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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2021/12/14 02:47:52 UTC

svn commit: r1895937 [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=1895937&r1=1895936&r2=1895937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Dec 14 02:47:52 2021
@@ -1,168 +1,167 @@
-# Using score set 0 logs for revision 1895832 from:
-# ham-darxus.r1895832.log ham-ena-week0.r1895832.log ham-ena-week1.r1895832.log ham-ena-week2.r1895832.log ham-ena-week3.r1895832.log ham-ena-week4.r1895832.log ham-giovanni-ham.r1895832.log ham-giovanni-spammy.r1895832.log ham-giovanni-spam.r1895832.log ham-grenier.r1895832.log ham-hege.r1895832.log ham-jhardin.r1895832.log ham-llanga.r1895832.log ham-mmiroslaw-mails-ham.r1895832.log ham-mmiroslaw-mails-spam.r1895832.log ham-pds.r1895832.log ham-spamsponge.r1895832.log ham-thendrikx.r1895832.log ham-tsz-spam-corpus.r1895832.log spam-darxus.r1895832.log spam-ena-week0.r1895832.log spam-ena-week1.r1895832.log spam-ena-week2.r1895832.log spam-ena-week3.r1895832.log spam-ena-week4.r1895832.log spam-giovanni-ham.r1895832.log spam-giovanni-spammy.r1895832.log spam-giovanni-spam.r1895832.log spam-grenier.r1895832.log spam-hege.r1895832.log spam-jhardin.r1895832.log spam-llanga.r1895832.log spam-mmiroslaw-mails-ham.r1895832.log spam-mmiroslaw-mails-spam.r1895832.log spam-pds.r1895832.log s
 pam-spamsponge.r1895832.log spam-thendrikx.r1895832.log spam-tsz-spam-corpus.r1895832.log
+# Using score set 0 logs for revision 1895866 from:
+# ham-darxus.r1895866.log ham-ena-week0.r1895866.log ham-ena-week1.r1895866.log ham-ena-week2.r1895866.log ham-ena-week3.r1895866.log ham-ena-week4.r1895866.log ham-giovanni-ham.r1895866.log ham-giovanni-spammy.r1895866.log ham-giovanni-spam.r1895866.log ham-grenier.r1895866.log ham-hege.r1895866.log ham-jhardin.r1895866.log ham-llanga.r1895866.log ham-mmiroslaw-mails-ham.r1895866.log ham-mmiroslaw-mails-spam.r1895866.log ham-pds.r1895866.log ham-spamsponge.r1895866.log ham-thendrikx.r1895866.log ham-tsz-spam-corpus.r1895866.log spam-darxus.r1895866.log spam-ena-week0.r1895866.log spam-ena-week1.r1895866.log spam-ena-week2.r1895866.log spam-ena-week3.r1895866.log spam-ena-week4.r1895866.log spam-giovanni-ham.r1895866.log spam-giovanni-spammy.r1895866.log spam-giovanni-spam.r1895866.log spam-grenier.r1895866.log spam-hege.r1895866.log spam-jhardin.r1895866.log spam-llanga.r1895866.log spam-mmiroslaw-mails-ham.r1895866.log spam-mmiroslaw-mails-spam.r1895866.log spam-pds.r1895866.log s
 pam-spamsponge.r1895866.log spam-thendrikx.r1895866.log spam-tsz-spam-corpus.r1895866.log
 
 score ACCT_PHISHING_MANY             2.999
 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        2.624
+score AC_HTML_NONSENSE_TAGS          2.000
 score ADMITS_SPAM                    3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY      2.013
-score ADVANCE_FEE_2_NEW_MONEY        1.594
-score ADVANCE_FEE_3_NEW              2.750
+score ADVANCE_FEE_2_NEW_FRM_MNY      2.156
+score ADVANCE_FEE_2_NEW_MONEY        1.592
+score ADVANCE_FEE_3_NEW              2.498
 score ADVANCE_FEE_3_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_3_NEW_MONEY        2.900
-score ADVANCE_FEE_4_NEW              2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY      0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY        2.899
+score ADVANCE_FEE_4_NEW              2.499
+score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
 score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW              0.350
+score ADVANCE_FEE_5_NEW              0.599
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.001
-score AD_PREFS                       0.010
+score ADVANCE_FEE_5_NEW_MONEY        0.042
+score AD_PREFS                       0.020
 score AMAZON_IMG_NOT_RCVD_AMZN       2.499
-score ANY_PILL_PRICE                 2.642
+score ANY_PILL_PRICE                 2.199
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_XM_FORGED_OL2600           2.991
+score AXB_XM_FORGED_OL2600           2.851
 score BIGNUM_EMAILS_FREEM            2.999
 score BIGNUM_EMAILS_MANY             2.999
-score BITCOIN_IMGUR                  2.473
-score BITCOIN_MALF_HTML              3.500
-score BITCOIN_SPAM_02                1.449
+score BITCOIN_IMGUR                  2.425
+score BITCOIN_MALF_HTML              3.499
+score BITCOIN_SPAM_02                2.125
 score BITCOIN_SPAM_07                3.499
 score BITCOIN_SPAM_09                1.499
 score BITCOIN_XPRIO                  1.700
 score BITCOIN_YOUR_INFO              3.000
-score BODY_SINGLE_URI                0.456
-score BODY_SINGLE_WORD               2.290
+score BODY_SINGLE_URI                0.501
+score BODY_SINGLE_WORD               2.249
 score BOGUS_MIME_VERSION             3.499
 score CK_HELO_GENERIC                0.250
-score CONTENT_AFTER_HTML             2.500
+score CONTENT_AFTER_HTML             2.499
 score CTE_8BIT_MISMATCH              0.999
-score DEAR_BENEFICIARY               0.337
-score DX_TEXT_03                     1.300
-score EMRCP                          2.599
+score DEAR_BENEFICIARY               0.178
+score DX_TEXT_03                     1.299
+score EMRCP                          2.542
 score ENCRYPTED_MESSAGE              -0.999
 score FILL_THIS_FORM                 1.799
 score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_HTML_NOHTML         2.604
-score FONT_INVIS_LONG_LINE           1.675
+score FONT_INVIS_HTML_NOHTML         2.410
+score FONT_INVIS_LONG_LINE           1.661
 score FONT_INVIS_MSGID               2.499
 score FONT_INVIS_NORDNS              0.001
-score FORM_FRAUD_5                   0.001
+score FORM_FRAUD_5                   0.001 # force non-zero
 score FOUND_YOU                      3.250
 score FREEMAIL_FORGED_FROMDOMAIN     0.250
 score FROMSPACE                      3.099
 score FROM_2_EMAILS_SHORT            0.001
 score FROM_IN_TO_AND_SUBJ            1.999
 score FROM_MISSPACED                 1.999
-score FROM_MISSP_DYNIP               2.284
-score FROM_MISSP_EH_MATCH            1.054
+score FROM_MISSP_EH_MATCH            0.001
 score FROM_MISSP_FREEMAIL            2.402
-score FROM_MISSP_MSFT                3.600
-score FROM_MISSP_PHISH               3.499
-score FROM_MISSP_TO_UNDISC           1.198
+score FROM_MISSP_MSFT                3.182
+score FROM_MISSP_PHISH               3.500
+score FROM_MISSP_TO_UNDISC           1.393
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              2.251
-score FROM_NTLD_REPLY_FREEMAIL       1.795
-score FROM_SUSPICIOUS_NTLD           0.500
+score FROM_MULTI_NORDNS              2.138
+score FROM_NTLD_REPLY_FREEMAIL       1.729
+score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        1.999
+score FROM_WSP_TRAIL                 2.400
 score FSL_CTYPE_WIN1251              0.001
 score FSL_HELO_FAKE                  3.499
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_AMAZON                   2.399
 score FUZZY_BITCOIN                  2.699
-score FUZZY_BTC_WALLET               1.340
+score FUZZY_BTC_WALLET               0.876
 score FUZZY_WALLET                   2.899
-score GAPPY_LOW_CONTRAST             1.749
+score GAPPY_LOW_CONTRAST             2.500
 score GB_FAKE_RF_SHORT               1.999
-score GB_FREEMAIL_DISPTO             0.499
-score GB_GOOG_IMG_NOT_RCVD_GOOG      2.357
-score GOOG_REDIR_NORDNS              2.596
-score GOOG_REDIR_SHORT               3.299
-score GOOG_STO_EMAIL_PHISH           3.000
-score GOOG_STO_IMG_HTML              2.804
+score GB_FREEMAIL_DISPTO             0.500
+score GB_GOOG_IMG_NOT_RCVD_GOOG      2.499
+score GOOG_REDIR_NORDNS              2.588
+score GOOG_REDIR_SHORT               3.300
+score GOOG_STO_EMAIL_PHISH           2.999
+score GOOG_STO_IMG_HTML              2.992
 score GOOG_STO_NOIMG_HTML            2.999
 score HAS_X_OUTGOING_SPAM_STAT       1.999
 score HDRS_LCASE_IMGONLY             0.100
 score HDRS_MISSP                     2.499
-score HDR_ORDER_FTSDMCXX_DIRECT      2.000
+score HDR_ORDER_FTSDMCXX_DIRECT      1.999
 score HDR_ORDER_FTSDMCXX_NORDNS      2.600
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.999
-score HK_NAME_MR_MRS                 0.999
-score HK_RANDOM_ENVFROM              0.999
+score HK_NAME_FROM                   1.000
+score HK_NAME_MR_MRS                 1.000
+score HK_RANDOM_ENVFROM              1.000
 score HK_RANDOM_FROM                 0.999
-score HK_RANDOM_REPLYTO              0.999
-score HK_SCAM                        0.358
-score HK_SPAMMY_FILENAME             2.899
+score HK_RANDOM_REPLYTO              1.000
+score HK_SCAM                        0.264
+score HK_SPAMMY_FILENAME             2.900
 score HK_WIN                         0.001
-score HOSTED_IMG_DIRECT_MX           3.500
+score HOSTED_IMG_DIRECT_MX           3.499
 score HOSTED_IMG_FREEM               3.499
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HTML_ENTITY_ASCII              2.171
-score HTML_FONT_TINY_NORDNS          1.999
-score HTML_OFF_PAGE                  2.999
-score HTML_TAG_BALANCE_CENTER        2.098
-score HTML_TEXT_INVISIBLE_STYLE      0.354
-score IMG_ONLY_FM_DOM_INFO           1.849
+score HTML_ENTITY_ASCII              2.972
+score HTML_FONT_TINY_NORDNS          2.000
+score HTML_OFF_PAGE                  3.000
+score HTML_TAG_BALANCE_CENTER        2.094
+score HTML_TEXT_INVISIBLE_STYLE      1.675
+score IMG_ONLY_FM_DOM_INFO           1.851
 score JH_SPAMMY_HEADERS              3.499
 score JH_SPAMMY_PATTERN01            2.999
 score LONGLN_LOW_CONTRAST            2.499
-score LONG_HEX_URI                   3.000
-score LONG_IMG_URI                   1.939
-score LONG_INVISIBLE_TEXT            1.437
+score LONG_HEX_URI                   2.999
+score LONG_IMG_URI                   1.797
+score LONG_INVISIBLE_TEXT            1.436
 score LOTS_OF_MONEY                  0.010
 score LOTTO_AGENT                    0.001 # force non-zero
 score LOTTO_DEPT                     1.999
-score MALWARE_NORDNS                 2.779
+score MALWARE_NORDNS                 1.763
 score MALW_ATTACH                    2.699
+score MANY_SPAN_IN_TEXT              2.399
 score MILLION_HUNDRED                0.001
 score MIMEOLE_DIRECT_TO_MX           1.999
-score MIXED_AREA_CASE                0.429
+score MIXED_AREA_CASE                2.449
 score MIXED_CENTER_CASE              2.499
 score MIXED_ES                       3.699
-score MIXED_FONT_CASE                1.807
-score MIXED_HREF_CASE                0.223
-score MIXED_IMG_CASE                 0.001
-score MONEY_ATM_CARD                 0.160
+score MIXED_FONT_CASE                2.499
+score MIXED_HREF_CASE                1.546
+score MIXED_IMG_CASE                 2.232
+score MONEY_ATM_CARD                 0.139
 score MONEY_FORM                     0.001
 score MONEY_FORM_SHORT               2.499
-score MONEY_FRAUD_3                  0.001
-score MONEY_FRAUD_5                  3.199
-score MONEY_FRAUD_8                  3.199
-score MONEY_FREEMAIL_REPTO           1.863
-score MONEY_FROM_41                  1.999
-score MONEY_FROM_MISSP               1.923
-score MSGID_NOFQDN1                  0.050
+score MONEY_FRAUD_3                  0.001 # force non-zero
+score MONEY_FRAUD_5                  3.200
+score MONEY_FRAUD_8                  3.200
+score MONEY_FREEMAIL_REPTO           1.817
+score MONEY_FROM_41                  2.000
+score MONEY_FROM_MISSP               1.726
+score MSGID_NOFQDN1                  0.052
 score MSMAIL_PRI_ABNORMAL            0.001
-score NAME_EMAIL_DIFF                2.790
-score NA_DOLLARS                     0.275
-score NICE_REPLY_A                   -3.819
+score NAME_EMAIL_DIFF                2.791
+score NA_DOLLARS                     0.324
+score NICE_REPLY_A                   -4.199
 score NORDNS_LOW_CONTRAST            1.887
-score NO_FM_NAME_IP_HOSTN            2.397
-score NSL_RCVD_FROM_USER             0.001 # force non-zero
-score NSL_RCVD_HELO_USER             0.340
-score OBFU_BITCOIN                   2.928
+score NO_FM_NAME_IP_HOSTN            2.263
+score NSL_RCVD_FROM_USER             0.001
+score NSL_RCVD_HELO_USER             0.049
+score OBFU_BITCOIN                   2.840
 score ODD_FREEM_REPTO                2.999
-score OFFER_ONLY_AMERICA             1.999
+score OFFER_ONLY_AMERICA             0.703
 score ONLINE_MKTG_CNSLT              2.599
 score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.999
 score PDS_DBL_URL_TNB_RUNON          1.999
 score PDS_FRNOM_TODOM_DBL_URL        1.499
-score PDS_FRNOM_TODOM_NAKED_TO       1.499
+score PDS_FRNOM_TODOM_NAKED_TO       1.500
 score PDS_FROM_NAME_TO_DOMAIN        1.999
 score PDS_OTHER_BAD_TLD              1.999
-score PDS_PHPEXP_BOT                 1.499
-score PDS_PHP_EVAL                   1.017
+score PDS_PHP_EVAL                   1.499
 score PDS_RDNS_DYNAMIC_FP            0.001 # force non-zero
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TO_EQ_FROM_NAME            0.415
+score PDS_TO_EQ_FROM_NAME            0.411
 score PHP_ORIG_SCRIPT                2.499
-score PHP_ORIG_SCRIPT_EVAL           2.234
+score PHP_ORIG_SCRIPT_EVAL           3.000
 score PHP_SCRIPT                     2.499
 score POSSIBLE_AMAZON_PHISH_02       3.299
 score PP_MIME_FAKE_ASCII_TEXT        0.999
@@ -170,56 +169,56 @@ score RAND_HEADER_LIST_SPOOF         2.9
 score RAND_HEADER_MANY               2.999
 score RAND_MKTG_HEADER               1.999
 score RATWARE_NO_RDNS                0.001
-score RDNS_NUM_TLD_XM                2.636
-score REPLYTO_EMPTY                  2.149
-score REPTO_419_FRAUD_GM             1.867
-score REPTO_419_FRAUD_GM_LOOSE       0.999
+score RDNS_NUM_TLD_XM                2.431
+score REPLYTO_EMPTY                  2.799
+score REPTO_419_FRAUD_GM             1.724
+score REPTO_419_FRAUD_GM_LOOSE       1.000
 score RISK_FREE                      2.599
 score SCRIPT_GIBBERISH               3.099
 score SENDGRID_REDIR                 1.499
-score SERGIO_SUBJECT_VIAGRA01        2.320
+score SERGIO_SUBJECT_VIAGRA01        3.563
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
-score SHORTENED_URL_SRC              2.699
-score SHORTENER_SHORT_IMG            1.877
+score SHORTENED_URL_SRC              2.599
+score SHORTENER_SHORT_IMG            1.435
 score SHORT_SHORTNER                 1.999
-score STATIC_XPRIO_OLE               0.001
-score STOX_BOUND_090909_B            3.099
+score STATIC_XPRIO_OLE               0.688
+score STOX_BOUND_090909_B            2.604
 score SUBJ_OBFU_LOW_CNTRST           2.499
 score THIS_AD                        1.199
 score THIS_IS_ADV_SUSP_NTLD          0.001
 score TO_EQ_FM_DIRECT_MX             0.001
-score TO_IN_SUBJ                     0.100
-score TO_NAME_SUBJ_NO_RDNS           2.662
-score TO_NO_BRKTS_DYNIP              0.001
-score TO_NO_BRKTS_FROM_MSSP          2.500
+score TO_IN_SUBJ                     0.099
+score TO_NAME_SUBJ_NO_RDNS           2.966
+score TO_NO_BRKTS_DYNIP              0.001 # force non-zero
+score TO_NO_BRKTS_FROM_MSSP          2.499
 score TO_NO_BRKTS_HTML_IMG           2.000
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_NORDNS_HTML        1.299
+score TO_NO_BRKTS_NORDNS_HTML        1.300
 score TO_NO_BRKTS_PCNT               2.499
 score TRANSFORM_LIFE                 2.499
-score TUMBLR_IMG_NOT_RCVD_TUMB       1.940
-score TVD_RCVD_SPACE_BRACKET         2.589
-score TVD_SPACE_ENC_FM_MIME          0.901
+score TUMBLR_IMG_NOT_RCVD_TUMB       1.941
+score TVD_RCVD_SPACE_BRACKET         2.648
+score TVD_SPACE_ENC_FM_MIME          1.999
 score UNDISC_FREEM                   3.599
 score UNDISC_MONEY                   3.599
 score UNICODE_OBFU_ASC               2.499
 score URI_DOTEDU                     1.999
-score URI_FIREBASEAPP                3.000
+score URI_FIREBASEAPP                2.999
 score URI_GOOGLE_PROXY               2.599
-score URI_GOOG_STO_SPAMMY            2.999
+score URI_GOOG_STO_SPAMMY            2.401
 score URI_IN_URI_10                  3.099
-score URI_PHISH                      2.300
-score URI_PHP_REDIR                  3.500
-score URI_TRY_3LD                    1.886
+score URI_PHISH                      2.184
+score URI_PHP_REDIR                  3.499
+score URI_TRY_3LD                    1.999
 score URI_WPADMIN                    2.699
 score URI_WP_DIRINDEX                3.499
 score URI_WP_HACKED_2                2.499
 score VFY_ACCT_NORDNS                2.597
 score XFER_LOTSA_MONEY               0.999
-score XM_LIGHT_HEAVY                 2.499
+score XM_LIGHT_HEAVY                 2.500
 score XM_RANDOM                      2.499
 score XM_RECPTID                     2.999
-score YOU_INHERIT                    1.216
+score YOU_INHERIT                    1.283
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -228,6 +227,7 @@ score AC_SPAMMY_URI_PATTERNS12       1.0
 score AC_SPAMMY_URI_PATTERNS2        1.000
 score AC_SPAMMY_URI_PATTERNS3        1.000
 score AC_SPAMMY_URI_PATTERNS4        1.000
+score AC_SPAMMY_URI_PATTERNS8        1.000
 score AC_SPAMMY_URI_PATTERNS9        1.000
 score ADULT_DATING_COMPANY           10.001 # force non-zero
 score ADVANCE_FEE_2_NEW_FORM         1.000
@@ -259,6 +259,7 @@ score BTC_ORG                        1.0
 score BULK_RE_SUSP_NTLD              1.000
 score CANT_SEE_AD                    1.000
 score COMMENT_GIBBERISH              1.000
+score COMPENSATION                   1.000
 score DAY_I_EARNED                   1.000
 score DOTGOV_IMAGE                   1.000
 score DYNAMIC_IMGUR                  1.000
@@ -292,7 +293,6 @@ score GOOG_STO_IMG_NOHTML            1.0
 score HAS_X_NO_RELAY                 1.000
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
-score HK_NAME_FROM                   1.000
 score HK_RCVD_IP_MULTICAST           1.000
 score HOSTED_IMG_DQ_UNSUB            1.000
 score HOSTED_IMG_MULTI               1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1895937&r1=1895936&r2=1895937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Dec 14 02:47:52 2021
@@ -7,235 +7,234 @@ score AC_DIV_BONANZA                 0.0
 score AC_FROM_MANY_DOTS              2.996
 score AC_HTML_NONSENSE_TAGS          1.997
 score ADMITS_SPAM                    2.297
-score ADVANCE_FEE_2_NEW_MONEY        0.989
-score ADVANCE_FEE_3_NEW              1.704
+score ADVANCE_FEE_2_NEW_MONEY        1.108
+score ADVANCE_FEE_3_NEW              1.698
 score ADVANCE_FEE_3_NEW_FRM_MNY      0.001
 score ADVANCE_FEE_3_NEW_MONEY        2.596
 score ADVANCE_FEE_4_NEW              2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY      0.770
+score ADVANCE_FEE_4_NEW_FRM_MNY      1.442
 score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW              1.143
+score ADVANCE_FEE_5_NEW              1.146
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        1.171
-score AD_PREFS                       0.052
+score ADVANCE_FEE_5_NEW_MONEY        1.138
+score AD_PREFS                       0.001
 score AMAZON_IMG_NOT_RCVD_AMZN       2.497
-score AXB_XMAILER_MIMEOLE_OL_024C2   1.711
-score BIGNUM_EMAILS_FREEM            0.782
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.925
+score BIGNUM_EMAILS_FREEM            1.991
 score BIGNUM_EMAILS_MANY             2.996
-score BITCOIN_MALF_HTML              3.210
-score BITCOIN_MALWARE                2.423
-score BITCOIN_SPAM_02                1.791
-score BITCOIN_SPAM_05                0.171
+score BITCOIN_MALF_HTML              3.220
+score BITCOIN_MALWARE                2.737
+score BITCOIN_SPAM_02                2.345
+score BITCOIN_SPAM_05                2.314
 score BITCOIN_SPAM_07                3.496
 score BITCOIN_SPAM_09                1.498
-score BITCOIN_XPRIO                  1.882
-score BITCOIN_YOUR_INFO              2.938
+score BITCOIN_XPRIO                  1.747
+score BITCOIN_YOUR_INFO              2.930
 score BODY_SINGLE_URI                2.086
 score BODY_SINGLE_WORD               0.001
 score BODY_URI_ONLY                  0.001
 score BOGUS_MIME_VERSION             3.496
 score CK_HELO_GENERIC                0.001
-score CONTENT_AFTER_HTML             2.497
-score CTE_8BIT_MISMATCH              0.034
-score DEAR_BENEFICIARY               1.081
+score CONTENT_AFTER_HTML             2.498
+score CTE_8BIT_MISMATCH              0.036
+score DEAR_BENEFICIARY               0.781
 score DKIMWL_BL                      2.996
-score DKIMWL_WL_HIGH                 -0.713
+score DKIMWL_WL_HIGH                 -0.716
 score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.001
 score DX_TEXT_03                     1.098
-score DYNAMIC_IMGUR                  1.822
-score END_FUTURE_EMAILS              0.315
-score FACEBOOK_IMG_NOT_RCVD_FB       0.831
+score DYNAMIC_IMGUR                  1.754
+score END_FUTURE_EMAILS              0.059
+score FACEBOOK_IMG_NOT_RCVD_FB       0.065
 score FILL_THIS_FORM                 1.595
 score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_HTML_NOHTML         2.720
-score FONT_INVIS_LONG_LINE           2.694
-score FONT_INVIS_MSGID               1.208
-score FORGED_SPF_HELO                1.398
+score FONT_INVIS_HTML_NOHTML         0.918
+score FONT_INVIS_LONG_LINE           2.643
+score FONT_INVIS_MSGID               0.931
+score FORGED_SPF_HELO                1.399
 score FORM_FRAUD                     0.999
 score FORM_FRAUD_3                   2.297
 score FORM_FRAUD_5                   0.001
-score FOUND_YOU                      3.247
+score FOUND_YOU                      3.246
 score FREEMAIL_FORGED_FROMDOMAIN     0.248
 score FROMSPACE                      2.896
-score FROM_2_EMAILS_SHORT            0.191
+score FROM_2_EMAILS_SHORT            0.006
 score FROM_BANK_NOAUTH               0.998
 score FROM_FMBLA_NEWDOM              1.498
 score FROM_FMBLA_NEWDOM14            0.998
 score FROM_FMBLA_NEWDOM28            0.798
-score FROM_GOV_DKIM_AU               -0.923
+score FROM_GOV_DKIM_AU               -0.910
 score FROM_IN_TO_AND_SUBJ            1.797
 score FROM_MISSPACED                 1.997
-score FROM_MISSP_EH_MATCH            1.985
+score FROM_MISSP_EH_MATCH            1.999
 score FROM_MISSP_FREEMAIL            0.001
-score FROM_MISSP_MSFT                2.306
-score FROM_MISSP_PHISH               0.672
+score FROM_MISSP_MSFT                3.049
+score FROM_MISSP_PHISH               2.658
 score FROM_MISSP_SPF_FAIL            0.001
-score FROM_MISSP_TO_UNDISC           1.465
-score FROM_MISSP_USER                1.660
-score FROM_MULTI_NORDNS              1.890
+score FROM_MISSP_TO_UNDISC           1.538
+score FROM_MISSP_USER                0.323
+score FROM_MULTI_NORDNS              1.891
 score FROM_NEWDOM_BTC                1.999
-score FROM_NTLD_REPLY_FREEMAIL       1.265
+score FROM_NTLD_REPLY_FREEMAIL       1.693
 score FROM_PAYPAL_SPOOF              1.597
-score FROM_SUSPICIOUS_NTLD           0.498
-score FROM_SUSPICIOUS_NTLD_FP        0.294
-score FROM_WSP_TRAIL                 2.197
-score FSL_BULK_SIG                   1.794
-score FSL_CTYPE_WIN1251              2.829
-score FSL_HELO_FAKE                  0.001
-score FSL_NEW_HELO_USER              1.999
+score FROM_SUSPICIOUS_NTLD           0.499
+score FROM_SUSPICIOUS_NTLD_FP        0.292
+score FROM_WSP_TRAIL                 2.198
+score FSL_BULK_SIG                   1.812
+score FSL_CTYPE_WIN1251              1.834
+score FSL_HELO_FAKE                  0.001 # force non-zero
+score FSL_NEW_HELO_USER              1.386
 score FUZZY_AMAZON                   2.197
-score FUZZY_BITCOIN                  0.794
-score FUZZY_BTC_WALLET               0.287
-score FUZZY_WALLET                   2.797
+score FUZZY_BITCOIN                  0.775
+score FUZZY_BTC_WALLET               0.517
+score FUZZY_WALLET                   2.796
 score GAPPY_LOW_CONTRAST             2.497
-score GB_FAKE_RF_SHORT               0.544
-score GB_FREEMAIL_DISPTO             0.498
-score GOOG_REDIR_NORDNS              2.893
+score GB_FAKE_RF_SHORT               0.536
+score GB_FREEMAIL_DISPTO             0.499
+score GOOG_REDIR_NORDNS              2.888
 score GOOG_REDIR_SHORT               3.196
 score GOOG_STO_EMAIL_PHISH           2.996
 score GOOG_STO_IMG_HTML              2.996
 score GOOG_STO_NOIMG_HTML            2.996
-score HAS_X_OUTGOING_SPAM_STAT       0.811
-score HDRS_LCASE_IMGONLY             0.099
-score HDRS_MISSP                     0.809
+score HAS_X_OUTGOING_SPAM_STAT       0.799
+score HDRS_LCASE_IMGONLY             0.098
+score HDRS_MISSP                     0.808
 score HDR_ORDER_FTSDMCXX_DIRECT      1.997
-score HDR_ORDER_FTSDMCXX_NORDNS      3.192
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
-score HELO_NO_DOMAIN                 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS      2.955
+score HEADER_FROM_DIFFERENT_DOMAINS  0.248
+score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.998
 score HK_NAME_MR_MRS                 0.998
 score HK_RANDOM_ENVFROM              0.998
-score HK_RANDOM_FROM                 0.998
+score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.001
 score HK_SCAM                        0.001
-score HK_WIN                         0.999
-score HOSTED_IMG_DIRECT_MX           2.681
+score HK_WIN                         0.998
+score HOSTED_IMG_DIRECT_MX           0.535
 score HOSTED_IMG_FREEM               3.496
 score HOSTED_IMG_MULTI_PUB_01        2.996
-score HTML_ENTITY_ASCII              2.473
-score HTML_FONT_TINY_NORDNS          1.970
+score HTML_ENTITY_ASCII              1.611
+score HTML_FONT_TINY_NORDNS          1.946
 score HTML_OFF_PAGE                  2.996
-score HTML_SINGLET_MANY              1.905
+score HTML_SINGLET_MANY              1.899
 score HTML_TAG_BALANCE_CENTER        2.681
-score HTML_TEXT_INVISIBLE_FONT       1.342
-score HTML_TEXT_INVISIBLE_STYLE      2.314
+score HTML_TEXT_INVISIBLE_FONT       1.618
+score HTML_TEXT_INVISIBLE_STYLE      2.338
 score JH_SPAMMY_HEADERS              3.496
-score KHOP_HELO_FCRDNS               0.398
-score LONGLN_LOW_CONTRAST            1.404
+score KHOP_HELO_FCRDNS               0.399
+score LONGLN_LOW_CONTRAST            1.180
 score LONG_HEX_URI                   0.001
 score LONG_IMG_URI                   0.001
-score LONG_INVISIBLE_TEXT            0.609
+score LONG_INVISIBLE_TEXT            0.893
 score LOTS_OF_MONEY                  0.010
-score LOTTO_AGENT                    0.991
-score LOTTO_DEPT                     1.252
-score MALWARE_NORDNS                 1.211
+score LOTTO_AGENT                    0.001
+score LOTTO_DEPT                     0.482
+score MALWARE_NORDNS                 1.559
 score MALW_ATTACH                    2.197
-score MILLION_HUNDRED                0.239
-score MIMEOLE_DIRECT_TO_MX           1.913
-score MIXED_AREA_CASE                1.023
-score MIXED_CENTER_CASE              0.208
+score MILLION_HUNDRED                0.325
+score MIMEOLE_DIRECT_TO_MX           1.530
+score MIXED_AREA_CASE                1.812
+score MIXED_CENTER_CASE              0.029
 score MIXED_ES                       2.595
-score MIXED_FONT_CASE                2.142
-score MIXED_HREF_CASE                1.999
-score MIXED_IMG_CASE                 1.091
-score MONEY_ATM_CARD                 0.001
+score MIXED_FONT_CASE                2.008
+score MIXED_HREF_CASE                1.719
+score MIXED_IMG_CASE                 0.848
+score MONEY_ATM_CARD                 0.231
 score MONEY_FORM                     0.001
 score MONEY_FORM_SHORT               2.497
-score MONEY_FRAUD_3                  0.247
+score MONEY_FRAUD_3                  0.130
 score MONEY_FRAUD_5                  3.099
 score MONEY_FRAUD_8                  2.996
 score MONEY_FREEMAIL_REPTO           0.001
-score MONEY_FROM_41                  1.188
-score MONEY_FROM_MISSP               1.420
+score MONEY_FROM_41                  1.311
+score MONEY_FROM_MISSP               1.530
 score MSGID_NOFQDN1                  0.001
 score MSMAIL_PRI_ABNORMAL            0.001
 score NAME_EMAIL_DIFF                2.996
-score NA_DOLLARS                     1.311
-score NICE_REPLY_A                   -4.093
-score NORDNS_LOW_CONTRAST            0.162
+score NA_DOLLARS                     1.336
+score NICE_REPLY_A                   -0.962
+score NORDNS_LOW_CONTRAST            0.161
 score NO_FM_NAME_IP_HOSTN            0.001
-score NSL_RCVD_FROM_USER             2.685
-score NSL_RCVD_HELO_USER             0.058
-score OBFU_BITCOIN                   1.837
-score OBFU_TEXT_ATTACH               0.910
-score ODD_FREEM_REPTO                2.301
-score ONLINE_MKTG_CNSLT              2.399
+score NSL_RCVD_FROM_USER             2.511
+score NSL_RCVD_HELO_USER             1.715
+score OBFU_BITCOIN                   1.439
+score OBFU_TEXT_ATTACH               0.963
+score ODD_FREEM_REPTO                2.294
+score ONLINE_MKTG_CNSLT              2.147
 score PDS_BTC_ID                     0.498
 score PDS_BTC_MSGID                  0.998
 score PDS_DBL_URL_TNB_RUNON          1.997
 score PDS_FRNOM_TODOM_DBL_URL        1.499
-score PDS_FRNOM_TODOM_NAKED_TO       1.349
-score PDS_FROM_NAME_TO_DOMAIN        1.973
+score PDS_FRNOM_TODOM_NAKED_TO       1.385
+score PDS_FROM_NAME_TO_DOMAIN        1.937
 score PDS_OTHER_BAD_TLD              1.997
-score PDS_PHPEXP_BOT                 1.498
-score PDS_PHP_EVAL                   1.183
-score PDS_RDNS_DYNAMIC_FP            0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PDS_PHP_EVAL                   1.498
+score PDS_RDNS_DYNAMIC_FP            0.008
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.998
 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TO_EQ_FROM_NAME            1.093
+score PDS_TO_EQ_FROM_NAME            1.282
 score PHP_ORIG_SCRIPT                2.497
-score PHP_ORIG_SCRIPT_EVAL           1.965
+score PHP_ORIG_SCRIPT_EVAL           2.996
 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 RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_XM                1.809
+score RDNS_NUM_TLD_XM                1.560
 score REPLYTO_EMPTY                  2.696
-score REPTO_419_FRAUD_GM             1.335
-score SCRIPT_GIBBERISH               2.596
-score SENDGRID_REDIR                 1.469
-score SERGIO_SUBJECT_VIAGRA01        0.980
+score REPTO_419_FRAUD_GM             1.322
+score SCRIPT_GIBBERISH               2.597
+score SENDGRID_REDIR                 1.467
+score SERGIO_SUBJECT_VIAGRA01        2.178
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.497
 score SHORTENED_URL_SRC              2.297
-score SHORTENER_SHORT_IMG            2.034
+score SHORTENER_SHORT_IMG            0.748
 score SHORT_SHORTNER                 1.997
-score SPOOFED_FREEMAIL               1.691
-score SPOOFED_FREEMAIL_NO_RDNS       0.001
-score SPOOFED_FREEM_REPTO            1.046
-score SPOOF_GMAIL_MID                0.631
-score STATIC_XPRIO_OLE               0.001 # force non-zero
-score STOX_BOUND_090909_B            2.319
+score SPOOFED_FREEMAIL               1.739
+score SPOOFED_FREEMAIL_NO_RDNS       0.001 # force non-zero
+score SPOOFED_FREEM_REPTO            1.039
+score SPOOF_GMAIL_MID                0.583
+score STATIC_XPRIO_OLE               0.001
+score STOX_BOUND_090909_B            0.753
 score SUBJ_OBFU_LOW_CNTRST           2.497
 score THIS_AD                        0.698
 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                     0.098
-score TO_NAME_SUBJ_NO_RDNS           2.999
-score TO_NO_BRKTS_DYNIP              0.250
+score TO_IN_SUBJ                     0.099
+score TO_NAME_SUBJ_NO_RDNS           2.676
+score TO_NO_BRKTS_DYNIP              0.243
 score TO_NO_BRKTS_FROM_MSSP          2.497
-score TO_NO_BRKTS_HTML_IMG           0.906
+score TO_NO_BRKTS_HTML_IMG           0.884
 score TO_NO_BRKTS_HTML_ONLY          1.997
 score TO_NO_BRKTS_NORDNS_HTML        0.001
-score TO_NO_BRKTS_PCNT               0.068
+score TO_NO_BRKTS_PCNT               0.114
 score TRANSFORM_LIFE                 2.497
-score TVD_RCVD_SPACE_BRACKET         2.164
-score UNDISC_FREEM                   3.096
+score TVD_RCVD_SPACE_BRACKET         1.309
+score UNDISC_FREEM                   3.097
 score UNDISC_MONEY                   3.296
 score UNICODE_OBFU_ASC               2.497
-score URI_DOTEDU                     1.997
+score URI_DOTEDU                     1.781
 score URI_FIREBASEAPP                2.996
 score URI_GOOGLE_PROXY               2.297
-score URI_GOOG_STO_SPAMMY            2.414
+score URI_GOOG_STO_SPAMMY            2.134
 score URI_IN_URI_10                  2.596
 score URI_ONLY_MSGID_MALF            1.997
-score URI_PHISH                      2.990
+score URI_PHISH                      2.992
 score URI_PHP_REDIR                  3.496
 score URI_TRY_3LD                    1.997
 score URI_WPADMIN                    2.397
-score URI_WP_DIRINDEX                2.980
-score URI_WP_HACKED                  3.497
+score URI_WP_DIRINDEX                3.075
+score URI_WP_HACKED                  3.496
 score URI_WP_HACKED_2                2.497
 score VFY_ACCT_NORDNS                2.996
 score XFER_LOTSA_MONEY               0.998
-score XM_DIGITS_ONLY                 1.835
+score XM_DIGITS_ONLY                 0.881
 score XM_LIGHT_HEAVY                 2.497
 score XM_RANDOM                      2.497
 score XM_RECPTID                     2.996
 score XPRIO                          0.001
-score YOU_INHERIT                    1.055
+score YOU_INHERIT                    1.415
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1895937&r1=1895936&r2=1895937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Dec 14 02:47:52 2021
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 312348  42.902%  (99.695% of non-spam corpus)
-# Correctly spam:     315269  43.303%  (76.015% of spam corpus)
-# False positives:       955  0.131%  (0.305% of nonspam,  39522 weighted)
-# False negatives:     99478  13.664%  (23.985% of spam, 165345 weighted)
-# Average score for spam:  8.6    nonspam: 0.5
-# Average for false-pos:   6.3  false-neg: 1.7
-# TOTAL:              728050  100.00%
+# Correctly non-spam: 313610  43.206%  (99.723% of non-spam corpus)
+# Correctly spam:     305838  42.135%  (74.346% of spam corpus)
+# False positives:       871  0.120%  (0.277% of nonspam,  36397 weighted)
+# False negatives:    105534  14.539%  (25.654% of spam, 201430 weighted)
+# Average score for spam:  8.7    nonspam: 0.4
+# Average for false-pos:   6.4  false-neg: 1.9
+# TOTAL:              725853  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  38951  99.66%
-# Correctly spam:      39315  76.06%
-# False positives:       131  0.34%
-# False negatives:     12373  23.94%
-# TCR(l=50): 2.731491  SpamRecall: 76.062%  SpamPrec: 99.668%
+# Correctly non-spam:  39097  99.69%
+# Correctly spam:      39075  76.19%
+# False positives:       121  0.31%
+# False negatives:     12211  23.81%
+# TCR(l=50): 2.808499  SpamRecall: 76.190%  SpamPrec: 99.691%
 
 ##### 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: 303641  96.92%
-# Correctly spam:     216639  52.23%
-# False positives:      9662  3.08%
-# False negatives:    198108  47.77%
-# TCR(l=50): 0.608840  SpamRecall: 52.234%  SpamPrec: 95.730%
+# Correctly non-spam: 305228  97.06%
+# Correctly spam:     215789  52.46%
+# False positives:      9253  2.94%
+# False negatives:    195583  47.54%
+# TCR(l=50): 0.624964  SpamRecall: 52.456%  SpamPrec: 95.888%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  37855  96.86%
-# Correctly spam:      26987  52.21%
-# False positives:      1227  3.14%
-# False negatives:     24701  47.79%
-# TCR(l=50): 0.600667  SpamRecall: 52.211%  SpamPrec: 95.651%
+# Correctly non-spam:  38077  97.09%
+# Correctly spam:      26904  52.46%
+# False positives:      1141  2.91%
+# False negatives:     24382  47.54%
+# TCR(l=50): 0.629802  SpamRecall: 52.459%  SpamPrec: 95.932%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1895937&r1=1895936&r2=1895937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Dec 14 02:47:52 2021
@@ -1,11 +1,11 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 302472  57.421%  (99.698% of non-spam corpus)
-# Correctly spam:     182984  34.738%  (81.919% of spam corpus)
-# False positives:       917  0.174%  (0.302% of nonspam,  47998 weighted)
-# False negatives:     40389  7.667%  (18.081% of spam,  71936 weighted)
-# Average score for spam:  16.9    nonspam: -1.0
+# Correctly non-spam: 302484  57.423%  (99.702% of non-spam corpus)
+# Correctly spam:     182951  34.731%  (81.904% of spam corpus)
+# False positives:       905  0.172%  (0.298% of nonspam,  47531 weighted)
+# False negatives:     40422  7.674%  (18.096% of spam,  72035 weighted)
+# Average score for spam:  17.0    nonspam: -0.9
 # Average for false-pos:   7.1  false-neg: 1.8
 # TOTAL:              526762  100.00%
 
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  37766  99.73%
-# Correctly spam:      22920  81.97%
+# Correctly spam:      22918  81.96%
 # False positives:       101  0.27%
-# False negatives:      5042  18.03%
-# TCR(l=50): 2.770709  SpamRecall: 81.968%  SpamPrec: 99.561%
+# False negatives:      5044  18.04%
+# TCR(l=50): 2.770160  SpamRecall: 81.961%  SpamPrec: 99.561%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...