Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916523&r1=1916522&r2=1916523&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Mar 25 02:52:34 2024
@@ -1,5 +1,5 @@
-# Using score set 0 logs for revision 1916481 from:
-# ham-ena-week0.r1916481.log ham-ena-week1.r1916481.log ham-ena-week2.r1916481.log ham-ena-week3.r1916481.log ham-ena-week4.r1916481.log ham-giovanni-ham.r1916481.log ham-giovanni-spammy.r1916481.log ham-giovanni-spam.r1916481.log ham-grenier.r1916481.log ham-hege.r1916481.log ham-jhardin.r1916481.log ham-llanga.r1916481.log ham-mmiroslaw-mails-ham.r1916481.log ham-mmiroslaw-mails-spam.r1916481.log ham-tsz-corpus.r1916481.log ham-whyscream.r1916481.log spam-ena-week0.r1916481.log spam-ena-week1.r1916481.log spam-ena-week2.r1916481.log spam-ena-week3.r1916481.log spam-ena-week4.r1916481.log spam-giovanni-ham.r1916481.log spam-giovanni-spammy.r1916481.log spam-giovanni-spam.r1916481.log spam-grenier.r1916481.log spam-hege.r1916481.log spam-jhardin.r1916481.log spam-llanga.r1916481.log spam-mmiroslaw-mails-ham.r1916481.log spam-mmiroslaw-mails-spam.r1916481.log spam-tsz-corpus.r1916481.log spam-whyscream.r1916481.log
+# 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
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
@@ -8,110 +8,110 @@ score AC_FROM_MANY_DOTS 2.4
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 0.451
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.564
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.399
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.373
-score ADVANCE_FEE_3_NEW_MONEY 0.039
-score ADVANCE_FEE_4_NEW 2.488
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.336
+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_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 0.491
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 2.717
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.500
-score APOSTROPHE_TOCC 1.000
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+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 2.999
-score BITCOIN_EXTORT_01 2.102
-score BITCOIN_MALWARE 2.253
-score BITCOIN_ONAN 1.367
+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 BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_03 2.500
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_09 1.500
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001
+score BITCOIN_VISTA 0.635
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.064
-score BODY_URI_ONLY 3.000
+score BODY_SINGLE_URI 0.758
+score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.978
+score BOGUS_MSM_HDRS 1.279
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.998
-score DEAR_BENEFICIARY 2.752
+score DATE_IN_FUTURE_Q_PLUS 2.663
+score DEAR_BENEFICIARY 1.802
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.260
-score FBI_SPOOF 1.999
-score FILL_THIS_FORM 0.486
+score FBI_MONEY 0.236
+score FBI_SPOOF 1.287
+score FILL_THIS_FORM 0.478
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.274
+score FONT_INVIS_HTML_NOHTML 2.586
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.652
-score FORM_FRAUD 0.949
-score FORM_FRAUD_3 1.973
+score FONT_INVIS_POSTEXTRAS 2.650
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 1.442
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
-score FROM_IN_TO_AND_SUBJ 2.199
+score FROM_IN_TO_AND_SUBJ 2.200
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.200
-score FROM_MISSP_FREEMAIL 3.599
+score FROM_MISSP_EH_MATCH 0.590
+score FROM_MISSP_FREEMAIL 3.600
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.203
+score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.841
+score FROM_MISSP_TO_UNDISC 2.681
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.709
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_UNBAL2 2.399
-score FROM_WSP_TRAIL 1.406
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NTLD_REPLY_FREEMAIL 1.530
+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 FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.499
-score FUZZY_IMPORTANT 0.820
-score FUZZY_PRIVACY 2.700
+score FUZZY_CLICK_HERE 3.400
+score FUZZY_IMPORTANT 0.686
+score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.494
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 4.899
-score GOOG_REDIR_NORDNS 2.502
+score GB_BITCOIN_CP 2.824
+score GB_CUSTOM_HTM_URI 1.034
+score GB_FAKE_RF_SHORT 1.937
+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_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.146
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.039
+score HDRS_MISSP 1.040
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_NORDNS 3.482
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.314
-score HK_NAME_MR_MRS 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_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 0.001
-score HK_WIN 0.999
+score HK_WIN 0.376
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.506
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HOSTED_IMG_FREEM 1.501
+score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
@@ -119,21 +119,23 @@ score HTML_OFF_PAGE 2.9
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 0.498
+score HTML_TEXT_INVISIBLE_STYLE 0.142
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_FAKE_EBAY 0.800
+score KHOP_HELO_FCRDNS 0.400
score KHOP_UNSUB_EMAIL 2.599
score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.153
-score LONG_INVISIBLE_TEXT 1.787
+score LONG_IMG_URI 0.001
+score LONG_INVISIBLE_TEXT 1.689
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.181
-score MALWARE_NORDNS 0.905
+score MALFORMED_FREEMAIL 2.056
+score MALWARE_NORDNS 1.760
score MANY_SUBDOM 3.199
+score MAY_BE_FORGED 1.799
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
@@ -144,99 +146,99 @@ score MONEY_ATM_CARD 0.0
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 2.999
-score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.999
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.496
+score MSGID_NOFQDN1 0.493
score NA_DOLLARS 0.001
-score NICE_REPLY_A -0.766
+score NICE_REPLY_A -1.265
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 1.000
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_MSGID 0.999
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 1.200
-score PDS_FROM_NAME_TO_DOMAIN 1.101
-score PDS_HP_HELO_NORDNS 0.999
-score PDS_PHP_EVAL 1.499
-score PHP_ORIG_SCRIPT_EVAL 2.999
+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 PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.598
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 1.738
-score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 2.710
+score RATWARE_NO_RDNS 2.241
+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 2.253
+score SCC_CANSPAM_2 2.252
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.711
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SCC_SPAMMER_ADDR_2 2.754
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 0.846
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.530
-score SPOOF_GMAIL_MID 1.500
-score STATIC_XPRIO_OLE 0.918
+score SPOOFED_FREEMAIL_NO_RDNS 0.469
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 1.420
score STY_INVIS_DIRECT 2.499
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.742
+score SUBJ_ATTENTION 0.500
+score SUSP_UTF8_WORD_COMBO 1.733
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.609
-score SUSP_UTF8_WORD_SUBJ 2.000
-score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 0.683
+score SUSP_UTF8_WORD_MANY 1.017
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 1.939
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_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_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.269
+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_PCNT 2.499
-score TVD_DOLLARS_US 1.487
+score TVD_DOLLARS_US 1.306
score TVD_FROM_1 0.999
-score TVD_PH_7 2.699
+score TVD_PH_7 2.899
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.008
+score TVD_SPACE_RATIO_MINFP 1.239
+score TVD_SUBJ_NUM_OBFU_MINFP 1.192
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_AZURE_CLOUDAPP 2.999
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
+score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.004
-score URI_PHISH 2.596
+score URI_IMG_CWINDOWSNET 3.002
+score URI_PHISH 2.503
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 2.600
-score VISTA_COST 0.505
+score VFY_ACCT_NORDNS 2.602
+score VISTA_COST 0.502
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.583
-score XFER_LOTSA_MONEY 0.001
+score WORD_INVIS 1.580
+score XFER_LOTSA_MONEY 0.001 # force non-zero
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.501
+score XPRIO 0.503
score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.856
+score YOU_INHERIT 1.746
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -257,7 +259,6 @@ score BITCOIN_BOMB 1.0
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -278,6 +279,7 @@ 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
@@ -296,6 +298,7 @@ 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
@@ -316,6 +319,7 @@ 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
@@ -331,10 +335,12 @@ 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
@@ -379,6 +385,7 @@ score UC_GIBBERISH_OBFU 1.0
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
+score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916523&r1=1916522&r2=1916523&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Mar 25 02:52:34 2024
@@ -1,253 +1,253 @@
# Using score set 1 logs for revision 1916491 from:
# ham-net-ena-week0.r1916491.log ham-net-ena-week1.r1916491.log ham-net-ena-week2.r1916491.log ham-net-ena-week3.r1916491.log ham-net-ena-week4.r1916491.log ham-net-giovanni-ham.r1916491.log ham-net-giovanni-spammy.r1916491.log ham-net-giovanni-spam.r1916491.log ham-net-grenier.r1916491.log ham-net-hege.r1916491.log ham-net-jhardin.r1916491.log ham-net-llanga.r1916491.log ham-net-mmiroslaw-mails-ham.r1916491.log ham-net-mmiroslaw-mails-spam.r1916491.log ham-net-spamsponge.r1916491.log ham-net-tsz-corpus.r1916491.log ham-net-whyscream.r1916491.log spam-net-ena-week0.r1916491.log spam-net-ena-week1.r1916491.log spam-net-ena-week2.r1916491.log spam-net-ena-week3.r1916491.log spam-net-ena-week4.r1916491.log spam-net-giovanni-ham.r1916491.log spam-net-giovanni-spammy.r1916491.log spam-net-giovanni-spam.r1916491.log spam-net-grenier.r1916491.log spam-net-hege.r1916491.log spam-net-jhardin.r1916491.log spam-net-llanga.r1916491.log spam-net-mmiroslaw-mails-ham.r1916491.log spam-net-mmirosla
w-mails-spam.r1916491.log spam-net-spamsponge.r1916491.log spam-net-tsz-corpus.r1916491.log spam-net-whyscream.r1916491.log
-score ACCT_PHISHING_MANY 3.000
+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 0.427
+score AC_POST_EXTRAS 0.449
score ADMITS_SPAM 2.999
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.500
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.266
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.289
-score ADVANCE_FEE_3_NEW_MONEY 0.761
-score ADVANCE_FEE_4_NEW 0.479
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.836
+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_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.390
-score AD_PREFS 0.339
+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 AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.199
+score AXB_X_FF_SEZ_S 3.200
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.461
-score BITCOIN_EXTORT_01 4.190
-score BITCOIN_MALWARE 1.711
-score BITCOIN_ONAN 1.293
-score BITCOIN_PAY_ME 0.265
-score BITCOIN_SPAM_02 0.782
+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_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.222
-score BITCOIN_SPAM_07 1.233
+score BITCOIN_SPAM_05 1.499
+score BITCOIN_SPAM_07 1.235
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.401
-score BOGUS_MIME_VERSION 0.898
-score BOGUS_MSM_HDRS 2.626
+score BITCOIN_XPRIO 2.500
+score BITCOIN_YOUR_INFO 3.000
+score BODY_SINGLE_URI 0.001 # force non-zero
+score BODY_URI_ONLY 1.400
+score BOGUS_MIME_VERSION 0.900
+score BOGUS_MSM_HDRS 0.533
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.499
+score COMPENSATION 1.256
score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 3.599
-score DEAR_BENEFICIARY 1.010
-score DKIMWL_WL_HIGH -0.099
+score DEAR_BENEFICIARY 1.016
+score DKIMWL_WL_HIGH -0.065
score DKIMWL_WL_MED -0.001
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 0.001
-score FBI_SPOOF 1.538
+score FBI_MONEY 0.105
+score FBI_SPOOF 1.715
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.526
-score FONT_INVIS_LONG_LINE 2.666
-score FONT_INVIS_MSGID 2.500
-score FONT_INVIS_NORDNS 0.222
-score FONT_INVIS_POSTEXTRAS 2.974
+score FONT_INVIS_HTML_NOHTML 1.322
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_NORDNS 0.245
+score FONT_INVIS_POSTEXTRAS 2.965
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.829
-score FORM_FRAUD_3 2.164
+score FORM_FRAUD 0.830
+score FORM_FRAUD_3 1.339
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.250
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 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.999
+score FROM_FMBLA_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.801
score FROM_IN_TO_AND_SUBJ 2.199
-score FROM_MISSPACED 0.001 # force non-zero
+score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.430
+score FROM_MISSP_EH_MATCH 0.401
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.867
+score FROM_MISSP_REPLYTO 0.896
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.186
+score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.832
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.449
+score FROM_WSP_TRAIL 0.455
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.400
-score FUZZY_IMPORTANT 2.128
+score FUZZY_CLICK_HERE 3.399
+score FUZZY_IMPORTANT 2.132
score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 1.908
-score GB_CUSTOM_HTM_URI 0.001 # force non-zero
-score GB_FAKE_RF_SHORT 1.395
+score GB_BITCOIN_CP 2.105
+score GB_CUSTOM_HTM_URI 0.001
+score GB_FAKE_RF_SHORT 1.740
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.999
-score GOOG_MALWARE_DNLD 3.497
-score GOOG_REDIR_NORDNS 0.400
-score GOOG_STO_IMG_HTML 2.024
-score GOOG_STO_NOIMG_HTML 3.000
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.029
+score GB_HASHBL_BTC 4.880
+score GOOG_MALWARE_DNLD 3.494
+score GOOG_REDIR_NORDNS 0.001
+score GOOG_STO_IMG_HTML 2.025
+score GOOG_STO_NOIMG_HTML 2.999
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 0.429
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 0.510
+score HELO_NO_DOMAIN 0.511
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.136
+score HK_NAME_FM_MR_MRS 1.139
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.001
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.065
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.059
+score HK_WIN 0.013
+score HOSTED_IMG_DIRECT_MX 3.500
+score HOSTED_IMG_FREEM 1.048
score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.813
-score HTML_OFF_PAGE 2.771
+score HTML_FONT_TINY_NORDNS 0.814
+score HTML_OFF_PAGE 2.876
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.141
-score HTML_TEXT_INVISIBLE_STYLE 0.642
+score HTML_TEXT_INVISIBLE_FONT 1.148
+score HTML_TEXT_INVISIBLE_STYLE 0.627
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.002
-score KHOP_UNSUB_EMAIL 2.599
+score KHOP_HELO_FCRDNS 0.001
+score KHOP_UNSUB_EMAIL 2.600
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.108
-score LONG_HEX_URI 2.143
-score LONG_IMG_URI 0.461
-score LONG_INVISIBLE_TEXT 2.430
-score LOTS_OF_MONEY 0.010
+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 LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.863
-score MALFORMED_FREEMAIL 2.069
-score MALWARE_NORDNS 0.603
+score LOTTO_DEPT 1.867
+score MALFORMED_FREEMAIL 2.071
+score MALWARE_NORDNS 1.505
score MANY_SUBDOM 3.099
-score MILLION_HUNDRED 3.000
+score MILLION_HUNDRED 2.999
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_ES 1.999
-score MIXED_HREF_CASE 2.000
+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 2.899
-score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.001
+score MONEY_FREEMAIL_REPTO 0.039
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.452
-score MSGID_NOFQDN1 2.195
+score MONEY_NOHTML 1.398
+score MSGID_NOFQDN1 2.207
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.996
-score NORDNS_LOW_CONTRAST 0.740
-score NO_FM_NAME_IP_HOSTN 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 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_BTC_ID 0.499
-score PDS_BTC_MSGID 0.958
-score PDS_DBL_URL_TNB_RUNON 1.874
+score PDS_BTC_MSGID 0.157
+score PDS_DBL_URL_TNB_RUNON 1.911
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.190
-score PDS_FROM_NAME_TO_DOMAIN 0.707
+score PDS_FRNOM_TODOM_NAKED_TO 0.052
+score PDS_FROM_NAME_TO_DOMAIN 0.946
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 RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.454
+score RATWARE_NO_RDNS 2.554
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 RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 2.796
+score REPTO_419_FRAUD_GM 2.974
score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 3.734
-score SCC_CANSPAM_1 0.975
-score SCC_CANSPAM_2 0.140
+score SCC_BOGUS_CTE_1 3.696
+score SCC_CANSPAM_1 0.289
+score SCC_CANSPAM_2 0.055
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.499
+score SCC_SPAMMER_ADDR_2 3.500
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.357
-score SHORT_IMG_SUSP_NTLD 0.846
+score SHORTENER_SHORT_IMG 1.356
+score SHORT_IMG_SUSP_NTLD 0.499
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score SPOOF_GMAIL_MID 1.499
+score SPOOF_GMAIL_MID 1.500
score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 0.868
+score STY_INVIS_DIRECT 0.870
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.789
+score SUSP_UTF8_WORD_COMBO 1.772
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.960
+score SUSP_UTF8_WORD_MANY 0.973
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_AD 2.100
+score THIS_IS_ADV_SUSP_NTLD 0.755
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.135
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.070
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
-score TO_NO_BRKTS_NORDNS_HTML 1.222
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 1.550
+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 TVD_FROM_1 0.999
score TVD_PH_7 2.799
-score TVD_SPACE_ENCODED 2.285
+score TVD_SPACE_ENCODED 2.287
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.900
+score UNDISC_MONEY 2.899
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 2.100
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.095
-score URI_PHISH 1.216
-score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.500
+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_WP_HACKED 3.499
score URI_WP_HACKED_2 2.500
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.459
-score VISTA_COST 1.192
-score VISTA_TONOM_EQ_TOLOC 0.075
-score WORD_INVIS 1.898
+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 XM_RANDOM 2.499
@@ -255,7 +255,7 @@ score XM_RECPTID 2.9
score XPRIO 0.001
score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.966
+score YOU_INHERIT 2.307
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=1916523&r1=1916522&r2=1916523&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Mar 25 02:52:34 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 509728 62.604% (99.401% of non-spam corpus)
-# Correctly spam: 222016 27.268% (73.658% of spam corpus)
-# False positives: 3071 0.377% (0.599% of nonspam, 56289 weighted)
-# False negatives: 79398 9.752% (26.342% of spam, 150959 weighted)
+# 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: 814213 100.00%
+# TOTAL: 833354 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63676 99.37%
-# Correctly spam: 27802 73.90%
-# False positives: 401 0.63%
-# False negatives: 9817 26.10%
-# TCR(l=50): 1.259551 SpamRecall: 73.904% SpamPrec: 98.578%
+# 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%
##### 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: 504039 98.29%
-# Correctly spam: 132906 44.09%
-# False positives: 8760 1.71%
-# False negatives: 168508 55.91%
-# TCR(l=50): 0.496966 SpamRecall: 44.094% SpamPrec: 93.816%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62977 98.28%
-# Correctly spam: 16457 43.75%
-# False positives: 1100 1.72%
-# False negatives: 21162 56.25%
-# TCR(l=50): 0.493934 SpamRecall: 43.747% SpamPrec: 93.735%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916523&r1=1916522&r2=1916523&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Mar 25 02:52:34 2024
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 514418 62.122% (99.510% of non-spam corpus)
-# Correctly spam: 250839 30.292% (80.624% of spam corpus)
-# False positives: 2532 0.306% (0.490% of nonspam, 116462 weighted)
-# False negatives: 60284 7.280% (19.376% of spam, 112879 weighted)
+# 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)
# Average score for spam: 12.4 nonspam: -1.0
# Average for false-pos: 7.6 false-neg: 1.9
# TOTAL: 828073 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 64183 99.45%
-# Correctly spam: 31337 80.73%
+# Correctly spam: 31319 80.68%
# False positives: 355 0.55%
-# False negatives: 7482 19.27%
-# TCR(l=50): 1.538483 SpamRecall: 80.726% SpamPrec: 98.880%
+# False negatives: 7500 19.32%
+# TCR(l=50): 1.537386 SpamRecall: 80.680% SpamPrec: 98.879%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916523&r1=1916522&r2=1916523&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Mar 25 02:52:34 2024
@@ -1,5 +1,5 @@
-# Using score set 0 logs for revision 1916481 from:
-# ham-ena-week0.r1916481.log ham-ena-week1.r1916481.log ham-ena-week2.r1916481.log ham-ena-week3.r1916481.log ham-ena-week4.r1916481.log ham-giovanni-ham.r1916481.log ham-giovanni-spammy.r1916481.log ham-giovanni-spam.r1916481.log ham-grenier.r1916481.log ham-hege.r1916481.log ham-jhardin.r1916481.log ham-llanga.r1916481.log ham-mmiroslaw-mails-ham.r1916481.log ham-mmiroslaw-mails-spam.r1916481.log ham-tsz-corpus.r1916481.log ham-whyscream.r1916481.log spam-ena-week0.r1916481.log spam-ena-week1.r1916481.log spam-ena-week2.r1916481.log spam-ena-week3.r1916481.log spam-ena-week4.r1916481.log spam-giovanni-ham.r1916481.log spam-giovanni-spammy.r1916481.log spam-giovanni-spam.r1916481.log spam-grenier.r1916481.log spam-hege.r1916481.log spam-jhardin.r1916481.log spam-llanga.r1916481.log spam-mmiroslaw-mails-ham.r1916481.log spam-mmiroslaw-mails-spam.r1916481.log spam-tsz-corpus.r1916481.log spam-whyscream.r1916481.log
+# 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
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
@@ -8,110 +8,110 @@ score AC_FROM_MANY_DOTS 2.4
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 0.451
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.564
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.399
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.373
-score ADVANCE_FEE_3_NEW_MONEY 0.039
-score ADVANCE_FEE_4_NEW 2.488
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.336
+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_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 0.491
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 2.717
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.500
-score APOSTROPHE_TOCC 1.000
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+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 2.999
-score BITCOIN_EXTORT_01 2.102
-score BITCOIN_MALWARE 2.253
-score BITCOIN_ONAN 1.367
+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 BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_03 2.500
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_09 1.500
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001
+score BITCOIN_VISTA 0.635
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.064
-score BODY_URI_ONLY 3.000
+score BODY_SINGLE_URI 0.758
+score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.978
+score BOGUS_MSM_HDRS 1.279
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.998
-score DEAR_BENEFICIARY 2.752
+score DATE_IN_FUTURE_Q_PLUS 2.663
+score DEAR_BENEFICIARY 1.802
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.260
-score FBI_SPOOF 1.999
-score FILL_THIS_FORM 0.486
+score FBI_MONEY 0.236
+score FBI_SPOOF 1.287
+score FILL_THIS_FORM 0.478
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.274
+score FONT_INVIS_HTML_NOHTML 2.586
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.652
-score FORM_FRAUD 0.949
-score FORM_FRAUD_3 1.973
+score FONT_INVIS_POSTEXTRAS 2.650
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 1.442
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
-score FROM_IN_TO_AND_SUBJ 2.199
+score FROM_IN_TO_AND_SUBJ 2.200
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.200
-score FROM_MISSP_FREEMAIL 3.599
+score FROM_MISSP_EH_MATCH 0.590
+score FROM_MISSP_FREEMAIL 3.600
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.203
+score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.841
+score FROM_MISSP_TO_UNDISC 2.681
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.709
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_UNBAL2 2.399
-score FROM_WSP_TRAIL 1.406
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NTLD_REPLY_FREEMAIL 1.530
+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 FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.499
-score FUZZY_IMPORTANT 0.820
-score FUZZY_PRIVACY 2.700
+score FUZZY_CLICK_HERE 3.400
+score FUZZY_IMPORTANT 0.686
+score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.494
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 4.899
-score GOOG_REDIR_NORDNS 2.502
+score GB_BITCOIN_CP 2.824
+score GB_CUSTOM_HTM_URI 1.034
+score GB_FAKE_RF_SHORT 1.937
+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_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.146
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.039
+score HDRS_MISSP 1.040
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_NORDNS 3.482
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.314
-score HK_NAME_MR_MRS 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_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 0.001
-score HK_WIN 0.999
+score HK_WIN 0.376
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.506
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HOSTED_IMG_FREEM 1.501
+score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
@@ -119,21 +119,23 @@ score HTML_OFF_PAGE 2.9
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 0.498
+score HTML_TEXT_INVISIBLE_STYLE 0.142
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_FAKE_EBAY 0.800
+score KHOP_HELO_FCRDNS 0.400
score KHOP_UNSUB_EMAIL 2.599
score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.153
-score LONG_INVISIBLE_TEXT 1.787
+score LONG_IMG_URI 0.001
+score LONG_INVISIBLE_TEXT 1.689
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.181
-score MALWARE_NORDNS 0.905
+score MALFORMED_FREEMAIL 2.056
+score MALWARE_NORDNS 1.760
score MANY_SUBDOM 3.199
+score MAY_BE_FORGED 1.799
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
@@ -144,99 +146,99 @@ score MONEY_ATM_CARD 0.0
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 2.999
-score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.999
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.496
+score MSGID_NOFQDN1 0.493
score NA_DOLLARS 0.001
-score NICE_REPLY_A -0.766
+score NICE_REPLY_A -1.265
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 1.000
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_MSGID 0.999
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 1.200
-score PDS_FROM_NAME_TO_DOMAIN 1.101
-score PDS_HP_HELO_NORDNS 0.999
-score PDS_PHP_EVAL 1.499
-score PHP_ORIG_SCRIPT_EVAL 2.999
+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 PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.598
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 1.738
-score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 2.710
+score RATWARE_NO_RDNS 2.241
+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 2.253
+score SCC_CANSPAM_2 2.252
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.711
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SCC_SPAMMER_ADDR_2 2.754
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 0.846
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.530
-score SPOOF_GMAIL_MID 1.500
-score STATIC_XPRIO_OLE 0.918
+score SPOOFED_FREEMAIL_NO_RDNS 0.469
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 1.420
score STY_INVIS_DIRECT 2.499
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.742
+score SUBJ_ATTENTION 0.500
+score SUSP_UTF8_WORD_COMBO 1.733
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.609
-score SUSP_UTF8_WORD_SUBJ 2.000
-score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 0.683
+score SUSP_UTF8_WORD_MANY 1.017
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 1.939
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_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_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.269
+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_PCNT 2.499
-score TVD_DOLLARS_US 1.487
+score TVD_DOLLARS_US 1.306
score TVD_FROM_1 0.999
-score TVD_PH_7 2.699
+score TVD_PH_7 2.899
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.008
+score TVD_SPACE_RATIO_MINFP 1.239
+score TVD_SUBJ_NUM_OBFU_MINFP 1.192
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_AZURE_CLOUDAPP 2.999
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
+score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.004
-score URI_PHISH 2.596
+score URI_IMG_CWINDOWSNET 3.002
+score URI_PHISH 2.503
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 2.600
-score VISTA_COST 0.505
+score VFY_ACCT_NORDNS 2.602
+score VISTA_COST 0.502
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.583
-score XFER_LOTSA_MONEY 0.001
+score WORD_INVIS 1.580
+score XFER_LOTSA_MONEY 0.001 # force non-zero
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.501
+score XPRIO 0.503
score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.856
+score YOU_INHERIT 1.746
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -257,7 +259,6 @@ score BITCOIN_BOMB 1.0
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -278,6 +279,7 @@ 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
@@ -296,6 +298,7 @@ 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
@@ -316,6 +319,7 @@ 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
@@ -331,10 +335,12 @@ 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
@@ -379,6 +385,7 @@ score UC_GIBBERISH_OBFU 1.0
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
+score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916523&r1=1916522&r2=1916523&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Mar 25 02:52:34 2024
@@ -1,253 +1,253 @@
# Using score set 1 logs for revision 1916491 from:
# ham-net-ena-week0.r1916491.log ham-net-ena-week1.r1916491.log ham-net-ena-week2.r1916491.log ham-net-ena-week3.r1916491.log ham-net-ena-week4.r1916491.log ham-net-giovanni-ham.r1916491.log ham-net-giovanni-spammy.r1916491.log ham-net-giovanni-spam.r1916491.log ham-net-grenier.r1916491.log ham-net-hege.r1916491.log ham-net-jhardin.r1916491.log ham-net-llanga.r1916491.log ham-net-mmiroslaw-mails-ham.r1916491.log ham-net-mmiroslaw-mails-spam.r1916491.log ham-net-spamsponge.r1916491.log ham-net-tsz-corpus.r1916491.log ham-net-whyscream.r1916491.log spam-net-ena-week0.r1916491.log spam-net-ena-week1.r1916491.log spam-net-ena-week2.r1916491.log spam-net-ena-week3.r1916491.log spam-net-ena-week4.r1916491.log spam-net-giovanni-ham.r1916491.log spam-net-giovanni-spammy.r1916491.log spam-net-giovanni-spam.r1916491.log spam-net-grenier.r1916491.log spam-net-hege.r1916491.log spam-net-jhardin.r1916491.log spam-net-llanga.r1916491.log spam-net-mmiroslaw-mails-ham.r1916491.log spam-net-mmirosla
w-mails-spam.r1916491.log spam-net-spamsponge.r1916491.log spam-net-tsz-corpus.r1916491.log spam-net-whyscream.r1916491.log
-score ACCT_PHISHING_MANY 3.000
+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 0.427
+score AC_POST_EXTRAS 0.449
score ADMITS_SPAM 2.999
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.500
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.266
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.289
-score ADVANCE_FEE_3_NEW_MONEY 0.761
-score ADVANCE_FEE_4_NEW 0.479
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.836
+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_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.390
-score AD_PREFS 0.339
+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 AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.199
+score AXB_X_FF_SEZ_S 3.200
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.461
-score BITCOIN_EXTORT_01 4.190
-score BITCOIN_MALWARE 1.711
-score BITCOIN_ONAN 1.293
-score BITCOIN_PAY_ME 0.265
-score BITCOIN_SPAM_02 0.782
+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_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.222
-score BITCOIN_SPAM_07 1.233
+score BITCOIN_SPAM_05 1.499
+score BITCOIN_SPAM_07 1.235
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.401
-score BOGUS_MIME_VERSION 0.898
-score BOGUS_MSM_HDRS 2.626
+score BITCOIN_XPRIO 2.500
+score BITCOIN_YOUR_INFO 3.000
+score BODY_SINGLE_URI 0.001 # force non-zero
+score BODY_URI_ONLY 1.400
+score BOGUS_MIME_VERSION 0.900
+score BOGUS_MSM_HDRS 0.533
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.499
+score COMPENSATION 1.256
score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 3.599
-score DEAR_BENEFICIARY 1.010
-score DKIMWL_WL_HIGH -0.099
+score DEAR_BENEFICIARY 1.016
+score DKIMWL_WL_HIGH -0.065
score DKIMWL_WL_MED -0.001
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 0.001
-score FBI_SPOOF 1.538
+score FBI_MONEY 0.105
+score FBI_SPOOF 1.715
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.526
-score FONT_INVIS_LONG_LINE 2.666
-score FONT_INVIS_MSGID 2.500
-score FONT_INVIS_NORDNS 0.222
-score FONT_INVIS_POSTEXTRAS 2.974
+score FONT_INVIS_HTML_NOHTML 1.322
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_NORDNS 0.245
+score FONT_INVIS_POSTEXTRAS 2.965
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.829
-score FORM_FRAUD_3 2.164
+score FORM_FRAUD 0.830
+score FORM_FRAUD_3 1.339
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.250
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 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.999
+score FROM_FMBLA_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.801
score FROM_IN_TO_AND_SUBJ 2.199
-score FROM_MISSPACED 0.001 # force non-zero
+score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.430
+score FROM_MISSP_EH_MATCH 0.401
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.867
+score FROM_MISSP_REPLYTO 0.896
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.186
+score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.832
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.449
+score FROM_WSP_TRAIL 0.455
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.400
-score FUZZY_IMPORTANT 2.128
+score FUZZY_CLICK_HERE 3.399
+score FUZZY_IMPORTANT 2.132
score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 1.908
-score GB_CUSTOM_HTM_URI 0.001 # force non-zero
-score GB_FAKE_RF_SHORT 1.395
+score GB_BITCOIN_CP 2.105
+score GB_CUSTOM_HTM_URI 0.001
+score GB_FAKE_RF_SHORT 1.740
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.999
-score GOOG_MALWARE_DNLD 3.497
-score GOOG_REDIR_NORDNS 0.400
-score GOOG_STO_IMG_HTML 2.024
-score GOOG_STO_NOIMG_HTML 3.000
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.029
+score GB_HASHBL_BTC 4.880
+score GOOG_MALWARE_DNLD 3.494
+score GOOG_REDIR_NORDNS 0.001
+score GOOG_STO_IMG_HTML 2.025
+score GOOG_STO_NOIMG_HTML 2.999
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 0.429
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 0.510
+score HELO_NO_DOMAIN 0.511
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.136
+score HK_NAME_FM_MR_MRS 1.139
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.001
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.065
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.059
+score HK_WIN 0.013
+score HOSTED_IMG_DIRECT_MX 3.500
+score HOSTED_IMG_FREEM 1.048
score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.813
-score HTML_OFF_PAGE 2.771
+score HTML_FONT_TINY_NORDNS 0.814
+score HTML_OFF_PAGE 2.876
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.141
-score HTML_TEXT_INVISIBLE_STYLE 0.642
+score HTML_TEXT_INVISIBLE_FONT 1.148
+score HTML_TEXT_INVISIBLE_STYLE 0.627
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.002
-score KHOP_UNSUB_EMAIL 2.599
+score KHOP_HELO_FCRDNS 0.001
+score KHOP_UNSUB_EMAIL 2.600
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.108
-score LONG_HEX_URI 2.143
-score LONG_IMG_URI 0.461
-score LONG_INVISIBLE_TEXT 2.430
-score LOTS_OF_MONEY 0.010
+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 LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.863
-score MALFORMED_FREEMAIL 2.069
-score MALWARE_NORDNS 0.603
+score LOTTO_DEPT 1.867
+score MALFORMED_FREEMAIL 2.071
+score MALWARE_NORDNS 1.505
score MANY_SUBDOM 3.099
-score MILLION_HUNDRED 3.000
+score MILLION_HUNDRED 2.999
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_ES 1.999
-score MIXED_HREF_CASE 2.000
+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 2.899
-score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.001
+score MONEY_FREEMAIL_REPTO 0.039
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.452
-score MSGID_NOFQDN1 2.195
+score MONEY_NOHTML 1.398
+score MSGID_NOFQDN1 2.207
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.996
-score NORDNS_LOW_CONTRAST 0.740
-score NO_FM_NAME_IP_HOSTN 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 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_BTC_ID 0.499
-score PDS_BTC_MSGID 0.958
-score PDS_DBL_URL_TNB_RUNON 1.874
+score PDS_BTC_MSGID 0.157
+score PDS_DBL_URL_TNB_RUNON 1.911
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.190
-score PDS_FROM_NAME_TO_DOMAIN 0.707
+score PDS_FRNOM_TODOM_NAKED_TO 0.052
+score PDS_FROM_NAME_TO_DOMAIN 0.946
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 RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.454
+score RATWARE_NO_RDNS 2.554
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 RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 2.796
+score REPTO_419_FRAUD_GM 2.974
score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 3.734
-score SCC_CANSPAM_1 0.975
-score SCC_CANSPAM_2 0.140
+score SCC_BOGUS_CTE_1 3.696
+score SCC_CANSPAM_1 0.289
+score SCC_CANSPAM_2 0.055
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.499
+score SCC_SPAMMER_ADDR_2 3.500
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.357
-score SHORT_IMG_SUSP_NTLD 0.846
+score SHORTENER_SHORT_IMG 1.356
+score SHORT_IMG_SUSP_NTLD 0.499
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score SPOOF_GMAIL_MID 1.499
+score SPOOF_GMAIL_MID 1.500
score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 0.868
+score STY_INVIS_DIRECT 0.870
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.789
+score SUSP_UTF8_WORD_COMBO 1.772
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.960
+score SUSP_UTF8_WORD_MANY 0.973
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_AD 2.100
+score THIS_IS_ADV_SUSP_NTLD 0.755
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.135
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.070
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
-score TO_NO_BRKTS_NORDNS_HTML 1.222
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 1.550
+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 TVD_FROM_1 0.999
score TVD_PH_7 2.799
-score TVD_SPACE_ENCODED 2.285
+score TVD_SPACE_ENCODED 2.287
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.900
+score UNDISC_MONEY 2.899
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 2.100
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.095
-score URI_PHISH 1.216
-score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.500
+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_WP_HACKED 3.499
score URI_WP_HACKED_2 2.500
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.459
-score VISTA_COST 1.192
-score VISTA_TONOM_EQ_TOLOC 0.075
-score WORD_INVIS 1.898
+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 XM_RANDOM 2.499
@@ -255,7 +255,7 @@ score XM_RECPTID 2.9
score XPRIO 0.001
score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.966
+score YOU_INHERIT 2.307
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=1916523&r1=1916522&r2=1916523&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Mar 25 02:52:34 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 509728 62.604% (99.401% of non-spam corpus)
-# Correctly spam: 222016 27.268% (73.658% of spam corpus)
-# False positives: 3071 0.377% (0.599% of nonspam, 56289 weighted)
-# False negatives: 79398 9.752% (26.342% of spam, 150959 weighted)
+# 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: 814213 100.00%
+# TOTAL: 833354 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63676 99.37%
-# Correctly spam: 27802 73.90%
-# False positives: 401 0.63%
-# False negatives: 9817 26.10%
-# TCR(l=50): 1.259551 SpamRecall: 73.904% SpamPrec: 98.578%
+# 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%
##### 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: 504039 98.29%
-# Correctly spam: 132906 44.09%
-# False positives: 8760 1.71%
-# False negatives: 168508 55.91%
-# TCR(l=50): 0.496966 SpamRecall: 44.094% SpamPrec: 93.816%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62977 98.28%
-# Correctly spam: 16457 43.75%
-# False positives: 1100 1.72%
-# False negatives: 21162 56.25%
-# TCR(l=50): 0.493934 SpamRecall: 43.747% SpamPrec: 93.735%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916523&r1=1916522&r2=1916523&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Mar 25 02:52:34 2024
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 514418 62.122% (99.510% of non-spam corpus)
-# Correctly spam: 250839 30.292% (80.624% of spam corpus)
-# False positives: 2532 0.306% (0.490% of nonspam, 116462 weighted)
-# False negatives: 60284 7.280% (19.376% of spam, 112879 weighted)
+# 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)
# Average score for spam: 12.4 nonspam: -1.0
# Average for false-pos: 7.6 false-neg: 1.9
# TOTAL: 828073 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 64183 99.45%
-# Correctly spam: 31337 80.73%
+# Correctly spam: 31319 80.68%
# False positives: 355 0.55%
-# False negatives: 7482 19.27%
-# TCR(l=50): 1.538483 SpamRecall: 80.726% SpamPrec: 98.880%
+# False negatives: 7500 19.32%
+# TCR(l=50): 1.537386 SpamRecall: 80.680% SpamPrec: 98.879%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...