Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916920&r1=1916919&r2=1916920&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Apr 12 02:52:16 2024
@@ -1,205 +1,207 @@
-# 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
+# Using score set 0 logs for revision 1916911 from:
+# ham-ena-week0.r1916911.log ham-ena-week1.r1916911.log ham-ena-week2.r1916911.log ham-ena-week3.r1916911.log ham-ena-week4.r1916911.log ham-giovanni-ham.r1916911.log ham-giovanni-spammy.r1916911.log ham-giovanni-spam.r1916911.log ham-grenier.r1916911.log ham-hege.r1916911.log ham-jhardin.r1916911.log ham-llanga.r1916911.log ham-mmiroslaw-mails-ham.r1916911.log ham-mmiroslaw-mails-spam.r1916911.log ham-spamsponge.r1916911.log ham-tsz-corpus.r1916911.log ham-whyscream.r1916911.log spam-ena-week0.r1916911.log spam-ena-week1.r1916911.log spam-ena-week2.r1916911.log spam-ena-week3.r1916911.log spam-ena-week4.r1916911.log spam-giovanni-ham.r1916911.log spam-giovanni-spammy.r1916911.log spam-giovanni-spam.r1916911.log spam-grenier.r1916911.log spam-hege.r1916911.log spam-jhardin.r1916911.log spam-llanga.r1916911.log spam-mmiroslaw-mails-ham.r1916911.log spam-mmiroslaw-mails-spam.r1916911.log spam-spamsponge.r1916911.log spam-tsz-corpus.r1916911.log spam-whyscream.r1916911.log
-score ACCT_PHISHING_MANY 2.918
+score ACCT_PHISHING_MANY 2.848
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 0.001
-score ADMITS_SPAM 3.199
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.657
+score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.309
-score ADVANCE_FEE_3_NEW 2.999
+score ADVANCE_FEE_2_NEW_MONEY 0.806
+score ADVANCE_FEE_3_NEW 3.152
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.038
-score ADVANCE_FEE_4_NEW 1.154
+score ADVANCE_FEE_3_NEW_MONEY 0.035
+score ADVANCE_FEE_4_NEW 1.507
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-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 2.119
-score AD_PREFS 0.428
-score AMAZON_IMG_NOT_RCVD_AMZN 2.256
+score ADVANCE_FEE_5_NEW 2.365
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 3.599
+score AD_PREFS 0.269
+score AMAZON_IMG_NOT_RCVD_AMZN 2.304
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
+score BIGNUM_EMAILS_FREEM 2.574
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.152
-score BITCOIN_MALWARE 1.725
-score BITCOIN_OBFU_SUBJ 1.111
-score BITCOIN_ONAN 2.897
+score BITCOIN_EXTORT_01 1.401
+score BITCOIN_MALWARE 1.688
+score BITCOIN_OBFU_SUBJ 1.304
+score BITCOIN_ONAN 0.633
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.094
-score BITCOIN_VISTA 1.887
+score BITCOIN_VISTA 2.125
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.120
-score CANT_SEE_AD 1.407
-score CK_HELO_GENERIC 0.250
+score BOGUS_MSM_HDRS 0.897
+score CANT_SEE_AD 2.050
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.978
-score DEAR_BENEFICIARY 0.999
+score DATE_IN_FUTURE_Q_PLUS 2.993
+score DEAR_BENEFICIARY 0.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 1.870
-score ENCRYPTED_MESSAGE -1.000
+score DYNAMIC_IMGUR 2.840
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 0.641
-score FBI_SPOOF 1.857
-score FILL_THIS_FORM 0.001
+score FBI_MONEY 0.031
+score FBI_SPOOF 0.702
+score FILL_THIS_FORM 0.180
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.524
+score FONT_INVIS_HTML_NOHTML 2.516
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.590
-score FORM_FRAUD 0.154
+score FONT_INVIS_POSTEXTRAS 2.642
+score FORM_FRAUD 0.352
score FORM_FRAUD_3 2.699
-score FORM_FRAUD_5 0.001 # force non-zero
-score FOUND_YOU 1.805
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 2.251
-score FROM_IN_TO_AND_SUBJ 1.899
-score FROM_MISSPACED 0.001 # force non-zero
+score FROM_ADDR_WS 2.252
+score FROM_IN_TO_AND_SUBJ 1.999
+score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.591
+score FROM_MISSP_EH_MATCH 0.590
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 2.399
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.399
-score FROM_UNBAL2 2.399
-score FROM_WSP_LEAD 2.406
-score FROM_WSP_TRAIL 0.247
+score FROM_WSP_LEAD 2.404
+score FROM_WSP_TRAIL 2.999
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
score FUZZY_IMPORTANT 2.399
-score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 1.652
+score FUZZY_PRIVACY 2.799
+score GB_BITCOIN_CP 1.926
score GB_BITCOIN_NH 2.999
-score GB_CUSTOM_HTM_URI 1.034
-score GB_FAKE_RF_SHORT 1.941
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_IMG_HTML 2.513
+score GB_CUSTOM_HTM_URI 1.329
+score GB_FAKE_RF_SHORT 1.939
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 4.902
+score GOOG_REDIR_NORDNS 2.601
+score GOOG_STO_IMG_HTML 2.501
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.067
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.605
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDRS_MISSP 1.918
+score HDR_ORDER_FTSDMCXX_DIRECT 1.111
+score HDR_ORDER_FTSDMCXX_NORDNS 0.607
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.494
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_FM_MR_MRS 1.485
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
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 1.251
+score HOSTED_IMG_FREEM 0.196
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 0.430
+score HTML_FONT_TINY_NORDNS 0.582
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
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
+score IMG_ONLY_FM_DOM_INFO 2.500
+score KHOP_FAKE_EBAY 0.001
score KHOP_HELO_FCRDNS 0.399
score KHOP_UNSUB_EMAIL 2.699
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.311
-score LONG_INVISIBLE_TEXT 2.996
+score LONG_IMG_URI 0.083
+score LONG_INVISIBLE_TEXT 2.702
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.743
-score MALWARE_NORDNS 2.418
+score LOTTO_DEPT 1.999
+score MALWARE_NORDNS 3.263
score MANY_SUBDOM 2.799
-score MILLION_HUNDRED 0.489
-score MILLION_USD 0.001 # force non-zero
+score MAY_BE_FORGED 1.999
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.001
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 # force non-zero
+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 1.940
+score MONEY_FRAUD_8 3.188
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.387
+score MONEY_FROM_41 1.936
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.500
-score MSGID_NOFQDN1 0.498
+score MONEY_NOHTML 2.499
+score MSGID_NOFQDN1 0.686
score NA_DOLLARS 0.001
-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 NICE_REPLY_A -2.313
+score NORDNS_LOW_CONTRAST 1.305
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
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 0.656
-score PDS_DBL_URL_TNB_RUNON 2.000
+score PDS_BTC_MSGID 0.933
+score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.394
-score PDS_FROM_NAME_TO_DOMAIN 1.577
+score PDS_FRNOM_TODOM_NAKED_TO 0.795
+score PDS_FROM_NAME_TO_DOMAIN 1.255
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 0.999
+score PHP_SCRIPT 2.500
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.623
+score RATWARE_NO_RDNS 1.339
score READY_TO_SHIP 1.249
-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 REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 1.402
+score RISK_FREE 1.175
+score SCC_BOGUS_CTE_1 0.972
+score SCC_CANSPAM_1 1.335
score SCC_CANSPAM_2 2.251
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.287
+score SCC_SPAMMER_ADDR_2 2.390
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.340
score SHORTENER_SHORT_IMG 0.001
-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 SHORT_IMG_SUSP_NTLD 1.036
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.114
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 2.069
+score STY_INVIS_DIRECT 2.303
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-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 2.100
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.942
+score TEQF_USR_POLITE 2.000
+score THIS_AD 1.939
+score THIS_IS_ADV_SUSP_NTLD 0.301
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 2.102
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.692
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
@@ -207,39 +209,38 @@ 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 2.898
+score TVD_PH_7 2.900
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.602
-score TVD_SUBJ_NUM_OBFU_MINFP 2.452
-score UNDISC_FREEM 2.999
+score TVD_SPACE_RATIO_MINFP 2.027
+score TVD_SUBJ_NUM_OBFU_MINFP 1.198
+score UNDISC_FREEM 3.000
score UNDISC_MONEY 3.199
-score UNICODE_OBFU_ASC 2.500
+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_CLOUDFLAREIPFS 2.500
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.131
+score URI_IMG_CWINDOWSNET 3.133
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.826
+score URI_PHISH 2.748
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.092
-score VFY_ACCT_NORDNS 2.679
-score VISTA_COST 1.772
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.324
+score VFY_ACCT_NORDNS 2.669
+score VISTA_COST 0.501
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
-score WORD_INVIS 1.581
+score WORD_INVIS 1.582
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
+score XM_RANDOM 2.500
score XM_RECPTID 2.999
-score XPRIO 0.699
-score XPRIO_SHORT_SUBJ 0.874
+score XPRIO 0.457
+score XPRIO_SHORT_SUBJ 1.353
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.137
+score YOU_INHERIT 2.699
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -255,7 +256,6 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
-score BIGNUM_EMAILS_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
@@ -319,6 +319,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -333,10 +334,12 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
+score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
+score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -348,7 +351,6 @@ score RCVD_DOTEDU_SHORT 1.0
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
score RDNS_NUM_TLD_XM 1.000
-score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
@@ -383,6 +385,7 @@ 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=1916920&r1=1916919&r2=1916920&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Apr 12 02:52:16 2024
@@ -1,124 +1,124 @@
# 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 2.997
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.497
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.432
+score AC_POST_EXTRAS 0.439
score ADMITS_SPAM 3.096
-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_2_NEW_FRM_MNY 1.337
+score ADVANCE_FEE_2_NEW_MONEY 0.148
+score ADVANCE_FEE_3_NEW 2.515
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.709
+score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.797
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 2.182
+score ADVANCE_FEE_5_NEW_MONEY 3.121
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score APOSTROPHE_TOCC 0.998
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score AXB_X_FF_SEZ_S 3.296
-score BIGNUM_EMAILS_FREEM 1.296
+score BIGNUM_EMAILS_FREEM 0.982
score BIGNUM_EMAILS_MANY 2.996
-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_DEADLINE 1.223
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALWARE 2.571
+score BITCOIN_OBFU_SUBJ 1.175
+score BITCOIN_ONAN 2.601
+score BITCOIN_SPAM_02 1.328
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 1.126
+score BITCOIN_SPAM_07 1.123
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 2.984
+score BITCOIN_YOUR_INFO 2.969
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.405
+score BODY_URI_ONLY 1.403
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 1.488
-score CANT_SEE_AD 1.316
+score BOGUS_MSM_HDRS 2.456
+score CANT_SEE_AD 1.404
score CK_HELO_GENERIC 0.248
score COMPENSATION 1.498
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 3.396
-score DEAR_BENEFICIARY 2.284
-score DKIMWL_WL_HIGH -2.490
+score DEAR_BENEFICIARY 2.278
+score DKIMWL_WL_HIGH -2.103
score DKIMWL_WL_MED -0.001
score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 2.998
+score DYNAMIC_IMGUR 2.712
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.497
-score FBI_MONEY 1.413
-score FBI_SPOOF 1.999
+score FBI_MONEY 0.771
+score FBI_SPOOF 1.679
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 3.088
-score FONT_INVIS_HTML_NOHTML 2.066
+score FONT_INVIS_DIRECT 1.129
+score FONT_INVIS_HTML_NOHTML 1.659
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.669
-score FONT_INVIS_POSTEXTRAS 2.961
+score FONT_INVIS_NORDNS 1.657
+score FONT_INVIS_POSTEXTRAS 2.957
score FORGED_SPF_HELO 2.796
-score FORM_FRAUD 0.001 # force non-zero
-score FORM_FRAUD_3 2.544
+score FORM_FRAUD 0.001
+score FORM_FRAUD_3 2.569
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 0.270
+score FROM_ADDR_WS 0.450
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.076
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.431
score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 1.466
+score FROM_IN_TO_AND_SUBJ 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.808
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.066
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.815
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 0.065
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.717
+score FROM_MISSP_TO_UNDISC 1.949
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.631
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.497
score FROM_UNBAL2 2.397
-score FROM_WSP_LEAD 1.695
+score FROM_WSP_LEAD 1.691
score FROM_WSP_TRAIL 0.001
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.496
-score FUZZY_PRIVACY 2.696
+score FUZZY_PRIVACY 2.697
score FUZZY_SECURITY 2.397
-score GB_BITCOIN_CP 1.585
+score GB_BITCOIN_CP 2.774
score GB_BITCOIN_NH 2.996
score GB_CUSTOM_HTM_URI 1.303
score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.716
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_HASHBL_BTC 4.747
score GOOG_MALWARE_DNLD 4.999
score GOOG_REDIR_NORDNS 1.224
-score GOOG_STO_IMG_HTML 2.219
+score GOOG_STO_IMG_HTML 2.220
score GOOG_STO_NOIMG_HTML 2.996
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 0.542
+score HELO_NO_DOMAIN 0.348
score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.838
+score HK_NAME_FM_MR_MRS 0.840
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
@@ -126,30 +126,30 @@ 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 1.655
+score HOSTED_IMG_FREEM 1.658
score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
-score HTML_BADATTR 0.998
+score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.996
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 2.996
score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.997
+score HTML_TAG_BALANCE_CENTER 2.995
score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 1.122
+score HTML_TEXT_INVISIBLE_STYLE 1.109
score IMG_ONLY_FM_DOM_INFO 2.497
score KHOP_HELO_FCRDNS 0.001 # force non-zero
score KHOP_UNSUB_EMAIL 2.596
-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 LIST_PARTIAL_SHORT_MSG 1.152
+score LONG_HEX_URI 2.254
+score LONG_IMG_URI 0.464
+score LONG_INVISIBLE_TEXT 1.824
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.404
-score LOTTO_DEPT 1.864
-score MALWARE_NORDNS 1.846
+score LOTTO_AGENT 1.499
+score LOTTO_DEPT 1.860
+score MALWARE_NORDNS 0.451
score MANY_SUBDOM 2.896
-score MILLION_HUNDRED 1.396
+score MILLION_HUNDRED 1.408
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.997
@@ -159,108 +159,110 @@ score MONEY_ATM_CARD 0.0
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 2.239
-score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 0.068
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.914
+score MONEY_FREEMAIL_REPTO 0.001 # force non-zero
+score MONEY_FROM_41 0.066
score MONEY_FROM_MISSP 0.001
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 MSGID_NOFQDN1 2.221
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -1.486
score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
-score ODD_FREEM_REPTO 2.245
+score ODD_FREEM_REPTO 2.244
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 0.001
-score PDS_DBL_URL_TNB_RUNON 1.098
+score PDS_BTC_MSGID 0.514
+score PDS_DBL_URL_TNB_RUNON 1.102
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_FRNOM_TODOM_NAKED_TO 0.570
+score PDS_FROM_NAME_TO_DOMAIN 0.623
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
+score PDS_OTHER_BAD_TLD 1.998
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.466
+score RATWARE_NO_RDNS 1.831
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 2.656
+score REPTO_419_FRAUD_GM 2.261
score RISK_FREE 2.497
-score SCC_BOGUS_CTE_1 3.772
-score SCC_CANSPAM_1 1.139
-score SCC_CANSPAM_2 0.295
+score SCC_BOGUS_CTE_1 4.001
+score SCC_CANSPAM_1 2.035
+score SCC_CANSPAM_2 0.301
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 0.666
-score SHORT_IMG_SUSP_NTLD 1.259
-score SHORT_SHORTNER 0.001
+score SHORTENER_SHORT_IMG 1.422
+score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_SHORTNER 0.001 # force non-zero
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.765
-score STY_INVIS_DIRECT 1.405
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.998
-score SUSP_UTF8_WORD_SUBJ 1.998
-score TEQF_USR_POLITE 1.770
+score STATIC_XPRIO_OLE 0.768
+score STY_INVIS_DIRECT 1.318
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_FROM 1.997
+score SUSP_UTF8_WORD_SUBJ 1.997
+score TEQF_USR_POLITE 1.773
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 THIS_IS_ADV_SUSP_NTLD 0.422
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.597
+score TO_EQ_FM_DOM_HTML_ONLY 1.552
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.630
+score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.082
+score TO_NAME_SUBJ_NO_RDNS 2.985
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.790
+score TO_NO_BRKTS_HTML_IMG 1.792
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.922
score TO_NO_BRKTS_PCNT 2.497
score TVD_FROM_1 0.998
-score TVD_PH_7 2.996
+score TVD_PH_7 2.997
score TVD_SPACE_ENCODED 2.497
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.579
+score TVD_SUBJ_NUM_OBFU_MINFP 1.423
score UNDISC_FREEM 2.796
score UNDISC_MONEY 3.096
-score UNICODE_OBFU_ASC 2.498
+score UNICODE_OBFU_ASC 2.497
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 1.997
score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.182
+score URI_IMG_CWINDOWSNET 3.184
score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.420
+score URI_PHISH 0.001
score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 2.017
+score URI_WP_DIRINDEX 2.065
score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
+score URI_WP_HACKED_2 2.495
score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 1.610
-score VISTA_TONOM_EQ_TOLOC 0.708
+score VISTA_COST 0.816
+score VISTA_TONOM_EQ_TOLOC 0.681
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 2.342
-score XPRIO 1.660
-score XPRIO_SHORT_SUBJ 2.232
+score XM_RANDOM 2.498
+score XM_RECPTID 2.344
+score XPRIO 1.672
+score XPRIO_SHORT_SUBJ 2.366
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 1.060
+score YOU_INHERIT 1.510
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -347,6 +349,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916920&r1=1916919&r2=1916920&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Apr 12 02:52:16 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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
+# Correctly non-spam: 544909 61.406% (99.427% of non-spam corpus)
+# Correctly spam: 262376 29.567% (77.322% of spam corpus)
+# False positives: 3142 0.354% (0.573% of nonspam, 59654 weighted)
+# False negatives: 76953 8.672% (22.678% of spam, 143524 weighted)
+# Average score for spam: 7.4 nonspam: 0.4
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 889419 100.00%
+# TOTAL: 887380 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 68049 99.39%
+# Correctly spam: 32795 77.54%
+# False positives: 420 0.61%
+# False negatives: 9499 22.46%
+# TCR(l=50): 1.386734 SpamRecall: 77.541% SpamPrec: 98.736%
##### 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: 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%
+# Correctly non-spam: 538811 98.31%
+# Correctly spam: 132494 39.05%
+# False positives: 9240 1.69%
+# False negatives: 206835 60.95%
+# TCR(l=50): 0.507343 SpamRecall: 39.046% SpamPrec: 93.481%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 67307 98.30%
+# Correctly spam: 16510 39.04%
+# False positives: 1162 1.70%
+# False negatives: 25784 60.96%
+# TCR(l=50): 0.504196 SpamRecall: 39.036% SpamPrec: 93.425%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916920&r1=1916919&r2=1916920&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Apr 12 02:52:16 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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
+# Correctly non-spam: 456118 55.895% (99.514% of non-spam corpus)
+# Correctly spam: 300894 36.873% (84.124% of spam corpus)
+# False positives: 2229 0.273% (0.486% of nonspam, 126057 weighted)
+# False negatives: 56785 6.959% (15.876% of spam, 100145 weighted)
+# Average score for spam: 12.7 nonspam: -1.5
+# Average for false-pos: 7.2 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: 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%
+# Correctly non-spam: 56864 99.49%
+# Correctly spam: 37567 84.25%
+# False positives: 294 0.51%
+# False negatives: 7021 15.75%
+# TCR(l=50): 2.052760 SpamRecall: 84.254% SpamPrec: 99.223%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916920&r1=1916919&r2=1916920&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Apr 12 02:52:16 2024
@@ -1,205 +1,207 @@
-# 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
+# Using score set 0 logs for revision 1916911 from:
+# ham-ena-week0.r1916911.log ham-ena-week1.r1916911.log ham-ena-week2.r1916911.log ham-ena-week3.r1916911.log ham-ena-week4.r1916911.log ham-giovanni-ham.r1916911.log ham-giovanni-spammy.r1916911.log ham-giovanni-spam.r1916911.log ham-grenier.r1916911.log ham-hege.r1916911.log ham-jhardin.r1916911.log ham-llanga.r1916911.log ham-mmiroslaw-mails-ham.r1916911.log ham-mmiroslaw-mails-spam.r1916911.log ham-spamsponge.r1916911.log ham-tsz-corpus.r1916911.log ham-whyscream.r1916911.log spam-ena-week0.r1916911.log spam-ena-week1.r1916911.log spam-ena-week2.r1916911.log spam-ena-week3.r1916911.log spam-ena-week4.r1916911.log spam-giovanni-ham.r1916911.log spam-giovanni-spammy.r1916911.log spam-giovanni-spam.r1916911.log spam-grenier.r1916911.log spam-hege.r1916911.log spam-jhardin.r1916911.log spam-llanga.r1916911.log spam-mmiroslaw-mails-ham.r1916911.log spam-mmiroslaw-mails-spam.r1916911.log spam-spamsponge.r1916911.log spam-tsz-corpus.r1916911.log spam-whyscream.r1916911.log
-score ACCT_PHISHING_MANY 2.918
+score ACCT_PHISHING_MANY 2.848
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 0.001
-score ADMITS_SPAM 3.199
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.657
+score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.309
-score ADVANCE_FEE_3_NEW 2.999
+score ADVANCE_FEE_2_NEW_MONEY 0.806
+score ADVANCE_FEE_3_NEW 3.152
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.038
-score ADVANCE_FEE_4_NEW 1.154
+score ADVANCE_FEE_3_NEW_MONEY 0.035
+score ADVANCE_FEE_4_NEW 1.507
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-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 2.119
-score AD_PREFS 0.428
-score AMAZON_IMG_NOT_RCVD_AMZN 2.256
+score ADVANCE_FEE_5_NEW 2.365
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 3.599
+score AD_PREFS 0.269
+score AMAZON_IMG_NOT_RCVD_AMZN 2.304
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
+score BIGNUM_EMAILS_FREEM 2.574
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.152
-score BITCOIN_MALWARE 1.725
-score BITCOIN_OBFU_SUBJ 1.111
-score BITCOIN_ONAN 2.897
+score BITCOIN_EXTORT_01 1.401
+score BITCOIN_MALWARE 1.688
+score BITCOIN_OBFU_SUBJ 1.304
+score BITCOIN_ONAN 0.633
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.094
-score BITCOIN_VISTA 1.887
+score BITCOIN_VISTA 2.125
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.120
-score CANT_SEE_AD 1.407
-score CK_HELO_GENERIC 0.250
+score BOGUS_MSM_HDRS 0.897
+score CANT_SEE_AD 2.050
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.978
-score DEAR_BENEFICIARY 0.999
+score DATE_IN_FUTURE_Q_PLUS 2.993
+score DEAR_BENEFICIARY 0.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 1.870
-score ENCRYPTED_MESSAGE -1.000
+score DYNAMIC_IMGUR 2.840
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 0.641
-score FBI_SPOOF 1.857
-score FILL_THIS_FORM 0.001
+score FBI_MONEY 0.031
+score FBI_SPOOF 0.702
+score FILL_THIS_FORM 0.180
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.524
+score FONT_INVIS_HTML_NOHTML 2.516
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.590
-score FORM_FRAUD 0.154
+score FONT_INVIS_POSTEXTRAS 2.642
+score FORM_FRAUD 0.352
score FORM_FRAUD_3 2.699
-score FORM_FRAUD_5 0.001 # force non-zero
-score FOUND_YOU 1.805
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 2.251
-score FROM_IN_TO_AND_SUBJ 1.899
-score FROM_MISSPACED 0.001 # force non-zero
+score FROM_ADDR_WS 2.252
+score FROM_IN_TO_AND_SUBJ 1.999
+score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.591
+score FROM_MISSP_EH_MATCH 0.590
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 2.399
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.399
-score FROM_UNBAL2 2.399
-score FROM_WSP_LEAD 2.406
-score FROM_WSP_TRAIL 0.247
+score FROM_WSP_LEAD 2.404
+score FROM_WSP_TRAIL 2.999
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
score FUZZY_IMPORTANT 2.399
-score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 1.652
+score FUZZY_PRIVACY 2.799
+score GB_BITCOIN_CP 1.926
score GB_BITCOIN_NH 2.999
-score GB_CUSTOM_HTM_URI 1.034
-score GB_FAKE_RF_SHORT 1.941
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_IMG_HTML 2.513
+score GB_CUSTOM_HTM_URI 1.329
+score GB_FAKE_RF_SHORT 1.939
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 4.902
+score GOOG_REDIR_NORDNS 2.601
+score GOOG_STO_IMG_HTML 2.501
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.067
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.605
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDRS_MISSP 1.918
+score HDR_ORDER_FTSDMCXX_DIRECT 1.111
+score HDR_ORDER_FTSDMCXX_NORDNS 0.607
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.494
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_FM_MR_MRS 1.485
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
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 1.251
+score HOSTED_IMG_FREEM 0.196
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 0.430
+score HTML_FONT_TINY_NORDNS 0.582
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
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
+score IMG_ONLY_FM_DOM_INFO 2.500
+score KHOP_FAKE_EBAY 0.001
score KHOP_HELO_FCRDNS 0.399
score KHOP_UNSUB_EMAIL 2.699
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.311
-score LONG_INVISIBLE_TEXT 2.996
+score LONG_IMG_URI 0.083
+score LONG_INVISIBLE_TEXT 2.702
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.743
-score MALWARE_NORDNS 2.418
+score LOTTO_DEPT 1.999
+score MALWARE_NORDNS 3.263
score MANY_SUBDOM 2.799
-score MILLION_HUNDRED 0.489
-score MILLION_USD 0.001 # force non-zero
+score MAY_BE_FORGED 1.999
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.001
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 # force non-zero
+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 1.940
+score MONEY_FRAUD_8 3.188
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.387
+score MONEY_FROM_41 1.936
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.500
-score MSGID_NOFQDN1 0.498
+score MONEY_NOHTML 2.499
+score MSGID_NOFQDN1 0.686
score NA_DOLLARS 0.001
-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 NICE_REPLY_A -2.313
+score NORDNS_LOW_CONTRAST 1.305
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
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 0.656
-score PDS_DBL_URL_TNB_RUNON 2.000
+score PDS_BTC_MSGID 0.933
+score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.394
-score PDS_FROM_NAME_TO_DOMAIN 1.577
+score PDS_FRNOM_TODOM_NAKED_TO 0.795
+score PDS_FROM_NAME_TO_DOMAIN 1.255
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 0.999
+score PHP_SCRIPT 2.500
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.623
+score RATWARE_NO_RDNS 1.339
score READY_TO_SHIP 1.249
-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 REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 1.402
+score RISK_FREE 1.175
+score SCC_BOGUS_CTE_1 0.972
+score SCC_CANSPAM_1 1.335
score SCC_CANSPAM_2 2.251
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.287
+score SCC_SPAMMER_ADDR_2 2.390
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.340
score SHORTENER_SHORT_IMG 0.001
-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 SHORT_IMG_SUSP_NTLD 1.036
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.114
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 2.069
+score STY_INVIS_DIRECT 2.303
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-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 2.100
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.942
+score TEQF_USR_POLITE 2.000
+score THIS_AD 1.939
+score THIS_IS_ADV_SUSP_NTLD 0.301
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 2.102
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.692
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
@@ -207,39 +209,38 @@ 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 2.898
+score TVD_PH_7 2.900
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.602
-score TVD_SUBJ_NUM_OBFU_MINFP 2.452
-score UNDISC_FREEM 2.999
+score TVD_SPACE_RATIO_MINFP 2.027
+score TVD_SUBJ_NUM_OBFU_MINFP 1.198
+score UNDISC_FREEM 3.000
score UNDISC_MONEY 3.199
-score UNICODE_OBFU_ASC 2.500
+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_CLOUDFLAREIPFS 2.500
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.131
+score URI_IMG_CWINDOWSNET 3.133
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.826
+score URI_PHISH 2.748
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.092
-score VFY_ACCT_NORDNS 2.679
-score VISTA_COST 1.772
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.324
+score VFY_ACCT_NORDNS 2.669
+score VISTA_COST 0.501
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
-score WORD_INVIS 1.581
+score WORD_INVIS 1.582
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
+score XM_RANDOM 2.500
score XM_RECPTID 2.999
-score XPRIO 0.699
-score XPRIO_SHORT_SUBJ 0.874
+score XPRIO 0.457
+score XPRIO_SHORT_SUBJ 1.353
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.137
+score YOU_INHERIT 2.699
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -255,7 +256,6 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
-score BIGNUM_EMAILS_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
@@ -319,6 +319,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -333,10 +334,12 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
+score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
+score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -348,7 +351,6 @@ score RCVD_DOTEDU_SHORT 1.0
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
score RDNS_NUM_TLD_XM 1.000
-score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
@@ -383,6 +385,7 @@ 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=1916920&r1=1916919&r2=1916920&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Apr 12 02:52:16 2024
@@ -1,124 +1,124 @@
# 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 2.997
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.497
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.432
+score AC_POST_EXTRAS 0.439
score ADMITS_SPAM 3.096
-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_2_NEW_FRM_MNY 1.337
+score ADVANCE_FEE_2_NEW_MONEY 0.148
+score ADVANCE_FEE_3_NEW 2.515
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.709
+score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.797
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 2.182
+score ADVANCE_FEE_5_NEW_MONEY 3.121
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score APOSTROPHE_TOCC 0.998
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score AXB_X_FF_SEZ_S 3.296
-score BIGNUM_EMAILS_FREEM 1.296
+score BIGNUM_EMAILS_FREEM 0.982
score BIGNUM_EMAILS_MANY 2.996
-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_DEADLINE 1.223
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALWARE 2.571
+score BITCOIN_OBFU_SUBJ 1.175
+score BITCOIN_ONAN 2.601
+score BITCOIN_SPAM_02 1.328
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 1.126
+score BITCOIN_SPAM_07 1.123
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 2.984
+score BITCOIN_YOUR_INFO 2.969
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.405
+score BODY_URI_ONLY 1.403
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 1.488
-score CANT_SEE_AD 1.316
+score BOGUS_MSM_HDRS 2.456
+score CANT_SEE_AD 1.404
score CK_HELO_GENERIC 0.248
score COMPENSATION 1.498
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 3.396
-score DEAR_BENEFICIARY 2.284
-score DKIMWL_WL_HIGH -2.490
+score DEAR_BENEFICIARY 2.278
+score DKIMWL_WL_HIGH -2.103
score DKIMWL_WL_MED -0.001
score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 2.998
+score DYNAMIC_IMGUR 2.712
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.497
-score FBI_MONEY 1.413
-score FBI_SPOOF 1.999
+score FBI_MONEY 0.771
+score FBI_SPOOF 1.679
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 3.088
-score FONT_INVIS_HTML_NOHTML 2.066
+score FONT_INVIS_DIRECT 1.129
+score FONT_INVIS_HTML_NOHTML 1.659
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.669
-score FONT_INVIS_POSTEXTRAS 2.961
+score FONT_INVIS_NORDNS 1.657
+score FONT_INVIS_POSTEXTRAS 2.957
score FORGED_SPF_HELO 2.796
-score FORM_FRAUD 0.001 # force non-zero
-score FORM_FRAUD_3 2.544
+score FORM_FRAUD 0.001
+score FORM_FRAUD_3 2.569
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 0.270
+score FROM_ADDR_WS 0.450
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.076
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.431
score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 1.466
+score FROM_IN_TO_AND_SUBJ 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.808
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.066
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.815
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 0.065
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.717
+score FROM_MISSP_TO_UNDISC 1.949
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.631
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.497
score FROM_UNBAL2 2.397
-score FROM_WSP_LEAD 1.695
+score FROM_WSP_LEAD 1.691
score FROM_WSP_TRAIL 0.001
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.496
-score FUZZY_PRIVACY 2.696
+score FUZZY_PRIVACY 2.697
score FUZZY_SECURITY 2.397
-score GB_BITCOIN_CP 1.585
+score GB_BITCOIN_CP 2.774
score GB_BITCOIN_NH 2.996
score GB_CUSTOM_HTM_URI 1.303
score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.716
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_HASHBL_BTC 4.747
score GOOG_MALWARE_DNLD 4.999
score GOOG_REDIR_NORDNS 1.224
-score GOOG_STO_IMG_HTML 2.219
+score GOOG_STO_IMG_HTML 2.220
score GOOG_STO_NOIMG_HTML 2.996
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 0.542
+score HELO_NO_DOMAIN 0.348
score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.838
+score HK_NAME_FM_MR_MRS 0.840
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
@@ -126,30 +126,30 @@ 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 1.655
+score HOSTED_IMG_FREEM 1.658
score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
-score HTML_BADATTR 0.998
+score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.996
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 2.996
score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.997
+score HTML_TAG_BALANCE_CENTER 2.995
score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 1.122
+score HTML_TEXT_INVISIBLE_STYLE 1.109
score IMG_ONLY_FM_DOM_INFO 2.497
score KHOP_HELO_FCRDNS 0.001 # force non-zero
score KHOP_UNSUB_EMAIL 2.596
-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 LIST_PARTIAL_SHORT_MSG 1.152
+score LONG_HEX_URI 2.254
+score LONG_IMG_URI 0.464
+score LONG_INVISIBLE_TEXT 1.824
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.404
-score LOTTO_DEPT 1.864
-score MALWARE_NORDNS 1.846
+score LOTTO_AGENT 1.499
+score LOTTO_DEPT 1.860
+score MALWARE_NORDNS 0.451
score MANY_SUBDOM 2.896
-score MILLION_HUNDRED 1.396
+score MILLION_HUNDRED 1.408
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.997
@@ -159,108 +159,110 @@ score MONEY_ATM_CARD 0.0
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 2.239
-score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 0.068
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.914
+score MONEY_FREEMAIL_REPTO 0.001 # force non-zero
+score MONEY_FROM_41 0.066
score MONEY_FROM_MISSP 0.001
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 MSGID_NOFQDN1 2.221
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -1.486
score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
-score ODD_FREEM_REPTO 2.245
+score ODD_FREEM_REPTO 2.244
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 0.001
-score PDS_DBL_URL_TNB_RUNON 1.098
+score PDS_BTC_MSGID 0.514
+score PDS_DBL_URL_TNB_RUNON 1.102
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_FRNOM_TODOM_NAKED_TO 0.570
+score PDS_FROM_NAME_TO_DOMAIN 0.623
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
+score PDS_OTHER_BAD_TLD 1.998
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.466
+score RATWARE_NO_RDNS 1.831
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 2.656
+score REPTO_419_FRAUD_GM 2.261
score RISK_FREE 2.497
-score SCC_BOGUS_CTE_1 3.772
-score SCC_CANSPAM_1 1.139
-score SCC_CANSPAM_2 0.295
+score SCC_BOGUS_CTE_1 4.001
+score SCC_CANSPAM_1 2.035
+score SCC_CANSPAM_2 0.301
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 0.666
-score SHORT_IMG_SUSP_NTLD 1.259
-score SHORT_SHORTNER 0.001
+score SHORTENER_SHORT_IMG 1.422
+score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_SHORTNER 0.001 # force non-zero
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.765
-score STY_INVIS_DIRECT 1.405
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.998
-score SUSP_UTF8_WORD_SUBJ 1.998
-score TEQF_USR_POLITE 1.770
+score STATIC_XPRIO_OLE 0.768
+score STY_INVIS_DIRECT 1.318
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_FROM 1.997
+score SUSP_UTF8_WORD_SUBJ 1.997
+score TEQF_USR_POLITE 1.773
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 THIS_IS_ADV_SUSP_NTLD 0.422
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.597
+score TO_EQ_FM_DOM_HTML_ONLY 1.552
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.630
+score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.082
+score TO_NAME_SUBJ_NO_RDNS 2.985
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.790
+score TO_NO_BRKTS_HTML_IMG 1.792
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.922
score TO_NO_BRKTS_PCNT 2.497
score TVD_FROM_1 0.998
-score TVD_PH_7 2.996
+score TVD_PH_7 2.997
score TVD_SPACE_ENCODED 2.497
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.579
+score TVD_SUBJ_NUM_OBFU_MINFP 1.423
score UNDISC_FREEM 2.796
score UNDISC_MONEY 3.096
-score UNICODE_OBFU_ASC 2.498
+score UNICODE_OBFU_ASC 2.497
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 1.997
score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.182
+score URI_IMG_CWINDOWSNET 3.184
score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.420
+score URI_PHISH 0.001
score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 2.017
+score URI_WP_DIRINDEX 2.065
score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
+score URI_WP_HACKED_2 2.495
score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 1.610
-score VISTA_TONOM_EQ_TOLOC 0.708
+score VISTA_COST 0.816
+score VISTA_TONOM_EQ_TOLOC 0.681
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 2.342
-score XPRIO 1.660
-score XPRIO_SHORT_SUBJ 2.232
+score XM_RANDOM 2.498
+score XM_RECPTID 2.344
+score XPRIO 1.672
+score XPRIO_SHORT_SUBJ 2.366
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 1.060
+score YOU_INHERIT 1.510
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -347,6 +349,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916920&r1=1916919&r2=1916920&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Apr 12 02:52:16 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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
+# Correctly non-spam: 544909 61.406% (99.427% of non-spam corpus)
+# Correctly spam: 262376 29.567% (77.322% of spam corpus)
+# False positives: 3142 0.354% (0.573% of nonspam, 59654 weighted)
+# False negatives: 76953 8.672% (22.678% of spam, 143524 weighted)
+# Average score for spam: 7.4 nonspam: 0.4
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 889419 100.00%
+# TOTAL: 887380 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 68049 99.39%
+# Correctly spam: 32795 77.54%
+# False positives: 420 0.61%
+# False negatives: 9499 22.46%
+# TCR(l=50): 1.386734 SpamRecall: 77.541% SpamPrec: 98.736%
##### 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: 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%
+# Correctly non-spam: 538811 98.31%
+# Correctly spam: 132494 39.05%
+# False positives: 9240 1.69%
+# False negatives: 206835 60.95%
+# TCR(l=50): 0.507343 SpamRecall: 39.046% SpamPrec: 93.481%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 67307 98.30%
+# Correctly spam: 16510 39.04%
+# False positives: 1162 1.70%
+# False negatives: 25784 60.96%
+# TCR(l=50): 0.504196 SpamRecall: 39.036% SpamPrec: 93.425%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916920&r1=1916919&r2=1916920&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Apr 12 02:52:16 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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
+# Correctly non-spam: 456118 55.895% (99.514% of non-spam corpus)
+# Correctly spam: 300894 36.873% (84.124% of spam corpus)
+# False positives: 2229 0.273% (0.486% of nonspam, 126057 weighted)
+# False negatives: 56785 6.959% (15.876% of spam, 100145 weighted)
+# Average score for spam: 12.7 nonspam: -1.5
+# Average for false-pos: 7.2 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: 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%
+# Correctly non-spam: 56864 99.49%
+# Correctly spam: 37567 84.25%
+# False positives: 294 0.51%
+# False negatives: 7021 15.75%
+# TCR(l=50): 2.052760 SpamRecall: 84.254% SpamPrec: 99.223%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...