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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/06/12 02:48:30 UTC
svn commit: r1910356 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1910356&r1=1910355&r2=1910356&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Jun 12 02:48:30 2023
@@ -1,83 +1,84 @@
-# Using score set 0 logs for revision 1910322 from:
-# ham-ena-week0.r1910322.log ham-ena-week1.r1910322.log ham-ena-week2.r1910322.log ham-ena-week3.r1910322.log ham-ena-week4.r1910322.log ham-giovanni-ham.r1910322.log ham-giovanni-spammy.r1910322.log ham-giovanni-spam.r1910322.log ham-grenier.r1910322.log ham-hege.r1910322.log ham-jhardin.r1910322.log ham-llanga.r1910322.log ham-mmiroslaw-mails-ham.r1910322.log ham-mmiroslaw-mails-spam.r1910322.log ham-spamsponge.r1910322.log ham-thendrikx.r1910322.log ham-tsz-corpus.r1910322.log spam-ena-week0.r1910322.log spam-ena-week1.r1910322.log spam-ena-week2.r1910322.log spam-ena-week3.r1910322.log spam-ena-week4.r1910322.log spam-giovanni-ham.r1910322.log spam-giovanni-spammy.r1910322.log spam-giovanni-spam.r1910322.log spam-grenier.r1910322.log spam-hege.r1910322.log spam-jhardin.r1910322.log spam-llanga.r1910322.log spam-mmiroslaw-mails-ham.r1910322.log spam-mmiroslaw-mails-spam.r1910322.log spam-spamsponge.r1910322.log spam-thendrikx.r1910322.log spam-tsz-corpus.r1910322.log
+# Using score set 0 logs for revision 1910349 from:
+# ham-ena-week0.r1910349.log ham-ena-week1.r1910349.log ham-ena-week2.r1910349.log ham-ena-week3.r1910349.log ham-ena-week4.r1910349.log ham-giovanni-ham.r1910349.log ham-giovanni-spammy.r1910349.log ham-giovanni-spam.r1910349.log ham-grenier.r1910349.log ham-hege.r1910349.log ham-jhardin.r1910349.log ham-llanga.r1910349.log ham-mmiroslaw-mails-ham.r1910349.log ham-mmiroslaw-mails-spam.r1910349.log ham-spamsponge.r1910349.log ham-thendrikx.r1910349.log ham-tsz-corpus.r1910349.log spam-ena-week0.r1910349.log spam-ena-week1.r1910349.log spam-ena-week2.r1910349.log spam-ena-week3.r1910349.log spam-ena-week4.r1910349.log spam-giovanni-ham.r1910349.log spam-giovanni-spammy.r1910349.log spam-giovanni-spam.r1910349.log spam-grenier.r1910349.log spam-hege.r1910349.log spam-jhardin.r1910349.log spam-llanga.r1910349.log spam-mmiroslaw-mails-ham.r1910349.log spam-mmiroslaw-mails-spam.r1910349.log spam-spamsponge.r1910349.log spam-thendrikx.r1910349.log spam-tsz-corpus.r1910349.log
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 3.296
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.617
+score ADMITS_SPAM 3.297
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.217
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 2.994
+score ADVANCE_FEE_3_NEW 2.981
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 3.196
score ADVANCE_FEE_4_NEW 2.497
-score ADVANCE_FEE_4_NEW_MONEY 2.437
-score ADVANCE_FEE_5_NEW 1.006
+score ADVANCE_FEE_4_NEW_MONEY 2.340
+score ADVANCE_FEE_5_NEW 0.997
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.498
+score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 2.090
+score AXB_XM_FORGED_OL2600 0.876
score BIGNUM_EMAILS_FREEM 0.001
-score BIGNUM_EMAILS_MANY 2.698
+score BIGNUM_EMAILS_MANY 2.903
score BITCOIN_DEADLINE 2.996
-score BITCOIN_EXTORT_01 2.514
-score BITCOIN_MALF_HTML 0.202
-score BITCOIN_MALWARE 2.262
-score BITCOIN_OBFU_SUBJ 2.203
+score BITCOIN_EXTORT_01 2.410
+score BITCOIN_MALF_HTML 0.001
+score BITCOIN_MALWARE 2.266
+score BITCOIN_OBFU_SUBJ 1.921
+score BITCOIN_ONAN 2.701
score BITCOIN_PDF 2.497
-score BITCOIN_SPAM_02 2.089
+score BITCOIN_SPAM_02 2.320
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 3.496
+score BITCOIN_SPAM_07 2.101
score BITCOIN_SPAM_09 1.498
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.996
score BODY_SINGLE_URI 2.497
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.294
+score BODY_URI_ONLY 2.302
score BOGUS_MIME_VERSION 3.496
-score CANT_SEE_AD 0.812
-score CK_HELO_GENERIC 0.249
+score CANT_SEE_AD 0.734
+score CK_HELO_GENERIC 0.248
score COMPENSATION 1.498
-score CTE_8BIT_MISMATCH 0.998
-score DATE_IN_FUTURE_Q_PLUS 3.896
+score CTE_8BIT_MISMATCH 0.999
+score DATE_IN_FUTURE_Q_PLUS 3.895
score DEAR_BENEFICIARY 0.001
-score DOS_BODY_HIGH_NO_MID 0.001
+score DOS_BODY_HIGH_NO_MID 0.250
score DSN_NO_MIMEVERSION 1.997
-score ENCRYPTED_MESSAGE -0.998
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.497
-score FAKE_REPLY_A1 0.722
-score FAKE_REPLY_B 0.968
-score FILL_THIS_FORM 0.798
+score FAKE_REPLY_A1 2.648
+score FAKE_REPLY_B 1.552
+score FILL_THIS_FORM 0.843
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 0.643
-score FONT_INVIS_POSTEXTRAS 2.782
-score FORM_FRAUD 0.998
+score FONT_INVIS_MSGID 0.929
+score FONT_INVIS_POSTEXTRAS 1.645
+score FORM_FRAUD 0.180
score FORM_FRAUD_3 2.599
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 3.196
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.897
+score FROM_ADDR_WS 2.996
score FROM_IN_TO_AND_SUBJ 1.997
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.048
+score FROM_MISSP_DYNIP 1.009
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.891
+score FROM_MISSP_FREEMAIL 0.753
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 2.400
+score FROM_MISSP_REPLYTO 2.497
score FROM_MISSP_USER 0.001
score FROM_MULTI_NORDNS 0.001
-score FROM_NTLD_LINKBAIT 1.463
-score FROM_NTLD_REPLY_FREEMAIL 0.001 # force non-zero
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_LINKBAIT 0.218
+score FROM_NTLD_REPLY_FREEMAIL 0.264
+score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_UNBAL1 1.566
+score FROM_UNBAL1 1.600
score FROM_UNBAL2 3.096
score FROM_WSP_TRAIL 3.496
score FSL_CTYPE_WIN1251 0.001
@@ -85,159 +86,158 @@ score FSL_HELO_FAKE 2.6
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
score GAPPY_HTML 2.297
-score GB_BITCOIN_NH 1.982
-score GB_CUSTOM_HTM_URI 0.350
-score GB_FAKE_RF_SHORT 1.929
+score GB_BITCOIN_NH 2.773
+score GB_CUSTOM_HTM_URI 0.351
+score GB_FAKE_RF_SHORT 1.935
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.497
+score GOOG_MALWARE_DNLD 2.566
+score GOOG_REDIR_HTML_ONLY 1.998
+score GOOG_REDIR_NORDNS 2.512
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_IMG_NOHTML 2.497
+score GOOG_STO_IMG_NOHTML 2.054
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.501
-score HDRS_LCASE 0.099
+score HAS_X_OUTGOING_SPAM_STAT 1.276
+score HDRS_LCASE 0.098
score HDRS_MISSP 0.001
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.001
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.997
+score HK_SCAM 1.998
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 0.499
-score HOSTED_IMG_FREEM 2.498
+score HOSTED_IMG_DIRECT_MX 0.978
+score HOSTED_IMG_FREEM 2.491
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.997
+score HTML_ENTITY_ASCII 2.996
score HTML_ENTITY_ASCII_TINY 2.996
score HTML_FONT_TINY_NORDNS 1.997
-score HTML_OFF_PAGE 1.597
+score HTML_OFF_PAGE 1.796
score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.761
-score HTML_TEXT_INVISIBLE_FONT 1.181
-score HTML_TEXT_INVISIBLE_STYLE 0.501
-score IMG_ONLY_FM_DOM_INFO 2.193
+score HTML_TAG_BALANCE_CENTER 2.749
+score HTML_TEXT_INVISIBLE_FONT 1.997
+score HTML_TEXT_INVISIBLE_STYLE 0.098
+score IMG_ONLY_FM_DOM_INFO 2.238
score JH_SPAMMY_HEADERS 3.496
score KHOP_FAKE_EBAY 0.698
score KHOP_HELO_FCRDNS 0.398
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 0.001
+score LONG_IMG_URI 0.001 # force non-zero
score LONG_INVISIBLE_TEXT 2.996
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 0.329
+score MALWARE_NORDNS 2.332
score MALW_ATTACH 2.297
score MANY_HDRS_LCASE 0.098
-score MANY_SPAN_IN_TEXT 2.596
-score MAY_BE_FORGED 1.597
-score MILLION_HUNDRED 0.416
+score MANY_SPAN_IN_TEXT 2.696
+score MILLION_HUNDRED 0.389
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.397
+score MIXED_ES 2.497
score MIXED_HREF_CASE 1.999
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 1.684
+score MONEY_FRAUD_3 0.230
+score MONEY_FRAUD_5 1.702
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.996
-score MONEY_FROM_41 0.772
+score MONEY_FREEMAIL_REPTO 2.997
+score MONEY_FROM_41 0.795
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 1.499
-score MSM_PRIO_REPTO 1.801
-score NAME_EMAIL_DIFF 1.727
+score MSMAIL_PRI_ABNORMAL 1.498
+score MSM_PRIO_REPTO 1.363
+score NAME_EMAIL_DIFF 1.723
score NA_DOLLARS 1.498
score NICE_REPLY_A -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 NUMBEREND_LINKBAIT 0.299
-score PDS_BTC_ID 0.498
+score NUMBEREND_LINKBAIT 0.637
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.471
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 2.595
+score PDS_FROM_2_EMAILS 2.530
score PDS_FROM_2_EMAILS_SHRTNER 0.001
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
-score PDS_RDNS_DYNAMIC_FP 0.010
-score PDS_TINYSUBJ_URISHRT 0.964
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.998
-score PDS_TO_EQ_FROM_NAME 1.848
-score PHP_ORIG_SCRIPT 1.402
+score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_TINYSUBJ_URISHRT 1.001
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PDS_TO_EQ_FROM_NAME 1.745
+score PHP_ORIG_SCRIPT 1.483
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.001
score READY_TO_SHIP 1.248
-score REPLYTO_EMPTY 2.897
-score REPTO_419_FRAUD 2.996
-score RISK_FREE 1.166
+score REPLYTO_EMPTY 2.896
+score REPTO_419_FRAUD 0.852
+score RISK_FREE 1.171
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.203
-score SCC_CANSPAM_1 0.153
-score SCC_CANSPAM_2 3.496
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.763
+score SCC_BODY_URI_ONLY 1.210
+score SCC_CANSPAM_1 0.325
+score SCC_CANSPAM_2 3.497
+score SCC_ISEMM_LID_1B 1.498
+score SCC_SPAMMER_ADDR_2 2.593
+score SCC_SPECIAL_GUID 0.001
score SENDGRID_REDIR 1.498
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.035
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.036
score SHORTENED_URL_SRC 2.796
score SHORTENER_SHORT_IMG 0.001
-score SHORT_SHORTNER 1.307
+score SHORT_SHORTNER 1.288
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOF_GMAIL_MID 1.498
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_COMBO 2.875
+score SUSP_UTF8_WORD_COMBO 0.810
score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.997
-score THIS_AD 1.298
+score SUSP_UTF8_WORD_MANY 2.075
+score SUSP_UTF8_WORD_SUBJ 1.747
+score THIS_AD 1.198
score THIS_IS_ADV_SUSP_NTLD 0.001
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.206
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.697
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.696
-score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
-score TO_IN_SUBJ 0.098
+score TO_EQ_FM_DOM_HTML_IMG 2.796
+score TO_IN_SUBJ 0.099
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.518
-score TO_NO_BRKTS_NORDNS_HTML 1.998
+score TO_NO_BRKTS_MSFT 1.253
+score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
-score TVD_IP_HEX 1.277
-score TVD_IP_SING_HEX 0.318
-score TVD_SPACE_ENCODED 2.484
-score TVD_SPACE_ENC_FM_MIME 1.354
-score TVD_SPACE_RATIO_MINFP 1.115
-score UNDISC_FREEM 3.197
+score TVD_IP_HEX 2.996
+score TVD_IP_SING_HEX 1.567
+score TVD_SPACE_ENCODED 2.497
+score TVD_SPACE_ENC_FM_MIME 1.114
+score TVD_SPACE_RATIO_MINFP 1.104
+score UNDISC_FREEM 3.096
score UNDISC_MONEY 3.096
score UNICODE_OBFU_ASC 2.497
score URI_AZURE_CLOUDAPP 2.996
-score URI_BUFFLY 0.001
+score URI_BUFFLY 1.399
score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.597
-score URI_HEX_IP 0.616
-score URI_ONLY_MSGID_MALF 0.372
+score URI_GOOGLE_PROXY 2.497
+score URI_HEX_IP 1.540
+score URI_ONLY_MSGID_MALF 0.378
score URI_PHISH 3.995
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.497
-score URI_WP_DIRINDEX 3.497
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 1.400
-score VFY_ACCT_NORDNS 0.395
-score WORD_INVIS 0.885
-score WORD_INVIS_MANY 2.996
-score XM_DIGITS_ONLY 0.946
+score URI_WP_DIRINDEX 3.496
+score URI_WP_HACKED 3.440
+score URI_WP_HACKED_2 1.402
+score VFY_ACCT_NORDNS 0.505
+score WORD_INVIS 0.576
+score XM_DIGITS_ONLY 0.560
score XM_RANDOM 0.001
score XM_RECPTID 2.996
-score XPRIO 1.884
-score YOU_INHERIT 1.314
+score XPRIO 1.197
+score YOU_INHERIT 1.264
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -256,7 +256,6 @@ score BEBEE_IMG_NOT_RCVD_BB 1.0
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
-score BITCOIN_ONAN 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
@@ -296,7 +295,6 @@ score GOOGLE_DOCS_PHISH 1.0
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
-score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_EMAIL_PHISH 1.000
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
@@ -340,6 +338,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
score RAND_HEADER_MANY 1.000
+score RATWARE_NO_RDNS 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
@@ -387,6 +386,7 @@ score URI_TRY_USME 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score WORD_INVIS_MANY 1.000
score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score ARC_SIGNED 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1910356&r1=1910355&r2=1910356&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jun 12 02:48:30 2023
@@ -1,215 +1,214 @@
# Using score set 1 logs for revision 1910338 from:
# ham-net-ena-week0.r1910338.log ham-net-ena-week1.r1910338.log ham-net-ena-week2.r1910338.log ham-net-ena-week3.r1910338.log ham-net-ena-week4.r1910338.log ham-net-giovanni-ham.r1910338.log ham-net-giovanni-spammy.r1910338.log ham-net-giovanni-spam.r1910338.log ham-net-grenier.r1910338.log ham-net-hege.r1910338.log ham-net-jhardin.r1910338.log ham-net-llanga.r1910338.log ham-net-mmiroslaw-mails-ham.r1910338.log ham-net-mmiroslaw-mails-spam.r1910338.log ham-net-spamsponge.r1910338.log ham-net-thendrikx.r1910338.log spam-net-ena-week0.r1910338.log spam-net-ena-week1.r1910338.log spam-net-ena-week2.r1910338.log spam-net-ena-week3.r1910338.log spam-net-ena-week4.r1910338.log spam-net-giovanni-ham.r1910338.log spam-net-giovanni-spammy.r1910338.log spam-net-giovanni-spam.r1910338.log spam-net-grenier.r1910338.log spam-net-hege.r1910338.log spam-net-jhardin.r1910338.log spam-net-llanga.r1910338.log spam-net-mmiroslaw-mails-ham.r1910338.log spam-net-mmiroslaw-mails-spam.r1910338.log spam-n
et-spamsponge.r1910338.log spam-net-thendrikx.r1910338.log
-score ACCT_PHISHING_MANY 3.000
+score ACCT_PHISHING_MANY 2.999
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.001
+score AC_HTML_NONSENSE_TAGS 2.000
+score ADMITS_SPAM 0.001 # force non-zero
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.267
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.599
-score ADVANCE_FEE_4_NEW_MONEY 1.005
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.866
-score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.089
-score ALIBABA_IMG_NOT_RCVD_ALI 0.001
+score ADVANCE_FEE_3_NEW_MONEY 2.699
+score ADVANCE_FEE_4_NEW_MONEY 1.025
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.755
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score AD_PREFS 0.275
+score ALIBABA_IMG_NOT_RCVD_ALI 0.001 # force non-zero
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.001
+score BIGNUM_EMAILS_FREEM 0.202
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.930
-score BITCOIN_EXTORT_01 2.652
-score BITCOIN_MALF_HTML 0.001
-score BITCOIN_OBFU_SUBJ 0.337
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 2.646
+score BITCOIN_MALF_HTML 1.307
+score BITCOIN_OBFU_SUBJ 0.669
score BITCOIN_PDF 2.499
-score BITCOIN_SPAM_02 2.455
-score BITCOIN_SPAM_03 1.182
-score BITCOIN_SPAM_05 2.198
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_03 1.242
+score BITCOIN_SPAM_05 2.335
score BITCOIN_SPAM_07 3.499
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.064
+score BODY_SINGLE_URI 0.015
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MSM_HDRS 1.697
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 1.156
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 2.499
score DEAR_BENEFICIARY 0.001
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DOS_BODY_HIGH_NO_MID 0.001
score END_FUTURE_EMAILS 2.499
-score FAKE_REPLY_A1 0.546
-score FAKE_REPLY_B 0.813
+score FAKE_REPLY_A1 0.974
+score FAKE_REPLY_B 2.166
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 2.794
-score FORGED_SPF_HELO 1.027
-score FORM_FRAUD_5 0.001 # force non-zero
+score FONT_INVIS_LONG_LINE 3.000
+score FONT_INVIS_MSGID 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 2.796
+score FORGED_SPF_HELO 1.053
+score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 2.699
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.629
+score FROM_FMBLA_NEWDOM28 0.528
score FROM_GOV_DKIM_AU -0.001
score FROM_IN_TO_AND_SUBJ 1.999
-score FROM_MISSPACED 0.001 # force non-zero
+score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 1.832
-score FROM_MISSP_FREEMAIL 2.715
+score FROM_MISSP_EH_MATCH 1.753
+score FROM_MISSP_FREEMAIL 2.795
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.723
-score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_REPLYTO 1.683
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_MISSP_USER 0.001
score FROM_MULTI_NORDNS 0.001
-score FROM_PAYPAL_SPOOF 0.223
+score FROM_PAYPAL_SPOOF 0.454
score FROM_SUSPICIOUS_NTLD 0.001
-score FROM_SUSPICIOUS_NTLD_FP 1.084
-score FROM_UNBAL1 2.419
-score FROM_UNBAL2 1.433
+score FROM_SUSPICIOUS_NTLD_FP 1.057
+score FROM_UNBAL1 2.375
+score FROM_UNBAL2 2.583
score FROM_WSP_TRAIL 3.199
-score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score GB_BITCOIN_NH 1.358
-score GB_CUSTOM_HTM_URI 0.834
+score GB_BITCOIN_NH 1.311
+score GB_CUSTOM_HTM_URI 0.832
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_HASHBL_BTC 0.001
-score GOOG_MALWARE_DNLD 2.150
+score GOOG_MALWARE_DNLD 3.495
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 3.299
+score GOOG_REDIR_NORDNS 3.399
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_IMG_NOHTML 1.506
-score GOOG_STO_NOIMG_HTML 2.952
-score HAS_X_OUTGOING_SPAM_STAT 2.000
+score GOOG_STO_IMG_NOHTML 1.045
+score GOOG_STO_NOIMG_HTML 2.958
+score HAS_X_OUTGOING_SPAM_STAT 1.999
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.001
+score HK_RANDOM_FROM 0.001 # force non-zero
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HK_WIN 0.999
score HOSTED_IMG_DIRECT_MX 0.001
score HOSTED_IMG_FREEM 2.216
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.473
-score HTML_ENTITY_ASCII_TINY 2.781
+score HTML_ENTITY_ASCII 1.716
+score HTML_ENTITY_ASCII_TINY 0.291
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 1.899
+score HTML_TAG_BALANCE_CENTER 1.999
score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score JH_SPAMMY_HEADERS 3.500
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.001
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.999
+score LONG_INVISIBLE_TEXT 2.998
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 1.994
+score MALWARE_NORDNS 2.412
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.299
-score MIXED_HREF_CASE 1.389
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIXED_ES 2.399
+score MIXED_HREF_CASE 0.929
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 2.599
-score MONEY_FRAUD_8 0.722
-score MONEY_FREEMAIL_REPTO 0.510
+score MONEY_FRAUD_8 0.831
+score MONEY_FREEMAIL_REPTO 0.504
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 1.388
-score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 1.001
-score NICE_REPLY_A -0.093
-score NO_FM_NAME_IP_HOSTN 0.001
+score MSMAIL_PRI_ABNORMAL 0.081
+score NAME_EMAIL_DIFF 0.001 # force non-zero
+score NA_DOLLARS 0.797
+score NICE_REPLY_A -0.096
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 0.198
-score ODD_FREEM_REPTO 2.393
+score OBFU_TEXT_ATTACH 0.349
+score ODD_FREEM_REPTO 2.329
score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.001
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.577
+score PDS_FROM_2_EMAILS 2.575
score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 0.001
-score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.560
-score PDS_TO_EQ_FROM_NAME 0.001
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.612
+score PDS_TO_EQ_FROM_NAME 0.001 # force non-zero
score PHP_ORIG_SCRIPT 0.001
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 2.000
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score READY_TO_SHIP 1.250
-score REPTO_419_FRAUD 1.726
+score RAND_MKTG_HEADER 1.999
+score RCVD_IN_MSPIKE_H2 -0.001
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 1.734
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.154
-score SCC_CANSPAM_1 0.001
+score SCC_BODY_URI_ONLY 1.149
+score SCC_CANSPAM_1 0.284
score SCC_CANSPAM_2 3.299
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.699
-score SCC_SPECIAL_GUID 0.288
-score SENDGRID_REDIR 0.344
+score SCC_SPAMMER_ADDR_2 2.799
+score SCC_SPECIAL_GUID 2.399
+score SENDGRID_REDIR 0.345
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_SHORTNER 0.650
+score SHORT_SHORTNER 0.798
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOF_GMAIL_MID 0.001
+score SPOOF_GMAIL_MID 0.001 # force non-zero
score STATIC_XPRIO_OLE 0.001
-score SUSP_UTF8_WORD_COMBO 2.006
-score SUSP_UTF8_WORD_MANY 0.257
+score SUSP_UTF8_WORD_COMBO 1.997
+score SUSP_UTF8_WORD_MANY 0.247
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 0.899
-score TO_EQ_FM_DIRECT_MX 0.251
+score TO_EQ_FM_DIRECT_MX 0.417
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 2.199
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 0.772
+score TO_NO_BRKTS_FROM_MSSP 1.140
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.151
+score TO_NO_BRKTS_MSFT 1.143
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ASC 2.500
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.699
score URI_ONLY_MSGID_MALF 1.999
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.299
-score URI_WP_HACKED 3.007
+score URI_WP_HACKED 3.014
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 0.001
-score WORD_INVIS 0.790
-score WORD_INVIS_MANY 2.652
-score XM_DIGITS_ONLY 2.999
+score VFY_ACCT_NORDNS 0.068
+score WORD_INVIS 0.799
+score WORD_INVIS_MANY 2.651
+score XM_DIGITS_ONLY 1.032
score XM_RANDOM 0.001
-score XM_RECPTID 1.530
+score XM_RECPTID 1.527
score XPRIO 0.001
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1910356&r1=1910355&r2=1910356&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jun 12 02:48:30 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 393986 49.741% (99.254% of non-spam corpus)
-# Correctly spam: 239922 30.290% (60.720% of spam corpus)
-# False positives: 2962 0.374% (0.746% of nonspam, 101753 weighted)
-# False negatives: 155206 19.595% (39.280% of spam, 258095 weighted)
-# Average score for spam: 8.6 nonspam: 0.7
-# Average for false-pos: 6.9 false-neg: 1.7
-# TOTAL: 792076 100.00%
+# Correctly non-spam: 394190 48.640% (99.263% of non-spam corpus)
+# Correctly spam: 248273 30.635% (60.071% of spam corpus)
+# False positives: 2926 0.361% (0.737% of nonspam, 105586 weighted)
+# False negatives: 165029 20.363% (39.929% of spam, 270617 weighted)
+# Average score for spam: 8.3 nonspam: 0.7
+# Average for false-pos: 6.9 false-neg: 1.6
+# TOTAL: 810418 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 49163 99.28%
-# Correctly spam: 30095 61.05%
-# False positives: 357 0.72%
-# False negatives: 19201 38.95%
-# TCR(l=50): 1.330490 SpamRecall: 61.050% SpamPrec: 98.828%
+# Correctly non-spam: 49181 99.28%
+# Correctly spam: 30801 59.79%
+# False positives: 355 0.72%
+# False negatives: 20717 40.21%
+# TCR(l=50): 1.339278 SpamRecall: 59.787% SpamPrec: 98.861%
##### 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: 388366 97.84%
-# Correctly spam: 136023 34.43%
-# False positives: 8582 2.16%
-# False negatives: 259105 65.57%
-# TCR(l=50): 0.574143 SpamRecall: 34.425% SpamPrec: 94.065%
+# Correctly non-spam: 388499 97.83%
+# Correctly spam: 139173 33.67%
+# False positives: 8617 2.17%
+# False negatives: 274129 66.33%
+# TCR(l=50): 0.586261 SpamRecall: 33.673% SpamPrec: 94.169%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48454 97.85%
-# Correctly spam: 17149 34.79%
-# False positives: 1066 2.15%
-# False negatives: 32147 65.21%
-# TCR(l=50): 0.576919 SpamRecall: 34.788% SpamPrec: 94.148%
+# Correctly non-spam: 48493 97.89%
+# Correctly spam: 17397 33.77%
+# False positives: 1043 2.11%
+# False negatives: 34121 66.23%
+# TCR(l=50): 0.597165 SpamRecall: 33.769% SpamPrec: 94.344%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1910356&r1=1910355&r2=1910356&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jun 12 02:48:30 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 370485 72.925% (98.945% of non-spam corpus)
-# Correctly spam: 91770 18.064% (68.692% of spam corpus)
-# False positives: 3951 0.778% (1.055% of nonspam, 165206 weighted)
-# False negatives: 41827 8.233% (31.308% of spam, 48182 weighted)
-# Average score for spam: 14.0 nonspam: -0.3
+# Correctly non-spam: 370499 72.928% (98.949% of non-spam corpus)
+# Correctly spam: 91762 18.062% (68.686% of spam corpus)
+# False positives: 3937 0.775% (1.051% of nonspam, 165008 weighted)
+# False negatives: 41834 8.235% (31.314% of spam, 48143 weighted)
+# Average score for spam: 13.6 nonspam: -0.3
# Average for false-pos: 11.7 false-neg: 1.2
-# TOTAL: 508033 100.00%
+# TOTAL: 508032 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46218 99.08%
+# Correctly non-spam: 46202 99.05%
# Correctly spam: 11633 69.48%
-# False positives: 428 0.92%
-# False negatives: 5111 30.52%
-# TCR(l=50): 0.631587 SpamRecall: 69.476% SpamPrec: 96.451%
+# False positives: 444 0.95%
+# False negatives: 5110 30.52%
+# TCR(l=50): 0.613072 SpamRecall: 69.480% SpamPrec: 96.324%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 371006 99.08%
-# Correctly spam: 75915 56.82%
+# Correctly spam: 75916 56.83%
# False positives: 3430 0.92%
-# False negatives: 57682 43.18%
-# TCR(l=50): 0.582930 SpamRecall: 56.824% SpamPrec: 95.677%
+# False negatives: 57680 43.17%
+# TCR(l=50): 0.582930 SpamRecall: 56.825% SpamPrec: 95.677%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 46255 99.16%
-# Correctly spam: 9657 57.67%
+# Correctly spam: 9659 57.69%
# False positives: 391 0.84%
-# False negatives: 7087 42.33%
-# TCR(l=50): 0.628599 SpamRecall: 57.674% SpamPrec: 96.109%
+# False negatives: 7084 42.31%
+# TCR(l=50): 0.628633 SpamRecall: 57.690% SpamPrec: 96.109%