Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1892002&r1=1892001&r2=1892002&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Aug 4 02:49:12 2021
@@ -1,205 +1,204 @@
-# Using score set 0 logs for revision 1891959 from:
-# ham-darxus.r1891959.log ham-ena-week0.r1891959.log ham-ena-week1.r1891959.log ham-ena-week2.r1891959.log ham-ena-week3.r1891959.log ham-ena-week4.r1891959.log ham-giovanni-ham.r1891959.log ham-giovanni-spammy.r1891959.log ham-giovanni-spam.r1891959.log ham-grenier.r1891959.log ham-hege.r1891959.log ham-jhardin.r1891959.log ham-llanga.r1891959.log ham-pds.r1891959.log ham-spamsponge.r1891959.log ham-thendrikx.r1891959.log ham-tsz-spam-corpus.r1891959.log spam-darxus.r1891959.log spam-ena-week0.r1891959.log spam-ena-week1.r1891959.log spam-ena-week2.r1891959.log spam-ena-week3.r1891959.log spam-ena-week4.r1891959.log spam-giovanni-ham.r1891959.log spam-giovanni-spammy.r1891959.log spam-giovanni-spam.r1891959.log spam-grenier.r1891959.log spam-hege.r1891959.log spam-jhardin.r1891959.log spam-llanga.r1891959.log spam-pds.r1891959.log spam-spamsponge.r1891959.log spam-thendrikx.r1891959.log spam-tsz-spam-corpus.r1891959.log
+# Using score set 0 logs for revision 1891974 from:
+# ham-darxus.r1891974.log ham-ena-week0.r1891974.log ham-ena-week1.r1891974.log ham-ena-week2.r1891974.log ham-ena-week3.r1891974.log ham-ena-week4.r1891974.log ham-giovanni-ham.r1891974.log ham-giovanni-spammy.r1891974.log ham-giovanni-spam.r1891974.log ham-grenier.r1891974.log ham-hege.r1891974.log ham-jhardin.r1891974.log ham-llanga.r1891974.log ham-pds.r1891974.log ham-spamsponge.r1891974.log ham-thendrikx.r1891974.log ham-tsz-spam-corpus.r1891974.log spam-darxus.r1891974.log spam-ena-week0.r1891974.log spam-ena-week1.r1891974.log spam-ena-week2.r1891974.log spam-ena-week3.r1891974.log spam-ena-week4.r1891974.log spam-giovanni-ham.r1891974.log spam-giovanni-spammy.r1891974.log spam-giovanni-spam.r1891974.log spam-grenier.r1891974.log spam-hege.r1891974.log spam-jhardin.r1891974.log spam-llanga.r1891974.log spam-pds.r1891974.log spam-spamsponge.r1891974.log spam-thendrikx.r1891974.log spam-tsz-spam-corpus.r1891974.log
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.897
-score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 0.123
+score AC_HTML_NONSENSE_TAGS 1.898
+score ADMITS_SPAM 3.596
+score ADVANCE_FEE_2_NEW_FORM 0.152
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.024
-score ADVANCE_FEE_3_NEW_MONEY 2.996
+score ADVANCE_FEE_2_NEW_MONEY 0.693
+score ADVANCE_FEE_3_NEW 3.497
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.264
+score ADVANCE_FEE_3_NEW_MONEY 2.793
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.612
-score ADVANCE_FEE_5_NEW 2.796
+score ADVANCE_FEE_4_NEW_MONEY 0.011
+score ADVANCE_FEE_5_NEW 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.138
-score AD_PREFS 0.231
+score ADVANCE_FEE_5_NEW_MONEY 0.299
+score AD_PREFS 0.370
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.039
-score BEBEE_IMG_NOT_RCVD_BB 1.997
+score APP_DEVELOPMENT_NORDNS 1.997
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.555
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.892
+score BEBEE_IMG_NOT_RCVD_BB 1.998
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.001
+score BITCOIN_SPAM_07 2.632
+score BITCOIN_XPRIO 2.404
score BITCOIN_YOUR_INFO 2.996
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 0.946
+score BOGUS_MSM_HDRS 2.101
score BULK_RE_SUSP_NTLD 0.998
score CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 1.173
+score DEAR_BENEFICIARY 1.039
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 0.898
-score EBAY_IMG_NOT_RCVD_EBAY 2.077
+score DX_TEXT_03 0.698
+score EBAY_IMG_NOT_RCVD_EBAY 2.751
score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
score FAKE_REPLY_A1 3.995
-score FAKE_REPLY_B 3.895
+score FAKE_REPLY_B 3.995
score FILL_THIS_FORM 1.198
-score FONT_INVIS_DIRECT 2.394
+score FONT_INVIS_DIRECT 2.391
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.556
-score FORM_FRAUD_5 0.387
+score FONT_INVIS_NORDNS 2.372
+score FORM_FRAUD_5 1.840
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 3.096
-score FROM_2_EMAILS_SHORT 2.744
+score FROM_2_EMAILS_SHORT 2.751
score FROM_ADDR_WS 2.996
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.751
+score FROM_MISSP_DYNIP 1.681
+score FROM_MISSP_EH_MATCH 1.997
+score FROM_MISSP_FREEMAIL 3.496
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.217
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MULTI_NORDNS 0.355
-score FROM_NAME_EQ_TO_G_DRIVE 0.845
-score FROM_NTLD_REPLY_FREEMAIL 1.761
+score FROM_MISSP_PHISH 3.130
+score FROM_MISSP_USER 1.891
+score FROM_MULTI_NORDNS 0.356
+score FROM_NAME_EQ_TO_G_DRIVE 1.404
+score FROM_NTLD_REPLY_FREEMAIL 1.693
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.996
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FUZZY_AMAZON 2.297
-score FUZZY_CLICK_HERE 3.196
-score GB_FAKE_RF_SHORT 0.368
+score FSL_CTYPE_WIN1251 1.820
+score FSL_HELO_FAKE 3.096
+score FSL_NEW_HELO_USER 1.997
+score FUZZY_AMAZON 2.397
+score FUZZY_CLICK_HERE 1.785
+score GB_FAKE_RF_SHORT 0.795
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GB_GOOGLE_OBFUR 0.748
-score GOOGLE_DOC_SUSP 2.496
-score GOOG_REDIR_NORDNS 2.620
-score GOOG_STO_EMAIL_PHISH 2.708
-score GOOG_STO_HTML_PHISH 2.695
-score GOOG_STO_HTML_PHISH_MANY 1.808
-score GOOG_STO_IMG_HTML 2.996
+score GOOGLE_DOC_SUSP 2.494
+score GOOG_REDIR_NORDNS 2.603
+score GOOG_STO_EMAIL_PHISH 2.363
+score GOOG_STO_HTML_PHISH 2.717
+score GOOG_STO_HTML_PHISH_MANY 3.040
+score GOOG_STO_IMG_HTML 2.997
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 1.581
-score HDR_ORDER_FTSDMCXX_DIRECT 0.818
-score HDR_ORDER_FTSDMCXX_NORDNS 0.460
+score HDRS_MISSP 2.246
+score HDR_ORDER_FTSDMCXX_DIRECT 0.091
+score HDR_ORDER_FTSDMCXX_NORDNS 0.512
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.517
-score HOSTED_IMG_DIRECT_MX 3.046
+score HK_SCAM 1.477
+score HOSTED_IMG_DIRECT_MX 2.991
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI 2.967
+score HOSTED_IMG_MULTI 2.374
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 2.996
score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 1.655
-score HTML_TEXT_INVISIBLE_STYLE 2.524
-score IMG_ONLY_FM_DOM_INFO 1.280
+score HTML_TAG_BALANCE_CENTER 2.077
+score HTML_TEXT_INVISIBLE_STYLE 2.102
+score IMG_ONLY_FM_DOM_INFO 1.125
score JH_SPAMMY_HEADERS 3.496
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
score LONG_HEX_URI 2.996
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.405
+score LONG_INVISIBLE_TEXT 1.401
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 2.102
-score MANY_SPAN_IN_TEXT 2.497
-score MILLION_HUNDRED 2.872
-score MILLION_USD 0.810
-score MIMEOLE_DIRECT_TO_MX 1.158
-score MIXED_AREA_CASE 0.002
-score MIXED_CENTER_CASE 2.197
-score MIXED_ES 3.695
-score MIXED_FONT_CASE 1.501
-score MIXED_HREF_CASE 0.729
-score MIXED_IMG_CASE 0.062
-score MONEY_12LTRDOM 0.099
-score MONEY_ATM_CARD 0.511
-score MONEY_BARRISTER 0.001
+score MALWARE_NORDNS 2.103
+score MANY_SPAN_IN_TEXT 2.596
+score MILLION_HUNDRED 3.197
+score MILLION_USD 0.261
+score MIMEOLE_DIRECT_TO_MX 1.992
+score MIXED_AREA_CASE 0.604
+score MIXED_CENTER_CASE 1.573
+score MIXED_ES 3.595
+score MIXED_FONT_CASE 1.498
+score MIXED_HREF_CASE 0.884
+score MIXED_IMG_CASE 2.745
+score MONEY_12LTRDOM 0.098
+score MONEY_ATM_CARD 1.791
+score MONEY_BARRISTER 0.003
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.110
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001
+score MONEY_FORM_SHORT 2.497
+score MONEY_FRAUD_3 2.457
+score MONEY_FRAUD_5 0.248
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.506
-score MSGID_WSP_TRAIL 1.595
-score MSMAIL_PRI_ABNORMAL 0.901
-score NAME_EMAIL_DIFF 1.729
-score NA_DOLLARS 0.001 # force non-zero
+score MONEY_FROM_MISSP 0.609
+score MONEY_NOHTML 1.942
+score MSMAIL_PRI_ABNORMAL 1.499
+score NAME_EMAIL_DIFF 1.735
+score NA_DOLLARS 0.001
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.267
+score NICE_REPLY_A -2.486
score NOT_SPAM 3.296
-score NO_FM_NAME_IP_HOSTN 0.159
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.398
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 1.901
+score NSL_RCVD_HELO_USER 2.246
+score NUMBEREND_LINKBAIT 0.634
+score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.803
-score ONLINE_MKTG_CNSLT 2.596
-score ORDER_TODAY 2.219
+score OFFER_ONLY_AMERICA 0.893
+score ONLINE_MKTG_CNSLT 2.497
+score ORDER_TODAY 2.153
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.479
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS_SHRTNER 1.325
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHP_EVAL 1.498
+score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001
score PDS_SHORTFWD_URISHRT_FP 1.498
-score PDS_SHORT_BOGUS_MSM_HDRS 0.893
-score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 3.096
+score PDS_SHORT_BOGUS_MSM_HDRS 1.364
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.303
+score PDS_TO_EQ_FROM_NAME 3.196
score PHP_ORIG_SCRIPT 2.248
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.868
-score RDNS_NUM_TLD_XM 2.760
-score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.999
+score RATWARE_NO_RDNS 1.040
+score RDNS_NUM_TLD_XM 2.862
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 1.835
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 1.872
+score SCC_NEWBIE_HASBEENS 1.858
score SCRIPT_GIBBERISH 2.896
score SENDGRID_REDIR 1.498
score SEO_SUSP_NTLD 1.198
-score SERGIO_SUBJECT_VIAGRA01 3.694
+score SERGIO_SUBJECT_VIAGRA01 3.112
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.648
+score SHORTENER_SHORT_IMG 0.759
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 1.080
+score STATIC_XPRIO_OLE 0.415
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score TARINGANET_IMG_NOT_RCVD_TN 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 1.073
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
+score THIS_IS_ADV_SUSP_NTLD 1.182
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.098
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
@@ -208,31 +207,31 @@ score TO_NO_BRKTS_PCNT 2.4
score TRANSFORM_LIFE 2.497
score TVD_PH_7 2.696
score TVD_PH_BODY_META 3.096
-score TVD_RCVD_SPACE_BRACKET 1.792
-score UNDISC_FREEM 3.096
-score UNDISC_MONEY 3.497
-score URI_DEOBFU_INSTR 4.295
-score URI_DOTEDU 1.997
+score TVD_RCVD_SPACE_BRACKET 1.790
+score UNDISC_FREEM 2.996
+score UNDISC_MONEY 3.496
+score URI_DEOBFU_INSTR 4.296
+score URI_DOTEDU 0.929
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.996
score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
-score URI_PHP_REDIR 3.497
+score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.596
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.978
-score WALMART_IMG_NOT_RCVD_WAL 0.872
+score VFY_ACCT_NORDNS 2.700
+score WALMART_IMG_NOT_RCVD_WAL 1.153
score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 0.665
+score XM_DIGITS_ONLY 0.001
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 0.028
-score YOU_INHERIT 2.662
+score XPRIO_URL_SHORTNER 0.934
+score YOUR_DELIVERY_ADDRESS 0.025
+score YOU_INHERIT 2.584
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -281,18 +280,17 @@ score FORM_FRAUD 1.0
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
+score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -311,7 +309,6 @@ score LOTTO_AGENT 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -360,9 +357,6 @@ score SUBJ_BRKN_WORDNUMS 1.0
score SYSADMIN 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_NAME_SUBJ_NO_RDNS 1.000
-score TO_NO_BRKTS_MSFT 1.000
-score TVD_SPACE_ENCODED 1.000
-score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1892002&r1=1892001&r2=1892002&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Aug 4 02:49:12 2021
@@ -4,113 +4,111 @@
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 2.192
-score AC_HTML_NONSENSE_TAGS 0.371
-score ADMITS_SPAM 3.296
-score ADVANCE_FEE_2_NEW_FORM 0.305
+score AC_FROM_MANY_DOTS 2.150
+score AC_HTML_NONSENSE_TAGS 0.411
+score ADMITS_SPAM 3.396
+score ADVANCE_FEE_2_NEW_FORM 1.898
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.279
-score ADVANCE_FEE_3_NEW_MONEY 1.556
+score ADVANCE_FEE_2_NEW_MONEY 0.148
+score ADVANCE_FEE_3_NEW 2.899
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.026
+score ADVANCE_FEE_3_NEW_MONEY 1.561
score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.912
+score ADVANCE_FEE_5_NEW_MONEY 0.926
score AD_PREFS 0.498
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 0.722
+score APP_DEVELOPMENT_NORDNS 0.657
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.395
-score BEBEE_IMG_NOT_RCVD_BB 1.502
-score BIGNUM_EMAILS_FREEM 1.786
-score BIGNUM_EMAILS_MANY 2.996
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.817
+score BEBEE_IMG_NOT_RCVD_BB 1.999
+score BIGNUM_EMAILS_FREEM 1.677
+score BIGNUM_EMAILS_MANY 2.997
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.817
+score BITCOIN_SPAM_02 1.708
score BITCOIN_SPAM_03 2.497
score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_07 3.496
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.996
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.956
-score BOGUS_MSM_HDRS 2.940
-score CK_HELO_GENERIC 0.248
+score BOGUS_MIME_VERSION 3.088
+score BOGUS_MSM_HDRS 0.111
+score CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.296
+score DEAR_BENEFICIARY 0.144
score DETAILS_OF_PRODUCT 1.248
-score DKIMWL_BL 2.308
+score DKIMWL_BL 2.313
score DKIMWL_WL_HIGH -0.699
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.598
-score EBAY_IMG_NOT_RCVD_EBAY 0.136
-score ENCRYPTED_MESSAGE -0.999
+score EBAY_IMG_NOT_RCVD_EBAY 0.355
+score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 0.367
-score FAKE_REPLY_B 3.695
+score FAKE_REPLY_A1 0.047
+score FAKE_REPLY_B 2.330
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.549
-score FONT_INVIS_MSGID 1.490
-score FONT_INVIS_NORDNS 1.651
-score FORGED_SPF_HELO 1.499
+score FONT_INVIS_LONG_LINE 2.560
+score FONT_INVIS_MSGID 1.487
+score FONT_INVIS_NORDNS 1.497
+score FORGED_SPF_HELO 1.497
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 1.853
+score FORM_FRAUD_3 0.853
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.800
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 1.587
+score FOUND_YOU 2.214
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 1.607
score FROM_2_EMAILS_SHORT 2.996
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 -0.555
-score FROM_GOV_SPOOF 0.998
+score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.020
+score FROM_MISSP_DYNIP 2.021
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 3.132
+score FROM_MISSP_MSFT 3.121
score FROM_MISSP_PHISH 3.496
-score FROM_MISSP_REPLYTO 0.493
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MULTI_NORDNS 1.285
-score FROM_NAME_EQ_TO_G_DRIVE 0.452
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_NAME_EQ_TO_G_DRIVE 0.293
+score FROM_NTLD_REPLY_FREEMAIL 0.740
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.936
-score FSL_BULK_SIG 2.492
+score FROM_SUSPICIOUS_NTLD_FP 0.924
+score FSL_BULK_SIG 2.494
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 2.896
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.197
-score FUZZY_CLICK_HERE 2.158
+score FUZZY_AMAZON 2.097
+score FUZZY_CLICK_HERE 2.263
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 0.001
score GOOG_REDIR_NORDNS 3.096
-score GOOG_STO_EMAIL_PHISH 2.546
-score GOOG_STO_HTML_PHISH 2.345
-score GOOG_STO_HTML_PHISH_MANY 3.527
+score GOOG_STO_EMAIL_PHISH 2.642
+score GOOG_STO_HTML_PHISH 2.420
+score GOOG_STO_HTML_PHISH_MANY 2.816
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 1.794
-score HDRS_LCASE 0.098
-score HDRS_LCASE_IMGONLY 0.098
+score HAS_X_OUTGOING_SPAM_STAT 1.792
+score HDRS_LCASE_IMGONLY 0.087
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+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 0.998
@@ -118,158 +116,151 @@ score HK_RANDOM_ENVFROM 0.9
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.126
score HK_SCAM 0.067
-score HOSTED_IMG_DIRECT_MX 1.916
+score HOSTED_IMG_DIRECT_MX 2.775
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI 1.844
+score HOSTED_IMG_MULTI 1.166
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.388
+score HTML_ENTITY_ASCII 2.049
score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 0.059
-score HTML_TAG_BALANCE_CENTER 1.841
-score HTML_TEXT_INVISIBLE_FONT 0.932
-score HTML_TEXT_INVISIBLE_STYLE 2.782
-score IMG_ONLY_FM_DOM_INFO 0.576
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_FAKE_EBAY 0.766
-score KHOP_HELO_FCRDNS 0.398
+score HTML_SINGLET_MANY 0.061
+score HTML_TAG_BALANCE_CENTER 1.838
+score HTML_TEXT_INVISIBLE_FONT 0.810
+score HTML_TEXT_INVISIBLE_STYLE 2.796
+score IMG_ONLY_FM_DOM_INFO 0.588
+score JH_SPAMMY_HEADERS 3.497
+score KHOP_HELO_FCRDNS 0.399
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 0.942
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.684
+score LONG_HEX_URI 0.941
+score LONG_IMG_URI 0.001 # force non-zero
+score LONG_INVISIBLE_TEXT 1.669
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 0.001
score MALWARE_NORDNS 0.001
-score MANY_SPAN_IN_TEXT 1.018
-score MILLION_HUNDRED 1.949
+score MANY_SPAN_IN_TEXT 2.297
+score MILLION_HUNDRED 2.221
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.168
-score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.237
-score MIXED_FONT_CASE 1.441
-score MIXED_HREF_CASE 1.142
-score MIXED_IMG_CASE 0.906
-score MONEY_12LTRDOM 0.098
-score MONEY_ATM_CARD 2.547
+score MIXED_AREA_CASE 0.282
+score MIXED_CENTER_CASE 1.623
+score MIXED_ES 2.488
+score MIXED_FONT_CASE 0.412
+score MIXED_HREF_CASE 0.640
+score MIXED_IMG_CASE 0.947
+score MONEY_12LTRDOM 0.099
+score MONEY_ATM_CARD 2.287
score MONEY_BARRISTER 0.001
score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 2.497
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.026
-score MONEY_FREEMAIL_REPTO 2.362
+score MONEY_FRAUD_8 1.038
+score MONEY_FREEMAIL_REPTO 2.428
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.034
-score MSGID_WSP_TRAIL 0.217
-score MSMAIL_PRI_ABNORMAL 0.531
+score MONEY_NOHTML 0.971
+score MSMAIL_PRI_ABNORMAL 0.592
score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 0.022
-score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.001
-score NOT_SPAM 2.896
-score NO_FM_NAME_IP_HOSTN 0.001
+score NA_DOLLARS 0.057
+score NEW_PRODUCTS 1.249
+score NICE_REPLY_A -0.132
+score NOT_SPAM 2.996
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.543
+score NUMBEREND_LINKBAIT 0.388
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 1.904
+score ODD_FREEM_REPTO 1.593
score ONLINE_MKTG_CNSLT 2.297
-score ORDER_TODAY 1.718
-score PDS_BTC_ID 0.172
+score ORDER_TODAY 1.341
+score PDS_BTC_ID 0.194
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.344
-score PDS_DBL_URL_TNB_RUNON 0.758
-score PDS_FRNOM_TODOM_DBL_URL 1.497
+score PDS_BTC_NTLD 0.683
+score PDS_DBL_URL_TNB_RUNON 0.761
+score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.619
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS 1.945
+score PDS_FROM_2_EMAILS_SHRTNER 0.485
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.821
+score PDS_HP_HELO_NORDNS 0.824
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.399
-score PDS_SHORT_BOGUS_MSM_HDRS 1.937
+score PDS_SHORTFWD_URISHRT_FP 1.499
+score PDS_SHORT_BOGUS_MSM_HDRS 1.541
score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.012
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.146
score PDS_TO_EQ_FROM_NAME 3.096
score PHP_ORIG_SCRIPT 0.001
score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 0.609
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_HEADER_LIST_SPOOF 2.997
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.957
+score PHP_SCRIPT 0.592
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_HEADER_LIST_SPOOF 2.996
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 0.601
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.051
+score RDNS_NUM_TLD_XM 2.332
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.492
-score REPTO_419_FRAUD_GM 2.602
-score REPTO_419_FRAUD_GM_LOOSE 0.999
+score REPTO_419_FRAUD 2.079
+score REPTO_419_FRAUD_GM 2.499
+score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 2.796
-score SCC_NEWBIE_HASBEENS 0.361
-score SENDGRID_REDIR 1.310
+score SCC_NEWBIE_HASBEENS 1.452
+score SENDGRID_REDIR 1.323
score SERGIO_SUBJECT_VIAGRA01 4.095
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.953
+score SHORTENER_SHORT_IMG 1.071
score SHORT_SHORTNER 1.741
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.019
+score SPOOFED_FREEMAIL 1.157
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.187
-score SPOOFED_FREEM_REPTO_CHN 2.491
-score SPOOF_GMAIL_MID 1.302
-score STATIC_XPRIO_OLE 0.209
+score SPOOFED_FREEM_REPTO 1.030
+score SPOOFED_FREEM_REPTO_CHN 2.751
+score SPOOF_GMAIL_MID 1.164
+score STATIC_XPRIO_OLE 0.205
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score TARINGANET_IMG_NOT_RCVD_TN 1.374
+score TARINGANET_IMG_NOT_RCVD_TN 1.236
score THIS_AD 0.898
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.896
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 2.297
+score TO_EQ_FM_DOM_SPF_FAIL 0.004
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NO_BRKTS_FROM_MSSP 1.771
+score TO_NO_BRKTS_FROM_MSSP 1.760
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.209
-score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 1.990
+score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_PCNT 2.498
+score TRANSFORM_LIFE 1.985
score TVD_PH_7 2.397
score TVD_PH_BODY_META 2.796
-score TVD_RCVD_SPACE_BRACKET 0.608
-score TVD_SPACE_ENCODED 0.001 # force non-zero
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.696
-score UNDISC_MONEY 3.062
+score TVD_RCVD_SPACE_BRACKET 0.921
+score UNDISC_FREEM 2.796
+score UNDISC_MONEY 2.797
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.696
score URI_GOOG_STO_SPAMMY 2.996
-score URI_LONG_REPEAT 2.259
+score URI_LONG_REPEAT 2.042
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.411
-score URI_PHP_REDIR 3.179
-score URI_TRY_3LD 1.997
+score URI_PHISH 3.491
+score URI_PHP_REDIR 3.181
+score URI_TRY_3LD 1.998
score URI_WPADMIN 2.297
-score URI_WP_HACKED 2.504
+score URI_WP_HACKED 2.492
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.999
-score WALMART_IMG_NOT_RCVD_WAL 1.175
-score WANT_TO_ORDER 2.747
+score WALMART_IMG_NOT_RCVD_WAL 2.499
+score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.221
+score XFER_LOTSA_MONEY 0.001
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 0.469
-score XM_RECPTID 2.991
+score XM_RANDOM 0.451
+score XM_RECPTID 2.987
score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.214
-score YOU_INHERIT 0.983
+score YOUR_DELIVERY_ADDRESS 0.114
+score YOU_INHERIT 1.811
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1892002&r1=1892001&r2=1892002&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Aug 4 02:49:12 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 234919 38.924% (99.747% of non-spam corpus)
-# Correctly spam: 277638 46.002% (75.441% of spam corpus)
-# False positives: 595 0.099% (0.253% of nonspam, 28354 weighted)
-# False negatives: 90380 14.975% (24.559% of spam, 140633 weighted)
-# Average score for spam: 11.6 nonspam: 0.6
-# Average for false-pos: 6.1 false-neg: 1.6
-# TOTAL: 603532 100.00%
+# Correctly non-spam: 232378 39.135% (99.725% of non-spam corpus)
+# Correctly spam: 272238 45.848% (75.462% of spam corpus)
+# False positives: 641 0.108% (0.275% of nonspam, 29782 weighted)
+# False negatives: 88525 14.909% (24.538% of spam, 136750 weighted)
+# Average score for spam: 12.2 nonspam: 0.6
+# Average for false-pos: 6.0 false-neg: 1.5
+# TOTAL: 593782 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29411 99.74%
-# Correctly spam: 34477 75.19%
-# False positives: 78 0.26%
-# False negatives: 11376 24.81%
-# TCR(l=50): 3.001637 SpamRecall: 75.190% SpamPrec: 99.774%
+# Correctly non-spam: 29116 99.73%
+# Correctly spam: 33780 75.18%
+# False positives: 80 0.27%
+# False negatives: 11151 24.82%
+# TCR(l=50): 2.965547 SpamRecall: 75.182% SpamPrec: 99.764%
##### 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: 225769 95.86%
-# Correctly spam: 203325 55.25%
-# False positives: 9745 4.14%
-# False negatives: 164693 44.75%
-# TCR(l=50): 0.564494 SpamRecall: 55.249% SpamPrec: 95.426%
+# Correctly non-spam: 223718 96.01%
+# Correctly spam: 199021 55.17%
+# False positives: 9301 3.99%
+# False negatives: 161742 44.83%
+# TCR(l=50): 0.575571 SpamRecall: 55.167% SpamPrec: 95.535%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28295 95.95%
-# Correctly spam: 25147 54.84%
-# False positives: 1194 4.05%
-# False negatives: 20706 45.16%
-# TCR(l=50): 0.570268 SpamRecall: 54.843% SpamPrec: 95.467%
+# Correctly non-spam: 28022 95.98%
+# Correctly spam: 24631 54.82%
+# False positives: 1174 4.02%
+# False negatives: 20300 45.18%
+# TCR(l=50): 0.568747 SpamRecall: 54.820% SpamPrec: 95.450%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1892002&r1=1892001&r2=1892002&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Aug 4 02:49:12 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 228021 37.012% (99.498% of non-spam corpus)
-# Correctly spam: 338360 54.922% (87.455% of spam corpus)
-# False positives: 1150 0.187% (0.502% of nonspam, 133168 weighted)
-# False negatives: 48538 7.879% (12.545% of spam, 91926 weighted)
+# Correctly non-spam: 227947 37.000% (99.466% of non-spam corpus)
+# Correctly spam: 338309 54.914% (87.442% of spam corpus)
+# False positives: 1224 0.199% (0.534% of nonspam, 139527 weighted)
+# False negatives: 48588 7.887% (12.558% of spam, 92115 weighted)
# Average score for spam: 17.0 nonspam: -0.6
-# Average for false-pos: 6.9 false-neg: 1.9
-# TOTAL: 616069 100.00%
+# Average for false-pos: 6.8 false-neg: 1.9
+# TOTAL: 616068 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28522 99.33%
-# Correctly spam: 42158 87.49%
-# False positives: 192 0.67%
-# False negatives: 6028 12.51%
-# TCR(l=50): 3.083312 SpamRecall: 87.490% SpamPrec: 99.547%
+# Correctly non-spam: 28526 99.35%
+# Correctly spam: 42071 87.31%
+# False positives: 188 0.65%
+# False negatives: 6115 12.69%
+# TCR(l=50): 3.105769 SpamRecall: 87.310% SpamPrec: 99.555%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 228271 99.61%
-# Correctly spam: 263996 68.23%
+# Correctly spam: 263931 68.22%
# False positives: 900 0.39%
-# False negatives: 122902 31.77%
-# TCR(l=50): 2.304308 SpamRecall: 68.234% SpamPrec: 99.660%
+# False negatives: 122966 31.78%
+# TCR(l=50): 2.303425 SpamRecall: 68.217% SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 28601 99.61%
-# Correctly spam: 32950 68.38%
+# Correctly spam: 32961 68.40%
# False positives: 113 0.39%
-# False negatives: 15236 31.62%
-# TCR(l=50): 2.307096 SpamRecall: 68.381% SpamPrec: 99.658%
+# False negatives: 15225 31.60%
+# TCR(l=50): 2.308311 SpamRecall: 68.404% SpamPrec: 99.658%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1892002&r1=1892001&r2=1892002&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Aug 4 02:49:12 2021
@@ -1,205 +1,204 @@
-# Using score set 0 logs for revision 1891959 from:
-# ham-darxus.r1891959.log ham-ena-week0.r1891959.log ham-ena-week1.r1891959.log ham-ena-week2.r1891959.log ham-ena-week3.r1891959.log ham-ena-week4.r1891959.log ham-giovanni-ham.r1891959.log ham-giovanni-spammy.r1891959.log ham-giovanni-spam.r1891959.log ham-grenier.r1891959.log ham-hege.r1891959.log ham-jhardin.r1891959.log ham-llanga.r1891959.log ham-pds.r1891959.log ham-spamsponge.r1891959.log ham-thendrikx.r1891959.log ham-tsz-spam-corpus.r1891959.log spam-darxus.r1891959.log spam-ena-week0.r1891959.log spam-ena-week1.r1891959.log spam-ena-week2.r1891959.log spam-ena-week3.r1891959.log spam-ena-week4.r1891959.log spam-giovanni-ham.r1891959.log spam-giovanni-spammy.r1891959.log spam-giovanni-spam.r1891959.log spam-grenier.r1891959.log spam-hege.r1891959.log spam-jhardin.r1891959.log spam-llanga.r1891959.log spam-pds.r1891959.log spam-spamsponge.r1891959.log spam-thendrikx.r1891959.log spam-tsz-spam-corpus.r1891959.log
+# Using score set 0 logs for revision 1891974 from:
+# ham-darxus.r1891974.log ham-ena-week0.r1891974.log ham-ena-week1.r1891974.log ham-ena-week2.r1891974.log ham-ena-week3.r1891974.log ham-ena-week4.r1891974.log ham-giovanni-ham.r1891974.log ham-giovanni-spammy.r1891974.log ham-giovanni-spam.r1891974.log ham-grenier.r1891974.log ham-hege.r1891974.log ham-jhardin.r1891974.log ham-llanga.r1891974.log ham-pds.r1891974.log ham-spamsponge.r1891974.log ham-thendrikx.r1891974.log ham-tsz-spam-corpus.r1891974.log spam-darxus.r1891974.log spam-ena-week0.r1891974.log spam-ena-week1.r1891974.log spam-ena-week2.r1891974.log spam-ena-week3.r1891974.log spam-ena-week4.r1891974.log spam-giovanni-ham.r1891974.log spam-giovanni-spammy.r1891974.log spam-giovanni-spam.r1891974.log spam-grenier.r1891974.log spam-hege.r1891974.log spam-jhardin.r1891974.log spam-llanga.r1891974.log spam-pds.r1891974.log spam-spamsponge.r1891974.log spam-thendrikx.r1891974.log spam-tsz-spam-corpus.r1891974.log
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.897
-score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 0.123
+score AC_HTML_NONSENSE_TAGS 1.898
+score ADMITS_SPAM 3.596
+score ADVANCE_FEE_2_NEW_FORM 0.152
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.024
-score ADVANCE_FEE_3_NEW_MONEY 2.996
+score ADVANCE_FEE_2_NEW_MONEY 0.693
+score ADVANCE_FEE_3_NEW 3.497
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.264
+score ADVANCE_FEE_3_NEW_MONEY 2.793
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.612
-score ADVANCE_FEE_5_NEW 2.796
+score ADVANCE_FEE_4_NEW_MONEY 0.011
+score ADVANCE_FEE_5_NEW 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.138
-score AD_PREFS 0.231
+score ADVANCE_FEE_5_NEW_MONEY 0.299
+score AD_PREFS 0.370
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.039
-score BEBEE_IMG_NOT_RCVD_BB 1.997
+score APP_DEVELOPMENT_NORDNS 1.997
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.555
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.892
+score BEBEE_IMG_NOT_RCVD_BB 1.998
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.001
+score BITCOIN_SPAM_07 2.632
+score BITCOIN_XPRIO 2.404
score BITCOIN_YOUR_INFO 2.996
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 0.946
+score BOGUS_MSM_HDRS 2.101
score BULK_RE_SUSP_NTLD 0.998
score CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 1.173
+score DEAR_BENEFICIARY 1.039
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 0.898
-score EBAY_IMG_NOT_RCVD_EBAY 2.077
+score DX_TEXT_03 0.698
+score EBAY_IMG_NOT_RCVD_EBAY 2.751
score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
score FAKE_REPLY_A1 3.995
-score FAKE_REPLY_B 3.895
+score FAKE_REPLY_B 3.995
score FILL_THIS_FORM 1.198
-score FONT_INVIS_DIRECT 2.394
+score FONT_INVIS_DIRECT 2.391
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.556
-score FORM_FRAUD_5 0.387
+score FONT_INVIS_NORDNS 2.372
+score FORM_FRAUD_5 1.840
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 3.096
-score FROM_2_EMAILS_SHORT 2.744
+score FROM_2_EMAILS_SHORT 2.751
score FROM_ADDR_WS 2.996
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.751
+score FROM_MISSP_DYNIP 1.681
+score FROM_MISSP_EH_MATCH 1.997
+score FROM_MISSP_FREEMAIL 3.496
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.217
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MULTI_NORDNS 0.355
-score FROM_NAME_EQ_TO_G_DRIVE 0.845
-score FROM_NTLD_REPLY_FREEMAIL 1.761
+score FROM_MISSP_PHISH 3.130
+score FROM_MISSP_USER 1.891
+score FROM_MULTI_NORDNS 0.356
+score FROM_NAME_EQ_TO_G_DRIVE 1.404
+score FROM_NTLD_REPLY_FREEMAIL 1.693
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.996
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FUZZY_AMAZON 2.297
-score FUZZY_CLICK_HERE 3.196
-score GB_FAKE_RF_SHORT 0.368
+score FSL_CTYPE_WIN1251 1.820
+score FSL_HELO_FAKE 3.096
+score FSL_NEW_HELO_USER 1.997
+score FUZZY_AMAZON 2.397
+score FUZZY_CLICK_HERE 1.785
+score GB_FAKE_RF_SHORT 0.795
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GB_GOOGLE_OBFUR 0.748
-score GOOGLE_DOC_SUSP 2.496
-score GOOG_REDIR_NORDNS 2.620
-score GOOG_STO_EMAIL_PHISH 2.708
-score GOOG_STO_HTML_PHISH 2.695
-score GOOG_STO_HTML_PHISH_MANY 1.808
-score GOOG_STO_IMG_HTML 2.996
+score GOOGLE_DOC_SUSP 2.494
+score GOOG_REDIR_NORDNS 2.603
+score GOOG_STO_EMAIL_PHISH 2.363
+score GOOG_STO_HTML_PHISH 2.717
+score GOOG_STO_HTML_PHISH_MANY 3.040
+score GOOG_STO_IMG_HTML 2.997
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 1.581
-score HDR_ORDER_FTSDMCXX_DIRECT 0.818
-score HDR_ORDER_FTSDMCXX_NORDNS 0.460
+score HDRS_MISSP 2.246
+score HDR_ORDER_FTSDMCXX_DIRECT 0.091
+score HDR_ORDER_FTSDMCXX_NORDNS 0.512
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.517
-score HOSTED_IMG_DIRECT_MX 3.046
+score HK_SCAM 1.477
+score HOSTED_IMG_DIRECT_MX 2.991
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI 2.967
+score HOSTED_IMG_MULTI 2.374
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 2.996
score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 1.655
-score HTML_TEXT_INVISIBLE_STYLE 2.524
-score IMG_ONLY_FM_DOM_INFO 1.280
+score HTML_TAG_BALANCE_CENTER 2.077
+score HTML_TEXT_INVISIBLE_STYLE 2.102
+score IMG_ONLY_FM_DOM_INFO 1.125
score JH_SPAMMY_HEADERS 3.496
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
score LONG_HEX_URI 2.996
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.405
+score LONG_INVISIBLE_TEXT 1.401
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 2.102
-score MANY_SPAN_IN_TEXT 2.497
-score MILLION_HUNDRED 2.872
-score MILLION_USD 0.810
-score MIMEOLE_DIRECT_TO_MX 1.158
-score MIXED_AREA_CASE 0.002
-score MIXED_CENTER_CASE 2.197
-score MIXED_ES 3.695
-score MIXED_FONT_CASE 1.501
-score MIXED_HREF_CASE 0.729
-score MIXED_IMG_CASE 0.062
-score MONEY_12LTRDOM 0.099
-score MONEY_ATM_CARD 0.511
-score MONEY_BARRISTER 0.001
+score MALWARE_NORDNS 2.103
+score MANY_SPAN_IN_TEXT 2.596
+score MILLION_HUNDRED 3.197
+score MILLION_USD 0.261
+score MIMEOLE_DIRECT_TO_MX 1.992
+score MIXED_AREA_CASE 0.604
+score MIXED_CENTER_CASE 1.573
+score MIXED_ES 3.595
+score MIXED_FONT_CASE 1.498
+score MIXED_HREF_CASE 0.884
+score MIXED_IMG_CASE 2.745
+score MONEY_12LTRDOM 0.098
+score MONEY_ATM_CARD 1.791
+score MONEY_BARRISTER 0.003
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.110
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001
+score MONEY_FORM_SHORT 2.497
+score MONEY_FRAUD_3 2.457
+score MONEY_FRAUD_5 0.248
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.506
-score MSGID_WSP_TRAIL 1.595
-score MSMAIL_PRI_ABNORMAL 0.901
-score NAME_EMAIL_DIFF 1.729
-score NA_DOLLARS 0.001 # force non-zero
+score MONEY_FROM_MISSP 0.609
+score MONEY_NOHTML 1.942
+score MSMAIL_PRI_ABNORMAL 1.499
+score NAME_EMAIL_DIFF 1.735
+score NA_DOLLARS 0.001
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.267
+score NICE_REPLY_A -2.486
score NOT_SPAM 3.296
-score NO_FM_NAME_IP_HOSTN 0.159
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.398
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 1.901
+score NSL_RCVD_HELO_USER 2.246
+score NUMBEREND_LINKBAIT 0.634
+score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.803
-score ONLINE_MKTG_CNSLT 2.596
-score ORDER_TODAY 2.219
+score OFFER_ONLY_AMERICA 0.893
+score ONLINE_MKTG_CNSLT 2.497
+score ORDER_TODAY 2.153
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.479
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS_SHRTNER 1.325
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHP_EVAL 1.498
+score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001
score PDS_SHORTFWD_URISHRT_FP 1.498
-score PDS_SHORT_BOGUS_MSM_HDRS 0.893
-score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 3.096
+score PDS_SHORT_BOGUS_MSM_HDRS 1.364
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.303
+score PDS_TO_EQ_FROM_NAME 3.196
score PHP_ORIG_SCRIPT 2.248
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.868
-score RDNS_NUM_TLD_XM 2.760
-score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.999
+score RATWARE_NO_RDNS 1.040
+score RDNS_NUM_TLD_XM 2.862
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 1.835
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 1.872
+score SCC_NEWBIE_HASBEENS 1.858
score SCRIPT_GIBBERISH 2.896
score SENDGRID_REDIR 1.498
score SEO_SUSP_NTLD 1.198
-score SERGIO_SUBJECT_VIAGRA01 3.694
+score SERGIO_SUBJECT_VIAGRA01 3.112
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.648
+score SHORTENER_SHORT_IMG 0.759
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 1.080
+score STATIC_XPRIO_OLE 0.415
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score TARINGANET_IMG_NOT_RCVD_TN 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 1.073
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
+score THIS_IS_ADV_SUSP_NTLD 1.182
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.098
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
@@ -208,31 +207,31 @@ score TO_NO_BRKTS_PCNT 2.4
score TRANSFORM_LIFE 2.497
score TVD_PH_7 2.696
score TVD_PH_BODY_META 3.096
-score TVD_RCVD_SPACE_BRACKET 1.792
-score UNDISC_FREEM 3.096
-score UNDISC_MONEY 3.497
-score URI_DEOBFU_INSTR 4.295
-score URI_DOTEDU 1.997
+score TVD_RCVD_SPACE_BRACKET 1.790
+score UNDISC_FREEM 2.996
+score UNDISC_MONEY 3.496
+score URI_DEOBFU_INSTR 4.296
+score URI_DOTEDU 0.929
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.996
score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
-score URI_PHP_REDIR 3.497
+score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.596
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.978
-score WALMART_IMG_NOT_RCVD_WAL 0.872
+score VFY_ACCT_NORDNS 2.700
+score WALMART_IMG_NOT_RCVD_WAL 1.153
score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 0.665
+score XM_DIGITS_ONLY 0.001
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 0.028
-score YOU_INHERIT 2.662
+score XPRIO_URL_SHORTNER 0.934
+score YOUR_DELIVERY_ADDRESS 0.025
+score YOU_INHERIT 2.584
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -281,18 +280,17 @@ score FORM_FRAUD 1.0
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
+score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -311,7 +309,6 @@ score LOTTO_AGENT 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -360,9 +357,6 @@ score SUBJ_BRKN_WORDNUMS 1.0
score SYSADMIN 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_NAME_SUBJ_NO_RDNS 1.000
-score TO_NO_BRKTS_MSFT 1.000
-score TVD_SPACE_ENCODED 1.000
-score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1892002&r1=1892001&r2=1892002&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Aug 4 02:49:12 2021
@@ -4,113 +4,111 @@
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 2.192
-score AC_HTML_NONSENSE_TAGS 0.371
-score ADMITS_SPAM 3.296
-score ADVANCE_FEE_2_NEW_FORM 0.305
+score AC_FROM_MANY_DOTS 2.150
+score AC_HTML_NONSENSE_TAGS 0.411
+score ADMITS_SPAM 3.396
+score ADVANCE_FEE_2_NEW_FORM 1.898
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.279
-score ADVANCE_FEE_3_NEW_MONEY 1.556
+score ADVANCE_FEE_2_NEW_MONEY 0.148
+score ADVANCE_FEE_3_NEW 2.899
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.026
+score ADVANCE_FEE_3_NEW_MONEY 1.561
score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.912
+score ADVANCE_FEE_5_NEW_MONEY 0.926
score AD_PREFS 0.498
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 0.722
+score APP_DEVELOPMENT_NORDNS 0.657
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.395
-score BEBEE_IMG_NOT_RCVD_BB 1.502
-score BIGNUM_EMAILS_FREEM 1.786
-score BIGNUM_EMAILS_MANY 2.996
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.817
+score BEBEE_IMG_NOT_RCVD_BB 1.999
+score BIGNUM_EMAILS_FREEM 1.677
+score BIGNUM_EMAILS_MANY 2.997
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.817
+score BITCOIN_SPAM_02 1.708
score BITCOIN_SPAM_03 2.497
score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_07 3.496
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.996
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.956
-score BOGUS_MSM_HDRS 2.940
-score CK_HELO_GENERIC 0.248
+score BOGUS_MIME_VERSION 3.088
+score BOGUS_MSM_HDRS 0.111
+score CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.296
+score DEAR_BENEFICIARY 0.144
score DETAILS_OF_PRODUCT 1.248
-score DKIMWL_BL 2.308
+score DKIMWL_BL 2.313
score DKIMWL_WL_HIGH -0.699
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.598
-score EBAY_IMG_NOT_RCVD_EBAY 0.136
-score ENCRYPTED_MESSAGE -0.999
+score EBAY_IMG_NOT_RCVD_EBAY 0.355
+score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 0.367
-score FAKE_REPLY_B 3.695
+score FAKE_REPLY_A1 0.047
+score FAKE_REPLY_B 2.330
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.549
-score FONT_INVIS_MSGID 1.490
-score FONT_INVIS_NORDNS 1.651
-score FORGED_SPF_HELO 1.499
+score FONT_INVIS_LONG_LINE 2.560
+score FONT_INVIS_MSGID 1.487
+score FONT_INVIS_NORDNS 1.497
+score FORGED_SPF_HELO 1.497
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 1.853
+score FORM_FRAUD_3 0.853
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.800
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 1.587
+score FOUND_YOU 2.214
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 1.607
score FROM_2_EMAILS_SHORT 2.996
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 -0.555
-score FROM_GOV_SPOOF 0.998
+score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.020
+score FROM_MISSP_DYNIP 2.021
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 3.132
+score FROM_MISSP_MSFT 3.121
score FROM_MISSP_PHISH 3.496
-score FROM_MISSP_REPLYTO 0.493
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MULTI_NORDNS 1.285
-score FROM_NAME_EQ_TO_G_DRIVE 0.452
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_NAME_EQ_TO_G_DRIVE 0.293
+score FROM_NTLD_REPLY_FREEMAIL 0.740
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.936
-score FSL_BULK_SIG 2.492
+score FROM_SUSPICIOUS_NTLD_FP 0.924
+score FSL_BULK_SIG 2.494
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 2.896
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.197
-score FUZZY_CLICK_HERE 2.158
+score FUZZY_AMAZON 2.097
+score FUZZY_CLICK_HERE 2.263
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 0.001
score GOOG_REDIR_NORDNS 3.096
-score GOOG_STO_EMAIL_PHISH 2.546
-score GOOG_STO_HTML_PHISH 2.345
-score GOOG_STO_HTML_PHISH_MANY 3.527
+score GOOG_STO_EMAIL_PHISH 2.642
+score GOOG_STO_HTML_PHISH 2.420
+score GOOG_STO_HTML_PHISH_MANY 2.816
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 1.794
-score HDRS_LCASE 0.098
-score HDRS_LCASE_IMGONLY 0.098
+score HAS_X_OUTGOING_SPAM_STAT 1.792
+score HDRS_LCASE_IMGONLY 0.087
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+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 0.998
@@ -118,158 +116,151 @@ score HK_RANDOM_ENVFROM 0.9
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.126
score HK_SCAM 0.067
-score HOSTED_IMG_DIRECT_MX 1.916
+score HOSTED_IMG_DIRECT_MX 2.775
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI 1.844
+score HOSTED_IMG_MULTI 1.166
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.388
+score HTML_ENTITY_ASCII 2.049
score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 0.059
-score HTML_TAG_BALANCE_CENTER 1.841
-score HTML_TEXT_INVISIBLE_FONT 0.932
-score HTML_TEXT_INVISIBLE_STYLE 2.782
-score IMG_ONLY_FM_DOM_INFO 0.576
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_FAKE_EBAY 0.766
-score KHOP_HELO_FCRDNS 0.398
+score HTML_SINGLET_MANY 0.061
+score HTML_TAG_BALANCE_CENTER 1.838
+score HTML_TEXT_INVISIBLE_FONT 0.810
+score HTML_TEXT_INVISIBLE_STYLE 2.796
+score IMG_ONLY_FM_DOM_INFO 0.588
+score JH_SPAMMY_HEADERS 3.497
+score KHOP_HELO_FCRDNS 0.399
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 0.942
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.684
+score LONG_HEX_URI 0.941
+score LONG_IMG_URI 0.001 # force non-zero
+score LONG_INVISIBLE_TEXT 1.669
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 0.001
score MALWARE_NORDNS 0.001
-score MANY_SPAN_IN_TEXT 1.018
-score MILLION_HUNDRED 1.949
+score MANY_SPAN_IN_TEXT 2.297
+score MILLION_HUNDRED 2.221
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.168
-score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.237
-score MIXED_FONT_CASE 1.441
-score MIXED_HREF_CASE 1.142
-score MIXED_IMG_CASE 0.906
-score MONEY_12LTRDOM 0.098
-score MONEY_ATM_CARD 2.547
+score MIXED_AREA_CASE 0.282
+score MIXED_CENTER_CASE 1.623
+score MIXED_ES 2.488
+score MIXED_FONT_CASE 0.412
+score MIXED_HREF_CASE 0.640
+score MIXED_IMG_CASE 0.947
+score MONEY_12LTRDOM 0.099
+score MONEY_ATM_CARD 2.287
score MONEY_BARRISTER 0.001
score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 2.497
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.026
-score MONEY_FREEMAIL_REPTO 2.362
+score MONEY_FRAUD_8 1.038
+score MONEY_FREEMAIL_REPTO 2.428
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.034
-score MSGID_WSP_TRAIL 0.217
-score MSMAIL_PRI_ABNORMAL 0.531
+score MONEY_NOHTML 0.971
+score MSMAIL_PRI_ABNORMAL 0.592
score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 0.022
-score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.001
-score NOT_SPAM 2.896
-score NO_FM_NAME_IP_HOSTN 0.001
+score NA_DOLLARS 0.057
+score NEW_PRODUCTS 1.249
+score NICE_REPLY_A -0.132
+score NOT_SPAM 2.996
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.543
+score NUMBEREND_LINKBAIT 0.388
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 1.904
+score ODD_FREEM_REPTO 1.593
score ONLINE_MKTG_CNSLT 2.297
-score ORDER_TODAY 1.718
-score PDS_BTC_ID 0.172
+score ORDER_TODAY 1.341
+score PDS_BTC_ID 0.194
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.344
-score PDS_DBL_URL_TNB_RUNON 0.758
-score PDS_FRNOM_TODOM_DBL_URL 1.497
+score PDS_BTC_NTLD 0.683
+score PDS_DBL_URL_TNB_RUNON 0.761
+score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.619
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS 1.945
+score PDS_FROM_2_EMAILS_SHRTNER 0.485
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.821
+score PDS_HP_HELO_NORDNS 0.824
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.399
-score PDS_SHORT_BOGUS_MSM_HDRS 1.937
+score PDS_SHORTFWD_URISHRT_FP 1.499
+score PDS_SHORT_BOGUS_MSM_HDRS 1.541
score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.012
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.146
score PDS_TO_EQ_FROM_NAME 3.096
score PHP_ORIG_SCRIPT 0.001
score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 0.609
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_HEADER_LIST_SPOOF 2.997
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.957
+score PHP_SCRIPT 0.592
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_HEADER_LIST_SPOOF 2.996
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 0.601
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.051
+score RDNS_NUM_TLD_XM 2.332
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.492
-score REPTO_419_FRAUD_GM 2.602
-score REPTO_419_FRAUD_GM_LOOSE 0.999
+score REPTO_419_FRAUD 2.079
+score REPTO_419_FRAUD_GM 2.499
+score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 2.796
-score SCC_NEWBIE_HASBEENS 0.361
-score SENDGRID_REDIR 1.310
+score SCC_NEWBIE_HASBEENS 1.452
+score SENDGRID_REDIR 1.323
score SERGIO_SUBJECT_VIAGRA01 4.095
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.953
+score SHORTENER_SHORT_IMG 1.071
score SHORT_SHORTNER 1.741
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.019
+score SPOOFED_FREEMAIL 1.157
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.187
-score SPOOFED_FREEM_REPTO_CHN 2.491
-score SPOOF_GMAIL_MID 1.302
-score STATIC_XPRIO_OLE 0.209
+score SPOOFED_FREEM_REPTO 1.030
+score SPOOFED_FREEM_REPTO_CHN 2.751
+score SPOOF_GMAIL_MID 1.164
+score STATIC_XPRIO_OLE 0.205
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score TARINGANET_IMG_NOT_RCVD_TN 1.374
+score TARINGANET_IMG_NOT_RCVD_TN 1.236
score THIS_AD 0.898
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.896
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 2.297
+score TO_EQ_FM_DOM_SPF_FAIL 0.004
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NO_BRKTS_FROM_MSSP 1.771
+score TO_NO_BRKTS_FROM_MSSP 1.760
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.209
-score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 1.990
+score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_PCNT 2.498
+score TRANSFORM_LIFE 1.985
score TVD_PH_7 2.397
score TVD_PH_BODY_META 2.796
-score TVD_RCVD_SPACE_BRACKET 0.608
-score TVD_SPACE_ENCODED 0.001 # force non-zero
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.696
-score UNDISC_MONEY 3.062
+score TVD_RCVD_SPACE_BRACKET 0.921
+score UNDISC_FREEM 2.796
+score UNDISC_MONEY 2.797
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.696
score URI_GOOG_STO_SPAMMY 2.996
-score URI_LONG_REPEAT 2.259
+score URI_LONG_REPEAT 2.042
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.411
-score URI_PHP_REDIR 3.179
-score URI_TRY_3LD 1.997
+score URI_PHISH 3.491
+score URI_PHP_REDIR 3.181
+score URI_TRY_3LD 1.998
score URI_WPADMIN 2.297
-score URI_WP_HACKED 2.504
+score URI_WP_HACKED 2.492
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.999
-score WALMART_IMG_NOT_RCVD_WAL 1.175
-score WANT_TO_ORDER 2.747
+score WALMART_IMG_NOT_RCVD_WAL 2.499
+score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.221
+score XFER_LOTSA_MONEY 0.001
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 0.469
-score XM_RECPTID 2.991
+score XM_RANDOM 0.451
+score XM_RECPTID 2.987
score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.214
-score YOU_INHERIT 0.983
+score YOUR_DELIVERY_ADDRESS 0.114
+score YOU_INHERIT 1.811
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1892002&r1=1892001&r2=1892002&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Aug 4 02:49:12 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 234919 38.924% (99.747% of non-spam corpus)
-# Correctly spam: 277638 46.002% (75.441% of spam corpus)
-# False positives: 595 0.099% (0.253% of nonspam, 28354 weighted)
-# False negatives: 90380 14.975% (24.559% of spam, 140633 weighted)
-# Average score for spam: 11.6 nonspam: 0.6
-# Average for false-pos: 6.1 false-neg: 1.6
-# TOTAL: 603532 100.00%
+# Correctly non-spam: 232378 39.135% (99.725% of non-spam corpus)
+# Correctly spam: 272238 45.848% (75.462% of spam corpus)
+# False positives: 641 0.108% (0.275% of nonspam, 29782 weighted)
+# False negatives: 88525 14.909% (24.538% of spam, 136750 weighted)
+# Average score for spam: 12.2 nonspam: 0.6
+# Average for false-pos: 6.0 false-neg: 1.5
+# TOTAL: 593782 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29411 99.74%
-# Correctly spam: 34477 75.19%
-# False positives: 78 0.26%
-# False negatives: 11376 24.81%
-# TCR(l=50): 3.001637 SpamRecall: 75.190% SpamPrec: 99.774%
+# Correctly non-spam: 29116 99.73%
+# Correctly spam: 33780 75.18%
+# False positives: 80 0.27%
+# False negatives: 11151 24.82%
+# TCR(l=50): 2.965547 SpamRecall: 75.182% SpamPrec: 99.764%
##### 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: 225769 95.86%
-# Correctly spam: 203325 55.25%
-# False positives: 9745 4.14%
-# False negatives: 164693 44.75%
-# TCR(l=50): 0.564494 SpamRecall: 55.249% SpamPrec: 95.426%
+# Correctly non-spam: 223718 96.01%
+# Correctly spam: 199021 55.17%
+# False positives: 9301 3.99%
+# False negatives: 161742 44.83%
+# TCR(l=50): 0.575571 SpamRecall: 55.167% SpamPrec: 95.535%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28295 95.95%
-# Correctly spam: 25147 54.84%
-# False positives: 1194 4.05%
-# False negatives: 20706 45.16%
-# TCR(l=50): 0.570268 SpamRecall: 54.843% SpamPrec: 95.467%
+# Correctly non-spam: 28022 95.98%
+# Correctly spam: 24631 54.82%
+# False positives: 1174 4.02%
+# False negatives: 20300 45.18%
+# TCR(l=50): 0.568747 SpamRecall: 54.820% SpamPrec: 95.450%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1892002&r1=1892001&r2=1892002&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Aug 4 02:49:12 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 228021 37.012% (99.498% of non-spam corpus)
-# Correctly spam: 338360 54.922% (87.455% of spam corpus)
-# False positives: 1150 0.187% (0.502% of nonspam, 133168 weighted)
-# False negatives: 48538 7.879% (12.545% of spam, 91926 weighted)
+# Correctly non-spam: 227947 37.000% (99.466% of non-spam corpus)
+# Correctly spam: 338309 54.914% (87.442% of spam corpus)
+# False positives: 1224 0.199% (0.534% of nonspam, 139527 weighted)
+# False negatives: 48588 7.887% (12.558% of spam, 92115 weighted)
# Average score for spam: 17.0 nonspam: -0.6
-# Average for false-pos: 6.9 false-neg: 1.9
-# TOTAL: 616069 100.00%
+# Average for false-pos: 6.8 false-neg: 1.9
+# TOTAL: 616068 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28522 99.33%
-# Correctly spam: 42158 87.49%
-# False positives: 192 0.67%
-# False negatives: 6028 12.51%
-# TCR(l=50): 3.083312 SpamRecall: 87.490% SpamPrec: 99.547%
+# Correctly non-spam: 28526 99.35%
+# Correctly spam: 42071 87.31%
+# False positives: 188 0.65%
+# False negatives: 6115 12.69%
+# TCR(l=50): 3.105769 SpamRecall: 87.310% SpamPrec: 99.555%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 228271 99.61%
-# Correctly spam: 263996 68.23%
+# Correctly spam: 263931 68.22%
# False positives: 900 0.39%
-# False negatives: 122902 31.77%
-# TCR(l=50): 2.304308 SpamRecall: 68.234% SpamPrec: 99.660%
+# False negatives: 122966 31.78%
+# TCR(l=50): 2.303425 SpamRecall: 68.217% SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 28601 99.61%
-# Correctly spam: 32950 68.38%
+# Correctly spam: 32961 68.40%
# False positives: 113 0.39%
-# False negatives: 15236 31.62%
-# TCR(l=50): 2.307096 SpamRecall: 68.381% SpamPrec: 99.658%
+# False negatives: 15225 31.60%
+# TCR(l=50): 2.308311 SpamRecall: 68.404% SpamPrec: 99.658%