Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1885735&r1=1885734&r2=1885735&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Jan 21 03:02:16 2021
@@ -1,172 +1,171 @@
-# Using score set 0 logs for revision 1885688 from:
-# ham-axb-coi-bulk.r1885688.log ham-axb-generic.r1885688.log ham-axb-ham-misc.r1885688.log ham-darxus.r1885688.log ham-ena-week0.r1885688.log ham-ena-week1.r1885688.log ham-ena-week2.r1885688.log ham-ena-week3.r1885688.log ham-ena-week4.r1885688.log ham-giovanni-ham.r1885688.log ham-giovanni-spammy.r1885688.log ham-giovanni-spam.r1885688.log ham-grenier.r1885688.log ham-jhardin.r1885688.log ham-llanga.r1885688.log ham-mmiroslaw-mails-ham.r1885688.log ham-mmiroslaw-mails-spam.r1885688.log ham-npiazzi.r1885688.log ham-pds.r1885688.log ham-sihde.r1885688.log ham-spamsponge.r1885688.log ham-thendrikx.r1885688.log spam-axb-coi-bulk.r1885688.log spam-axb-generic.r1885688.log spam-axb-ham-misc.r1885688.log spam-darxus.r1885688.log spam-ena-week0.r1885688.log spam-ena-week1.r1885688.log spam-ena-week2.r1885688.log spam-ena-week3.r1885688.log spam-ena-week4.r1885688.log spam-giovanni-ham.r1885688.log spam-giovanni-spammy.r1885688.log spam-giovanni-spam.r1885688.log spam-grenier.r1885688.log
spam-jhardin.r1885688.log spam-llanga.r1885688.log spam-mmiroslaw-mails-ham.r1885688.log spam-mmiroslaw-mails-spam.r1885688.log spam-npiazzi.r1885688.log spam-pds.r1885688.log spam-sihde.r1885688.log spam-spamsponge.r1885688.log spam-thendrikx.r1885688.log
+# Using score set 0 logs for revision 1885714 from:
+# ham-axb-coi-bulk.r1885714.log ham-axb-generic.r1885714.log ham-axb-ham-misc.r1885714.log ham-darxus.r1885714.log ham-ena-week0.r1885714.log ham-ena-week1.r1885714.log ham-ena-week2.r1885714.log ham-ena-week3.r1885714.log ham-ena-week4.r1885714.log ham-giovanni-ham.r1885714.log ham-giovanni-spammy.r1885714.log ham-giovanni-spam.r1885714.log ham-grenier.r1885714.log ham-jhardin.r1885714.log ham-llanga.r1885714.log ham-mmiroslaw-mails-ham.r1885714.log ham-mmiroslaw-mails-spam.r1885714.log ham-npiazzi.r1885714.log ham-pds.r1885714.log ham-sihde.r1885714.log ham-spamsponge.r1885714.log ham-thendrikx.r1885714.log spam-axb-coi-bulk.r1885714.log spam-axb-generic.r1885714.log spam-axb-ham-misc.r1885714.log spam-darxus.r1885714.log spam-ena-week0.r1885714.log spam-ena-week1.r1885714.log spam-ena-week2.r1885714.log spam-ena-week3.r1885714.log spam-ena-week4.r1885714.log spam-giovanni-ham.r1885714.log spam-giovanni-spammy.r1885714.log spam-giovanni-spam.r1885714.log spam-grenier.r1885714.log
spam-jhardin.r1885714.log spam-llanga.r1885714.log spam-mmiroslaw-mails-ham.r1885714.log spam-mmiroslaw-mails-spam.r1885714.log spam-npiazzi.r1885714.log spam-pds.r1885714.log spam-sihde.r1885714.log spam-spamsponge.r1885714.log spam-thendrikx.r1885714.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.999
+score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 3.000
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.700
+score ADMITS_SPAM 3.799
score ADVANCE_FEE_2_NEW_FORM 0.001
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.514
-score ADVANCE_FEE_2_NEW_MONEY 2.000
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.746
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.893
-score ADVANCE_FEE_4_NEW 2.499
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.432
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 3.299
+score ADVANCE_FEE_3_NEW_MONEY 0.891
+score ADVANCE_FEE_4_NEW 2.899
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_4_NEW_MONEY 3.999
+score ADVANCE_FEE_5_NEW 3.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.873
-score BIGNUM_EMAILS 2.250
-score BITCOIN_DEADLINE 1.597
-score BITCOIN_EXTORT_01 4.080
-score BITCOIN_MALF_HTML 2.217
-score BITCOIN_MALWARE 0.009
-score BITCOIN_OBFU_SUBJ 2.940
-score BITCOIN_PAY_ME 0.405
-score BITCOIN_SPAM_02 0.559
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.533
+score BIGNUM_EMAILS 2.572
+score BITCOIN_DEADLINE 1.822
+score BITCOIN_EXTORT_01 4.429
+score BITCOIN_MALF_HTML 2.322
+score BITCOIN_MALWARE 0.015
+score BITCOIN_OBFU_SUBJ 2.959
+score BITCOIN_PAY_ME 0.733
+score BITCOIN_SPAM_02 0.074
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 3.239
-score BITCOIN_XPRIO 0.391
-score BITCOIN_YOUR_INFO 0.650
+score BITCOIN_SPAM_07 3.326
+score BITCOIN_XPRIO 0.001
+score BITCOIN_YOUR_INFO 0.280
score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 2.500
-score BODY_SINGLE_WORD 0.974
-score BODY_URI_ONLY 1.999
-score BOGUS_MIME_VERSION 3.476
+score BODY_SINGLE_URI 2.401
+score BODY_SINGLE_WORD 1.262
+score BODY_URI_ONLY 1.998
+score BOGUS_MIME_VERSION 3.187
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 0.001
-score DOS_OUTLOOK_TO_MX_IMAGE 3.299
-score DSN_NO_MIMEVERSION 2.000
-score EBAY_IMG_NOT_RCVD_EBAY 2.441
+score DOS_OUTLOOK_TO_MX_IMAGE 3.399
+score DSN_NO_MIMEVERSION 1.999
+score EBAY_IMG_NOT_RCVD_EBAY 1.928
score END_FUTURE_EMAILS 2.100
-score ENVFROM_GOOG_TRIX 2.057
-score FAKE_REPLY_A1 2.899
-score FILL_THIS_FORM 0.238
-score FONT_INVIS_DIRECT 2.598
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 0.258
-score FONT_INVIS_MSGID 1.532
-score FONT_INVIS_NORDNS 1.737
+score ENVFROM_GOOG_TRIX 2.051
+score FAKE_REPLY_A1 2.999
+score FILL_THIS_FORM 0.001
+score FONT_INVIS_DIRECT 2.600
+score FONT_INVIS_HTML_NOHTML 2.898
+score FONT_INVIS_LONG_LINE 0.248
+score FONT_INVIS_MSGID 1.649
+score FONT_INVIS_NORDNS 1.272
score FORGED_RELAY_MUA_TO_MX 3.999
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.001
+score FORM_FRAUD 0.001
+score FORM_FRAUD_3 2.899
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.499
+score FROMSPACE 3.599
score FROM_2_EMAILS_SHORT 2.999
-score FROM_ADDR_WS 2.999
+score FROM_ADDR_WS 3.000
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.271
+score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.999
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_PHISH 3.421
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_TO_UNDISC 0.487
+score FROM_MISSP_FREEMAIL 4.099
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_REPLYTO 1.945
+score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_MULTI_NORDNS 2.601
-score FROM_NTLD_REPLY_FREEMAIL 1.485
+score FROM_MULTI_NORDNS 2.597
+score FROM_NTLD_REPLY_FREEMAIL 1.319
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_WSP_TRAIL 2.010
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.400
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 1.299
-score FUZZY_BITCOIN 0.085
+score FSL_THIS_IS_ADV 1.199
+score FUZZY_BITCOIN 0.069
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.487
score GB_GOOGLE_OBFUS 0.749
-score GOOGLE_DOCS_PHISH 0.001 # force non-zero
-score GOOGLE_DOC_SUSP 2.610
-score GOOG_REDIR_NORDNS 2.498
+score GOOGLE_DOCS_PHISH 0.001
+score GOOGLE_DOC_SUSP 2.602
+score GOOG_REDIR_NORDNS 2.499
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE 0.100
+score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.596
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_NORDNS 2.607
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.854
+score HK_WIN 1.000
+score HOSTED_IMG_DIRECT_MX 2.102
score HOSTED_IMG_FREEM 3.499
-score HTML_OFF_PAGE 2.747
+score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_FONT 1.881
-score HTML_TEXT_INVISIBLE_STYLE 0.863
-score IMG_ONLY_FM_DOM_INFO 1.372
-score JH_SPAMMY_PATTERN01 2.096
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 1.328
+score IMG_ONLY_FM_DOM_INFO 1.046
+score JH_SPAMMY_PATTERN01 1.478
score KHOP_FAKE_EBAY 0.299
score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 2.551
-score LONG_IMG_URI 0.465
+score LIST_PRTL_SAME_USER 0.010
+score LONG_HEX_URI 2.600
+score LONG_IMG_URI 0.498
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 0.845
-score MALFORMED_FREEMAIL 3.582
-score MANY_HDRS_LCASE 0.100
-score MAY_BE_FORGED 0.857
-score MILLION_HUNDRED 0.876
-score MILLION_USD 0.612
+score LOTTO_DEPT 0.001
+score MALFORMED_FREEMAIL 3.599
+score MANY_HDRS_LCASE 0.099
+score MAY_BE_FORGED 1.095
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.499
-score MIXED_FONT_CASE 0.654
+score MIXED_ES 2.599
+score MIXED_FONT_CASE 0.657
score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 1.458
-score MONEY_ATM_CARD 2.653
+score MIXED_IMG_CASE 0.997
+score MONEY_ATM_CARD 2.799
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_3 2.999
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_DOLLARS_URI_IMG 2.999
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.193
+score MSM_PRIO_REPTO 1.597
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.276
-score NORDNS_LOW_CONTRAST 1.631
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 1.637
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.181
-score OBFU_BITCOIN 0.088
-score OBFU_TEXT_ATTACH 0.799
-score OFFER_ONLY_AMERICA 0.502
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 1.058
+score OBFU_BITCOIN 0.001
+score OFFER_ONLY_AMERICA 0.683
score ONLINE_MKTG_CNSLT 2.699
-score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BAD_THREAD_QP_64 1.000
score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.361
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.864
+score PDS_BTC_NTLD 0.029
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
+score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 3.135
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
score PDS_OTHER_BAD_TLD 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.499
@@ -174,72 +173,72 @@ score PDS_SHORTFWD_URISHRT_QP 1.4
score PDS_SHORT_SPOOFED_URL 1.999
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 2.000
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.209
-score RDNS_NUM_TLD_XM 2.999
-score REPTO_419_FRAUD 0.791
+score PP_MIME_FAKE_ASCII_TEXT 1.000
+score RATWARE_NO_RDNS 0.153
+score RDNS_NUM_TLD_XM 3.000
+score REPTO_419_FRAUD 0.795
score REPTO_419_FRAUD_GM 2.999
-score RISK_FREE 2.573
+score RISK_FREE 3.923
score SENDGRID_REDIR 1.499
-score SENDGRID_REDIR_PHISH 3.500
-score SERGIO_SUBJECT_VIAGRA01 0.721
+score SENDGRID_REDIR_PHISH 3.499
+score SERGIO_SUBJECT_VIAGRA01 0.421
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 3.099
-score SHORTENER_SHORT_IMG 2.032
+score SHORTENED_URL_SRC 3.199
+score SHORTENER_SHORT_IMG 2.050
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 1.635
-score STOX_BOUND_090909_B 2.487
-score SUSP_UTF8_WORD_FROM 1.999
-score THIS_AD 0.699
+score STOCK_LOW_CONTRAST 0.254
+score STOX_BOUND_090909_B 2.498
+score SUSP_UTF8_WORD_FROM 2.000
+score THIS_AD 0.799
score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 0.194
-score TO_EQ_FM_DOM_HTML_ONLY 1.316
-score TO_EQ_FM_HTML_ONLY 0.425
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.500
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_HTML_IMG 0.056
+score TO_EQ_FM_DOM_HTML_ONLY 0.786
+score TO_EQ_FM_HTML_ONLY 0.757
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.499
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.492
+score TO_NO_BRKTS_MSFT 1.944
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.402
+score TO_NO_BRKTS_PCNT 2.499
score TVD_IP_HEX 3.599
-score TVD_IP_SING_HEX 2.855
+score TVD_IP_SING_HEX 2.745
score TVD_RCVD_SPACE_BRACKET 3.799
-score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_ENCODED 2.500
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_NUM_OBFU_MINFP 1.950
+score TVD_SUBJ_NUM_OBFU_MINFP 3.132
score UPGRADE_MAILBOX 0.899
-score URI_DOTDOT_LOW_CNTRST 2.500
+score URI_DOTDOT_LOW_CNTRST 2.499
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.899
-score URI_HEX_IP 1.271
-score URI_MYSP_AC 3.699
-score URI_ONLY_MSGID_MALF 2.000
-score URI_PHISH 2.254
+score URI_HEX_IP 2.081
+score URI_MYSP_AC 3.799
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 2.251
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.939
-score URI_WPADMIN 2.599
+score URI_TRY_3LD 1.930
+score URI_WPADMIN 2.700
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 3.385
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 0.503
+score VFY_ACCT_NORDNS 0.496
score WORD_INVIS 2.999
-score WORD_INVIS_MANY 2.768
+score WORD_INVIS_MANY 2.652
score XFER_LOTSA_MONEY 0.001
score XPRIO 0.001
-score YOU_INHERIT 2.299
+score YOU_INHERIT 2.399
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1885735&r1=1885734&r2=1885735&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jan 21 03:02:16 2021
@@ -4,59 +4,59 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 1.377
+score AC_FROM_MANY_DOTS 1.378
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 2.510
+score ADMITS_SPAM 2.164
score ADVANCE_FEE_2_NEW_FORM 0.001
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.667
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.182
+score ADVANCE_FEE_2_NEW_MONEY 1.515
+score ADVANCE_FEE_3_NEW 3.497
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.005
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.247
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.361
+score ADVANCE_FEE_4_NEW 2.246
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.399
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 3.096
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.289
-score AMAZON_IMG_NOT_RCVD_AMZN 2.031
+score ALIBABA_IMG_NOT_RCVD_ALI 2.075
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.299
-score BIGNUM_EMAILS 1.414
-score BITCOIN_DEADLINE 0.647
-score BITCOIN_EXTORT_01 3.360
-score BITCOIN_MALF_HTML 3.499
-score BITCOIN_OBFU_SUBJ 2.954
-score BITCOIN_PAY_ME 0.001 # force non-zero
-score BITCOIN_SPAM_02 2.497
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.328
+score BIGNUM_EMAILS 1.446
+score BITCOIN_DEADLINE 0.404
+score BITCOIN_EXTORT_01 3.388
+score BITCOIN_MALF_HTML 3.350
+score BITCOIN_OBFU_SUBJ 2.955
+score BITCOIN_PAY_ME 0.001
+score BITCOIN_SPAM_02 1.301
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 2.207
-score BITCOIN_SPAM_07 2.878
-score BITCOIN_XPRIO 0.001
+score BITCOIN_SPAM_05 1.662
+score BITCOIN_SPAM_07 3.499
+score BITCOIN_XPRIO 0.044
score BITCOIN_YOUR_INFO 0.001
-score BODY_EMPTY 1.998
-score BODY_SINGLE_URI 0.341
+score BODY_EMPTY 1.997
+score BODY_SINGLE_URI 0.906
score BODY_SINGLE_WORD 2.497
-score BODY_URI_ONLY 2.270
-score BOGUS_MIME_VERSION 3.499
+score BODY_URI_ONLY 2.247
+score BOGUS_MIME_VERSION 2.933
score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.167
+score DKIMWL_WL_HIGH -0.168
score DKIMWL_WL_MED -0.001 # force non-zero
score DOS_OUTLOOK_TO_MX_IMAGE 2.996
score DSN_NO_MIMEVERSION 1.997
-score EBAY_IMG_NOT_RCVD_EBAY 2.155
-score END_FUTURE_EMAILS 0.828
-score ENVFROM_GOOG_TRIX 0.995
+score EBAY_IMG_NOT_RCVD_EBAY 0.968
+score END_FUTURE_EMAILS 0.915
+score ENVFROM_GOOG_TRIX 0.672
score FAKE_REPLY_A1 2.896
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 2.091
-score FONT_INVIS_HTML_NOHTML 1.596
-score FONT_INVIS_LONG_LINE 1.442
-score FONT_INVIS_MSGID 0.001
+score FONT_INVIS_DIRECT 2.089
+score FONT_INVIS_HTML_NOHTML 2.148
+score FONT_INVIS_LONG_LINE 1.736
+score FONT_INVIS_MSGID 0.699
score FONT_INVIS_NORDNS 2.497
score FORGED_RELAY_MUA_TO_MX 3.795
score FORGED_SPF_HELO 2.197
@@ -64,192 +64,191 @@ score FORM_FRAUD 0.9
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 1.216
-score FROM_2_EMAILS_SHORT 2.537
-score FROM_ADDR_WS 2.997
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 1.220
+score FROM_2_EMAILS_SHORT 2.999
+score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.998
+score FROM_GOV_DKIM_AU -0.629
score FROM_GOV_SPOOF 0.998
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.617
+score FROM_MISSP_FREEMAIL 1.080
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.994
+score FROM_MISSP_PHISH 0.289
score FROM_MISSP_REPLYTO 2.497
-score FROM_MISSP_SPF_FAIL 0.095
-score FROM_MISSP_TO_UNDISC 0.412
+score FROM_MISSP_SPF_FAIL 1.394
+score FROM_MISSP_TO_UNDISC 0.457
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.497
score FROM_MULTI_NORDNS 3.496
-score FROM_NTLD_REPLY_FREEMAIL 1.650
+score FROM_NTLD_REPLY_FREEMAIL 1.906
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.754
-score FROM_WSP_TRAIL 2.199
+score FROM_SUSPICIOUS_NTLD_FP 1.086
+score FROM_WSP_TRAIL 2.117
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 0.903
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 0.001
-score FUZZY_BITCOIN 0.624
+score FUZZY_BITCOIN 0.757
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_OBFUS 0.556
+score GB_GOOGLE_OBFUS 0.748
score GOOGLE_DOCS_PHISH 0.001
-score GOOGLE_DOC_SUSP 2.392
+score GOOGLE_DOC_SUSP 2.287
score GOOG_REDIR_NORDNS 3.096
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.098
-score HDR_ORDER_FTSDMCXX_DIRECT 1.806
+score HDRS_LCASE 0.098
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 1.809
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.001
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.001
-score HK_SCAM 0.001
+score HK_SCAM 0.001 # force non-zero
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 3.004
-score HOSTED_IMG_FREEM 3.432
+score HOSTED_IMG_DIRECT_MX 0.912
+score HOSTED_IMG_FREEM 3.497
score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.533
-score HTML_TEXT_INVISIBLE_FONT 1.992
-score HTML_TEXT_INVISIBLE_STYLE 1.592
-score IMG_ONLY_FM_DOM_INFO 1.584
-score JH_SPAMMY_PATTERN01 1.906
-score KHOP_FAKE_EBAY 0.478
+score HTML_SINGLET_MANY 0.001
+score HTML_TEXT_INVISIBLE_FONT 1.935
+score HTML_TEXT_INVISIBLE_STYLE 1.732
+score IMG_ONLY_FM_DOM_INFO 1.586
+score JH_SPAMMY_PATTERN01 1.805
+score KHOP_FAKE_EBAY 0.445
score KHOP_HELO_FCRDNS 0.398
-score LIST_PRTL_SAME_USER 0.999
-score LONG_HEX_URI 1.503
-score LONG_IMG_URI 0.766
+score LIST_PRTL_SAME_USER 0.927
+score LONG_HEX_URI 2.748
+score LONG_IMG_URI 0.776
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 0.169
-score MALFORMED_FREEMAIL 1.737
-score MANY_HDRS_LCASE 0.099
-score MAY_BE_FORGED 2.297
-score MILLION_HUNDRED 0.227
-score MILLION_USD 0.780
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 1.943
+score MANY_HDRS_LCASE 0.098
+score MAY_BE_FORGED 0.001
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.324
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_ES 2.297
-score MIXED_FONT_CASE 2.249
+score MIXED_FONT_CASE 1.983
score MIXED_HREF_CASE 1.997
-score MIXED_IMG_CASE 1.374
-score MONEY_ATM_CARD 2.696
+score MIXED_IMG_CASE 2.970
+score MONEY_ATM_CARD 2.665
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_3 0.001 # force non-zero
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.093
-score MONEY_FREEMAIL_REPTO 0.034
+score MONEY_FRAUD_8 0.581
+score MONEY_FREEMAIL_REPTO 0.636
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.465
+score MONEY_NOHTML 1.948
score MSGID_DOLLARS_URI_IMG 2.996
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.215
-score NA_DOLLARS 1.064
-score NICE_REPLY_A -0.094
-score NORDNS_LOW_CONTRAST 2.084
+score MSM_PRIO_REPTO 2.220
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 1.784
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.538
-score OBFU_BITCOIN 0.001
+score NSL_RCVD_HELO_USER 0.762
+score OBFU_BITCOIN 0.122
score OFFER_ONLY_AMERICA 0.001
score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.273
+score PDS_BTC_ID 0.317
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.153
+score PDS_BTC_NTLD 1.999
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 1.034
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_EMPTYSUBJ_URISHRT 0.788
+score PDS_FRNOM_TODOM_DBL_URL 1.424
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 3.370
+score PDS_FROM_2_EMAILS 3.369
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
-score PDS_OTHER_BAD_TLD 1.950
+score PDS_OTHER_BAD_TLD 1.997
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TINYSUBJ_URISHRT 0.964
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PDS_TINYSUBJ_URISHRT 1.209
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001
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 PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 1.322
+score RATWARE_NO_RDNS 1.364
score RCVD_IN_MSPIKE_H2 -0.001
score RDNS_NUM_TLD_XM 2.996
-score REPTO_419_FRAUD 2.996
+score REPTO_419_FRAUD 0.701
score REPTO_419_FRAUD_GM 2.996
-score RISK_FREE 3.895
-score SENDGRID_REDIR 1.002
+score RISK_FREE 3.899
+score SENDGRID_REDIR 0.001
score SENDGRID_REDIR_PHISH 3.496
-score SERGIO_SUBJECT_VIAGRA01 2.160
+score SERGIO_SUBJECT_VIAGRA01 2.181
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.996
-score SHORTENER_SHORT_IMG 2.275
+score SHORTENER_SHORT_IMG 1.695
score SHORTENER_SHORT_SUBJ 0.001
score SHORT_SHORTNER 1.997
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
-score SPOOFED_FREEMAIL 1.497
+score SINGLETS_LOW_CONTRAST 0.001
+score SPOOFED_FREEMAIL 1.507
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.484
+score SPOOFED_FREEM_REPTO 2.486
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 1.997
score STOCK_LOW_CONTRAST 0.001
-score STOX_BOUND_090909_B 2.100
+score STOX_BOUND_090909_B 2.002
score SUBJ_UNNEEDED_HTML 2.197
score SUSP_UTF8_WORD_FROM 1.997
score THIS_AD 0.698
score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
-score TO_EQ_FM_DIRECT_MX 0.894
-score TO_EQ_FM_DOM_HTML_IMG 0.504
-score TO_EQ_FM_DOM_HTML_ONLY 0.969
-score TO_EQ_FM_DOM_SPF_FAIL 0.409
-score TO_EQ_FM_HTML_ONLY 1.006
-score TO_EQ_FM_SPF_FAIL 0.151
+score TO_EQ_FM_DIRECT_MX 2.497
+score TO_EQ_FM_DOM_HTML_IMG 0.538
+score TO_EQ_FM_DOM_HTML_ONLY 0.877
+score TO_EQ_FM_DOM_SPF_FAIL 0.502
+score TO_EQ_FM_HTML_ONLY 1.098
+score TO_EQ_FM_SPF_FAIL 1.128
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.193
+score TO_NAME_SUBJ_NO_RDNS 2.235
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 0.064
+score TO_NO_BRKTS_MSFT 0.063
score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.392
-score TVD_IP_HEX 3.296
-score TVD_IP_SING_HEX 1.665
-score TVD_RCVD_SPACE_BRACKET 0.991
-score TVD_SPACE_ENCODED 1.421
+score TO_NO_BRKTS_PCNT 2.400
+score TVD_IP_HEX 3.396
+score TVD_IP_SING_HEX 1.732
+score TVD_RCVD_SPACE_BRACKET 0.270
+score TVD_SPACE_ENCODED 1.821
score TVD_SPACE_RATIO_MINFP 2.497
-score TVD_SUBJ_NUM_OBFU_MINFP 2.426
-score UPGRADE_MAILBOX 0.060
+score TVD_SUBJ_NUM_OBFU_MINFP 1.704
+score UPGRADE_MAILBOX 0.203
score URI_DOTDOT_LOW_CNTRST 2.497
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 2.696
-score URI_HEX_IP 0.888
-score URI_MYSP_AC 2.069
+score URI_HEX_IP 1.351
+score URI_MYSP_AC 2.939
score URI_ONLY_MSGID_MALF 1.997
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.497
+score URI_WPADMIN 2.397
score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.497
+score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.901
-score WORD_INVIS 2.978
-score WORD_INVIS_MANY 2.002
+score VFY_ACCT_NORDNS 2.903
+score WORD_INVIS 2.969
+score WORD_INVIS_MANY 2.060
score XFER_LOTSA_MONEY 0.001
score YOU_INHERIT 2.297
score AC_POST_EXTRAS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1885735&r1=1885734&r2=1885735&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jan 21 03:02:16 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 202821 27.129% (99.555% of non-spam corpus)
-# Correctly spam: 421303 56.352% (77.460% of spam corpus)
-# False positives: 907 0.121% (0.445% of nonspam, 77972 weighted)
-# False negatives: 122591 16.397% (22.540% of spam, 256133 weighted)
+# Correctly non-spam: 196195 26.697% (99.150% of non-spam corpus)
+# Correctly spam: 408119 55.535% (75.999% of spam corpus)
+# False positives: 1682 0.229% (0.850% of nonspam, 132616 weighted)
+# False negatives: 128886 17.538% (24.001% of spam, 268886 weighted)
# Average score for spam: 12.4 nonspam: 0.6
-# Average for false-pos: 6.4 false-neg: 2.1
-# TOTAL: 747622 100.00%
+# Average for false-pos: 5.8 false-neg: 2.1
+# TOTAL: 734882 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25220 98.96%
-# Correctly spam: 52663 77.53%
-# False positives: 264 1.04%
-# False negatives: 15262 22.47%
-# TCR(l=50): 2.386515 SpamRecall: 77.531% SpamPrec: 99.501%
+# Correctly non-spam: 24506 99.10%
+# Correctly spam: 51003 76.03%
+# False positives: 223 0.90%
+# False negatives: 16080 23.97%
+# TCR(l=50): 2.463570 SpamRecall: 76.030% SpamPrec: 99.565%
##### 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: 196614 96.51%
-# Correctly spam: 346099 63.63%
-# False positives: 7114 3.49%
-# False negatives: 197795 36.37%
-# TCR(l=50): 0.982654 SpamRecall: 63.634% SpamPrec: 97.986%
+# Correctly non-spam: 190705 96.38%
+# Correctly spam: 342309 63.74%
+# False positives: 7172 3.62%
+# False negatives: 194696 36.26%
+# TCR(l=50): 0.970556 SpamRecall: 63.744% SpamPrec: 97.948%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24546 96.32%
-# Correctly spam: 43102 63.46%
-# False positives: 938 3.68%
-# False negatives: 24823 36.54%
-# TCR(l=50): 0.947046 SpamRecall: 63.455% SpamPrec: 97.870%
+# Correctly non-spam: 23821 96.33%
+# Correctly spam: 42629 63.55%
+# False positives: 908 3.67%
+# False negatives: 24454 36.45%
+# TCR(l=50): 0.960332 SpamRecall: 63.547% SpamPrec: 97.914%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1885735&r1=1885734&r2=1885735&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jan 21 03:02:16 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 202334 24.341% (99.648% of non-spam corpus)
-# Correctly spam: 549395 66.092% (87.454% of spam corpus)
-# False positives: 714 0.086% (0.352% of nonspam, 146627 weighted)
-# False negatives: 78816 9.482% (12.546% of spam, 190328 weighted)
+# Correctly non-spam: 202341 24.342% (99.653% of non-spam corpus)
+# Correctly spam: 549191 66.069% (87.424% of spam corpus)
+# False positives: 704 0.085% (0.347% of nonspam, 144346 weighted)
+# False negatives: 79005 9.504% (12.576% of spam, 190964 weighted)
# Average score for spam: 19.6 nonspam: -0.6
# Average for false-pos: 6.6 false-neg: 2.4
-# TOTAL: 831259 100.00%
+# TOTAL: 831241 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25308 99.65%
-# Correctly spam: 68625 87.52%
-# False positives: 89 0.35%
-# False negatives: 9784 12.48%
-# TCR(l=50): 5.508571 SpamRecall: 87.522% SpamPrec: 99.870%
+# Correctly non-spam: 25282 99.55%
+# Correctly spam: 68620 87.52%
+# False positives: 115 0.45%
+# False negatives: 9785 12.48%
+# TCR(l=50): 5.046991 SpamRecall: 87.520% SpamPrec: 99.833%
##### 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: 200658 98.82%
-# Correctly spam: 437504 69.64%
-# False positives: 2390 1.18%
-# False negatives: 190707 30.36%
-# TCR(l=50): 2.025135 SpamRecall: 69.643% SpamPrec: 99.457%
+# Correctly non-spam: 200668 98.83%
+# Correctly spam: 437423 69.63%
+# False positives: 2377 1.17%
+# False negatives: 190773 30.37%
+# TCR(l=50): 2.028906 SpamRecall: 69.632% SpamPrec: 99.460%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25122 98.92%
-# Correctly spam: 54635 69.68%
-# False positives: 275 1.08%
-# False negatives: 23774 30.32%
-# TCR(l=50): 2.089569 SpamRecall: 69.680% SpamPrec: 99.499%
+# Correctly non-spam: 25106 98.85%
+# Correctly spam: 54786 69.88%
+# False positives: 291 1.15%
+# False negatives: 23619 30.12%
+# TCR(l=50): 2.054154 SpamRecall: 69.876% SpamPrec: 99.472%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1885735&r1=1885734&r2=1885735&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Jan 21 03:02:16 2021
@@ -1,172 +1,171 @@
-# Using score set 0 logs for revision 1885688 from:
-# ham-axb-coi-bulk.r1885688.log ham-axb-generic.r1885688.log ham-axb-ham-misc.r1885688.log ham-darxus.r1885688.log ham-ena-week0.r1885688.log ham-ena-week1.r1885688.log ham-ena-week2.r1885688.log ham-ena-week3.r1885688.log ham-ena-week4.r1885688.log ham-giovanni-ham.r1885688.log ham-giovanni-spammy.r1885688.log ham-giovanni-spam.r1885688.log ham-grenier.r1885688.log ham-jhardin.r1885688.log ham-llanga.r1885688.log ham-mmiroslaw-mails-ham.r1885688.log ham-mmiroslaw-mails-spam.r1885688.log ham-npiazzi.r1885688.log ham-pds.r1885688.log ham-sihde.r1885688.log ham-spamsponge.r1885688.log ham-thendrikx.r1885688.log spam-axb-coi-bulk.r1885688.log spam-axb-generic.r1885688.log spam-axb-ham-misc.r1885688.log spam-darxus.r1885688.log spam-ena-week0.r1885688.log spam-ena-week1.r1885688.log spam-ena-week2.r1885688.log spam-ena-week3.r1885688.log spam-ena-week4.r1885688.log spam-giovanni-ham.r1885688.log spam-giovanni-spammy.r1885688.log spam-giovanni-spam.r1885688.log spam-grenier.r1885688.log
spam-jhardin.r1885688.log spam-llanga.r1885688.log spam-mmiroslaw-mails-ham.r1885688.log spam-mmiroslaw-mails-spam.r1885688.log spam-npiazzi.r1885688.log spam-pds.r1885688.log spam-sihde.r1885688.log spam-spamsponge.r1885688.log spam-thendrikx.r1885688.log
+# Using score set 0 logs for revision 1885714 from:
+# ham-axb-coi-bulk.r1885714.log ham-axb-generic.r1885714.log ham-axb-ham-misc.r1885714.log ham-darxus.r1885714.log ham-ena-week0.r1885714.log ham-ena-week1.r1885714.log ham-ena-week2.r1885714.log ham-ena-week3.r1885714.log ham-ena-week4.r1885714.log ham-giovanni-ham.r1885714.log ham-giovanni-spammy.r1885714.log ham-giovanni-spam.r1885714.log ham-grenier.r1885714.log ham-jhardin.r1885714.log ham-llanga.r1885714.log ham-mmiroslaw-mails-ham.r1885714.log ham-mmiroslaw-mails-spam.r1885714.log ham-npiazzi.r1885714.log ham-pds.r1885714.log ham-sihde.r1885714.log ham-spamsponge.r1885714.log ham-thendrikx.r1885714.log spam-axb-coi-bulk.r1885714.log spam-axb-generic.r1885714.log spam-axb-ham-misc.r1885714.log spam-darxus.r1885714.log spam-ena-week0.r1885714.log spam-ena-week1.r1885714.log spam-ena-week2.r1885714.log spam-ena-week3.r1885714.log spam-ena-week4.r1885714.log spam-giovanni-ham.r1885714.log spam-giovanni-spammy.r1885714.log spam-giovanni-spam.r1885714.log spam-grenier.r1885714.log
spam-jhardin.r1885714.log spam-llanga.r1885714.log spam-mmiroslaw-mails-ham.r1885714.log spam-mmiroslaw-mails-spam.r1885714.log spam-npiazzi.r1885714.log spam-pds.r1885714.log spam-sihde.r1885714.log spam-spamsponge.r1885714.log spam-thendrikx.r1885714.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.999
+score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 3.000
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.700
+score ADMITS_SPAM 3.799
score ADVANCE_FEE_2_NEW_FORM 0.001
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.514
-score ADVANCE_FEE_2_NEW_MONEY 2.000
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.746
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.893
-score ADVANCE_FEE_4_NEW 2.499
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.432
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 3.299
+score ADVANCE_FEE_3_NEW_MONEY 0.891
+score ADVANCE_FEE_4_NEW 2.899
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_4_NEW_MONEY 3.999
+score ADVANCE_FEE_5_NEW 3.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.873
-score BIGNUM_EMAILS 2.250
-score BITCOIN_DEADLINE 1.597
-score BITCOIN_EXTORT_01 4.080
-score BITCOIN_MALF_HTML 2.217
-score BITCOIN_MALWARE 0.009
-score BITCOIN_OBFU_SUBJ 2.940
-score BITCOIN_PAY_ME 0.405
-score BITCOIN_SPAM_02 0.559
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.533
+score BIGNUM_EMAILS 2.572
+score BITCOIN_DEADLINE 1.822
+score BITCOIN_EXTORT_01 4.429
+score BITCOIN_MALF_HTML 2.322
+score BITCOIN_MALWARE 0.015
+score BITCOIN_OBFU_SUBJ 2.959
+score BITCOIN_PAY_ME 0.733
+score BITCOIN_SPAM_02 0.074
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 3.239
-score BITCOIN_XPRIO 0.391
-score BITCOIN_YOUR_INFO 0.650
+score BITCOIN_SPAM_07 3.326
+score BITCOIN_XPRIO 0.001
+score BITCOIN_YOUR_INFO 0.280
score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 2.500
-score BODY_SINGLE_WORD 0.974
-score BODY_URI_ONLY 1.999
-score BOGUS_MIME_VERSION 3.476
+score BODY_SINGLE_URI 2.401
+score BODY_SINGLE_WORD 1.262
+score BODY_URI_ONLY 1.998
+score BOGUS_MIME_VERSION 3.187
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 0.001
-score DOS_OUTLOOK_TO_MX_IMAGE 3.299
-score DSN_NO_MIMEVERSION 2.000
-score EBAY_IMG_NOT_RCVD_EBAY 2.441
+score DOS_OUTLOOK_TO_MX_IMAGE 3.399
+score DSN_NO_MIMEVERSION 1.999
+score EBAY_IMG_NOT_RCVD_EBAY 1.928
score END_FUTURE_EMAILS 2.100
-score ENVFROM_GOOG_TRIX 2.057
-score FAKE_REPLY_A1 2.899
-score FILL_THIS_FORM 0.238
-score FONT_INVIS_DIRECT 2.598
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 0.258
-score FONT_INVIS_MSGID 1.532
-score FONT_INVIS_NORDNS 1.737
+score ENVFROM_GOOG_TRIX 2.051
+score FAKE_REPLY_A1 2.999
+score FILL_THIS_FORM 0.001
+score FONT_INVIS_DIRECT 2.600
+score FONT_INVIS_HTML_NOHTML 2.898
+score FONT_INVIS_LONG_LINE 0.248
+score FONT_INVIS_MSGID 1.649
+score FONT_INVIS_NORDNS 1.272
score FORGED_RELAY_MUA_TO_MX 3.999
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.001
+score FORM_FRAUD 0.001
+score FORM_FRAUD_3 2.899
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.499
+score FROMSPACE 3.599
score FROM_2_EMAILS_SHORT 2.999
-score FROM_ADDR_WS 2.999
+score FROM_ADDR_WS 3.000
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.271
+score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.999
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_PHISH 3.421
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_TO_UNDISC 0.487
+score FROM_MISSP_FREEMAIL 4.099
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_REPLYTO 1.945
+score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_MULTI_NORDNS 2.601
-score FROM_NTLD_REPLY_FREEMAIL 1.485
+score FROM_MULTI_NORDNS 2.597
+score FROM_NTLD_REPLY_FREEMAIL 1.319
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_WSP_TRAIL 2.010
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.400
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 1.299
-score FUZZY_BITCOIN 0.085
+score FSL_THIS_IS_ADV 1.199
+score FUZZY_BITCOIN 0.069
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.487
score GB_GOOGLE_OBFUS 0.749
-score GOOGLE_DOCS_PHISH 0.001 # force non-zero
-score GOOGLE_DOC_SUSP 2.610
-score GOOG_REDIR_NORDNS 2.498
+score GOOGLE_DOCS_PHISH 0.001
+score GOOGLE_DOC_SUSP 2.602
+score GOOG_REDIR_NORDNS 2.499
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE 0.100
+score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.596
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_NORDNS 2.607
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.854
+score HK_WIN 1.000
+score HOSTED_IMG_DIRECT_MX 2.102
score HOSTED_IMG_FREEM 3.499
-score HTML_OFF_PAGE 2.747
+score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_FONT 1.881
-score HTML_TEXT_INVISIBLE_STYLE 0.863
-score IMG_ONLY_FM_DOM_INFO 1.372
-score JH_SPAMMY_PATTERN01 2.096
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 1.328
+score IMG_ONLY_FM_DOM_INFO 1.046
+score JH_SPAMMY_PATTERN01 1.478
score KHOP_FAKE_EBAY 0.299
score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 2.551
-score LONG_IMG_URI 0.465
+score LIST_PRTL_SAME_USER 0.010
+score LONG_HEX_URI 2.600
+score LONG_IMG_URI 0.498
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 0.845
-score MALFORMED_FREEMAIL 3.582
-score MANY_HDRS_LCASE 0.100
-score MAY_BE_FORGED 0.857
-score MILLION_HUNDRED 0.876
-score MILLION_USD 0.612
+score LOTTO_DEPT 0.001
+score MALFORMED_FREEMAIL 3.599
+score MANY_HDRS_LCASE 0.099
+score MAY_BE_FORGED 1.095
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.499
-score MIXED_FONT_CASE 0.654
+score MIXED_ES 2.599
+score MIXED_FONT_CASE 0.657
score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 1.458
-score MONEY_ATM_CARD 2.653
+score MIXED_IMG_CASE 0.997
+score MONEY_ATM_CARD 2.799
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_3 2.999
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_DOLLARS_URI_IMG 2.999
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.193
+score MSM_PRIO_REPTO 1.597
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.276
-score NORDNS_LOW_CONTRAST 1.631
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 1.637
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.181
-score OBFU_BITCOIN 0.088
-score OBFU_TEXT_ATTACH 0.799
-score OFFER_ONLY_AMERICA 0.502
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 1.058
+score OBFU_BITCOIN 0.001
+score OFFER_ONLY_AMERICA 0.683
score ONLINE_MKTG_CNSLT 2.699
-score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BAD_THREAD_QP_64 1.000
score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.361
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.864
+score PDS_BTC_NTLD 0.029
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
+score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 3.135
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
score PDS_OTHER_BAD_TLD 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.499
@@ -174,72 +173,72 @@ score PDS_SHORTFWD_URISHRT_QP 1.4
score PDS_SHORT_SPOOFED_URL 1.999
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 2.000
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.209
-score RDNS_NUM_TLD_XM 2.999
-score REPTO_419_FRAUD 0.791
+score PP_MIME_FAKE_ASCII_TEXT 1.000
+score RATWARE_NO_RDNS 0.153
+score RDNS_NUM_TLD_XM 3.000
+score REPTO_419_FRAUD 0.795
score REPTO_419_FRAUD_GM 2.999
-score RISK_FREE 2.573
+score RISK_FREE 3.923
score SENDGRID_REDIR 1.499
-score SENDGRID_REDIR_PHISH 3.500
-score SERGIO_SUBJECT_VIAGRA01 0.721
+score SENDGRID_REDIR_PHISH 3.499
+score SERGIO_SUBJECT_VIAGRA01 0.421
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 3.099
-score SHORTENER_SHORT_IMG 2.032
+score SHORTENED_URL_SRC 3.199
+score SHORTENER_SHORT_IMG 2.050
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 1.635
-score STOX_BOUND_090909_B 2.487
-score SUSP_UTF8_WORD_FROM 1.999
-score THIS_AD 0.699
+score STOCK_LOW_CONTRAST 0.254
+score STOX_BOUND_090909_B 2.498
+score SUSP_UTF8_WORD_FROM 2.000
+score THIS_AD 0.799
score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 0.194
-score TO_EQ_FM_DOM_HTML_ONLY 1.316
-score TO_EQ_FM_HTML_ONLY 0.425
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.500
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_HTML_IMG 0.056
+score TO_EQ_FM_DOM_HTML_ONLY 0.786
+score TO_EQ_FM_HTML_ONLY 0.757
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.499
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.492
+score TO_NO_BRKTS_MSFT 1.944
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.402
+score TO_NO_BRKTS_PCNT 2.499
score TVD_IP_HEX 3.599
-score TVD_IP_SING_HEX 2.855
+score TVD_IP_SING_HEX 2.745
score TVD_RCVD_SPACE_BRACKET 3.799
-score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_ENCODED 2.500
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_NUM_OBFU_MINFP 1.950
+score TVD_SUBJ_NUM_OBFU_MINFP 3.132
score UPGRADE_MAILBOX 0.899
-score URI_DOTDOT_LOW_CNTRST 2.500
+score URI_DOTDOT_LOW_CNTRST 2.499
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.899
-score URI_HEX_IP 1.271
-score URI_MYSP_AC 3.699
-score URI_ONLY_MSGID_MALF 2.000
-score URI_PHISH 2.254
+score URI_HEX_IP 2.081
+score URI_MYSP_AC 3.799
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 2.251
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.939
-score URI_WPADMIN 2.599
+score URI_TRY_3LD 1.930
+score URI_WPADMIN 2.700
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 3.385
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 0.503
+score VFY_ACCT_NORDNS 0.496
score WORD_INVIS 2.999
-score WORD_INVIS_MANY 2.768
+score WORD_INVIS_MANY 2.652
score XFER_LOTSA_MONEY 0.001
score XPRIO 0.001
-score YOU_INHERIT 2.299
+score YOU_INHERIT 2.399
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1885735&r1=1885734&r2=1885735&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jan 21 03:02:16 2021
@@ -4,59 +4,59 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 1.377
+score AC_FROM_MANY_DOTS 1.378
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 2.510
+score ADMITS_SPAM 2.164
score ADVANCE_FEE_2_NEW_FORM 0.001
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.667
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.182
+score ADVANCE_FEE_2_NEW_MONEY 1.515
+score ADVANCE_FEE_3_NEW 3.497
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.005
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.247
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.361
+score ADVANCE_FEE_4_NEW 2.246
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.399
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 3.096
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.289
-score AMAZON_IMG_NOT_RCVD_AMZN 2.031
+score ALIBABA_IMG_NOT_RCVD_ALI 2.075
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.299
-score BIGNUM_EMAILS 1.414
-score BITCOIN_DEADLINE 0.647
-score BITCOIN_EXTORT_01 3.360
-score BITCOIN_MALF_HTML 3.499
-score BITCOIN_OBFU_SUBJ 2.954
-score BITCOIN_PAY_ME 0.001 # force non-zero
-score BITCOIN_SPAM_02 2.497
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.328
+score BIGNUM_EMAILS 1.446
+score BITCOIN_DEADLINE 0.404
+score BITCOIN_EXTORT_01 3.388
+score BITCOIN_MALF_HTML 3.350
+score BITCOIN_OBFU_SUBJ 2.955
+score BITCOIN_PAY_ME 0.001
+score BITCOIN_SPAM_02 1.301
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 2.207
-score BITCOIN_SPAM_07 2.878
-score BITCOIN_XPRIO 0.001
+score BITCOIN_SPAM_05 1.662
+score BITCOIN_SPAM_07 3.499
+score BITCOIN_XPRIO 0.044
score BITCOIN_YOUR_INFO 0.001
-score BODY_EMPTY 1.998
-score BODY_SINGLE_URI 0.341
+score BODY_EMPTY 1.997
+score BODY_SINGLE_URI 0.906
score BODY_SINGLE_WORD 2.497
-score BODY_URI_ONLY 2.270
-score BOGUS_MIME_VERSION 3.499
+score BODY_URI_ONLY 2.247
+score BOGUS_MIME_VERSION 2.933
score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.167
+score DKIMWL_WL_HIGH -0.168
score DKIMWL_WL_MED -0.001 # force non-zero
score DOS_OUTLOOK_TO_MX_IMAGE 2.996
score DSN_NO_MIMEVERSION 1.997
-score EBAY_IMG_NOT_RCVD_EBAY 2.155
-score END_FUTURE_EMAILS 0.828
-score ENVFROM_GOOG_TRIX 0.995
+score EBAY_IMG_NOT_RCVD_EBAY 0.968
+score END_FUTURE_EMAILS 0.915
+score ENVFROM_GOOG_TRIX 0.672
score FAKE_REPLY_A1 2.896
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 2.091
-score FONT_INVIS_HTML_NOHTML 1.596
-score FONT_INVIS_LONG_LINE 1.442
-score FONT_INVIS_MSGID 0.001
+score FONT_INVIS_DIRECT 2.089
+score FONT_INVIS_HTML_NOHTML 2.148
+score FONT_INVIS_LONG_LINE 1.736
+score FONT_INVIS_MSGID 0.699
score FONT_INVIS_NORDNS 2.497
score FORGED_RELAY_MUA_TO_MX 3.795
score FORGED_SPF_HELO 2.197
@@ -64,192 +64,191 @@ score FORM_FRAUD 0.9
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 1.216
-score FROM_2_EMAILS_SHORT 2.537
-score FROM_ADDR_WS 2.997
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 1.220
+score FROM_2_EMAILS_SHORT 2.999
+score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.998
+score FROM_GOV_DKIM_AU -0.629
score FROM_GOV_SPOOF 0.998
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.617
+score FROM_MISSP_FREEMAIL 1.080
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.994
+score FROM_MISSP_PHISH 0.289
score FROM_MISSP_REPLYTO 2.497
-score FROM_MISSP_SPF_FAIL 0.095
-score FROM_MISSP_TO_UNDISC 0.412
+score FROM_MISSP_SPF_FAIL 1.394
+score FROM_MISSP_TO_UNDISC 0.457
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.497
score FROM_MULTI_NORDNS 3.496
-score FROM_NTLD_REPLY_FREEMAIL 1.650
+score FROM_NTLD_REPLY_FREEMAIL 1.906
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.754
-score FROM_WSP_TRAIL 2.199
+score FROM_SUSPICIOUS_NTLD_FP 1.086
+score FROM_WSP_TRAIL 2.117
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 0.903
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 0.001
-score FUZZY_BITCOIN 0.624
+score FUZZY_BITCOIN 0.757
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_OBFUS 0.556
+score GB_GOOGLE_OBFUS 0.748
score GOOGLE_DOCS_PHISH 0.001
-score GOOGLE_DOC_SUSP 2.392
+score GOOGLE_DOC_SUSP 2.287
score GOOG_REDIR_NORDNS 3.096
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.098
-score HDR_ORDER_FTSDMCXX_DIRECT 1.806
+score HDRS_LCASE 0.098
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 1.809
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.001
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.001
-score HK_SCAM 0.001
+score HK_SCAM 0.001 # force non-zero
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 3.004
-score HOSTED_IMG_FREEM 3.432
+score HOSTED_IMG_DIRECT_MX 0.912
+score HOSTED_IMG_FREEM 3.497
score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.533
-score HTML_TEXT_INVISIBLE_FONT 1.992
-score HTML_TEXT_INVISIBLE_STYLE 1.592
-score IMG_ONLY_FM_DOM_INFO 1.584
-score JH_SPAMMY_PATTERN01 1.906
-score KHOP_FAKE_EBAY 0.478
+score HTML_SINGLET_MANY 0.001
+score HTML_TEXT_INVISIBLE_FONT 1.935
+score HTML_TEXT_INVISIBLE_STYLE 1.732
+score IMG_ONLY_FM_DOM_INFO 1.586
+score JH_SPAMMY_PATTERN01 1.805
+score KHOP_FAKE_EBAY 0.445
score KHOP_HELO_FCRDNS 0.398
-score LIST_PRTL_SAME_USER 0.999
-score LONG_HEX_URI 1.503
-score LONG_IMG_URI 0.766
+score LIST_PRTL_SAME_USER 0.927
+score LONG_HEX_URI 2.748
+score LONG_IMG_URI 0.776
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 0.169
-score MALFORMED_FREEMAIL 1.737
-score MANY_HDRS_LCASE 0.099
-score MAY_BE_FORGED 2.297
-score MILLION_HUNDRED 0.227
-score MILLION_USD 0.780
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 1.943
+score MANY_HDRS_LCASE 0.098
+score MAY_BE_FORGED 0.001
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.324
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_ES 2.297
-score MIXED_FONT_CASE 2.249
+score MIXED_FONT_CASE 1.983
score MIXED_HREF_CASE 1.997
-score MIXED_IMG_CASE 1.374
-score MONEY_ATM_CARD 2.696
+score MIXED_IMG_CASE 2.970
+score MONEY_ATM_CARD 2.665
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_3 0.001 # force non-zero
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.093
-score MONEY_FREEMAIL_REPTO 0.034
+score MONEY_FRAUD_8 0.581
+score MONEY_FREEMAIL_REPTO 0.636
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.465
+score MONEY_NOHTML 1.948
score MSGID_DOLLARS_URI_IMG 2.996
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.215
-score NA_DOLLARS 1.064
-score NICE_REPLY_A -0.094
-score NORDNS_LOW_CONTRAST 2.084
+score MSM_PRIO_REPTO 2.220
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 1.784
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.538
-score OBFU_BITCOIN 0.001
+score NSL_RCVD_HELO_USER 0.762
+score OBFU_BITCOIN 0.122
score OFFER_ONLY_AMERICA 0.001
score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.273
+score PDS_BTC_ID 0.317
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.153
+score PDS_BTC_NTLD 1.999
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 1.034
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_EMPTYSUBJ_URISHRT 0.788
+score PDS_FRNOM_TODOM_DBL_URL 1.424
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 3.370
+score PDS_FROM_2_EMAILS 3.369
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
-score PDS_OTHER_BAD_TLD 1.950
+score PDS_OTHER_BAD_TLD 1.997
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TINYSUBJ_URISHRT 0.964
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PDS_TINYSUBJ_URISHRT 1.209
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001
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 PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 1.322
+score RATWARE_NO_RDNS 1.364
score RCVD_IN_MSPIKE_H2 -0.001
score RDNS_NUM_TLD_XM 2.996
-score REPTO_419_FRAUD 2.996
+score REPTO_419_FRAUD 0.701
score REPTO_419_FRAUD_GM 2.996
-score RISK_FREE 3.895
-score SENDGRID_REDIR 1.002
+score RISK_FREE 3.899
+score SENDGRID_REDIR 0.001
score SENDGRID_REDIR_PHISH 3.496
-score SERGIO_SUBJECT_VIAGRA01 2.160
+score SERGIO_SUBJECT_VIAGRA01 2.181
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.996
-score SHORTENER_SHORT_IMG 2.275
+score SHORTENER_SHORT_IMG 1.695
score SHORTENER_SHORT_SUBJ 0.001
score SHORT_SHORTNER 1.997
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
-score SPOOFED_FREEMAIL 1.497
+score SINGLETS_LOW_CONTRAST 0.001
+score SPOOFED_FREEMAIL 1.507
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.484
+score SPOOFED_FREEM_REPTO 2.486
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 1.997
score STOCK_LOW_CONTRAST 0.001
-score STOX_BOUND_090909_B 2.100
+score STOX_BOUND_090909_B 2.002
score SUBJ_UNNEEDED_HTML 2.197
score SUSP_UTF8_WORD_FROM 1.997
score THIS_AD 0.698
score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
-score TO_EQ_FM_DIRECT_MX 0.894
-score TO_EQ_FM_DOM_HTML_IMG 0.504
-score TO_EQ_FM_DOM_HTML_ONLY 0.969
-score TO_EQ_FM_DOM_SPF_FAIL 0.409
-score TO_EQ_FM_HTML_ONLY 1.006
-score TO_EQ_FM_SPF_FAIL 0.151
+score TO_EQ_FM_DIRECT_MX 2.497
+score TO_EQ_FM_DOM_HTML_IMG 0.538
+score TO_EQ_FM_DOM_HTML_ONLY 0.877
+score TO_EQ_FM_DOM_SPF_FAIL 0.502
+score TO_EQ_FM_HTML_ONLY 1.098
+score TO_EQ_FM_SPF_FAIL 1.128
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.193
+score TO_NAME_SUBJ_NO_RDNS 2.235
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 0.064
+score TO_NO_BRKTS_MSFT 0.063
score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.392
-score TVD_IP_HEX 3.296
-score TVD_IP_SING_HEX 1.665
-score TVD_RCVD_SPACE_BRACKET 0.991
-score TVD_SPACE_ENCODED 1.421
+score TO_NO_BRKTS_PCNT 2.400
+score TVD_IP_HEX 3.396
+score TVD_IP_SING_HEX 1.732
+score TVD_RCVD_SPACE_BRACKET 0.270
+score TVD_SPACE_ENCODED 1.821
score TVD_SPACE_RATIO_MINFP 2.497
-score TVD_SUBJ_NUM_OBFU_MINFP 2.426
-score UPGRADE_MAILBOX 0.060
+score TVD_SUBJ_NUM_OBFU_MINFP 1.704
+score UPGRADE_MAILBOX 0.203
score URI_DOTDOT_LOW_CNTRST 2.497
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 2.696
-score URI_HEX_IP 0.888
-score URI_MYSP_AC 2.069
+score URI_HEX_IP 1.351
+score URI_MYSP_AC 2.939
score URI_ONLY_MSGID_MALF 1.997
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.497
+score URI_WPADMIN 2.397
score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.497
+score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.901
-score WORD_INVIS 2.978
-score WORD_INVIS_MANY 2.002
+score VFY_ACCT_NORDNS 2.903
+score WORD_INVIS 2.969
+score WORD_INVIS_MANY 2.060
score XFER_LOTSA_MONEY 0.001
score YOU_INHERIT 2.297
score AC_POST_EXTRAS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1885735&r1=1885734&r2=1885735&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jan 21 03:02:16 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 202821 27.129% (99.555% of non-spam corpus)
-# Correctly spam: 421303 56.352% (77.460% of spam corpus)
-# False positives: 907 0.121% (0.445% of nonspam, 77972 weighted)
-# False negatives: 122591 16.397% (22.540% of spam, 256133 weighted)
+# Correctly non-spam: 196195 26.697% (99.150% of non-spam corpus)
+# Correctly spam: 408119 55.535% (75.999% of spam corpus)
+# False positives: 1682 0.229% (0.850% of nonspam, 132616 weighted)
+# False negatives: 128886 17.538% (24.001% of spam, 268886 weighted)
# Average score for spam: 12.4 nonspam: 0.6
-# Average for false-pos: 6.4 false-neg: 2.1
-# TOTAL: 747622 100.00%
+# Average for false-pos: 5.8 false-neg: 2.1
+# TOTAL: 734882 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25220 98.96%
-# Correctly spam: 52663 77.53%
-# False positives: 264 1.04%
-# False negatives: 15262 22.47%
-# TCR(l=50): 2.386515 SpamRecall: 77.531% SpamPrec: 99.501%
+# Correctly non-spam: 24506 99.10%
+# Correctly spam: 51003 76.03%
+# False positives: 223 0.90%
+# False negatives: 16080 23.97%
+# TCR(l=50): 2.463570 SpamRecall: 76.030% SpamPrec: 99.565%
##### 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: 196614 96.51%
-# Correctly spam: 346099 63.63%
-# False positives: 7114 3.49%
-# False negatives: 197795 36.37%
-# TCR(l=50): 0.982654 SpamRecall: 63.634% SpamPrec: 97.986%
+# Correctly non-spam: 190705 96.38%
+# Correctly spam: 342309 63.74%
+# False positives: 7172 3.62%
+# False negatives: 194696 36.26%
+# TCR(l=50): 0.970556 SpamRecall: 63.744% SpamPrec: 97.948%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24546 96.32%
-# Correctly spam: 43102 63.46%
-# False positives: 938 3.68%
-# False negatives: 24823 36.54%
-# TCR(l=50): 0.947046 SpamRecall: 63.455% SpamPrec: 97.870%
+# Correctly non-spam: 23821 96.33%
+# Correctly spam: 42629 63.55%
+# False positives: 908 3.67%
+# False negatives: 24454 36.45%
+# TCR(l=50): 0.960332 SpamRecall: 63.547% SpamPrec: 97.914%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1885735&r1=1885734&r2=1885735&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jan 21 03:02:16 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 202334 24.341% (99.648% of non-spam corpus)
-# Correctly spam: 549395 66.092% (87.454% of spam corpus)
-# False positives: 714 0.086% (0.352% of nonspam, 146627 weighted)
-# False negatives: 78816 9.482% (12.546% of spam, 190328 weighted)
+# Correctly non-spam: 202341 24.342% (99.653% of non-spam corpus)
+# Correctly spam: 549191 66.069% (87.424% of spam corpus)
+# False positives: 704 0.085% (0.347% of nonspam, 144346 weighted)
+# False negatives: 79005 9.504% (12.576% of spam, 190964 weighted)
# Average score for spam: 19.6 nonspam: -0.6
# Average for false-pos: 6.6 false-neg: 2.4
-# TOTAL: 831259 100.00%
+# TOTAL: 831241 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25308 99.65%
-# Correctly spam: 68625 87.52%
-# False positives: 89 0.35%
-# False negatives: 9784 12.48%
-# TCR(l=50): 5.508571 SpamRecall: 87.522% SpamPrec: 99.870%
+# Correctly non-spam: 25282 99.55%
+# Correctly spam: 68620 87.52%
+# False positives: 115 0.45%
+# False negatives: 9785 12.48%
+# TCR(l=50): 5.046991 SpamRecall: 87.520% SpamPrec: 99.833%
##### 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: 200658 98.82%
-# Correctly spam: 437504 69.64%
-# False positives: 2390 1.18%
-# False negatives: 190707 30.36%
-# TCR(l=50): 2.025135 SpamRecall: 69.643% SpamPrec: 99.457%
+# Correctly non-spam: 200668 98.83%
+# Correctly spam: 437423 69.63%
+# False positives: 2377 1.17%
+# False negatives: 190773 30.37%
+# TCR(l=50): 2.028906 SpamRecall: 69.632% SpamPrec: 99.460%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25122 98.92%
-# Correctly spam: 54635 69.68%
-# False positives: 275 1.08%
-# False negatives: 23774 30.32%
-# TCR(l=50): 2.089569 SpamRecall: 69.680% SpamPrec: 99.499%
+# Correctly non-spam: 25106 98.85%
+# Correctly spam: 54786 69.88%
+# False positives: 291 1.15%
+# False negatives: 23619 30.12%
+# TCR(l=50): 2.054154 SpamRecall: 69.876% SpamPrec: 99.472%