Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917170&r1=1917169&r2=1917170&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Apr 20 02:54:19 2024
@@ -1,119 +1,120 @@
-# Using score set 0 logs for revision 1917100 from:
-# ham-ena-week0.r1917100.log ham-ena-week1.r1917100.log ham-ena-week2.r1917100.log ham-ena-week3.r1917100.log ham-ena-week4.r1917100.log ham-giovanni-ham.r1917100.log ham-giovanni-spammy.r1917100.log ham-giovanni-spam.r1917100.log ham-grenier.r1917100.log ham-hege.r1917100.log ham-jhardin.r1917100.log ham-llanga.r1917100.log ham-mmiroslaw-mails-ham.r1917100.log ham-mmiroslaw-mails-spam.r1917100.log ham-spamsponge.r1917100.log ham-tsz-corpus.r1917100.log ham-whyscream.r1917100.log spam-ena-week0.r1917100.log spam-ena-week1.r1917100.log spam-ena-week2.r1917100.log spam-ena-week3.r1917100.log spam-ena-week4.r1917100.log spam-giovanni-ham.r1917100.log spam-giovanni-spammy.r1917100.log spam-giovanni-spam.r1917100.log spam-grenier.r1917100.log spam-hege.r1917100.log spam-jhardin.r1917100.log spam-llanga.r1917100.log spam-mmiroslaw-mails-ham.r1917100.log spam-mmiroslaw-mails-spam.r1917100.log spam-spamsponge.r1917100.log spam-tsz-corpus.r1917100.log spam-whyscream.r1917100.log
+# Using score set 0 logs for revision 1917131 from:
+# ham-ena-week0.r1917131.log ham-ena-week1.r1917131.log ham-ena-week2.r1917131.log ham-ena-week3.r1917131.log ham-ena-week4.r1917131.log ham-giovanni-ham.r1917131.log ham-giovanni-spammy.r1917131.log ham-giovanni-spam.r1917131.log ham-grenier.r1917131.log ham-hege.r1917131.log ham-jhardin.r1917131.log ham-llanga.r1917131.log ham-mmiroslaw-mails-ham.r1917131.log ham-mmiroslaw-mails-spam.r1917131.log ham-spamsponge.r1917131.log ham-tsz-corpus.r1917131.log ham-whyscream.r1917131.log spam-ena-week0.r1917131.log spam-ena-week1.r1917131.log spam-ena-week2.r1917131.log spam-ena-week3.r1917131.log spam-ena-week4.r1917131.log spam-giovanni-ham.r1917131.log spam-giovanni-spammy.r1917131.log spam-giovanni-spam.r1917131.log spam-grenier.r1917131.log spam-hege.r1917131.log spam-jhardin.r1917131.log spam-llanga.r1917131.log spam-mmiroslaw-mails-ham.r1917131.log spam-mmiroslaw-mails-spam.r1917131.log spam-spamsponge.r1917131.log spam-tsz-corpus.r1917131.log spam-whyscream.r1917131.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.387
-score ADMITS_SPAM 2.478
+score AC_POST_EXTRAS 0.001
+score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.809
-score ADVANCE_FEE_3_NEW 3.000
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.547
+score ADVANCE_FEE_2_NEW_MONEY 0.813
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY 0.482
score ADVANCE_FEE_4_NEW 2.550
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.380
+score ADVANCE_FEE_5_NEW 2.383
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.954
-score AD_PREFS 0.211
-score AMAZON_IMG_NOT_RCVD_AMZN 2.449
+score ADVANCE_FEE_5_NEW_MONEY 1.985
+score AD_PREFS 0.229
+score AMAZON_IMG_NOT_RCVD_AMZN 2.252
score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
-score BIGNUM_EMAILS_FREEM 1.854
-score BITCOIN_DEADLINE 1.945
-score BITCOIN_EXTORT_01 2.996
+score BIGNUM_EMAILS_FREEM 2.287
+score BITCOIN_DEADLINE 2.875
+score BITCOIN_EXTORT_01 2.009
+score BITCOIN_MALWARE 1.498
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 0.713
+score BITCOIN_ONAN 0.637
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 0.001
-score BITCOIN_SPAM_09 1.500
-score BITCOIN_TOEQFM 2.561
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 2.577
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 2.999
+score BODY_URI_ONLY 2.828
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.812
-score CANT_SEE_AD 0.457
+score BOGUS_MSM_HDRS 0.542
+score CANT_SEE_AD 2.499
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 1.000
-score DEAR_BENEFICIARY 0.792
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 0.848
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 1.789
-score ENCRYPTED_MESSAGE -1.000
+score DYNAMIC_IMGUR 2.480
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.704
-score FBI_SPOOF 1.247
-score FILL_THIS_FORM 0.257
+score FBI_MONEY 0.412
+score FBI_SPOOF 1.418
+score FILL_THIS_FORM 0.172
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.446
-score FONT_INVIS_LONG_LINE 2.976
+score FONT_INVIS_HTML_NOHTML 2.807
+score FONT_INVIS_LONG_LINE 2.316
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.200
-score FORM_FRAUD 0.351
-score FORM_FRAUD_3 2.799
+score FONT_INVIS_POSTEXTRAS 2.638
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 2.699
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.370
+score FROM_ADDR_WS 1.605
score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.544
+score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.653
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_PHISH 0.115
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_REPLY_FREEMAIL 0.773
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.378
-score FROM_WSP_LEAD 2.404
+score FROM_UNBAL1 2.399
+score FROM_WSP_LEAD 2.699
score FROM_WSP_TRAIL 3.099
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.499
+score FUZZY_CLICK_HERE 3.599
score FUZZY_IMPORTANT 2.499
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.161
-score GB_BITCOIN_NH 1.760
-score GB_CUSTOM_HTM_URI 1.287
-score GB_FAKE_RF_SHORT 1.940
+score GB_BITCOIN_CP 2.703
+score GB_BITCOIN_NH 2.766
+score GB_CUSTOM_HTM_URI 1.041
+score GB_FAKE_RF_SHORT 1.937
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_IMG_HTML 2.504
+score GOOG_REDIR_NORDNS 2.601
+score GOOG_STO_IMG_HTML 2.505
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.148
-score HDR_ORDER_FTSDMCXX_DIRECT 1.099
-score HDR_ORDER_FTSDMCXX_NORDNS 0.664
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_DIRECT 1.460
+score HDR_ORDER_FTSDMCXX_NORDNS 0.672
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.741
+score HK_NAME_FM_MR_MRS 0.751
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.118
+score HK_RANDOM_ENVFROM 0.292
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.044
+score HOSTED_IMG_FREEM 2.535
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.491
+score HREF_EMPTY_NORDNS 0.499
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
@@ -121,126 +122,127 @@ score HTML_OFF_PAGE 2.9
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 2.401
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.400
-score KHOP_UNSUB_EMAIL 2.399
-score LIST_PARTIAL_SHORT_MSG 1.298
-score LONGLN_LOW_CONTRAST 2.266
+score HTML_TEXT_INVISIBLE_STYLE 0.042
+score IMG_ONLY_FM_DOM_INFO 2.500
+score KHOP_FAKE_EBAY 0.028
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LONGLN_LOW_CONTRAST 2.462
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.020
+score LONG_IMG_URI 0.151
+score LONG_INVISIBLE_TEXT 1.724
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 2.598
+score MALFORMED_FREEMAIL 2.685
score MANY_SUBDOM 2.599
-score MAY_BE_FORGED 2.099
+score MAY_BE_FORGED 1.999
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001
+score MILLION_USD 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
score MIXED_ES 1.799
-score MIXED_HREF_CASE 1.939
-score MONEY_ATM_CARD 0.001 # force non-zero
+score MIXED_HREF_CASE 1.931
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.361
-score MONEY_FREEMAIL_REPTO 2.491
+score MONEY_FRAUD_8 2.059
+score MONEY_FREEMAIL_REPTO 2.556
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.689
+score MSGID_NOFQDN1 0.001
score NA_DOLLARS 0.001
-score NICE_REPLY_A -4.038
+score NICE_REPLY_A -2.411
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 NSL_RCVD_HELO_USER 1.665
score ODD_FREEM_REPTO 3.000
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.351
-score PDS_FROM_NAME_TO_DOMAIN 1.479
-score PDS_HP_HELO_NORDNS 0.691
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.258
+score PDS_FROM_2_EMAILS 0.645
+score PDS_FROM_NAME_TO_DOMAIN 1.429
+score PDS_HP_HELO_NORDNS 0.897
score PDS_OTHER_BAD_TLD 1.999
-score PHP_SCRIPT 2.500
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.699
-score READY_TO_SHIP 1.249
+score RATWARE_NO_RDNS 2.925
+score READY_TO_SHIP 1.250
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.405
+score REPTO_419_FRAUD_GM 1.398
score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 0.975
-score SCC_CANSPAM_1 2.105
-score SCC_CANSPAM_2 2.251
+score SCC_BOGUS_CTE_1 0.973
+score SCC_CANSPAM_1 2.096
+score SCC_CANSPAM_2 2.249
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.001
+score SHORT_IMG_SUSP_NTLD 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.555
-score SPOOF_GMAIL_MID 1.499
+score SPOOFED_FREEMAIL_NO_RDNS 0.348
+score SPOOF_GMAIL_MID 1.500
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.499
+score SUBJ_ATTENTION 0.500
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.938
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_AD 1.898
+score THIS_IS_ADV_SUSP_NTLD 0.726
score TINY_FLOAT 2.799
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_IMG 2.397
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.412
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 2.750
+score TO_NAME_SUBJ_NO_RDNS 2.995
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.701
+score TO_NO_BRKTS_HTML_IMG 1.685
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.496
+score TO_NO_BRKTS_MSFT 1.148
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.699
-score TVD_PH_7 2.999
+score TVD_PH_7 2.783
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 2.024
-score TVD_SUBJ_NUM_OBFU_MINFP 2.315
+score TVD_SPACE_RATIO_MINFP 1.962
+score TVD_SUBJ_NUM_OBFU_MINFP 0.172
score UNDISC_FREEM 2.999
-score UNDISC_MONEY 3.399
-score UNICODE_OBFU_ASC 2.500
-score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
+score UNDISC_MONEY 3.499
+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 1.899
+score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.199
+score URI_IMG_CWINDOWSNET 3.200
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.400
+score URI_PHISH 2.399
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 3.500
+score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.405
-score VFY_ACCT_NORDNS 2.895
-score VISTA_COST 1.210
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.705
+score VISTA_COST 0.569
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
+score XM_LIGHT_HEAVY 2.500
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XPRIO 0.001
-score XPRIO_VISTA 0.001
+score XPRIO_VISTA 0.001 # force non-zero
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.990
+score YOU_INHERIT 2.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -260,7 +262,6 @@ score BIGNUM_EMAILS_MANY 1.0
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
-score BITCOIN_MALWARE 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -382,6 +383,7 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
+score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1917170&r1=1917169&r2=1917170&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Apr 20 02:54:19 2024
@@ -1,267 +1,266 @@
# Using score set 1 logs for revision 1916951 from:
# ham-net-ena-week0.r1916951.log ham-net-ena-week1.r1916951.log ham-net-ena-week2.r1916951.log ham-net-ena-week3.r1916951.log ham-net-ena-week4.r1916951.log ham-net-giovanni-ham.r1916951.log ham-net-giovanni-spammy.r1916951.log ham-net-giovanni-spam.r1916951.log ham-net-grenier.r1916951.log ham-net-hege.r1916951.log ham-net-jhardin.r1916951.log ham-net-llanga.r1916951.log ham-net-mmiroslaw-mails-ham.r1916951.log ham-net-mmiroslaw-mails-spam.r1916951.log ham-net-spamsponge.r1916951.log ham-net-tsz-corpus.r1916951.log ham-net-whyscream.r1916951.log spam-net-ena-week0.r1916951.log spam-net-ena-week1.r1916951.log spam-net-ena-week2.r1916951.log spam-net-ena-week3.r1916951.log spam-net-ena-week4.r1916951.log spam-net-giovanni-ham.r1916951.log spam-net-giovanni-spammy.r1916951.log spam-net-giovanni-spam.r1916951.log spam-net-grenier.r1916951.log spam-net-hege.r1916951.log spam-net-jhardin.r1916951.log spam-net-llanga.r1916951.log spam-net-mmiroslaw-mails-ham.r1916951.log spam-net-mmirosla
w-mails-spam.r1916951.log spam-net-spamsponge.r1916951.log spam-net-tsz-corpus.r1916951.log spam-net-whyscream.r1916951.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.997
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.445
+score AC_POST_EXTRAS 0.430
score ADMITS_SPAM 3.096
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.491
-score ADVANCE_FEE_3_NEW 1.454
+score ADVANCE_FEE_2_NEW_MONEY 0.009
+score ADVANCE_FEE_3_NEW 1.705
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.914
-score ADVANCE_FEE_4_NEW 2.132
+score ADVANCE_FEE_3_NEW_MONEY 1.929
+score ADVANCE_FEE_4_NEW 2.166
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.204
-score AD_PREFS 0.499
+score ADVANCE_FEE_5_NEW_MONEY 1.133
+score AD_PREFS 0.254
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.998
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.097
-score BIGNUM_EMAILS_FREEM 2.935
-score BITCOIN_DEADLINE 2.275
-score BITCOIN_EXTORT_01 0.119
-score BITCOIN_MALWARE 0.317
+score AXB_X_FF_SEZ_S 3.096
+score BIGNUM_EMAILS_FREEM 2.649
+score BITCOIN_DEADLINE 0.962
+score BITCOIN_EXTORT_01 0.134
+score BITCOIN_MALWARE 2.204
score BITCOIN_OBFU_SUBJ 3.496
-score BITCOIN_ONAN 0.775
-score BITCOIN_PAY_ME 1.460
-score BITCOIN_SPAM_02 0.725
+score BITCOIN_ONAN 1.509
+score BITCOIN_PAY_ME 1.596
+score BITCOIN_SPAM_02 1.155
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 2.301
+score BITCOIN_SPAM_07 2.299
score BITCOIN_SPAM_09 1.498
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 2.854
+score BITCOIN_VISTA 1.497
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.983
+score BITCOIN_YOUR_INFO 2.975
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.169
+score BODY_URI_ONLY 1.185
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 1.702
-score CANT_SEE_AD 0.001
+score BOGUS_MSM_HDRS 2.434
+score CANT_SEE_AD 0.475
score CK_HELO_GENERIC 0.248
-score COMPENSATION 1.498
+score COMPENSATION 0.682
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -2.313
+score DKIMWL_WL_HIGH -1.995
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 3.137
+score DYNAMIC_IMGUR 3.469
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.497
-score FBI_MONEY 0.682
-score FBI_SPOOF 0.001
+score FBI_MONEY 0.334
+score FBI_SPOOF 1.742
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.376
+score FONT_INVIS_HTML_NOHTML 2.386
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.670
-score FONT_INVIS_POSTEXTRAS 2.960
-score FORGED_SPF_HELO 1.343
+score FONT_INVIS_NORDNS 1.667
+score FONT_INVIS_POSTEXTRAS 2.964
+score FORGED_SPF_HELO 1.300
score FORM_FRAUD 0.998
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.737
+score FOUND_YOU 2.417
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM 1.394
+score FROM_ADDR_WS 1.548
+score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.480
+score FROM_GOV_DKIM_AU -0.436
score FROM_GOV_SPOOF 0.998
score FROM_IN_TO_AND_SUBJ 1.997
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 1.390
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.108
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 0.103
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.400
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.397
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.996
-score FSL_BULK_SIG 0.001
+score FROM_WSP_TRAIL 2.896
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.396
-score FUZZY_IMPORTANT 2.397
-score FUZZY_PRIVACY 2.796
-score GB_BITCOIN_CP 2.685
+score FUZZY_IMPORTANT 2.398
+score FUZZY_PRIVACY 2.696
+score GB_BITCOIN_CP 1.042
score GB_BITCOIN_NH 2.996
score GB_CUSTOM_HTM_URI 0.001
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.522
-score GOOG_MALWARE_DNLD 2.543
-score GOOG_REDIR_NORDNS 1.267
-score GOOG_STO_IMG_HTML 2.319
-score GOOG_STO_NOIMG_HTML 2.997
+score GB_HASHBL_BTC 4.568
+score GOOG_MALWARE_DNLD 2.843
+score GOOG_REDIR_NORDNS 1.228
+score GOOG_STO_IMG_HTML 2.320
+score GOOG_STO_NOIMG_HTML 2.996
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 1.005
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.994
score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.838
+score HK_NAME_FM_MR_MRS 0.900
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.202
-score HOSTED_IMG_FREEM 1.049
+score HOSTED_IMG_DIRECT_MX 1.877
+score HOSTED_IMG_FREEM 1.041
score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.998
score HTML_ENTITY_ASCII 2.996
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.997
+score HTML_OFF_PAGE 2.996
score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.945
-score HTML_TEXT_INVISIBLE_FONT 0.052
-score HTML_TEXT_INVISIBLE_STYLE 1.221
+score HTML_TAG_BALANCE_CENTER 2.992
+score HTML_TEXT_INVISIBLE_FONT 0.068
+score HTML_TEXT_INVISIBLE_STYLE 0.722
score IMG_ONLY_FM_DOM_INFO 2.497
score KHOP_HELO_FCRDNS 0.001
score KHOP_UNSUB_EMAIL 2.596
score LIST_PARTIAL_SHORT_MSG 0.001
-score LONG_HEX_URI 2.937
-score LONG_IMG_URI 0.440
-score LONG_INVISIBLE_TEXT 2.271
+score LONG_HEX_URI 2.934
+score LONG_IMG_URI 0.444
+score LONG_INVISIBLE_TEXT 2.268
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 2.954
-score MANY_SUBDOM 2.696
-score MAY_BE_FORGED 0.796
+score MANY_SUBDOM 2.596
+score MAY_BE_FORGED 1.109
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.997
score MIXED_ES 1.897
-score MIXED_HREF_CASE 1.998
+score MIXED_HREF_CASE 1.997
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 3.182
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 3.135
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.389
-score MSGID_NOFQDN1 2.192
+score MONEY_NOHTML 2.464
+score MSGID_NOFQDN1 2.195
score NA_DOLLARS 0.001 # force non-zero
-score NICE_REPLY_A -2.226
+score NICE_REPLY_A -2.457
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 0.175
-score OBFU_TEXT_ATTACH 0.638
-score ODD_FREEM_REPTO 2.489
-score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score NSL_RCVD_HELO_USER 0.095
+score OBFU_TEXT_ATTACH 1.086
+score ODD_FREEM_REPTO 2.501
+score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BRAND_SUBJ_NAKED_TO 0.998
score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.040
-score PDS_DBL_URL_TNB_RUNON 1.674
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.200
-score PDS_FROM_NAME_TO_DOMAIN 0.952
-score PDS_HELO_SPF_FAIL 1.639
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_BTC_MSGID 0.070
+score PDS_DBL_URL_TNB_RUNON 1.667
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.584
+score PDS_FROM_2_EMAILS 2.177
+score PDS_FROM_NAME_TO_DOMAIN 0.605
+score PDS_HELO_SPF_FAIL 1.217
+score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
-score PHP_SCRIPT 2.498
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.223
+score RATWARE_NO_RDNS 1.855
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score READY_TO_SHIP 1.248
score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.123
-score RISK_FREE 1.006
-score SCC_BOGUS_CTE_1 3.356
-score SCC_CANSPAM_1 1.204
-score SCC_CANSPAM_2 1.272
+score REPTO_419_FRAUD_GM 2.206
+score RISK_FREE 2.016
+score SCC_BOGUS_CTE_1 3.347
+score SCC_CANSPAM_1 0.489
+score SCC_CANSPAM_2 1.269
score SCC_ISEMM_LID_1B 1.498
-score SCC_SPAMMER_ADDR_2 2.399
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.357
-score SHORT_IMG_SUSP_NTLD 1.252
-score SHORT_SHORTNER 0.001 # force non-zero
+score SHORTENER_SHORT_IMG 1.326
+score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.472
+score SPOOFED_FREEM_REPTO 2.467
score SPOOF_GMAIL_MID 1.498
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.499
+score SUBJ_ATTENTION 0.498
score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.998
+score SUSP_UTF8_WORD_SUBJ 1.997
score TEQF_USR_POLITE 1.770
-score THIS_AD 1.044
-score THIS_IS_ADV_SUSP_NTLD 0.582
+score THIS_AD 1.043
+score THIS_IS_ADV_SUSP_NTLD 0.936
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.596
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
-score TO_IN_SUBJ 0.098
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.899
+score TO_NO_BRKTS_HTML_IMG 1.888
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.057
+score TO_NO_BRKTS_NORDNS_HTML 1.070
score TO_NO_BRKTS_PCNT 2.497
score TVD_APPROVED 2.696
score TVD_PH_7 2.996
-score TVD_SPACE_ENCODED 2.284
+score TVD_SPACE_ENCODED 2.287
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.691
-score UNDISC_FREEM 2.996
-score UNDISC_MONEY 3.296
-score UNICODE_OBFU_ASC 2.096
+score TVD_SUBJ_NUM_OBFU_MINFP 1.344
+score UNDISC_FREEM 2.896
+score UNDISC_MONEY 3.196
+score UNICODE_OBFU_ASC 2.098
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.497
+score URI_CLOUDFLAREIPFS 2.498
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 2.097
score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.198
+score URI_IMG_CWINDOWSNET 3.197
score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.801
+score URI_PHISH 0.808
score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.099
+score URI_WP_DIRINDEX 2.312
+score URI_WP_HACKED 3.097
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 1.963
-score VISTA_TONOM_EQ_TOLOC 0.078
+score VISTA_COST 2.302
+score VISTA_TONOM_EQ_TOLOC 0.143
score WIKI_IMG 3.096
-score WORD_INVIS 1.888
+score WORD_INVIS 1.892
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 2.498
-score XM_RECPTID 2.391
+score XM_RANDOM 2.497
+score XM_RECPTID 2.394
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.138
+score XPRIO_SHORT_SUBJ 0.497
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 1.020
+score YOU_INHERIT 2.531
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -345,6 +344,7 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917170&r1=1917169&r2=1917170&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Apr 20 02:54:19 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 562999 62.678% (99.460% of non-spam corpus)
-# Correctly spam: 258152 28.740% (77.714% of spam corpus)
-# False positives: 3055 0.340% (0.540% of nonspam, 55320 weighted)
-# False negatives: 74030 8.242% (22.286% of spam, 132684 weighted)
-# Average score for spam: 7.4 nonspam: 0.4
-# Average for false-pos: 6.2 false-neg: 1.8
-# TOTAL: 898236 100.00%
+# Correctly non-spam: 565879 62.718% (99.441% of non-spam corpus)
+# Correctly spam: 257675 28.559% (77.332% of spam corpus)
+# False positives: 3181 0.353% (0.559% of nonspam, 57113 weighted)
+# False negatives: 75531 8.371% (22.668% of spam, 135716 weighted)
+# Average score for spam: 7.2 nonspam: 0.4
+# Average for false-pos: 6.1 false-neg: 1.8
+# TOTAL: 902266 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70221 99.37%
-# Correctly spam: 32132 77.63%
-# False positives: 443 0.63%
-# False negatives: 9261 22.37%
-# TCR(l=50): 1.317787 SpamRecall: 77.627% SpamPrec: 98.640%
+# Correctly non-spam: 70612 99.41%
+# Correctly spam: 32310 77.82%
+# False positives: 419 0.59%
+# False negatives: 9208 22.18%
+# TCR(l=50): 1.376683 SpamRecall: 77.822% SpamPrec: 98.720%
##### 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: 556495 98.31%
-# Correctly spam: 125255 37.71%
-# False positives: 9559 1.69%
-# False negatives: 206927 62.29%
-# TCR(l=50): 0.485024 SpamRecall: 37.707% SpamPrec: 92.909%
+# Correctly non-spam: 559404 98.30%
+# Correctly spam: 123701 37.12%
+# False positives: 9656 1.70%
+# False negatives: 209505 62.88%
+# TCR(l=50): 0.481299 SpamRecall: 37.124% SpamPrec: 92.759%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69491 98.34%
-# Correctly spam: 15691 37.91%
-# False positives: 1173 1.66%
-# False negatives: 25702 62.09%
-# TCR(l=50): 0.490717 SpamRecall: 37.907% SpamPrec: 93.044%
+# Correctly non-spam: 69823 98.30%
+# Correctly spam: 15591 37.55%
+# False positives: 1208 1.70%
+# False negatives: 25927 62.45%
+# TCR(l=50): 0.480939 SpamRecall: 37.552% SpamPrec: 92.809%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917170&r1=1917169&r2=1917170&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Apr 20 02:54:19 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 552101 61.992% (99.577% of non-spam corpus)
-# Correctly spam: 281742 31.635% (83.815% of spam corpus)
-# False positives: 2348 0.264% (0.423% of nonspam, 103358 weighted)
-# False negatives: 54404 6.109% (16.185% of spam, 89962 weighted)
-# Average score for spam: 12.2 nonspam: -1.5
+# Correctly non-spam: 552104 61.993% (99.577% of non-spam corpus)
+# Correctly spam: 281736 31.635% (83.814% of spam corpus)
+# False positives: 2345 0.263% (0.423% of nonspam, 103113 weighted)
+# False negatives: 54409 6.109% (16.186% of spam, 90289 weighted)
+# Average score for spam: 12.1 nonspam: -1.4
# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 890595 100.00%
+# TOTAL: 890594 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 68944 99.55%
-# Correctly spam: 35204 84.01%
-# False positives: 311 0.45%
-# False negatives: 6700 15.99%
-# TCR(l=50): 1.883326 SpamRecall: 84.011% SpamPrec: 99.124%
+# Correctly non-spam: 68945 99.55%
+# Correctly spam: 35155 83.89%
+# False positives: 310 0.45%
+# False negatives: 6749 16.11%
+# TCR(l=50): 1.883410 SpamRecall: 83.894% SpamPrec: 99.126%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 552334 99.62%
-# Correctly spam: 178410 53.08%
+# Correctly spam: 178326 53.05%
# False positives: 2115 0.38%
-# False negatives: 157736 46.92%
-# TCR(l=50): 1.275764 SpamRecall: 53.075% SpamPrec: 98.828%
+# False negatives: 157819 46.95%
+# TCR(l=50): 1.275359 SpamRecall: 53.050% SpamPrec: 98.828%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 69003 99.64%
-# Correctly spam: 22182 52.94%
+# Correctly spam: 22279 53.17%
# False positives: 252 0.36%
-# False negatives: 19722 47.06%
-# TCR(l=50): 1.296454 SpamRecall: 52.935% SpamPrec: 98.877%
+# False negatives: 19625 46.83%
+# TCR(l=50): 1.300357 SpamRecall: 53.167% SpamPrec: 98.882%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917170&r1=1917169&r2=1917170&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Apr 20 02:54:19 2024
@@ -1,119 +1,120 @@
-# Using score set 0 logs for revision 1917100 from:
-# ham-ena-week0.r1917100.log ham-ena-week1.r1917100.log ham-ena-week2.r1917100.log ham-ena-week3.r1917100.log ham-ena-week4.r1917100.log ham-giovanni-ham.r1917100.log ham-giovanni-spammy.r1917100.log ham-giovanni-spam.r1917100.log ham-grenier.r1917100.log ham-hege.r1917100.log ham-jhardin.r1917100.log ham-llanga.r1917100.log ham-mmiroslaw-mails-ham.r1917100.log ham-mmiroslaw-mails-spam.r1917100.log ham-spamsponge.r1917100.log ham-tsz-corpus.r1917100.log ham-whyscream.r1917100.log spam-ena-week0.r1917100.log spam-ena-week1.r1917100.log spam-ena-week2.r1917100.log spam-ena-week3.r1917100.log spam-ena-week4.r1917100.log spam-giovanni-ham.r1917100.log spam-giovanni-spammy.r1917100.log spam-giovanni-spam.r1917100.log spam-grenier.r1917100.log spam-hege.r1917100.log spam-jhardin.r1917100.log spam-llanga.r1917100.log spam-mmiroslaw-mails-ham.r1917100.log spam-mmiroslaw-mails-spam.r1917100.log spam-spamsponge.r1917100.log spam-tsz-corpus.r1917100.log spam-whyscream.r1917100.log
+# Using score set 0 logs for revision 1917131 from:
+# ham-ena-week0.r1917131.log ham-ena-week1.r1917131.log ham-ena-week2.r1917131.log ham-ena-week3.r1917131.log ham-ena-week4.r1917131.log ham-giovanni-ham.r1917131.log ham-giovanni-spammy.r1917131.log ham-giovanni-spam.r1917131.log ham-grenier.r1917131.log ham-hege.r1917131.log ham-jhardin.r1917131.log ham-llanga.r1917131.log ham-mmiroslaw-mails-ham.r1917131.log ham-mmiroslaw-mails-spam.r1917131.log ham-spamsponge.r1917131.log ham-tsz-corpus.r1917131.log ham-whyscream.r1917131.log spam-ena-week0.r1917131.log spam-ena-week1.r1917131.log spam-ena-week2.r1917131.log spam-ena-week3.r1917131.log spam-ena-week4.r1917131.log spam-giovanni-ham.r1917131.log spam-giovanni-spammy.r1917131.log spam-giovanni-spam.r1917131.log spam-grenier.r1917131.log spam-hege.r1917131.log spam-jhardin.r1917131.log spam-llanga.r1917131.log spam-mmiroslaw-mails-ham.r1917131.log spam-mmiroslaw-mails-spam.r1917131.log spam-spamsponge.r1917131.log spam-tsz-corpus.r1917131.log spam-whyscream.r1917131.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.387
-score ADMITS_SPAM 2.478
+score AC_POST_EXTRAS 0.001
+score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.809
-score ADVANCE_FEE_3_NEW 3.000
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.547
+score ADVANCE_FEE_2_NEW_MONEY 0.813
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY 0.482
score ADVANCE_FEE_4_NEW 2.550
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.380
+score ADVANCE_FEE_5_NEW 2.383
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.954
-score AD_PREFS 0.211
-score AMAZON_IMG_NOT_RCVD_AMZN 2.449
+score ADVANCE_FEE_5_NEW_MONEY 1.985
+score AD_PREFS 0.229
+score AMAZON_IMG_NOT_RCVD_AMZN 2.252
score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
-score BIGNUM_EMAILS_FREEM 1.854
-score BITCOIN_DEADLINE 1.945
-score BITCOIN_EXTORT_01 2.996
+score BIGNUM_EMAILS_FREEM 2.287
+score BITCOIN_DEADLINE 2.875
+score BITCOIN_EXTORT_01 2.009
+score BITCOIN_MALWARE 1.498
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 0.713
+score BITCOIN_ONAN 0.637
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 0.001
-score BITCOIN_SPAM_09 1.500
-score BITCOIN_TOEQFM 2.561
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 2.577
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 2.999
+score BODY_URI_ONLY 2.828
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.812
-score CANT_SEE_AD 0.457
+score BOGUS_MSM_HDRS 0.542
+score CANT_SEE_AD 2.499
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 1.000
-score DEAR_BENEFICIARY 0.792
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 0.848
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 1.789
-score ENCRYPTED_MESSAGE -1.000
+score DYNAMIC_IMGUR 2.480
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.704
-score FBI_SPOOF 1.247
-score FILL_THIS_FORM 0.257
+score FBI_MONEY 0.412
+score FBI_SPOOF 1.418
+score FILL_THIS_FORM 0.172
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.446
-score FONT_INVIS_LONG_LINE 2.976
+score FONT_INVIS_HTML_NOHTML 2.807
+score FONT_INVIS_LONG_LINE 2.316
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.200
-score FORM_FRAUD 0.351
-score FORM_FRAUD_3 2.799
+score FONT_INVIS_POSTEXTRAS 2.638
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 2.699
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.370
+score FROM_ADDR_WS 1.605
score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.544
+score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.653
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_PHISH 0.115
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_REPLY_FREEMAIL 0.773
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.378
-score FROM_WSP_LEAD 2.404
+score FROM_UNBAL1 2.399
+score FROM_WSP_LEAD 2.699
score FROM_WSP_TRAIL 3.099
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.499
+score FUZZY_CLICK_HERE 3.599
score FUZZY_IMPORTANT 2.499
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.161
-score GB_BITCOIN_NH 1.760
-score GB_CUSTOM_HTM_URI 1.287
-score GB_FAKE_RF_SHORT 1.940
+score GB_BITCOIN_CP 2.703
+score GB_BITCOIN_NH 2.766
+score GB_CUSTOM_HTM_URI 1.041
+score GB_FAKE_RF_SHORT 1.937
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_IMG_HTML 2.504
+score GOOG_REDIR_NORDNS 2.601
+score GOOG_STO_IMG_HTML 2.505
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.148
-score HDR_ORDER_FTSDMCXX_DIRECT 1.099
-score HDR_ORDER_FTSDMCXX_NORDNS 0.664
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_DIRECT 1.460
+score HDR_ORDER_FTSDMCXX_NORDNS 0.672
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.741
+score HK_NAME_FM_MR_MRS 0.751
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.118
+score HK_RANDOM_ENVFROM 0.292
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.044
+score HOSTED_IMG_FREEM 2.535
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.491
+score HREF_EMPTY_NORDNS 0.499
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
@@ -121,126 +122,127 @@ score HTML_OFF_PAGE 2.9
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 2.401
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.400
-score KHOP_UNSUB_EMAIL 2.399
-score LIST_PARTIAL_SHORT_MSG 1.298
-score LONGLN_LOW_CONTRAST 2.266
+score HTML_TEXT_INVISIBLE_STYLE 0.042
+score IMG_ONLY_FM_DOM_INFO 2.500
+score KHOP_FAKE_EBAY 0.028
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LONGLN_LOW_CONTRAST 2.462
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.020
+score LONG_IMG_URI 0.151
+score LONG_INVISIBLE_TEXT 1.724
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 2.598
+score MALFORMED_FREEMAIL 2.685
score MANY_SUBDOM 2.599
-score MAY_BE_FORGED 2.099
+score MAY_BE_FORGED 1.999
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001
+score MILLION_USD 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
score MIXED_ES 1.799
-score MIXED_HREF_CASE 1.939
-score MONEY_ATM_CARD 0.001 # force non-zero
+score MIXED_HREF_CASE 1.931
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.361
-score MONEY_FREEMAIL_REPTO 2.491
+score MONEY_FRAUD_8 2.059
+score MONEY_FREEMAIL_REPTO 2.556
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.689
+score MSGID_NOFQDN1 0.001
score NA_DOLLARS 0.001
-score NICE_REPLY_A -4.038
+score NICE_REPLY_A -2.411
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 NSL_RCVD_HELO_USER 1.665
score ODD_FREEM_REPTO 3.000
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.351
-score PDS_FROM_NAME_TO_DOMAIN 1.479
-score PDS_HP_HELO_NORDNS 0.691
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.258
+score PDS_FROM_2_EMAILS 0.645
+score PDS_FROM_NAME_TO_DOMAIN 1.429
+score PDS_HP_HELO_NORDNS 0.897
score PDS_OTHER_BAD_TLD 1.999
-score PHP_SCRIPT 2.500
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.699
-score READY_TO_SHIP 1.249
+score RATWARE_NO_RDNS 2.925
+score READY_TO_SHIP 1.250
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.405
+score REPTO_419_FRAUD_GM 1.398
score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 0.975
-score SCC_CANSPAM_1 2.105
-score SCC_CANSPAM_2 2.251
+score SCC_BOGUS_CTE_1 0.973
+score SCC_CANSPAM_1 2.096
+score SCC_CANSPAM_2 2.249
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.001
+score SHORT_IMG_SUSP_NTLD 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.555
-score SPOOF_GMAIL_MID 1.499
+score SPOOFED_FREEMAIL_NO_RDNS 0.348
+score SPOOF_GMAIL_MID 1.500
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.499
+score SUBJ_ATTENTION 0.500
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.938
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_AD 1.898
+score THIS_IS_ADV_SUSP_NTLD 0.726
score TINY_FLOAT 2.799
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_IMG 2.397
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.412
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 2.750
+score TO_NAME_SUBJ_NO_RDNS 2.995
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.701
+score TO_NO_BRKTS_HTML_IMG 1.685
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.496
+score TO_NO_BRKTS_MSFT 1.148
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.699
-score TVD_PH_7 2.999
+score TVD_PH_7 2.783
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 2.024
-score TVD_SUBJ_NUM_OBFU_MINFP 2.315
+score TVD_SPACE_RATIO_MINFP 1.962
+score TVD_SUBJ_NUM_OBFU_MINFP 0.172
score UNDISC_FREEM 2.999
-score UNDISC_MONEY 3.399
-score UNICODE_OBFU_ASC 2.500
-score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
+score UNDISC_MONEY 3.499
+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 1.899
+score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.199
+score URI_IMG_CWINDOWSNET 3.200
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.400
+score URI_PHISH 2.399
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 3.500
+score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.405
-score VFY_ACCT_NORDNS 2.895
-score VISTA_COST 1.210
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.705
+score VISTA_COST 0.569
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
+score XM_LIGHT_HEAVY 2.500
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XPRIO 0.001
-score XPRIO_VISTA 0.001
+score XPRIO_VISTA 0.001 # force non-zero
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.990
+score YOU_INHERIT 2.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -260,7 +262,6 @@ score BIGNUM_EMAILS_MANY 1.0
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
-score BITCOIN_MALWARE 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -382,6 +383,7 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
+score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1917170&r1=1917169&r2=1917170&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Apr 20 02:54:19 2024
@@ -1,267 +1,266 @@
# Using score set 1 logs for revision 1916951 from:
# ham-net-ena-week0.r1916951.log ham-net-ena-week1.r1916951.log ham-net-ena-week2.r1916951.log ham-net-ena-week3.r1916951.log ham-net-ena-week4.r1916951.log ham-net-giovanni-ham.r1916951.log ham-net-giovanni-spammy.r1916951.log ham-net-giovanni-spam.r1916951.log ham-net-grenier.r1916951.log ham-net-hege.r1916951.log ham-net-jhardin.r1916951.log ham-net-llanga.r1916951.log ham-net-mmiroslaw-mails-ham.r1916951.log ham-net-mmiroslaw-mails-spam.r1916951.log ham-net-spamsponge.r1916951.log ham-net-tsz-corpus.r1916951.log ham-net-whyscream.r1916951.log spam-net-ena-week0.r1916951.log spam-net-ena-week1.r1916951.log spam-net-ena-week2.r1916951.log spam-net-ena-week3.r1916951.log spam-net-ena-week4.r1916951.log spam-net-giovanni-ham.r1916951.log spam-net-giovanni-spammy.r1916951.log spam-net-giovanni-spam.r1916951.log spam-net-grenier.r1916951.log spam-net-hege.r1916951.log spam-net-jhardin.r1916951.log spam-net-llanga.r1916951.log spam-net-mmiroslaw-mails-ham.r1916951.log spam-net-mmirosla
w-mails-spam.r1916951.log spam-net-spamsponge.r1916951.log spam-net-tsz-corpus.r1916951.log spam-net-whyscream.r1916951.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.997
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.445
+score AC_POST_EXTRAS 0.430
score ADMITS_SPAM 3.096
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.491
-score ADVANCE_FEE_3_NEW 1.454
+score ADVANCE_FEE_2_NEW_MONEY 0.009
+score ADVANCE_FEE_3_NEW 1.705
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.914
-score ADVANCE_FEE_4_NEW 2.132
+score ADVANCE_FEE_3_NEW_MONEY 1.929
+score ADVANCE_FEE_4_NEW 2.166
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.204
-score AD_PREFS 0.499
+score ADVANCE_FEE_5_NEW_MONEY 1.133
+score AD_PREFS 0.254
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.998
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.097
-score BIGNUM_EMAILS_FREEM 2.935
-score BITCOIN_DEADLINE 2.275
-score BITCOIN_EXTORT_01 0.119
-score BITCOIN_MALWARE 0.317
+score AXB_X_FF_SEZ_S 3.096
+score BIGNUM_EMAILS_FREEM 2.649
+score BITCOIN_DEADLINE 0.962
+score BITCOIN_EXTORT_01 0.134
+score BITCOIN_MALWARE 2.204
score BITCOIN_OBFU_SUBJ 3.496
-score BITCOIN_ONAN 0.775
-score BITCOIN_PAY_ME 1.460
-score BITCOIN_SPAM_02 0.725
+score BITCOIN_ONAN 1.509
+score BITCOIN_PAY_ME 1.596
+score BITCOIN_SPAM_02 1.155
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 2.301
+score BITCOIN_SPAM_07 2.299
score BITCOIN_SPAM_09 1.498
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 2.854
+score BITCOIN_VISTA 1.497
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.983
+score BITCOIN_YOUR_INFO 2.975
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.169
+score BODY_URI_ONLY 1.185
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 1.702
-score CANT_SEE_AD 0.001
+score BOGUS_MSM_HDRS 2.434
+score CANT_SEE_AD 0.475
score CK_HELO_GENERIC 0.248
-score COMPENSATION 1.498
+score COMPENSATION 0.682
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -2.313
+score DKIMWL_WL_HIGH -1.995
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 3.137
+score DYNAMIC_IMGUR 3.469
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.497
-score FBI_MONEY 0.682
-score FBI_SPOOF 0.001
+score FBI_MONEY 0.334
+score FBI_SPOOF 1.742
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.376
+score FONT_INVIS_HTML_NOHTML 2.386
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.670
-score FONT_INVIS_POSTEXTRAS 2.960
-score FORGED_SPF_HELO 1.343
+score FONT_INVIS_NORDNS 1.667
+score FONT_INVIS_POSTEXTRAS 2.964
+score FORGED_SPF_HELO 1.300
score FORM_FRAUD 0.998
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.737
+score FOUND_YOU 2.417
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM 1.394
+score FROM_ADDR_WS 1.548
+score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.480
+score FROM_GOV_DKIM_AU -0.436
score FROM_GOV_SPOOF 0.998
score FROM_IN_TO_AND_SUBJ 1.997
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 1.390
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.108
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 0.103
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.400
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.397
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.996
-score FSL_BULK_SIG 0.001
+score FROM_WSP_TRAIL 2.896
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.396
-score FUZZY_IMPORTANT 2.397
-score FUZZY_PRIVACY 2.796
-score GB_BITCOIN_CP 2.685
+score FUZZY_IMPORTANT 2.398
+score FUZZY_PRIVACY 2.696
+score GB_BITCOIN_CP 1.042
score GB_BITCOIN_NH 2.996
score GB_CUSTOM_HTM_URI 0.001
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.522
-score GOOG_MALWARE_DNLD 2.543
-score GOOG_REDIR_NORDNS 1.267
-score GOOG_STO_IMG_HTML 2.319
-score GOOG_STO_NOIMG_HTML 2.997
+score GB_HASHBL_BTC 4.568
+score GOOG_MALWARE_DNLD 2.843
+score GOOG_REDIR_NORDNS 1.228
+score GOOG_STO_IMG_HTML 2.320
+score GOOG_STO_NOIMG_HTML 2.996
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 1.005
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.994
score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.838
+score HK_NAME_FM_MR_MRS 0.900
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.202
-score HOSTED_IMG_FREEM 1.049
+score HOSTED_IMG_DIRECT_MX 1.877
+score HOSTED_IMG_FREEM 1.041
score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.998
score HTML_ENTITY_ASCII 2.996
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.997
+score HTML_OFF_PAGE 2.996
score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.945
-score HTML_TEXT_INVISIBLE_FONT 0.052
-score HTML_TEXT_INVISIBLE_STYLE 1.221
+score HTML_TAG_BALANCE_CENTER 2.992
+score HTML_TEXT_INVISIBLE_FONT 0.068
+score HTML_TEXT_INVISIBLE_STYLE 0.722
score IMG_ONLY_FM_DOM_INFO 2.497
score KHOP_HELO_FCRDNS 0.001
score KHOP_UNSUB_EMAIL 2.596
score LIST_PARTIAL_SHORT_MSG 0.001
-score LONG_HEX_URI 2.937
-score LONG_IMG_URI 0.440
-score LONG_INVISIBLE_TEXT 2.271
+score LONG_HEX_URI 2.934
+score LONG_IMG_URI 0.444
+score LONG_INVISIBLE_TEXT 2.268
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 2.954
-score MANY_SUBDOM 2.696
-score MAY_BE_FORGED 0.796
+score MANY_SUBDOM 2.596
+score MAY_BE_FORGED 1.109
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.997
score MIXED_ES 1.897
-score MIXED_HREF_CASE 1.998
+score MIXED_HREF_CASE 1.997
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 3.182
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 3.135
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.389
-score MSGID_NOFQDN1 2.192
+score MONEY_NOHTML 2.464
+score MSGID_NOFQDN1 2.195
score NA_DOLLARS 0.001 # force non-zero
-score NICE_REPLY_A -2.226
+score NICE_REPLY_A -2.457
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 0.175
-score OBFU_TEXT_ATTACH 0.638
-score ODD_FREEM_REPTO 2.489
-score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score NSL_RCVD_HELO_USER 0.095
+score OBFU_TEXT_ATTACH 1.086
+score ODD_FREEM_REPTO 2.501
+score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BRAND_SUBJ_NAKED_TO 0.998
score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.040
-score PDS_DBL_URL_TNB_RUNON 1.674
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.200
-score PDS_FROM_NAME_TO_DOMAIN 0.952
-score PDS_HELO_SPF_FAIL 1.639
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_BTC_MSGID 0.070
+score PDS_DBL_URL_TNB_RUNON 1.667
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.584
+score PDS_FROM_2_EMAILS 2.177
+score PDS_FROM_NAME_TO_DOMAIN 0.605
+score PDS_HELO_SPF_FAIL 1.217
+score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
-score PHP_SCRIPT 2.498
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.223
+score RATWARE_NO_RDNS 1.855
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score READY_TO_SHIP 1.248
score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.123
-score RISK_FREE 1.006
-score SCC_BOGUS_CTE_1 3.356
-score SCC_CANSPAM_1 1.204
-score SCC_CANSPAM_2 1.272
+score REPTO_419_FRAUD_GM 2.206
+score RISK_FREE 2.016
+score SCC_BOGUS_CTE_1 3.347
+score SCC_CANSPAM_1 0.489
+score SCC_CANSPAM_2 1.269
score SCC_ISEMM_LID_1B 1.498
-score SCC_SPAMMER_ADDR_2 2.399
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.357
-score SHORT_IMG_SUSP_NTLD 1.252
-score SHORT_SHORTNER 0.001 # force non-zero
+score SHORTENER_SHORT_IMG 1.326
+score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.472
+score SPOOFED_FREEM_REPTO 2.467
score SPOOF_GMAIL_MID 1.498
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.499
+score SUBJ_ATTENTION 0.498
score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.998
+score SUSP_UTF8_WORD_SUBJ 1.997
score TEQF_USR_POLITE 1.770
-score THIS_AD 1.044
-score THIS_IS_ADV_SUSP_NTLD 0.582
+score THIS_AD 1.043
+score THIS_IS_ADV_SUSP_NTLD 0.936
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.596
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
-score TO_IN_SUBJ 0.098
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.899
+score TO_NO_BRKTS_HTML_IMG 1.888
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.057
+score TO_NO_BRKTS_NORDNS_HTML 1.070
score TO_NO_BRKTS_PCNT 2.497
score TVD_APPROVED 2.696
score TVD_PH_7 2.996
-score TVD_SPACE_ENCODED 2.284
+score TVD_SPACE_ENCODED 2.287
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.691
-score UNDISC_FREEM 2.996
-score UNDISC_MONEY 3.296
-score UNICODE_OBFU_ASC 2.096
+score TVD_SUBJ_NUM_OBFU_MINFP 1.344
+score UNDISC_FREEM 2.896
+score UNDISC_MONEY 3.196
+score UNICODE_OBFU_ASC 2.098
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.497
+score URI_CLOUDFLAREIPFS 2.498
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 2.097
score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.198
+score URI_IMG_CWINDOWSNET 3.197
score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.801
+score URI_PHISH 0.808
score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.099
+score URI_WP_DIRINDEX 2.312
+score URI_WP_HACKED 3.097
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 1.963
-score VISTA_TONOM_EQ_TOLOC 0.078
+score VISTA_COST 2.302
+score VISTA_TONOM_EQ_TOLOC 0.143
score WIKI_IMG 3.096
-score WORD_INVIS 1.888
+score WORD_INVIS 1.892
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 2.498
-score XM_RECPTID 2.391
+score XM_RANDOM 2.497
+score XM_RECPTID 2.394
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.138
+score XPRIO_SHORT_SUBJ 0.497
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 1.020
+score YOU_INHERIT 2.531
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -345,6 +344,7 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917170&r1=1917169&r2=1917170&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Apr 20 02:54:19 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 562999 62.678% (99.460% of non-spam corpus)
-# Correctly spam: 258152 28.740% (77.714% of spam corpus)
-# False positives: 3055 0.340% (0.540% of nonspam, 55320 weighted)
-# False negatives: 74030 8.242% (22.286% of spam, 132684 weighted)
-# Average score for spam: 7.4 nonspam: 0.4
-# Average for false-pos: 6.2 false-neg: 1.8
-# TOTAL: 898236 100.00%
+# Correctly non-spam: 565879 62.718% (99.441% of non-spam corpus)
+# Correctly spam: 257675 28.559% (77.332% of spam corpus)
+# False positives: 3181 0.353% (0.559% of nonspam, 57113 weighted)
+# False negatives: 75531 8.371% (22.668% of spam, 135716 weighted)
+# Average score for spam: 7.2 nonspam: 0.4
+# Average for false-pos: 6.1 false-neg: 1.8
+# TOTAL: 902266 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70221 99.37%
-# Correctly spam: 32132 77.63%
-# False positives: 443 0.63%
-# False negatives: 9261 22.37%
-# TCR(l=50): 1.317787 SpamRecall: 77.627% SpamPrec: 98.640%
+# Correctly non-spam: 70612 99.41%
+# Correctly spam: 32310 77.82%
+# False positives: 419 0.59%
+# False negatives: 9208 22.18%
+# TCR(l=50): 1.376683 SpamRecall: 77.822% SpamPrec: 98.720%
##### 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: 556495 98.31%
-# Correctly spam: 125255 37.71%
-# False positives: 9559 1.69%
-# False negatives: 206927 62.29%
-# TCR(l=50): 0.485024 SpamRecall: 37.707% SpamPrec: 92.909%
+# Correctly non-spam: 559404 98.30%
+# Correctly spam: 123701 37.12%
+# False positives: 9656 1.70%
+# False negatives: 209505 62.88%
+# TCR(l=50): 0.481299 SpamRecall: 37.124% SpamPrec: 92.759%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69491 98.34%
-# Correctly spam: 15691 37.91%
-# False positives: 1173 1.66%
-# False negatives: 25702 62.09%
-# TCR(l=50): 0.490717 SpamRecall: 37.907% SpamPrec: 93.044%
+# Correctly non-spam: 69823 98.30%
+# Correctly spam: 15591 37.55%
+# False positives: 1208 1.70%
+# False negatives: 25927 62.45%
+# TCR(l=50): 0.480939 SpamRecall: 37.552% SpamPrec: 92.809%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917170&r1=1917169&r2=1917170&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Apr 20 02:54:19 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 552101 61.992% (99.577% of non-spam corpus)
-# Correctly spam: 281742 31.635% (83.815% of spam corpus)
-# False positives: 2348 0.264% (0.423% of nonspam, 103358 weighted)
-# False negatives: 54404 6.109% (16.185% of spam, 89962 weighted)
-# Average score for spam: 12.2 nonspam: -1.5
+# Correctly non-spam: 552104 61.993% (99.577% of non-spam corpus)
+# Correctly spam: 281736 31.635% (83.814% of spam corpus)
+# False positives: 2345 0.263% (0.423% of nonspam, 103113 weighted)
+# False negatives: 54409 6.109% (16.186% of spam, 90289 weighted)
+# Average score for spam: 12.1 nonspam: -1.4
# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 890595 100.00%
+# TOTAL: 890594 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 68944 99.55%
-# Correctly spam: 35204 84.01%
-# False positives: 311 0.45%
-# False negatives: 6700 15.99%
-# TCR(l=50): 1.883326 SpamRecall: 84.011% SpamPrec: 99.124%
+# Correctly non-spam: 68945 99.55%
+# Correctly spam: 35155 83.89%
+# False positives: 310 0.45%
+# False negatives: 6749 16.11%
+# TCR(l=50): 1.883410 SpamRecall: 83.894% SpamPrec: 99.126%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 552334 99.62%
-# Correctly spam: 178410 53.08%
+# Correctly spam: 178326 53.05%
# False positives: 2115 0.38%
-# False negatives: 157736 46.92%
-# TCR(l=50): 1.275764 SpamRecall: 53.075% SpamPrec: 98.828%
+# False negatives: 157819 46.95%
+# TCR(l=50): 1.275359 SpamRecall: 53.050% SpamPrec: 98.828%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 69003 99.64%
-# Correctly spam: 22182 52.94%
+# Correctly spam: 22279 53.17%
# False positives: 252 0.36%
-# False negatives: 19722 47.06%
-# TCR(l=50): 1.296454 SpamRecall: 52.935% SpamPrec: 98.877%
+# False negatives: 19625 46.83%
+# TCR(l=50): 1.300357 SpamRecall: 53.167% SpamPrec: 98.882%