Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916903&r1=1916902&r2=1916903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Apr 11 02:51:34 2024
@@ -1,7 +1,7 @@
-# Using score set 0 logs for revision 1916881 from:
-# ham-ena-week0.r1916881.log ham-ena-week1.r1916881.log ham-ena-week2.r1916881.log ham-ena-week3.r1916881.log ham-ena-week4.r1916881.log ham-giovanni-ham.r1916881.log ham-giovanni-spammy.r1916881.log ham-giovanni-spam.r1916881.log ham-grenier.r1916881.log ham-hege.r1916881.log ham-jhardin.r1916881.log ham-llanga.r1916881.log ham-mmiroslaw-mails-ham.r1916881.log ham-mmiroslaw-mails-spam.r1916881.log ham-spamsponge.r1916881.log ham-tsz-corpus.r1916881.log ham-whyscream.r1916881.log spam-ena-week0.r1916881.log spam-ena-week1.r1916881.log spam-ena-week2.r1916881.log spam-ena-week3.r1916881.log spam-ena-week4.r1916881.log spam-giovanni-ham.r1916881.log spam-giovanni-spammy.r1916881.log spam-giovanni-spam.r1916881.log spam-grenier.r1916881.log spam-hege.r1916881.log spam-jhardin.r1916881.log spam-llanga.r1916881.log spam-mmiroslaw-mails-ham.r1916881.log spam-mmiroslaw-mails-spam.r1916881.log spam-spamsponge.r1916881.log spam-tsz-corpus.r1916881.log spam-whyscream.r1916881.log
+# Using score set 0 logs for revision 1916894 from:
+# ham-ena-week0.r1916894.log ham-ena-week1.r1916894.log ham-ena-week2.r1916894.log ham-ena-week3.r1916894.log ham-ena-week4.r1916894.log ham-giovanni-ham.r1916894.log ham-giovanni-spammy.r1916894.log ham-giovanni-spam.r1916894.log ham-grenier.r1916894.log ham-hege.r1916894.log ham-jhardin.r1916894.log ham-llanga.r1916894.log ham-mmiroslaw-mails-ham.r1916894.log ham-mmiroslaw-mails-spam.r1916894.log ham-spamsponge.r1916894.log ham-tsz-corpus.r1916894.log ham-whyscream.r1916894.log spam-ena-week0.r1916894.log spam-ena-week1.r1916894.log spam-ena-week2.r1916894.log spam-ena-week3.r1916894.log spam-ena-week4.r1916894.log spam-giovanni-ham.r1916894.log spam-giovanni-spammy.r1916894.log spam-giovanni-spam.r1916894.log spam-grenier.r1916894.log spam-hege.r1916894.log spam-jhardin.r1916894.log spam-llanga.r1916894.log spam-mmiroslaw-mails-ham.r1916894.log spam-mmiroslaw-mails-spam.r1916894.log spam-spamsponge.r1916894.log spam-tsz-corpus.r1916894.log spam-whyscream.r1916894.log
-score ACCT_PHISHING_MANY 2.585
+score ACCT_PHISHING_MANY 2.918
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
@@ -9,118 +9,118 @@ score AC_HTML_NONSENSE_TAGS 1.9
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.199
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.789
-score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_2_NEW_MONEY 1.309
+score ADVANCE_FEE_3_NEW 2.999
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.123
-score ADVANCE_FEE_4_NEW 1.913
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY 0.038
+score ADVANCE_FEE_4_NEW 1.154
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW 2.345
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 2.217
-score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score ADVANCE_FEE_5_NEW_MONEY 2.119
+score AD_PREFS 0.428
+score AMAZON_IMG_NOT_RCVD_AMZN 2.256
score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score AXB_X_FF_SEZ_S 3.299
-score BIGNUM_EMAILS_FREEM 2.135
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_X_FF_SEZ_S 3.199
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.403
-score BITCOIN_MALWARE 2.553
-score BITCOIN_OBFU_SUBJ 2.839
-score BITCOIN_ONAN 0.912
+score BITCOIN_EXTORT_01 1.152
+score BITCOIN_MALWARE 1.725
+score BITCOIN_OBFU_SUBJ 1.111
+score BITCOIN_ONAN 2.897
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 2.100
+score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.000
-score BITCOIN_VISTA 0.001
+score BITCOIN_TOEQFM 0.094
+score BITCOIN_VISTA 1.887
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 3.000
+score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.423
-score CANT_SEE_AD 1.473
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 2.120
+score CANT_SEE_AD 1.407
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.705
-score DEAR_BENEFICIARY 1.001
+score DATE_IN_FUTURE_Q_PLUS 2.978
+score DEAR_BENEFICIARY 0.999
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.408
-score ENCRYPTED_MESSAGE -0.999
+score DYNAMIC_IMGUR 1.870
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.799
-score FBI_SPOOF 0.077
+score FBI_MONEY 0.641
+score FBI_SPOOF 1.857
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.599
+score FONT_INVIS_HTML_NOHTML 2.524
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.651
-score FORM_FRAUD 0.353
+score FONT_INVIS_POSTEXTRAS 2.590
+score FORM_FRAUD 0.154
score FORM_FRAUD_3 2.699
-score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.133
+score FORM_FRAUD_5 0.001 # force non-zero
+score FOUND_YOU 1.805
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 2.252
+score FROM_ADDR_WS 2.251
score FROM_IN_TO_AND_SUBJ 1.899
-score FROM_MISSPACED 0.001
+score FROM_MISSPACED 0.001 # force non-zero
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.587
+score FROM_MISSP_EH_MATCH 0.591
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.986
+score FROM_MISSP_TO_UNDISC 2.399
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.530
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 2.491
-score FROM_WSP_TRAIL 0.232
+score FROM_UNBAL2 2.399
+score FROM_WSP_LEAD 2.406
+score FROM_WSP_TRAIL 0.247
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
-score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 0.696
+score FUZZY_IMPORTANT 2.399
+score FUZZY_PRIVACY 2.699
+score GB_BITCOIN_CP 1.652
score GB_BITCOIN_NH 2.999
-score GB_CUSTOM_HTM_URI 1.038
-score GB_FAKE_RF_SHORT 1.940
+score GB_CUSTOM_HTM_URI 1.034
+score GB_FAKE_RF_SHORT 1.941
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.793
+score GOOG_MALWARE_DNLD 4.999
score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_IMG_HTML 2.501
+score GOOG_STO_IMG_HTML 2.513
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 1.536
+score HDRS_MISSP 2.067
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.750
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.605
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.487
+score HK_NAME_FM_MR_MRS 1.494
score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.001 # force non-zero
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.258
+score HOSTED_IMG_FREEM 1.251
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.613
+score HTML_FONT_TINY_NORDNS 0.430
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.402
+score HTML_TAG_BALANCE_CENTER 2.400
score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
@@ -128,79 +128,78 @@ score KHOP_HELO_FCRDNS 0.3
score KHOP_UNSUB_EMAIL 2.699
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.688
-score LONG_INVISIBLE_TEXT 2.997
-score LOTS_OF_MONEY 0.009
+score LONG_IMG_URI 0.311
+score LONG_INVISIBLE_TEXT 2.996
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.865
-score MALWARE_NORDNS 1.197
-score MANY_SUBDOM 2.899
-score MILLION_HUNDRED 0.164
-score MILLION_USD 0.001
+score LOTTO_DEPT 1.743
+score MALWARE_NORDNS 2.418
+score MANY_SUBDOM 2.799
+score MILLION_HUNDRED 0.489
+score MILLION_USD 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
+score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.465
-score MONEY_FREEMAIL_REPTO 2.914
-score MONEY_FROM_41 1.936
+score MONEY_FRAUD_8 1.940
+score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FROM_41 1.387
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.494
+score MONEY_NOHTML 2.500
+score MSGID_NOFQDN1 0.498
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.416
-score NORDNS_LOW_CONTRAST 1.269
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NICE_REPLY_A -1.096
+score NORDNS_LOW_CONTRAST 1.457
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
+score OBFU_TEXT_ATTACH 0.023
score ODD_FREEM_REPTO 2.999
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 0.001
-score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_BTC_MSGID 0.656
+score PDS_DBL_URL_TNB_RUNON 2.000
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.406
-score PDS_FROM_NAME_TO_DOMAIN 1.908
+score PDS_FRNOM_TODOM_NAKED_TO 0.394
+score PDS_FROM_NAME_TO_DOMAIN 1.577
score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.999
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 2.496
+score RATWARE_NO_RDNS 2.623
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 1.155
-score RISK_FREE 1.170
-score SCC_BOGUS_CTE_1 3.365
-score SCC_CANSPAM_1 1.955
-score SCC_CANSPAM_2 2.250
+score REPTO_419_FRAUD_GM 1.146
+score RISK_FREE 2.399
+score SCC_BOGUS_CTE_1 1.430
+score SCC_CANSPAM_1 1.381
+score SCC_CANSPAM_2 2.251
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.412
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.284
+score SCC_SPAMMER_ADDR_2 2.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.287
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.141
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.106
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.003
-score STY_INVIS_DIRECT 2.040
-score SUBJ_ATTENTION 0.500
+score SHORT_IMG_SUSP_NTLD 0.001
+score SHORT_SHORTNER 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.108
+score SPOOF_GMAIL_MID 1.500
+score STATIC_XPRIO_OLE 0.001
+score STY_INVIS_DIRECT 2.069
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.891
-score THIS_AD 1.899
-score THIS_IS_ADV_SUSP_NTLD 1.270
+score TEQF_USR_POLITE 1.999
+score THIS_AD 2.198
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.101
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.100
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.615
+score TO_NAME_SUBJ_NO_RDNS 2.942
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
@@ -208,39 +207,39 @@ score TO_NO_BRKTS_MSFT 0.0
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_FROM_1 0.999
-score TVD_PH_7 2.999
+score TVD_PH_7 2.898
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.597
-score TVD_SUBJ_NUM_OBFU_MINFP 0.198
+score TVD_SPACE_RATIO_MINFP 1.602
+score TVD_SUBJ_NUM_OBFU_MINFP 2.452
score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.199
-score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ASC 2.500
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.136
+score URI_IMG_CWINDOWSNET 3.131
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.484
+score URI_PHISH 2.826
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 VFY_ACCT_NORDNS 2.826
-score VISTA_COST 0.501
+score URI_WP_HACKED_2 2.092
+score VFY_ACCT_NORDNS 2.679
+score VISTA_COST 1.772
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.200
-score WORD_INVIS 1.582
+score WIKI_IMG 3.199
+score WORD_INVIS 1.581
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 1.886
-score XPRIO_SHORT_SUBJ 0.731
+score XPRIO 0.699
+score XPRIO_SHORT_SUBJ 0.874
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.549
+score YOU_INHERIT 2.137
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -256,6 +255,7 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
+score BIGNUM_EMAILS_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
@@ -302,6 +302,7 @@ score HDRS_LCASE 0.1
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
+score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HREF_EMPTY_PHPMAIL 1.000
@@ -374,7 +375,6 @@ score SYSADMIN 1.0
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916903&r1=1916902&r2=1916903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Apr 11 02:51:34 2024
@@ -1,94 +1,94 @@
# Using score set 1 logs for revision 1916829 from:
# ham-net-ena-week0.r1916829.log ham-net-ena-week1.r1916829.log ham-net-ena-week2.r1916829.log ham-net-ena-week3.r1916829.log ham-net-ena-week4.r1916829.log ham-net-giovanni-ham.r1916829.log ham-net-giovanni-spammy.r1916829.log ham-net-giovanni-spam.r1916829.log ham-net-grenier.r1916829.log ham-net-hege.r1916829.log ham-net-jhardin.r1916829.log ham-net-llanga.r1916829.log ham-net-mmiroslaw-mails-ham.r1916829.log ham-net-mmiroslaw-mails-spam.r1916829.log ham-net-spamsponge.r1916829.log ham-net-tsz-corpus.r1916829.log ham-net-whyscream.r1916829.log spam-net-ena-week0.r1916829.log spam-net-ena-week1.r1916829.log spam-net-ena-week2.r1916829.log spam-net-ena-week3.r1916829.log spam-net-ena-week4.r1916829.log spam-net-giovanni-ham.r1916829.log spam-net-giovanni-spammy.r1916829.log spam-net-giovanni-spam.r1916829.log spam-net-grenier.r1916829.log spam-net-jhardin.r1916829.log spam-net-llanga.r1916829.log spam-net-mmiroslaw-mails-ham.r1916829.log spam-net-mmiroslaw-mails-spam.r1916829.log s
pam-net-spamsponge.r1916829.log spam-net-tsz-corpus.r1916829.log spam-net-whyscream.r1916829.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 2.497
-score AC_HTML_NONSENSE_TAGS 1.998
-score AC_POST_EXTRAS 0.404
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 0.432
score ADMITS_SPAM 3.096
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.898
-score ADVANCE_FEE_2_NEW_MONEY 0.132
-score ADVANCE_FEE_3_NEW 2.518
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.481
+score ADVANCE_FEE_2_NEW_MONEY 0.151
+score ADVANCE_FEE_3_NEW 2.510
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.675
+score ADVANCE_FEE_4_NEW 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.709
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 2.495
-score AMAZON_IMG_NOT_RCVD_AMZN 2.384
-score APOSTROPHE_TOCC 0.998
+score ADVANCE_FEE_5_NEW_MONEY 2.182
+score AMAZON_IMG_NOT_RCVD_AMZN 2.497
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.296
-score BIGNUM_EMAILS_FREEM 1.420
+score BIGNUM_EMAILS_FREEM 1.296
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 0.669
-score BITCOIN_EXTORT_01 0.663
-score BITCOIN_MALWARE 3.338
-score BITCOIN_OBFU_SUBJ 1.472
-score BITCOIN_ONAN 1.318
-score BITCOIN_SPAM_02 1.205
+score BITCOIN_DEADLINE 2.118
+score BITCOIN_EXTORT_01 0.417
+score BITCOIN_MALWARE 2.710
+score BITCOIN_OBFU_SUBJ 1.594
+score BITCOIN_ONAN 0.840
+score BITCOIN_SPAM_02 2.007
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 1.112
+score BITCOIN_SPAM_07 1.126
score BITCOIN_SPAM_09 1.498
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.986
+score BITCOIN_YOUR_INFO 2.984
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.401
+score BODY_URI_ONLY 1.405
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 0.727
-score CANT_SEE_AD 1.107
+score BOGUS_MSM_HDRS 1.488
+score CANT_SEE_AD 1.316
score CK_HELO_GENERIC 0.248
score COMPENSATION 1.498
-score CTE_8BIT_MISMATCH 0.001
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
score DATE_IN_FUTURE_Q_PLUS 3.396
-score DEAR_BENEFICIARY 2.262
-score DKIMWL_WL_HIGH -2.049
+score DEAR_BENEFICIARY 2.284
+score DKIMWL_WL_HIGH -2.490
score DKIMWL_WL_MED -0.001
score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 2.586
+score DYNAMIC_IMGUR 2.998
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.498
-score FBI_MONEY 1.116
-score FBI_SPOOF 0.540
+score END_FUTURE_EMAILS 2.497
+score FBI_MONEY 1.413
+score FBI_SPOOF 1.999
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 2.043
-score FONT_INVIS_HTML_NOHTML 1.291
-score FONT_INVIS_LONG_LINE 2.997
+score FONT_INVIS_DIRECT 3.088
+score FONT_INVIS_HTML_NOHTML 2.066
+score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.671
-score FONT_INVIS_POSTEXTRAS 2.972
+score FONT_INVIS_NORDNS 1.669
+score FONT_INVIS_POSTEXTRAS 2.961
score FORGED_SPF_HELO 2.796
-score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.599
+score FORM_FRAUD 0.001 # force non-zero
+score FORM_FRAUD_3 2.544
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.247
+score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 0.451
+score FROM_ADDR_WS 0.270
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.076
score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 0.254
+score FROM_IN_TO_AND_SUBJ 1.466
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.838
+score FROM_MISSP_DYNIP 0.808
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.062
+score FROM_MISSP_FREEMAIL 0.066
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_TO_UNDISC 2.021
+score FROM_MISSP_TO_UNDISC 1.717
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_NTLD_REPLY_FREEMAIL 0.310
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.631
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.497
@@ -101,24 +101,24 @@ score FSL_NEW_HELO_USER 0.0
score FUZZY_CLICK_HERE 3.496
score FUZZY_PRIVACY 2.696
score FUZZY_SECURITY 2.397
-score GB_BITCOIN_CP 1.355
+score GB_BITCOIN_CP 1.585
score GB_BITCOIN_NH 2.996
-score GB_CUSTOM_HTM_URI 1.296
+score GB_CUSTOM_HTM_URI 1.303
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.605
+score GB_HASHBL_BTC 4.716
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 1.225
+score GOOG_REDIR_NORDNS 1.224
score GOOG_STO_IMG_HTML 2.219
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 3.496
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.455
+score HELO_NO_DOMAIN 0.542
score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.843
+score HK_NAME_FM_MR_MRS 0.838
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
@@ -126,7 +126,7 @@ score HK_RANDOM_REPLYTO 0.9
score HK_SCAM 0.001
score HK_WIN 0.001
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 1.657
+score HOSTED_IMG_FREEM 1.655
score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.998
@@ -134,135 +134,133 @@ score HTML_ENTITY_ASCII 2.9
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 2.996
score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.996
+score HTML_TAG_BALANCE_CENTER 2.997
score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 1.154
+score HTML_TEXT_INVISIBLE_STYLE 1.122
score IMG_ONLY_FM_DOM_INFO 2.497
-score KHOP_HELO_FCRDNS 0.001
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
score KHOP_UNSUB_EMAIL 2.596
-score LIST_PARTIAL_SHORT_MSG 1.171
-score LONG_HEX_URI 2.244
-score LONG_IMG_URI 0.455
-score LONG_INVISIBLE_TEXT 1.824
+score LIST_PARTIAL_SHORT_MSG 1.172
+score LONG_HEX_URI 2.253
+score LONG_IMG_URI 0.461
+score LONG_INVISIBLE_TEXT 1.829
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.978
-score MALWARE_NORDNS 0.887
+score LOTTO_AGENT 1.404
+score LOTTO_DEPT 1.864
+score MALWARE_NORDNS 1.846
score MANY_SUBDOM 2.896
-score MILLION_HUNDRED 1.395
+score MILLION_HUNDRED 1.396
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.997
-score MIXED_ES 1.897
+score MIXED_ES 1.898
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
-score MONEY_FRAUD_8 3.132
+score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_8 2.239
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 0.073
+score MONEY_FROM_41 0.068
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.285
-score MSGID_NOFQDN1 2.224
-score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.441
+score MONEY_NOHTML 1.286
+score MSGID_NOFQDN1 2.223
+score NA_DOLLARS 0.001 # force non-zero
+score NICE_REPLY_A -2.528
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 ODD_FREEM_REPTO 2.244
+score ODD_FREEM_REPTO 2.245
score PDS_BAD_THREAD_QP_64 0.998
score PDS_BRAND_SUBJ_NAKED_TO 0.998
score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.213
-score PDS_DBL_URL_TNB_RUNON 1.114
-score PDS_FRNOM_TODOM_DBL_URL 0.005
-score PDS_FRNOM_TODOM_NAKED_TO 0.424
-score PDS_FROM_NAME_TO_DOMAIN 0.766
+score PDS_BTC_MSGID 0.001
+score PDS_DBL_URL_TNB_RUNON 1.098
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.419
+score PDS_FROM_NAME_TO_DOMAIN 0.776
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.479
+score RATWARE_NO_RDNS 0.466
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_GM 2.254
+score REPTO_419_FRAUD_GM 2.656
score RISK_FREE 2.497
-score SCC_BOGUS_CTE_1 3.571
-score SCC_CANSPAM_1 1.163
-score SCC_CANSPAM_2 0.306
-score SCC_ISEMM_LID_1B 1.499
+score SCC_BOGUS_CTE_1 3.772
+score SCC_CANSPAM_1 1.139
+score SCC_CANSPAM_2 0.295
+score SCC_ISEMM_LID_1B 1.498
score SCC_SPAMMER_ADDR_2 3.296
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.455
-score SHORT_IMG_SUSP_NTLD 1.404
+score SHORTENER_SHORT_IMG 0.666
+score SHORT_IMG_SUSP_NTLD 1.259
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.764
-score STY_INVIS_DIRECT 1.323
+score STATIC_XPRIO_OLE 0.765
+score STY_INVIS_DIRECT 1.405
score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.997
-score TEQF_USR_POLITE 1.771
-score THIS_AD 1.969
-score THIS_IS_ADV_SUSP_NTLD 0.757
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.596
-score TO_EQ_FM_DOM_HTML_ONLY 1.763
+score SUSP_UTF8_WORD_FROM 1.998
+score SUSP_UTF8_WORD_SUBJ 1.998
+score TEQF_USR_POLITE 1.770
+score THIS_AD 1.997
+score THIS_IS_ADV_SUSP_NTLD 0.010
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 2.597
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.311
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.786
+score TO_NAME_SUBJ_NO_RDNS 2.082
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.795
+score TO_NO_BRKTS_HTML_IMG 1.790
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.923
+score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
-score TVD_FROM_1 0.999
+score TVD_FROM_1 0.998
score TVD_PH_7 2.996
score TVD_SPACE_ENCODED 2.497
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.105
+score TVD_SUBJ_NUM_OBFU_MINFP 1.579
score UNDISC_FREEM 2.796
score UNDISC_MONEY 3.096
-score UNICODE_OBFU_ASC 2.497
+score UNICODE_OBFU_ASC 2.498
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.497
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 1.997
score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.188
+score URI_IMG_CWINDOWSNET 3.182
score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.001
+score URI_PHISH 0.420
score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 3.002
+score URI_WP_DIRINDEX 2.017
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 1.030
-score VISTA_TONOM_EQ_TOLOC 0.692
+score VISTA_COST 1.610
+score VISTA_TONOM_EQ_TOLOC 0.708
score WIKI_IMG 3.296
score WORD_INVIS 2.996
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.497
score XM_RANDOM 2.497
-score XM_RECPTID 2.341
-score XPRIO 1.661
-score XPRIO_SHORT_SUBJ 2.079
+score XM_RECPTID 2.342
+score XPRIO 1.660
+score XPRIO_SHORT_SUBJ 2.232
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 0.740
+score YOU_INHERIT 1.060
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -407,7 +405,6 @@ score SYSADMIN 1.0
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916903&r1=1916902&r2=1916903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Apr 11 02:51:34 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 540595 60.718% (99.436% of non-spam corpus)
-# Correctly spam: 268757 30.186% (77.526% of spam corpus)
-# False positives: 3067 0.344% (0.564% of nonspam, 60227 weighted)
-# False negatives: 77912 8.751% (22.474% of spam, 146686 weighted)
-# Average score for spam: 7.6 nonspam: 0.4
-# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 890331 100.00%
+# Correctly non-spam: 542069 60.946% (99.430% of non-spam corpus)
+# Correctly spam: 267375 30.062% (77.671% of spam corpus)
+# False positives: 3109 0.350% (0.570% of nonspam, 59943 weighted)
+# False negatives: 76866 8.642% (22.329% of spam, 143240 weighted)
+# Average score for spam: 7.5 nonspam: 0.5
+# Average for false-pos: 6.1 false-neg: 1.9
+# TOTAL: 889419 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67508 99.42%
-# Correctly spam: 33675 77.95%
-# False positives: 391 0.58%
-# False negatives: 9524 22.05%
-# TCR(l=50): 1.485829 SpamRecall: 77.953% SpamPrec: 98.852%
+# Correctly non-spam: 67693 99.41%
+# Correctly spam: 33484 78.03%
+# False positives: 405 0.59%
+# False negatives: 9425 21.97%
+# TCR(l=50): 1.445965 SpamRecall: 78.035% SpamPrec: 98.805%
##### 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: 534458 98.31%
-# Correctly spam: 138307 39.90%
-# False positives: 9204 1.69%
-# False negatives: 208362 60.10%
-# TCR(l=50): 0.518529 SpamRecall: 39.896% SpamPrec: 93.760%
+# Correctly non-spam: 535943 98.31%
+# Correctly spam: 136621 39.69%
+# False positives: 9235 1.69%
+# False negatives: 207620 60.31%
+# TCR(l=50): 0.514276 SpamRecall: 39.688% SpamPrec: 93.668%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 66721 98.27%
-# Correctly spam: 17043 39.45%
-# False positives: 1178 1.73%
-# False negatives: 26156 60.55%
-# TCR(l=50): 0.507889 SpamRecall: 39.452% SpamPrec: 93.535%
+# Correctly non-spam: 66903 98.25%
+# Correctly spam: 17046 39.73%
+# False positives: 1195 1.75%
+# False negatives: 25863 60.27%
+# TCR(l=50): 0.501197 SpamRecall: 39.726% SpamPrec: 93.449%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916903&r1=1916902&r2=1916903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Apr 11 02:51:34 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 456112 55.894% (99.512% of non-spam corpus)
-# Correctly spam: 300921 36.876% (84.132% of spam corpus)
-# False positives: 2235 0.274% (0.488% of nonspam, 126277 weighted)
-# False negatives: 56758 6.955% (15.868% of spam, 99994 weighted)
-# Average score for spam: 12.6 nonspam: -1.6
-# Average for false-pos: 7.2 false-neg: 1.8
+# Correctly non-spam: 456114 55.895% (99.513% of non-spam corpus)
+# Correctly spam: 300838 36.866% (84.108% of spam corpus)
+# False positives: 2233 0.274% (0.487% of nonspam, 126427 weighted)
+# False negatives: 56841 6.966% (15.892% of spam, 100497 weighted)
+# Average score for spam: 12.8 nonspam: -1.6
+# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 816026 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56864 99.49%
-# Correctly spam: 37576 84.27%
-# False positives: 294 0.51%
-# False negatives: 7012 15.73%
-# TCR(l=50): 2.053611 SpamRecall: 84.274% SpamPrec: 99.224%
+# Correctly non-spam: 56863 99.48%
+# Correctly spam: 37563 84.24%
+# False positives: 295 0.52%
+# False negatives: 7025 15.76%
+# TCR(l=50): 2.047669 SpamRecall: 84.245% SpamPrec: 99.221%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916903&r1=1916902&r2=1916903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Apr 11 02:51:34 2024
@@ -1,7 +1,7 @@
-# Using score set 0 logs for revision 1916881 from:
-# ham-ena-week0.r1916881.log ham-ena-week1.r1916881.log ham-ena-week2.r1916881.log ham-ena-week3.r1916881.log ham-ena-week4.r1916881.log ham-giovanni-ham.r1916881.log ham-giovanni-spammy.r1916881.log ham-giovanni-spam.r1916881.log ham-grenier.r1916881.log ham-hege.r1916881.log ham-jhardin.r1916881.log ham-llanga.r1916881.log ham-mmiroslaw-mails-ham.r1916881.log ham-mmiroslaw-mails-spam.r1916881.log ham-spamsponge.r1916881.log ham-tsz-corpus.r1916881.log ham-whyscream.r1916881.log spam-ena-week0.r1916881.log spam-ena-week1.r1916881.log spam-ena-week2.r1916881.log spam-ena-week3.r1916881.log spam-ena-week4.r1916881.log spam-giovanni-ham.r1916881.log spam-giovanni-spammy.r1916881.log spam-giovanni-spam.r1916881.log spam-grenier.r1916881.log spam-hege.r1916881.log spam-jhardin.r1916881.log spam-llanga.r1916881.log spam-mmiroslaw-mails-ham.r1916881.log spam-mmiroslaw-mails-spam.r1916881.log spam-spamsponge.r1916881.log spam-tsz-corpus.r1916881.log spam-whyscream.r1916881.log
+# Using score set 0 logs for revision 1916894 from:
+# ham-ena-week0.r1916894.log ham-ena-week1.r1916894.log ham-ena-week2.r1916894.log ham-ena-week3.r1916894.log ham-ena-week4.r1916894.log ham-giovanni-ham.r1916894.log ham-giovanni-spammy.r1916894.log ham-giovanni-spam.r1916894.log ham-grenier.r1916894.log ham-hege.r1916894.log ham-jhardin.r1916894.log ham-llanga.r1916894.log ham-mmiroslaw-mails-ham.r1916894.log ham-mmiroslaw-mails-spam.r1916894.log ham-spamsponge.r1916894.log ham-tsz-corpus.r1916894.log ham-whyscream.r1916894.log spam-ena-week0.r1916894.log spam-ena-week1.r1916894.log spam-ena-week2.r1916894.log spam-ena-week3.r1916894.log spam-ena-week4.r1916894.log spam-giovanni-ham.r1916894.log spam-giovanni-spammy.r1916894.log spam-giovanni-spam.r1916894.log spam-grenier.r1916894.log spam-hege.r1916894.log spam-jhardin.r1916894.log spam-llanga.r1916894.log spam-mmiroslaw-mails-ham.r1916894.log spam-mmiroslaw-mails-spam.r1916894.log spam-spamsponge.r1916894.log spam-tsz-corpus.r1916894.log spam-whyscream.r1916894.log
-score ACCT_PHISHING_MANY 2.585
+score ACCT_PHISHING_MANY 2.918
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
@@ -9,118 +9,118 @@ score AC_HTML_NONSENSE_TAGS 1.9
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.199
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.789
-score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_2_NEW_MONEY 1.309
+score ADVANCE_FEE_3_NEW 2.999
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.123
-score ADVANCE_FEE_4_NEW 1.913
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY 0.038
+score ADVANCE_FEE_4_NEW 1.154
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW 2.345
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 2.217
-score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score ADVANCE_FEE_5_NEW_MONEY 2.119
+score AD_PREFS 0.428
+score AMAZON_IMG_NOT_RCVD_AMZN 2.256
score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score AXB_X_FF_SEZ_S 3.299
-score BIGNUM_EMAILS_FREEM 2.135
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_X_FF_SEZ_S 3.199
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.403
-score BITCOIN_MALWARE 2.553
-score BITCOIN_OBFU_SUBJ 2.839
-score BITCOIN_ONAN 0.912
+score BITCOIN_EXTORT_01 1.152
+score BITCOIN_MALWARE 1.725
+score BITCOIN_OBFU_SUBJ 1.111
+score BITCOIN_ONAN 2.897
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 2.100
+score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.000
-score BITCOIN_VISTA 0.001
+score BITCOIN_TOEQFM 0.094
+score BITCOIN_VISTA 1.887
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 3.000
+score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.423
-score CANT_SEE_AD 1.473
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 2.120
+score CANT_SEE_AD 1.407
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.705
-score DEAR_BENEFICIARY 1.001
+score DATE_IN_FUTURE_Q_PLUS 2.978
+score DEAR_BENEFICIARY 0.999
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.408
-score ENCRYPTED_MESSAGE -0.999
+score DYNAMIC_IMGUR 1.870
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.799
-score FBI_SPOOF 0.077
+score FBI_MONEY 0.641
+score FBI_SPOOF 1.857
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.599
+score FONT_INVIS_HTML_NOHTML 2.524
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.651
-score FORM_FRAUD 0.353
+score FONT_INVIS_POSTEXTRAS 2.590
+score FORM_FRAUD 0.154
score FORM_FRAUD_3 2.699
-score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.133
+score FORM_FRAUD_5 0.001 # force non-zero
+score FOUND_YOU 1.805
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 2.252
+score FROM_ADDR_WS 2.251
score FROM_IN_TO_AND_SUBJ 1.899
-score FROM_MISSPACED 0.001
+score FROM_MISSPACED 0.001 # force non-zero
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.587
+score FROM_MISSP_EH_MATCH 0.591
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.986
+score FROM_MISSP_TO_UNDISC 2.399
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.530
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 2.491
-score FROM_WSP_TRAIL 0.232
+score FROM_UNBAL2 2.399
+score FROM_WSP_LEAD 2.406
+score FROM_WSP_TRAIL 0.247
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
-score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 0.696
+score FUZZY_IMPORTANT 2.399
+score FUZZY_PRIVACY 2.699
+score GB_BITCOIN_CP 1.652
score GB_BITCOIN_NH 2.999
-score GB_CUSTOM_HTM_URI 1.038
-score GB_FAKE_RF_SHORT 1.940
+score GB_CUSTOM_HTM_URI 1.034
+score GB_FAKE_RF_SHORT 1.941
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.793
+score GOOG_MALWARE_DNLD 4.999
score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_IMG_HTML 2.501
+score GOOG_STO_IMG_HTML 2.513
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 1.536
+score HDRS_MISSP 2.067
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.750
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.605
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.487
+score HK_NAME_FM_MR_MRS 1.494
score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.001 # force non-zero
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.258
+score HOSTED_IMG_FREEM 1.251
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.613
+score HTML_FONT_TINY_NORDNS 0.430
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.402
+score HTML_TAG_BALANCE_CENTER 2.400
score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
@@ -128,79 +128,78 @@ score KHOP_HELO_FCRDNS 0.3
score KHOP_UNSUB_EMAIL 2.699
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.688
-score LONG_INVISIBLE_TEXT 2.997
-score LOTS_OF_MONEY 0.009
+score LONG_IMG_URI 0.311
+score LONG_INVISIBLE_TEXT 2.996
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.865
-score MALWARE_NORDNS 1.197
-score MANY_SUBDOM 2.899
-score MILLION_HUNDRED 0.164
-score MILLION_USD 0.001
+score LOTTO_DEPT 1.743
+score MALWARE_NORDNS 2.418
+score MANY_SUBDOM 2.799
+score MILLION_HUNDRED 0.489
+score MILLION_USD 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
+score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.465
-score MONEY_FREEMAIL_REPTO 2.914
-score MONEY_FROM_41 1.936
+score MONEY_FRAUD_8 1.940
+score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FROM_41 1.387
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.494
+score MONEY_NOHTML 2.500
+score MSGID_NOFQDN1 0.498
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.416
-score NORDNS_LOW_CONTRAST 1.269
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NICE_REPLY_A -1.096
+score NORDNS_LOW_CONTRAST 1.457
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
+score OBFU_TEXT_ATTACH 0.023
score ODD_FREEM_REPTO 2.999
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 0.001
-score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_BTC_MSGID 0.656
+score PDS_DBL_URL_TNB_RUNON 2.000
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.406
-score PDS_FROM_NAME_TO_DOMAIN 1.908
+score PDS_FRNOM_TODOM_NAKED_TO 0.394
+score PDS_FROM_NAME_TO_DOMAIN 1.577
score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.999
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 2.496
+score RATWARE_NO_RDNS 2.623
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 1.155
-score RISK_FREE 1.170
-score SCC_BOGUS_CTE_1 3.365
-score SCC_CANSPAM_1 1.955
-score SCC_CANSPAM_2 2.250
+score REPTO_419_FRAUD_GM 1.146
+score RISK_FREE 2.399
+score SCC_BOGUS_CTE_1 1.430
+score SCC_CANSPAM_1 1.381
+score SCC_CANSPAM_2 2.251
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.412
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.284
+score SCC_SPAMMER_ADDR_2 2.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.287
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.141
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.106
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.003
-score STY_INVIS_DIRECT 2.040
-score SUBJ_ATTENTION 0.500
+score SHORT_IMG_SUSP_NTLD 0.001
+score SHORT_SHORTNER 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.108
+score SPOOF_GMAIL_MID 1.500
+score STATIC_XPRIO_OLE 0.001
+score STY_INVIS_DIRECT 2.069
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.891
-score THIS_AD 1.899
-score THIS_IS_ADV_SUSP_NTLD 1.270
+score TEQF_USR_POLITE 1.999
+score THIS_AD 2.198
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.101
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.100
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.615
+score TO_NAME_SUBJ_NO_RDNS 2.942
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
@@ -208,39 +207,39 @@ score TO_NO_BRKTS_MSFT 0.0
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_FROM_1 0.999
-score TVD_PH_7 2.999
+score TVD_PH_7 2.898
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.597
-score TVD_SUBJ_NUM_OBFU_MINFP 0.198
+score TVD_SPACE_RATIO_MINFP 1.602
+score TVD_SUBJ_NUM_OBFU_MINFP 2.452
score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.199
-score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ASC 2.500
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.136
+score URI_IMG_CWINDOWSNET 3.131
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.484
+score URI_PHISH 2.826
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 VFY_ACCT_NORDNS 2.826
-score VISTA_COST 0.501
+score URI_WP_HACKED_2 2.092
+score VFY_ACCT_NORDNS 2.679
+score VISTA_COST 1.772
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.200
-score WORD_INVIS 1.582
+score WIKI_IMG 3.199
+score WORD_INVIS 1.581
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 1.886
-score XPRIO_SHORT_SUBJ 0.731
+score XPRIO 0.699
+score XPRIO_SHORT_SUBJ 0.874
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.549
+score YOU_INHERIT 2.137
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -256,6 +255,7 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
+score BIGNUM_EMAILS_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
@@ -302,6 +302,7 @@ score HDRS_LCASE 0.1
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
+score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HREF_EMPTY_PHPMAIL 1.000
@@ -374,7 +375,6 @@ score SYSADMIN 1.0
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916903&r1=1916902&r2=1916903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Apr 11 02:51:34 2024
@@ -1,94 +1,94 @@
# Using score set 1 logs for revision 1916829 from:
# ham-net-ena-week0.r1916829.log ham-net-ena-week1.r1916829.log ham-net-ena-week2.r1916829.log ham-net-ena-week3.r1916829.log ham-net-ena-week4.r1916829.log ham-net-giovanni-ham.r1916829.log ham-net-giovanni-spammy.r1916829.log ham-net-giovanni-spam.r1916829.log ham-net-grenier.r1916829.log ham-net-hege.r1916829.log ham-net-jhardin.r1916829.log ham-net-llanga.r1916829.log ham-net-mmiroslaw-mails-ham.r1916829.log ham-net-mmiroslaw-mails-spam.r1916829.log ham-net-spamsponge.r1916829.log ham-net-tsz-corpus.r1916829.log ham-net-whyscream.r1916829.log spam-net-ena-week0.r1916829.log spam-net-ena-week1.r1916829.log spam-net-ena-week2.r1916829.log spam-net-ena-week3.r1916829.log spam-net-ena-week4.r1916829.log spam-net-giovanni-ham.r1916829.log spam-net-giovanni-spammy.r1916829.log spam-net-giovanni-spam.r1916829.log spam-net-grenier.r1916829.log spam-net-jhardin.r1916829.log spam-net-llanga.r1916829.log spam-net-mmiroslaw-mails-ham.r1916829.log spam-net-mmiroslaw-mails-spam.r1916829.log s
pam-net-spamsponge.r1916829.log spam-net-tsz-corpus.r1916829.log spam-net-whyscream.r1916829.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 2.497
-score AC_HTML_NONSENSE_TAGS 1.998
-score AC_POST_EXTRAS 0.404
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 0.432
score ADMITS_SPAM 3.096
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.898
-score ADVANCE_FEE_2_NEW_MONEY 0.132
-score ADVANCE_FEE_3_NEW 2.518
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.481
+score ADVANCE_FEE_2_NEW_MONEY 0.151
+score ADVANCE_FEE_3_NEW 2.510
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.675
+score ADVANCE_FEE_4_NEW 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.709
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 2.495
-score AMAZON_IMG_NOT_RCVD_AMZN 2.384
-score APOSTROPHE_TOCC 0.998
+score ADVANCE_FEE_5_NEW_MONEY 2.182
+score AMAZON_IMG_NOT_RCVD_AMZN 2.497
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.296
-score BIGNUM_EMAILS_FREEM 1.420
+score BIGNUM_EMAILS_FREEM 1.296
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 0.669
-score BITCOIN_EXTORT_01 0.663
-score BITCOIN_MALWARE 3.338
-score BITCOIN_OBFU_SUBJ 1.472
-score BITCOIN_ONAN 1.318
-score BITCOIN_SPAM_02 1.205
+score BITCOIN_DEADLINE 2.118
+score BITCOIN_EXTORT_01 0.417
+score BITCOIN_MALWARE 2.710
+score BITCOIN_OBFU_SUBJ 1.594
+score BITCOIN_ONAN 0.840
+score BITCOIN_SPAM_02 2.007
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 1.112
+score BITCOIN_SPAM_07 1.126
score BITCOIN_SPAM_09 1.498
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.986
+score BITCOIN_YOUR_INFO 2.984
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.401
+score BODY_URI_ONLY 1.405
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 0.727
-score CANT_SEE_AD 1.107
+score BOGUS_MSM_HDRS 1.488
+score CANT_SEE_AD 1.316
score CK_HELO_GENERIC 0.248
score COMPENSATION 1.498
-score CTE_8BIT_MISMATCH 0.001
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
score DATE_IN_FUTURE_Q_PLUS 3.396
-score DEAR_BENEFICIARY 2.262
-score DKIMWL_WL_HIGH -2.049
+score DEAR_BENEFICIARY 2.284
+score DKIMWL_WL_HIGH -2.490
score DKIMWL_WL_MED -0.001
score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 2.586
+score DYNAMIC_IMGUR 2.998
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.498
-score FBI_MONEY 1.116
-score FBI_SPOOF 0.540
+score END_FUTURE_EMAILS 2.497
+score FBI_MONEY 1.413
+score FBI_SPOOF 1.999
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 2.043
-score FONT_INVIS_HTML_NOHTML 1.291
-score FONT_INVIS_LONG_LINE 2.997
+score FONT_INVIS_DIRECT 3.088
+score FONT_INVIS_HTML_NOHTML 2.066
+score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.671
-score FONT_INVIS_POSTEXTRAS 2.972
+score FONT_INVIS_NORDNS 1.669
+score FONT_INVIS_POSTEXTRAS 2.961
score FORGED_SPF_HELO 2.796
-score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.599
+score FORM_FRAUD 0.001 # force non-zero
+score FORM_FRAUD_3 2.544
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.247
+score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 0.451
+score FROM_ADDR_WS 0.270
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.076
score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 0.254
+score FROM_IN_TO_AND_SUBJ 1.466
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.838
+score FROM_MISSP_DYNIP 0.808
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.062
+score FROM_MISSP_FREEMAIL 0.066
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_TO_UNDISC 2.021
+score FROM_MISSP_TO_UNDISC 1.717
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_NTLD_REPLY_FREEMAIL 0.310
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.631
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.497
@@ -101,24 +101,24 @@ score FSL_NEW_HELO_USER 0.0
score FUZZY_CLICK_HERE 3.496
score FUZZY_PRIVACY 2.696
score FUZZY_SECURITY 2.397
-score GB_BITCOIN_CP 1.355
+score GB_BITCOIN_CP 1.585
score GB_BITCOIN_NH 2.996
-score GB_CUSTOM_HTM_URI 1.296
+score GB_CUSTOM_HTM_URI 1.303
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.605
+score GB_HASHBL_BTC 4.716
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 1.225
+score GOOG_REDIR_NORDNS 1.224
score GOOG_STO_IMG_HTML 2.219
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 3.496
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.455
+score HELO_NO_DOMAIN 0.542
score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.843
+score HK_NAME_FM_MR_MRS 0.838
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
@@ -126,7 +126,7 @@ score HK_RANDOM_REPLYTO 0.9
score HK_SCAM 0.001
score HK_WIN 0.001
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 1.657
+score HOSTED_IMG_FREEM 1.655
score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.998
@@ -134,135 +134,133 @@ score HTML_ENTITY_ASCII 2.9
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 2.996
score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.996
+score HTML_TAG_BALANCE_CENTER 2.997
score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 1.154
+score HTML_TEXT_INVISIBLE_STYLE 1.122
score IMG_ONLY_FM_DOM_INFO 2.497
-score KHOP_HELO_FCRDNS 0.001
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
score KHOP_UNSUB_EMAIL 2.596
-score LIST_PARTIAL_SHORT_MSG 1.171
-score LONG_HEX_URI 2.244
-score LONG_IMG_URI 0.455
-score LONG_INVISIBLE_TEXT 1.824
+score LIST_PARTIAL_SHORT_MSG 1.172
+score LONG_HEX_URI 2.253
+score LONG_IMG_URI 0.461
+score LONG_INVISIBLE_TEXT 1.829
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.978
-score MALWARE_NORDNS 0.887
+score LOTTO_AGENT 1.404
+score LOTTO_DEPT 1.864
+score MALWARE_NORDNS 1.846
score MANY_SUBDOM 2.896
-score MILLION_HUNDRED 1.395
+score MILLION_HUNDRED 1.396
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.997
-score MIXED_ES 1.897
+score MIXED_ES 1.898
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
-score MONEY_FRAUD_8 3.132
+score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_8 2.239
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 0.073
+score MONEY_FROM_41 0.068
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.285
-score MSGID_NOFQDN1 2.224
-score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.441
+score MONEY_NOHTML 1.286
+score MSGID_NOFQDN1 2.223
+score NA_DOLLARS 0.001 # force non-zero
+score NICE_REPLY_A -2.528
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 ODD_FREEM_REPTO 2.244
+score ODD_FREEM_REPTO 2.245
score PDS_BAD_THREAD_QP_64 0.998
score PDS_BRAND_SUBJ_NAKED_TO 0.998
score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.213
-score PDS_DBL_URL_TNB_RUNON 1.114
-score PDS_FRNOM_TODOM_DBL_URL 0.005
-score PDS_FRNOM_TODOM_NAKED_TO 0.424
-score PDS_FROM_NAME_TO_DOMAIN 0.766
+score PDS_BTC_MSGID 0.001
+score PDS_DBL_URL_TNB_RUNON 1.098
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.419
+score PDS_FROM_NAME_TO_DOMAIN 0.776
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.479
+score RATWARE_NO_RDNS 0.466
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_GM 2.254
+score REPTO_419_FRAUD_GM 2.656
score RISK_FREE 2.497
-score SCC_BOGUS_CTE_1 3.571
-score SCC_CANSPAM_1 1.163
-score SCC_CANSPAM_2 0.306
-score SCC_ISEMM_LID_1B 1.499
+score SCC_BOGUS_CTE_1 3.772
+score SCC_CANSPAM_1 1.139
+score SCC_CANSPAM_2 0.295
+score SCC_ISEMM_LID_1B 1.498
score SCC_SPAMMER_ADDR_2 3.296
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.455
-score SHORT_IMG_SUSP_NTLD 1.404
+score SHORTENER_SHORT_IMG 0.666
+score SHORT_IMG_SUSP_NTLD 1.259
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.764
-score STY_INVIS_DIRECT 1.323
+score STATIC_XPRIO_OLE 0.765
+score STY_INVIS_DIRECT 1.405
score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.997
-score TEQF_USR_POLITE 1.771
-score THIS_AD 1.969
-score THIS_IS_ADV_SUSP_NTLD 0.757
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.596
-score TO_EQ_FM_DOM_HTML_ONLY 1.763
+score SUSP_UTF8_WORD_FROM 1.998
+score SUSP_UTF8_WORD_SUBJ 1.998
+score TEQF_USR_POLITE 1.770
+score THIS_AD 1.997
+score THIS_IS_ADV_SUSP_NTLD 0.010
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 2.597
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.311
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.786
+score TO_NAME_SUBJ_NO_RDNS 2.082
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.795
+score TO_NO_BRKTS_HTML_IMG 1.790
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.923
+score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
-score TVD_FROM_1 0.999
+score TVD_FROM_1 0.998
score TVD_PH_7 2.996
score TVD_SPACE_ENCODED 2.497
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.105
+score TVD_SUBJ_NUM_OBFU_MINFP 1.579
score UNDISC_FREEM 2.796
score UNDISC_MONEY 3.096
-score UNICODE_OBFU_ASC 2.497
+score UNICODE_OBFU_ASC 2.498
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.497
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 1.997
score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.188
+score URI_IMG_CWINDOWSNET 3.182
score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.001
+score URI_PHISH 0.420
score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 3.002
+score URI_WP_DIRINDEX 2.017
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 1.030
-score VISTA_TONOM_EQ_TOLOC 0.692
+score VISTA_COST 1.610
+score VISTA_TONOM_EQ_TOLOC 0.708
score WIKI_IMG 3.296
score WORD_INVIS 2.996
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.497
score XM_RANDOM 2.497
-score XM_RECPTID 2.341
-score XPRIO 1.661
-score XPRIO_SHORT_SUBJ 2.079
+score XM_RECPTID 2.342
+score XPRIO 1.660
+score XPRIO_SHORT_SUBJ 2.232
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 0.740
+score YOU_INHERIT 1.060
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -407,7 +405,6 @@ score SYSADMIN 1.0
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916903&r1=1916902&r2=1916903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Apr 11 02:51:34 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 540595 60.718% (99.436% of non-spam corpus)
-# Correctly spam: 268757 30.186% (77.526% of spam corpus)
-# False positives: 3067 0.344% (0.564% of nonspam, 60227 weighted)
-# False negatives: 77912 8.751% (22.474% of spam, 146686 weighted)
-# Average score for spam: 7.6 nonspam: 0.4
-# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 890331 100.00%
+# Correctly non-spam: 542069 60.946% (99.430% of non-spam corpus)
+# Correctly spam: 267375 30.062% (77.671% of spam corpus)
+# False positives: 3109 0.350% (0.570% of nonspam, 59943 weighted)
+# False negatives: 76866 8.642% (22.329% of spam, 143240 weighted)
+# Average score for spam: 7.5 nonspam: 0.5
+# Average for false-pos: 6.1 false-neg: 1.9
+# TOTAL: 889419 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67508 99.42%
-# Correctly spam: 33675 77.95%
-# False positives: 391 0.58%
-# False negatives: 9524 22.05%
-# TCR(l=50): 1.485829 SpamRecall: 77.953% SpamPrec: 98.852%
+# Correctly non-spam: 67693 99.41%
+# Correctly spam: 33484 78.03%
+# False positives: 405 0.59%
+# False negatives: 9425 21.97%
+# TCR(l=50): 1.445965 SpamRecall: 78.035% SpamPrec: 98.805%
##### 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: 534458 98.31%
-# Correctly spam: 138307 39.90%
-# False positives: 9204 1.69%
-# False negatives: 208362 60.10%
-# TCR(l=50): 0.518529 SpamRecall: 39.896% SpamPrec: 93.760%
+# Correctly non-spam: 535943 98.31%
+# Correctly spam: 136621 39.69%
+# False positives: 9235 1.69%
+# False negatives: 207620 60.31%
+# TCR(l=50): 0.514276 SpamRecall: 39.688% SpamPrec: 93.668%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 66721 98.27%
-# Correctly spam: 17043 39.45%
-# False positives: 1178 1.73%
-# False negatives: 26156 60.55%
-# TCR(l=50): 0.507889 SpamRecall: 39.452% SpamPrec: 93.535%
+# Correctly non-spam: 66903 98.25%
+# Correctly spam: 17046 39.73%
+# False positives: 1195 1.75%
+# False negatives: 25863 60.27%
+# TCR(l=50): 0.501197 SpamRecall: 39.726% SpamPrec: 93.449%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916903&r1=1916902&r2=1916903&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Apr 11 02:51:34 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 456112 55.894% (99.512% of non-spam corpus)
-# Correctly spam: 300921 36.876% (84.132% of spam corpus)
-# False positives: 2235 0.274% (0.488% of nonspam, 126277 weighted)
-# False negatives: 56758 6.955% (15.868% of spam, 99994 weighted)
-# Average score for spam: 12.6 nonspam: -1.6
-# Average for false-pos: 7.2 false-neg: 1.8
+# Correctly non-spam: 456114 55.895% (99.513% of non-spam corpus)
+# Correctly spam: 300838 36.866% (84.108% of spam corpus)
+# False positives: 2233 0.274% (0.487% of nonspam, 126427 weighted)
+# False negatives: 56841 6.966% (15.892% of spam, 100497 weighted)
+# Average score for spam: 12.8 nonspam: -1.6
+# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 816026 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56864 99.49%
-# Correctly spam: 37576 84.27%
-# False positives: 294 0.51%
-# False negatives: 7012 15.73%
-# TCR(l=50): 2.053611 SpamRecall: 84.274% SpamPrec: 99.224%
+# Correctly non-spam: 56863 99.48%
+# Correctly spam: 37563 84.24%
+# False positives: 295 0.52%
+# False negatives: 7025 15.76%
+# TCR(l=50): 2.047669 SpamRecall: 84.245% SpamPrec: 99.221%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...