nonspam: -0.8
+# Average for false-pos: 7.1 false-neg: 1.7
+# TOTAL: 640209 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39662 99.73%
-# Correctly spam: 35849 89.70%
-# False positives: 109 0.27%
-# False negatives: 4115 10.30%
-# TCR(l=50): 4.178150 SpamRecall: 89.703% SpamPrec: 99.697%
+# Correctly non-spam: 39659 99.72%
+# Correctly spam: 35823 89.64%
+# False positives: 112 0.28%
+# False negatives: 4141 10.36%
+# TCR(l=50): 4.102659 SpamRecall: 89.638% SpamPrec: 99.688%
##### 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: 318280 99.68%
-# Correctly spam: 250043 77.92%
+# Correctly spam: 249926 77.88%
# False positives: 1024 0.32%
-# False negatives: 70864 22.08%
-# TCR(l=50): 2.629006 SpamRecall: 77.918% SpamPrec: 99.592%
+# False negatives: 70979 22.12%
+# TCR(l=50): 2.626515 SpamRecall: 77.882% SpamPrec: 99.592%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 39642 99.68%
-# Correctly spam: 31138 77.92%
+# Correctly spam: 31173 78.00%
# False positives: 129 0.32%
-# False negatives: 8826 22.08%
-# TCR(l=50): 2.616130 SpamRecall: 77.915% SpamPrec: 99.587%
+# False negatives: 8791 22.00%
+# TCR(l=50): 2.622138 SpamRecall: 78.003% SpamPrec: 99.588%