Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1902052&r1=1902051&r2=1902052&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jun 19 02:42:24 2022
@@ -1,223 +1,233 @@
-# Using score set 1 logs for revision 1901821 from:
-# ham-net-darxus.r1901821.log ham-net-ena-week0.r1901821.log ham-net-ena-week1.r1901821.log ham-net-ena-week2.r1901821.log ham-net-ena-week3.r1901821.log ham-net-ena-week4.r1901821.log ham-net-giovanni-ham.r1901821.log ham-net-giovanni-spammy.r1901821.log ham-net-giovanni-spam.r1901821.log ham-net-grenier.r1901821.log ham-net-hege.r1901821.log ham-net-jhardin.r1901821.log ham-net-llanga.r1901821.log ham-net-mmiroslaw-mails-ham.r1901821.log ham-net-mmiroslaw-mails-spam.r1901821.log ham-net-spamsponge.r1901821.log ham-net-thendrikx.r1901821.log ham-net-tsz-spam-corpus.r1901821.log spam-net-darxus.r1901821.log spam-net-ena-week0.r1901821.log spam-net-ena-week1.r1901821.log spam-net-ena-week2.r1901821.log spam-net-ena-week3.r1901821.log spam-net-ena-week4.r1901821.log spam-net-giovanni-ham.r1901821.log spam-net-giovanni-spammy.r1901821.log spam-net-giovanni-spam.r1901821.log spam-net-grenier.r1901821.log spam-net-hege.r1901821.log spam-net-jhardin.r1901821.log spam-net-llanga.r1901821.l
og spam-net-mmiroslaw-mails-ham.r1901821.log spam-net-mmiroslaw-mails-spam.r1901821.log spam-net-spamsponge.r1901821.log spam-net-thendrikx.r1901821.log spam-net-tsz-spam-corpus.r1901821.log
+# Using score set 1 logs for revision 1902033 from:
+# ham-net-darxus.r1902033.log ham-net-ena-week0.r1902033.log ham-net-ena-week1.r1902033.log ham-net-ena-week2.r1902033.log ham-net-ena-week3.r1902033.log ham-net-ena-week4.r1902033.log ham-net-giovanni-ham.r1902033.log ham-net-giovanni-spammy.r1902033.log ham-net-giovanni-spam.r1902033.log ham-net-hege.r1902033.log ham-net-jhardin.r1902033.log ham-net-llanga.r1902033.log ham-net-mmiroslaw-mails-ham.r1902033.log ham-net-mmiroslaw-mails-spam.r1902033.log ham-net-spamsponge.r1902033.log ham-net-thendrikx.r1902033.log ham-net-tsz-spam-corpus.r1902033.log spam-net-darxus.r1902033.log spam-net-ena-week0.r1902033.log spam-net-ena-week1.r1902033.log spam-net-ena-week2.r1902033.log spam-net-ena-week3.r1902033.log spam-net-ena-week4.r1902033.log spam-net-giovanni-ham.r1902033.log spam-net-giovanni-spammy.r1902033.log spam-net-giovanni-spam.r1902033.log spam-net-hege.r1902033.log spam-net-jhardin.r1902033.log spam-net-llanga.r1902033.log spam-net-mmiroslaw-mails-ham.r1902033.log spam-net-mmiro
slaw-mails-spam.r1902033.log spam-net-spamsponge.r1902033.log spam-net-thendrikx.r1902033.log spam-net-tsz-spam-corpus.r1902033.log
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 2.896
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.811
+score ADMITS_SPAM 2.996
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.427
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.767
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.602
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.197
+score ADVANCE_FEE_4_NEW 2.297
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.696
-score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW 1.012
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
-score AMAZON_IMG_NOT_RCVD_AMZN 1.965
-score APOSTROPHE_TOCC 0.998
+score AMAZON_IMG_NOT_RCVD_AMZN 0.691
+score APOSTROPHE_TOCC 0.420
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.662
-score BITCOIN_EXTORT_01 3.524
+score BIGNUM_EMAILS_FREEM 2.963
+score BITCOIN_DEADLINE 2.996
+score BITCOIN_EXTORT_01 3.393
score BITCOIN_MALF_HTML 3.496
-score BITCOIN_MALWARE 3.496
+score BITCOIN_MALWARE 2.672
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_01 2.497
-score BITCOIN_SPAM_02 1.439
-score BITCOIN_SPAM_03 2.435
-score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_09 0.973
-score BITCOIN_XPRIO 0.712
-score BITCOIN_YOUR_INFO 2.063
-score BODY_EMAIL_419_FRAUD_GM 2.497
+score BITCOIN_PAY_ME 1.573
+score BITCOIN_SPAM_01 1.153
+score BITCOIN_SPAM_02 1.832
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_05 0.737
+score BITCOIN_SPAM_09 1.102
+score BITCOIN_XPRIO 0.037
+score BITCOIN_YOUR_INFO 1.836
+score BODY_EMAIL_419_FRAUD_GM 0.148
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.925
-score BOGUS_MSM_HDRS 1.076
-score CONTENT_AFTER_HTML 2.497
+score BODY_URI_ONLY 0.995
+score BOGUS_MSM_HDRS 1.741
+score CONTENT_AFTER_HTML 2.402
score CONTENT_AFTER_HTML_WEAK 1.498
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
score DKIMWL_WL_HIGH -0.571
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.775
score DX_TEXT_03 1.398
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -0.998
score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FONT_INVIS_LONG_LINE 2.498
score FONT_INVIS_MSGID 0.001
+score FONT_INVIS_NORDNS 1.163
score FONT_INVIS_POSTEXTRAS 2.181
-score FORGED_SPF_HELO 0.001
+score FORGED_SPF_HELO 0.103
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 2.498
+score FORM_FRAUD_3 2.497
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_2_EMAILS_SHORT 2.214
+score FROM_2_EMAILS_SHORT 2.850
score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM 0.300
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.380
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.169
-score FROM_GOV_SPOOF 0.998
+score FROM_GOV_DKIM_AU -0.407
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.197
-score FROM_MISSP_EH_MATCH 0.600
+score FROM_MISSP_DYNIP 1.149
+score FROM_MISSP_EH_MATCH 0.665
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_SPF_FAIL 0.274
+score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_TO_UNDISC 0.001
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MULTI_NORDNS 1.892
+score FROM_MISSP_USER 0.001
+score FROM_MULTI_NORDNS 0.983
score FROM_NTLD_LINKBAIT 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.701
-score FROM_PAYPAL_SPOOF 0.250
+score FROM_NTLD_REPLY_FREEMAIL 0.495
+score FROM_PAYPAL_SPOOF 0.284
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.188
+score FUZZY_AMAZON 2.297
score GB_BITCOIN_CP 2.996
+score GB_BITCOIN_NH 2.031
score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.450
-score GB_HASHBL_BTC 1.775
+score GB_FREEMAIL_DISPTO 0.451
+score GB_HASHBL_BTC 1.215
score GB_URI_FLEEK_STO_HTM 0.998
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 3.124
+score GOOG_REDIR_NORDNS 3.103
score GOOG_STO_EMAIL_PHISH 2.996
-score GOOG_STO_IMG_NOHTML 2.497
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.812
+score HDRS_LCASE_IMGONLY 0.098
+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 HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.001
-score HK_NAME_MR_MRS 0.001
+score HK_NAME_MR_MRS 0.400
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 2.030
+score HOSTED_IMG_FREEM 2.636
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.997
+score HTML_ENTITY_ASCII 2.996
score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.984
-score HTML_TAG_BALANCE_CENTER 2.896
+score HTML_SINGLET_MANY 1.612
+score HTML_TAG_BALANCE_CENTER 3.196
score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.692
+score HTML_TEXT_INVISIBLE_STYLE 2.703
score JH_SPAMMY_HEADERS 3.496
-score JH_SPAMMY_PATTERN01 0.281
+score JH_SPAMMY_PATTERN01 2.837
score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 2.497
-score LONG_HEX_URI 1.513
-score LONG_IMG_URI 0.942
-score LONG_INVISIBLE_TEXT 0.856
+score LONGLN_LOW_CONTRAST 2.498
+score LONG_HEX_URI 1.511
+score LONG_IMG_URI 2.662
+score LONG_INVISIBLE_TEXT 0.703
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
-score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 1.891
-score MALW_ATTACH 2.297
-score MANY_SPAN_IN_TEXT 1.139
+score LOTTO_DEPT 0.581
+score MALFORMED_FREEMAIL 1.751
+score MALW_ATTACH 2.197
+score MANY_SPAN_IN_TEXT 2.356
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.898
+score MIXED_ES 1.720
+score MIXED_FONT_CASE 0.395
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.027
+score MONEY_FRAUD_3 0.536
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.985
+score MONEY_FREEMAIL_REPTO 1.981
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MSGID_HDR_MALF 3.496
-score MSMAIL_PRI_ABNORMAL 1.459
-score MSM_PRIO_REPTO 2.499
-score NAME_EMAIL_DIFF 0.731
-score NICE_REPLY_A -1.794
-score NORDNS_LOW_CONTRAST 1.079
+score MSMAIL_PRI_ABNORMAL 0.753
+score MSM_PRIO_REPTO 2.383
+score NAME_EMAIL_DIFF 1.062
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 1.226
score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.385
-score NUMBEREND_LINKBAIT 0.687
-score ODD_FREEM_REPTO 2.544
-score PDS_BTC_ID 0.498
+score NSL_RCVD_HELO_USER 2.362
+score NUMBEREND_LINKBAIT 0.500
+score ODD_FREEM_REPTO 2.634
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_HELO_SPF_FAIL 0.001
+score PDS_FROM_2_EMAILS 3.496
+score PDS_HELO_SPF_FAIL 1.759
score PDS_OTHER_BAD_TLD 1.997
-score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PHP_ORIG_SCRIPT 2.110
+score PDS_TINYSUBJ_URISHRT 0.033
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PHISHING_FREEMAIL 2.297
+score PHP_ORIG_SCRIPT 2.059
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.770
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.678
-score REPTO_419_FRAUD_GM 2.996
+score RATWARE_NO_RDNS 2.706
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 1.264
+score READY_TO_SHIP 1.248
+score REPTO_419_FRAUD_GM 2.057
score REPTO_419_FRAUD_GM_LOOSE 0.998
score REPTO_INFONUMSCOM 2.996
-score RISK_FREE 0.298
+score RISK_FREE 0.133
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.690
+score SCC_BODY_URI_ONLY 2.696
score SCC_CANSPAM_2 2.596
-score SCC_ISEMM_LID_1 1.878
+score SCC_ISEMM_LID_1 1.963
+score SCC_SPAMMERMID4 0.998
score SCC_THREE_WORD_MONTY 3.096
-score SCRIPT_GIBBERISH 2.896
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 3.338
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.085
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 3.658
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.460
+score SHORTENED_URL_SRC 2.197
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.499
-score SHORT_SHORTNER 1.998
+score SHORTENER_SHORT_SUBJ 2.968
+score SHORT_IMG_SUSP_NTLD 0.564
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.498
-score THIS_AD 1.099
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.454
+score THIS_AD 1.098
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.484
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.998
-score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.202
score TO_NO_BRKTS_PCNT 2.497
-score TVD_LONG_WORD5 2.896
-score TVD_RCVD_SPACE_BRACKET 1.579
-score UNDISC_FREEM 2.266
-score UNDISC_MONEY 0.743
-score UPPERCASE_URI 2.149
-score URI_DOTEDU 1.684
+score TVD_LONG_WORD5 0.001
+score TVD_RCVD_SPACE_BRACKET 0.413
+score UNDISC_FREEM 2.195
+score UNDISC_MONEY 2.010
+score UNICODE_OBFU_ASC 2.497
+score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 1.778
-score URI_OBFU_DOM 2.298
-score URI_ONLY_MSGID_MALF 1.235
-score URI_PHISH 2.377
-score URI_PHP_REDIR 3.169
-score URI_TRY_3LD 0.151
+score URI_GOOGLE_PROXY 2.596
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_OBFU_DOM 2.297
+score URI_ONLY_MSGID_MALF 1.156
+score URI_PHISH 3.388
+score URI_PHP_REDIR 3.182
+score URI_TRY_3LD 1.402
score URI_WPADMIN 2.197
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score WORD_INVIS_MANY 2.997
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.567
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.544
+score XM_DIGITS_ONLY 0.219
score XM_RANDOM 2.497
score XM_RECPTID 2.996
+score XM_UC_ONLY 0.905
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.248
score YOU_INHERIT 2.197
@@ -238,11 +248,9 @@ score APP_DEVELOPMENT_NORDNS 1.0
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
-score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 1.000
@@ -270,14 +278,13 @@ score FBI_MONEY 1.0
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
-score FONT_INVIS_LONG_LINE 1.000
-score FONT_INVIS_NORDNS 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
+score FROM_GOV_SPOOF 1.000
score FROM_MISSP_PHISH 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
@@ -294,6 +301,7 @@ score GOOG_MALWARE_DNLD 1.0
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 HAS_X_OUTGOING_SPAM_STAT 1.000
score HEXHASH_WORD 1.000
@@ -316,7 +324,6 @@ score MALWARE_PASSWORD 1.0
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_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
@@ -324,6 +331,7 @@ score MONERO_EXTORT_01 1.0
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
+score MSGID_HDR_MALF 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
@@ -369,7 +377,6 @@ score TO_EQ_FM_DIRECT_MX 1.0
score TO_IN_SUBJ 0.100
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
-score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
@@ -377,7 +384,6 @@ score URI_AZURE_CLOUDAPP 1.0
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
-score URI_GOOG_STO_SPAMMY 3.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1902052&r1=1902051&r2=1902052&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jun 19 02:42:24 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 351211 50.037% (99.688% of non-spam corpus)
-# Correctly spam: 265588 37.838% (75.969% of spam corpus)
-# False positives: 1098 0.156% (0.312% of nonspam, 33555 weighted)
-# False negatives: 84011 11.969% (24.031% of spam, 166166 weighted)
-# Average score for spam: 12.3 nonspam: 0.4
-# Average for false-pos: 6.2 false-neg: 2.0
-# TOTAL: 701908 100.00%
+# Correctly non-spam: 351205 50.036% (99.687% of non-spam corpus)
+# Correctly spam: 266106 37.912% (76.119% of spam corpus)
+# False positives: 1104 0.157% (0.313% of nonspam, 33516 weighted)
+# False negatives: 83487 11.894% (23.881% of spam, 163277 weighted)
+# Average score for spam: 12.2 nonspam: 0.4
+# Average for false-pos: 6.1 false-neg: 2.0
+# TOTAL: 701902 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43785 99.67%
-# Correctly spam: 33178 76.13%
-# False positives: 147 0.33%
-# False negatives: 10402 23.87%
-# TCR(l=50): 2.454935 SpamRecall: 76.131% SpamPrec: 99.559%
+# Correctly non-spam: 43788 99.67%
+# Correctly spam: 33171 76.12%
+# False positives: 144 0.33%
+# False negatives: 10409 23.88%
+# TCR(l=50): 2.474871 SpamRecall: 76.115% SpamPrec: 99.568%
##### 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: 343043 97.37%
-# Correctly spam: 250922 71.77%
+# Correctly spam: 250901 71.77%
# False positives: 9266 2.63%
-# False negatives: 98677 28.23%
-# TCR(l=50): 0.622088 SpamRecall: 71.774% SpamPrec: 96.439%
+# False negatives: 98692 28.23%
+# TCR(l=50): 0.622060 SpamRecall: 71.769% SpamPrec: 96.438%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 42756 97.32%
-# Correctly spam: 31278 71.77%
+# Correctly spam: 31316 71.86%
# False positives: 1176 2.68%
-# False negatives: 12302 28.23%
-# TCR(l=50): 0.612922 SpamRecall: 71.771% SpamPrec: 96.376%
+# False negatives: 12264 28.14%
+# TCR(l=50): 0.613250 SpamRecall: 71.859% SpamPrec: 96.381%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1902052&r1=1902051&r2=1902052&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jun 19 02:42:24 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 343990 48.662% (99.490% of non-spam corpus)
-# Correctly spam: 311857 44.116% (86.353% of spam corpus)
-# False positives: 1765 0.250% (0.510% of nonspam, 124712 weighted)
-# False negatives: 49283 6.972% (13.647% of spam, 103400 weighted)
-# Average score for spam: 18.8 nonspam: -0.8
-# Average for false-pos: 6.8 false-neg: 2.1
-# TOTAL: 706895 100.00%
+# Correctly non-spam: 353260 50.008% (99.547% of non-spam corpus)
+# Correctly spam: 297055 42.052% (84.502% of spam corpus)
+# False positives: 1607 0.227% (0.453% of nonspam, 109995 weighted)
+# False negatives: 54481 7.712% (15.498% of spam, 121209 weighted)
+# Average score for spam: 20.2 nonspam: -0.7
+# Average for false-pos: 6.9 false-neg: 2.2
+# TOTAL: 706403 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 42888 99.50%
-# Correctly spam: 38970 86.65%
-# False positives: 215 0.50%
-# False negatives: 6002 13.35%
-# TCR(l=50): 2.684575 SpamRecall: 86.654% SpamPrec: 99.451%
+# Correctly non-spam: 44047 99.58%
+# Correctly spam: 36959 84.34%
+# False positives: 185 0.42%
+# False negatives: 6863 15.66%
+# TCR(l=50): 2.719667 SpamRecall: 84.339% SpamPrec: 99.502%
##### 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: 344198 99.55%
-# Correctly spam: 265819 73.61%
-# False positives: 1557 0.45%
-# False negatives: 95321 26.39%
-# TCR(l=50): 2.085453 SpamRecall: 73.606% SpamPrec: 99.418%
+# Correctly non-spam: 353469 99.61%
+# Correctly spam: 251473 71.54%
+# False positives: 1398 0.39%
+# False negatives: 100063 28.46%
+# TCR(l=50): 2.068309 SpamRecall: 71.535% SpamPrec: 99.447%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 42896 99.52%
-# Correctly spam: 33213 73.85%
-# False positives: 207 0.48%
-# False negatives: 11759 26.15%
-# TCR(l=50): 2.034104 SpamRecall: 73.853% SpamPrec: 99.381%
+# Correctly non-spam: 44062 99.62%
+# Correctly spam: 31290 71.40%
+# False positives: 170 0.38%
+# False negatives: 12532 28.60%
+# TCR(l=50): 2.083587 SpamRecall: 71.402% SpamPrec: 99.460%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1902052&r1=1902051&r2=1902052&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jun 19 02:42:24 2022
@@ -1,223 +1,233 @@
-# Using score set 1 logs for revision 1901821 from:
-# ham-net-darxus.r1901821.log ham-net-ena-week0.r1901821.log ham-net-ena-week1.r1901821.log ham-net-ena-week2.r1901821.log ham-net-ena-week3.r1901821.log ham-net-ena-week4.r1901821.log ham-net-giovanni-ham.r1901821.log ham-net-giovanni-spammy.r1901821.log ham-net-giovanni-spam.r1901821.log ham-net-grenier.r1901821.log ham-net-hege.r1901821.log ham-net-jhardin.r1901821.log ham-net-llanga.r1901821.log ham-net-mmiroslaw-mails-ham.r1901821.log ham-net-mmiroslaw-mails-spam.r1901821.log ham-net-spamsponge.r1901821.log ham-net-thendrikx.r1901821.log ham-net-tsz-spam-corpus.r1901821.log spam-net-darxus.r1901821.log spam-net-ena-week0.r1901821.log spam-net-ena-week1.r1901821.log spam-net-ena-week2.r1901821.log spam-net-ena-week3.r1901821.log spam-net-ena-week4.r1901821.log spam-net-giovanni-ham.r1901821.log spam-net-giovanni-spammy.r1901821.log spam-net-giovanni-spam.r1901821.log spam-net-grenier.r1901821.log spam-net-hege.r1901821.log spam-net-jhardin.r1901821.log spam-net-llanga.r1901821.l
og spam-net-mmiroslaw-mails-ham.r1901821.log spam-net-mmiroslaw-mails-spam.r1901821.log spam-net-spamsponge.r1901821.log spam-net-thendrikx.r1901821.log spam-net-tsz-spam-corpus.r1901821.log
+# Using score set 1 logs for revision 1902033 from:
+# ham-net-darxus.r1902033.log ham-net-ena-week0.r1902033.log ham-net-ena-week1.r1902033.log ham-net-ena-week2.r1902033.log ham-net-ena-week3.r1902033.log ham-net-ena-week4.r1902033.log ham-net-giovanni-ham.r1902033.log ham-net-giovanni-spammy.r1902033.log ham-net-giovanni-spam.r1902033.log ham-net-hege.r1902033.log ham-net-jhardin.r1902033.log ham-net-llanga.r1902033.log ham-net-mmiroslaw-mails-ham.r1902033.log ham-net-mmiroslaw-mails-spam.r1902033.log ham-net-spamsponge.r1902033.log ham-net-thendrikx.r1902033.log ham-net-tsz-spam-corpus.r1902033.log spam-net-darxus.r1902033.log spam-net-ena-week0.r1902033.log spam-net-ena-week1.r1902033.log spam-net-ena-week2.r1902033.log spam-net-ena-week3.r1902033.log spam-net-ena-week4.r1902033.log spam-net-giovanni-ham.r1902033.log spam-net-giovanni-spammy.r1902033.log spam-net-giovanni-spam.r1902033.log spam-net-hege.r1902033.log spam-net-jhardin.r1902033.log spam-net-llanga.r1902033.log spam-net-mmiroslaw-mails-ham.r1902033.log spam-net-mmiro
slaw-mails-spam.r1902033.log spam-net-spamsponge.r1902033.log spam-net-thendrikx.r1902033.log spam-net-tsz-spam-corpus.r1902033.log
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 2.896
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.811
+score ADMITS_SPAM 2.996
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.427
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.767
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.602
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.197
+score ADVANCE_FEE_4_NEW 2.297
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.696
-score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW 1.012
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
-score AMAZON_IMG_NOT_RCVD_AMZN 1.965
-score APOSTROPHE_TOCC 0.998
+score AMAZON_IMG_NOT_RCVD_AMZN 0.691
+score APOSTROPHE_TOCC 0.420
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.662
-score BITCOIN_EXTORT_01 3.524
+score BIGNUM_EMAILS_FREEM 2.963
+score BITCOIN_DEADLINE 2.996
+score BITCOIN_EXTORT_01 3.393
score BITCOIN_MALF_HTML 3.496
-score BITCOIN_MALWARE 3.496
+score BITCOIN_MALWARE 2.672
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_01 2.497
-score BITCOIN_SPAM_02 1.439
-score BITCOIN_SPAM_03 2.435
-score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_09 0.973
-score BITCOIN_XPRIO 0.712
-score BITCOIN_YOUR_INFO 2.063
-score BODY_EMAIL_419_FRAUD_GM 2.497
+score BITCOIN_PAY_ME 1.573
+score BITCOIN_SPAM_01 1.153
+score BITCOIN_SPAM_02 1.832
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_05 0.737
+score BITCOIN_SPAM_09 1.102
+score BITCOIN_XPRIO 0.037
+score BITCOIN_YOUR_INFO 1.836
+score BODY_EMAIL_419_FRAUD_GM 0.148
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.925
-score BOGUS_MSM_HDRS 1.076
-score CONTENT_AFTER_HTML 2.497
+score BODY_URI_ONLY 0.995
+score BOGUS_MSM_HDRS 1.741
+score CONTENT_AFTER_HTML 2.402
score CONTENT_AFTER_HTML_WEAK 1.498
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
score DKIMWL_WL_HIGH -0.571
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.775
score DX_TEXT_03 1.398
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -0.998
score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FONT_INVIS_LONG_LINE 2.498
score FONT_INVIS_MSGID 0.001
+score FONT_INVIS_NORDNS 1.163
score FONT_INVIS_POSTEXTRAS 2.181
-score FORGED_SPF_HELO 0.001
+score FORGED_SPF_HELO 0.103
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 2.498
+score FORM_FRAUD_3 2.497
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_2_EMAILS_SHORT 2.214
+score FROM_2_EMAILS_SHORT 2.850
score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM 0.300
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.380
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.169
-score FROM_GOV_SPOOF 0.998
+score FROM_GOV_DKIM_AU -0.407
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.197
-score FROM_MISSP_EH_MATCH 0.600
+score FROM_MISSP_DYNIP 1.149
+score FROM_MISSP_EH_MATCH 0.665
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_SPF_FAIL 0.274
+score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_TO_UNDISC 0.001
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MULTI_NORDNS 1.892
+score FROM_MISSP_USER 0.001
+score FROM_MULTI_NORDNS 0.983
score FROM_NTLD_LINKBAIT 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.701
-score FROM_PAYPAL_SPOOF 0.250
+score FROM_NTLD_REPLY_FREEMAIL 0.495
+score FROM_PAYPAL_SPOOF 0.284
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.188
+score FUZZY_AMAZON 2.297
score GB_BITCOIN_CP 2.996
+score GB_BITCOIN_NH 2.031
score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.450
-score GB_HASHBL_BTC 1.775
+score GB_FREEMAIL_DISPTO 0.451
+score GB_HASHBL_BTC 1.215
score GB_URI_FLEEK_STO_HTM 0.998
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 3.124
+score GOOG_REDIR_NORDNS 3.103
score GOOG_STO_EMAIL_PHISH 2.996
-score GOOG_STO_IMG_NOHTML 2.497
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.812
+score HDRS_LCASE_IMGONLY 0.098
+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 HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.001
-score HK_NAME_MR_MRS 0.001
+score HK_NAME_MR_MRS 0.400
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 2.030
+score HOSTED_IMG_FREEM 2.636
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.997
+score HTML_ENTITY_ASCII 2.996
score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.984
-score HTML_TAG_BALANCE_CENTER 2.896
+score HTML_SINGLET_MANY 1.612
+score HTML_TAG_BALANCE_CENTER 3.196
score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.692
+score HTML_TEXT_INVISIBLE_STYLE 2.703
score JH_SPAMMY_HEADERS 3.496
-score JH_SPAMMY_PATTERN01 0.281
+score JH_SPAMMY_PATTERN01 2.837
score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 2.497
-score LONG_HEX_URI 1.513
-score LONG_IMG_URI 0.942
-score LONG_INVISIBLE_TEXT 0.856
+score LONGLN_LOW_CONTRAST 2.498
+score LONG_HEX_URI 1.511
+score LONG_IMG_URI 2.662
+score LONG_INVISIBLE_TEXT 0.703
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
-score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 1.891
-score MALW_ATTACH 2.297
-score MANY_SPAN_IN_TEXT 1.139
+score LOTTO_DEPT 0.581
+score MALFORMED_FREEMAIL 1.751
+score MALW_ATTACH 2.197
+score MANY_SPAN_IN_TEXT 2.356
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.898
+score MIXED_ES 1.720
+score MIXED_FONT_CASE 0.395
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.027
+score MONEY_FRAUD_3 0.536
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.985
+score MONEY_FREEMAIL_REPTO 1.981
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MSGID_HDR_MALF 3.496
-score MSMAIL_PRI_ABNORMAL 1.459
-score MSM_PRIO_REPTO 2.499
-score NAME_EMAIL_DIFF 0.731
-score NICE_REPLY_A -1.794
-score NORDNS_LOW_CONTRAST 1.079
+score MSMAIL_PRI_ABNORMAL 0.753
+score MSM_PRIO_REPTO 2.383
+score NAME_EMAIL_DIFF 1.062
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 1.226
score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.385
-score NUMBEREND_LINKBAIT 0.687
-score ODD_FREEM_REPTO 2.544
-score PDS_BTC_ID 0.498
+score NSL_RCVD_HELO_USER 2.362
+score NUMBEREND_LINKBAIT 0.500
+score ODD_FREEM_REPTO 2.634
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_HELO_SPF_FAIL 0.001
+score PDS_FROM_2_EMAILS 3.496
+score PDS_HELO_SPF_FAIL 1.759
score PDS_OTHER_BAD_TLD 1.997
-score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PHP_ORIG_SCRIPT 2.110
+score PDS_TINYSUBJ_URISHRT 0.033
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PHISHING_FREEMAIL 2.297
+score PHP_ORIG_SCRIPT 2.059
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.770
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.678
-score REPTO_419_FRAUD_GM 2.996
+score RATWARE_NO_RDNS 2.706
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 1.264
+score READY_TO_SHIP 1.248
+score REPTO_419_FRAUD_GM 2.057
score REPTO_419_FRAUD_GM_LOOSE 0.998
score REPTO_INFONUMSCOM 2.996
-score RISK_FREE 0.298
+score RISK_FREE 0.133
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.690
+score SCC_BODY_URI_ONLY 2.696
score SCC_CANSPAM_2 2.596
-score SCC_ISEMM_LID_1 1.878
+score SCC_ISEMM_LID_1 1.963
+score SCC_SPAMMERMID4 0.998
score SCC_THREE_WORD_MONTY 3.096
-score SCRIPT_GIBBERISH 2.896
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 3.338
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.085
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 3.658
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.460
+score SHORTENED_URL_SRC 2.197
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.499
-score SHORT_SHORTNER 1.998
+score SHORTENER_SHORT_SUBJ 2.968
+score SHORT_IMG_SUSP_NTLD 0.564
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.498
-score THIS_AD 1.099
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.454
+score THIS_AD 1.098
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.484
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.998
-score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.202
score TO_NO_BRKTS_PCNT 2.497
-score TVD_LONG_WORD5 2.896
-score TVD_RCVD_SPACE_BRACKET 1.579
-score UNDISC_FREEM 2.266
-score UNDISC_MONEY 0.743
-score UPPERCASE_URI 2.149
-score URI_DOTEDU 1.684
+score TVD_LONG_WORD5 0.001
+score TVD_RCVD_SPACE_BRACKET 0.413
+score UNDISC_FREEM 2.195
+score UNDISC_MONEY 2.010
+score UNICODE_OBFU_ASC 2.497
+score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 1.778
-score URI_OBFU_DOM 2.298
-score URI_ONLY_MSGID_MALF 1.235
-score URI_PHISH 2.377
-score URI_PHP_REDIR 3.169
-score URI_TRY_3LD 0.151
+score URI_GOOGLE_PROXY 2.596
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_OBFU_DOM 2.297
+score URI_ONLY_MSGID_MALF 1.156
+score URI_PHISH 3.388
+score URI_PHP_REDIR 3.182
+score URI_TRY_3LD 1.402
score URI_WPADMIN 2.197
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score WORD_INVIS_MANY 2.997
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.567
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.544
+score XM_DIGITS_ONLY 0.219
score XM_RANDOM 2.497
score XM_RECPTID 2.996
+score XM_UC_ONLY 0.905
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.248
score YOU_INHERIT 2.197
@@ -238,11 +248,9 @@ score APP_DEVELOPMENT_NORDNS 1.0
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
-score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 1.000
@@ -270,14 +278,13 @@ score FBI_MONEY 1.0
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
-score FONT_INVIS_LONG_LINE 1.000
-score FONT_INVIS_NORDNS 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
+score FROM_GOV_SPOOF 1.000
score FROM_MISSP_PHISH 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
@@ -294,6 +301,7 @@ score GOOG_MALWARE_DNLD 1.0
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 HAS_X_OUTGOING_SPAM_STAT 1.000
score HEXHASH_WORD 1.000
@@ -316,7 +324,6 @@ score MALWARE_PASSWORD 1.0
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_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
@@ -324,6 +331,7 @@ score MONERO_EXTORT_01 1.0
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
+score MSGID_HDR_MALF 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
@@ -369,7 +377,6 @@ score TO_EQ_FM_DIRECT_MX 1.0
score TO_IN_SUBJ 0.100
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
-score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
@@ -377,7 +384,6 @@ score URI_AZURE_CLOUDAPP 1.0
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
-score URI_GOOG_STO_SPAMMY 3.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1902052&r1=1902051&r2=1902052&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jun 19 02:42:24 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 351211 50.037% (99.688% of non-spam corpus)
-# Correctly spam: 265588 37.838% (75.969% of spam corpus)
-# False positives: 1098 0.156% (0.312% of nonspam, 33555 weighted)
-# False negatives: 84011 11.969% (24.031% of spam, 166166 weighted)
-# Average score for spam: 12.3 nonspam: 0.4
-# Average for false-pos: 6.2 false-neg: 2.0
-# TOTAL: 701908 100.00%
+# Correctly non-spam: 351205 50.036% (99.687% of non-spam corpus)
+# Correctly spam: 266106 37.912% (76.119% of spam corpus)
+# False positives: 1104 0.157% (0.313% of nonspam, 33516 weighted)
+# False negatives: 83487 11.894% (23.881% of spam, 163277 weighted)
+# Average score for spam: 12.2 nonspam: 0.4
+# Average for false-pos: 6.1 false-neg: 2.0
+# TOTAL: 701902 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43785 99.67%
-# Correctly spam: 33178 76.13%
-# False positives: 147 0.33%
-# False negatives: 10402 23.87%
-# TCR(l=50): 2.454935 SpamRecall: 76.131% SpamPrec: 99.559%
+# Correctly non-spam: 43788 99.67%
+# Correctly spam: 33171 76.12%
+# False positives: 144 0.33%
+# False negatives: 10409 23.88%
+# TCR(l=50): 2.474871 SpamRecall: 76.115% SpamPrec: 99.568%
##### 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: 343043 97.37%
-# Correctly spam: 250922 71.77%
+# Correctly spam: 250901 71.77%
# False positives: 9266 2.63%
-# False negatives: 98677 28.23%
-# TCR(l=50): 0.622088 SpamRecall: 71.774% SpamPrec: 96.439%
+# False negatives: 98692 28.23%
+# TCR(l=50): 0.622060 SpamRecall: 71.769% SpamPrec: 96.438%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 42756 97.32%
-# Correctly spam: 31278 71.77%
+# Correctly spam: 31316 71.86%
# False positives: 1176 2.68%
-# False negatives: 12302 28.23%
-# TCR(l=50): 0.612922 SpamRecall: 71.771% SpamPrec: 96.376%
+# False negatives: 12264 28.14%
+# TCR(l=50): 0.613250 SpamRecall: 71.859% SpamPrec: 96.381%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1902052&r1=1902051&r2=1902052&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jun 19 02:42:24 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 343990 48.662% (99.490% of non-spam corpus)
-# Correctly spam: 311857 44.116% (86.353% of spam corpus)
-# False positives: 1765 0.250% (0.510% of nonspam, 124712 weighted)
-# False negatives: 49283 6.972% (13.647% of spam, 103400 weighted)
-# Average score for spam: 18.8 nonspam: -0.8
-# Average for false-pos: 6.8 false-neg: 2.1
-# TOTAL: 706895 100.00%
+# Correctly non-spam: 353260 50.008% (99.547% of non-spam corpus)
+# Correctly spam: 297055 42.052% (84.502% of spam corpus)
+# False positives: 1607 0.227% (0.453% of nonspam, 109995 weighted)
+# False negatives: 54481 7.712% (15.498% of spam, 121209 weighted)
+# Average score for spam: 20.2 nonspam: -0.7
+# Average for false-pos: 6.9 false-neg: 2.2
+# TOTAL: 706403 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 42888 99.50%
-# Correctly spam: 38970 86.65%
-# False positives: 215 0.50%
-# False negatives: 6002 13.35%
-# TCR(l=50): 2.684575 SpamRecall: 86.654% SpamPrec: 99.451%
+# Correctly non-spam: 44047 99.58%
+# Correctly spam: 36959 84.34%
+# False positives: 185 0.42%
+# False negatives: 6863 15.66%
+# TCR(l=50): 2.719667 SpamRecall: 84.339% SpamPrec: 99.502%
##### 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: 344198 99.55%
-# Correctly spam: 265819 73.61%
-# False positives: 1557 0.45%
-# False negatives: 95321 26.39%
-# TCR(l=50): 2.085453 SpamRecall: 73.606% SpamPrec: 99.418%
+# Correctly non-spam: 353469 99.61%
+# Correctly spam: 251473 71.54%
+# False positives: 1398 0.39%
+# False negatives: 100063 28.46%
+# TCR(l=50): 2.068309 SpamRecall: 71.535% SpamPrec: 99.447%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 42896 99.52%
-# Correctly spam: 33213 73.85%
-# False positives: 207 0.48%
-# False negatives: 11759 26.15%
-# TCR(l=50): 2.034104 SpamRecall: 73.853% SpamPrec: 99.381%
+# Correctly non-spam: 44062 99.62%
+# Correctly spam: 31290 71.40%
+# False positives: 170 0.38%
+# False negatives: 12532 28.60%
+# TCR(l=50): 2.083587 SpamRecall: 71.402% SpamPrec: 99.460%