Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878463&r1=1878462&r2=1878463&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jun 4 07:14:46 2020
@@ -1,213 +1,201 @@
# Using score set 1 logs for revision 1878308 from:
-# ham-net-axb-coi-bulk.r1878308.log ham-net-axb-generic.r1878308.log ham-net-axb-ham-misc.r1878308.log ham-net-darxus.r1878308.log ham-net-ena-week1.r1878308.log ham-net-ena-week2.r1878308.log ham-net-ena-week3.r1878308.log ham-net-ena-week4.r1878308.log ham-net-giovanni-ham.r1878308.log ham-net-giovanni-spammy.r1878308.log ham-net-giovanni-spam.r1878308.log ham-net-grenier.r1878308.log ham-net-hege.r1878308.log ham-net-jarif.r1878308.log ham-net-jbrooks.r1878308.log ham-net-mmiroslaw-mails-ham.r1878308.log ham-net-mmiroslaw-mails-spam.r1878308.log ham-net-npiazzi.r1878308.log ham-net-pds.r1878308.log ham-net-sihde.r1878308.log ham-net-spamsponge.r1878308.log ham-net-thendrikx.r1878308.log spam-net-axb-coi-bulk.r1878308.log spam-net-axb-generic.r1878308.log spam-net-axb-ham-misc.r1878308.log spam-net-darxus.r1878308.log spam-net-ena-week1.r1878308.log spam-net-ena-week2.r1878308.log spam-net-ena-week3.r1878308.log spam-net-ena-week4.r1878308.log spam-net-giovanni-ham.r1878308.log sp
am-net-giovanni-spammy.r1878308.log spam-net-giovanni-spam.r1878308.log spam-net-grenier.r1878308.log spam-net-hege.r1878308.log spam-net-jarif.r1878308.log spam-net-jbrooks.r1878308.log spam-net-mmiroslaw-mails-ham.r1878308.log spam-net-mmiroslaw-mails-spam.r1878308.log spam-net-npiazzi.r1878308.log spam-net-pds.r1878308.log spam-net-sihde.r1878308.log spam-net-spamsponge.r1878308.log spam-net-thendrikx.r1878308.log
+# ham-net-axb-coi-bulk.r1878308.log ham-net-axb-generic.r1878308.log ham-net-axb-ham-misc.r1878308.log ham-net-darxus.r1878308.log ham-net-ena-week1.r1878308.log ham-net-ena-week2.r1878308.log ham-net-ena-week3.r1878308.log ham-net-ena-week4.r1878308.log ham-net-giovanni-ham.r1878308.log ham-net-giovanni-spammy.r1878308.log ham-net-giovanni-spam.r1878308.log ham-net-grenier.r1878308.log ham-net-hege.r1878308.log ham-net-jarif.r1878308.log ham-net-jbrooks.r1878308.log ham-net-llanga.r1878308.log ham-net-mmiroslaw-mails-ham.r1878308.log ham-net-mmiroslaw-mails-spam.r1878308.log ham-net-npiazzi.r1878308.log ham-net-pds.r1878308.log ham-net-sihde.r1878308.log ham-net-spamsponge.r1878308.log ham-net-thendrikx.r1878308.log spam-net-axb-coi-bulk.r1878308.log spam-net-axb-generic.r1878308.log spam-net-axb-ham-misc.r1878308.log spam-net-darxus.r1878308.log spam-net-ena-week1.r1878308.log spam-net-ena-week2.r1878308.log spam-net-ena-week3.r1878308.log spam-net-ena-week4.r1878308.log spam-net-
giovanni-ham.r1878308.log spam-net-giovanni-spammy.r1878308.log spam-net-giovanni-spam.r1878308.log spam-net-grenier.r1878308.log spam-net-hege.r1878308.log spam-net-jarif.r1878308.log spam-net-jbrooks.r1878308.log spam-net-llanga.r1878308.log spam-net-mmiroslaw-mails-ham.r1878308.log spam-net-mmiroslaw-mails-spam.r1878308.log spam-net-npiazzi.r1878308.log spam-net-pds.r1878308.log spam-net-sihde.r1878308.log spam-net-spamsponge.r1878308.log spam-net-thendrikx.r1878308.log
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.774
-score ADVANCE_FEE_2_NEW_MONEY 0.949
-score ADVANCE_FEE_3_NEW 1.771
-score ADVANCE_FEE_3_NEW_MONEY 1.111
-score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.451
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.699
-score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.386
+score ADMITS_SPAM 0.958
+score ADVANCE_FEE_2_NEW_MONEY 1.421
+score ADVANCE_FEE_3_NEW 2.590
+score ADVANCE_FEE_3_NEW_MONEY 1.092
+score ADVANCE_FEE_4_NEW 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_MONEY 2.085
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.021
+score AD_PREFS 0.033
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.276
-score BITCOIN_EXTORT_01 0.001
-score BITCOIN_EXTORT_02 2.974
-score BITCOIN_SPAM_01 0.289
-score BITCOIN_SPAM_02 1.019
-score BITCOIN_SPAM_03 2.270
-score BITCOIN_SPAM_05 1.928
-score BITCOIN_SPAM_08 0.001
-score BODY_SINGLE_URI 2.140
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.942
+score BITCOIN_EXTORT_01 0.856
+score BITCOIN_EXTORT_02 2.722
+score BITCOIN_SPAM_01 1.263
+score BITCOIN_SPAM_02 0.001 # force non-zero
+score BITCOIN_SPAM_03 2.382
+score BITCOIN_SPAM_05 1.654
+score BITCOIN_SPAM_08 0.001 # force non-zero
+score BODY_SINGLE_URI 2.089
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.998
-score BOGUS_MIME_VERSION 0.795
-score CK_HELO_DYNAMIC_SPLIT_IP 1.498
-score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.895
-score CTYPE_NULL 2.696
-score DEAR_BENEFICIARY 0.296
-score DKIMWL_BL 1.770
+score BODY_URI_ONLY 1.000
+score CK_HELO_DYNAMIC_SPLIT_IP 1.499
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.999
+score CTYPE_NULL 2.899
+score DEAR_BENEFICIARY 1.030
+score DKIMWL_BL 2.303
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 0.499
-score END_FUTURE_EMAILS 2.190
-score FILL_THIS_FORM 0.480
-score FORGED_RELAY_MUA_TO_MX 3.221
-score FORGED_SPF_HELO 1.146
-score FORM_FRAUD 0.001
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DX_TEXT_03 0.999
+score END_FUTURE_EMAILS 2.188
+score FILL_THIS_FORM 0.462
+score FORGED_RELAY_MUA_TO_MX 3.599
+score FORGED_SPF_HELO 2.247
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.554
+score FROM_ADDR_WS 0.820
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_FMBLA_NEWDOM14 0.001
+score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001
+score FROM_GOV_SPOOF 0.343
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.044
+score FROM_MISSP_DYNIP 1.275
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.093
+score FROM_MISSP_FREEMAIL 2.089
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.844
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.524
+score FROM_NTLD_REPLY_FREEMAIL 1.072
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.013
-score FROM_WORDY 2.088
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.016
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.238
-score FUZZY_BITCOIN 1.599
-score FUZZY_IMPORTANT 2.399
-score FUZZY_SECURITY 2.488
-score FUZZY_WALLET 2.234
+score FSL_CTYPE_WIN1251 0.270
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_BITCOIN 2.201
+score FUZZY_SECURITY 2.486
+score FUZZY_WALLET 2.004
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.999
-score GB_FREEMAIL_DISPTO 0.498
-score GB_GOOGLE_OBFUS 0.001
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 2.982
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.170
-score HELO_NO_DOMAIN 0.001
-score HEXHASH_WORD 2.996
-score HK_NAME_MR_MRS 0.998
+score GB_BITCOIN_NH 2.397
+score GB_FREEMAIL_DISPTO 0.500
+score GB_GOOGLE_OBFUS 0.749
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 1.001
+score HDR_ORDER_FTSDMCXX_NORDNS 3.000
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.249
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.998
-score HK_RCVD_IP_MULTICAST 0.713
-score HK_SCAM 1.997
-score HOSTED_IMG_FREEM 1.499
-score HOSTED_IMG_MULTI 1.367
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 0.071
+score HK_SCAM 1.200
+score HOSTED_IMG_FREEM 3.499
+score HOSTED_IMG_MULTI 1.534
score HTML_FONT_TINY_NORDNS 0.001 # force non-zero
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 1.234
-score HTML_TAG_BALANCE_CENTER 1.854
-score HTML_TEXT_INVISIBLE_STYLE 1.361
+score HTML_SINGLET_MANY 0.779
+score HTML_TAG_BALANCE_CENTER 2.799
+score HTML_TEXT_INVISIBLE_STYLE 1.293
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.100
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.398
-score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 1.848
-score LONG_HEX_URI 1.524
-score LONG_IMG_URI 0.957
+score KB_FORGED_MOZ4 4.099
+score KHOP_FAKE_EBAY 0.900
+score KHOP_HELO_FCRDNS 0.276
+score LIST_PRTL_SAME_USER 2.094
+score LONG_HEX_URI 1.615
+score LONG_IMG_URI 0.963
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.300
-score MALF_HTML_B64 3.258
-score MANY_SPAN_IN_TEXT 3.494
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001
+score MALFORMED_FREEMAIL 1.798
+score MALF_HTML_B64 3.499
+score MANY_SPAN_IN_TEXT 3.619
+score MAY_BE_FORGED 0.005
+score MILLION_HUNDRED 0.496
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 0.001
-score MONEY_ATM_CARD 2.399
-score MONEY_FORM_SHORT 0.110
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.874
-score MONEY_FRAUD_8 0.001
+score MONEY_ATM_CARD 2.069
+score MONEY_FORM_SHORT 1.237
+score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_5 0.402
+score MONEY_FRAUD_8 0.125
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSM_PRIO_REPTO 1.047
-score NORDNS_LOW_CONTRAST 2.344
-score NO_FM_NAME_IP_HOSTN 0.301
-score NSL_RCVD_FROM_USER 0.701
+score MSM_PRIO_REPTO 2.321
+score NORDNS_LOW_CONTRAST 2.499
+score NO_FM_NAME_IP_HOSTN 1.065
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.002
+score NUMBERONLY_BITCOIN_EXP 0.001
score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.499
-score PDS_BTC_ID 0.498
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001
+score PDS_BTC_NTLD 0.961
+score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.797
+score PDS_FROM_2_EMAILS 2.199
score PDS_FROM_NAME_TO_DOMAIN 1.000
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 0.649
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.371
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_SHORTFWD_URISHRT 1.498
-score PDS_SHORT_SPOOFED_URL 1.780
+score PDS_HP_HELO_NORDNS 0.057
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_SPOOFED_URL 2.000
score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.086
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PDS_TO_EQ_FROM_NAME 0.034
-score PHP_ORIG_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.047
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.448
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TO_EQ_FROM_NAME 0.001
+score PHP_ORIG_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.547
-score RDNS_NUM_TLD_XM 1.503
-score SCRIPT_GIBBERISH 3.099
+score RDNS_NUM_TLD_ATCHNX 2.209
+score RDNS_NUM_TLD_XM 0.837
+score SCRIPT_GIBBERISH 2.826
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.239
-score SHORT_IMG_SUSP_NTLD 0.435
-score SHORT_SHORTNER 0.987
-score SINGLETS_LOW_CONTRAST 0.999
-score SPOOFED_FREEMAIL 1.997
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_IMG_SUSP_NTLD 1.251
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 1.458
+score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.889
+score SPOOFED_FREEM_REPTO 1.998
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 2.497
-score SUBJ_OBFU_PUNCT_FEW 0.697
-score SUBJ_OBFU_PUNCT_MANY 1.747
-score SUSP_UTF8_WORD_MANY 2.999
-score THIS_AD 1.797
-score THIS_IS_ADV_SUSP_NTLD 1.183
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.435
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
+score STOCK_LOW_CONTRAST 2.499
+score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_MANY 1.750
+score SUSP_UTF8_WORD_MANY 3.000
+score THIS_AD 2.099
+score THIS_IS_ADV_SUSP_NTLD 0.836
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.467
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.015
score TO_EQ_FM_DIRECT_MX 2.497
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.098
-score TO_EQ_FM_DOM_SPF_FAIL 0.474
-score TO_EQ_FM_HTML_ONLY 0.763
-score TO_EQ_FM_SPF_FAIL 0.624
-score TO_IN_SUBJ 0.098
+score TO_EQ_FM_DOM_HTML_ONLY 1.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 0.124
+score TO_EQ_FM_SPF_FAIL 1.101
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 2.260
-score TO_NO_BRKTS_FROM_MSSP 2.231
-score TO_NO_BRKTS_HTML_IMG 0.828
-score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.297
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.496
-score TO_NO_BRKTS_PCNT 2.498
-score TVD_APPROVED 0.851
-score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.294
-score UNICODE_OBFU_ASC 1.038
-score UPGRADE_MAILBOX 0.001
-score URI_DQ_UNSUB 2.299
-score URI_GOOGLE_PROXY 2.084
+score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_APPROVED 0.875
+score TVD_SPACE_ENCODED 0.001 # force non-zero
+score TVD_SPACE_RATIO_MINFP 2.499
+score UNICODE_OBFU_ASC 1.036
+score UPGRADE_MAILBOX 1.025
+score URI_GOOGLE_PROXY 2.600
score URI_IMG_WP_REDIR 2.999
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.194
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.168
-score URI_WPADMIN 2.596
-score URI_WP_DIRINDEX 3.497
-score URI_WP_HACKED 2.987
-score URI_WP_HACKED_2 1.591
-score XFER_LOTSA_MONEY 0.998
-score XPRIO_SHORT_SUBJ 0.001
-score XPRIO_URL_SHORTNER 0.999
+score URI_PHISH 3.100
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.799
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score XFER_LOTSA_MONEY 0.896
+score XPRIO_SHORT_SUBJ 0.425
+score XPRIO_URL_SHORTNER 0.869
+score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -235,6 +223,7 @@ score BITCOIN_SPAM_12 1.0
score BITCOIN_SPF_ONLYALL 1.000
score BITCOIN_YOUR_INFO 1.000
score BODY_EMPTY 1.000
+score BOGUS_MIME_VERSION 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -249,7 +238,9 @@ score EBAY_IMG_NOT_RCVD_EBAY 1.0
score ENCRYPTED_MESSAGE -1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
+score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 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
@@ -259,6 +250,7 @@ score FROM_NEWDOM_BTC 1.0
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
+score FROM_WORDY 1.000
score FROM_WORDY_SHORT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -271,6 +263,7 @@ score GOOGLE_DOCS_PHISH_MANY 1.0
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
+score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HOSTED_IMG_DIRECT_MX 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
@@ -278,6 +271,7 @@ score HTML_ENTITY_ASCII 1.0
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
+score LIST_PARTIAL_SHORT_MSG 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LUCRATIVE 1.000
score MALWARE_NORDNS 1.000
@@ -297,6 +291,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score SEO_SUSP_NTLD 1.000
+score SHORTENER_SHORT_IMG 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878463&r1=1878462&r2=1878463&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jun 4 07:14:46 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 919295 64.429% (99.663% of non-spam corpus)
-# Correctly spam: 344542 24.147% (68.304% of spam corpus)
-# False positives: 3109 0.218% (0.337% of nonspam, 54117 weighted)
-# False negatives: 159886 11.206% (31.696% of spam, 376453 weighted)
+# Correctly non-spam: 919212 64.425% (99.655% of non-spam corpus)
+# Correctly spam: 347468 24.353% (68.887% of spam corpus)
+# False positives: 3184 0.223% (0.345% of nonspam, 55549 weighted)
+# False negatives: 156932 10.999% (31.113% of spam, 361549 weighted)
# Average score for spam: 9.4 nonspam: 0.6
-# Average for false-pos: 6.4 false-neg: 2.4
-# TOTAL: 1426832 100.00%
+# Average for false-pos: 6.4 false-neg: 2.3
+# TOTAL: 1426796 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 114503 99.46%
-# Correctly spam: 43488 69.04%
-# False positives: 621 0.54%
-# False negatives: 19498 30.96%
-# TCR(l=50): 1.246063 SpamRecall: 69.044% SpamPrec: 98.592%
+# Correctly non-spam: 114550 99.50%
+# Correctly spam: 43403 68.91%
+# False positives: 572 0.50%
+# False negatives: 19579 31.09%
+# TCR(l=50): 1.307250 SpamRecall: 68.913% SpamPrec: 98.699%
##### 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: 910756 98.74%
-# Correctly spam: 262971 52.13%
-# False positives: 11648 1.26%
-# False negatives: 241457 47.87%
-# TCR(l=50): 0.612276 SpamRecall: 52.133% SpamPrec: 95.758%
+# Correctly non-spam: 910694 98.73%
+# Correctly spam: 262999 52.14%
+# False positives: 11702 1.27%
+# False negatives: 241401 47.86%
+# TCR(l=50): 0.610284 SpamRecall: 52.141% SpamPrec: 95.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113684 98.75%
-# Correctly spam: 32860 52.17%
-# False positives: 1440 1.25%
-# False negatives: 30126 47.83%
-# TCR(l=50): 0.616748 SpamRecall: 52.170% SpamPrec: 95.802%
+# Correctly non-spam: 113710 98.77%
+# Correctly spam: 32801 52.08%
+# False positives: 1412 1.23%
+# False negatives: 30181 47.92%
+# TCR(l=50): 0.624939 SpamRecall: 52.080% SpamPrec: 95.873%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878463&r1=1878462&r2=1878463&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jun 4 07:14:46 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 363489 40.433% (98.388% of non-spam corpus)
-# Correctly spam: 452214 50.303% (85.397% of spam corpus)
-# False positives: 5954 0.662% (1.612% of nonspam, 776950 weighted)
-# False negatives: 77332 8.602% (14.603% of spam, 158593 weighted)
-# Average score for spam: 13.4 nonspam: -2.1
-# Average for false-pos: 9.1 false-neg: 2.1
-# TOTAL: 898989 100.00%
+# Correctly non-spam: 913952 62.893% (99.321% of non-spam corpus)
+# Correctly spam: 456322 31.402% (85.617% of spam corpus)
+# False positives: 6252 0.430% (0.679% of nonspam, 326733 weighted)
+# False negatives: 76656 5.275% (14.383% of spam, 155106 weighted)
+# Average score for spam: 13.7 nonspam: -1.8
+# Average for false-pos: 9.0 false-neg: 2.0
+# TOTAL: 1453182 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45284 98.39%
-# Correctly spam: 56507 85.41%
-# False positives: 742 1.61%
-# False negatives: 9651 14.59%
-# TCR(l=50): 1.415114 SpamRecall: 85.412% SpamPrec: 98.704%
+# Correctly non-spam: 113069 98.47%
+# Correctly spam: 57065 85.72%
+# False positives: 1760 1.53%
+# False negatives: 9508 14.28%
+# TCR(l=50): 0.682744 SpamRecall: 85.718% SpamPrec: 97.008%
##### 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: 364495 98.66%
-# Correctly spam: 299457 56.55%
-# False positives: 4948 1.34%
-# False negatives: 230089 43.45%
-# TCR(l=50): 1.109022 SpamRecall: 56.550% SpamPrec: 98.375%
+# Correctly non-spam: 915023 99.44%
+# Correctly spam: 300495 56.38%
+# False positives: 5181 0.56%
+# False negatives: 232483 43.62%
+# TCR(l=50): 1.084318 SpamRecall: 56.380% SpamPrec: 98.305%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45414 98.67%
-# Correctly spam: 37334 56.43%
-# False positives: 612 1.33%
-# False negatives: 28824 43.57%
-# TCR(l=50): 1.113321 SpamRecall: 56.432% SpamPrec: 98.387%
+# Correctly non-spam: 114192 99.45%
+# Correctly spam: 37463 56.27%
+# False positives: 637 0.55%
+# False negatives: 29110 43.73%
+# TCR(l=50): 1.092077 SpamRecall: 56.274% SpamPrec: 98.328%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878463&r1=1878462&r2=1878463&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jun 4 07:14:46 2020
@@ -1,213 +1,201 @@
# Using score set 1 logs for revision 1878308 from:
-# ham-net-axb-coi-bulk.r1878308.log ham-net-axb-generic.r1878308.log ham-net-axb-ham-misc.r1878308.log ham-net-darxus.r1878308.log ham-net-ena-week1.r1878308.log ham-net-ena-week2.r1878308.log ham-net-ena-week3.r1878308.log ham-net-ena-week4.r1878308.log ham-net-giovanni-ham.r1878308.log ham-net-giovanni-spammy.r1878308.log ham-net-giovanni-spam.r1878308.log ham-net-grenier.r1878308.log ham-net-hege.r1878308.log ham-net-jarif.r1878308.log ham-net-jbrooks.r1878308.log ham-net-mmiroslaw-mails-ham.r1878308.log ham-net-mmiroslaw-mails-spam.r1878308.log ham-net-npiazzi.r1878308.log ham-net-pds.r1878308.log ham-net-sihde.r1878308.log ham-net-spamsponge.r1878308.log ham-net-thendrikx.r1878308.log spam-net-axb-coi-bulk.r1878308.log spam-net-axb-generic.r1878308.log spam-net-axb-ham-misc.r1878308.log spam-net-darxus.r1878308.log spam-net-ena-week1.r1878308.log spam-net-ena-week2.r1878308.log spam-net-ena-week3.r1878308.log spam-net-ena-week4.r1878308.log spam-net-giovanni-ham.r1878308.log sp
am-net-giovanni-spammy.r1878308.log spam-net-giovanni-spam.r1878308.log spam-net-grenier.r1878308.log spam-net-hege.r1878308.log spam-net-jarif.r1878308.log spam-net-jbrooks.r1878308.log spam-net-mmiroslaw-mails-ham.r1878308.log spam-net-mmiroslaw-mails-spam.r1878308.log spam-net-npiazzi.r1878308.log spam-net-pds.r1878308.log spam-net-sihde.r1878308.log spam-net-spamsponge.r1878308.log spam-net-thendrikx.r1878308.log
+# ham-net-axb-coi-bulk.r1878308.log ham-net-axb-generic.r1878308.log ham-net-axb-ham-misc.r1878308.log ham-net-darxus.r1878308.log ham-net-ena-week1.r1878308.log ham-net-ena-week2.r1878308.log ham-net-ena-week3.r1878308.log ham-net-ena-week4.r1878308.log ham-net-giovanni-ham.r1878308.log ham-net-giovanni-spammy.r1878308.log ham-net-giovanni-spam.r1878308.log ham-net-grenier.r1878308.log ham-net-hege.r1878308.log ham-net-jarif.r1878308.log ham-net-jbrooks.r1878308.log ham-net-llanga.r1878308.log ham-net-mmiroslaw-mails-ham.r1878308.log ham-net-mmiroslaw-mails-spam.r1878308.log ham-net-npiazzi.r1878308.log ham-net-pds.r1878308.log ham-net-sihde.r1878308.log ham-net-spamsponge.r1878308.log ham-net-thendrikx.r1878308.log spam-net-axb-coi-bulk.r1878308.log spam-net-axb-generic.r1878308.log spam-net-axb-ham-misc.r1878308.log spam-net-darxus.r1878308.log spam-net-ena-week1.r1878308.log spam-net-ena-week2.r1878308.log spam-net-ena-week3.r1878308.log spam-net-ena-week4.r1878308.log spam-net-
giovanni-ham.r1878308.log spam-net-giovanni-spammy.r1878308.log spam-net-giovanni-spam.r1878308.log spam-net-grenier.r1878308.log spam-net-hege.r1878308.log spam-net-jarif.r1878308.log spam-net-jbrooks.r1878308.log spam-net-llanga.r1878308.log spam-net-mmiroslaw-mails-ham.r1878308.log spam-net-mmiroslaw-mails-spam.r1878308.log spam-net-npiazzi.r1878308.log spam-net-pds.r1878308.log spam-net-sihde.r1878308.log spam-net-spamsponge.r1878308.log spam-net-thendrikx.r1878308.log
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.774
-score ADVANCE_FEE_2_NEW_MONEY 0.949
-score ADVANCE_FEE_3_NEW 1.771
-score ADVANCE_FEE_3_NEW_MONEY 1.111
-score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.451
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.699
-score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.386
+score ADMITS_SPAM 0.958
+score ADVANCE_FEE_2_NEW_MONEY 1.421
+score ADVANCE_FEE_3_NEW 2.590
+score ADVANCE_FEE_3_NEW_MONEY 1.092
+score ADVANCE_FEE_4_NEW 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_MONEY 2.085
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.021
+score AD_PREFS 0.033
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.276
-score BITCOIN_EXTORT_01 0.001
-score BITCOIN_EXTORT_02 2.974
-score BITCOIN_SPAM_01 0.289
-score BITCOIN_SPAM_02 1.019
-score BITCOIN_SPAM_03 2.270
-score BITCOIN_SPAM_05 1.928
-score BITCOIN_SPAM_08 0.001
-score BODY_SINGLE_URI 2.140
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.942
+score BITCOIN_EXTORT_01 0.856
+score BITCOIN_EXTORT_02 2.722
+score BITCOIN_SPAM_01 1.263
+score BITCOIN_SPAM_02 0.001 # force non-zero
+score BITCOIN_SPAM_03 2.382
+score BITCOIN_SPAM_05 1.654
+score BITCOIN_SPAM_08 0.001 # force non-zero
+score BODY_SINGLE_URI 2.089
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.998
-score BOGUS_MIME_VERSION 0.795
-score CK_HELO_DYNAMIC_SPLIT_IP 1.498
-score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.895
-score CTYPE_NULL 2.696
-score DEAR_BENEFICIARY 0.296
-score DKIMWL_BL 1.770
+score BODY_URI_ONLY 1.000
+score CK_HELO_DYNAMIC_SPLIT_IP 1.499
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.999
+score CTYPE_NULL 2.899
+score DEAR_BENEFICIARY 1.030
+score DKIMWL_BL 2.303
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 0.499
-score END_FUTURE_EMAILS 2.190
-score FILL_THIS_FORM 0.480
-score FORGED_RELAY_MUA_TO_MX 3.221
-score FORGED_SPF_HELO 1.146
-score FORM_FRAUD 0.001
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DX_TEXT_03 0.999
+score END_FUTURE_EMAILS 2.188
+score FILL_THIS_FORM 0.462
+score FORGED_RELAY_MUA_TO_MX 3.599
+score FORGED_SPF_HELO 2.247
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.554
+score FROM_ADDR_WS 0.820
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_FMBLA_NEWDOM14 0.001
+score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001
+score FROM_GOV_SPOOF 0.343
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.044
+score FROM_MISSP_DYNIP 1.275
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.093
+score FROM_MISSP_FREEMAIL 2.089
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.844
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.524
+score FROM_NTLD_REPLY_FREEMAIL 1.072
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.013
-score FROM_WORDY 2.088
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.016
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.238
-score FUZZY_BITCOIN 1.599
-score FUZZY_IMPORTANT 2.399
-score FUZZY_SECURITY 2.488
-score FUZZY_WALLET 2.234
+score FSL_CTYPE_WIN1251 0.270
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_BITCOIN 2.201
+score FUZZY_SECURITY 2.486
+score FUZZY_WALLET 2.004
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.999
-score GB_FREEMAIL_DISPTO 0.498
-score GB_GOOGLE_OBFUS 0.001
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 2.982
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.170
-score HELO_NO_DOMAIN 0.001
-score HEXHASH_WORD 2.996
-score HK_NAME_MR_MRS 0.998
+score GB_BITCOIN_NH 2.397
+score GB_FREEMAIL_DISPTO 0.500
+score GB_GOOGLE_OBFUS 0.749
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 1.001
+score HDR_ORDER_FTSDMCXX_NORDNS 3.000
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.249
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.998
-score HK_RCVD_IP_MULTICAST 0.713
-score HK_SCAM 1.997
-score HOSTED_IMG_FREEM 1.499
-score HOSTED_IMG_MULTI 1.367
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 0.071
+score HK_SCAM 1.200
+score HOSTED_IMG_FREEM 3.499
+score HOSTED_IMG_MULTI 1.534
score HTML_FONT_TINY_NORDNS 0.001 # force non-zero
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 1.234
-score HTML_TAG_BALANCE_CENTER 1.854
-score HTML_TEXT_INVISIBLE_STYLE 1.361
+score HTML_SINGLET_MANY 0.779
+score HTML_TAG_BALANCE_CENTER 2.799
+score HTML_TEXT_INVISIBLE_STYLE 1.293
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.100
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.398
-score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 1.848
-score LONG_HEX_URI 1.524
-score LONG_IMG_URI 0.957
+score KB_FORGED_MOZ4 4.099
+score KHOP_FAKE_EBAY 0.900
+score KHOP_HELO_FCRDNS 0.276
+score LIST_PRTL_SAME_USER 2.094
+score LONG_HEX_URI 1.615
+score LONG_IMG_URI 0.963
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.300
-score MALF_HTML_B64 3.258
-score MANY_SPAN_IN_TEXT 3.494
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001
+score MALFORMED_FREEMAIL 1.798
+score MALF_HTML_B64 3.499
+score MANY_SPAN_IN_TEXT 3.619
+score MAY_BE_FORGED 0.005
+score MILLION_HUNDRED 0.496
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 0.001
-score MONEY_ATM_CARD 2.399
-score MONEY_FORM_SHORT 0.110
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.874
-score MONEY_FRAUD_8 0.001
+score MONEY_ATM_CARD 2.069
+score MONEY_FORM_SHORT 1.237
+score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_5 0.402
+score MONEY_FRAUD_8 0.125
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSM_PRIO_REPTO 1.047
-score NORDNS_LOW_CONTRAST 2.344
-score NO_FM_NAME_IP_HOSTN 0.301
-score NSL_RCVD_FROM_USER 0.701
+score MSM_PRIO_REPTO 2.321
+score NORDNS_LOW_CONTRAST 2.499
+score NO_FM_NAME_IP_HOSTN 1.065
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.002
+score NUMBERONLY_BITCOIN_EXP 0.001
score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.499
-score PDS_BTC_ID 0.498
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001
+score PDS_BTC_NTLD 0.961
+score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.797
+score PDS_FROM_2_EMAILS 2.199
score PDS_FROM_NAME_TO_DOMAIN 1.000
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 0.649
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.371
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_SHORTFWD_URISHRT 1.498
-score PDS_SHORT_SPOOFED_URL 1.780
+score PDS_HP_HELO_NORDNS 0.057
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_SPOOFED_URL 2.000
score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.086
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PDS_TO_EQ_FROM_NAME 0.034
-score PHP_ORIG_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.047
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.448
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TO_EQ_FROM_NAME 0.001
+score PHP_ORIG_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.547
-score RDNS_NUM_TLD_XM 1.503
-score SCRIPT_GIBBERISH 3.099
+score RDNS_NUM_TLD_ATCHNX 2.209
+score RDNS_NUM_TLD_XM 0.837
+score SCRIPT_GIBBERISH 2.826
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.239
-score SHORT_IMG_SUSP_NTLD 0.435
-score SHORT_SHORTNER 0.987
-score SINGLETS_LOW_CONTRAST 0.999
-score SPOOFED_FREEMAIL 1.997
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_IMG_SUSP_NTLD 1.251
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 1.458
+score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.889
+score SPOOFED_FREEM_REPTO 1.998
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 2.497
-score SUBJ_OBFU_PUNCT_FEW 0.697
-score SUBJ_OBFU_PUNCT_MANY 1.747
-score SUSP_UTF8_WORD_MANY 2.999
-score THIS_AD 1.797
-score THIS_IS_ADV_SUSP_NTLD 1.183
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.435
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
+score STOCK_LOW_CONTRAST 2.499
+score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_MANY 1.750
+score SUSP_UTF8_WORD_MANY 3.000
+score THIS_AD 2.099
+score THIS_IS_ADV_SUSP_NTLD 0.836
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.467
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.015
score TO_EQ_FM_DIRECT_MX 2.497
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.098
-score TO_EQ_FM_DOM_SPF_FAIL 0.474
-score TO_EQ_FM_HTML_ONLY 0.763
-score TO_EQ_FM_SPF_FAIL 0.624
-score TO_IN_SUBJ 0.098
+score TO_EQ_FM_DOM_HTML_ONLY 1.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 0.124
+score TO_EQ_FM_SPF_FAIL 1.101
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 2.260
-score TO_NO_BRKTS_FROM_MSSP 2.231
-score TO_NO_BRKTS_HTML_IMG 0.828
-score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.297
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.496
-score TO_NO_BRKTS_PCNT 2.498
-score TVD_APPROVED 0.851
-score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.294
-score UNICODE_OBFU_ASC 1.038
-score UPGRADE_MAILBOX 0.001
-score URI_DQ_UNSUB 2.299
-score URI_GOOGLE_PROXY 2.084
+score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_APPROVED 0.875
+score TVD_SPACE_ENCODED 0.001 # force non-zero
+score TVD_SPACE_RATIO_MINFP 2.499
+score UNICODE_OBFU_ASC 1.036
+score UPGRADE_MAILBOX 1.025
+score URI_GOOGLE_PROXY 2.600
score URI_IMG_WP_REDIR 2.999
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.194
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.168
-score URI_WPADMIN 2.596
-score URI_WP_DIRINDEX 3.497
-score URI_WP_HACKED 2.987
-score URI_WP_HACKED_2 1.591
-score XFER_LOTSA_MONEY 0.998
-score XPRIO_SHORT_SUBJ 0.001
-score XPRIO_URL_SHORTNER 0.999
+score URI_PHISH 3.100
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.799
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score XFER_LOTSA_MONEY 0.896
+score XPRIO_SHORT_SUBJ 0.425
+score XPRIO_URL_SHORTNER 0.869
+score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -235,6 +223,7 @@ score BITCOIN_SPAM_12 1.0
score BITCOIN_SPF_ONLYALL 1.000
score BITCOIN_YOUR_INFO 1.000
score BODY_EMPTY 1.000
+score BOGUS_MIME_VERSION 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -249,7 +238,9 @@ score EBAY_IMG_NOT_RCVD_EBAY 1.0
score ENCRYPTED_MESSAGE -1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
+score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 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
@@ -259,6 +250,7 @@ score FROM_NEWDOM_BTC 1.0
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
+score FROM_WORDY 1.000
score FROM_WORDY_SHORT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -271,6 +263,7 @@ score GOOGLE_DOCS_PHISH_MANY 1.0
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
+score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HOSTED_IMG_DIRECT_MX 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
@@ -278,6 +271,7 @@ score HTML_ENTITY_ASCII 1.0
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
+score LIST_PARTIAL_SHORT_MSG 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LUCRATIVE 1.000
score MALWARE_NORDNS 1.000
@@ -297,6 +291,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score SEO_SUSP_NTLD 1.000
+score SHORTENER_SHORT_IMG 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878463&r1=1878462&r2=1878463&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jun 4 07:14:46 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 919295 64.429% (99.663% of non-spam corpus)
-# Correctly spam: 344542 24.147% (68.304% of spam corpus)
-# False positives: 3109 0.218% (0.337% of nonspam, 54117 weighted)
-# False negatives: 159886 11.206% (31.696% of spam, 376453 weighted)
+# Correctly non-spam: 919212 64.425% (99.655% of non-spam corpus)
+# Correctly spam: 347468 24.353% (68.887% of spam corpus)
+# False positives: 3184 0.223% (0.345% of nonspam, 55549 weighted)
+# False negatives: 156932 10.999% (31.113% of spam, 361549 weighted)
# Average score for spam: 9.4 nonspam: 0.6
-# Average for false-pos: 6.4 false-neg: 2.4
-# TOTAL: 1426832 100.00%
+# Average for false-pos: 6.4 false-neg: 2.3
+# TOTAL: 1426796 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 114503 99.46%
-# Correctly spam: 43488 69.04%
-# False positives: 621 0.54%
-# False negatives: 19498 30.96%
-# TCR(l=50): 1.246063 SpamRecall: 69.044% SpamPrec: 98.592%
+# Correctly non-spam: 114550 99.50%
+# Correctly spam: 43403 68.91%
+# False positives: 572 0.50%
+# False negatives: 19579 31.09%
+# TCR(l=50): 1.307250 SpamRecall: 68.913% SpamPrec: 98.699%
##### 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: 910756 98.74%
-# Correctly spam: 262971 52.13%
-# False positives: 11648 1.26%
-# False negatives: 241457 47.87%
-# TCR(l=50): 0.612276 SpamRecall: 52.133% SpamPrec: 95.758%
+# Correctly non-spam: 910694 98.73%
+# Correctly spam: 262999 52.14%
+# False positives: 11702 1.27%
+# False negatives: 241401 47.86%
+# TCR(l=50): 0.610284 SpamRecall: 52.141% SpamPrec: 95.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113684 98.75%
-# Correctly spam: 32860 52.17%
-# False positives: 1440 1.25%
-# False negatives: 30126 47.83%
-# TCR(l=50): 0.616748 SpamRecall: 52.170% SpamPrec: 95.802%
+# Correctly non-spam: 113710 98.77%
+# Correctly spam: 32801 52.08%
+# False positives: 1412 1.23%
+# False negatives: 30181 47.92%
+# TCR(l=50): 0.624939 SpamRecall: 52.080% SpamPrec: 95.873%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878463&r1=1878462&r2=1878463&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jun 4 07:14:46 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 363489 40.433% (98.388% of non-spam corpus)
-# Correctly spam: 452214 50.303% (85.397% of spam corpus)
-# False positives: 5954 0.662% (1.612% of nonspam, 776950 weighted)
-# False negatives: 77332 8.602% (14.603% of spam, 158593 weighted)
-# Average score for spam: 13.4 nonspam: -2.1
-# Average for false-pos: 9.1 false-neg: 2.1
-# TOTAL: 898989 100.00%
+# Correctly non-spam: 913952 62.893% (99.321% of non-spam corpus)
+# Correctly spam: 456322 31.402% (85.617% of spam corpus)
+# False positives: 6252 0.430% (0.679% of nonspam, 326733 weighted)
+# False negatives: 76656 5.275% (14.383% of spam, 155106 weighted)
+# Average score for spam: 13.7 nonspam: -1.8
+# Average for false-pos: 9.0 false-neg: 2.0
+# TOTAL: 1453182 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45284 98.39%
-# Correctly spam: 56507 85.41%
-# False positives: 742 1.61%
-# False negatives: 9651 14.59%
-# TCR(l=50): 1.415114 SpamRecall: 85.412% SpamPrec: 98.704%
+# Correctly non-spam: 113069 98.47%
+# Correctly spam: 57065 85.72%
+# False positives: 1760 1.53%
+# False negatives: 9508 14.28%
+# TCR(l=50): 0.682744 SpamRecall: 85.718% SpamPrec: 97.008%
##### 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: 364495 98.66%
-# Correctly spam: 299457 56.55%
-# False positives: 4948 1.34%
-# False negatives: 230089 43.45%
-# TCR(l=50): 1.109022 SpamRecall: 56.550% SpamPrec: 98.375%
+# Correctly non-spam: 915023 99.44%
+# Correctly spam: 300495 56.38%
+# False positives: 5181 0.56%
+# False negatives: 232483 43.62%
+# TCR(l=50): 1.084318 SpamRecall: 56.380% SpamPrec: 98.305%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45414 98.67%
-# Correctly spam: 37334 56.43%
-# False positives: 612 1.33%
-# False negatives: 28824 43.57%
-# TCR(l=50): 1.113321 SpamRecall: 56.432% SpamPrec: 98.387%
+# Correctly non-spam: 114192 99.45%
+# Correctly spam: 37463 56.27%
+# False positives: 637 0.55%
+# False negatives: 29110 43.73%
+# TCR(l=50): 1.092077 SpamRecall: 56.274% SpamPrec: 98.328%