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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2024/01/19 02:41:50 UTC
svn commit: r1915314 [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=1915314&r1=1915313&r2=1915314&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Jan 19 02:41:49 2024
@@ -1,221 +1,223 @@
-# Using score set 0 logs for revision 1915243 from:
-# ham-ena-week0.r1915243.log ham-ena-week1.r1915243.log ham-ena-week2.r1915243.log ham-ena-week3.r1915243.log ham-ena-week4.r1915243.log ham-giovanni-ham.r1915243.log ham-giovanni-spammy.r1915243.log ham-giovanni-spam.r1915243.log ham-grenier.r1915243.log ham-hege.r1915243.log ham-jhardin.r1915243.log ham-llanga.r1915243.log ham-mmiroslaw-mails-ham.r1915243.log ham-mmiroslaw-mails-spam.r1915243.log ham-spamsponge.r1915243.log ham-tsz-corpus.r1915243.log ham-whyscream.r1915243.log spam-ena-week0.r1915243.log spam-ena-week1.r1915243.log spam-ena-week2.r1915243.log spam-ena-week3.r1915243.log spam-ena-week4.r1915243.log spam-giovanni-ham.r1915243.log spam-giovanni-spammy.r1915243.log spam-giovanni-spam.r1915243.log spam-grenier.r1915243.log spam-hege.r1915243.log spam-jhardin.r1915243.log spam-llanga.r1915243.log spam-mmiroslaw-mails-ham.r1915243.log spam-mmiroslaw-mails-spam.r1915243.log spam-spamsponge.r1915243.log spam-tsz-corpus.r1915243.log spam-whyscream.r1915243.log
+# Using score set 0 logs for revision 1915307 from:
+# ham-ena-week0.r1915307.log ham-ena-week1.r1915307.log ham-ena-week2.r1915307.log ham-ena-week3.r1915307.log ham-ena-week4.r1915307.log ham-giovanni-ham.r1915307.log ham-giovanni-spammy.r1915307.log ham-giovanni-spam.r1915307.log ham-grenier.r1915307.log ham-hege.r1915307.log ham-jhardin.r1915307.log ham-llanga.r1915307.log ham-mmiroslaw-mails-ham.r1915307.log ham-mmiroslaw-mails-spam.r1915307.log ham-spamsponge.r1915307.log ham-tsz-corpus.r1915307.log ham-whyscream.r1915307.log spam-ena-week0.r1915307.log spam-ena-week1.r1915307.log spam-ena-week2.r1915307.log spam-ena-week3.r1915307.log spam-ena-week4.r1915307.log spam-giovanni-ham.r1915307.log spam-giovanni-spammy.r1915307.log spam-giovanni-spam.r1915307.log spam-grenier.r1915307.log spam-hege.r1915307.log spam-jhardin.r1915307.log spam-llanga.r1915307.log spam-mmiroslaw-mails-ham.r1915307.log spam-mmiroslaw-mails-spam.r1915307.log spam-spamsponge.r1915307.log spam-tsz-corpus.r1915307.log spam-whyscream.r1915307.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.984
+score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 2.599
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.598
+score ADVANCE_FEE_3_NEW 2.703
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.382
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.254
+score ADVANCE_FEE_4_NEW_MONEY 0.736
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.054
-score BIGNUM_EMAILS_MANY 2.601
-score BITCOIN_DEADLINE 2.098
-score BITCOIN_EXTORT_01 4.240
-score BITCOIN_MALF_HTML 0.001 # force non-zero
-score BITCOIN_PAY_ME 1.827
-score BITCOIN_SPAM_02 2.427
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_SPAM_08 0.909
-score BITCOIN_TOEQFM 0.575
+score AXB_X_FF_SEZ_S 3.134
+score BIGNUM_EMAILS_MANY 2.686
+score BITCOIN_DEADLINE 1.429
+score BITCOIN_EXTORT_01 4.250
+score BITCOIN_MALF_HTML 2.952
+score BITCOIN_PAY_ME 1.378
+score BITCOIN_SPAM_02 2.254
+score BITCOIN_SPAM_07 0.086
+score BITCOIN_TOEQFM 1.817
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 0.262
+score BITCOIN_XPRIO 0.201
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.961
+score BODY_SINGLE_URI 1.383
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.287
-score BOGUS_MIME_VERSION 3.500
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.114
+score BODY_URI_ONLY 0.238
+score CK_HELO_GENERIC 0.250
+score COMPENSATION 0.335
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.186
+score DEAR_BENEFICIARY 0.001
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.396
-score FONT_INVIS_DIRECT 0.403
+score FILL_THIS_FORM 0.797
+score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.768
-score FONT_INVIS_POSTEXTRAS 1.606
+score FONT_INVIS_NORDNS 0.498
+score FONT_INVIS_POSTEXTRAS 2.885
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.232
-score FORM_FRAUD_5 0.618
+score FORM_FRAUD_3 2.499
+score FORM_FRAUD_5 0.401
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 2.699
-score FROM_ADDR_WS 2.005
-score FROM_IN_TO_AND_SUBJ 1.414
-score FROM_MISSPACED 1.900
+score FROMSPACE 2.899
+score FROM_ADDR_WS 2.650
+score FROM_IN_TO_AND_SUBJ 0.506
+score FROM_MISSPACED 1.909
score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.809
+score FROM_MISSP_FREEMAIL 2.305
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 3.923
+score FROM_MISSP_TO_UNDISC 1.791
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.956
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.297
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WSP_TRAIL 2.399
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.499
-score FUZZY_BITCOIN 3.799
-score FUZZY_IMPORTANT 0.342
-score FUZZY_SPRM 2.499
+score FUZZY_AMAZON 2.399
+score FUZZY_BITCOIN 2.459
+score FUZZY_IMPORTANT 1.017
+score FUZZY_SPRM 2.299
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.703
+score GB_BITCOIN_CP 2.045
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_REDIR_NORDNS 2.399
-score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.908
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_REDIR_NORDNS 2.401
+score GOOG_STO_IMG_HTML 2.501
+score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 0.001
-score HK_NAME_MR_MRS 0.999
+score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 1.300
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_DIRECT_MX 2.498
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 1.791
-score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 3.000
-score HTML_FONT_TINY_NORDNS 0.731
+score HREF_EMPTY_NORDNS 2.499
+score HTML_BADATTR 1.000
+score HTML_ENTITY_ASCII 2.509
+score HTML_ENTITY_ASCII_TINY 1.112
+score HTML_FONT_TINY_NORDNS 1.999
+score HTML_OFF_PAGE 2.975
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.353
-score HTML_TEXT_INVISIBLE_STYLE 1.359
+score HTML_TEXT_INVISIBLE_FONT 1.471
+score HTML_TEXT_INVISIBLE_STYLE 1.593
score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 0.899
score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.500
-score LONG_HEX_URI 2.999
+score LIST_PARTIAL_SHORT_MSG 2.500
+score LONGLN_LOW_CONTRAST 2.499
+score LONG_HEX_URI 3.000
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.789
+score LONG_INVISIBLE_TEXT 1.799
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MANY_SUBDOM 3.199
-score MAY_BE_FORGED 1.799
-score MILLION_HUNDRED 0.237
+score MANY_SUBDOM 3.299
+score MILLION_HUNDRED 0.074
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.838
-score MIXED_AREA_CASE 0.001
+score MIMEOLE_DIRECT_TO_MX 1.999
+score MIXED_AREA_CASE 0.001 # force non-zero
score MIXED_CENTER_CASE 2.499
score MIXED_ES 2.199
score MIXED_HREF_CASE 1.940
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.278
-score MONEY_FORM_SHORT 1.989
+score MONEY_FORM 2.163
+score MONEY_FORM_SHORT 1.991
score MONEY_FRAUD_3 2.499
-score MONEY_FRAUD_5 0.717
-score MONEY_FRAUD_8 0.380
+score MONEY_FRAUD_5 2.899
+score MONEY_FRAUD_8 2.257
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
+score MSM_PRIO_REPTO 2.500
score NA_DOLLARS 1.499
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 0.003
-score NOT_SPAM 2.104
+score NORDNS_LOW_CONTRAST 1.787
+score NOT_SPAM 2.101
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.519
-score OBFU_BITCOIN 2.761
-score OBFU_TEXT_ATTACH 0.103
+score NSL_RCVD_HELO_USER 1.683
+score OBFU_BITCOIN 2.511
+score OBFU_TEXT_ATTACH 0.001
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.001
-score PDS_FROM_NAME_TO_DOMAIN 1.404
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 1.120
+score PDS_FROM_NAME_TO_DOMAIN 1.836
score PDS_HP_HELO_NORDNS 1.000
-score PDS_PHP_EVAL 1.122
-score PHP_ORIG_SCRIPT 0.167
-score PHP_ORIG_SCRIPT_EVAL 2.679
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_PHP_EVAL 0.624
+score PDS_TINYSUBJ_URISHRT 1.499
+score PHP_ORIG_SCRIPT 0.638
+score PHP_ORIG_SCRIPT_EVAL 1.776
score PHP_SCRIPT 2.499
score POSTCARD_03 2.599
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.557
-score RCVD_DOTEDU_SUSP 1.999
-score RCVD_DOTEDU_SUSP_URI 0.468
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 1.174
+score RATWARE_NO_RDNS 1.082
+score RCVD_DOTEDU_SUSP 0.808
+score RCVD_DOTEDU_SUSP_URI 0.698
+score REPTO_419_FRAUD_GM_LOOSE 1.000
+score RISK_FREE 1.175
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.701
-score SCC_CANSPAM_2 3.999
+score SCC_BODY_URI_ONLY 2.276
+score SCC_CANSPAM_2 2.599
score SCC_ISEMM_LID_1B 1.499
score SCC_NEWBIE_HASBEENS 2.599
-score SCC_SPAMMER_ADDR_2 2.013
-score SENDGRID_REDIR 1.500
-score SERGIO_SUBJECT_PORN014 3.199
+score SCC_SPAMMER_ADDR_2 2.251
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_PORN014 3.200
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 3.199
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.868
+score SPOOFED_FREEMAIL_NO_RDNS 0.527
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.646
-score SUSP_UTF8_WORD_COMBO 2.999
+score STATIC_XPRIO_OLE 1.642
+score SUSP_UTF8_WORD_COMBO 3.000
score SUSP_UTF8_WORD_FROM 1.999
-score TEQF_USR_POLITE 1.999
+score TEQF_USR_POLITE 1.885
score THIS_AD 1.299
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 1.843
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 2.599
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.993
+score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.470
-score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_HTML_IMG 0.517
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 1.742
-score TVD_PH_BODY_ACCOUNTS_POST 0.001
-score TVD_PH_BODY_META_ALL 2.401
-score TVD_RCVD_SPACE_BRACKET 1.945
-score TVD_SPACE_ENCODED 2.497
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_PH_BODY_ACCOUNTS_POST 0.227
+score TVD_PH_BODY_META_ALL 2.061
+score TVD_RCVD_SPACE_BRACKET 2.799
+score TVD_SPACE_ENCODED 2.498
score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.499
-score UNDISC_MONEY 2.899
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 2.999
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.599
+score URI_GOOGLE_PROXY 2.600
score URI_GOOG_STO_SPAMMY 2.999
-score URI_ONLY_MSGID_MALF 0.001
+score URI_ONLY_MSGID_MALF 0.001 # force non-zero
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.974
+score URI_WP_HACKED_2 2.405
+score VFY_ACCT_NORDNS 2.932
+score VISTA_COST 0.001
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 2.699
-score WORD_INVIS 1.580
+score WORD_INVIS 1.583
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.839
+score XFER_LOTSA_MONEY 0.183
score XM_RANDOM 2.499
-score XM_RECPTID 3.000
-score XPRIO 0.001
+score XM_RECPTID 2.999
+score XPRIO 0.227
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -243,10 +245,12 @@ score BITCOIN_SPAM_01 1.0
score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
+score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
+score BOGUS_MIME_VERSION 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -287,7 +291,6 @@ score HAS_X_NO_RELAY 1.0
score HAS_X_OUTGOING_SPAM_STAT 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
-score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
@@ -295,8 +298,6 @@ score HOSTED_IMG_MULTI 1.0
score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
-score HTML_ENTITY_ASCII_TINY 1.000
-score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
@@ -316,13 +317,9 @@ 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 NUMBERONLY_BITCOIN_EXP 1.000
score ODD_FREEM_REPTO 1.000
-score PDS_NAKED_TO_NUMERO 1.000
-score PDS_TINYSUBJ_URISHRT 1.000
score PDS_X_PHP_WELLKNOWN 1.000
score PDS_X_PHP_WP_EXP 1.000
score PHISH_AZURE_CLOUDAPP 3.500
@@ -385,7 +382,6 @@ score URI_PHP_REDIR 1.0
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
-score VISTA_COST 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_DIGITS_ONLY 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915314&r1=1915313&r2=1915314&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jan 19 02:41:49 2024
@@ -1,210 +1,207 @@
# Using score set 1 logs for revision 1915213 from:
# ham-net-ena-week0.r1915213.log ham-net-ena-week1.r1915213.log ham-net-ena-week2.r1915213.log ham-net-ena-week3.r1915213.log ham-net-ena-week4.r1915213.log ham-net-giovanni-ham.r1915213.log ham-net-giovanni-spammy.r1915213.log ham-net-giovanni-spam.r1915213.log ham-net-grenier.r1915213.log ham-net-hege.r1915213.log ham-net-jhardin.r1915213.log ham-net-llanga.r1915213.log ham-net-mmiroslaw-mails-ham.r1915213.log ham-net-mmiroslaw-mails-spam.r1915213.log ham-net-spamsponge.r1915213.log ham-net-whyscream.r1915213.log spam-net-ena-week0.r1915213.log spam-net-ena-week1.r1915213.log spam-net-ena-week2.r1915213.log spam-net-ena-week3.r1915213.log spam-net-ena-week4.r1915213.log spam-net-giovanni-ham.r1915213.log spam-net-giovanni-spammy.r1915213.log spam-net-giovanni-spam.r1915213.log spam-net-grenier.r1915213.log spam-net-hege.r1915213.log spam-net-jhardin.r1915213.log spam-net-llanga.r1915213.log spam-net-mmiroslaw-mails-ham.r1915213.log spam-net-mmiroslaw-mails-spam.r1915213.log spam-n
et-spamsponge.r1915213.log spam-net-whyscream.r1915213.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_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 1.996
-score ADMITS_SPAM 1.799
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.644
-score ADVANCE_FEE_3_NEW_MONEY 0.511
-score ADVANCE_FEE_4_NEW_MONEY 1.042
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 1.249
+score ADMITS_SPAM 1.797
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 2.652
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 0.911
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.180
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.099
-score BITCOIN_DEADLINE 0.888
-score BITCOIN_EXTORT_01 2.231
+score AXB_X_FF_SEZ_S 3.096
+score BITCOIN_DEADLINE 2.312
+score BITCOIN_EXTORT_01 2.443
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 1.168
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 2.289
-score BITCOIN_SPAM_07 1.048
-score BITCOIN_SPAM_08 0.001
-score BITCOIN_TOEQFM 0.349
+score BITCOIN_PAY_ME 2.388
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_05 2.497
+score BITCOIN_SPAM_07 1.317
+score BITCOIN_SPAM_08 0.382
+score BITCOIN_TOEQFM 0.079
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 0.768
-score BITCOIN_YOUR_INFO 2.999
+score BITCOIN_XPRIO 0.563
+score BITCOIN_YOUR_INFO 2.996
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.001 # force non-zero
-score DKIMWL_WL_HIGH -1.293
+score DEAR_BENEFICIARY 0.001
+score DKIMWL_WL_HIGH -2.519
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 1.081
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.453
+score DYNAMIC_IMGUR 2.053
+score END_FUTURE_EMAILS 2.497
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FILL_THIS_FORM 0.457
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.738
-score FONT_INVIS_MSGID 1.038
-score FONT_INVIS_POSTEXTRAS 1.813
-score FORGED_SPF_HELO 3.099
-score FORM_FRAUD 0.999
-score FORM_FRAUD_5 0.126
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 2.299
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.447
-score FROM_IN_TO_AND_SUBJ 0.829
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.385
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 3.202
+score FONT_INVIS_LONG_LINE 2.613
+score FONT_INVIS_MSGID 1.037
+score FONT_INVIS_POSTEXTRAS 2.554
+score FORGED_SPF_HELO 3.096
+score FORM_FRAUD 0.998
+score FORM_FRAUD_5 0.997
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 2.297
+score FROM_ADDR_WS 2.996
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.451
+score FROM_IN_TO_AND_SUBJ 0.750
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 1.381
+score FROM_MISSP_EH_MATCH 1.997
+score FROM_MISSP_FREEMAIL 3.195
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.003
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.345
+score FROM_MISSP_REPLYTO 0.007
+score FROM_MISSP_SPF_FAIL 1.997
+score FROM_MISSP_TO_UNDISC 1.658
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_PAYPAL_SPOOF 0.548
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 1.029
+score FROM_MISSP_XPRIO 2.497
+score FROM_PAYPAL_SPOOF 0.916
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.998
+score FSL_BULK_SIG 0.905
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.499
-score FUZZY_BITCOIN 2.184
-score FUZZY_IMPORTANT 0.512
-score FUZZY_SPRM 2.399
+score FUZZY_AMAZON 2.497
+score FUZZY_BITCOIN 2.751
+score FUZZY_IMPORTANT 1.879
+score FUZZY_SPRM 2.397
score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 1.500
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.369
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 1.303
-score GOOG_REDIR_NORDNS 2.424
-score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score GB_BITCOIN_CP 2.736
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.489
+score GB_FREEMAIL_DISPTO 0.001
+score GB_HASHBL_BTC 1.202
+score GOOG_REDIR_NORDNS 2.420
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.996
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.497
+score HDR_ORDER_FTSDMCXX_DIRECT 1.997
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
-score HOSTED_IMG_MULTI_PUB_01 2.247
-score HTML_BADATTR 0.999
-score HTML_FONT_TINY_NORDNS 0.113
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.331
-score HTML_TEXT_INVISIBLE_STYLE 2.713
-score JH_SPAMMY_HEADERS 3.499
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.997
+score HOSTED_IMG_MULTI_PUB_01 2.374
+score HTML_BADATTR 0.998
+score HTML_FONT_TINY_NORDNS 0.164
+score HTML_SINGLET_MANY 2.497
+score HTML_TEXT_INVISIBLE_FONT 1.293
+score HTML_TEXT_INVISIBLE_STYLE 2.718
+score JH_SPAMMY_HEADERS 3.497
score KHOP_HELO_FCRDNS 0.259
-score LIST_PARTIAL_SHORT_MSG 2.500
-score LONGLN_LOW_CONTRAST 2.262
-score LONG_HEX_URI 2.868
-score LONG_IMG_URI 1.693
-score LONG_INVISIBLE_TEXT 2.454
+score LIST_PARTIAL_SHORT_MSG 2.497
+score LONGLN_LOW_CONTRAST 2.392
+score LONG_HEX_URI 2.865
+score LONG_IMG_URI 1.706
+score LONG_INVISIBLE_TEXT 2.324
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MANY_SUBDOM 3.099
-score MILLION_HUNDRED 0.058
-score MILLION_USD 0.784
+score LOTTO_DEPT 1.997
+score MANY_SUBDOM 3.096
+score MILLION_HUNDRED 0.371
+score MILLION_USD 0.457
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 2.500
-score MIXED_ES 2.199
-score MIXED_HREF_CASE 1.999
+score MIXED_CENTER_CASE 2.497
+score MIXED_ES 2.197
+score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 1.018
-score MONEY_FORM_SHORT 2.091
-score MONEY_FRAUD_3 1.324
-score MONEY_FRAUD_5 0.841
-score MONEY_FRAUD_8 2.093
-score MONEY_FREEMAIL_REPTO 1.105
+score MONEY_FORM 1.041
+score MONEY_FORM_SHORT 1.084
+score MONEY_FRAUD_3 1.473
+score MONEY_FRAUD_5 1.430
+score MONEY_FRAUD_8 0.697
+score MONEY_FREEMAIL_REPTO 1.107
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.123
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.947
-score NORDNS_LOW_CONTRAST 0.052
-score NO_FM_NAME_IP_HOSTN 0.059
+score MONEY_NOHTML 1.240
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -3.044
+score NORDNS_LOW_CONTRAST 0.001
+score NO_FM_NAME_IP_HOSTN 0.286
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.532
-score OBFU_TEXT_ATTACH 1.124
-score PDS_BTC_ID 0.190
+score NSL_RCVD_HELO_USER 1.659
+score OBFU_BITCOIN 0.970
+score OBFU_TEXT_ATTACH 0.001
+score PDS_BTC_ID 0.075
score PDS_BTC_MSGID 0.001
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.527
-score PDS_FROM_2_EMAILS 0.896
-score PDS_FROM_NAME_TO_DOMAIN 0.747
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_NAME_TO_DOMAIN 1.220
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PHP_SCRIPT 1.506
-score POSTCARD_03 2.499
+score PHP_SCRIPT 1.316
+score POSTCARD_03 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.901
-score RATWARE_NO_RDNS 1.488
-score RCVD_DOTEDU_SUSP 1.978
-score RCVD_DOTEDU_SUSP_URI 0.526
+score RAND_MKTG_HEADER 1.885
+score RATWARE_NO_RDNS 2.758
+score RCVD_DOTEDU_SUSP 1.796
+score RCVD_DOTEDU_SUSP_URI 1.123
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.800
-score SCC_CANSPAM_2 3.699
-score SCC_ISEMM_LID_1B 1.499
-score SCC_NEWBIE_HASBEENS 2.399
-score SCC_SPAMMER_ADDR_2 1.542
-score SENDGRID_REDIR 0.426
-score SERGIO_SUBJECT_PORN014 3.199
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.157
-score SHORT_SHORTNER 1.999
+score RCVD_IN_MSPIKE_H2 -0.001
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.796
+score SCC_CANSPAM_2 3.695
+score SCC_ISEMM_LID_1B 1.498
+score SCC_NEWBIE_HASBEENS 2.397
+score SCC_SPAMMER_ADDR_2 1.584
+score SENDGRID_REDIR 0.594
+score SERGIO_SUBJECT_PORN014 3.196
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 2.261
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.123
+score SPOOFED_FREEM_REPTO 1.112
score STATIC_XPRIO_OLE 0.999
-score SUSP_UTF8_WORD_COMBO 2.999
-score THIS_AD 0.899
-score TO_EQ_FM_DIRECT_MX 0.420
-score TO_EQ_FM_DOM_HTML_ONLY 1.332
+score SUSP_UTF8_WORD_COMBO 2.996
+score THIS_AD 0.898
+score TO_EQ_FM_DIRECT_MX 1.422
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.465
-score TO_EQ_FM_SPF_FAIL 0.408
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 0.719
-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 0.563
+score TO_EQ_FM_SPF_FAIL 0.419
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.034
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 2.026
-score TO_NO_BRKTS_NORDNS_HTML 1.249
-score TO_NO_BRKTS_PCNT 1.887
+score TO_NO_BRKTS_NORDNS_HTML 1.302
+score TO_NO_BRKTS_PCNT 1.873
score TVD_PH_BODY_ACCOUNTS_POST 0.001
-score TVD_PH_BODY_META_ALL 2.166
+score TVD_PH_BODY_META_ALL 2.356
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.499
-score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ZW_MANY 2.999
-score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 1.899
-score URI_PHISH 3.999
-score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.748
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 2.200
-score WORD_INVIS 1.897
-score WORD_INVIS_MANY 2.962
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_RANDOM 2.499
+score UNDISC_FREEM 2.497
+score UNDISC_MONEY 2.896
+score UNICODE_OBFU_ZW_MANY 2.996
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 1.897
+score URI_PHISH 3.995
+score URI_TRY_3LD 1.997
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.771
+score VISTA_TONOM_EQ_TOLOC 2.497
+score WORD_INVIS 1.892
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.001
+score XM_RANDOM 2.497
score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -317,7 +314,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 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
@@ -330,7 +326,6 @@ score MSGID_HDR_MALF 1.0
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
-score NUMBERONLY_BITCOIN_EXP 1.000
score ODD_FREEM_REPTO 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_NAKED_TO_NUMERO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915314&r1=1915313&r2=1915314&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jan 19 02:41:49 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 444820 69.131% (99.185% of non-spam corpus)
-# Correctly spam: 141120 21.932% (72.380% of spam corpus)
-# False positives: 3655 0.568% (0.815% of nonspam, 48188 weighted)
-# False negatives: 53852 8.369% (27.620% of spam, 93889 weighted)
-# Average score for spam: 6.5 nonspam: 0.6
-# Average for false-pos: 6.1 false-neg: 1.7
-# TOTAL: 643447 100.00%
+# Correctly non-spam: 448363 67.181% (99.367% of non-spam corpus)
+# Correctly spam: 154694 23.179% (71.558% of spam corpus)
+# False positives: 2856 0.428% (0.633% of nonspam, 42608 weighted)
+# False negatives: 61485 9.213% (28.442% of spam, 105930 weighted)
+# Average score for spam: 6.7 nonspam: 0.7
+# Average for false-pos: 6.2 false-neg: 1.7
+# TOTAL: 667398 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55549 99.34%
-# Correctly spam: 15534 63.61%
-# False positives: 368 0.66%
-# False negatives: 8885 36.39%
-# TCR(l=50): 0.894961 SpamRecall: 63.614% SpamPrec: 97.686%
+# Correctly non-spam: 55922 99.38%
+# Correctly spam: 19207 70.92%
+# False positives: 347 0.62%
+# False negatives: 7874 29.08%
+# TCR(l=50): 1.073620 SpamRecall: 70.924% SpamPrec: 98.225%
##### 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: 437880 97.64%
-# Correctly spam: 109863 56.35%
-# False positives: 10595 2.36%
-# False negatives: 85109 43.65%
-# TCR(l=50): 0.317100 SpamRecall: 56.348% SpamPrec: 91.204%
+# Correctly non-spam: 441559 97.86%
+# Correctly spam: 121611 56.25%
+# False positives: 9660 2.14%
+# False negatives: 94568 43.75%
+# TCR(l=50): 0.374292 SpamRecall: 56.255% SpamPrec: 92.641%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54583 97.61%
-# Correctly spam: 13672 55.99%
-# False positives: 1334 2.39%
-# False negatives: 10747 44.01%
-# TCR(l=50): 0.315299 SpamRecall: 55.989% SpamPrec: 91.110%
+# Correctly non-spam: 55032 97.80%
+# Correctly spam: 15227 56.23%
+# False positives: 1237 2.20%
+# False negatives: 11854 43.77%
+# TCR(l=50): 0.367429 SpamRecall: 56.228% SpamPrec: 92.487%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915314&r1=1915313&r2=1915314&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jan 19 02:41:49 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 423797 77.458% (99.500% of non-spam corpus)
-# Correctly spam: 83510 15.263% (68.899% of spam corpus)
-# False positives: 2129 0.389% (0.500% of nonspam, 40140 weighted)
-# False negatives: 37696 6.890% (31.101% of spam, 72833 weighted)
-# Average score for spam: 8.1 nonspam: -1.3
-# Average for false-pos: 6.6 false-neg: 1.9
-# TOTAL: 547132 100.00%
+# Correctly non-spam: 423884 77.474% (99.521% of non-spam corpus)
+# Correctly spam: 83441 15.251% (68.843% of spam corpus)
+# False positives: 2042 0.373% (0.479% of nonspam, 38894 weighted)
+# False negatives: 37763 6.902% (31.157% of spam, 72888 weighted)
+# Average score for spam: 8.1 nonspam: -1.6
+# Average for false-pos: 6.7 false-neg: 1.9
+# TOTAL: 547130 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52806 99.48%
-# Correctly spam: 10466 68.71%
-# False positives: 276 0.52%
-# False negatives: 4766 31.29%
-# TCR(l=50): 0.820424 SpamRecall: 68.711% SpamPrec: 97.431%
+# Correctly non-spam: 52811 99.49%
+# Correctly spam: 10496 68.91%
+# False positives: 271 0.51%
+# False negatives: 4736 31.09%
+# TCR(l=50): 0.832987 SpamRecall: 68.908% SpamPrec: 97.483%
##### 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: 424315 99.62%
-# Correctly spam: 28360 23.40%
+# Correctly spam: 28352 23.39%
# False positives: 1611 0.38%
-# False negatives: 92846 76.60%
-# TCR(l=50): 0.699013 SpamRecall: 23.398% SpamPrec: 94.625%
+# False negatives: 92852 76.61%
+# TCR(l=50): 0.698977 SpamRecall: 23.392% SpamPrec: 94.623%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52870 99.60%
-# Correctly spam: 3526 23.15%
+# Correctly spam: 3539 23.23%
# False positives: 212 0.40%
-# False negatives: 11706 76.85%
-# TCR(l=50): 0.682866 SpamRecall: 23.149% SpamPrec: 94.329%
+# False negatives: 11693 76.77%
+# TCR(l=50): 0.683264 SpamRecall: 23.234% SpamPrec: 94.348%