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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/05/24 02:50:13 UTC
svn commit: r1910024 [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-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1910024&r1=1910023&r2=1910024&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed May 24 02:50:13 2023
@@ -1,223 +1,229 @@
-# Using score set 0 logs for revision 1909974 from:
-# ham-ena-week0.r1909974.log ham-ena-week1.r1909974.log ham-ena-week2.r1909974.log ham-ena-week3.r1909974.log ham-ena-week4.r1909974.log ham-giovanni-ham.r1909974.log ham-giovanni-spammy.r1909974.log ham-giovanni-spam.r1909974.log ham-grenier.r1909974.log ham-hege.r1909974.log ham-jhardin.r1909974.log ham-llanga.r1909974.log ham-mmiroslaw-mails-ham.r1909974.log ham-mmiroslaw-mails-spam.r1909974.log ham-spamsponge.r1909974.log ham-thendrikx.r1909974.log ham-tsz-corpus.r1909974.log spam-ena-week0.r1909974.log spam-ena-week1.r1909974.log spam-ena-week2.r1909974.log spam-ena-week3.r1909974.log spam-ena-week4.r1909974.log spam-giovanni-ham.r1909974.log spam-giovanni-spammy.r1909974.log spam-giovanni-spam.r1909974.log spam-grenier.r1909974.log spam-hege.r1909974.log spam-jhardin.r1909974.log spam-llanga.r1909974.log spam-mmiroslaw-mails-ham.r1909974.log spam-mmiroslaw-mails-spam.r1909974.log spam-spamsponge.r1909974.log spam-thendrikx.r1909974.log spam-tsz-corpus.r1909974.log
+# Using score set 0 logs for revision 1910015 from:
+# ham-ena-week0.r1910015.log ham-ena-week1.r1910015.log ham-ena-week2.r1910015.log ham-ena-week3.r1910015.log ham-ena-week4.r1910015.log ham-giovanni-ham.r1910015.log ham-giovanni-spammy.r1910015.log ham-giovanni-spam.r1910015.log ham-grenier.r1910015.log ham-hege.r1910015.log ham-jhardin.r1910015.log ham-llanga.r1910015.log ham-mmiroslaw-mails-ham.r1910015.log ham-mmiroslaw-mails-spam.r1910015.log ham-spamsponge.r1910015.log ham-thendrikx.r1910015.log ham-tsz-corpus.r1910015.log spam-ena-week0.r1910015.log spam-ena-week1.r1910015.log spam-ena-week2.r1910015.log spam-ena-week3.r1910015.log spam-ena-week4.r1910015.log spam-giovanni-ham.r1910015.log spam-giovanni-spammy.r1910015.log spam-giovanni-spam.r1910015.log spam-grenier.r1910015.log spam-hege.r1910015.log spam-jhardin.r1910015.log spam-llanga.r1910015.log spam-mmiroslaw-mails-ham.r1910015.log spam-mmiroslaw-mails-spam.r1910015.log spam-spamsponge.r1910015.log spam-thendrikx.r1910015.log spam-tsz-corpus.r1910015.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_MONEY 0.972
-score ADVANCE_FEE_5_NEW 0.991
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.153
-score AD_PREFS 0.499
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 3.197
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 2.994
+score ADVANCE_FEE_3_NEW_MONEY 2.696
+score ADVANCE_FEE_4_NEW 2.218
+score ADVANCE_FEE_4_NEW_MONEY 0.422
+score ADVANCE_FEE_5_NEW 0.986
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score AD_PREFS 0.498
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 1.241
-score BIGNUM_EMAILS_FREEM 1.864
-score BIGNUM_EMAILS_MANY 2.259
-score BITCOIN_DEADLINE 1.972
-score BITCOIN_EXTORT_01 4.696
-score BITCOIN_MALF_HTML 2.060
-score BITCOIN_MALWARE 0.370
-score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 1.972
-score BITCOIN_SPAM_07 2.748
-score BITCOIN_XPRIO 0.066
-score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.581
+score AXB_XM_FORGED_OL2600 1.868
+score BIGNUM_EMAILS_FREEM 0.768
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_DEADLINE 1.896
+score BITCOIN_EXTORT_01 2.373
+score BITCOIN_MALF_HTML 2.069
+score BITCOIN_MALWARE 1.550
+score BITCOIN_OBFU_SUBJ 3.496
+score BITCOIN_SPAM_02 2.450
+score BITCOIN_SPAM_03 0.001
+score BITCOIN_SPAM_07 2.425
+score BITCOIN_XPRIO 0.001
+score BITCOIN_YOUR_INFO 2.996
+score BODY_SINGLE_URI 1.715
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.012
-score CANT_SEE_AD 1.025
-score CK_HELO_GENERIC 0.250
-score COMPENSATION 0.519
-score CTE_8BIT_MISMATCH 1.000
-score DATE_IN_FUTURE_Q_PLUS 3.799
-score DEAR_BENEFICIARY 2.699
-score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FAKE_REPLY_A1 1.002
-score FAKE_REPLY_B 1.013
-score FILL_THIS_FORM 0.700
+score BODY_URI_ONLY 1.581
+score CANT_SEE_AD 1.367
+score CK_HELO_GENERIC 0.248
+score COMPENSATION 1.498
+score CTE_8BIT_MISMATCH 0.998
+score DATE_IN_FUTURE_Q_PLUS 3.795
+score DEAR_BENEFICIARY 2.339
+score DSN_NO_MIMEVERSION 1.997
+score ENCRYPTED_MESSAGE -0.998
+score END_FUTURE_EMAILS 2.498
+score FAKE_REPLY_A1 2.169
+score FAKE_REPLY_B 0.645
+score FILL_THIS_FORM 0.698
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.339
-score FONT_INVIS_POSTEXTRAS 0.152
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.499
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 1.328
+score FONT_INVIS_POSTEXTRAS 0.158
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 2.397
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.999
-score FROM_IN_TO_AND_SUBJ 1.799
-score FROM_MISSPACED 0.304
-score FROM_MISSP_DYNIP 1.396
-score FROM_MISSP_EH_MATCH 1.253
-score FROM_MISSP_FREEMAIL 1.895
+score FROM_2_EMAILS_SHORT 0.240
+score FROM_ADDR_WS 2.996
+score FROM_IN_TO_AND_SUBJ 1.797
+score FROM_MISSPACED 0.001
+score FROM_MISSP_DYNIP 1.845
+score FROM_MISSP_EH_MATCH 1.608
+score FROM_MISSP_FREEMAIL 1.535
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 2.500
+score FROM_MISSP_REPLYTO 2.085
score FROM_MISSP_USER 0.001
-score FROM_NTLD_LINKBAIT 0.598
-score FROM_NTLD_REPLY_FREEMAIL 0.162
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 3.300
+score FROM_NTLD_LINKBAIT 1.130
+score FROM_NTLD_REPLY_FREEMAIL 0.070
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.998
+score FROM_UNBAL1 1.779
+score FROM_WSP_TRAIL 3.296
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.350
-score GB_BITCOIN_NH 2.258
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.942
+score FUZZY_AMAZON 1.021
+score GB_BITCOIN_NH 2.127
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.937
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_GOOGLE_TRANSL 0.749
-score GOOG_MALWARE_DNLD 1.415
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.597
-score GOOG_STO_IMG_HTML 1.975
+score GOOG_MALWARE_DNLD 3.113
+score GOOG_REDIR_HTML_ONLY 1.997
+score GOOG_REDIR_NORDNS 2.594
+score GOOG_STO_IMG_HTML 1.844
score GOOG_STO_IMG_NOHTML 2.052
-score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE 0.100
-score HDRS_MISSP 2.499
+score GOOG_STO_NOIMG_HTML 2.996
+score HAS_X_OUTGOING_SPAM_STAT 1.294
+score HDRS_LCASE 0.098
+score HDRS_MISSP 2.441
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.675
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 0.001
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_ENTITY_ASCII_TINY 2.826
-score HTML_OFF_PAGE 2.153
-score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.889
-score HTML_TEXT_INVISIBLE_STYLE 1.887
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 0.699
-score KHOP_HELO_FCRDNS 0.399
-score LONG_HEX_URI 2.999
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.597
+score HTML_ENTITY_ASCII_TINY 2.385
+score HTML_OFF_PAGE 2.157
+score HTML_SINGLET_MANY 2.498
+score HTML_TAG_BALANCE_CENTER 3.196
+score HTML_TEXT_INVISIBLE_FONT 1.258
+score HTML_TEXT_INVISIBLE_STYLE 1.881
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_FAKE_EBAY 0.798
+score KHOP_HELO_FCRDNS 0.398
+score LONG_HEX_URI 2.996
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.999
+score LONG_INVISIBLE_TEXT 2.997
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 1.000
-score MALWARE_PASSWORD 2.649
-score MANY_HDRS_LCASE 0.018
+score MALWARE_NORDNS 0.774
+score MALWARE_PASSWORD 2.973
+score MANY_HDRS_LCASE 0.099
+score MAY_BE_FORGED 1.498
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.575
+score MILLION_USD 1.932
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.999
-score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.399
-score MIXED_HREF_CASE 1.862
-score MONEY_ATM_CARD 0.738
+score MIME_NO_TEXT 1.997
+score MIXED_CENTER_CASE 2.497
+score MIXED_ES 2.397
+score MIXED_HREF_CASE 1.730
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.214
-score MONEY_FRAUD_5 2.699
-score MONEY_FRAUD_8 0.335
-score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.999
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 2.290
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 2.996
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.541
-score MSMAIL_PRI_ABNORMAL 1.499
-score NA_DOLLARS 1.499
+score MSMAIL_PRI_ABNORMAL 1.498
+score MSM_PRIO_REPTO 1.506
+score NA_DOLLARS 1.498
score NICE_REPLY_A -0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 0.676
-score ODD_FREEM_REPTO 2.999
-score PDS_BRAND_SUBJ_NAKED_TO 1.000
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.499
-score PDS_FRNOM_TODOM_DBL_URL 0.598
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.600
-score PDS_FROM_2_EMAILS_SHRTNER 1.396
-score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_SHORTFWD_URISHRT 1.284
-score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TO_EQ_FROM_NAME 0.001
-score PHISH_ATTACH 2.299
-score PHP_ORIG_SCRIPT 0.994
-score PHP_SCRIPT 2.499
-score POSSIBLE_GMAIL_PHISHER 2.600
+score OBFU_TEXT_ATTACH 0.534
+score ODD_FREEM_REPTO 2.996
+score PDS_BRAND_SUBJ_NAKED_TO 0.998
+score PDS_BTC_ID 0.498
+score PDS_BTC_MSGID 0.001
+score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_FRNOM_TODOM_DBL_URL 0.755
+score PDS_FRNOM_TODOM_NAKED_TO 1.498
+score PDS_FROM_2_EMAILS 2.594
+score PDS_FROM_2_EMAILS_SHRTNER 0.001
+score PDS_FROM_NAME_TO_DOMAIN 1.997
+score PDS_HP_HELO_NORDNS 0.297
+score PDS_SHORTFWD_URISHRT 1.219
+score PDS_SHORT_SPOOFED_URL 1.997
+score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.691
+score PDS_TO_EQ_FROM_NAME 0.929
+score PHP_ORIG_SCRIPT 0.995
+score PHP_SCRIPT 2.497
+score POSSIBLE_GMAIL_PHISHER 1.630
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_HEADER_MANY 2.999
-score RAND_MKTG_HEADER 2.000
+score RAND_HEADER_MANY 2.996
+score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.404
-score SCC_CANSPAM_1 3.065
-score SCC_CANSPAM_2 3.200
-score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.499
+score SCC_BODY_URI_ONLY 1.405
+score SCC_CANSPAM_1 3.199
+score SCC_CANSPAM_2 3.196
+score SCC_ISEMM_LID_1B 1.498
+score SENDGRID_REDIR 1.498
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.299
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 2.497
score SHORTENER_SHORT_IMG 0.001
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 1.100
-score SPOOF_GMAIL_MID 1.500
-score STATIC_XPRIO_OLE 1.606
-score SUSP_UTF8_WORD_COMBO 2.999
-score SUSP_UTF8_WORD_SUBJ 2.000
-score THIS_AD 1.099
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.694
+score SHORT_SHORTNER 1.997
+score SPOOFED_FREEMAIL_NO_RDNS 0.802
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 0.001
+score SUSP_UTF8_WORD_COMBO 2.996
+score SUSP_UTF8_WORD_SUBJ 1.997
+score THIS_AD 1.098
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.243
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.299
+score TO_EQ_FM_DOM_HTML_IMG 2.297
score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.924
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.943
+score TO_NO_BRKTS_FROM_MSSP 2.498
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.998
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 1.519
-score TVD_IP_SING_HEX 2.127
-score TVD_PH_SUBJ_META 2.799
+score TO_NO_BRKTS_NORDNS_HTML 1.997
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_IP_HEX 2.173
+score TVD_IP_SING_HEX 2.143
+score TVD_PH_SUBJ_META 2.896
score TVD_SPACE_ENCODED 2.497
-score TVD_SPACE_RATIO_MINFP 1.104
-score UNDISC_FREEM 2.799
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ASC 2.499
-score URI_AZURE_CLOUDAPP 3.000
-score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.300
-score URI_HEX_IP 2.018
-score URI_ONLY_MSGID_MALF 1.012
-score URI_PHISH 4.000
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.299
-score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.689
+score TVD_SPACE_RATIO_MINFP 1.102
+score UNDISC_FREEM 2.896
+score UNDISC_MONEY 2.796
+score UNICODE_OBFU_ASC 2.497
+score URI_AZURE_CLOUDAPP 2.996
+score URI_BUFFLY 0.001
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 2.397
+score URI_HEX_IP 1.765
+score URI_IN_URI_10 2.297
+score URI_ONLY_MSGID_MALF 0.307
+score URI_PHISH 3.995
+score URI_TRY_3LD 1.997
+score URI_WPADMIN 2.297
+score URI_WP_DIRINDEX 3.496
+score URI_WP_HACKED 3.497
+score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 0.001
score WORD_INVIS 0.001
-score WORD_INVIS_MANY 2.296
+score WORD_INVIS_MANY 2.923
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 0.537
-score XM_RECPTID 2.999
-score XPRIO 2.249
-score YOUR_PERMISSION 2.499
-score YOU_INHERIT 1.626
+score XM_RANDOM 0.864
+score XM_RECPTID 2.997
+score XPRIO 2.247
+score YOUR_PERMISSION 2.599
+score YOU_INHERIT 2.463
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -284,7 +290,6 @@ score GOOG_STO_EMAIL_PHISH 1.0
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
score HAS_X_NO_RELAY 1.000
-score HAS_X_OUTGOING_SPAM_STAT 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
@@ -310,7 +315,6 @@ score MONERO_MALWARE 1.0
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
score MSGID_HDR_MALF 1.000
-score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
@@ -359,7 +363,6 @@ score UC_GIBBERISH_OBFU 1.0
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
-score URI_BUFFLY 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1910024&r1=1910023&r2=1910024&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed May 24 02:50:13 2023
@@ -1,233 +1,233 @@
# Using score set 1 logs for revision 1909948 from:
# ham-net-ena-week0.r1909948.log ham-net-ena-week1.r1909948.log ham-net-ena-week2.r1909948.log ham-net-ena-week3.r1909948.log ham-net-ena-week4.r1909948.log ham-net-giovanni-ham.r1909948.log ham-net-giovanni-spammy.r1909948.log ham-net-giovanni-spam.r1909948.log ham-net-grenier.r1909948.log ham-net-hege.r1909948.log ham-net-jhardin.r1909948.log ham-net-llanga.r1909948.log ham-net-mmiroslaw-mails-ham.r1909948.log ham-net-mmiroslaw-mails-spam.r1909948.log ham-net-spamsponge.r1909948.log ham-net-thendrikx.r1909948.log ham-net-tsz-corpus.r1909948.log spam-net-ena-week0.r1909948.log spam-net-ena-week1.r1909948.log spam-net-ena-week2.r1909948.log spam-net-ena-week3.r1909948.log spam-net-ena-week4.r1909948.log spam-net-giovanni-ham.r1909948.log spam-net-giovanni-spammy.r1909948.log spam-net-giovanni-spam.r1909948.log spam-net-grenier.r1909948.log spam-net-hege.r1909948.log spam-net-jhardin.r1909948.log spam-net-llanga.r1909948.log spam-net-mmiroslaw-mails-ham.r1909948.log spam-net-mmirosla
w-mails-spam.r1909948.log spam-net-spamsponge.r1909948.log spam-net-thendrikx.r1909948.log spam-net-tsz-corpus.r1909948.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.304
-score AC_HTML_NONSENSE_TAGS 1.999
+score AC_FROM_MANY_DOTS 0.302
+score AC_HTML_NONSENSE_TAGS 2.000
score ADMITS_SPAM 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.268
+score ADVANCE_FEE_3_NEW 3.266
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 2.599
-score ADVANCE_FEE_4_NEW 1.834
+score ADVANCE_FEE_4_NEW 2.299
score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW 1.247
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.238
+score ADVANCE_FEE_5_NEW 0.931
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score AD_PREFS 0.257
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.606
-score BITCOIN_MALF_HTML 2.382
-score BITCOIN_MALWARE 2.595
+score BITCOIN_EXTORT_01 3.590
+score BITCOIN_MALF_HTML 2.462
+score BITCOIN_MALWARE 2.329
score BITCOIN_OBFU_SUBJ 1.768
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 0.001
-score BITCOIN_SPAM_05 1.412
-score BITCOIN_SPAM_07 2.366
-score BITCOIN_XPRIO 1.452
+score BITCOIN_SPAM_05 1.168
+score BITCOIN_SPAM_07 2.283
+score BITCOIN_XPRIO 2.463
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.953
-score BODY_SINGLE_WORD 0.001
+score BODY_SINGLE_URI 1.976
+score BODY_SINGLE_WORD 0.001 # force non-zero
score BODY_URI_ONLY 0.001
-score CANT_SEE_AD 1.565
+score CANT_SEE_AD 0.864
score CK_HELO_GENERIC 0.250
-score COMPENSATION 1.467
-score CTE_8BIT_MISMATCH 0.001
+score COMPENSATION 1.304
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
score DATE_IN_FUTURE_Q_PLUS 3.699
-score DEAR_BENEFICIARY 0.040
+score DEAR_BENEFICIARY 0.043
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FAKE_REPLY_A1 0.001
score FAKE_REPLY_B 0.001
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 1.385
-score FORGED_SPF_HELO 0.227
-score FORM_FRAUD 0.001 # force non-zero
+score FONT_INVIS_MSGID 0.047
+score FONT_INVIS_POSTEXTRAS 1.389
+score FORGED_SPF_HELO 0.238
+score FORM_FRAUD 0.001
score FORM_FRAUD_3 2.299
-score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.098
-score FROM_ADDR_WS 1.327
+score FORM_FRAUD_5 0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_2_EMAILS_SHORT 0.124
+score FROM_ADDR_WS 1.324
score FROM_FMBLA_NEWDOM 0.001
-score FROM_FMBLA_NEWDOM14 0.967
-score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.377
-score FROM_IN_TO_AND_SUBJ 1.799
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
+score FROM_GOV_DKIM_AU -0.001
+score FROM_IN_TO_AND_SUBJ 1.800
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.916
-score FROM_MISSP_EH_MATCH 1.437
+score FROM_MISSP_DYNIP 0.917
+score FROM_MISSP_EH_MATCH 1.446
score FROM_MISSP_FREEMAIL 3.099
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.697
-score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_USER 0.001
-score FROM_NTLD_LINKBAIT 0.001
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.192
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 0.852
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_NTLD_LINKBAIT 1.393
+score FROM_PAYPAL_SPOOF 0.537
+score FROM_SUSPICIOUS_NTLD 0.191
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.999
-score FSL_BULK_SIG 0.001
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score GB_BITCOIN_NH 1.310
-score GB_CUSTOM_HTM_URI 0.092
+score GB_BITCOIN_NH 1.418
+score GB_CUSTOM_HTM_URI 0.591
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_TRANSL 0.749
-score GB_HASHBL_BTC 1.729
-score GOOG_MALWARE_DNLD 3.053
+score GB_HASHBL_BTC 1.801
+score GOOG_MALWARE_DNLD 1.005
score GOOG_REDIR_HTML_ONLY 2.000
score GOOG_REDIR_NORDNS 3.099
score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 1.515
-score HDRS_LCASE 0.100
+score GOOG_STO_NOIMG_HTML 3.000
+score HAS_X_OUTGOING_SPAM_STAT 1.020
+score HDRS_LCASE 0.099
score HDRS_MISSP 0.269
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.001
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.001
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 0.001 # force non-zero
+score HOSTED_IMG_DIRECT_MX 0.001 # force non-zero
+score HOSTED_IMG_FREEM 0.001
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 2.999
-score HTML_ENTITY_ASCII_TINY 1.200
-score HTML_OFF_PAGE 0.001 # force non-zero
-score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_ENTITY_ASCII_TINY 2.613
+score HTML_OFF_PAGE 0.001
+score HTML_TAG_BALANCE_CENTER 3.098
score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 0.001
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.394
-score LONG_HEX_URI 2.957
+score KHOP_HELO_FCRDNS 0.396
+score LONG_HEX_URI 2.945
score LONG_IMG_URI 0.001
score LONG_INVISIBLE_TEXT 1.826
-score LOTS_OF_MONEY 0.009
-score MALWARE_NORDNS 2.119
-score MALWARE_PASSWORD 2.980
+score LOTS_OF_MONEY 0.010
+score MALWARE_NORDNS 2.043
+score MALWARE_PASSWORD 0.925
score MANY_HDRS_LCASE 0.001
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.218
+score MILLION_USD 1.336
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.604
-score MIXED_CENTER_CASE 2.499
+score MIME_NO_TEXT 1.921
+score MIXED_CENTER_CASE 2.207
score MIXED_ES 2.499
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 1.257
-score MONEY_FORM 0.001
+score MIXED_HREF_CASE 0.886
+score MONEY_ATM_CARD 1.327
+score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.631
+score MONEY_FRAUD_5 2.599
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.844
+score MONEY_FREEMAIL_REPTO 1.841
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MSMAIL_PRI_ABNORMAL 0.001
score NA_DOLLARS 0.001
-score NICE_REPLY_A -0.089
+score NICE_REPLY_A -0.107
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.699
-score PDS_BRAND_SUBJ_NAKED_TO 1.000
-score PDS_BTC_ID 0.085
-score PDS_BTC_MSGID 0.327
-score PDS_DBL_URL_TNB_RUNON 1.807
-score PDS_EMPTYSUBJ_URISHRT 0.543
-score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.102
-score PDS_FROM_2_EMAILS 2.578
-score PDS_FROM_2_EMAILS_SHRTNER 0.878
-score PDS_FROM_NAME_TO_DOMAIN 1.895
+score ODD_FREEM_REPTO 2.873
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BTC_ID 0.014
+score PDS_BTC_MSGID 0.258
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_EMPTYSUBJ_URISHRT 0.449
+score PDS_FRNOM_TODOM_DBL_URL 1.500
+score PDS_FRNOM_TODOM_NAKED_TO 1.235
+score PDS_FROM_2_EMAILS 2.575
+score PDS_FROM_2_EMAILS_SHRTNER 0.897
+score PDS_FROM_NAME_TO_DOMAIN 1.761
score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.717
+score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.711
score PDS_TO_EQ_FROM_NAME 0.001
score PHISH_ATTACH 2.199
score PHP_ORIG_SCRIPT 0.001
-score PHP_SCRIPT 1.784
+score PHP_SCRIPT 2.276
score POSSIBLE_GMAIL_PHISHER 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_HEADER_MANY 0.046
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.001
+score RATWARE_NO_RDNS 0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.172
-score SCC_CANSPAM_1 2.076
+score SCC_BODY_URI_ONLY 1.221
+score SCC_CANSPAM_1 1.351
score SCC_CANSPAM_2 2.899
score SCC_ISEMM_LID_1B 1.499
score SENDGRID_REDIR 1.069
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.199
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_SHORTNER 1.000
-score SPOOFED_FREEMAIL 0.001
+score SHORTENER_SHORT_IMG 1.096
+score SHORT_SHORTNER 1.071
+score SPOOFED_FREEMAIL 0.001 # force non-zero
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.499
+score SPOOFED_FREEM_REPTO 2.500
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 1.850
+score STATIC_XPRIO_OLE 1.864
score SUSP_UTF8_WORD_COMBO 2.265
-score SUSP_UTF8_WORD_SUBJ 1.132
-score THIS_AD 1.199
+score SUSP_UTF8_WORD_SUBJ 0.001
+score THIS_AD 1.099
score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.299
-score TO_EQ_FM_DOM_HTML_ONLY 0.636
+score TO_EQ_FM_DOM_HTML_ONLY 1.262
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.496
+score TO_EQ_FM_HTML_ONLY 0.872
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 1.757
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 3.000
+score TO_NO_BRKTS_FROM_MSSP 1.751
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.500
+score TO_NO_BRKTS_PCNT 2.499
score TVD_PH_SUBJ_META 2.799
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.799
score UNDISC_MONEY 2.699
-score UNICODE_OBFU_ASC 2.500
+score UNICODE_OBFU_ASC 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.400
-score URI_ONLY_MSGID_MALF 1.999
+score URI_GOOGLE_PROXY 2.399
+score URI_ONLY_MSGID_MALF 1.956
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.199
+score URI_WPADMIN 2.200
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 1.122
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 0.001
-score WORD_INVIS 0.520
-score WORD_INVIS_MANY 2.987
+score WORD_INVIS 0.425
+score WORD_INVIS_MANY 2.453
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 0.001
-score XPRIO 0.050
-score YOUR_PERMISSION 2.185
+score XPRIO 0.048
+score YOUR_PERMISSION 2.343
score YOU_INHERIT 2.499
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1910024&r1=1910023&r2=1910024&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed May 24 02:50:13 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 394559 63.033% (99.333% of non-spam corpus)
-# Correctly spam: 146760 23.446% (64.158% of spam corpus)
-# False positives: 2650 0.423% (0.667% of nonspam, 48367 weighted)
-# False negatives: 81987 13.098% (35.842% of spam, 142688 weighted)
-# Average score for spam: 9.6 nonspam: 0.7
-# Average for false-pos: 6.3 false-neg: 1.7
-# TOTAL: 625956 100.00%
+# Correctly non-spam: 396731 62.467% (99.342% of non-spam corpus)
+# Correctly spam: 150278 23.662% (63.747% of spam corpus)
+# False positives: 2628 0.414% (0.658% of nonspam, 52313 weighted)
+# False negatives: 85463 13.457% (36.253% of spam, 158022 weighted)
+# Average score for spam: 9.7 nonspam: 0.7
+# Average for false-pos: 6.7 false-neg: 1.8
+# TOTAL: 635100 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 49222 99.35%
-# Correctly spam: 18303 63.86%
-# False positives: 321 0.65%
-# False negatives: 10359 36.14%
-# TCR(l=50): 1.085312 SpamRecall: 63.858% SpamPrec: 98.276%
+# Correctly non-spam: 49469 99.30%
+# Correctly spam: 18689 63.33%
+# False positives: 350 0.70%
+# False negatives: 10821 36.67%
+# TCR(l=50): 1.041983 SpamRecall: 63.331% SpamPrec: 98.162%
##### 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: 388735 97.87%
-# Correctly spam: 100549 43.96%
-# False positives: 8474 2.13%
-# False negatives: 128198 56.04%
-# TCR(l=50): 0.414473 SpamRecall: 43.956% SpamPrec: 92.227%
+# Correctly non-spam: 390963 97.90%
+# Correctly spam: 103452 43.88%
+# False positives: 8396 2.10%
+# False negatives: 132289 56.12%
+# TCR(l=50): 0.426998 SpamRecall: 43.884% SpamPrec: 92.493%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48510 97.91%
-# Correctly spam: 12765 44.54%
-# False positives: 1033 2.09%
-# False negatives: 15897 55.46%
-# TCR(l=50): 0.424327 SpamRecall: 44.536% SpamPrec: 92.513%
+# Correctly non-spam: 48731 97.82%
+# Correctly spam: 12907 43.74%
+# False positives: 1088 2.18%
+# False negatives: 16603 56.26%
+# TCR(l=50): 0.415616 SpamRecall: 43.738% SpamPrec: 92.226%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1910024&r1=1910023&r2=1910024&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed May 24 02:50:13 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 390824 66.885% (98.997% of non-spam corpus)
-# Correctly spam: 142937 24.462% (75.413% of spam corpus)
-# False positives: 3958 0.677% (1.003% of nonspam, 217274 weighted)
-# False negatives: 46603 7.976% (24.587% of spam, 74967 weighted)
-# Average score for spam: 14.4 nonspam: -0.1
+# Correctly non-spam: 390815 66.884% (98.995% of non-spam corpus)
+# Correctly spam: 142716 24.424% (75.296% of spam corpus)
+# False positives: 3967 0.679% (1.005% of nonspam, 217577 weighted)
+# False negatives: 46823 8.013% (24.704% of spam, 76021 weighted)
+# Average score for spam: 14.5 nonspam: -0.1
# Average for false-pos: 11.4 false-neg: 1.6
-# TOTAL: 584322 100.00%
+# TOTAL: 584321 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48737 98.97%
-# Correctly spam: 17735 74.54%
-# False positives: 508 1.03%
-# False negatives: 6056 25.46%
-# TCR(l=50): 0.756326 SpamRecall: 74.545% SpamPrec: 97.215%
+# Correctly non-spam: 48732 98.96%
+# Correctly spam: 17795 74.80%
+# False positives: 513 1.04%
+# False negatives: 5996 25.20%
+# TCR(l=50): 0.751785 SpamRecall: 74.797% SpamPrec: 97.198%
##### 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: 391328 99.13%
-# Correctly spam: 104427 55.09%
+# Correctly spam: 104310 55.03%
# False positives: 3454 0.87%
-# False negatives: 85113 44.91%
-# TCR(l=50): 0.735184 SpamRecall: 55.095% SpamPrec: 96.798%
+# False negatives: 85229 44.97%
+# TCR(l=50): 0.734850 SpamRecall: 55.034% SpamPrec: 96.795%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 48783 99.06%
-# Correctly spam: 13034 54.79%
+# Correctly spam: 13144 55.25%
# False positives: 462 0.94%
-# False negatives: 10757 45.21%
-# TCR(l=50): 0.702691 SpamRecall: 54.785% SpamPrec: 96.577%
+# False negatives: 10647 44.75%
+# TCR(l=50): 0.704981 SpamRecall: 55.248% SpamPrec: 96.604%