Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891783&r1=1891782&r2=1891783&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Jul 25 02:45:29 2021
@@ -5,26 +5,26 @@ score ACCT_PHISHING_MANY 2.9
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.898
-score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 0.588
+score AC_HTML_NONSENSE_TAGS 1.906
+score ADMITS_SPAM 3.596
+score ADVANCE_FEE_2_NEW_FORM 0.001
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 2.549
+score ADVANCE_FEE_3_NEW 2.517
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.514
+score ADVANCE_FEE_3_NEW_MONEY 2.107
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.521
+score ADVANCE_FEE_4_NEW_MONEY 2.290
score ADVANCE_FEE_5_NEW 2.696
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.124
+score AD_PREFS 0.256
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.567
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.301
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
@@ -34,170 +34,170 @@ score BITCOIN_SPAM_07 3.4
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.996
score BOGUS_MIME_VERSION 3.496
-score BULK_RE_SUSP_NTLD 0.998
+score BULK_RE_SUSP_NTLD 0.999
score CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.953
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 0.957
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 0.799
-score DYNAMIC_IMGUR 2.031
-score EBAY_IMG_NOT_RCVD_EBAY 0.573
+score DX_TEXT_03 0.798
+score DYNAMIC_IMGUR 2.866
+score EBAY_IMG_NOT_RCVD_EBAY 1.103
score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 3.895
+score FAKE_REPLY_A1 3.995
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.197
-score FONT_INVIS_DIRECT 2.404
+score FILL_THIS_FORM 1.189
+score FONT_INVIS_DIRECT 2.406
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_MSGID 2.492
-score FONT_INVIS_NORDNS 2.037
+score FONT_INVIS_MSGID 2.494
+score FONT_INVIS_NORDNS 1.355
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.096
-score FROM_2_EMAILS_SHORT 2.616
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 3.196
+score FROM_2_EMAILS_SHORT 2.391
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.745
+score FROM_MISSP_DYNIP 0.806
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_FREEMAIL 1.468
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.496
+score FROM_MISSP_PHISH 3.465
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.623
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_MULTI_NORDNS 0.355
+score FROM_NAME_EQ_TO_G_DRIVE 0.750
+score FROM_NTLD_REPLY_FREEMAIL 1.709
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 3.096
-score FSL_NEW_HELO_USER 0.001
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 1.680
+score GB_FAKE_RF_SHORT 0.861
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.590
-score GOOG_REDIR_NORDNS 2.593
-score GOOG_STO_EMAIL_PHISH 2.443
-score GOOG_STO_HTML_PHISH 2.377
-score GOOG_STO_HTML_PHISH_MANY 0.932
+score GOOGLE_DOC_SUSP 2.511
+score GOOG_REDIR_NORDNS 2.595
+score GOOG_STO_EMAIL_PHISH 2.107
+score GOOG_STO_HTML_PHISH 1.912
+score GOOG_STO_HTML_PHISH_MANY 2.483
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.247
-score HDR_ORDER_FTSDMCXX_DIRECT 0.881
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 2.248
+score HDR_ORDER_FTSDMCXX_DIRECT 0.609
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+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 0.999
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.232
-score HOSTED_IMG_DIRECT_MX 2.690
-score HOSTED_IMG_FREEM 3.497
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 0.478
+score HOSTED_IMG_DIRECT_MX 1.795
+score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_OFF_PAGE 2.996
score HTML_TEXT_INVISIBLE_STYLE 3.496
-score JH_SPAMMY_HEADERS 3.497
+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 1.400
+score LONG_IMG_URI 0.443
+score LONG_INVISIBLE_TEXT 1.420
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.382
-score MALWARE_NORDNS 2.103
+score LOTTO_AGENT 1.499
+score MALWARE_NORDNS 2.104
score MANY_SPAN_IN_TEXT 2.497
score MILLION_HUNDRED 3.096
-score MILLION_USD 0.327
-score MIMEOLE_DIRECT_TO_MX 1.613
-score MIXED_AREA_CASE 2.255
-score MIXED_CENTER_CASE 1.900
-score MIXED_ES 2.998
-score MIXED_FONT_CASE 1.431
-score MIXED_HREF_CASE 1.865
-score MIXED_IMG_CASE 2.597
+score MILLION_USD 0.292
+score MIMEOLE_DIRECT_TO_MX 1.856
+score MIXED_AREA_CASE 2.499
+score MIXED_CENTER_CASE 1.590
+score MIXED_ES 3.020
+score MIXED_FONT_CASE 1.521
+score MIXED_HREF_CASE 1.217
+score MIXED_IMG_CASE 2.592
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.685
+score MONEY_FRAUD_8 0.433
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.242
-score MSGID_WSP_TRAIL 0.951
-score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 1.880
+score MONEY_NOHTML 1.235
+score MSGID_WSP_TRAIL 1.202
+score MSMAIL_PRI_ABNORMAL 0.168
+score NAME_EMAIL_DIFF 2.095
score NA_DOLLARS 1.498
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -3.210
+score NICE_REPLY_A -0.244
score NOT_SPAM 3.196
-score NO_FM_NAME_IP_HOSTN 0.100
+score NO_FM_NAME_IP_HOSTN 0.127
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.253
+score NUMBEREND_LINKBAIT 0.183
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.431
+score OFFER_ONLY_AMERICA 0.556
score ONLINE_MKTG_CNSLT 2.596
-score ORDER_TODAY 0.001
-score PDS_BTC_ID 0.499
+score ORDER_TODAY 1.956
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.776
+score PDS_BTC_NTLD 1.999
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
score PDS_FROM_2_EMAILS_SHRTNER 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.998
+score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.877
+score PDS_PHPEXP_BOT 0.504
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 2.247
-score PHP_ORIG_SCRIPT_EVAL 2.620
+score PHP_ORIG_SCRIPT 2.244
+score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.439
-score RDNS_NUM_TLD_XM 2.135
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 1.722
+score RDNS_NUM_TLD_XM 2.484
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 1.940
+score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 1.475
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 2.568
+score SCC_NEWBIE_HASBEENS 2.246
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 2.774
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.286
+score SHORTENER_SHORT_IMG 1.302
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.782
+score STATIC_XPRIO_OLE 0.698
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score THIS_AD 1.199
-score THIS_IS_ADV_SUSP_NTLD 0.045
+score THIS_AD 1.198
+score THIS_IS_ADV_SUSP_NTLD 1.374
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 1.613
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.612
+score TO_NO_BRKTS_FROM_MSSP 1.538
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_PH_BODY_META 2.997
+score TVD_PH_BODY_META 2.996
score TVD_RCVD_SPACE_BRACKET 2.796
-score UNDISC_FREEM 2.896
+score UNDISC_FREEM 2.996
score UNDISC_MONEY 3.296
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
@@ -208,20 +208,20 @@ score URI_GOOG_STO_SPAMMY 2.9
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.949
+score URI_TRY_3LD 1.962
score URI_WPADMIN 2.696
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.500
-score WALMART_IMG_NOT_RCVD_WAL 2.301
-score WANT_TO_ORDER 2.163
-score WORD_INVIS_MANY 2.897
+score VFY_ACCT_NORDNS 0.468
+score WALMART_IMG_NOT_RCVD_WAL 0.918
+score WANT_TO_ORDER 2.048
+score WORD_INVIS_MANY 2.904
score XFER_LOTSA_MONEY 0.998
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 1.248
-score YOU_INHERIT 2.699
+score YOU_INHERIT 2.796
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -315,7 +315,6 @@ score MSGID_HDR_MALF 1.0
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score OBFU_BITCOIN 1.000
-score PDS_FROM_2_EMAILS 1.000
score PDS_SHORTFWD_URISHRT_QP 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891783&r1=1891782&r2=1891783&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jul 25 02:45:29 2021
@@ -1,264 +1,264 @@
-# Using score set 1 logs for revision 1891606 from:
-# ham-net-darxus.r1891606.log ham-net-ena-week0.r1891606.log ham-net-ena-week1.r1891606.log ham-net-ena-week2.r1891606.log ham-net-ena-week3.r1891606.log ham-net-ena-week4.r1891606.log ham-net-giovanni-ham.r1891606.log ham-net-giovanni-spammy.r1891606.log ham-net-giovanni-spam.r1891606.log ham-net-grenier.r1891606.log ham-net-hege.r1891606.log ham-net-jhardin.r1891606.log ham-net-llanga.r1891606.log ham-net-mmiroslaw-mails-ham.r1891606.log ham-net-mmiroslaw-mails-spam.r1891606.log ham-net-pds.r1891606.log ham-net-spamsponge.r1891606.log ham-net-thendrikx.r1891606.log ham-net-tsz-spam-corpus.r1891606.log spam-net-darxus.r1891606.log spam-net-ena-week0.r1891606.log spam-net-ena-week1.r1891606.log spam-net-ena-week2.r1891606.log spam-net-ena-week3.r1891606.log spam-net-ena-week4.r1891606.log spam-net-giovanni-ham.r1891606.log spam-net-giovanni-spammy.r1891606.log spam-net-giovanni-spam.r1891606.log spam-net-grenier.r1891606.log spam-net-hege.r1891606.log spam-net-jhardin.r1891606.log s
pam-net-llanga.r1891606.log spam-net-mmiroslaw-mails-ham.r1891606.log spam-net-mmiroslaw-mails-spam.r1891606.log spam-net-pds.r1891606.log spam-net-spamsponge.r1891606.log spam-net-thendrikx.r1891606.log spam-net-tsz-spam-corpus.r1891606.log
+# Using score set 1 logs for revision 1891766 from:
+# ham-net-darxus.r1891766.log ham-net-ena-week0.r1891766.log ham-net-ena-week1.r1891766.log ham-net-ena-week2.r1891766.log ham-net-ena-week3.r1891766.log ham-net-ena-week4.r1891766.log ham-net-grenier.r1891766.log ham-net-hege.r1891766.log ham-net-jhardin.r1891766.log ham-net-llanga.r1891766.log ham-net-mmiroslaw-mails-ham.r1891766.log ham-net-mmiroslaw-mails-spam.r1891766.log ham-net-pds.r1891766.log ham-net-spamsponge.r1891766.log ham-net-thendrikx.r1891766.log ham-net-tsz-spam-corpus.r1891766.log spam-net-darxus.r1891766.log spam-net-ena-week0.r1891766.log spam-net-ena-week1.r1891766.log spam-net-ena-week2.r1891766.log spam-net-ena-week3.r1891766.log spam-net-ena-week4.r1891766.log spam-net-grenier.r1891766.log spam-net-hege.r1891766.log spam-net-jhardin.r1891766.log spam-net-llanga.r1891766.log spam-net-mmiroslaw-mails-ham.r1891766.log spam-net-mmiroslaw-mails-spam.r1891766.log spam-net-pds.r1891766.log spam-net-spamsponge.r1891766.log spam-net-thendrikx.r1891766.log spam-net-ts
z-spam-corpus.r1891766.log
-score ACCT_PHISHING_MANY 2.999
-score AC_BR_BONANZA 0.001 # force non-zero
+score ACCT_PHISHING_MANY 2.151
+score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.751
-score AC_HTML_NONSENSE_TAGS 1.489
-score ADMITS_SPAM 3.496
-score ADVANCE_FEE_2_NEW_FORM 0.089
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.491
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 3.396
+score ADVANCE_FEE_2_NEW_FORM 0.952
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 1.917
+score ADVANCE_FEE_3_NEW 3.398
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.731
-score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.503
-score ADVANCE_FEE_4_NEW_MONEY 0.416
+score ADVANCE_FEE_3_NEW_MONEY 0.994
+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 0.001
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 1.736
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score AD_PREFS 0.498
+score ALIBABA_IMG_NOT_RCVD_ALI 1.391
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.226
-score BIGNUM_EMAILS_FREEM 1.277
-score BIGNUM_EMAILS_MANY 2.996
+score APP_DEVELOPMENT_NORDNS 1.276
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BIGNUM_EMAILS_FREEM 1.929
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.813
-score BITCOIN_SPAM_05 0.132
-score BITCOIN_SPAM_07 3.035
-score BITCOIN_XPRIO 0.443
-score BITCOIN_YOUR_INFO 2.309
-score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.496
-score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 2.497
+score BITCOIN_SPAM_02 1.188
+score BITCOIN_SPAM_03 1.560
+score BITCOIN_SPAM_05 2.497
+score BITCOIN_SPAM_07 2.143
+score BITCOIN_XPRIO 0.241
+score BITCOIN_YOUR_INFO 2.312
+score BODY_URI_ONLY 0.001 # force non-zero
+score BOGUS_MIME_VERSION 3.276
+score CK_HELO_GENERIC 0.015
+score CONTENT_AFTER_HTML 2.422
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.796
+score DEAR_BENEFICIARY 2.896
score DETAILS_OF_PRODUCT 1.248
-score DKIMWL_BL 2.310
-score DKIMWL_WL_HIGH -1.466
+score DKIMWL_BL 2.313
+score DKIMWL_WL_HIGH -0.719
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.998
-score DX_TEXT_03 0.899
-score DYNAMIC_IMGUR 2.433
-score EBAY_IMG_NOT_RCVD_EBAY 1.802
+score DKIMWL_WL_MEDHI -0.103
+score DX_TEXT_03 0.698
+score DYNAMIC_IMGUR 2.150
+score EBAY_IMG_NOT_RCVD_EBAY 2.512
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 1.996
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FAKE_REPLY_A1 3.235
score FAKE_REPLY_B 3.695
-score FILL_THIS_FORM 0.001 # force non-zero
-score FONT_INVIS_DIRECT 0.021
-score FONT_INVIS_DOTGOV 3.497
-score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_MSGID 1.859
-score FONT_INVIS_NORDNS 1.307
-score FORGED_SPF_HELO 1.339
+score FILL_THIS_FORM 0.001
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DOTGOV 3.496
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_MSGID 1.829
+score FONT_INVIS_NORDNS 1.888
+score FORGED_SPF_HELO 1.597
score FORM_FRAUD 0.001
score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.960
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 1.987
+score FOUND_YOU 0.900
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 3.081
score FROM_2_EMAILS_SHORT 2.996
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.591
+score FROM_GOV_DKIM_AU -0.741
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.078
+score FROM_MISSP_DYNIP 2.197
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_PHISH 3.145
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 3.496
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.683
-score FROM_NAME_EQ_TO_G_DRIVE 0.853
-score FROM_NEWDOM_BTC 1.999
-score FROM_NTLD_REPLY_FREEMAIL 0.916
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_MULTI_NORDNS 1.801
+score FROM_NAME_EQ_TO_G_DRIVE 0.560
+score FROM_NTLD_REPLY_FREEMAIL 1.179
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 0.496
-score FSL_BULK_SIG 2.128
+score FROM_SUSPICIOUS_NTLD_FP 1.022
+score FSL_BULK_SIG 2.617
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.255
+score FSL_HELO_FAKE 2.896
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.197
-score GB_FAKE_RF_SHORT 0.001
-score GB_FREEMAIL_DISPTO 0.001
+score GB_FAKE_RF_SHORT 0.617
+score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
-score GOOG_REDIR_NORDNS 2.784
+score GOOG_REDIR_NORDNS 3.096
score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_HTML_PHISH 1.863
-score GOOG_STO_HTML_PHISH_MANY 1.434
+score GOOG_STO_HTML_PHISH 2.104
+score GOOG_STO_HTML_PHISH_MANY 2.133
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.098
+score GOOG_STO_NOIMG_HTML 2.997
+score HAS_X_OUTGOING_SPAM_STAT 0.796
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.001
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 HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.001
-score HK_RANDOM_ENVFROM 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001
+score HK_NAME_FM_MR_MRS 0.787
+score HK_NAME_MR_MRS 0.024
+score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.904
+score HK_RANDOM_REPLYTO 0.930
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.676
+score HOSTED_IMG_DIRECT_MX 2.115
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_OFF_PAGE 2.601
-score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 0.683
-score HTML_TEXT_INVISIBLE_STYLE 2.221
+score HTML_OFF_PAGE 2.724
+score HTML_SINGLET_MANY 1.910
+score HTML_TEXT_INVISIBLE_FONT 0.001
+score HTML_TEXT_INVISIBLE_STYLE 1.676
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.498
-score LONG_HEX_URI 1.219
-score LONG_IMG_URI 0.855
-score LONG_INVISIBLE_TEXT 1.401
+score KHOP_FAKE_EBAY 1.000
+score KHOP_HELO_FCRDNS 0.399
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.480
+score LONG_HEX_URI 0.947
+score LONG_IMG_URI 0.937
+score LONG_INVISIBLE_TEXT 0.154
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.353
-score MALWARE_NORDNS 0.683
-score MANY_SPAN_IN_TEXT 1.516
-score MILLION_HUNDRED 1.451
+score LOTTO_AGENT 1.498
+score MALWARE_NORDNS 0.498
+score MANY_SPAN_IN_TEXT 2.297
+score MILLION_HUNDRED 2.896
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.091
-score MIXED_CENTER_CASE 1.985
-score MIXED_ES 2.508
-score MIXED_FONT_CASE 0.823
-score MIXED_HREF_CASE 1.891
-score MIXED_IMG_CASE 2.425
+score MIMEOLE_DIRECT_TO_MX 0.177
+score MIXED_AREA_CASE 0.928
+score MIXED_CENTER_CASE 0.059
+score MIXED_ES 2.612
+score MIXED_FONT_CASE 2.206
+score MIXED_HREF_CASE 1.862
+score MIXED_IMG_CASE 1.979
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001 # force non-zero
-score MONEY_FREEMAIL_REPTO 0.784
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 1.208
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.451
-score MSGID_WSP_TRAIL 0.733
-score MSMAIL_PRI_ABNORMAL 0.059
-score NAME_EMAIL_DIFF 0.001 # force non-zero
-score NA_DOLLARS 0.001
+score MONEY_NOHTML 1.138
+score MSGID_WSP_TRAIL 1.390
+score MSMAIL_PRI_ABNORMAL 1.499
+score NAME_EMAIL_DIFF 2.441
+score NA_DOLLARS 0.270
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.058
-score NOT_SPAM 2.897
-score NO_FM_NAME_IP_HOSTN 0.162
+score NICE_REPLY_A -1.091
+score NORDNS_LOW_CONTRAST 1.984
+score NOT_SPAM 3.096
+score NO_FM_NAME_IP_HOSTN 0.494
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.856
-score NUMBEREND_LINKBAIT 0.324
-score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.502
+score NSL_RCVD_HELO_USER 0.001
+score NUMBEREND_LINKBAIT 0.967
+score ODD_FREEM_REPTO 2.761
score ONLINE_MKTG_CNSLT 2.397
-score ORDER_TODAY 1.105
-score PDS_BTC_ID 0.499
+score ORDER_TODAY 0.080
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.804
-score PDS_DBL_URL_TNB_RUNON 0.504
+score PDS_BTC_NTLD 0.660
score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS_SHRTNER 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.419
-score PDS_PHP_EVAL 1.499
+score PDS_PHPEXP_BOT 0.193
+score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.498
-score PDS_SHORTFWD_URISHRT_QP 1.499
+score PDS_SHORTFWD_URISHRT_FP 1.102
score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 0.820
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.504
+score PDS_TO_EQ_FROM_NAME 2.666
+score PHP_ORIG_SCRIPT 0.585
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_MKTG_HEADER 1.998
-score RATWARE_NO_RDNS 0.650
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 1.538
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.743
+score RDNS_NUM_TLD_XM 1.795
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.348
-score REPTO_419_FRAUD_GM_LOOSE 0.998
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.811
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.896
-score SCC_NEWBIE_HASBEENS 2.075
-score SENDGRID_REDIR 1.305
-score SERGIO_SUBJECT_VIAGRA01 4.195
+score SCC_NEWBIE_HASBEENS 2.194
+score SENDGRID_REDIR 1.402
+score SERGIO_SUBJECT_VIAGRA01 4.095
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.264
-score SHORT_BODY_G_DRIVE_DYN 0.826
-score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 1.571
-score SPOOFED_FREEMAIL 1.270
+score SHORTENER_SHORT_IMG 1.103
+score SHORT_SHORTNER 0.669
+score SINGLETS_LOW_CONTRAST 2.758
+score SPOOFED_FREEMAIL 1.224
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 3.033
-score SPOOF_GMAIL_MID 0.953
+score SPOOFED_FREEM_REPTO_CHN 1.372
+score SPOOF_GMAIL_MID 1.498
score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score THIS_AD 0.898
-score THIS_IS_ADV_SUSP_NTLD 1.499
-score TO_EQ_FM_DIRECT_MX 0.090
+score THIS_AD 0.999
+score TO_EQ_FM_DIRECT_MX 2.497
+score TO_EQ_FM_DOM_HTML_ONLY 2.696
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.464
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.412
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.014
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.146
+score TO_NO_BRKTS_HTML_IMG 0.075
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_NORDNS_HTML 1.206
score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 2.497
-score TVD_PH_BODY_META 2.696
-score TVD_RCVD_SPACE_BRACKET 2.193
+score TRANSFORM_LIFE 2.498
+score TVD_PH_BODY_META 2.796
+score TVD_RCVD_SPACE_BRACKET 2.295
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.651
-score UNICODE_OBFU_ASC 2.497
-score UPGRADE_MAILBOX 0.488
-score URI_DEOBFU_INSTR 4.195
-score URI_DOTEDU 1.348
-score URI_DQ_UNSUB 2.397
+score UNDISC_MONEY 3.096
+score UPGRADE_MAILBOX 0.001
+score URI_DEOBFU_INSTR 4.196
+score URI_DOTEDU 1.291
+score URI_DQ_UNSUB 1.988
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.896
+score URI_GOOGLE_PROXY 2.696
score URI_GOOG_STO_SPAMMY 2.996
-score URI_LONG_REPEAT 2.460
-score URI_ONLY_MSGID_MALF 0.001 # force non-zero
-score URI_PHISH 3.310
-score URI_PHP_REDIR 3.189
-score URI_TRY_3LD 1.090
+score URI_LONG_REPEAT 2.371
+score URI_ONLY_MSGID_MALF 0.001
+score URI_PHISH 3.311
+score URI_PHP_REDIR 3.496
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.397
score URI_WP_HACKED 0.001
-score URI_WP_HACKED_2 2.498
-score VFY_ACCT_NORDNS 0.576
-score WALMART_IMG_NOT_RCVD_WAL 1.027
-score WANT_TO_ORDER 2.746
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.050
+score WALMART_IMG_NOT_RCVD_WAL 0.376
+score WANT_TO_ORDER 2.432
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.999
+score XFER_LOTSA_MONEY 0.998
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 1.461
-score XM_RECPTID 2.997
+score XM_RANDOM 0.929
+score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.310
-score YOU_INHERIT 2.599
+score YOUR_DELIVERY_ADDRESS 0.306
+score YOU_INHERIT 1.090
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -271,6 +271,7 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.001 # force non-zero
score APP_DEVELOPMENT_FREEM 1.000
+score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_01 1.000
@@ -279,7 +280,6 @@ score BITCOIN_IMGUR 1.0
score BITCOIN_OBFU_SUBJ 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
-score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
@@ -295,6 +295,7 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
@@ -310,6 +311,7 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_ADDR_WS 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
+score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
@@ -339,6 +341,7 @@ score LIST_PRTL_SAME_USER 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
@@ -350,7 +353,9 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score OBFU_BITCOIN 1.000
score OFFER_ONLY_AMERICA 1.000
+score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_HELO_SPF_FAIL 1.000
+score PDS_SHORTFWD_URISHRT_QP 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -378,14 +383,17 @@ score REPTO_419_FRAUD_YJ 1.0
score REPTO_419_FRAUD_YN 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
+score SHORT_BODY_G_DRIVE_DYN 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_LOW_CONTRAST 1.000
score STOCK_TIP 1.000
score SYSADMIN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score URI_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1891783&r1=1891782&r2=1891783&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jul 25 02:45:29 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 242561 36.895% (99.723% of non-spam corpus)
-# Correctly spam: 317128 48.237% (76.562% of spam corpus)
-# False positives: 674 0.103% (0.277% of nonspam, 38208 weighted)
-# False negatives: 97080 14.766% (23.438% of spam, 158340 weighted)
-# Average score for spam: 11.1 nonspam: 0.5
+# Correctly non-spam: 242556 36.894% (99.721% of non-spam corpus)
+# Correctly spam: 317439 48.284% (76.638% of spam corpus)
+# False positives: 679 0.103% (0.279% of nonspam, 38545 weighted)
+# False negatives: 96765 14.718% (23.362% of spam, 156891 weighted)
+# Average score for spam: 11.1 nonspam: 0.6
# Average for false-pos: 6.7 false-neg: 1.6
-# TOTAL: 657443 100.00%
+# TOTAL: 657439 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30350 99.76%
-# Correctly spam: 39800 77.10%
+# Correctly spam: 39791 77.08%
# False positives: 74 0.24%
-# False negatives: 11824 22.90%
-# TCR(l=50): 3.325432 SpamRecall: 77.096% SpamPrec: 99.814%
+# False negatives: 11832 22.92%
+# TCR(l=50): 3.323654 SpamRecall: 77.080% SpamPrec: 99.814%
##### 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: 233007 95.80%
-# Correctly spam: 226428 54.67%
+# Correctly spam: 226419 54.66%
# False positives: 10228 4.20%
-# False negatives: 187780 45.33%
-# TCR(l=50): 0.592420 SpamRecall: 54.665% SpamPrec: 95.678%
+# False negatives: 187785 45.34%
+# TCR(l=50): 0.592410 SpamRecall: 54.664% SpamPrec: 95.678%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 29123 95.72%
-# Correctly spam: 28335 54.89%
+# Correctly spam: 28429 55.07%
# False positives: 1301 4.28%
-# False negatives: 23289 45.11%
-# TCR(l=50): 0.584385 SpamRecall: 54.887% SpamPrec: 95.610%
+# False negatives: 23194 44.93%
+# TCR(l=50): 0.585003 SpamRecall: 55.070% SpamPrec: 95.624%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891783&r1=1891782&r2=1891783&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jul 25 02:45:29 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 243722 35.621% (99.592% of non-spam corpus)
-# Correctly spam: 382841 55.954% (87.112% of spam corpus)
-# False positives: 999 0.146% (0.408% of nonspam, 136459 weighted)
-# False negatives: 56640 8.278% (12.888% of spam, 118474 weighted)
-# Average score for spam: 16.3 nonspam: -0.8
-# Average for false-pos: 7.6 false-neg: 2.1
-# TOTAL: 684202 100.00%
+# Correctly non-spam: 236672 37.407% (99.597% of non-spam corpus)
+# Correctly spam: 353316 55.843% (89.432% of spam corpus)
+# False positives: 957 0.151% (0.403% of nonspam, 114406 weighted)
+# False negatives: 41749 6.599% (10.568% of spam, 79213 weighted)
+# Average score for spam: 17.3 nonspam: -0.7
+# Average for false-pos: 7.2 false-neg: 1.9
+# TOTAL: 632694 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30464 99.63%
-# Correctly spam: 47871 87.38%
-# False positives: 112 0.37%
-# False negatives: 6916 12.62%
-# TCR(l=50): 4.377357 SpamRecall: 87.377% SpamPrec: 99.767%
+# Correctly non-spam: 29597 99.59%
+# Correctly spam: 44153 89.58%
+# False positives: 123 0.41%
+# False negatives: 5137 10.42%
+# TCR(l=50): 4.366971 SpamRecall: 89.578% SpamPrec: 99.722%
##### 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: 243639 99.56%
-# Correctly spam: 301227 68.54%
-# False positives: 1082 0.44%
-# False negatives: 138254 31.46%
-# TCR(l=50): 2.284751 SpamRecall: 68.542% SpamPrec: 99.642%
+# Correctly non-spam: 236875 99.68%
+# Correctly spam: 274398 69.46%
+# False positives: 754 0.32%
+# False negatives: 120667 30.54%
+# TCR(l=50): 2.494617 SpamRecall: 69.456% SpamPrec: 99.726%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30454 99.60%
-# Correctly spam: 37496 68.44%
-# False positives: 122 0.40%
-# False negatives: 17291 31.56%
-# TCR(l=50): 2.342226 SpamRecall: 68.440% SpamPrec: 99.676%
+# Correctly non-spam: 29627 99.69%
+# Correctly spam: 34248 69.48%
+# False positives: 93 0.31%
+# False negatives: 15042 30.52%
+# TCR(l=50): 2.503047 SpamRecall: 69.483% SpamPrec: 99.729%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891783&r1=1891782&r2=1891783&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Jul 25 02:45:29 2021
@@ -5,26 +5,26 @@ score ACCT_PHISHING_MANY 2.9
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.898
-score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 0.588
+score AC_HTML_NONSENSE_TAGS 1.906
+score ADMITS_SPAM 3.596
+score ADVANCE_FEE_2_NEW_FORM 0.001
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 2.549
+score ADVANCE_FEE_3_NEW 2.517
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.514
+score ADVANCE_FEE_3_NEW_MONEY 2.107
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.521
+score ADVANCE_FEE_4_NEW_MONEY 2.290
score ADVANCE_FEE_5_NEW 2.696
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.124
+score AD_PREFS 0.256
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.567
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.301
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
@@ -34,170 +34,170 @@ score BITCOIN_SPAM_07 3.4
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.996
score BOGUS_MIME_VERSION 3.496
-score BULK_RE_SUSP_NTLD 0.998
+score BULK_RE_SUSP_NTLD 0.999
score CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.953
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 0.957
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 0.799
-score DYNAMIC_IMGUR 2.031
-score EBAY_IMG_NOT_RCVD_EBAY 0.573
+score DX_TEXT_03 0.798
+score DYNAMIC_IMGUR 2.866
+score EBAY_IMG_NOT_RCVD_EBAY 1.103
score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 3.895
+score FAKE_REPLY_A1 3.995
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.197
-score FONT_INVIS_DIRECT 2.404
+score FILL_THIS_FORM 1.189
+score FONT_INVIS_DIRECT 2.406
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_MSGID 2.492
-score FONT_INVIS_NORDNS 2.037
+score FONT_INVIS_MSGID 2.494
+score FONT_INVIS_NORDNS 1.355
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.096
-score FROM_2_EMAILS_SHORT 2.616
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 3.196
+score FROM_2_EMAILS_SHORT 2.391
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.745
+score FROM_MISSP_DYNIP 0.806
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_FREEMAIL 1.468
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.496
+score FROM_MISSP_PHISH 3.465
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.623
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_MULTI_NORDNS 0.355
+score FROM_NAME_EQ_TO_G_DRIVE 0.750
+score FROM_NTLD_REPLY_FREEMAIL 1.709
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 3.096
-score FSL_NEW_HELO_USER 0.001
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 1.680
+score GB_FAKE_RF_SHORT 0.861
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.590
-score GOOG_REDIR_NORDNS 2.593
-score GOOG_STO_EMAIL_PHISH 2.443
-score GOOG_STO_HTML_PHISH 2.377
-score GOOG_STO_HTML_PHISH_MANY 0.932
+score GOOGLE_DOC_SUSP 2.511
+score GOOG_REDIR_NORDNS 2.595
+score GOOG_STO_EMAIL_PHISH 2.107
+score GOOG_STO_HTML_PHISH 1.912
+score GOOG_STO_HTML_PHISH_MANY 2.483
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.247
-score HDR_ORDER_FTSDMCXX_DIRECT 0.881
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 2.248
+score HDR_ORDER_FTSDMCXX_DIRECT 0.609
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+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 0.999
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.232
-score HOSTED_IMG_DIRECT_MX 2.690
-score HOSTED_IMG_FREEM 3.497
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 0.478
+score HOSTED_IMG_DIRECT_MX 1.795
+score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_OFF_PAGE 2.996
score HTML_TEXT_INVISIBLE_STYLE 3.496
-score JH_SPAMMY_HEADERS 3.497
+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 1.400
+score LONG_IMG_URI 0.443
+score LONG_INVISIBLE_TEXT 1.420
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.382
-score MALWARE_NORDNS 2.103
+score LOTTO_AGENT 1.499
+score MALWARE_NORDNS 2.104
score MANY_SPAN_IN_TEXT 2.497
score MILLION_HUNDRED 3.096
-score MILLION_USD 0.327
-score MIMEOLE_DIRECT_TO_MX 1.613
-score MIXED_AREA_CASE 2.255
-score MIXED_CENTER_CASE 1.900
-score MIXED_ES 2.998
-score MIXED_FONT_CASE 1.431
-score MIXED_HREF_CASE 1.865
-score MIXED_IMG_CASE 2.597
+score MILLION_USD 0.292
+score MIMEOLE_DIRECT_TO_MX 1.856
+score MIXED_AREA_CASE 2.499
+score MIXED_CENTER_CASE 1.590
+score MIXED_ES 3.020
+score MIXED_FONT_CASE 1.521
+score MIXED_HREF_CASE 1.217
+score MIXED_IMG_CASE 2.592
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.685
+score MONEY_FRAUD_8 0.433
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.242
-score MSGID_WSP_TRAIL 0.951
-score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 1.880
+score MONEY_NOHTML 1.235
+score MSGID_WSP_TRAIL 1.202
+score MSMAIL_PRI_ABNORMAL 0.168
+score NAME_EMAIL_DIFF 2.095
score NA_DOLLARS 1.498
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -3.210
+score NICE_REPLY_A -0.244
score NOT_SPAM 3.196
-score NO_FM_NAME_IP_HOSTN 0.100
+score NO_FM_NAME_IP_HOSTN 0.127
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.253
+score NUMBEREND_LINKBAIT 0.183
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.431
+score OFFER_ONLY_AMERICA 0.556
score ONLINE_MKTG_CNSLT 2.596
-score ORDER_TODAY 0.001
-score PDS_BTC_ID 0.499
+score ORDER_TODAY 1.956
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.776
+score PDS_BTC_NTLD 1.999
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
score PDS_FROM_2_EMAILS_SHRTNER 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.998
+score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.877
+score PDS_PHPEXP_BOT 0.504
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 2.247
-score PHP_ORIG_SCRIPT_EVAL 2.620
+score PHP_ORIG_SCRIPT 2.244
+score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.439
-score RDNS_NUM_TLD_XM 2.135
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 1.722
+score RDNS_NUM_TLD_XM 2.484
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 1.940
+score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 1.475
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 2.568
+score SCC_NEWBIE_HASBEENS 2.246
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 2.774
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.286
+score SHORTENER_SHORT_IMG 1.302
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.782
+score STATIC_XPRIO_OLE 0.698
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score THIS_AD 1.199
-score THIS_IS_ADV_SUSP_NTLD 0.045
+score THIS_AD 1.198
+score THIS_IS_ADV_SUSP_NTLD 1.374
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 1.613
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.612
+score TO_NO_BRKTS_FROM_MSSP 1.538
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_PH_BODY_META 2.997
+score TVD_PH_BODY_META 2.996
score TVD_RCVD_SPACE_BRACKET 2.796
-score UNDISC_FREEM 2.896
+score UNDISC_FREEM 2.996
score UNDISC_MONEY 3.296
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
@@ -208,20 +208,20 @@ score URI_GOOG_STO_SPAMMY 2.9
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.949
+score URI_TRY_3LD 1.962
score URI_WPADMIN 2.696
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.500
-score WALMART_IMG_NOT_RCVD_WAL 2.301
-score WANT_TO_ORDER 2.163
-score WORD_INVIS_MANY 2.897
+score VFY_ACCT_NORDNS 0.468
+score WALMART_IMG_NOT_RCVD_WAL 0.918
+score WANT_TO_ORDER 2.048
+score WORD_INVIS_MANY 2.904
score XFER_LOTSA_MONEY 0.998
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 1.248
-score YOU_INHERIT 2.699
+score YOU_INHERIT 2.796
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -315,7 +315,6 @@ score MSGID_HDR_MALF 1.0
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score OBFU_BITCOIN 1.000
-score PDS_FROM_2_EMAILS 1.000
score PDS_SHORTFWD_URISHRT_QP 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891783&r1=1891782&r2=1891783&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jul 25 02:45:29 2021
@@ -1,264 +1,264 @@
-# Using score set 1 logs for revision 1891606 from:
-# ham-net-darxus.r1891606.log ham-net-ena-week0.r1891606.log ham-net-ena-week1.r1891606.log ham-net-ena-week2.r1891606.log ham-net-ena-week3.r1891606.log ham-net-ena-week4.r1891606.log ham-net-giovanni-ham.r1891606.log ham-net-giovanni-spammy.r1891606.log ham-net-giovanni-spam.r1891606.log ham-net-grenier.r1891606.log ham-net-hege.r1891606.log ham-net-jhardin.r1891606.log ham-net-llanga.r1891606.log ham-net-mmiroslaw-mails-ham.r1891606.log ham-net-mmiroslaw-mails-spam.r1891606.log ham-net-pds.r1891606.log ham-net-spamsponge.r1891606.log ham-net-thendrikx.r1891606.log ham-net-tsz-spam-corpus.r1891606.log spam-net-darxus.r1891606.log spam-net-ena-week0.r1891606.log spam-net-ena-week1.r1891606.log spam-net-ena-week2.r1891606.log spam-net-ena-week3.r1891606.log spam-net-ena-week4.r1891606.log spam-net-giovanni-ham.r1891606.log spam-net-giovanni-spammy.r1891606.log spam-net-giovanni-spam.r1891606.log spam-net-grenier.r1891606.log spam-net-hege.r1891606.log spam-net-jhardin.r1891606.log s
pam-net-llanga.r1891606.log spam-net-mmiroslaw-mails-ham.r1891606.log spam-net-mmiroslaw-mails-spam.r1891606.log spam-net-pds.r1891606.log spam-net-spamsponge.r1891606.log spam-net-thendrikx.r1891606.log spam-net-tsz-spam-corpus.r1891606.log
+# Using score set 1 logs for revision 1891766 from:
+# ham-net-darxus.r1891766.log ham-net-ena-week0.r1891766.log ham-net-ena-week1.r1891766.log ham-net-ena-week2.r1891766.log ham-net-ena-week3.r1891766.log ham-net-ena-week4.r1891766.log ham-net-grenier.r1891766.log ham-net-hege.r1891766.log ham-net-jhardin.r1891766.log ham-net-llanga.r1891766.log ham-net-mmiroslaw-mails-ham.r1891766.log ham-net-mmiroslaw-mails-spam.r1891766.log ham-net-pds.r1891766.log ham-net-spamsponge.r1891766.log ham-net-thendrikx.r1891766.log ham-net-tsz-spam-corpus.r1891766.log spam-net-darxus.r1891766.log spam-net-ena-week0.r1891766.log spam-net-ena-week1.r1891766.log spam-net-ena-week2.r1891766.log spam-net-ena-week3.r1891766.log spam-net-ena-week4.r1891766.log spam-net-grenier.r1891766.log spam-net-hege.r1891766.log spam-net-jhardin.r1891766.log spam-net-llanga.r1891766.log spam-net-mmiroslaw-mails-ham.r1891766.log spam-net-mmiroslaw-mails-spam.r1891766.log spam-net-pds.r1891766.log spam-net-spamsponge.r1891766.log spam-net-thendrikx.r1891766.log spam-net-ts
z-spam-corpus.r1891766.log
-score ACCT_PHISHING_MANY 2.999
-score AC_BR_BONANZA 0.001 # force non-zero
+score ACCT_PHISHING_MANY 2.151
+score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.751
-score AC_HTML_NONSENSE_TAGS 1.489
-score ADMITS_SPAM 3.496
-score ADVANCE_FEE_2_NEW_FORM 0.089
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.491
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 3.396
+score ADVANCE_FEE_2_NEW_FORM 0.952
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 1.917
+score ADVANCE_FEE_3_NEW 3.398
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.731
-score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.503
-score ADVANCE_FEE_4_NEW_MONEY 0.416
+score ADVANCE_FEE_3_NEW_MONEY 0.994
+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 0.001
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 1.736
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score AD_PREFS 0.498
+score ALIBABA_IMG_NOT_RCVD_ALI 1.391
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.226
-score BIGNUM_EMAILS_FREEM 1.277
-score BIGNUM_EMAILS_MANY 2.996
+score APP_DEVELOPMENT_NORDNS 1.276
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BIGNUM_EMAILS_FREEM 1.929
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.813
-score BITCOIN_SPAM_05 0.132
-score BITCOIN_SPAM_07 3.035
-score BITCOIN_XPRIO 0.443
-score BITCOIN_YOUR_INFO 2.309
-score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.496
-score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 2.497
+score BITCOIN_SPAM_02 1.188
+score BITCOIN_SPAM_03 1.560
+score BITCOIN_SPAM_05 2.497
+score BITCOIN_SPAM_07 2.143
+score BITCOIN_XPRIO 0.241
+score BITCOIN_YOUR_INFO 2.312
+score BODY_URI_ONLY 0.001 # force non-zero
+score BOGUS_MIME_VERSION 3.276
+score CK_HELO_GENERIC 0.015
+score CONTENT_AFTER_HTML 2.422
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.796
+score DEAR_BENEFICIARY 2.896
score DETAILS_OF_PRODUCT 1.248
-score DKIMWL_BL 2.310
-score DKIMWL_WL_HIGH -1.466
+score DKIMWL_BL 2.313
+score DKIMWL_WL_HIGH -0.719
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.998
-score DX_TEXT_03 0.899
-score DYNAMIC_IMGUR 2.433
-score EBAY_IMG_NOT_RCVD_EBAY 1.802
+score DKIMWL_WL_MEDHI -0.103
+score DX_TEXT_03 0.698
+score DYNAMIC_IMGUR 2.150
+score EBAY_IMG_NOT_RCVD_EBAY 2.512
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 1.996
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FAKE_REPLY_A1 3.235
score FAKE_REPLY_B 3.695
-score FILL_THIS_FORM 0.001 # force non-zero
-score FONT_INVIS_DIRECT 0.021
-score FONT_INVIS_DOTGOV 3.497
-score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_MSGID 1.859
-score FONT_INVIS_NORDNS 1.307
-score FORGED_SPF_HELO 1.339
+score FILL_THIS_FORM 0.001
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DOTGOV 3.496
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_MSGID 1.829
+score FONT_INVIS_NORDNS 1.888
+score FORGED_SPF_HELO 1.597
score FORM_FRAUD 0.001
score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.960
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 1.987
+score FOUND_YOU 0.900
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 3.081
score FROM_2_EMAILS_SHORT 2.996
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.591
+score FROM_GOV_DKIM_AU -0.741
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.078
+score FROM_MISSP_DYNIP 2.197
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_PHISH 3.145
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 3.496
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.683
-score FROM_NAME_EQ_TO_G_DRIVE 0.853
-score FROM_NEWDOM_BTC 1.999
-score FROM_NTLD_REPLY_FREEMAIL 0.916
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_MULTI_NORDNS 1.801
+score FROM_NAME_EQ_TO_G_DRIVE 0.560
+score FROM_NTLD_REPLY_FREEMAIL 1.179
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 0.496
-score FSL_BULK_SIG 2.128
+score FROM_SUSPICIOUS_NTLD_FP 1.022
+score FSL_BULK_SIG 2.617
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.255
+score FSL_HELO_FAKE 2.896
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.197
-score GB_FAKE_RF_SHORT 0.001
-score GB_FREEMAIL_DISPTO 0.001
+score GB_FAKE_RF_SHORT 0.617
+score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
-score GOOG_REDIR_NORDNS 2.784
+score GOOG_REDIR_NORDNS 3.096
score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_HTML_PHISH 1.863
-score GOOG_STO_HTML_PHISH_MANY 1.434
+score GOOG_STO_HTML_PHISH 2.104
+score GOOG_STO_HTML_PHISH_MANY 2.133
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.098
+score GOOG_STO_NOIMG_HTML 2.997
+score HAS_X_OUTGOING_SPAM_STAT 0.796
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.001
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 HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.001
-score HK_RANDOM_ENVFROM 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001
+score HK_NAME_FM_MR_MRS 0.787
+score HK_NAME_MR_MRS 0.024
+score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.904
+score HK_RANDOM_REPLYTO 0.930
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.676
+score HOSTED_IMG_DIRECT_MX 2.115
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_OFF_PAGE 2.601
-score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 0.683
-score HTML_TEXT_INVISIBLE_STYLE 2.221
+score HTML_OFF_PAGE 2.724
+score HTML_SINGLET_MANY 1.910
+score HTML_TEXT_INVISIBLE_FONT 0.001
+score HTML_TEXT_INVISIBLE_STYLE 1.676
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.498
-score LONG_HEX_URI 1.219
-score LONG_IMG_URI 0.855
-score LONG_INVISIBLE_TEXT 1.401
+score KHOP_FAKE_EBAY 1.000
+score KHOP_HELO_FCRDNS 0.399
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.480
+score LONG_HEX_URI 0.947
+score LONG_IMG_URI 0.937
+score LONG_INVISIBLE_TEXT 0.154
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.353
-score MALWARE_NORDNS 0.683
-score MANY_SPAN_IN_TEXT 1.516
-score MILLION_HUNDRED 1.451
+score LOTTO_AGENT 1.498
+score MALWARE_NORDNS 0.498
+score MANY_SPAN_IN_TEXT 2.297
+score MILLION_HUNDRED 2.896
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.091
-score MIXED_CENTER_CASE 1.985
-score MIXED_ES 2.508
-score MIXED_FONT_CASE 0.823
-score MIXED_HREF_CASE 1.891
-score MIXED_IMG_CASE 2.425
+score MIMEOLE_DIRECT_TO_MX 0.177
+score MIXED_AREA_CASE 0.928
+score MIXED_CENTER_CASE 0.059
+score MIXED_ES 2.612
+score MIXED_FONT_CASE 2.206
+score MIXED_HREF_CASE 1.862
+score MIXED_IMG_CASE 1.979
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001 # force non-zero
-score MONEY_FREEMAIL_REPTO 0.784
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 1.208
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.451
-score MSGID_WSP_TRAIL 0.733
-score MSMAIL_PRI_ABNORMAL 0.059
-score NAME_EMAIL_DIFF 0.001 # force non-zero
-score NA_DOLLARS 0.001
+score MONEY_NOHTML 1.138
+score MSGID_WSP_TRAIL 1.390
+score MSMAIL_PRI_ABNORMAL 1.499
+score NAME_EMAIL_DIFF 2.441
+score NA_DOLLARS 0.270
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.058
-score NOT_SPAM 2.897
-score NO_FM_NAME_IP_HOSTN 0.162
+score NICE_REPLY_A -1.091
+score NORDNS_LOW_CONTRAST 1.984
+score NOT_SPAM 3.096
+score NO_FM_NAME_IP_HOSTN 0.494
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.856
-score NUMBEREND_LINKBAIT 0.324
-score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.502
+score NSL_RCVD_HELO_USER 0.001
+score NUMBEREND_LINKBAIT 0.967
+score ODD_FREEM_REPTO 2.761
score ONLINE_MKTG_CNSLT 2.397
-score ORDER_TODAY 1.105
-score PDS_BTC_ID 0.499
+score ORDER_TODAY 0.080
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.804
-score PDS_DBL_URL_TNB_RUNON 0.504
+score PDS_BTC_NTLD 0.660
score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS_SHRTNER 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.419
-score PDS_PHP_EVAL 1.499
+score PDS_PHPEXP_BOT 0.193
+score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.498
-score PDS_SHORTFWD_URISHRT_QP 1.499
+score PDS_SHORTFWD_URISHRT_FP 1.102
score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 0.820
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.504
+score PDS_TO_EQ_FROM_NAME 2.666
+score PHP_ORIG_SCRIPT 0.585
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_MKTG_HEADER 1.998
-score RATWARE_NO_RDNS 0.650
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 1.538
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.743
+score RDNS_NUM_TLD_XM 1.795
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.348
-score REPTO_419_FRAUD_GM_LOOSE 0.998
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.811
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.896
-score SCC_NEWBIE_HASBEENS 2.075
-score SENDGRID_REDIR 1.305
-score SERGIO_SUBJECT_VIAGRA01 4.195
+score SCC_NEWBIE_HASBEENS 2.194
+score SENDGRID_REDIR 1.402
+score SERGIO_SUBJECT_VIAGRA01 4.095
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.264
-score SHORT_BODY_G_DRIVE_DYN 0.826
-score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 1.571
-score SPOOFED_FREEMAIL 1.270
+score SHORTENER_SHORT_IMG 1.103
+score SHORT_SHORTNER 0.669
+score SINGLETS_LOW_CONTRAST 2.758
+score SPOOFED_FREEMAIL 1.224
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 3.033
-score SPOOF_GMAIL_MID 0.953
+score SPOOFED_FREEM_REPTO_CHN 1.372
+score SPOOF_GMAIL_MID 1.498
score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score THIS_AD 0.898
-score THIS_IS_ADV_SUSP_NTLD 1.499
-score TO_EQ_FM_DIRECT_MX 0.090
+score THIS_AD 0.999
+score TO_EQ_FM_DIRECT_MX 2.497
+score TO_EQ_FM_DOM_HTML_ONLY 2.696
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.464
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.412
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.014
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.146
+score TO_NO_BRKTS_HTML_IMG 0.075
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_NORDNS_HTML 1.206
score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 2.497
-score TVD_PH_BODY_META 2.696
-score TVD_RCVD_SPACE_BRACKET 2.193
+score TRANSFORM_LIFE 2.498
+score TVD_PH_BODY_META 2.796
+score TVD_RCVD_SPACE_BRACKET 2.295
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.651
-score UNICODE_OBFU_ASC 2.497
-score UPGRADE_MAILBOX 0.488
-score URI_DEOBFU_INSTR 4.195
-score URI_DOTEDU 1.348
-score URI_DQ_UNSUB 2.397
+score UNDISC_MONEY 3.096
+score UPGRADE_MAILBOX 0.001
+score URI_DEOBFU_INSTR 4.196
+score URI_DOTEDU 1.291
+score URI_DQ_UNSUB 1.988
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.896
+score URI_GOOGLE_PROXY 2.696
score URI_GOOG_STO_SPAMMY 2.996
-score URI_LONG_REPEAT 2.460
-score URI_ONLY_MSGID_MALF 0.001 # force non-zero
-score URI_PHISH 3.310
-score URI_PHP_REDIR 3.189
-score URI_TRY_3LD 1.090
+score URI_LONG_REPEAT 2.371
+score URI_ONLY_MSGID_MALF 0.001
+score URI_PHISH 3.311
+score URI_PHP_REDIR 3.496
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.397
score URI_WP_HACKED 0.001
-score URI_WP_HACKED_2 2.498
-score VFY_ACCT_NORDNS 0.576
-score WALMART_IMG_NOT_RCVD_WAL 1.027
-score WANT_TO_ORDER 2.746
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.050
+score WALMART_IMG_NOT_RCVD_WAL 0.376
+score WANT_TO_ORDER 2.432
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.999
+score XFER_LOTSA_MONEY 0.998
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 1.461
-score XM_RECPTID 2.997
+score XM_RANDOM 0.929
+score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.310
-score YOU_INHERIT 2.599
+score YOUR_DELIVERY_ADDRESS 0.306
+score YOU_INHERIT 1.090
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -271,6 +271,7 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.001 # force non-zero
score APP_DEVELOPMENT_FREEM 1.000
+score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_01 1.000
@@ -279,7 +280,6 @@ score BITCOIN_IMGUR 1.0
score BITCOIN_OBFU_SUBJ 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
-score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
@@ -295,6 +295,7 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
@@ -310,6 +311,7 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_ADDR_WS 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
+score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
@@ -339,6 +341,7 @@ score LIST_PRTL_SAME_USER 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
@@ -350,7 +353,9 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score OBFU_BITCOIN 1.000
score OFFER_ONLY_AMERICA 1.000
+score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_HELO_SPF_FAIL 1.000
+score PDS_SHORTFWD_URISHRT_QP 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -378,14 +383,17 @@ score REPTO_419_FRAUD_YJ 1.0
score REPTO_419_FRAUD_YN 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
+score SHORT_BODY_G_DRIVE_DYN 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_LOW_CONTRAST 1.000
score STOCK_TIP 1.000
score SYSADMIN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score URI_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1891783&r1=1891782&r2=1891783&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jul 25 02:45:29 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 242561 36.895% (99.723% of non-spam corpus)
-# Correctly spam: 317128 48.237% (76.562% of spam corpus)
-# False positives: 674 0.103% (0.277% of nonspam, 38208 weighted)
-# False negatives: 97080 14.766% (23.438% of spam, 158340 weighted)
-# Average score for spam: 11.1 nonspam: 0.5
+# Correctly non-spam: 242556 36.894% (99.721% of non-spam corpus)
+# Correctly spam: 317439 48.284% (76.638% of spam corpus)
+# False positives: 679 0.103% (0.279% of nonspam, 38545 weighted)
+# False negatives: 96765 14.718% (23.362% of spam, 156891 weighted)
+# Average score for spam: 11.1 nonspam: 0.6
# Average for false-pos: 6.7 false-neg: 1.6
-# TOTAL: 657443 100.00%
+# TOTAL: 657439 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30350 99.76%
-# Correctly spam: 39800 77.10%
+# Correctly spam: 39791 77.08%
# False positives: 74 0.24%
-# False negatives: 11824 22.90%
-# TCR(l=50): 3.325432 SpamRecall: 77.096% SpamPrec: 99.814%
+# False negatives: 11832 22.92%
+# TCR(l=50): 3.323654 SpamRecall: 77.080% SpamPrec: 99.814%
##### 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: 233007 95.80%
-# Correctly spam: 226428 54.67%
+# Correctly spam: 226419 54.66%
# False positives: 10228 4.20%
-# False negatives: 187780 45.33%
-# TCR(l=50): 0.592420 SpamRecall: 54.665% SpamPrec: 95.678%
+# False negatives: 187785 45.34%
+# TCR(l=50): 0.592410 SpamRecall: 54.664% SpamPrec: 95.678%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 29123 95.72%
-# Correctly spam: 28335 54.89%
+# Correctly spam: 28429 55.07%
# False positives: 1301 4.28%
-# False negatives: 23289 45.11%
-# TCR(l=50): 0.584385 SpamRecall: 54.887% SpamPrec: 95.610%
+# False negatives: 23194 44.93%
+# TCR(l=50): 0.585003 SpamRecall: 55.070% SpamPrec: 95.624%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891783&r1=1891782&r2=1891783&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jul 25 02:45:29 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 243722 35.621% (99.592% of non-spam corpus)
-# Correctly spam: 382841 55.954% (87.112% of spam corpus)
-# False positives: 999 0.146% (0.408% of nonspam, 136459 weighted)
-# False negatives: 56640 8.278% (12.888% of spam, 118474 weighted)
-# Average score for spam: 16.3 nonspam: -0.8
-# Average for false-pos: 7.6 false-neg: 2.1
-# TOTAL: 684202 100.00%
+# Correctly non-spam: 236672 37.407% (99.597% of non-spam corpus)
+# Correctly spam: 353316 55.843% (89.432% of spam corpus)
+# False positives: 957 0.151% (0.403% of nonspam, 114406 weighted)
+# False negatives: 41749 6.599% (10.568% of spam, 79213 weighted)
+# Average score for spam: 17.3 nonspam: -0.7
+# Average for false-pos: 7.2 false-neg: 1.9
+# TOTAL: 632694 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30464 99.63%
-# Correctly spam: 47871 87.38%
-# False positives: 112 0.37%
-# False negatives: 6916 12.62%
-# TCR(l=50): 4.377357 SpamRecall: 87.377% SpamPrec: 99.767%
+# Correctly non-spam: 29597 99.59%
+# Correctly spam: 44153 89.58%
+# False positives: 123 0.41%
+# False negatives: 5137 10.42%
+# TCR(l=50): 4.366971 SpamRecall: 89.578% SpamPrec: 99.722%
##### 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: 243639 99.56%
-# Correctly spam: 301227 68.54%
-# False positives: 1082 0.44%
-# False negatives: 138254 31.46%
-# TCR(l=50): 2.284751 SpamRecall: 68.542% SpamPrec: 99.642%
+# Correctly non-spam: 236875 99.68%
+# Correctly spam: 274398 69.46%
+# False positives: 754 0.32%
+# False negatives: 120667 30.54%
+# TCR(l=50): 2.494617 SpamRecall: 69.456% SpamPrec: 99.726%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30454 99.60%
-# Correctly spam: 37496 68.44%
-# False positives: 122 0.40%
-# False negatives: 17291 31.56%
-# TCR(l=50): 2.342226 SpamRecall: 68.440% SpamPrec: 99.676%
+# Correctly non-spam: 29627 99.69%
+# Correctly spam: 34248 69.48%
+# False positives: 93 0.31%
+# False negatives: 15042 30.52%
+# TCR(l=50): 2.503047 SpamRecall: 69.483% SpamPrec: 99.729%