Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916542&r1=1916541&r2=1916542&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Mar 26 02:51:14 2024
@@ -1,160 +1,159 @@
-# Using score set 0 logs for revision 1916500 from:
-# ham-ena-week0.r1916500.log ham-ena-week1.r1916500.log ham-ena-week2.r1916500.log ham-ena-week3.r1916500.log ham-giovanni-ham.r1916500.log ham-giovanni-spammy.r1916500.log ham-giovanni-spam.r1916500.log ham-grenier.r1916500.log ham-hege.r1916500.log ham-jhardin.r1916500.log ham-llanga.r1916500.log ham-mmiroslaw-mails-ham.r1916500.log ham-mmiroslaw-mails-spam.r1916500.log ham-spamsponge.r1916500.log ham-tsz-corpus.r1916500.log ham-whyscream.r1916500.log spam-ena-week0.r1916500.log spam-ena-week1.r1916500.log spam-ena-week2.r1916500.log spam-ena-week3.r1916500.log spam-giovanni-ham.r1916500.log spam-giovanni-spammy.r1916500.log spam-giovanni-spam.r1916500.log spam-grenier.r1916500.log spam-hege.r1916500.log spam-jhardin.r1916500.log spam-llanga.r1916500.log spam-mmiroslaw-mails-ham.r1916500.log spam-mmiroslaw-mails-spam.r1916500.log spam-spamsponge.r1916500.log spam-tsz-corpus.r1916500.log spam-whyscream.r1916500.log
+# Using score set 0 logs for revision 1916528 from:
+# ham-ena-week0.r1916528.log ham-ena-week1.r1916528.log ham-ena-week2.r1916528.log ham-ena-week3.r1916528.log ham-giovanni-ham.r1916528.log ham-giovanni-spammy.r1916528.log ham-giovanni-spam.r1916528.log ham-grenier.r1916528.log ham-hege.r1916528.log ham-jhardin.r1916528.log ham-llanga.r1916528.log ham-mmiroslaw-mails-ham.r1916528.log ham-mmiroslaw-mails-spam.r1916528.log ham-spamsponge.r1916528.log ham-tsz-corpus.r1916528.log ham-whyscream.r1916528.log spam-ena-week0.r1916528.log spam-ena-week1.r1916528.log spam-ena-week2.r1916528.log spam-ena-week3.r1916528.log spam-giovanni-ham.r1916528.log spam-giovanni-spammy.r1916528.log spam-giovanni-spam.r1916528.log spam-grenier.r1916528.log spam-hege.r1916528.log spam-jhardin.r1916528.log spam-llanga.r1916528.log spam-mmiroslaw-mails-ham.r1916528.log spam-mmiroslaw-mails-spam.r1916528.log spam-spamsponge.r1916528.log spam-tsz-corpus.r1916528.log spam-whyscream.r1916528.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 0.001
-score ADMITS_SPAM 3.100
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.564
+score AC_POST_EXTRAS 0.001 # force non-zero
+score ADMITS_SPAM 3.099
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.638
-score ADVANCE_FEE_3_NEW_MONEY 0.044
-score ADVANCE_FEE_4_NEW 2.498
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.586
+score ADVANCE_FEE_3_NEW 3.002
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.488
+score ADVANCE_FEE_3_NEW_MONEY 0.039
+score ADVANCE_FEE_4_NEW 1.555
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.767
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.717
-score AD_PREFS 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.498
+score AD_PREFS 0.023
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.299
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 3.000
-score BITCOIN_EXTORT_01 2.103
-score BITCOIN_MALWARE 2.147
-score BITCOIN_ONAN 0.583
-score BITCOIN_PAY_ME 2.399
+score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 1.894
+score BITCOIN_MALWARE 2.624
+score BITCOIN_ONAN 2.999
+score BITCOIN_PAY_ME 2.874
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 1.500
+score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.635
+score BITCOIN_VISTA 1.955
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.758
+score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.279
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 2.600
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.663
-score DEAR_BENEFICIARY 1.802
+score DATE_IN_FUTURE_Q_PLUS 3.599
+score DEAR_BENEFICIARY 1.816
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 0.236
-score FBI_SPOOF 1.287
-score FILL_THIS_FORM 0.478
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 0.714
+score FBI_SPOOF 1.619
+score FILL_THIS_FORM 0.192
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.586
+score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.650
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.442
+score FONT_INVIS_POSTEXTRAS 2.652
+score FORM_FRAUD 0.950
+score FORM_FRAUD_3 0.001 # force non-zero
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_ADDR_WS 0.001
-score FROM_IN_TO_AND_SUBJ 2.200
+score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.590
-score FROM_MISSP_FREEMAIL 3.600
+score FROM_MISSP_EH_MATCH 0.585
+score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_PHISH 0.001 # force non-zero
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.681
+score FROM_MISSP_TO_UNDISC 1.570
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_NTLD_REPLY_FREEMAIL 1.530
+score FROM_NTLD_REPLY_FREEMAIL 1.031
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.400
-score FROM_WSP_TRAIL 1.400
+score FROM_UNBAL2 2.399
+score FROM_WSP_TRAIL 1.403
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.400
-score FUZZY_IMPORTANT 0.686
+score FUZZY_CLICK_HERE 3.399
+score FUZZY_IMPORTANT 2.449
score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.899
-score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.824
-score GB_CUSTOM_HTM_URI 1.034
-score GB_FAKE_RF_SHORT 1.937
+score GB_BITCOIN_CP 2.619
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.941
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.898
-score GOOG_REDIR_NORDNS 2.603
-score GOOG_STO_IMG_HTML 2.500
+score GOOG_MALWARE_DNLD 4.850
+score GOOG_REDIR_NORDNS 2.602
+score GOOG_STO_IMG_HTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.040
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
-score HDR_ORDER_FTSDMCXX_NORDNS 3.482
+score HDRS_MISSP 2.148
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.353
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.311
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 1.000
+score HK_NAME_FM_MR_MRS 1.316
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.376
+score HK_WIN 0.435
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.501
-score HOSTED_IMG_MULTI_PUB_01 3.000
+score HOSTED_IMG_FREEM 1.370
+score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
-score HTML_OFF_PAGE 2.999
+score HTML_OFF_PAGE 3.000
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 0.142
+score HTML_TAG_BALANCE_CENTER 2.399
+score HTML_TEXT_INVISIBLE_FONT 1.900
+score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.800
-score KHOP_HELO_FCRDNS 0.400
-score KHOP_UNSUB_EMAIL 2.599
+score KHOP_HELO_FCRDNS 0.399
+score KHOP_UNSUB_EMAIL 2.699
score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.999
+score LONG_HEX_URI 3.000
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.689
-score LOTS_OF_MONEY 0.010
+score LONG_INVISIBLE_TEXT 1.786
+score LOTS_OF_MONEY 0.009
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.056
-score MALWARE_NORDNS 1.760
+score MALFORMED_FREEMAIL 2.050
+score MALWARE_NORDNS 2.614
score MANY_SUBDOM 3.199
-score MAY_BE_FORGED 1.799
-score MILLION_HUNDRED 0.001
+score MILLION_HUNDRED 0.493
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.999
+score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.999
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_3 2.392
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 2.000
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_41 1.999
+score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.493
+score MSGID_NOFQDN1 0.494
score NA_DOLLARS 0.001
-score NICE_REPLY_A -1.265
+score NICE_REPLY_A -3.828
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
@@ -162,83 +161,86 @@ score NSL_RCVD_HELO_USER 0.0
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.999
+score PDS_BTC_MSGID 0.289
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.294
-score PDS_FROM_NAME_TO_DOMAIN 1.104
-score PDS_HP_HELO_NORDNS 0.773
+score PDS_FRNOM_TODOM_NAKED_TO 0.898
+score PDS_FROM_NAME_TO_DOMAIN 1.078
+score PDS_HP_HELO_NORDNS 0.999
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHP_EVAL 1.499
+score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.241
+score RATWARE_NO_RDNS 0.747
score READY_TO_SHIP 1.250
-score REPTO_419_FRAUD_GM 1.156
-score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 2.254
-score SCC_CANSPAM_1 2.699
-score SCC_CANSPAM_2 2.252
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.754
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score REPTO_419_FRAUD_GM 1.150
+score RISK_FREE 2.599
+score SCC_BOGUS_CTE_1 2.888
+score SCC_CANSPAM_1 2.552
+score SCC_CANSPAM_2 2.251
+score SCC_ISEMM_LID_1B 1.500
+score SCC_SPAMMER_ADDR_2 2.611
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.279
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.846
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.469
+score SHORT_IMG_SUSP_NTLD 0.469
+score SHORT_SHORTNER 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.151
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.420
-score STY_INVIS_DIRECT 2.499
-score SUBJ_ATTENTION 0.500
-score SUSP_UTF8_WORD_COMBO 1.733
+score STATIC_XPRIO_OLE 0.917
+score STY_INVIS_DIRECT 2.500
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_COMBO 1.755
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.017
+score SUSP_UTF8_WORD_MANY 1.544
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.939
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_AD 1.941
+score THIS_IS_ADV_SUSP_NTLD 0.909
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.685
+score TO_NAME_SUBJ_NO_RDNS 2.923
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 0.248
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 1.306
+score TVD_DOLLARS_US 2.599
score TVD_FROM_1 0.999
-score TVD_PH_7 2.899
+score TVD_PH_7 2.999
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.239
-score TVD_SUBJ_NUM_OBFU_MINFP 1.192
+score TVD_SPACE_RATIO_MINFP 0.601
+score TVD_SUBJ_NUM_OBFU_MINFP 2.020
+score UC_GIBBERISH_OBFU 0.331
score UNDISC_FREEM 2.799
score UNDISC_MONEY 2.999
-score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.002
-score URI_PHISH 2.503
+score URI_IMG_CWINDOWSNET 3.136
+score URI_PHISH 2.823
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.602
-score VISTA_COST 0.502
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.580
-score XFER_LOTSA_MONEY 0.001 # force non-zero
+score VFY_ACCT_NORDNS 2.598
+score VISTA_COST 0.500
+score VISTA_TONOM_EQ_TOLOC 2.500
+score WIKI_IMG 2.899
+score WORD_INVIS 1.583
+score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.503
-score XPRIO_SHORT_SUBJ 2.499
+score XPRIO 0.501
+score XPRIO_SHORT_SUBJ 0.488
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.746
+score YOU_INHERIT 2.188
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -254,7 +256,6 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
-score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
@@ -279,7 +280,6 @@ score DOTGOV_IMAGE 1.0
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
-score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
@@ -298,7 +298,6 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -319,7 +318,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -335,12 +333,10 @@ 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_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
-score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -381,7 +377,7 @@ score TARINGANET_IMG_NOT_RCVD_TN 1.0
score TONLINE_FAKE_DKIM 1.000
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
-score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916542&r1=1916541&r2=1916542&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Mar 26 02:51:14 2024
@@ -6,228 +6,228 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.449
+score AC_POST_EXTRAS 0.438
score ADMITS_SPAM 2.999
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.265
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.485
-score ADVANCE_FEE_3_NEW_MONEY 0.754
-score ADVANCE_FEE_4_NEW 0.478
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.504
+score ADVANCE_FEE_3_NEW 3.261
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.257
+score ADVANCE_FEE_3_NEW_MONEY 0.777
+score ADVANCE_FEE_4_NEW 0.472
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.620
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.448
-score AD_PREFS 0.292
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score ADVANCE_FEE_5_NEW_MONEY 1.593
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 2.500
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.200
+score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.685
-score BITCOIN_EXTORT_01 3.571
-score BITCOIN_MALWARE 1.450
-score BITCOIN_ONAN 2.811
-score BITCOIN_PAY_ME 0.213
-score BITCOIN_SPAM_02 0.763
+score BITCOIN_DEADLINE 1.436
+score BITCOIN_EXTORT_01 4.411
+score BITCOIN_MALWARE 2.701
+score BITCOIN_ONAN 0.614
+score BITCOIN_PAY_ME 1.191
+score BITCOIN_SPAM_02 1.461
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.499
-score BITCOIN_SPAM_07 1.235
+score BITCOIN_SPAM_05 0.899
+score BITCOIN_SPAM_07 1.228
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.500
-score BITCOIN_YOUR_INFO 3.000
-score BODY_SINGLE_URI 0.001 # force non-zero
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 1.400
-score BOGUS_MIME_VERSION 0.900
-score BOGUS_MSM_HDRS 0.533
+score BOGUS_MIME_VERSION 0.907
+score BOGUS_MSM_HDRS 1.944
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.256
+score COMPENSATION 0.798
score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 3.599
-score DEAR_BENEFICIARY 1.016
-score DKIMWL_WL_HIGH -0.065
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 1.026
+score DKIMWL_WL_HIGH -0.088
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
-score FBI_MONEY 0.105
-score FBI_SPOOF 1.715
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 0.968
+score FBI_SPOOF 1.364
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.322
-score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_HTML_NOHTML 2.709
+score FONT_INVIS_LONG_LINE 2.808
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.245
-score FONT_INVIS_POSTEXTRAS 2.965
+score FONT_INVIS_POSTEXTRAS 2.973
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.830
-score FORM_FRAUD_3 1.339
+score FORM_FRAUD 0.826
+score FORM_FRAUD_3 2.499
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.250
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 0.001
score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.801
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.807
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.401
+score FROM_MISSP_EH_MATCH 0.428
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.896
+score FROM_MISSP_REPLYTO 0.871
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.001
+score FROM_MISSP_TO_UNDISC 0.030
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.515
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.455
+score FROM_WSP_TRAIL 0.452
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 2.132
+score FUZZY_IMPORTANT 1.917
score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.105
+score GB_BITCOIN_CP 1.752
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.740
+score GB_FAKE_RF_SHORT 1.532
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.880
-score GOOG_MALWARE_DNLD 3.494
+score GB_HASHBL_BTC 4.999
+score GOOG_MALWARE_DNLD 3.497
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.025
+score GOOG_STO_IMG_HTML 2.031
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 0.429
+score HDRS_MISSP 0.433
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.511
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.509
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.139
+score HK_NAME_FM_MR_MRS 1.137
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.001 # force non-zero
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_ENVFROM 0.001
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.013
+score HK_WIN 0.968
score HOSTED_IMG_DIRECT_MX 3.500
-score HOSTED_IMG_FREEM 1.048
-score HOSTED_IMG_MULTI_PUB_01 3.000
+score HOSTED_IMG_FREEM 1.047
+score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.814
-score HTML_OFF_PAGE 2.876
+score HTML_FONT_TINY_NORDNS 0.813
+score HTML_OFF_PAGE 2.083
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.148
-score HTML_TEXT_INVISIBLE_STYLE 0.627
+score HTML_TEXT_INVISIBLE_FONT 1.153
+score HTML_TEXT_INVISIBLE_STYLE 0.624
score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.001
-score KHOP_UNSUB_EMAIL 2.600
+score KHOP_UNSUB_EMAIL 2.599
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.186
-score LONG_HEX_URI 2.149
-score LONG_IMG_URI 0.464
-score LONG_INVISIBLE_TEXT 2.086
-score LOTS_OF_MONEY 0.009
+score LONGLN_LOW_CONTRAST 2.189
+score LONG_HEX_URI 2.155
+score LONG_IMG_URI 0.472
+score LONG_INVISIBLE_TEXT 2.289
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.867
-score MALFORMED_FREEMAIL 2.071
-score MALWARE_NORDNS 1.505
+score LOTTO_DEPT 1.853
+score MALFORMED_FREEMAIL 2.076
+score MALWARE_NORDNS 3.400
score MANY_SUBDOM 3.099
score MILLION_HUNDRED 2.999
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
score MIME_NO_TEXT 1.999
score MIXED_ES 1.999
-score MIXED_HREF_CASE 1.999
+score MIXED_HREF_CASE 2.000
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 2.899
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.039
+score MONEY_FREEMAIL_REPTO 0.188
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.398
-score MSGID_NOFQDN1 2.207
+score MONEY_NOHTML 1.249
+score MSGID_NOFQDN1 2.197
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.507
-score NORDNS_LOW_CONTRAST 0.729
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -2.221
+score NORDNS_LOW_CONTRAST 0.727
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BRAND_SUBJ_NAKED_TO 1.000
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.157
-score PDS_DBL_URL_TNB_RUNON 1.911
+score PDS_BTC_MSGID 0.082
+score PDS_DBL_URL_TNB_RUNON 1.877
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.052
-score PDS_FROM_NAME_TO_DOMAIN 0.946
+score PDS_FRNOM_TODOM_NAKED_TO 0.520
+score PDS_FROM_NAME_TO_DOMAIN 0.478
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score PHP_SCRIPT 2.500
+score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.554
-score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RATWARE_NO_RDNS 2.330
+score RCVD_IN_IADB_COURT -0.001 # force non-zero
+score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 2.974
+score REPTO_419_FRAUD_GM 2.560
score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 3.696
-score SCC_CANSPAM_1 0.289
-score SCC_CANSPAM_2 0.055
+score SCC_BOGUS_CTE_1 3.640
+score SCC_CANSPAM_1 1.637
+score SCC_CANSPAM_2 0.059
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.500
+score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.356
-score SHORT_IMG_SUSP_NTLD 0.499
-score SHORT_SHORTNER 0.001
+score SHORTENER_SHORT_IMG 1.360
+score SHORT_IMG_SUSP_NTLD 0.105
+score SHORT_SHORTNER 0.001 # force non-zero
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score SPOOF_GMAIL_MID 1.500
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 0.870
+score STY_INVIS_DIRECT 0.868
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.772
+score SUSP_UTF8_WORD_COMBO 1.650
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.973
+score SUSP_UTF8_WORD_MANY 1.096
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 2.100
-score THIS_IS_ADV_SUSP_NTLD 0.755
+score THIS_AD 2.099
+score THIS_IS_ADV_SUSP_NTLD 1.126
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.070
+score TO_NAME_SUBJ_NO_RDNS 2.327
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.793
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.001 # force non-zero
-score TO_NO_BRKTS_NORDNS_HTML 1.253
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_DOLLARS_US 1.545
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.262
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_DOLLARS_US 1.553
score TVD_FROM_1 0.999
score TVD_PH_7 2.799
-score TVD_SPACE_ENCODED 2.287
+score TVD_SPACE_ENCODED 2.285
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.899
@@ -235,27 +235,27 @@ score UNICODE_OBFU_ASC 2.4
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
-score URI_GOOG_STO_SPAMMY 3.000
-score URI_IMG_CWINDOWSNET 3.099
-score URI_PHISH 1.214
-score URI_TRY_3LD 2.000
-score URI_WP_DIRINDEX 2.774
+score URI_GOOGLE_PROXY 2.100
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 3.096
+score URI_PHISH 1.217
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 2.310
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.696
-score VISTA_COST 1.498
-score VISTA_TONOM_EQ_TOLOC 0.076
-score WORD_INVIS 1.893
-score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
+score VFY_ACCT_NORDNS 2.605
+score VISTA_COST 1.187
+score VISTA_TONOM_EQ_TOLOC 0.063
+score WORD_INVIS 1.895
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_LIGHT_HEAVY 2.500
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XPRIO 0.001
score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.307
+score YOU_INHERIT 2.170
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916542&r1=1916541&r2=1916542&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Mar 26 02:51:14 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 513813 61.656% (99.412% of non-spam corpus)
-# Correctly spam: 235863 28.303% (74.521% of spam corpus)
-# False positives: 3037 0.364% (0.588% of nonspam, 57987 weighted)
-# False negatives: 80641 9.677% (25.479% of spam, 152243 weighted)
-# Average score for spam: 7.3 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 833354 100.00%
+# Correctly non-spam: 515488 61.527% (99.393% of non-spam corpus)
+# Correctly spam: 237804 28.384% (74.504% of spam corpus)
+# False positives: 3149 0.376% (0.607% of nonspam, 59922 weighted)
+# False negatives: 81379 9.713% (25.496% of spam, 164754 weighted)
+# Average score for spam: 7.4 nonspam: 0.4
+# Average for false-pos: 6.2 false-neg: 2.0
+# TOTAL: 837820 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 64124 99.37%
-# Correctly spam: 29468 74.66%
-# False positives: 404 0.63%
-# False negatives: 10003 25.34%
-# TCR(l=50): 1.306857 SpamRecall: 74.657% SpamPrec: 98.648%
+# Correctly non-spam: 64362 99.41%
+# Correctly spam: 30099 75.70%
+# False positives: 382 0.59%
+# False negatives: 9661 24.30%
+# TCR(l=50): 1.382428 SpamRecall: 75.702% SpamPrec: 98.747%
##### 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: 508099 98.31%
-# Correctly spam: 138398 43.73%
-# False positives: 8751 1.69%
-# False negatives: 178106 56.27%
-# TCR(l=50): 0.514092 SpamRecall: 43.727% SpamPrec: 94.053%
+# Correctly non-spam: 509751 98.29%
+# Correctly spam: 139232 43.62%
+# False positives: 8886 1.71%
+# False negatives: 179951 56.38%
+# TCR(l=50): 0.511306 SpamRecall: 43.621% SpamPrec: 94.001%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63371 98.21%
-# Correctly spam: 17245 43.69%
-# False positives: 1157 1.79%
-# False negatives: 22226 56.31%
-# TCR(l=50): 0.492919 SpamRecall: 43.690% SpamPrec: 93.713%
+# Correctly non-spam: 63673 98.35%
+# Correctly spam: 17433 43.85%
+# False positives: 1071 1.65%
+# False negatives: 22327 56.15%
+# TCR(l=50): 0.524006 SpamRecall: 43.846% SpamPrec: 94.212%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916542&r1=1916541&r2=1916542&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Mar 26 02:51:14 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 514415 62.122% (99.510% of non-spam corpus)
-# Correctly spam: 250932 30.303% (80.654% of spam corpus)
-# False positives: 2535 0.306% (0.490% of nonspam, 116523 weighted)
-# False negatives: 60191 7.269% (19.346% of spam, 112387 weighted)
+# Correctly non-spam: 514429 62.124% (99.512% of non-spam corpus)
+# Correctly spam: 250803 30.288% (80.612% of spam corpus)
+# False positives: 2521 0.304% (0.488% of nonspam, 116119 weighted)
+# False negatives: 60320 7.284% (19.388% of spam, 113040 weighted)
# Average score for spam: 12.4 nonspam: -1.0
-# Average for false-pos: 7.6 false-neg: 1.9
+# Average for false-pos: 7.7 false-neg: 1.9
# TOTAL: 828073 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 64183 99.45%
-# Correctly spam: 31319 80.68%
-# False positives: 355 0.55%
-# False negatives: 7500 19.32%
-# TCR(l=50): 1.537386 SpamRecall: 80.680% SpamPrec: 98.879%
+# Correctly non-spam: 64145 99.39%
+# Correctly spam: 31322 80.69%
+# False positives: 393 0.61%
+# False negatives: 7497 19.31%
+# TCR(l=50): 1.429955 SpamRecall: 80.687% SpamPrec: 98.761%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916542&r1=1916541&r2=1916542&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Mar 26 02:51:14 2024
@@ -1,160 +1,159 @@
-# Using score set 0 logs for revision 1916500 from:
-# ham-ena-week0.r1916500.log ham-ena-week1.r1916500.log ham-ena-week2.r1916500.log ham-ena-week3.r1916500.log ham-giovanni-ham.r1916500.log ham-giovanni-spammy.r1916500.log ham-giovanni-spam.r1916500.log ham-grenier.r1916500.log ham-hege.r1916500.log ham-jhardin.r1916500.log ham-llanga.r1916500.log ham-mmiroslaw-mails-ham.r1916500.log ham-mmiroslaw-mails-spam.r1916500.log ham-spamsponge.r1916500.log ham-tsz-corpus.r1916500.log ham-whyscream.r1916500.log spam-ena-week0.r1916500.log spam-ena-week1.r1916500.log spam-ena-week2.r1916500.log spam-ena-week3.r1916500.log spam-giovanni-ham.r1916500.log spam-giovanni-spammy.r1916500.log spam-giovanni-spam.r1916500.log spam-grenier.r1916500.log spam-hege.r1916500.log spam-jhardin.r1916500.log spam-llanga.r1916500.log spam-mmiroslaw-mails-ham.r1916500.log spam-mmiroslaw-mails-spam.r1916500.log spam-spamsponge.r1916500.log spam-tsz-corpus.r1916500.log spam-whyscream.r1916500.log
+# Using score set 0 logs for revision 1916528 from:
+# ham-ena-week0.r1916528.log ham-ena-week1.r1916528.log ham-ena-week2.r1916528.log ham-ena-week3.r1916528.log ham-giovanni-ham.r1916528.log ham-giovanni-spammy.r1916528.log ham-giovanni-spam.r1916528.log ham-grenier.r1916528.log ham-hege.r1916528.log ham-jhardin.r1916528.log ham-llanga.r1916528.log ham-mmiroslaw-mails-ham.r1916528.log ham-mmiroslaw-mails-spam.r1916528.log ham-spamsponge.r1916528.log ham-tsz-corpus.r1916528.log ham-whyscream.r1916528.log spam-ena-week0.r1916528.log spam-ena-week1.r1916528.log spam-ena-week2.r1916528.log spam-ena-week3.r1916528.log spam-giovanni-ham.r1916528.log spam-giovanni-spammy.r1916528.log spam-giovanni-spam.r1916528.log spam-grenier.r1916528.log spam-hege.r1916528.log spam-jhardin.r1916528.log spam-llanga.r1916528.log spam-mmiroslaw-mails-ham.r1916528.log spam-mmiroslaw-mails-spam.r1916528.log spam-spamsponge.r1916528.log spam-tsz-corpus.r1916528.log spam-whyscream.r1916528.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 0.001
-score ADMITS_SPAM 3.100
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.564
+score AC_POST_EXTRAS 0.001 # force non-zero
+score ADMITS_SPAM 3.099
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.638
-score ADVANCE_FEE_3_NEW_MONEY 0.044
-score ADVANCE_FEE_4_NEW 2.498
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.586
+score ADVANCE_FEE_3_NEW 3.002
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.488
+score ADVANCE_FEE_3_NEW_MONEY 0.039
+score ADVANCE_FEE_4_NEW 1.555
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.767
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.717
-score AD_PREFS 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.498
+score AD_PREFS 0.023
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.299
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 3.000
-score BITCOIN_EXTORT_01 2.103
-score BITCOIN_MALWARE 2.147
-score BITCOIN_ONAN 0.583
-score BITCOIN_PAY_ME 2.399
+score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 1.894
+score BITCOIN_MALWARE 2.624
+score BITCOIN_ONAN 2.999
+score BITCOIN_PAY_ME 2.874
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 1.500
+score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.635
+score BITCOIN_VISTA 1.955
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.758
+score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.279
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 2.600
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.663
-score DEAR_BENEFICIARY 1.802
+score DATE_IN_FUTURE_Q_PLUS 3.599
+score DEAR_BENEFICIARY 1.816
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 0.236
-score FBI_SPOOF 1.287
-score FILL_THIS_FORM 0.478
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 0.714
+score FBI_SPOOF 1.619
+score FILL_THIS_FORM 0.192
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.586
+score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.650
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.442
+score FONT_INVIS_POSTEXTRAS 2.652
+score FORM_FRAUD 0.950
+score FORM_FRAUD_3 0.001 # force non-zero
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_ADDR_WS 0.001
-score FROM_IN_TO_AND_SUBJ 2.200
+score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.590
-score FROM_MISSP_FREEMAIL 3.600
+score FROM_MISSP_EH_MATCH 0.585
+score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_PHISH 0.001 # force non-zero
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.681
+score FROM_MISSP_TO_UNDISC 1.570
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_NTLD_REPLY_FREEMAIL 1.530
+score FROM_NTLD_REPLY_FREEMAIL 1.031
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.400
-score FROM_WSP_TRAIL 1.400
+score FROM_UNBAL2 2.399
+score FROM_WSP_TRAIL 1.403
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.400
-score FUZZY_IMPORTANT 0.686
+score FUZZY_CLICK_HERE 3.399
+score FUZZY_IMPORTANT 2.449
score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.899
-score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.824
-score GB_CUSTOM_HTM_URI 1.034
-score GB_FAKE_RF_SHORT 1.937
+score GB_BITCOIN_CP 2.619
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.941
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.898
-score GOOG_REDIR_NORDNS 2.603
-score GOOG_STO_IMG_HTML 2.500
+score GOOG_MALWARE_DNLD 4.850
+score GOOG_REDIR_NORDNS 2.602
+score GOOG_STO_IMG_HTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.040
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
-score HDR_ORDER_FTSDMCXX_NORDNS 3.482
+score HDRS_MISSP 2.148
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.353
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.311
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 1.000
+score HK_NAME_FM_MR_MRS 1.316
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.376
+score HK_WIN 0.435
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.501
-score HOSTED_IMG_MULTI_PUB_01 3.000
+score HOSTED_IMG_FREEM 1.370
+score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
-score HTML_OFF_PAGE 2.999
+score HTML_OFF_PAGE 3.000
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 0.142
+score HTML_TAG_BALANCE_CENTER 2.399
+score HTML_TEXT_INVISIBLE_FONT 1.900
+score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.800
-score KHOP_HELO_FCRDNS 0.400
-score KHOP_UNSUB_EMAIL 2.599
+score KHOP_HELO_FCRDNS 0.399
+score KHOP_UNSUB_EMAIL 2.699
score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.999
+score LONG_HEX_URI 3.000
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.689
-score LOTS_OF_MONEY 0.010
+score LONG_INVISIBLE_TEXT 1.786
+score LOTS_OF_MONEY 0.009
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.056
-score MALWARE_NORDNS 1.760
+score MALFORMED_FREEMAIL 2.050
+score MALWARE_NORDNS 2.614
score MANY_SUBDOM 3.199
-score MAY_BE_FORGED 1.799
-score MILLION_HUNDRED 0.001
+score MILLION_HUNDRED 0.493
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.999
+score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.999
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_3 2.392
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 2.000
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_41 1.999
+score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.493
+score MSGID_NOFQDN1 0.494
score NA_DOLLARS 0.001
-score NICE_REPLY_A -1.265
+score NICE_REPLY_A -3.828
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
@@ -162,83 +161,86 @@ score NSL_RCVD_HELO_USER 0.0
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.999
+score PDS_BTC_MSGID 0.289
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.294
-score PDS_FROM_NAME_TO_DOMAIN 1.104
-score PDS_HP_HELO_NORDNS 0.773
+score PDS_FRNOM_TODOM_NAKED_TO 0.898
+score PDS_FROM_NAME_TO_DOMAIN 1.078
+score PDS_HP_HELO_NORDNS 0.999
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHP_EVAL 1.499
+score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.241
+score RATWARE_NO_RDNS 0.747
score READY_TO_SHIP 1.250
-score REPTO_419_FRAUD_GM 1.156
-score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 2.254
-score SCC_CANSPAM_1 2.699
-score SCC_CANSPAM_2 2.252
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.754
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score REPTO_419_FRAUD_GM 1.150
+score RISK_FREE 2.599
+score SCC_BOGUS_CTE_1 2.888
+score SCC_CANSPAM_1 2.552
+score SCC_CANSPAM_2 2.251
+score SCC_ISEMM_LID_1B 1.500
+score SCC_SPAMMER_ADDR_2 2.611
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.279
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.846
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.469
+score SHORT_IMG_SUSP_NTLD 0.469
+score SHORT_SHORTNER 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.151
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.420
-score STY_INVIS_DIRECT 2.499
-score SUBJ_ATTENTION 0.500
-score SUSP_UTF8_WORD_COMBO 1.733
+score STATIC_XPRIO_OLE 0.917
+score STY_INVIS_DIRECT 2.500
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_COMBO 1.755
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.017
+score SUSP_UTF8_WORD_MANY 1.544
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.939
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_AD 1.941
+score THIS_IS_ADV_SUSP_NTLD 0.909
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.685
+score TO_NAME_SUBJ_NO_RDNS 2.923
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 0.248
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 1.306
+score TVD_DOLLARS_US 2.599
score TVD_FROM_1 0.999
-score TVD_PH_7 2.899
+score TVD_PH_7 2.999
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.239
-score TVD_SUBJ_NUM_OBFU_MINFP 1.192
+score TVD_SPACE_RATIO_MINFP 0.601
+score TVD_SUBJ_NUM_OBFU_MINFP 2.020
+score UC_GIBBERISH_OBFU 0.331
score UNDISC_FREEM 2.799
score UNDISC_MONEY 2.999
-score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.002
-score URI_PHISH 2.503
+score URI_IMG_CWINDOWSNET 3.136
+score URI_PHISH 2.823
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.602
-score VISTA_COST 0.502
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.580
-score XFER_LOTSA_MONEY 0.001 # force non-zero
+score VFY_ACCT_NORDNS 2.598
+score VISTA_COST 0.500
+score VISTA_TONOM_EQ_TOLOC 2.500
+score WIKI_IMG 2.899
+score WORD_INVIS 1.583
+score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.503
-score XPRIO_SHORT_SUBJ 2.499
+score XPRIO 0.501
+score XPRIO_SHORT_SUBJ 0.488
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.746
+score YOU_INHERIT 2.188
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -254,7 +256,6 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
-score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
@@ -279,7 +280,6 @@ score DOTGOV_IMAGE 1.0
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
-score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
@@ -298,7 +298,6 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -319,7 +318,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -335,12 +333,10 @@ 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_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
-score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -381,7 +377,7 @@ score TARINGANET_IMG_NOT_RCVD_TN 1.0
score TONLINE_FAKE_DKIM 1.000
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
-score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916542&r1=1916541&r2=1916542&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Mar 26 02:51:14 2024
@@ -6,228 +6,228 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.449
+score AC_POST_EXTRAS 0.438
score ADMITS_SPAM 2.999
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.265
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.485
-score ADVANCE_FEE_3_NEW_MONEY 0.754
-score ADVANCE_FEE_4_NEW 0.478
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.504
+score ADVANCE_FEE_3_NEW 3.261
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.257
+score ADVANCE_FEE_3_NEW_MONEY 0.777
+score ADVANCE_FEE_4_NEW 0.472
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.620
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.448
-score AD_PREFS 0.292
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score ADVANCE_FEE_5_NEW_MONEY 1.593
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 2.500
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.200
+score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.685
-score BITCOIN_EXTORT_01 3.571
-score BITCOIN_MALWARE 1.450
-score BITCOIN_ONAN 2.811
-score BITCOIN_PAY_ME 0.213
-score BITCOIN_SPAM_02 0.763
+score BITCOIN_DEADLINE 1.436
+score BITCOIN_EXTORT_01 4.411
+score BITCOIN_MALWARE 2.701
+score BITCOIN_ONAN 0.614
+score BITCOIN_PAY_ME 1.191
+score BITCOIN_SPAM_02 1.461
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.499
-score BITCOIN_SPAM_07 1.235
+score BITCOIN_SPAM_05 0.899
+score BITCOIN_SPAM_07 1.228
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.500
-score BITCOIN_YOUR_INFO 3.000
-score BODY_SINGLE_URI 0.001 # force non-zero
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 1.400
-score BOGUS_MIME_VERSION 0.900
-score BOGUS_MSM_HDRS 0.533
+score BOGUS_MIME_VERSION 0.907
+score BOGUS_MSM_HDRS 1.944
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.256
+score COMPENSATION 0.798
score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 3.599
-score DEAR_BENEFICIARY 1.016
-score DKIMWL_WL_HIGH -0.065
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 1.026
+score DKIMWL_WL_HIGH -0.088
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
-score FBI_MONEY 0.105
-score FBI_SPOOF 1.715
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 0.968
+score FBI_SPOOF 1.364
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.322
-score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_HTML_NOHTML 2.709
+score FONT_INVIS_LONG_LINE 2.808
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.245
-score FONT_INVIS_POSTEXTRAS 2.965
+score FONT_INVIS_POSTEXTRAS 2.973
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.830
-score FORM_FRAUD_3 1.339
+score FORM_FRAUD 0.826
+score FORM_FRAUD_3 2.499
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.250
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 0.001
score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.801
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.807
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.401
+score FROM_MISSP_EH_MATCH 0.428
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.896
+score FROM_MISSP_REPLYTO 0.871
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.001
+score FROM_MISSP_TO_UNDISC 0.030
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.515
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.455
+score FROM_WSP_TRAIL 0.452
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 2.132
+score FUZZY_IMPORTANT 1.917
score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.105
+score GB_BITCOIN_CP 1.752
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.740
+score GB_FAKE_RF_SHORT 1.532
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.880
-score GOOG_MALWARE_DNLD 3.494
+score GB_HASHBL_BTC 4.999
+score GOOG_MALWARE_DNLD 3.497
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.025
+score GOOG_STO_IMG_HTML 2.031
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 0.429
+score HDRS_MISSP 0.433
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.511
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.509
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.139
+score HK_NAME_FM_MR_MRS 1.137
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.001 # force non-zero
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_ENVFROM 0.001
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.013
+score HK_WIN 0.968
score HOSTED_IMG_DIRECT_MX 3.500
-score HOSTED_IMG_FREEM 1.048
-score HOSTED_IMG_MULTI_PUB_01 3.000
+score HOSTED_IMG_FREEM 1.047
+score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.814
-score HTML_OFF_PAGE 2.876
+score HTML_FONT_TINY_NORDNS 0.813
+score HTML_OFF_PAGE 2.083
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.148
-score HTML_TEXT_INVISIBLE_STYLE 0.627
+score HTML_TEXT_INVISIBLE_FONT 1.153
+score HTML_TEXT_INVISIBLE_STYLE 0.624
score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.001
-score KHOP_UNSUB_EMAIL 2.600
+score KHOP_UNSUB_EMAIL 2.599
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.186
-score LONG_HEX_URI 2.149
-score LONG_IMG_URI 0.464
-score LONG_INVISIBLE_TEXT 2.086
-score LOTS_OF_MONEY 0.009
+score LONGLN_LOW_CONTRAST 2.189
+score LONG_HEX_URI 2.155
+score LONG_IMG_URI 0.472
+score LONG_INVISIBLE_TEXT 2.289
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.867
-score MALFORMED_FREEMAIL 2.071
-score MALWARE_NORDNS 1.505
+score LOTTO_DEPT 1.853
+score MALFORMED_FREEMAIL 2.076
+score MALWARE_NORDNS 3.400
score MANY_SUBDOM 3.099
score MILLION_HUNDRED 2.999
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
score MIME_NO_TEXT 1.999
score MIXED_ES 1.999
-score MIXED_HREF_CASE 1.999
+score MIXED_HREF_CASE 2.000
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 2.899
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.039
+score MONEY_FREEMAIL_REPTO 0.188
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.398
-score MSGID_NOFQDN1 2.207
+score MONEY_NOHTML 1.249
+score MSGID_NOFQDN1 2.197
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.507
-score NORDNS_LOW_CONTRAST 0.729
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -2.221
+score NORDNS_LOW_CONTRAST 0.727
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BRAND_SUBJ_NAKED_TO 1.000
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.157
-score PDS_DBL_URL_TNB_RUNON 1.911
+score PDS_BTC_MSGID 0.082
+score PDS_DBL_URL_TNB_RUNON 1.877
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.052
-score PDS_FROM_NAME_TO_DOMAIN 0.946
+score PDS_FRNOM_TODOM_NAKED_TO 0.520
+score PDS_FROM_NAME_TO_DOMAIN 0.478
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score PHP_SCRIPT 2.500
+score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.554
-score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RATWARE_NO_RDNS 2.330
+score RCVD_IN_IADB_COURT -0.001 # force non-zero
+score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 2.974
+score REPTO_419_FRAUD_GM 2.560
score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 3.696
-score SCC_CANSPAM_1 0.289
-score SCC_CANSPAM_2 0.055
+score SCC_BOGUS_CTE_1 3.640
+score SCC_CANSPAM_1 1.637
+score SCC_CANSPAM_2 0.059
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.500
+score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.356
-score SHORT_IMG_SUSP_NTLD 0.499
-score SHORT_SHORTNER 0.001
+score SHORTENER_SHORT_IMG 1.360
+score SHORT_IMG_SUSP_NTLD 0.105
+score SHORT_SHORTNER 0.001 # force non-zero
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score SPOOF_GMAIL_MID 1.500
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 0.870
+score STY_INVIS_DIRECT 0.868
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.772
+score SUSP_UTF8_WORD_COMBO 1.650
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.973
+score SUSP_UTF8_WORD_MANY 1.096
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 2.100
-score THIS_IS_ADV_SUSP_NTLD 0.755
+score THIS_AD 2.099
+score THIS_IS_ADV_SUSP_NTLD 1.126
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.070
+score TO_NAME_SUBJ_NO_RDNS 2.327
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.793
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.001 # force non-zero
-score TO_NO_BRKTS_NORDNS_HTML 1.253
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_DOLLARS_US 1.545
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.262
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_DOLLARS_US 1.553
score TVD_FROM_1 0.999
score TVD_PH_7 2.799
-score TVD_SPACE_ENCODED 2.287
+score TVD_SPACE_ENCODED 2.285
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.899
@@ -235,27 +235,27 @@ score UNICODE_OBFU_ASC 2.4
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
-score URI_GOOG_STO_SPAMMY 3.000
-score URI_IMG_CWINDOWSNET 3.099
-score URI_PHISH 1.214
-score URI_TRY_3LD 2.000
-score URI_WP_DIRINDEX 2.774
+score URI_GOOGLE_PROXY 2.100
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 3.096
+score URI_PHISH 1.217
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 2.310
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.696
-score VISTA_COST 1.498
-score VISTA_TONOM_EQ_TOLOC 0.076
-score WORD_INVIS 1.893
-score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
+score VFY_ACCT_NORDNS 2.605
+score VISTA_COST 1.187
+score VISTA_TONOM_EQ_TOLOC 0.063
+score WORD_INVIS 1.895
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_LIGHT_HEAVY 2.500
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XPRIO 0.001
score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.307
+score YOU_INHERIT 2.170
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916542&r1=1916541&r2=1916542&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Mar 26 02:51:14 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 513813 61.656% (99.412% of non-spam corpus)
-# Correctly spam: 235863 28.303% (74.521% of spam corpus)
-# False positives: 3037 0.364% (0.588% of nonspam, 57987 weighted)
-# False negatives: 80641 9.677% (25.479% of spam, 152243 weighted)
-# Average score for spam: 7.3 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 833354 100.00%
+# Correctly non-spam: 515488 61.527% (99.393% of non-spam corpus)
+# Correctly spam: 237804 28.384% (74.504% of spam corpus)
+# False positives: 3149 0.376% (0.607% of nonspam, 59922 weighted)
+# False negatives: 81379 9.713% (25.496% of spam, 164754 weighted)
+# Average score for spam: 7.4 nonspam: 0.4
+# Average for false-pos: 6.2 false-neg: 2.0
+# TOTAL: 837820 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 64124 99.37%
-# Correctly spam: 29468 74.66%
-# False positives: 404 0.63%
-# False negatives: 10003 25.34%
-# TCR(l=50): 1.306857 SpamRecall: 74.657% SpamPrec: 98.648%
+# Correctly non-spam: 64362 99.41%
+# Correctly spam: 30099 75.70%
+# False positives: 382 0.59%
+# False negatives: 9661 24.30%
+# TCR(l=50): 1.382428 SpamRecall: 75.702% SpamPrec: 98.747%
##### 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: 508099 98.31%
-# Correctly spam: 138398 43.73%
-# False positives: 8751 1.69%
-# False negatives: 178106 56.27%
-# TCR(l=50): 0.514092 SpamRecall: 43.727% SpamPrec: 94.053%
+# Correctly non-spam: 509751 98.29%
+# Correctly spam: 139232 43.62%
+# False positives: 8886 1.71%
+# False negatives: 179951 56.38%
+# TCR(l=50): 0.511306 SpamRecall: 43.621% SpamPrec: 94.001%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63371 98.21%
-# Correctly spam: 17245 43.69%
-# False positives: 1157 1.79%
-# False negatives: 22226 56.31%
-# TCR(l=50): 0.492919 SpamRecall: 43.690% SpamPrec: 93.713%
+# Correctly non-spam: 63673 98.35%
+# Correctly spam: 17433 43.85%
+# False positives: 1071 1.65%
+# False negatives: 22327 56.15%
+# TCR(l=50): 0.524006 SpamRecall: 43.846% SpamPrec: 94.212%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916542&r1=1916541&r2=1916542&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Mar 26 02:51:14 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 514415 62.122% (99.510% of non-spam corpus)
-# Correctly spam: 250932 30.303% (80.654% of spam corpus)
-# False positives: 2535 0.306% (0.490% of nonspam, 116523 weighted)
-# False negatives: 60191 7.269% (19.346% of spam, 112387 weighted)
+# Correctly non-spam: 514429 62.124% (99.512% of non-spam corpus)
+# Correctly spam: 250803 30.288% (80.612% of spam corpus)
+# False positives: 2521 0.304% (0.488% of nonspam, 116119 weighted)
+# False negatives: 60320 7.284% (19.388% of spam, 113040 weighted)
# Average score for spam: 12.4 nonspam: -1.0
-# Average for false-pos: 7.6 false-neg: 1.9
+# Average for false-pos: 7.7 false-neg: 1.9
# TOTAL: 828073 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 64183 99.45%
-# Correctly spam: 31319 80.68%
-# False positives: 355 0.55%
-# False negatives: 7500 19.32%
-# TCR(l=50): 1.537386 SpamRecall: 80.680% SpamPrec: 98.879%
+# Correctly non-spam: 64145 99.39%
+# Correctly spam: 31322 80.69%
+# False positives: 393 0.61%
+# False negatives: 7497 19.31%
+# TCR(l=50): 1.429955 SpamRecall: 80.687% SpamPrec: 98.761%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...