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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/05/07 07:29:19 UTC
svn commit: r1909655 [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=1909655&r1=1909654&r2=1909655&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun May 7 07:29:18 2023
@@ -1,198 +1,205 @@
-# Using score set 0 logs for revision 1909428 from:
-# ham-ena-week0.r1909428.log ham-ena-week1.r1909428.log ham-ena-week2.r1909428.log ham-ena-week3.r1909428.log ham-ena-week4.r1909428.log ham-giovanni-ham.r1909428.log ham-giovanni-spammy.r1909428.log ham-giovanni-spam.r1909428.log ham-grenier.r1909428.log ham-hege.r1909428.log ham-jhardin.r1909428.log ham-llanga.r1909428.log ham-mmiroslaw-mails-ham.r1909428.log ham-mmiroslaw-mails-spam.r1909428.log ham-spamsponge.r1909428.log ham-thendrikx.r1909428.log ham-tsz-spam-corpus.r1909428.log spam-ena-week0.r1909428.log spam-ena-week1.r1909428.log spam-ena-week2.r1909428.log spam-ena-week3.r1909428.log spam-ena-week4.r1909428.log spam-giovanni-ham.r1909428.log spam-giovanni-spammy.r1909428.log spam-giovanni-spam.r1909428.log spam-grenier.r1909428.log spam-hege.r1909428.log spam-jhardin.r1909428.log spam-llanga.r1909428.log spam-mmiroslaw-mails-ham.r1909428.log spam-mmiroslaw-mails-spam.r1909428.log spam-spamsponge.r1909428.log spam-thendrikx.r1909428.log spam-tsz-spam-corpus.r1909428.log
+# Using score set 0 logs for revision 1909625 from:
+# ham-ena-week0.r1909625.log ham-ena-week1.r1909625.log ham-ena-week2.r1909625.log ham-ena-week3.r1909625.log ham-ena-week4.r1909625.log ham-giovanni-ham.r1909625.log ham-giovanni-spammy.r1909625.log ham-giovanni-spam.r1909625.log ham-grenier.r1909625.log ham-hege.r1909625.log ham-jhardin.r1909625.log ham-llanga.r1909625.log ham-mmiroslaw-mails-ham.r1909625.log ham-mmiroslaw-mails-spam.r1909625.log ham-spamsponge.r1909625.log ham-thendrikx.r1909625.log ham-tsz-spam-corpus.r1909625.log spam-ena-week0.r1909625.log spam-ena-week1.r1909625.log spam-ena-week2.r1909625.log spam-ena-week3.r1909625.log spam-ena-week4.r1909625.log spam-giovanni-ham.r1909625.log spam-giovanni-spammy.r1909625.log spam-giovanni-spam.r1909625.log spam-grenier.r1909625.log spam-hege.r1909625.log spam-jhardin.r1909625.log spam-llanga.r1909625.log spam-mmiroslaw-mails-ham.r1909625.log spam-mmiroslaw-mails-spam.r1909625.log spam-spamsponge.r1909625.log spam-thendrikx.r1909625.log spam-tsz-spam-corpus.r1909625.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 3.000
+score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.499
+score ADMITS_SPAM 2.299
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.461
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.424
+score ADVANCE_FEE_3_NEW_MONEY 2.293
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.240
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.284
+score ADVANCE_FEE_4_NEW_MONEY 1.286
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.529
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.201
+score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.777
+score BIGNUM_EMAILS_FREEM 0.766
score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.499
-score BITCOIN_MALF_HTML 2.360
-score BITCOIN_MALWARE 0.001 # force non-zero
+score BITCOIN_MALF_HTML 2.599
+score BITCOIN_MALWARE 0.812
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_SPAM_02 1.294
-score BITCOIN_SPAM_07 3.499
-score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 1.939
-score BODY_SINGLE_URI 1.902
+score BITCOIN_SPAM_02 0.906
+score BITCOIN_SPAM_07 2.501
+score BITCOIN_XPRIO 2.127
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 1.302
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.127
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 2.499
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 2.699
+score DATE_IN_FUTURE_Q_PLUS 2.699
+score DEAR_BENEFICIARY 2.678
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.799
+score FILL_THIS_FORM 0.699
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.939
-score FONT_INVIS_POSTEXTRAS 0.153
+score FONT_INVIS_MSGID 1.940
+score FONT_INVIS_POSTEXTRAS 0.158
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.240
+score FORM_FRAUD_3 2.199
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_ADDR_WS 2.999
-score FROM_IN_TO_AND_SUBJ 1.799
-score FROM_MISSPACED 1.999
-score FROM_MISSP_EH_MATCH 0.401
+score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_MISSPACED 1.917
+score FROM_MISSP_DYNIP 1.238
+score FROM_MISSP_EH_MATCH 0.482
score FROM_MISSP_FREEMAIL 2.999
-score FROM_MISSP_MSFT 1.738
-score FROM_MISSP_REPLYTO 2.500
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_NTLD_LINKBAIT 0.175
-score FROM_NTLD_REPLY_FREEMAIL 0.504
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_USER 0.001
+score FROM_NTLD_LINKBAIT 0.836
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 2.399
+score FROM_WSP_TRAIL 2.199
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.799
+score FUZZY_AMAZON 0.001
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_TRANSL 0.749
-score GOOG_REDIR_NORDNS 2.599
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_GOOGLE_TRANSL 0.750
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.504
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.503
-score HDRS_MISSP 2.096
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HAS_X_OUTGOING_SPAM_STAT 0.510
+score HDRS_MISSP 2.499
+score HDR_ORDER_FTSDMCXX_DIRECT 0.176
+score HDR_ORDER_FTSDMCXX_NORDNS 0.174
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.184
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.916
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.500
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII_TINY 2.135
-score HTML_OFF_PAGE 0.100
+score HOSTED_IMG_FREEM 3.499
+score HOSTED_IMG_MULTI_PUB_01 3.000
+score HTML_ENTITY_ASCII_TINY 2.810
+score HTML_FONT_TINY_NORDNS 2.000
+score HTML_OFF_PAGE 0.102
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.185
-score HTML_TEXT_INVISIBLE_STYLE 1.198
+score HTML_TAG_BALANCE_CENTER 3.399
+score HTML_TEXT_INVISIBLE_FONT 0.930
+score HTML_TEXT_INVISIBLE_STYLE 0.193
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.400
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.001
-score MANY_HDRS_LCASE 0.001
-score MANY_SPAN_IN_TEXT 2.799
+score MALWARE_NORDNS 1.036
+score MALWARE_PASSWORD 2.379
+score MANY_SPAN_IN_TEXT 2.099
+score MAY_BE_FORGED 1.499
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.999
+score MILLION_USD 1.633
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 1.699
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.742
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 2.499
+score MIXED_ES 1.600
+score MIXED_HREF_CASE 2.000
+score MONEY_ATM_CARD 0.359
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.529
-score MONEY_FRAUD_8 0.001
+score MONEY_FRAUD_5 2.699
+score MONEY_FRAUD_8 0.904
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 1.499
-score NA_DOLLARS 0.024
-score NICE_REPLY_A -3.286
-score NO_FM_NAME_IP_HOSTN 0.351
+score MSMAIL_PRI_ABNORMAL 0.827
+score NA_DOLLARS 0.173
+score NICE_REPLY_A -0.719
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.941
-score OBFU_TEXT_ATTACH 1.140
-score OBFU_UNSUB_UL 3.100
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.001 # force non-zero
-score PDS_BTC_NTLD 1.999
+score NSL_RCVD_HELO_USER 0.001
+score OBFU_TEXT_ATTACH 1.268
+score OBFU_UNSUB_UL 2.699
+score PDS_BAD_THREAD_QP_64 0.287
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.699
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 1.499
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.407
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.600
-score PDS_FROM_2_EMAILS_SHRTNER 1.430
+score PDS_FROM_2_EMAILS_SHRTNER 0.877
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_PRO_TLD 0.999
+score PDS_RDNS_DYNAMIC_FP 0.010
score PDS_SHORTFWD_URISHRT 1.499
score PDS_SHORT_SPOOFED_URL 1.999
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.903
-score PHP_ORIG_SCRIPT 1.027
-score PHP_SCRIPT 2.500
-score POSSIBLE_AMAZON_PHISH_02 2.399
-score POSSIBLE_GMAIL_PHISHER 2.578
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.402
+score PHP_ORIG_SCRIPT 0.662
+score PHP_SCRIPT 2.499
+score POSSIBLE_AMAZON_PHISH_02 2.199
+score POSSIBLE_GMAIL_PHISHER 2.745
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_HEADER_MANY 2.999
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_ISEMM_LID_1B 1.500
+score SCC_ISEMM_LID_1B 1.499
score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 0.001 # force non-zero
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.642
+score SERGIO_SUBJECT_VIAGRA01 0.001
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL_NO_RDNS 1.101
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.689
-score STOX_BOUND_090909_B 3.599
-score THIS_AD 1.100
+score STATIC_XPRIO_OLE 0.800
+score STOX_BOUND_090909_B 1.001
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_COMBO 2.748
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 1.099
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NAME_SUBJ_NO_RDNS 2.900
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_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TR_JS_REDIRECTION_0 1.443
-score TVD_DOLLARS_US 2.502
-score TVD_IP_HEX 1.326
-score TVD_IP_SING_HEX 1.776
-score TVD_SPACE_ENCODED 2.459
-score TVD_SPACE_RATIO_MINFP 1.143
-score UNDISC_FREEM 2.999
+score TR_JS_REDIRECTION_0 1.927
+score TVD_DOLLARS_US 0.501
+score TVD_IP_HEX 0.931
+score TVD_IP_SING_HEX 1.481
+score TVD_SPACE_ENCODED 2.405
+score TVD_SPACE_RATIO_MINFP 1.196
+score UNDISC_FREEM 2.899
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
-score URI_AZURE_CLOUDAPP 2.999
-score URI_DOTEDU 1.999
-score URI_GIBB_NO_PROTO 1.832
-score URI_GOOGLE_PROXY 2.199
-score URI_HEX_IP 1.971
-score URI_MALWARE_BH 0.999
-score URI_ONLY_MSGID_MALF 0.319
+score URI_DOTEDU 2.000
+score URI_GOOGLE_PROXY 2.399
+score URI_HEX_IP 1.273
+score URI_MALWARE_BH 1.000
+score URI_ONLY_MSGID_MALF 0.212
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 2.000
+score URI_TRY_3LD 1.999
score URI_WPADMIN 2.799
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 2.250
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 0.001
-score WORD_INVIS 0.548
+score WORD_INVIS 0.797
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.247
+score XM_RANDOM 0.001 # force non-zero
+score XM_RECPTID 2.386
score XPRIO 2.249
-score YOU_INHERIT 2.499
+score YOU_INHERIT 2.318
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -211,6 +218,7 @@ score APP_DEVELOPMENT_FREEM 1.0
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BITCOIN_BOMB 1.000
+score BITCOIN_EXTORT_01 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_ONAN 1.000
@@ -248,6 +256,7 @@ score FONT_INVIS_NORDNS 1.0
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
+score FROM_NTLD_REPLY_FREEMAIL 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
@@ -263,10 +272,12 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_HTML 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
+score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII 1.000
@@ -279,6 +290,7 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
score MIXED_IMG_CASE 1.000
@@ -293,6 +305,8 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
+score PDS_BTC_NTLD 1.000
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
@@ -302,7 +316,6 @@ score PP_TOO_MUCH_UNICODE05 1.0
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
-score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
@@ -341,11 +354,13 @@ 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_AZURE_CLOUDAPP 1.000
score URI_BUFFLY 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
+score URI_GIBB_NO_PROTO 1.000
score URI_GOOG_STO_SPAMMY 3.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1909655&r1=1909654&r2=1909655&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun May 7 07:29:18 2023
@@ -1,192 +1,200 @@
-# Using score set 1 logs for revision 1909347 from:
-# ham-net-ena-week0.r1909347.log ham-net-ena-week1.r1909347.log ham-net-ena-week2.r1909347.log ham-net-ena-week3.r1909347.log ham-net-ena-week4.r1909347.log ham-net-giovanni-ham.r1909347.log ham-net-giovanni-spammy.r1909347.log ham-net-giovanni-spam.r1909347.log ham-net-grenier.r1909347.log ham-net-hege.r1909347.log ham-net-jhardin.r1909347.log ham-net-llanga.r1909347.log ham-net-mmiroslaw-mails-ham.r1909347.log ham-net-mmiroslaw-mails-spam.r1909347.log ham-net-spamsponge.r1909347.log ham-net-thendrikx.r1909347.log spam-net-ena-week0.r1909347.log spam-net-ena-week1.r1909347.log spam-net-ena-week2.r1909347.log spam-net-ena-week3.r1909347.log spam-net-ena-week4.r1909347.log spam-net-giovanni-ham.r1909347.log spam-net-giovanni-spammy.r1909347.log spam-net-giovanni-spam.r1909347.log spam-net-grenier.r1909347.log spam-net-hege.r1909347.log spam-net-jhardin.r1909347.log spam-net-llanga.r1909347.log spam-net-mmiroslaw-mails-ham.r1909347.log spam-net-mmiroslaw-mails-spam.r1909347.log spam-n
et-spamsponge.r1909347.log spam-net-thendrikx.r1909347.log
+# Using score set 1 logs for revision 1909647 from:
+# ham-net-ena-week0.r1909647.log ham-net-ena-week1.r1909647.log ham-net-ena-week2.r1909647.log ham-net-ena-week3.r1909647.log ham-net-ena-week4.r1909647.log ham-net-giovanni-ham.r1909647.log ham-net-giovanni-spammy.r1909647.log ham-net-giovanni-spam.r1909647.log ham-net-grenier.r1909647.log ham-net-hege.r1909647.log ham-net-jhardin.r1909647.log ham-net-llanga.r1909647.log ham-net-mmiroslaw-mails-ham.r1909647.log ham-net-mmiroslaw-mails-spam.r1909647.log ham-net-spamsponge.r1909647.log ham-net-thendrikx.r1909647.log spam-net-ena-week0.r1909647.log spam-net-ena-week1.r1909647.log spam-net-ena-week2.r1909647.log spam-net-ena-week3.r1909647.log spam-net-ena-week4.r1909647.log spam-net-giovanni-ham.r1909647.log spam-net-giovanni-spammy.r1909647.log spam-net-giovanni-spam.r1909647.log spam-net-grenier.r1909647.log spam-net-hege.r1909647.log spam-net-jhardin.r1909647.log spam-net-llanga.r1909647.log spam-net-mmiroslaw-mails-ham.r1909647.log spam-net-mmiroslaw-mails-spam.r1909647.log spam-n
et-spamsponge.r1909647.log spam-net-thendrikx.r1909647.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.475
+score AC_HTML_NONSENSE_TAGS 1.915
score ADMITS_SPAM 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.706
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.504
score ADVANCE_FEE_3_NEW_MONEY 2.299
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.007
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.556
+score ADVANCE_FEE_4_NEW_MONEY 2.399
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.927
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
+score AD_PREFS 0.078
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 2.999
score BITCOIN_EXTORT_01 4.999
-score BITCOIN_MALF_HTML 1.488
-score BITCOIN_MALWARE 0.001
+score BITCOIN_MALF_HTML 1.487
+score BITCOIN_MALWARE 0.689
score BITCOIN_OBFU_SUBJ 1.767
-score BITCOIN_SPAM_02 1.646
-score BITCOIN_SPAM_05 0.663
+score BITCOIN_SPAM_02 0.493
score BITCOIN_SPAM_07 3.499
-score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 3.000
-score BODY_SINGLE_URI 2.030
+score BITCOIN_XPRIO 2.044
+score BITCOIN_YOUR_INFO 2.196
+score BODY_SINGLE_URI 0.500
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.230
+score BODY_URI_ONLY 1.989
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 1.876
-score DKIMWL_WL_HIGH -0.162
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.458
-score DX_TEXT_03 1.999
+score DATE_IN_FUTURE_Q_PLUS 2.500
+score DEAR_BENEFICIARY 2.097
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.599
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 0.001 # force non-zero
-score FONT_INVIS_POSTEXTRAS 0.666
-score FORGED_SPF_HELO 0.027
+score FONT_INVIS_MSGID 0.887
+score FONT_INVIS_POSTEXTRAS 0.815
+score FORGED_SPF_HELO 1.799
score FORM_FRAUD 0.999
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.234
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM14 1.000
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 3.000
+score FROM_FMBLA_NEWDOM14 0.001
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.527
+score FROM_GOV_DKIM_AU -0.547
score FROM_IN_TO_AND_SUBJ 1.799
-score FROM_MISSPACED 1.999
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_REPLYTO 1.566
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSPACED 0.393
+score FROM_MISSP_EH_MATCH 1.995
+score FROM_MISSP_FREEMAIL 2.554
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_REPLYTO 2.145
+score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_PAYPAL_SPOOF 0.121
-score FROM_SUSPICIOUS_NTLD 0.291
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.191
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 2.300
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score GB_CUSTOM_HTM_URI 1.353
+score GB_CUSTOM_HTM_URI 0.490
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_TRANSL 0.750
-score GB_HASHBL_BTC 4.812
+score GB_GOOGLE_TRANSL 0.589
+score GB_HASHBL_BTC 4.904
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.899
-score GOOG_STO_NOIMG_HTML 2.952
-score HAS_X_OUTGOING_SPAM_STAT 0.811
-score HDRS_MISSP 0.001
+score GOOG_STO_NOIMG_HTML 2.950
+score HAS_X_OUTGOING_SPAM_STAT 0.798
+score HDRS_MISSP 0.795
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.001
+score HK_RANDOM_FROM 0.001 # force non-zero
score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.628
+score HK_SCAM 0.428
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.225
-score HTML_ENTITY_ASCII_TINY 2.999
+score HOSTED_IMG_FREEM 2.088
+score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001 # force non-zero
-score HTML_TEXT_INVISIBLE_FONT 0.290
+score HTML_TAG_BALANCE_CENTER 2.507
+score HTML_TEXT_INVISIBLE_FONT 1.489
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score JH_SPAMMY_HEADERS 3.500
-score KHOP_HELO_FCRDNS 0.001
-score LONG_HEX_URI 1.947
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.646
+score LONG_INVISIBLE_TEXT 1.830
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.001
-score MANY_SPAN_IN_TEXT 3.099
+score MALWARE_NORDNS 2.348
+score MALWARE_PASSWORD 3.499
+score MANY_SPAN_IN_TEXT 2.199
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.999
+score MILLION_USD 1.075
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 0.936
-score MONEY_ATM_CARD 1.267
+score MIXED_ES 0.802
+score MIXED_HREF_CASE 0.986
+score MONEY_ATM_CARD 1.494
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.972
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 1.062
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_5 2.262
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.236
+score MONEY_FREEMAIL_REPTO 2.037
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.333
-score NA_DOLLARS 0.494
-score NICE_REPLY_A -2.875
+score MSMAIL_PRI_ABNORMAL 0.156
+score NA_DOLLARS 0.495
+score NICE_REPLY_A -2.964
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 1.091
+score OBFU_TEXT_ATTACH 1.218
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.089
-score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_BTC_ID 0.001
+score PDS_BTC_MSGID 0.096
+score PDS_EMPTYSUBJ_URISHRT 0.748
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS_SHRTNER 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HELO_SPF_FAIL 0.001
+score PDS_HELO_SPF_FAIL 0.665
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_RDNS_DYNAMIC_FP 0.001
score PDS_SHORT_SPOOFED_URL 1.999
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001
score PHP_SCRIPT 2.499
-score POSSIBLE_AMAZON_PHISH_02 2.400
-score POSSIBLE_GMAIL_PHISHER 2.699
+score POSSIBLE_AMAZON_PHISH_02 2.299
+score POSSIBLE_GMAIL_PHISHER 1.996
score PP_MIME_FAKE_ASCII_TEXT 0.001
+score RAND_HEADER_MANY 1.858
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.699
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.059
-score SERGIO_SUBJECT_VIAGRA01 0.944
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.352
+score SENDGRID_REDIR 0.876
+score SERGIO_SUBJECT_VIAGRA01 0.001
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 1.999
-score STOX_BOUND_090909_B 2.048
-score THIS_AD 0.800
+score STATIC_XPRIO_OLE 1.864
+score STOX_BOUND_090909_B 3.468
+score SUSP_UTF8_WORD_COMBO 1.462
+score SUSP_UTF8_WORD_SUBJ 1.900
+score THIS_AD 0.799
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.399
score TO_EQ_FM_DIRECT_MX 0.252
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_ONLY 1.788
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.100
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.569
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.826
-score TO_NO_BRKTS_PCNT 2.500
+score TO_NO_BRKTS_NORDNS_HTML 1.827
+score TO_NO_BRKTS_PCNT 2.499
score TR_JS_REDIRECTION_0 2.199
-score TVD_DOLLARS_US 1.999
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.799
-score UNDISC_MONEY 3.096
+score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
score URI_DOTEDU 1.999
-score URI_GIBB_NO_PROTO 1.484
-score URI_GOOGLE_PROXY 2.200
-score URI_ONLY_MSGID_MALF 0.001 # force non-zero
-score URI_PHISH 4.000
+score URI_GOOGLE_PROXY 2.399
+score URI_MALWARE_BH 0.999
+score URI_ONLY_MSGID_MALF 0.884
+score URI_PHISH 3.617
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED 1.205
+score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 0.001
-score WORD_INVIS 1.943
+score WORD_INVIS 0.807
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
+score XFER_LOTSA_MONEY 0.001 # force non-zero
score XM_RANDOM 0.001
+score XM_RECPTID 2.024
score XPRIO 0.001
-score YOU_INHERIT 0.184
+score YOU_INHERIT 1.618
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -214,6 +222,7 @@ score BITCOIN_PAY_ME 1.0
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
+score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_09 1.000
@@ -279,10 +288,12 @@ score HEXHASH_WORD 1.0
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
+score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HOSTED_IMG_MULTI_PUB_01 1.000
score HTML_ENTITY_ASCII 1.000
+score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_SINGLET_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
@@ -296,7 +307,6 @@ score MALF_HTML_B64 1.0
score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
-score MIXED_HREF_CASE 1.000
score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -309,8 +319,11 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
+score PDS_BTC_NTLD 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
+score PDS_PRO_TLD 1.000
score PDS_SHORTFWD_URISHRT 1.000
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
@@ -321,7 +334,6 @@ score PP_TOO_MUCH_UNICODE05 1.0
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
-score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
@@ -350,6 +362,7 @@ score SHORT_IMG_SUSP_NTLD 1.0
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
+score SUBJ_ATTENTION 0.500
score SUBJ_BRKN_WORDNUMS 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
@@ -368,6 +381,7 @@ score URI_DASHGOVEDU 1.0
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
+score URI_GIBB_NO_PROTO 1.000
score URI_GOOG_STO_SPAMMY 3.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1909655&r1=1909654&r2=1909655&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun May 7 07:29:18 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 330989 68.247% (99.340% of non-spam corpus)
-# Correctly spam: 88776 18.305% (58.481% of spam corpus)
-# False positives: 2198 0.453% (0.660% of nonspam, 32156 weighted)
-# False negatives: 63027 12.996% (41.519% of spam, 129200 weighted)
-# Average score for spam: 8.1 nonspam: 0.5
-# Average for false-pos: 6.4 false-neg: 2.0
-# TOTAL: 484990 100.00%
+# Correctly non-spam: 335440 75.389% (99.329% of non-spam corpus)
+# Correctly spam: 64076 14.401% (59.750% of spam corpus)
+# False positives: 2267 0.509% (0.671% of nonspam, 24408 weighted)
+# False negatives: 43164 9.701% (40.250% of spam, 82807 weighted)
+# Average score for spam: 8.9 nonspam: 0.7
+# Average for false-pos: 6.8 false-neg: 1.9
+# TOTAL: 444947 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41242 99.34%
-# Correctly spam: 10942 57.30%
-# False positives: 275 0.66%
-# False negatives: 8155 42.70%
-# TCR(l=50): 0.871810 SpamRecall: 57.297% SpamPrec: 97.548%
+# Correctly non-spam: 41822 99.35%
+# Correctly spam: 7943 58.63%
+# False positives: 275 0.65%
+# False negatives: 5604 41.37%
+# TCR(l=50): 0.699959 SpamRecall: 58.633% SpamPrec: 96.654%
##### 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: 325824 97.79%
-# Correctly spam: 63210 41.64%
-# False positives: 7363 2.21%
-# False negatives: 88593 58.36%
-# TCR(l=50): 0.332360 SpamRecall: 41.639% SpamPrec: 89.567%
+# Correctly non-spam: 330372 97.83%
+# Correctly spam: 52099 48.58%
+# False positives: 7335 2.17%
+# False negatives: 55141 51.42%
+# TCR(l=50): 0.254189 SpamRecall: 48.582% SpamPrec: 87.659%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40590 97.77%
-# Correctly spam: 7965 41.71%
-# False positives: 927 2.23%
-# False negatives: 11132 58.29%
-# TCR(l=50): 0.332226 SpamRecall: 41.708% SpamPrec: 89.575%
+# Correctly non-spam: 41185 97.83%
+# Correctly spam: 6632 48.96%
+# False positives: 912 2.17%
+# False negatives: 6915 51.04%
+# TCR(l=50): 0.257964 SpamRecall: 48.955% SpamPrec: 87.911%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1909655&r1=1909654&r2=1909655&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun May 7 07:29:18 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 304040 76.888% (98.886% of non-spam corpus)
-# Correctly spam: 57878 14.637% (65.794% of spam corpus)
-# False positives: 3426 0.866% (1.114% of nonspam, 111549 weighted)
-# False negatives: 30090 7.609% (34.206% of spam, 53434 weighted)
-# Average score for spam: 13.8 nonspam: -0.4
-# Average for false-pos: 11.4 false-neg: 1.8
-# TOTAL: 395434 100.00%
+# Correctly non-spam: 312597 77.848% (98.907% of non-spam corpus)
+# Correctly spam: 56737 14.130% (66.361% of spam corpus)
+# False positives: 3454 0.860% (1.093% of nonspam, 107359 weighted)
+# False negatives: 28760 7.162% (33.639% of spam, 50144 weighted)
+# Average score for spam: 13.0 nonspam: -0.4
+# Average for false-pos: 11.5 false-neg: 1.7
+# TOTAL: 401548 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37928 98.91%
-# Correctly spam: 7369 66.26%
-# False positives: 419 1.09%
-# False negatives: 3753 33.74%
-# TCR(l=50): 0.450229 SpamRecall: 66.256% SpamPrec: 94.620%
+# Correctly non-spam: 38979 98.89%
+# Correctly spam: 7133 66.16%
+# False positives: 436 1.11%
+# False negatives: 3649 33.84%
+# TCR(l=50): 0.423671 SpamRecall: 66.157% SpamPrec: 94.240%
##### 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: 304502 99.04%
-# Correctly spam: 51054 58.04%
-# False positives: 2964 0.96%
-# False negatives: 36914 41.96%
-# TCR(l=50): 0.475210 SpamRecall: 58.037% SpamPrec: 94.513%
+# Correctly non-spam: 313149 99.08%
+# Correctly spam: 49141 57.48%
+# False positives: 2902 0.92%
+# False negatives: 36356 42.52%
+# TCR(l=50): 0.471172 SpamRecall: 57.477% SpamPrec: 94.424%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 38003 99.10%
-# Correctly spam: 6450 57.99%
-# False positives: 344 0.90%
-# False negatives: 4672 42.01%
-# TCR(l=50): 0.508504 SpamRecall: 57.993% SpamPrec: 94.937%
+# Correctly non-spam: 39043 99.06%
+# Correctly spam: 6239 57.86%
+# False positives: 372 0.94%
+# False negatives: 4543 42.14%
+# TCR(l=50): 0.465886 SpamRecall: 57.865% SpamPrec: 94.373%