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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/01/26 02:55:50 UTC
svn commit: r1897481 [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=1897481&r1=1897480&r2=1897481&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Jan 26 02:55:50 2022
@@ -1,69 +1,68 @@
-# Using score set 0 logs for revision 1897363 from:
-# ham-darxus.r1897363.log ham-ena-week0.r1897363.log ham-ena-week1.r1897363.log ham-ena-week2.r1897363.log ham-ena-week3.r1897363.log ham-ena-week4.r1897363.log ham-giovanni-ham.r1897363.log ham-giovanni-spammy.r1897363.log ham-giovanni-spam.r1897363.log ham-grenier.r1897363.log ham-hege.r1897363.log ham-jhardin.r1897363.log ham-llanga.r1897363.log ham-mmiroslaw-mails-ham.r1897363.log ham-mmiroslaw-mails-spam.r1897363.log ham-pds.r1897363.log ham-spamsponge.r1897363.log ham-thendrikx.r1897363.log ham-tsz-spam-corpus.r1897363.log spam-darxus.r1897363.log spam-ena-week0.r1897363.log spam-ena-week1.r1897363.log spam-ena-week2.r1897363.log spam-ena-week3.r1897363.log spam-ena-week4.r1897363.log spam-giovanni-ham.r1897363.log spam-giovanni-spammy.r1897363.log spam-giovanni-spam.r1897363.log spam-grenier.r1897363.log spam-hege.r1897363.log spam-jhardin.r1897363.log spam-llanga.r1897363.log spam-mmiroslaw-mails-ham.r1897363.log spam-mmiroslaw-mails-spam.r1897363.log spam-pds.r1897363.log s
pam-spamsponge.r1897363.log spam-thendrikx.r1897363.log spam-tsz-spam-corpus.r1897363.log
+# Using score set 0 logs for revision 1897404 from:
+# ham-darxus.r1897404.log ham-ena-week0.r1897404.log ham-ena-week1.r1897404.log ham-ena-week2.r1897404.log ham-ena-week3.r1897404.log ham-ena-week4.r1897404.log ham-giovanni-ham.r1897404.log ham-giovanni-spammy.r1897404.log ham-giovanni-spam.r1897404.log ham-grenier.r1897404.log ham-hege.r1897404.log ham-jhardin.r1897404.log ham-llanga.r1897404.log ham-mmiroslaw-mails-ham.r1897404.log ham-mmiroslaw-mails-spam.r1897404.log ham-spamsponge.r1897404.log ham-thendrikx.r1897404.log ham-tsz-spam-corpus.r1897404.log spam-darxus.r1897404.log spam-ena-week0.r1897404.log spam-ena-week1.r1897404.log spam-ena-week2.r1897404.log spam-ena-week3.r1897404.log spam-ena-week4.r1897404.log spam-giovanni-ham.r1897404.log spam-giovanni-spammy.r1897404.log spam-giovanni-spam.r1897404.log spam-grenier.r1897404.log spam-hege.r1897404.log spam-jhardin.r1897404.log spam-llanga.r1897404.log spam-mmiroslaw-mails-ham.r1897404.log spam-mmiroslaw-mails-spam.r1897404.log spam-spamsponge.r1897404.log spam-thendrikx.
r1897404.log spam-tsz-spam-corpus.r1897404.log
-score ACCT_PHISHING_MANY 2.997
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 AC_SPAMMY_URI_PATTERNS8 1.505
-score ADMITS_SPAM 2.996
+score AC_SPAMMY_URI_PATTERNS8 1.847
+score ADMITS_SPAM 2.896
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.055
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.004
-score ADVANCE_FEE_3_NEW_MONEY 1.928
-score ADVANCE_FEE_4_NEW 2.378
+score ADVANCE_FEE_3_NEW 2.497
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_3_NEW_MONEY 1.984
+score ADVANCE_FEE_4_NEW 2.498
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.596
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW 2.296
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.425
+score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score ANY_PILL_PRICE 1.900
+score ANY_PILL_PRICE 3.777
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 0.252
+score AXB_XM_FORGED_OL2600 1.068
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 0.693
-score BITCOIN_EXTORT_01 2.119
-score BITCOIN_SPAM_02 2.301
+score BITCOIN_DEADLINE 0.001 # force non-zero
+score BITCOIN_EXTORT_01 2.100
+score BITCOIN_SPAM_02 1.850
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.312
-score BITCOIN_YOUR_INFO 1.125
-score BODY_SINGLE_URI 2.314
-score BODY_SINGLE_WORD 2.433
+score BITCOIN_XPRIO 0.001
+score BITCOIN_YOUR_INFO 1.510
+score BODY_SINGLE_URI 2.295
+score BODY_SINGLE_WORD 2.452
score BOGUS_MIME_VERSION 3.496
score CANT_SEE_AD 2.497
score CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 0.377
-score EMRCP 1.384
+score DEAR_BENEFICIARY 0.432
+score EMRCP 1.280
score ENCRYPTED_MESSAGE -0.998
-score FILL_THIS_FORM 1.194
+score FILL_THIS_FORM 0.388
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 1.251
+score FONT_INVIS_HTML_NOHTML 2.997
+score FONT_INVIS_LONG_LINE 1.683
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 2.187
-score FORM_FRAUD_5 0.737
-score FOUND_YOU 2.544
+score FONT_INVIS_NORDNS 2.243
+score FORM_FRAUD_5 0.510
+score FOUND_YOU 2.595
score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 3.595
-score FROM_2_EMAILS_SHORT 0.001
-score FROM_IN_TO_AND_SUBJ 1.797
-score FROM_MISSPACED 1.997
+score FROMSPACE 3.396
+score FROM_2_EMAILS_SHORT 1.038
+score FROM_IN_TO_AND_SUBJ 1.698
+score FROM_MISSPACED 1.496
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.861
+score FROM_MISSP_FREEMAIL 1.868
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_TO_UNDISC 1.607
+score FROM_MISSP_TO_UNDISC 0.872
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_MULTI_NORDNS 0.341
+score FROM_MISSP_XPRIO 1.436
+score FROM_MULTI_NORDNS 0.353
score FROM_NTLD_LINKBAIT 1.997
-score FROM_NTLD_REPLY_FREEMAIL 1.474
+score FROM_NTLD_REPLY_FREEMAIL 1.145
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_WSP_TRAIL 2.696
@@ -71,142 +70,133 @@ score FSL_CTYPE_WIN1251 0.0
score FSL_HELO_FAKE 3.296
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 2.497
-score FUZZY_NORTON 2.434
-score FUZZY_PAYPAL 2.696
-score FUZZY_SECURITY 2.596
-score FUZZY_WALLET 2.896
-score GAPPY_LOW_CONTRAST 2.497
-score GB_FAKE_RF_SHORT 1.997
+score FUZZY_PAYPAL 2.596
+score FUZZY_SECURITY 2.697
+score GAPPY_LOW_CONTRAST 2.370
+score GB_FAKE_RF_SHORT 1.948
score GB_FREEMAIL_DISPTO 0.498
-score GOOG_REDIR_NORDNS 2.397
-score GOOG_REDIR_SHORT 3.296
-score GOOG_STO_EMAIL_PHISH 2.996
-score GOOG_STO_IMG_HTML 2.996
+score GOOG_REDIR_NORDNS 2.495
+score GOOG_REDIR_SHORT 2.996
+score GOOG_STO_EMAIL_PHISH 2.997
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
-score HDRS_LCASE_IMGONLY 0.018
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.497
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 HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.998
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
score HK_WIN 0.998
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.496
+score HOSTED_IMG_FREEM 3.497
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.829
+score HTML_ENTITY_ASCII 2.856
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 3.595
-score HTML_TEXT_INVISIBLE_STYLE 0.374
-score IMG_ONLY_FM_DOM_INFO 1.773
+score HTML_TAG_BALANCE_CENTER 3.496
+score HTML_TEXT_INVISIBLE_STYLE 0.353
+score IMG_ONLY_FM_DOM_INFO 1.946
score JH_SPAMMY_HEADERS 3.496
score LONGLN_LOW_CONTRAST 2.497
-score LONG_HEX_URI 2.039
-score LONG_IMG_URI 1.676
-score LONG_INVISIBLE_TEXT 1.439
+score LONG_HEX_URI 2.023
+score LONG_IMG_URI 1.688
+score LONG_INVISIBLE_TEXT 1.683
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
-score LOTTO_DEPT 1.859
-score MALWARE_NORDNS 0.280
-score MANY_SPAN_IN_TEXT 1.679
-score MILLION_HUNDRED 0.001
+score LOTTO_DEPT 1.883
+score MALWARE_NORDNS 0.589
+score MANY_SPAN_IN_TEXT 1.996
+score MILLION_HUNDRED 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.389
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 2.996
-score MIXED_HREF_CASE 0.903
-score MIXED_IMG_CASE 1.706
-score MONEY_ATM_CARD 0.248
+score MIXED_ES 2.643
+score MONEY_ATM_CARD 0.407
score MONEY_FORM_SHORT 2.497
-score MONEY_FRAUD_3 3.197
-score MONEY_FRAUD_5 3.190
+score MONEY_FRAUD_3 3.096
+score MONEY_FRAUD_5 3.196
score MONEY_FRAUD_8 3.396
-score MONEY_FREEMAIL_REPTO 1.603
+score MONEY_FREEMAIL_REPTO 1.555
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 1.348
-score MSGID_NOFQDN1 2.160
+score MONEY_FROM_MISSP 1.734
+score MSGID_NOFQDN1 2.147
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.917
-score NICE_REPLY_A -1.926
-score NORDNS_LOW_CONTRAST 1.889
-score NO_FM_NAME_IP_HOSTN 2.266
+score NAME_EMAIL_DIFF 1.893
+score NICE_REPLY_A -0.456
+score NORDNS_LOW_CONTRAST 1.888
+score NO_FM_NAME_IP_HOSTN 2.259
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.001
-score OBFU_BITCOIN 1.991
-score ODD_FREEM_REPTO 2.996
+score NSL_RCVD_HELO_USER 2.057
+score ODD_FREEM_REPTO 1.233
score PDS_BTC_ID 0.498
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_NAKED_TO 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.499
+score PDS_HP_HELO_NORDNS 0.498
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 3.302
+score PDS_OTHER_BAD_TLD 1.998
+score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.998
+score PDS_TO_EQ_FROM_NAME 1.807
score PHP_ORIG_SCRIPT 2.497
-score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
-score RDNS_NUM_TLD_XM 2.387
-score REPLYTO_EMPTY 2.157
+score RDNS_NUM_TLD_XM 2.277
+score REPLYTO_EMPTY 2.897
score REPTO_419_FRAUD_GM 0.001
-score RISK_FREE 2.617
-score SCRIPT_GIBBERISH 3.196
+score RISK_FREE 2.596
+score SCRIPT_GIBBERISH 3.096
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_PORN011 2.599
-score SERGIO_SUBJECT_VIAGRA01 3.689
+score SERGIO_SUBJECT_PORN011 2.223
+score SERGIO_SUBJECT_VIAGRA01 3.334
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.796
-score SHORTENER_SHORT_IMG 1.221
-score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.673
+score SHORTENED_URL_SRC 2.897
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_SHORTNER 1.998
+score STATIC_XPRIO_OLE 0.827
score SUSP_UTF8_WORD_SUBJ 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 1.142
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.991
+score TO_NAME_SUBJ_NO_RDNS 2.862
score TO_NO_BRKTS_DYNIP 0.001
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_NORDNS_HTML 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.050
score TO_NO_BRKTS_PCNT 2.497
score TUMBLR_IMG_NOT_RCVD_TUMB 1.997
score TVD_RCVD_SPACE_BRACKET 3.096
score TVD_SPACE_ENC_FM_MIME 1.997
-score UNDISC_FREEM 3.496
-score UNDISC_MONEY 3.496
+score UNDISC_FREEM 3.396
+score UNDISC_MONEY 3.396
score UNICODE_OBFU_ASC 2.497
-score URI_AZURE_CLOUDAPP 2.996
score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 1.535
-score URI_IN_URI_10 3.595
-score URI_PHISH 3.995
+score URI_GOOGLE_PROXY 2.278
+score URI_IN_URI_10 3.196
+score URI_PHISH 3.600
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.848
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.226
+score VFY_ACCT_NORDNS 2.802
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 2.487
score XM_LIGHT_HEAVY 2.497
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOU_INHERIT 1.388
+score YOU_INHERIT 1.275
+score ACCT_PHISHING_MANY 1.000
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -273,9 +263,9 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
+score GOOG_STO_IMG_HTML 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -295,7 +285,10 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
score MIME_NO_TEXT 1.000
+score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
+score MIXED_HREF_CASE 1.000
+score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
@@ -305,7 +298,7 @@ score MSGID_HDR_MALF 1.0
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
-score PDS_FROM_2_EMAILS 1.000
+score OBFU_BITCOIN 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -350,6 +343,7 @@ score UC_GIBBERISH_OBFU 1.0
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
+score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1897481&r1=1897480&r2=1897481&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jan 26 02:55:50 2022
@@ -1,67 +1,67 @@
# Using score set 1 logs for revision 1897328 from:
# ham-net-darxus.r1897328.log ham-net-ena-week0.r1897328.log ham-net-ena-week1.r1897328.log ham-net-ena-week2.r1897328.log ham-net-ena-week3.r1897328.log ham-net-ena-week4.r1897328.log ham-net-giovanni-ham.r1897328.log ham-net-giovanni-spammy.r1897328.log ham-net-giovanni-spam.r1897328.log ham-net-grenier.r1897328.log ham-net-hege.r1897328.log ham-net-jhardin.r1897328.log ham-net-llanga.r1897328.log ham-net-mmiroslaw-mails-ham.r1897328.log ham-net-mmiroslaw-mails-spam.r1897328.log ham-net-pds.r1897328.log ham-net-spamsponge.r1897328.log ham-net-thendrikx.r1897328.log spam-net-darxus.r1897328.log spam-net-ena-week0.r1897328.log spam-net-ena-week1.r1897328.log spam-net-ena-week2.r1897328.log spam-net-ena-week3.r1897328.log spam-net-ena-week4.r1897328.log spam-net-giovanni-ham.r1897328.log spam-net-giovanni-spammy.r1897328.log spam-net-giovanni-spam.r1897328.log spam-net-grenier.r1897328.log spam-net-hege.r1897328.log spam-net-jhardin.r1897328.log spam-net-llanga.r1897328.log spam-net-
mmiroslaw-mails-ham.r1897328.log spam-net-mmiroslaw-mails-spam.r1897328.log spam-net-pds.r1897328.log spam-net-spamsponge.r1897328.log spam-net-thendrikx.r1897328.log
-score ACCT_PHISHING_MANY 2.737
+score ACCT_PHISHING_MANY 2.690
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_SPAMMY_URI_PATTERNS8 0.487
-score ADMITS_SPAM 2.300
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.827
+score AC_SPAMMY_URI_PATTERNS8 2.908
+score ADMITS_SPAM 2.299
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.514
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 0.517
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.219
+score ADVANCE_FEE_3_NEW 0.729
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.040
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.723
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.956
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 1.148
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.683
-score ADVANCE_FEE_5_NEW_MONEY 0.434
+score ADVANCE_FEE_5_NEW 1.117
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.547
+score ADVANCE_FEE_5_NEW_MONEY 0.433
score AD_PREFS 0.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.145
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.999
-score BIGNUM_EMAILS_MANY 2.958
+score BIGNUM_EMAILS_FREEM 2.082
+score BIGNUM_EMAILS_MANY 2.891
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 0.001
+score BITCOIN_EXTORT_01 0.140
+score BITCOIN_MALF_HTML 0.136
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.999
-score BITCOIN_SPAM_02 0.629
+score BITCOIN_SPAM_02 0.639
score BITCOIN_SPAM_04 1.499
-score BITCOIN_SPAM_05 2.301
-score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_05 2.464
+score BITCOIN_SPAM_07 3.500
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 1.109
-score BODY_SINGLE_URI 0.677
-score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.295
-score BOGUS_MIME_VERSION 1.732
-score CK_HELO_GENERIC 0.001 # force non-zero
+score BITCOIN_YOUR_INFO 1.241
+score BODY_SINGLE_URI 0.664
+score BODY_SINGLE_WORD 0.001 # force non-zero
+score BODY_URI_ONLY 0.296
+score BOGUS_MIME_VERSION 1.830
+score CK_HELO_GENERIC 0.001
score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.966
+score DEAR_BENEFICIARY 1.108
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.157
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -1.000
-score END_FUTURE_EMAILS 0.141
-score FILL_THIS_FORM 0.719
-score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.726
-score FONT_INVIS_LONG_LINE 2.085
-score FONT_INVIS_MSGID 0.938
-score FONT_INVIS_NORDNS 0.909
+score DKIMWL_WL_HIGH -0.155
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.999
+score END_FUTURE_EMAILS 0.162
+score FILL_THIS_FORM 0.717
+score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FONT_INVIS_HTML_NOHTML 2.933
+score FONT_INVIS_LONG_LINE 2.079
+score FONT_INVIS_MSGID 0.941
+score FONT_INVIS_NORDNS 1.555
score FORGED_SPF_HELO 1.499
-score FORM_FRAUD_3 0.759
+score FORM_FRAUD_3 1.148
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 3.399
-score FROM_2_EMAILS_SHORT 1.721
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_2_EMAILS_SHORT 1.561
+score FROM_FMBLA_NEWDOM 1.500
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
@@ -69,164 +69,159 @@ score FROM_IN_TO_AND_SUBJ 1.7
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001
+score FROM_MISSP_MSFT 0.002
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.650
+score FROM_MISSP_TO_UNDISC 1.411
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_MULTI_NORDNS 1.001
-score FROM_NEWDOM_BTC 1.349
+score FROM_MULTI_NORDNS 1.000
+score FROM_NEWDOM_BTC 1.999
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.467
-score FSL_BULK_SIG 1.922
+score FROM_SUSPICIOUS_NTLD_FP 1.478
+score FSL_BULK_SIG 1.827
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.599
+score FSL_HELO_FAKE 2.600
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.199
-score FUZZY_BITCOIN 0.836
+score FUZZY_BITCOIN 1.259
score FUZZY_CLICK_HERE 2.399
-score FUZZY_NORTON 1.112
+score FUZZY_NORTON 0.783
score FUZZY_PAYPAL 2.599
-score FUZZY_SECURITY 1.684
+score FUZZY_SECURITY 1.069
score FUZZY_WALLET 2.899
score GAPPY_LOW_CONTRAST 2.499
-score GB_FAKE_RF_SHORT 0.001
+score GB_FAKE_RF_SHORT 0.014
score GB_FREEMAIL_DISPTO 0.499
-score GOOG_REDIR_NORDNS 0.978
+score GOOG_REDIR_NORDNS 0.969
score GOOG_REDIR_SHORT 3.049
-score GOOG_STO_EMAIL_PHISH 2.011
+score GOOG_STO_EMAIL_PHISH 2.553
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 1.091
-score HDRS_LCASE 0.100
+score HAS_X_OUTGOING_SPAM_STAT 0.856
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 0.559
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 0.561
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.730
+score HK_SCAM 0.028
+score HOSTED_IMG_DIRECT_MX 1.707
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 0.291
-score HTML_FONT_TINY_NORDNS 1.202
+score HTML_ENTITY_ASCII 2.192
+score HTML_FONT_TINY_NORDNS 1.000
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 0.780
-score HTML_TAG_BALANCE_CENTER 2.716
-score HTML_TEXT_INVISIBLE_FONT 1.613
-score HTML_TEXT_INVISIBLE_STYLE 1.943
+score HTML_SINGLET_MANY 0.779
+score HTML_TAG_BALANCE_CENTER 2.720
+score HTML_TEXT_INVISIBLE_FONT 1.597
+score HTML_TEXT_INVISIBLE_STYLE 1.930
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.234
+score KHOP_HELO_FCRDNS 0.397
score LONGLN_LOW_CONTRAST 2.273
score LONG_HEX_URI 0.001
-score LONG_IMG_URI 0.890
-score LONG_INVISIBLE_TEXT 1.551
-score LOTS_OF_MONEY 0.010
+score LONG_IMG_URI 0.897
+score LONG_INVISIBLE_TEXT 1.740
+score LOTS_OF_MONEY 0.009
score LOTTO_DEPT 0.001
score MALWARE_NORDNS 0.001
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.038
-score MIXED_CENTER_CASE 0.593
-score MIXED_ES 0.792
-score MIXED_HREF_CASE 1.701
-score MIXED_IMG_CASE 1.240
-score MONEY_ATM_CARD 0.494
-score MONEY_FORM_SHORT 1.067
+score MIXED_AREA_CASE 0.713
+score MIXED_CENTER_CASE 1.780
+score MIXED_ES 0.800
+score MIXED_HREF_CASE 1.456
+score MIXED_IMG_CASE 0.424
+score MONEY_ATM_CARD 0.728
+score MONEY_FORM_SHORT 1.103
score MONEY_FRAUD_3 2.699
-score MONEY_FRAUD_5 1.238
-score MONEY_FRAUD_8 2.848
-score MONEY_FREEMAIL_REPTO 0.001 # force non-zero
+score MONEY_FRAUD_5 1.236
+score MONEY_FRAUD_8 2.899
+score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_MISSP 0.001
-score MSGID_NOFQDN1 0.001
+score MSGID_NOFQDN1 0.001 # force non-zero
score MSMAIL_PRI_ABNORMAL 0.001
score NAME_EMAIL_DIFF 0.001
-score NICE_REPLY_A -0.001
+score NICE_REPLY_A -0.001 # force non-zero
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.499
-score OBFU_BITCOIN 1.732
-score ODD_FREEM_REPTO 2.187
-score PDS_BTC_ID 0.164
+score NSL_RCVD_HELO_USER 2.009
+score OBFU_BITCOIN 2.512
+score ODD_FREEM_REPTO 2.188
+score PDS_BTC_ID 0.025
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.944
-score PDS_FRNOM_TODOM_DBL_URL 1.500
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 0.490
-score PDS_FROM_NAME_TO_DOMAIN 1.496
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.283
+score PDS_FROM_NAME_TO_DOMAIN 1.715
+score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 0.926
score PDS_RDNS_DYNAMIC_FP 0.010
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TO_EQ_FROM_NAME 2.253
-score PHP_ORIG_SCRIPT 2.059
-score PHP_ORIG_SCRIPT_EVAL 2.297
-score PHP_SCRIPT 2.206
-score PP_MIME_FAKE_ASCII_TEXT 0.983
+score PDS_TO_EQ_FROM_NAME 2.703
+score PHP_ORIG_SCRIPT 2.049
+score PHP_SCRIPT 2.441
+score PP_MIME_FAKE_ASCII_TEXT 0.962
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.670
-score REPLYTO_EMPTY 3.099
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_XM 2.214
+score REPLYTO_EMPTY 3.100
score SCRIPT_GIBBERISH 2.699
score SENDGRID_REDIR 0.001
-score SERGIO_SUBJECT_PORN011 1.100
-score SERGIO_SUBJECT_VIAGRA01 4.299
+score SERGIO_SUBJECT_PORN011 1.471
+score SERGIO_SUBJECT_VIAGRA01 4.300
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.400
+score SHORTENED_URL_SRC 2.399
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.331
+score SPOOFED_FREEMAIL 1.128
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.444
-score SPOOF_GMAIL_MID 0.990
+score SPOOFED_FREEM_REPTO 1.464
+score SPOOF_GMAIL_MID 1.196
score STATIC_XPRIO_OLE 0.001
-score SUSP_UTF8_WORD_SUBJ 0.275
+score SUSP_UTF8_WORD_SUBJ 0.291
score THIS_AD 0.899
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.819
+score TO_NAME_SUBJ_NO_RDNS 2.925
score TO_NO_BRKTS_DYNIP 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.627
-score TO_NO_BRKTS_HTML_IMG 1.019
+score TO_NO_BRKTS_FROM_MSSP 1.626
+score TO_NO_BRKTS_HTML_IMG 1.029
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 0.950
-score TUMBLR_IMG_NOT_RCVD_TUMB 0.843
+score TO_NO_BRKTS_NORDNS_HTML 0.961
+score TUMBLR_IMG_NOT_RCVD_TUMB 1.999
score TVD_RCVD_SPACE_BRACKET 3.199
-score UNDISC_FREEM 3.299
-score UNDISC_MONEY 3.061
+score UNDISC_FREEM 3.300
+score UNDISC_MONEY 2.989
score UNICODE_OBFU_ASC 2.499
-score URI_AZURE_CLOUDAPP 2.207
-score URI_DOTEDU 1.874
+score URI_AZURE_CLOUDAPP 2.232
+score URI_DOTEDU 1.837
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 1.621
+score URI_GOOGLE_PROXY 1.630
score URI_IMG_WP_REDIR 2.693
score URI_IN_URI_10 3.499
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.649
-score URI_PHP_REDIR 2.939
-score URI_TRY_3LD 1.951
+score URI_PHISH 3.646
+score URI_PHP_REDIR 2.776
+score URI_TRY_3LD 1.949
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED_2 2.500
score VFY_ACCT_NORDNS 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.087
+score XM_DIGITS_ONLY 2.301
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.484
+score XM_RANDOM 2.489
score XM_RECPTID 2.999
score XPRIO 0.001
-score YOU_INHERIT 0.929
+score YOU_INHERIT 1.066
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -318,7 +313,6 @@ score LOTTO_AGENT 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_FONT_CASE 1.000
score MONERO_DEADLINE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1897481&r1=1897480&r2=1897481&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jan 26 02:55:50 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 350636 30.779% (99.717% of non-spam corpus)
-# Correctly spam: 606509 53.239% (77.009% of spam corpus)
-# False positives: 995 0.087% (0.283% of nonspam, 72125 weighted)
-# False negatives: 181073 15.895% (22.991% of spam, 389575 weighted)
-# Average score for spam: 9.3 nonspam: 0.5
-# Average for false-pos: 6.5 false-neg: 2.2
-# TOTAL: 1139213 100.00%
+# Correctly non-spam: 343677 31.861% (99.726% of non-spam corpus)
+# Correctly spam: 582246 53.978% (79.319% of spam corpus)
+# False positives: 943 0.087% (0.274% of nonspam, 65776 weighted)
+# False negatives: 151811 14.074% (20.681% of spam, 370349 weighted)
+# Average score for spam: 9.5 nonspam: 0.5
+# Average for false-pos: 6.5 false-neg: 2.4
+# TOTAL: 1078677 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43689 99.67%
-# Correctly spam: 75553 77.00%
-# False positives: 146 0.33%
-# False negatives: 22570 23.00%
-# TCR(l=50): 3.285002 SpamRecall: 76.998% SpamPrec: 99.807%
+# Correctly non-spam: 42857 99.77%
+# Correctly spam: 72577 79.29%
+# False positives: 100 0.23%
+# False negatives: 18961 20.71%
+# TCR(l=50): 3.820291 SpamRecall: 79.286% SpamPrec: 99.862%
##### 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: 342591 97.43%
-# Correctly spam: 380522 48.32%
-# False positives: 9040 2.57%
-# False negatives: 407060 51.68%
-# TCR(l=50): 0.916795 SpamRecall: 48.315% SpamPrec: 97.679%
+# Correctly non-spam: 336181 97.55%
+# Correctly spam: 361058 49.19%
+# False positives: 8439 2.45%
+# False negatives: 372999 50.81%
+# TCR(l=50): 0.923401 SpamRecall: 49.187% SpamPrec: 97.716%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 42759 97.55%
-# Correctly spam: 47226 48.13%
-# False positives: 1076 2.45%
-# False negatives: 50897 51.87%
-# TCR(l=50): 0.937209 SpamRecall: 48.129% SpamPrec: 97.772%
+# Correctly non-spam: 41959 97.68%
+# Correctly spam: 45101 49.27%
+# False positives: 998 2.32%
+# False negatives: 46437 50.73%
+# TCR(l=50): 0.950185 SpamRecall: 49.270% SpamPrec: 97.835%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1897481&r1=1897480&r2=1897481&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jan 26 02:55:50 2022
@@ -2,9 +2,9 @@
# SUMMARY for threshold 5.0:
# Correctly non-spam: 327120 48.109% (99.693% of non-spam corpus)
-# Correctly spam: 317728 46.728% (90.309% of spam corpus)
-# False positives: 1007 0.148% (0.307% of nonspam, 75743 weighted)
-# False negatives: 34096 5.014% (9.691% of spam, 62963 weighted)
+# Correctly spam: 317716 46.726% (90.305% of spam corpus)
+# False positives: 1007 0.148% (0.307% of nonspam, 75732 weighted)
+# False negatives: 34108 5.016% (9.695% of spam, 62936 weighted)
# Average score for spam: 18.3 nonspam: -0.7
# Average for false-pos: 7.0 false-neg: 1.8
# TOTAL: 679951 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40794 99.71%
-# Correctly spam: 39581 90.25%
-# False positives: 119 0.29%
-# False negatives: 4277 9.75%
-# TCR(l=50): 4.288452 SpamRecall: 90.248% SpamPrec: 99.700%
+# Correctly non-spam: 40793 99.71%
+# Correctly spam: 39587 90.26%
+# False positives: 120 0.29%
+# False negatives: 4271 9.74%
+# TCR(l=50): 4.270081 SpamRecall: 90.262% SpamPrec: 99.698%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...