Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878556&r1=1878555&r2=1878556&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jun 7 05:15:18 2020
@@ -1,202 +1,216 @@
-# 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-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
+# Using score set 1 logs for revision 1878537 from:
+# ham-net-axb-coi-bulk.r1878537.log ham-net-axb-generic.r1878537.log ham-net-axb-ham-misc.r1878537.log ham-net-darxus.r1878537.log ham-net-ena-week2.r1878537.log ham-net-ena-week3.r1878537.log ham-net-ena-week4.r1878537.log ham-net-giovanni-ham.r1878537.log ham-net-giovanni-spammy.r1878537.log ham-net-giovanni-spam.r1878537.log ham-net-grenier.r1878537.log ham-net-hege.r1878537.log ham-net-jarif.r1878537.log ham-net-jbrooks.r1878537.log ham-net-mmiroslaw-mails-ham.r1878537.log ham-net-mmiroslaw-mails-spam.r1878537.log ham-net-npiazzi.r1878537.log ham-net-pds.r1878537.log ham-net-sihde.r1878537.log ham-net-spamsponge.r1878537.log ham-net-thendrikx.r1878537.log spam-net-axb-coi-bulk.r1878537.log spam-net-axb-generic.r1878537.log spam-net-axb-ham-misc.r1878537.log spam-net-darxus.r1878537.log spam-net-ena-week2.r1878537.log spam-net-ena-week3.r1878537.log spam-net-ena-week4.r1878537.log spam-net-giovanni-ham.r1878537.log spam-net-giovanni-spammy.r1878537.log spam-net-giovanni-spam.r187
8537.log spam-net-grenier.r1878537.log spam-net-hege.r1878537.log spam-net-jarif.r1878537.log spam-net-jbrooks.r1878537.log spam-net-mmiroslaw-mails-ham.r1878537.log spam-net-mmiroslaw-mails-spam.r1878537.log spam-net-npiazzi.r1878537.log spam-net-pds.r1878537.log spam-net-sihde.r1878537.log spam-net-spamsponge.r1878537.log spam-net-thendrikx.r1878537.log
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.001 # force non-zero
-score ADMITS_SPAM 0.760
-score ADVANCE_FEE_2_NEW_MONEY 1.956
-score ADVANCE_FEE_3_NEW 2.595
-score ADVANCE_FEE_3_NEW_MONEY 0.951
+score AC_FROM_MANY_DOTS 0.001
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 0.001
+score ADVANCE_FEE_2_NEW_MONEY 0.689
+score ADVANCE_FEE_3_NEW 0.990
+score ADVANCE_FEE_3_NEW_MONEY 1.521
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.942
+score ADVANCE_FEE_4_NEW_MONEY 2.299
+score ADVANCE_FEE_5_NEW 1.898
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.064
-score AD_PREFS 0.291
-score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.024
-score BITCOIN_EXTORT_01 1.159
-score BITCOIN_EXTORT_02 3.753
-score BITCOIN_SPAM_01 0.674
-score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 2.408
-score BITCOIN_SPAM_05 1.572
-score BITCOIN_SPAM_08 0.001
-score BODY_SINGLE_URI 1.321
-score BODY_SINGLE_WORD 0.716
-score BODY_URI_ONLY 0.999
+score ADVANCE_FEE_5_NEW_MONEY 0.263
+score AD_PREFS 0.289
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score BITCOIN_EXTORT_01 0.626
+score BITCOIN_EXTORT_02 2.639
+score BITCOIN_SPAM_01 0.393
+score BITCOIN_SPAM_02 1.775
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_04 0.751
+score BITCOIN_SPAM_05 2.372
+score BITCOIN_SPAM_08 0.474
+score BODY_SINGLE_URI 1.410
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 1.000
+score BOGUS_MIME_VERSION 0.899
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 1.000
-score CTYPE_NULL 2.899
-score DEAR_BENEFICIARY 1.171
-score DKIMWL_BL 2.302
-score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 0.999
-score END_FUTURE_EMAILS 2.185
-score FILL_THIS_FORM 0.464
-score FORGED_RELAY_MUA_TO_MX 3.599
-score FORGED_SPF_HELO 2.191
-score FORM_FRAUD 0.256
+score CTE_8BIT_MISMATCH 0.838
+score CTYPE_NULL 2.700
+score DEAR_BENEFICIARY 1.077
+score DKIMWL_BL 1.778
+score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DX_TEXT_03 0.699
+score END_FUTURE_EMAILS 1.528
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.216
+score FORGED_SPF_HELO 1.153
+score FORM_FRAUD 0.001
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FOUND_YOU 3.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 2.242
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 1.775
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.001 # force non-zero
-score FROM_FMBLA_NEWDOM28 0.800
+score FROM_ADDR_WS 0.581
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.343
+score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.069
+score FROM_MISSP_DYNIP 2.272
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.842
+score FROM_MISSP_FREEMAIL 2.094
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 1.248
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.671
+score FROM_NTLD_REPLY_FREEMAIL 0.728
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.804
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WORDY 2.499
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 1.815
-score FUZZY_SECURITY 2.495
-score FUZZY_WALLET 2.187
+score FSL_THIS_IS_ADV 0.759
+score FUZZY_BITCOIN 0.650
+score FUZZY_IMPORTANT 1.966
+score FUZZY_SECURITY 2.483
+score FUZZY_WALLET 2.193
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.430
-score GB_FREEMAIL_DISPTO 0.499
+score GB_BITCOIN_NH 1.655
+score GB_FREEMAIL_DISPTO 0.500
score GB_GOOGLE_OBFUS 0.749
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 0.994
-score HDR_ORDER_FTSDMCXX_NORDNS 2.999
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 1.222
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 1.000
+score HELO_MISC_IP 0.168
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.999
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.424
-score HK_SCAM 1.184
-score HOSTED_IMG_FREEM 2.428
-score HOSTED_IMG_MULTI 1.652
+score HK_RCVD_IP_MULTICAST 1.562
+score HK_SCAM 1.999
+score HOSTED_IMG_FREEM 2.134
+score HOSTED_IMG_MULTI 0.941
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.807
-score HTML_TAG_BALANCE_CENTER 2.799
-score HTML_TEXT_INVISIBLE_STYLE 1.279
+score HTML_SINGLET_MANY 1.118
+score HTML_TAG_BALANCE_CENTER 2.408
+score HTML_TEXT_INVISIBLE_STYLE 1.791
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.099
-score KHOP_FAKE_EBAY 1.317
-score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 2.093
-score LONG_HEX_URI 1.618
-score LONG_IMG_URI 0.465
+score KB_FORGED_MOZ4 4.199
+score KHOP_FAKE_EBAY 0.001
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PRTL_SAME_USER 2.414
+score LONG_HEX_URI 1.614
+score LONG_IMG_URI 0.960
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.887
-score MALF_HTML_B64 3.499
-score MANY_SPAN_IN_TEXT 3.621
-score MAY_BE_FORGED 0.250
+score LOTTO_AGENT 1.499
+score MALFORMED_FREEMAIL 1.254
+score MALF_HTML_B64 2.134
+score MANY_SPAN_IN_TEXT 3.299
+score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MONEY_ATM_CARD 0.001
-score MONEY_FORM_SHORT 1.229
+score MIXED_ES 0.599
+score MONEY_ATM_CARD 2.299
+score MONEY_FORM_SHORT 0.001 # force non-zero
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.466
-score MONEY_FRAUD_8 0.071
+score MONEY_FRAUD_5 0.513
+score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001 # force non-zero
-score MSM_PRIO_REPTO 2.075
-score NORDNS_LOW_CONTRAST 2.500
-score NO_FM_NAME_IP_HOSTN 1.062
-score NSL_RCVD_FROM_USER 0.188
+score MONEY_FROM_MISSP 0.001
+score MSM_PRIO_REPTO 2.499
+score NORDNS_LOW_CONTRAST 2.499
+score NO_FM_NAME_IP_HOSTN 1.672
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.562
+score NUMBERONLY_BITCOIN_EXP 1.276
score OBFU_BITCOIN 0.001
+score OFFER_ONLY_AMERICA 0.778
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.001
+score PDS_BTC_NTLD 1.136
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.016
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.199
+score PDS_FROM_2_EMAILS 1.799
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.071
-score PDS_NAKED_TO_NUMERO 1.450
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_NAKED_TO_NUMERO 2.000
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.443
score PDS_OTHER_BAD_TLD 1.999
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_SPOOFED_URL 2.000
-score PDS_TINYSUBJ_URISHRT 0.355
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.855
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.641
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_SHORT_SPOOFED_URL 1.541
+score PDS_TINYSUBJ_URISHRT 0.219
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.267
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.228
+score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.760
+score PDS_TO_EQ_FROM_NAME 0.018
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.547
-score RDNS_NUM_TLD_XM 1.636
-score SCRIPT_GIBBERISH 2.826
-score SERGIO_SUBJECT_VIAGRA01 0.001
+score RDNS_NUM_TLD_ATCHNX 2.303
+score RDNS_NUM_TLD_XM 0.001 # force non-zero
+score RISK_FREE 2.124
+score SCRIPT_GIBBERISH 2.700
+score SERGIO_SUBJECT_VIAGRA01 0.276
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 1.479
-score SHORT_SHORTNER 1.915
-score SINGLETS_LOW_CONTRAST 1.429
+score SHORT_IMG_SUSP_NTLD 0.634
+score SHORT_SHORTNER 1.491
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.997
+score SPOOFED_FREEM_REPTO 2.159
+score SPOOFED_FREEM_REPTO_CHN 2.274
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUSP_UTF8_WORD_MANY 3.000
-score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 0.001
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.700
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.744
-score TO_EQ_FM_DIRECT_MX 2.487
+score SUBJ_OBFU_PUNCT_MANY 1.579
+score SUBJ_UNNEEDED_HTML 0.531
+score SUSP_UTF8_WORD_MANY 2.999
+score THIS_AD 1.899
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.600
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.338
+score TO_EQ_FM_DIRECT_MX 2.498
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.124
-score TO_EQ_FM_SPF_FAIL 1.110
+score TO_EQ_FM_DOM_HTML_ONLY 1.200
+score TO_EQ_FM_DOM_SPF_FAIL 0.961
+score TO_EQ_FM_HTML_ONLY 0.105
+score TO_EQ_FM_SPF_FAIL 0.141
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.261
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.847
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_FROM_MSSP 1.559
+score TO_NO_BRKTS_HTML_IMG 1.096
+score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_MSFT 0.318
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 0.877
+score TVD_APPROVED 1.259
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNICODE_OBFU_ASC 1.039
-score UPGRADE_MAILBOX 0.992
-score URI_GOOGLE_PROXY 2.700
+score TVD_SPACE_RATIO_MINFP 2.408
+score UNICODE_OBFU_ASC 1.040
+score UPGRADE_MAILBOX 1.015
+score URI_GOOGLE_PROXY 2.070
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.917
-score URI_PHISH 3.729
+score URI_ONLY_MSGID_MALF 1.942
+score URI_PHISH 2.194
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 2.000
-score URI_WPADMIN 2.799
-score URI_WP_DIRINDEX 3.500
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score XFER_LOTSA_MONEY 0.955
-score XPRIO_SHORT_SUBJ 0.477
+score URI_TRY_3LD 0.698
+score URI_WPADMIN 2.599
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.400
+score URI_WP_HACKED_2 1.600
+score XFER_LOTSA_MONEY 0.999
+score XPRIO 0.001 # force non-zero
+score XPRIO_SHORT_SUBJ 0.001
score XPRIO_URL_SHORTNER 0.999
-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
@@ -210,11 +224,11 @@ score ADVANCE_FEE_2_NEW_FORM 1.0
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
+score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_DEADLINE 1.000
score BITCOIN_MALWARE 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
score BITCOIN_SPAM_09 1.000
@@ -224,7 +238,6 @@ 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
@@ -240,7 +253,6 @@ score ENCRYPTED_MESSAGE -1.
score FBI_MONEY 1.000
score FBI_SPOOF 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
@@ -250,7 +262,6 @@ 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
@@ -265,13 +276,14 @@ score GOOG_MALWARE_DNLD 1.0
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
+score HK_WIN 1.000
score HOSTED_IMG_DIRECT_MX 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
+score HTML_OFF_PAGE 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
@@ -279,7 +291,6 @@ score MALWARE_PASSWORD 1.0
score MANY_HDRS_LCASE 0.100
score MONERO_EXTORT_01 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score OFFER_ONLY_AMERICA 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
@@ -291,11 +302,12 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score SEO_SUSP_NTLD 1.000
-score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
+score TO_NAME_SUBJ_NO_RDNS 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
@@ -305,4 +317,3 @@ score URI_OPTOUT_3LD 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score XPRIO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878556&r1=1878555&r2=1878556&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jun 7 05:15:18 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 908884 64.800% (99.649% of non-spam corpus)
-# Correctly spam: 336069 23.960% (68.513% of spam corpus)
-# False positives: 3201 0.228% (0.351% of nonspam, 54929 weighted)
-# False negatives: 154448 11.012% (31.487% of spam, 341917 weighted)
-# Average score for spam: 9.5 nonspam: 0.6
+# Correctly non-spam: 908939 64.808% (99.658% of non-spam corpus)
+# Correctly spam: 336428 23.987% (68.594% of spam corpus)
+# False positives: 3118 0.222% (0.342% of nonspam, 54010 weighted)
+# False negatives: 154032 10.983% (31.406% of spam, 339583 weighted)
+# Average score for spam: 9.4 nonspam: 0.6
# Average for false-pos: 6.4 false-neg: 2.2
-# TOTAL: 1402602 100.00%
+# TOTAL: 1402517 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113370 99.62%
-# Correctly spam: 42289 69.06%
-# False positives: 437 0.38%
-# False negatives: 18942 30.94%
-# TCR(l=50): 1.501054 SpamRecall: 69.065% SpamPrec: 98.977%
+# Correctly non-spam: 113349 99.60%
+# Correctly spam: 42300 69.09%
+# False positives: 455 0.40%
+# False negatives: 18925 30.91%
+# TCR(l=50): 1.469106 SpamRecall: 69.089% SpamPrec: 98.936%
##### 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: 900722 98.75%
-# Correctly spam: 265627 54.15%
-# False positives: 11363 1.25%
-# False negatives: 224890 45.85%
-# TCR(l=50): 0.618527 SpamRecall: 54.152% SpamPrec: 95.898%
+# Correctly non-spam: 900614 98.75%
+# Correctly spam: 265504 54.13%
+# False positives: 11443 1.25%
+# False negatives: 224956 45.87%
+# TCR(l=50): 0.615301 SpamRecall: 54.134% SpamPrec: 95.868%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112325 98.70%
-# Correctly spam: 33365 54.49%
-# False positives: 1482 1.30%
-# False negatives: 27866 45.51%
-# TCR(l=50): 0.600504 SpamRecall: 54.490% SpamPrec: 95.747%
+# Correctly non-spam: 112405 98.77%
+# Correctly spam: 33471 54.67%
+# False positives: 1399 1.23%
+# False negatives: 27754 45.33%
+# TCR(l=50): 0.626638 SpamRecall: 54.669% SpamPrec: 95.988%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878556&r1=1878555&r2=1878556&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jun 7 05:15:18 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 913912 62.896% (99.319% of non-spam corpus)
-# Correctly spam: 456371 31.408% (85.643% of spam corpus)
-# False positives: 6268 0.431% (0.681% of nonspam, 326890 weighted)
-# False negatives: 76505 5.265% (14.357% of spam, 154313 weighted)
-# Average score for spam: 13.7 nonspam: -1.8
-# Average for false-pos: 9.0 false-neg: 2.0
-# TOTAL: 1453056 100.00%
+# Correctly non-spam: 346904 43.101% (98.597% of non-spam corpus)
+# Correctly spam: 385942 47.951% (85.193% of spam corpus)
+# False positives: 4936 0.613% (1.403% of nonspam, 656518 weighted)
+# False negatives: 67081 8.334% (14.807% of spam, 147465 weighted)
+# Average score for spam: 12.3 nonspam: -2.2
+# Average for false-pos: 10.3 false-neg: 2.2
+# TOTAL: 804863 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113196 98.58%
-# Correctly spam: 57062 85.73%
-# False positives: 1628 1.42%
-# False negatives: 9498 14.27%
-# TCR(l=50): 0.732249 SpamRecall: 85.730% SpamPrec: 97.226%
+# Correctly non-spam: 43188 98.47%
+# Correctly spam: 48033 85.04%
+# False positives: 672 1.53%
+# False negatives: 8449 14.96%
+# TCR(l=50): 1.343242 SpamRecall: 85.041% SpamPrec: 98.620%
##### 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: 914999 99.44%
-# Correctly spam: 300372 56.37%
-# False positives: 5181 0.56%
-# False negatives: 232504 43.63%
-# TCR(l=50): 1.084064 SpamRecall: 56.368% SpamPrec: 98.304%
+# Correctly non-spam: 347469 98.76%
+# Correctly spam: 251721 55.56%
+# False positives: 4371 1.24%
+# False negatives: 201302 44.44%
+# TCR(l=50): 1.079006 SpamRecall: 55.565% SpamPrec: 98.293%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 114193 99.45%
-# Correctly spam: 37479 56.31%
-# False positives: 631 0.55%
-# False negatives: 29081 43.69%
-# TCR(l=50): 1.097788 SpamRecall: 56.309% SpamPrec: 98.344%
+# Correctly non-spam: 43291 98.70%
+# Correctly spam: 31315 55.44%
+# False positives: 569 1.30%
+# False negatives: 25167 44.56%
+# TCR(l=50): 1.053435 SpamRecall: 55.442% SpamPrec: 98.215%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878556&r1=1878555&r2=1878556&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jun 7 05:15:18 2020
@@ -1,202 +1,216 @@
-# 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-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
+# Using score set 1 logs for revision 1878537 from:
+# ham-net-axb-coi-bulk.r1878537.log ham-net-axb-generic.r1878537.log ham-net-axb-ham-misc.r1878537.log ham-net-darxus.r1878537.log ham-net-ena-week2.r1878537.log ham-net-ena-week3.r1878537.log ham-net-ena-week4.r1878537.log ham-net-giovanni-ham.r1878537.log ham-net-giovanni-spammy.r1878537.log ham-net-giovanni-spam.r1878537.log ham-net-grenier.r1878537.log ham-net-hege.r1878537.log ham-net-jarif.r1878537.log ham-net-jbrooks.r1878537.log ham-net-mmiroslaw-mails-ham.r1878537.log ham-net-mmiroslaw-mails-spam.r1878537.log ham-net-npiazzi.r1878537.log ham-net-pds.r1878537.log ham-net-sihde.r1878537.log ham-net-spamsponge.r1878537.log ham-net-thendrikx.r1878537.log spam-net-axb-coi-bulk.r1878537.log spam-net-axb-generic.r1878537.log spam-net-axb-ham-misc.r1878537.log spam-net-darxus.r1878537.log spam-net-ena-week2.r1878537.log spam-net-ena-week3.r1878537.log spam-net-ena-week4.r1878537.log spam-net-giovanni-ham.r1878537.log spam-net-giovanni-spammy.r1878537.log spam-net-giovanni-spam.r187
8537.log spam-net-grenier.r1878537.log spam-net-hege.r1878537.log spam-net-jarif.r1878537.log spam-net-jbrooks.r1878537.log spam-net-mmiroslaw-mails-ham.r1878537.log spam-net-mmiroslaw-mails-spam.r1878537.log spam-net-npiazzi.r1878537.log spam-net-pds.r1878537.log spam-net-sihde.r1878537.log spam-net-spamsponge.r1878537.log spam-net-thendrikx.r1878537.log
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.001 # force non-zero
-score ADMITS_SPAM 0.760
-score ADVANCE_FEE_2_NEW_MONEY 1.956
-score ADVANCE_FEE_3_NEW 2.595
-score ADVANCE_FEE_3_NEW_MONEY 0.951
+score AC_FROM_MANY_DOTS 0.001
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 0.001
+score ADVANCE_FEE_2_NEW_MONEY 0.689
+score ADVANCE_FEE_3_NEW 0.990
+score ADVANCE_FEE_3_NEW_MONEY 1.521
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.942
+score ADVANCE_FEE_4_NEW_MONEY 2.299
+score ADVANCE_FEE_5_NEW 1.898
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.064
-score AD_PREFS 0.291
-score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.024
-score BITCOIN_EXTORT_01 1.159
-score BITCOIN_EXTORT_02 3.753
-score BITCOIN_SPAM_01 0.674
-score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 2.408
-score BITCOIN_SPAM_05 1.572
-score BITCOIN_SPAM_08 0.001
-score BODY_SINGLE_URI 1.321
-score BODY_SINGLE_WORD 0.716
-score BODY_URI_ONLY 0.999
+score ADVANCE_FEE_5_NEW_MONEY 0.263
+score AD_PREFS 0.289
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score BITCOIN_EXTORT_01 0.626
+score BITCOIN_EXTORT_02 2.639
+score BITCOIN_SPAM_01 0.393
+score BITCOIN_SPAM_02 1.775
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_04 0.751
+score BITCOIN_SPAM_05 2.372
+score BITCOIN_SPAM_08 0.474
+score BODY_SINGLE_URI 1.410
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 1.000
+score BOGUS_MIME_VERSION 0.899
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 1.000
-score CTYPE_NULL 2.899
-score DEAR_BENEFICIARY 1.171
-score DKIMWL_BL 2.302
-score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 0.999
-score END_FUTURE_EMAILS 2.185
-score FILL_THIS_FORM 0.464
-score FORGED_RELAY_MUA_TO_MX 3.599
-score FORGED_SPF_HELO 2.191
-score FORM_FRAUD 0.256
+score CTE_8BIT_MISMATCH 0.838
+score CTYPE_NULL 2.700
+score DEAR_BENEFICIARY 1.077
+score DKIMWL_BL 1.778
+score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DX_TEXT_03 0.699
+score END_FUTURE_EMAILS 1.528
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.216
+score FORGED_SPF_HELO 1.153
+score FORM_FRAUD 0.001
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FOUND_YOU 3.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 2.242
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 1.775
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.001 # force non-zero
-score FROM_FMBLA_NEWDOM28 0.800
+score FROM_ADDR_WS 0.581
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.343
+score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.069
+score FROM_MISSP_DYNIP 2.272
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.842
+score FROM_MISSP_FREEMAIL 2.094
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 1.248
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.671
+score FROM_NTLD_REPLY_FREEMAIL 0.728
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.804
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WORDY 2.499
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 1.815
-score FUZZY_SECURITY 2.495
-score FUZZY_WALLET 2.187
+score FSL_THIS_IS_ADV 0.759
+score FUZZY_BITCOIN 0.650
+score FUZZY_IMPORTANT 1.966
+score FUZZY_SECURITY 2.483
+score FUZZY_WALLET 2.193
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.430
-score GB_FREEMAIL_DISPTO 0.499
+score GB_BITCOIN_NH 1.655
+score GB_FREEMAIL_DISPTO 0.500
score GB_GOOGLE_OBFUS 0.749
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 0.994
-score HDR_ORDER_FTSDMCXX_NORDNS 2.999
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 1.222
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 1.000
+score HELO_MISC_IP 0.168
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.999
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.424
-score HK_SCAM 1.184
-score HOSTED_IMG_FREEM 2.428
-score HOSTED_IMG_MULTI 1.652
+score HK_RCVD_IP_MULTICAST 1.562
+score HK_SCAM 1.999
+score HOSTED_IMG_FREEM 2.134
+score HOSTED_IMG_MULTI 0.941
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.807
-score HTML_TAG_BALANCE_CENTER 2.799
-score HTML_TEXT_INVISIBLE_STYLE 1.279
+score HTML_SINGLET_MANY 1.118
+score HTML_TAG_BALANCE_CENTER 2.408
+score HTML_TEXT_INVISIBLE_STYLE 1.791
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.099
-score KHOP_FAKE_EBAY 1.317
-score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 2.093
-score LONG_HEX_URI 1.618
-score LONG_IMG_URI 0.465
+score KB_FORGED_MOZ4 4.199
+score KHOP_FAKE_EBAY 0.001
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PRTL_SAME_USER 2.414
+score LONG_HEX_URI 1.614
+score LONG_IMG_URI 0.960
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.887
-score MALF_HTML_B64 3.499
-score MANY_SPAN_IN_TEXT 3.621
-score MAY_BE_FORGED 0.250
+score LOTTO_AGENT 1.499
+score MALFORMED_FREEMAIL 1.254
+score MALF_HTML_B64 2.134
+score MANY_SPAN_IN_TEXT 3.299
+score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MONEY_ATM_CARD 0.001
-score MONEY_FORM_SHORT 1.229
+score MIXED_ES 0.599
+score MONEY_ATM_CARD 2.299
+score MONEY_FORM_SHORT 0.001 # force non-zero
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.466
-score MONEY_FRAUD_8 0.071
+score MONEY_FRAUD_5 0.513
+score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001 # force non-zero
-score MSM_PRIO_REPTO 2.075
-score NORDNS_LOW_CONTRAST 2.500
-score NO_FM_NAME_IP_HOSTN 1.062
-score NSL_RCVD_FROM_USER 0.188
+score MONEY_FROM_MISSP 0.001
+score MSM_PRIO_REPTO 2.499
+score NORDNS_LOW_CONTRAST 2.499
+score NO_FM_NAME_IP_HOSTN 1.672
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.562
+score NUMBERONLY_BITCOIN_EXP 1.276
score OBFU_BITCOIN 0.001
+score OFFER_ONLY_AMERICA 0.778
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.001
+score PDS_BTC_NTLD 1.136
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.016
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.199
+score PDS_FROM_2_EMAILS 1.799
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.071
-score PDS_NAKED_TO_NUMERO 1.450
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_NAKED_TO_NUMERO 2.000
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.443
score PDS_OTHER_BAD_TLD 1.999
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_SPOOFED_URL 2.000
-score PDS_TINYSUBJ_URISHRT 0.355
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.855
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.641
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_SHORT_SPOOFED_URL 1.541
+score PDS_TINYSUBJ_URISHRT 0.219
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.267
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.228
+score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.760
+score PDS_TO_EQ_FROM_NAME 0.018
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.547
-score RDNS_NUM_TLD_XM 1.636
-score SCRIPT_GIBBERISH 2.826
-score SERGIO_SUBJECT_VIAGRA01 0.001
+score RDNS_NUM_TLD_ATCHNX 2.303
+score RDNS_NUM_TLD_XM 0.001 # force non-zero
+score RISK_FREE 2.124
+score SCRIPT_GIBBERISH 2.700
+score SERGIO_SUBJECT_VIAGRA01 0.276
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 1.479
-score SHORT_SHORTNER 1.915
-score SINGLETS_LOW_CONTRAST 1.429
+score SHORT_IMG_SUSP_NTLD 0.634
+score SHORT_SHORTNER 1.491
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.997
+score SPOOFED_FREEM_REPTO 2.159
+score SPOOFED_FREEM_REPTO_CHN 2.274
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUSP_UTF8_WORD_MANY 3.000
-score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 0.001
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.700
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.744
-score TO_EQ_FM_DIRECT_MX 2.487
+score SUBJ_OBFU_PUNCT_MANY 1.579
+score SUBJ_UNNEEDED_HTML 0.531
+score SUSP_UTF8_WORD_MANY 2.999
+score THIS_AD 1.899
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.600
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.338
+score TO_EQ_FM_DIRECT_MX 2.498
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.124
-score TO_EQ_FM_SPF_FAIL 1.110
+score TO_EQ_FM_DOM_HTML_ONLY 1.200
+score TO_EQ_FM_DOM_SPF_FAIL 0.961
+score TO_EQ_FM_HTML_ONLY 0.105
+score TO_EQ_FM_SPF_FAIL 0.141
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.261
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.847
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_FROM_MSSP 1.559
+score TO_NO_BRKTS_HTML_IMG 1.096
+score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_MSFT 0.318
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 0.877
+score TVD_APPROVED 1.259
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNICODE_OBFU_ASC 1.039
-score UPGRADE_MAILBOX 0.992
-score URI_GOOGLE_PROXY 2.700
+score TVD_SPACE_RATIO_MINFP 2.408
+score UNICODE_OBFU_ASC 1.040
+score UPGRADE_MAILBOX 1.015
+score URI_GOOGLE_PROXY 2.070
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.917
-score URI_PHISH 3.729
+score URI_ONLY_MSGID_MALF 1.942
+score URI_PHISH 2.194
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 2.000
-score URI_WPADMIN 2.799
-score URI_WP_DIRINDEX 3.500
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score XFER_LOTSA_MONEY 0.955
-score XPRIO_SHORT_SUBJ 0.477
+score URI_TRY_3LD 0.698
+score URI_WPADMIN 2.599
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.400
+score URI_WP_HACKED_2 1.600
+score XFER_LOTSA_MONEY 0.999
+score XPRIO 0.001 # force non-zero
+score XPRIO_SHORT_SUBJ 0.001
score XPRIO_URL_SHORTNER 0.999
-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
@@ -210,11 +224,11 @@ score ADVANCE_FEE_2_NEW_FORM 1.0
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
+score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_DEADLINE 1.000
score BITCOIN_MALWARE 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
score BITCOIN_SPAM_09 1.000
@@ -224,7 +238,6 @@ 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
@@ -240,7 +253,6 @@ score ENCRYPTED_MESSAGE -1.
score FBI_MONEY 1.000
score FBI_SPOOF 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
@@ -250,7 +262,6 @@ 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
@@ -265,13 +276,14 @@ score GOOG_MALWARE_DNLD 1.0
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
+score HK_WIN 1.000
score HOSTED_IMG_DIRECT_MX 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
+score HTML_OFF_PAGE 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
@@ -279,7 +291,6 @@ score MALWARE_PASSWORD 1.0
score MANY_HDRS_LCASE 0.100
score MONERO_EXTORT_01 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score OFFER_ONLY_AMERICA 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
@@ -291,11 +302,12 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score SEO_SUSP_NTLD 1.000
-score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
+score TO_NAME_SUBJ_NO_RDNS 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
@@ -305,4 +317,3 @@ score URI_OPTOUT_3LD 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score XPRIO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878556&r1=1878555&r2=1878556&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jun 7 05:15:18 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 908884 64.800% (99.649% of non-spam corpus)
-# Correctly spam: 336069 23.960% (68.513% of spam corpus)
-# False positives: 3201 0.228% (0.351% of nonspam, 54929 weighted)
-# False negatives: 154448 11.012% (31.487% of spam, 341917 weighted)
-# Average score for spam: 9.5 nonspam: 0.6
+# Correctly non-spam: 908939 64.808% (99.658% of non-spam corpus)
+# Correctly spam: 336428 23.987% (68.594% of spam corpus)
+# False positives: 3118 0.222% (0.342% of nonspam, 54010 weighted)
+# False negatives: 154032 10.983% (31.406% of spam, 339583 weighted)
+# Average score for spam: 9.4 nonspam: 0.6
# Average for false-pos: 6.4 false-neg: 2.2
-# TOTAL: 1402602 100.00%
+# TOTAL: 1402517 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113370 99.62%
-# Correctly spam: 42289 69.06%
-# False positives: 437 0.38%
-# False negatives: 18942 30.94%
-# TCR(l=50): 1.501054 SpamRecall: 69.065% SpamPrec: 98.977%
+# Correctly non-spam: 113349 99.60%
+# Correctly spam: 42300 69.09%
+# False positives: 455 0.40%
+# False negatives: 18925 30.91%
+# TCR(l=50): 1.469106 SpamRecall: 69.089% SpamPrec: 98.936%
##### 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: 900722 98.75%
-# Correctly spam: 265627 54.15%
-# False positives: 11363 1.25%
-# False negatives: 224890 45.85%
-# TCR(l=50): 0.618527 SpamRecall: 54.152% SpamPrec: 95.898%
+# Correctly non-spam: 900614 98.75%
+# Correctly spam: 265504 54.13%
+# False positives: 11443 1.25%
+# False negatives: 224956 45.87%
+# TCR(l=50): 0.615301 SpamRecall: 54.134% SpamPrec: 95.868%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112325 98.70%
-# Correctly spam: 33365 54.49%
-# False positives: 1482 1.30%
-# False negatives: 27866 45.51%
-# TCR(l=50): 0.600504 SpamRecall: 54.490% SpamPrec: 95.747%
+# Correctly non-spam: 112405 98.77%
+# Correctly spam: 33471 54.67%
+# False positives: 1399 1.23%
+# False negatives: 27754 45.33%
+# TCR(l=50): 0.626638 SpamRecall: 54.669% SpamPrec: 95.988%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878556&r1=1878555&r2=1878556&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jun 7 05:15:18 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 913912 62.896% (99.319% of non-spam corpus)
-# Correctly spam: 456371 31.408% (85.643% of spam corpus)
-# False positives: 6268 0.431% (0.681% of nonspam, 326890 weighted)
-# False negatives: 76505 5.265% (14.357% of spam, 154313 weighted)
-# Average score for spam: 13.7 nonspam: -1.8
-# Average for false-pos: 9.0 false-neg: 2.0
-# TOTAL: 1453056 100.00%
+# Correctly non-spam: 346904 43.101% (98.597% of non-spam corpus)
+# Correctly spam: 385942 47.951% (85.193% of spam corpus)
+# False positives: 4936 0.613% (1.403% of nonspam, 656518 weighted)
+# False negatives: 67081 8.334% (14.807% of spam, 147465 weighted)
+# Average score for spam: 12.3 nonspam: -2.2
+# Average for false-pos: 10.3 false-neg: 2.2
+# TOTAL: 804863 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113196 98.58%
-# Correctly spam: 57062 85.73%
-# False positives: 1628 1.42%
-# False negatives: 9498 14.27%
-# TCR(l=50): 0.732249 SpamRecall: 85.730% SpamPrec: 97.226%
+# Correctly non-spam: 43188 98.47%
+# Correctly spam: 48033 85.04%
+# False positives: 672 1.53%
+# False negatives: 8449 14.96%
+# TCR(l=50): 1.343242 SpamRecall: 85.041% SpamPrec: 98.620%
##### 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: 914999 99.44%
-# Correctly spam: 300372 56.37%
-# False positives: 5181 0.56%
-# False negatives: 232504 43.63%
-# TCR(l=50): 1.084064 SpamRecall: 56.368% SpamPrec: 98.304%
+# Correctly non-spam: 347469 98.76%
+# Correctly spam: 251721 55.56%
+# False positives: 4371 1.24%
+# False negatives: 201302 44.44%
+# TCR(l=50): 1.079006 SpamRecall: 55.565% SpamPrec: 98.293%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 114193 99.45%
-# Correctly spam: 37479 56.31%
-# False positives: 631 0.55%
-# False negatives: 29081 43.69%
-# TCR(l=50): 1.097788 SpamRecall: 56.309% SpamPrec: 98.344%
+# Correctly non-spam: 43291 98.70%
+# Correctly spam: 31315 55.44%
+# False positives: 569 1.30%
+# False negatives: 25167 44.56%
+# TCR(l=50): 1.053435 SpamRecall: 55.442% SpamPrec: 98.215%