Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891759&r1=1891758&r2=1891759&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Jul 24 02:51:34 2021
@@ -1,209 +1,204 @@
-# Using score set 0 logs for revision 1891700 from:
-# ham-darxus.r1891700.log ham-ena-week0.r1891700.log ham-ena-week1.r1891700.log ham-ena-week2.r1891700.log ham-ena-week3.r1891700.log ham-ena-week4.r1891700.log ham-giovanni-ham.r1891700.log ham-giovanni-spammy.r1891700.log ham-giovanni-spam.r1891700.log ham-grenier.r1891700.log ham-hege.r1891700.log ham-jhardin.r1891700.log ham-llanga.r1891700.log ham-mmiroslaw-mails-ham.r1891700.log ham-mmiroslaw-mails-spam.r1891700.log ham-pds.r1891700.log ham-spamsponge.r1891700.log ham-thendrikx.r1891700.log ham-tsz-spam-corpus.r1891700.log spam-darxus.r1891700.log spam-ena-week0.r1891700.log spam-ena-week1.r1891700.log spam-ena-week2.r1891700.log spam-ena-week3.r1891700.log spam-ena-week4.r1891700.log spam-giovanni-ham.r1891700.log spam-giovanni-spammy.r1891700.log spam-giovanni-spam.r1891700.log spam-grenier.r1891700.log spam-hege.r1891700.log spam-jhardin.r1891700.log spam-llanga.r1891700.log spam-mmiroslaw-mails-ham.r1891700.log spam-mmiroslaw-mails-spam.r1891700.log spam-pds.r1891700.log s
pam-spamsponge.r1891700.log spam-thendrikx.r1891700.log spam-tsz-spam-corpus.r1891700.log
+# Using score set 0 logs for revision 1891755 from:
+# ham-darxus.r1891755.log ham-ena-week0.r1891755.log ham-ena-week1.r1891755.log ham-ena-week2.r1891755.log ham-ena-week3.r1891755.log ham-ena-week4.r1891755.log ham-giovanni-ham.r1891755.log ham-giovanni-spammy.r1891755.log ham-giovanni-spam.r1891755.log ham-grenier.r1891755.log ham-hege.r1891755.log ham-jhardin.r1891755.log ham-llanga.r1891755.log ham-mmiroslaw-mails-ham.r1891755.log ham-mmiroslaw-mails-spam.r1891755.log ham-pds.r1891755.log ham-spamsponge.r1891755.log ham-thendrikx.r1891755.log ham-tsz-spam-corpus.r1891755.log spam-darxus.r1891755.log spam-ena-week0.r1891755.log spam-ena-week1.r1891755.log spam-ena-week2.r1891755.log spam-ena-week3.r1891755.log spam-ena-week4.r1891755.log spam-giovanni-ham.r1891755.log spam-giovanni-spammy.r1891755.log spam-giovanni-spam.r1891755.log spam-grenier.r1891755.log spam-hege.r1891755.log spam-jhardin.r1891755.log spam-llanga.r1891755.log spam-mmiroslaw-mails-ham.r1891755.log spam-mmiroslaw-mails-spam.r1891755.log spam-pds.r1891755.log s
pam-spamsponge.r1891755.log spam-thendrikx.r1891755.log spam-tsz-spam-corpus.r1891755.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 1.901
+score AC_HTML_NONSENSE_TAGS 1.898
score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 0.136
+score ADVANCE_FEE_2_NEW_FORM 0.588
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.584
-score ADVANCE_FEE_3_NEW 3.239
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 2.549
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.662
+score ADVANCE_FEE_3_NEW_MONEY 2.514
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.896
+score ADVANCE_FEE_4_NEW_MONEY 2.521
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 0.065
+score AD_PREFS 0.124
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
-score AMAZON_IMG_NOT_RCVD_AMZN 1.297
-score APP_DEVELOPMENT_NORDNS 1.998
+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 1.371
-score BIGNUM_EMAILS_FREEM 2.997
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.567
+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_07 2.081
-score BITCOIN_XPRIO 0.470
+score BITCOIN_SPAM_07 3.496
+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 CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 1.403
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 0.953
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 0.898
-score DYNAMIC_IMGUR 3.709
-score EBAY_IMG_NOT_RCVD_EBAY 0.575
-score ENCRYPTED_MESSAGE -0.891
+score DX_TEXT_03 0.799
+score DYNAMIC_IMGUR 2.031
+score EBAY_IMG_NOT_RCVD_EBAY 0.573
+score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 3.995
+score FAKE_REPLY_A1 3.895
score FAKE_REPLY_B 3.895
score FILL_THIS_FORM 1.197
-score FONT_INVIS_DIRECT 2.396
+score FONT_INVIS_DIRECT 2.404
score FONT_INVIS_DOTGOV 3.496
-score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.487
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_MSGID 2.492
+score FONT_INVIS_NORDNS 2.037
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.196
-score FROM_2_EMAILS_SHORT 2.768
-score FROM_IN_TO_AND_SUBJ 2.397
+score FROMSPACE 3.096
+score FROM_2_EMAILS_SHORT 2.616
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.420
+score FROM_MISSP_DYNIP 0.745
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.200
+score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.352
-score FROM_NAME_EQ_TO_G_DRIVE 0.711
-score FROM_NTLD_REPLY_FREEMAIL 1.678
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_MULTI_NORDNS 0.623
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 3.096
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 1.997
+score GB_FAKE_RF_SHORT 1.680
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.604
-score GOOG_REDIR_NORDNS 2.605
-score GOOG_STO_EMAIL_PHISH 2.638
-score GOOG_STO_HTML_PHISH 2.432
-score GOOG_STO_HTML_PHISH_MANY 2.000
+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 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 0.098
-score HDRS_MISSP 1.333
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.247
+score HDR_ORDER_FTSDMCXX_DIRECT 0.881
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 1.499
-score HK_NAME_MR_MRS 0.998
+score HK_NAME_FM_MR_MRS 1.498
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.532
-score HOSTED_IMG_DIRECT_MX 3.005
-score HOSTED_IMG_FREEM 3.496
+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 HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.996
score HTML_TEXT_INVISIBLE_STYLE 3.496
-score JH_SPAMMY_HEADERS 3.496
+score JH_SPAMMY_HEADERS 3.497
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 LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.576
+score LOTTO_AGENT 1.382
score MALWARE_NORDNS 2.103
-score MANY_SPAN_IN_TEXT 2.398
+score MANY_SPAN_IN_TEXT 2.497
score MILLION_HUNDRED 3.096
-score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.626
-score MIXED_AREA_CASE 1.661
-score MIXED_CENTER_CASE 2.497
-score MIXED_ES 3.496
-score MIXED_FONT_CASE 1.267
-score MIXED_HREF_CASE 1.565
-score MIXED_IMG_CASE 1.162
+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 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 0.449
+score MONEY_FRAUD_8 0.685
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.247
-score MSGID_WSP_TRAIL 1.093
-score MSMAIL_PRI_ABNORMAL 1.195
-score NAME_EMAIL_DIFF 1.728
+score MONEY_NOHTML 1.242
+score MSGID_WSP_TRAIL 0.951
+score MSMAIL_PRI_ABNORMAL 0.001
+score NAME_EMAIL_DIFF 1.880
score NA_DOLLARS 1.498
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.257
+score NICE_REPLY_A -3.210
score NOT_SPAM 3.196
-score NO_FM_NAME_IP_HOSTN 0.204
+score NO_FM_NAME_IP_HOSTN 0.100
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.471
-score NUMBEREND_LINKBAIT 0.789
+score NSL_RCVD_HELO_USER 0.001
+score NUMBEREND_LINKBAIT 0.253
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.475
-score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 1.857
-score PDS_BTC_ID 0.498
+score OFFER_ONLY_AMERICA 1.431
+score ONLINE_MKTG_CNSLT 2.596
+score ORDER_TODAY 0.001
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
+score PDS_BTC_NTLD 1.776
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 0.999
+score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.498
+score PDS_PHPEXP_BOT 0.877
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 1.498
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 2.238
-score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_ORIG_SCRIPT 2.247
+score PHP_ORIG_SCRIPT_EVAL 2.620
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.001
-score RDNS_NUM_TLD_XM 2.255
+score RATWARE_NO_RDNS 0.439
+score RDNS_NUM_TLD_XM 2.135
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.996
+score REPTO_419_FRAUD 1.940
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 1.803
-score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 1.802
+score SCC_NEWBIE_HASBEENS 1.475
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_VIAGRA01 2.568
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.179
-score SHORT_BODY_G_DRIVE_DYN 0.688
+score SHORTENER_SHORT_IMG 1.286
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 1.997
+score STATIC_XPRIO_OLE 0.782
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_AD 1.199
+score THIS_IS_ADV_SUSP_NTLD 0.045
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.648
-score TO_NO_BRKTS_FROM_MSSP 1.897
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NO_BRKTS_FROM_MSSP 1.613
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 2.996
+score TVD_PH_BODY_META 2.997
score TVD_RCVD_SPACE_BRACKET 2.796
score UNDISC_FREEM 2.896
-score UNDISC_MONEY 3.396
+score UNDISC_MONEY 3.296
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_DQ_UNSUB 2.696
@@ -213,20 +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 1.937
+score URI_TRY_3LD 1.949
score URI_WPADMIN 2.696
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.370
-score WALMART_IMG_NOT_RCVD_WAL 1.063
-score WANT_TO_ORDER 2.519
-score WORD_INVIS_MANY 2.997
-score XFER_LOTSA_MONEY 0.886
-score XM_DIGITS_ONLY 0.914
+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 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 0.038
-score YOU_INHERIT 2.796
+score YOUR_DELIVERY_ADDRESS 1.248
+score YOU_INHERIT 2.699
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -263,18 +258,21 @@ score BOMB_MONEY 1.0
score BTC_ORG 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score END_FUTURE_EMAILS 1.000
score ENVFROM_GOOG_TRIX 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
+score FONT_INVIS_LONG_LINE 1.000
score FONT_INVIS_POSTEXTRAS 1.000
score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_ADDR_WS 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
@@ -306,6 +304,7 @@ 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
@@ -316,6 +315,8 @@ 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
score PHOTO_EDITING_DIRECT 1.000
@@ -343,6 +344,7 @@ 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_FREEMAIL_NO_RDNS 1.000
score SPOOF_GMAIL_MID 1.000
@@ -350,6 +352,8 @@ score STOCK_LOW_CONTRAST 1.0
score STOCK_TIP 1.000
score SYSADMIN 1.000
score TONLINE_FAKE_DKIM 1.000
+score TO_NO_BRKTS_MSFT 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=1891759&r1=1891758&r2=1891759&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jul 24 02:51:34 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
-score ACCT_PHISHING_MANY 2.224
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.756
-score AC_HTML_NONSENSE_TAGS 1.496
-score ADMITS_SPAM 3.499
-score ADVANCE_FEE_2_NEW_FORM 1.432
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
+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 ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 1.913
+score ADVANCE_FEE_3_NEW 1.917
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.299
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.499
+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_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.070
-score ALIBABA_IMG_NOT_RCVD_ALI 1.551
+score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 1.736
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.602
+score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.653
-score BIGNUM_EMAILS_FREEM 2.600
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_MALF_HTML 3.499
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.226
+score BIGNUM_EMAILS_FREEM 1.277
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.999
-score BITCOIN_SPAM_02 1.798
-score BITCOIN_SPAM_05 0.077
-score BITCOIN_SPAM_07 3.499
-score BITCOIN_XPRIO 0.447
-score BITCOIN_YOUR_INFO 2.310
+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 3.499
-score CK_HELO_GENERIC 0.250
-score CONTENT_AFTER_HTML 2.499
+score BOGUS_MIME_VERSION 3.496
+score CK_HELO_GENERIC 0.248
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.799
-score DETAILS_OF_PRODUCT 1.249
-score DKIMWL_BL 2.305
-score DKIMWL_WL_HIGH -1.470
+score DEAR_BENEFICIARY 2.796
+score DETAILS_OF_PRODUCT 1.248
+score DKIMWL_BL 2.310
+score DKIMWL_WL_HIGH -1.466
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.999
+score DKIMWL_WL_MEDHI -0.998
score DX_TEXT_03 0.899
-score DYNAMIC_IMGUR 2.111
-score EBAY_IMG_NOT_RCVD_EBAY 2.733
-score ENCRYPTED_MESSAGE -0.999
-score FAKE_REPLY_A1 1.357
-score FAKE_REPLY_B 3.699
-score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001 # force non-zero
-score FONT_INVIS_DOTGOV 3.499
+score DYNAMIC_IMGUR 2.433
+score EBAY_IMG_NOT_RCVD_EBAY 1.802
+score ENCRYPTED_MESSAGE -0.998
+score FAKE_REPLY_A1 1.996
+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 1.867
-score FONT_INVIS_NORDNS 1.229
-score FORGED_SPF_HELO 1.316
+score FONT_INVIS_MSGID 1.859
+score FONT_INVIS_NORDNS 1.307
+score FORGED_SPF_HELO 1.339
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.599
+score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.691
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 1.976
-score FROM_2_EMAILS_SHORT 2.999
-score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.302
+score FOUND_YOU 1.960
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 1.987
+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_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.872
+score FROM_MISSP_DYNIP 2.078
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.499
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 3.145
+score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.686
-score FROM_NAME_EQ_TO_G_DRIVE 0.135
-score FROM_NEWDOM_BTC 1.730
-score FROM_NTLD_REPLY_FREEMAIL 1.469
+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_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 0.400
-score FSL_BULK_SIG 2.175
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 0.496
+score FSL_BULK_SIG 2.128
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.847
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FUZZY_AMAZON 2.199
-score GB_FAKE_RF_SHORT 0.001 # force non-zero
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOGLE_DOC_SUSP 2.999
-score GOOG_REDIR_NORDNS 2.682
-score GOOG_STO_EMAIL_PHISH 2.478
-score GOOG_STO_HTML_PHISH 1.392
-score GOOG_STO_HTML_PHISH_MANY 2.074
-score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 2.999
+score FSL_HELO_FAKE 2.255
+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_FREEMAIL_DISPTO_NOTFREEM 0.498
+score GOOGLE_DOC_SUSP 2.996
+score GOOG_REDIR_NORDNS 2.784
+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_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.100
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
+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 HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.392
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.904
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.303
-score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_FONT_TINY_NORDNS 1.499
-score HTML_OFF_PAGE 2.809
-score HTML_SINGLET_MANY 2.053
-score HTML_TEXT_INVISIBLE_FONT 0.678
-score HTML_TEXT_INVISIBLE_STYLE 1.969
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.399
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
-score LONG_HEX_URI 1.198
-score LONG_IMG_URI 0.858
-score LONG_INVISIBLE_TEXT 1.049
+score HOSTED_IMG_DIRECT_MX 2.676
+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 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 LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.833
-score MALWARE_NORDNS 0.698
-score MANY_SPAN_IN_TEXT 1.526
-score MILLION_HUNDRED 1.457
+score LOTTO_AGENT 0.353
+score MALWARE_NORDNS 0.683
+score MANY_SPAN_IN_TEXT 1.516
+score MILLION_HUNDRED 1.451
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIXED_AREA_CASE 1.935
-score MIXED_CENTER_CASE 2.425
-score MIXED_ES 2.522
-score MIXED_FONT_CASE 2.261
-score MIXED_HREF_CASE 1.064
-score MIXED_IMG_CASE 0.719
+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 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
-score MONEY_FREEMAIL_REPTO 0.733
-score MONEY_FROM_41 1.999
+score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 0.784
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.473
-score MSGID_WSP_TRAIL 1.329
-score MSMAIL_PRI_ABNORMAL 0.608
-score NAME_EMAIL_DIFF 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 NEW_PRODUCTS 1.249
-score NICE_REPLY_A -3.514
-score NOT_SPAM 2.899
-score NO_FM_NAME_IP_HOSTN 0.096
+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 NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.459
-score NUMBEREND_LINKBAIT 0.001
+score NSL_RCVD_HELO_USER 0.856
+score NUMBEREND_LINKBAIT 0.324
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.564
-score ONLINE_MKTG_CNSLT 2.399
-score ORDER_TODAY 1.618
+score ODD_FREEM_REPTO 2.502
+score ONLINE_MKTG_CNSLT 2.397
+score ORDER_TODAY 1.105
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.098
-score PDS_DBL_URL_TNB_RUNON 0.509
-score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_BTC_NTLD 1.804
+score PDS_DBL_URL_TNB_RUNON 0.504
+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_NAME_TO_DOMAIN 1.999
+score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHPEXP_BOT 1.302
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHPEXP_BOT 1.419
score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.499
+score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.499
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TO_EQ_FROM_NAME 3.199
-score PHP_ORIG_SCRIPT 0.950
-score PHP_ORIG_SCRIPT_EVAL 3.000
-score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_HEADER_LIST_SPOOF 2.999
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.685
+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 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 RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.910
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 2.747
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.799
-score SCC_NEWBIE_HASBEENS 0.481
-score SENDGRID_REDIR 1.323
-score SERGIO_SUBJECT_VIAGRA01 4.199
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENER_SHORT_IMG 1.637
-score SHORT_BODY_G_DRIVE_DYN 0.981
+score RDNS_NUM_TLD_XM 1.743
+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 RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 2.075
+score SENDGRID_REDIR 1.305
+score SERGIO_SUBJECT_VIAGRA01 4.195
+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 2.722
-score SPOOFED_FREEMAIL 1.296
+score SINGLETS_LOW_CONTRAST 1.571
+score SPOOFED_FREEMAIL 1.270
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 2.155
-score SPOOF_GMAIL_MID 0.934
-score STATIC_XPRIO_OLE 1.999
-score TAGSTAT_IMG_NOT_RCVD_TGST 1.999
-score THIS_AD 0.899
-score THIS_IS_ADV_SUSP_NTLD 1.332
-score TO_EQ_FM_DIRECT_MX 0.151
-score TO_EQ_FM_DOM_HTML_ONLY 0.913
+score SPOOFED_FREEM_REPTO_CHN 3.033
+score SPOOF_GMAIL_MID 0.953
+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 TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.412
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.001
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.205
-score TO_NO_BRKTS_PCNT 2.499
-score TRANSFORM_LIFE 2.499
-score TVD_PH_BODY_META 2.699
-score TVD_RCVD_SPACE_BRACKET 2.085
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.662
-score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 0.755
-score URI_DEOBFU_INSTR 4.200
-score URI_DOTEDU 1.389
-score URI_DQ_UNSUB 2.399
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.899
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_LONG_REPEAT 2.499
-score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.315
-score URI_PHP_REDIR 3.184
-score URI_TRY_3LD 1.079
-score URI_WPADMIN 2.399
+score TO_NO_BRKTS_HTML_IMG 0.146
+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_PCNT 2.497
+score TRANSFORM_LIFE 2.497
+score TVD_PH_BODY_META 2.696
+score TVD_RCVD_SPACE_BRACKET 2.193
+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 URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.896
+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_WPADMIN 2.397
score URI_WP_HACKED 0.001
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 0.579
-score WALMART_IMG_NOT_RCVD_WAL 2.149
-score WANT_TO_ORDER 2.749
-score WORD_INVIS_MANY 2.999
+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 WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.999
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 1.449
-score XM_RECPTID 2.999
-score XPRIO_URL_SHORTNER 0.921
-score YOUR_DELIVERY_ADDRESS 0.311
-score YOU_INHERIT 0.431
+score XM_RANDOM 1.461
+score XM_RECPTID 2.997
+score XPRIO_URL_SHORTNER 0.999
+score YOUR_DELIVERY_ADDRESS 0.310
+score YOU_INHERIT 2.599
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=1891759&r1=1891758&r2=1891759&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jul 24 02:51:34 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 238588 35.874% (99.675% of non-spam corpus)
-# Correctly spam: 328430 49.383% (77.149% of spam corpus)
-# False positives: 778 0.117% (0.325% of nonspam, 47169 weighted)
-# False negatives: 97276 14.626% (22.851% of spam, 164740 weighted)
-# Average score for spam: 11.2 nonspam: 0.6
-# Average for false-pos: 6.8 false-neg: 1.7
-# TOTAL: 665072 100.00%
+# 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
+# Average for false-pos: 6.7 false-neg: 1.6
+# TOTAL: 657443 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29865 99.72%
-# Correctly spam: 40999 77.27%
-# False positives: 85 0.28%
-# False negatives: 12060 22.73%
-# TCR(l=50): 3.253158 SpamRecall: 77.271% SpamPrec: 99.793%
+# Correctly non-spam: 30350 99.76%
+# Correctly spam: 39800 77.10%
+# False positives: 74 0.24%
+# False negatives: 11824 22.90%
+# TCR(l=50): 3.325432 SpamRecall: 77.096% SpamPrec: 99.814%
##### 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: 228904 95.63%
-# Correctly spam: 231087 54.28%
-# False positives: 10462 4.37%
-# False negatives: 194619 45.72%
-# TCR(l=50): 0.593137 SpamRecall: 54.283% SpamPrec: 95.669%
+# Correctly non-spam: 233007 95.80%
+# Correctly spam: 226428 54.67%
+# False positives: 10228 4.20%
+# False negatives: 187780 45.33%
+# TCR(l=50): 0.592420 SpamRecall: 54.665% SpamPrec: 95.678%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28657 95.68%
-# Correctly spam: 28846 54.37%
-# False positives: 1293 4.32%
-# False negatives: 24213 45.63%
-# TCR(l=50): 0.597088 SpamRecall: 54.366% SpamPrec: 95.710%
+# Correctly non-spam: 29123 95.72%
+# Correctly spam: 28335 54.89%
+# False positives: 1301 4.28%
+# False negatives: 23289 45.11%
+# TCR(l=50): 0.584385 SpamRecall: 54.887% SpamPrec: 95.610%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891759&r1=1891758&r2=1891759&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jul 24 02:51:34 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 243700 35.618% (99.583% of non-spam corpus)
-# Correctly spam: 383503 56.051% (87.262% of spam corpus)
-# False positives: 1021 0.149% (0.417% of nonspam, 138457 weighted)
-# False negatives: 55980 8.182% (12.738% of spam, 115949 weighted)
-# Average score for spam: 16.4 nonspam: -0.9
+# 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: 684204 100.00%
+# TOTAL: 684202 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: 47841 87.32%
+# Correctly spam: 47871 87.38%
# False positives: 112 0.37%
-# False negatives: 6947 12.68%
-# TCR(l=50): 4.366622 SpamRecall: 87.320% SpamPrec: 99.766%
+# False negatives: 6916 12.62%
+# TCR(l=50): 4.377357 SpamRecall: 87.377% SpamPrec: 99.767%
##### 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: 243639 99.56%
-# Correctly spam: 301185 68.53%
+# Correctly spam: 301227 68.54%
# False positives: 1082 0.44%
-# False negatives: 138298 31.47%
-# TCR(l=50): 2.284239 SpamRecall: 68.532% SpamPrec: 99.642%
+# False negatives: 138254 31.46%
+# TCR(l=50): 2.284751 SpamRecall: 68.542% SpamPrec: 99.642%
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: 37542 68.52%
+# Correctly spam: 37496 68.44%
# False positives: 122 0.40%
-# False negatives: 17246 31.48%
-# TCR(l=50): 2.346783 SpamRecall: 68.522% SpamPrec: 99.676%
+# False negatives: 17291 31.56%
+# TCR(l=50): 2.342226 SpamRecall: 68.440% SpamPrec: 99.676%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891759&r1=1891758&r2=1891759&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Jul 24 02:51:34 2021
@@ -1,209 +1,204 @@
-# Using score set 0 logs for revision 1891700 from:
-# ham-darxus.r1891700.log ham-ena-week0.r1891700.log ham-ena-week1.r1891700.log ham-ena-week2.r1891700.log ham-ena-week3.r1891700.log ham-ena-week4.r1891700.log ham-giovanni-ham.r1891700.log ham-giovanni-spammy.r1891700.log ham-giovanni-spam.r1891700.log ham-grenier.r1891700.log ham-hege.r1891700.log ham-jhardin.r1891700.log ham-llanga.r1891700.log ham-mmiroslaw-mails-ham.r1891700.log ham-mmiroslaw-mails-spam.r1891700.log ham-pds.r1891700.log ham-spamsponge.r1891700.log ham-thendrikx.r1891700.log ham-tsz-spam-corpus.r1891700.log spam-darxus.r1891700.log spam-ena-week0.r1891700.log spam-ena-week1.r1891700.log spam-ena-week2.r1891700.log spam-ena-week3.r1891700.log spam-ena-week4.r1891700.log spam-giovanni-ham.r1891700.log spam-giovanni-spammy.r1891700.log spam-giovanni-spam.r1891700.log spam-grenier.r1891700.log spam-hege.r1891700.log spam-jhardin.r1891700.log spam-llanga.r1891700.log spam-mmiroslaw-mails-ham.r1891700.log spam-mmiroslaw-mails-spam.r1891700.log spam-pds.r1891700.log s
pam-spamsponge.r1891700.log spam-thendrikx.r1891700.log spam-tsz-spam-corpus.r1891700.log
+# Using score set 0 logs for revision 1891755 from:
+# ham-darxus.r1891755.log ham-ena-week0.r1891755.log ham-ena-week1.r1891755.log ham-ena-week2.r1891755.log ham-ena-week3.r1891755.log ham-ena-week4.r1891755.log ham-giovanni-ham.r1891755.log ham-giovanni-spammy.r1891755.log ham-giovanni-spam.r1891755.log ham-grenier.r1891755.log ham-hege.r1891755.log ham-jhardin.r1891755.log ham-llanga.r1891755.log ham-mmiroslaw-mails-ham.r1891755.log ham-mmiroslaw-mails-spam.r1891755.log ham-pds.r1891755.log ham-spamsponge.r1891755.log ham-thendrikx.r1891755.log ham-tsz-spam-corpus.r1891755.log spam-darxus.r1891755.log spam-ena-week0.r1891755.log spam-ena-week1.r1891755.log spam-ena-week2.r1891755.log spam-ena-week3.r1891755.log spam-ena-week4.r1891755.log spam-giovanni-ham.r1891755.log spam-giovanni-spammy.r1891755.log spam-giovanni-spam.r1891755.log spam-grenier.r1891755.log spam-hege.r1891755.log spam-jhardin.r1891755.log spam-llanga.r1891755.log spam-mmiroslaw-mails-ham.r1891755.log spam-mmiroslaw-mails-spam.r1891755.log spam-pds.r1891755.log s
pam-spamsponge.r1891755.log spam-thendrikx.r1891755.log spam-tsz-spam-corpus.r1891755.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 1.901
+score AC_HTML_NONSENSE_TAGS 1.898
score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 0.136
+score ADVANCE_FEE_2_NEW_FORM 0.588
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.584
-score ADVANCE_FEE_3_NEW 3.239
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 2.549
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.662
+score ADVANCE_FEE_3_NEW_MONEY 2.514
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.896
+score ADVANCE_FEE_4_NEW_MONEY 2.521
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 0.065
+score AD_PREFS 0.124
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
-score AMAZON_IMG_NOT_RCVD_AMZN 1.297
-score APP_DEVELOPMENT_NORDNS 1.998
+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 1.371
-score BIGNUM_EMAILS_FREEM 2.997
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.567
+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_07 2.081
-score BITCOIN_XPRIO 0.470
+score BITCOIN_SPAM_07 3.496
+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 CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 1.403
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 0.953
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 0.898
-score DYNAMIC_IMGUR 3.709
-score EBAY_IMG_NOT_RCVD_EBAY 0.575
-score ENCRYPTED_MESSAGE -0.891
+score DX_TEXT_03 0.799
+score DYNAMIC_IMGUR 2.031
+score EBAY_IMG_NOT_RCVD_EBAY 0.573
+score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 3.995
+score FAKE_REPLY_A1 3.895
score FAKE_REPLY_B 3.895
score FILL_THIS_FORM 1.197
-score FONT_INVIS_DIRECT 2.396
+score FONT_INVIS_DIRECT 2.404
score FONT_INVIS_DOTGOV 3.496
-score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.487
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_MSGID 2.492
+score FONT_INVIS_NORDNS 2.037
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.196
-score FROM_2_EMAILS_SHORT 2.768
-score FROM_IN_TO_AND_SUBJ 2.397
+score FROMSPACE 3.096
+score FROM_2_EMAILS_SHORT 2.616
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.420
+score FROM_MISSP_DYNIP 0.745
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.200
+score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.352
-score FROM_NAME_EQ_TO_G_DRIVE 0.711
-score FROM_NTLD_REPLY_FREEMAIL 1.678
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_MULTI_NORDNS 0.623
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 3.096
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 1.997
+score GB_FAKE_RF_SHORT 1.680
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.604
-score GOOG_REDIR_NORDNS 2.605
-score GOOG_STO_EMAIL_PHISH 2.638
-score GOOG_STO_HTML_PHISH 2.432
-score GOOG_STO_HTML_PHISH_MANY 2.000
+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 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 0.098
-score HDRS_MISSP 1.333
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.247
+score HDR_ORDER_FTSDMCXX_DIRECT 0.881
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 1.499
-score HK_NAME_MR_MRS 0.998
+score HK_NAME_FM_MR_MRS 1.498
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.532
-score HOSTED_IMG_DIRECT_MX 3.005
-score HOSTED_IMG_FREEM 3.496
+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 HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.996
score HTML_TEXT_INVISIBLE_STYLE 3.496
-score JH_SPAMMY_HEADERS 3.496
+score JH_SPAMMY_HEADERS 3.497
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 LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.576
+score LOTTO_AGENT 1.382
score MALWARE_NORDNS 2.103
-score MANY_SPAN_IN_TEXT 2.398
+score MANY_SPAN_IN_TEXT 2.497
score MILLION_HUNDRED 3.096
-score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.626
-score MIXED_AREA_CASE 1.661
-score MIXED_CENTER_CASE 2.497
-score MIXED_ES 3.496
-score MIXED_FONT_CASE 1.267
-score MIXED_HREF_CASE 1.565
-score MIXED_IMG_CASE 1.162
+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 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 0.449
+score MONEY_FRAUD_8 0.685
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.247
-score MSGID_WSP_TRAIL 1.093
-score MSMAIL_PRI_ABNORMAL 1.195
-score NAME_EMAIL_DIFF 1.728
+score MONEY_NOHTML 1.242
+score MSGID_WSP_TRAIL 0.951
+score MSMAIL_PRI_ABNORMAL 0.001
+score NAME_EMAIL_DIFF 1.880
score NA_DOLLARS 1.498
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.257
+score NICE_REPLY_A -3.210
score NOT_SPAM 3.196
-score NO_FM_NAME_IP_HOSTN 0.204
+score NO_FM_NAME_IP_HOSTN 0.100
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.471
-score NUMBEREND_LINKBAIT 0.789
+score NSL_RCVD_HELO_USER 0.001
+score NUMBEREND_LINKBAIT 0.253
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.475
-score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 1.857
-score PDS_BTC_ID 0.498
+score OFFER_ONLY_AMERICA 1.431
+score ONLINE_MKTG_CNSLT 2.596
+score ORDER_TODAY 0.001
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
+score PDS_BTC_NTLD 1.776
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 0.999
+score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.498
+score PDS_PHPEXP_BOT 0.877
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 1.498
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 2.238
-score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_ORIG_SCRIPT 2.247
+score PHP_ORIG_SCRIPT_EVAL 2.620
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.001
-score RDNS_NUM_TLD_XM 2.255
+score RATWARE_NO_RDNS 0.439
+score RDNS_NUM_TLD_XM 2.135
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.996
+score REPTO_419_FRAUD 1.940
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 1.803
-score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 1.802
+score SCC_NEWBIE_HASBEENS 1.475
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_VIAGRA01 2.568
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.179
-score SHORT_BODY_G_DRIVE_DYN 0.688
+score SHORTENER_SHORT_IMG 1.286
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 1.997
+score STATIC_XPRIO_OLE 0.782
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_AD 1.199
+score THIS_IS_ADV_SUSP_NTLD 0.045
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.648
-score TO_NO_BRKTS_FROM_MSSP 1.897
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NO_BRKTS_FROM_MSSP 1.613
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 2.996
+score TVD_PH_BODY_META 2.997
score TVD_RCVD_SPACE_BRACKET 2.796
score UNDISC_FREEM 2.896
-score UNDISC_MONEY 3.396
+score UNDISC_MONEY 3.296
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_DQ_UNSUB 2.696
@@ -213,20 +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 1.937
+score URI_TRY_3LD 1.949
score URI_WPADMIN 2.696
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.370
-score WALMART_IMG_NOT_RCVD_WAL 1.063
-score WANT_TO_ORDER 2.519
-score WORD_INVIS_MANY 2.997
-score XFER_LOTSA_MONEY 0.886
-score XM_DIGITS_ONLY 0.914
+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 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 0.038
-score YOU_INHERIT 2.796
+score YOUR_DELIVERY_ADDRESS 1.248
+score YOU_INHERIT 2.699
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -263,18 +258,21 @@ score BOMB_MONEY 1.0
score BTC_ORG 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score END_FUTURE_EMAILS 1.000
score ENVFROM_GOOG_TRIX 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
+score FONT_INVIS_LONG_LINE 1.000
score FONT_INVIS_POSTEXTRAS 1.000
score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_ADDR_WS 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
@@ -306,6 +304,7 @@ 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
@@ -316,6 +315,8 @@ 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
score PHOTO_EDITING_DIRECT 1.000
@@ -343,6 +344,7 @@ 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_FREEMAIL_NO_RDNS 1.000
score SPOOF_GMAIL_MID 1.000
@@ -350,6 +352,8 @@ score STOCK_LOW_CONTRAST 1.0
score STOCK_TIP 1.000
score SYSADMIN 1.000
score TONLINE_FAKE_DKIM 1.000
+score TO_NO_BRKTS_MSFT 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=1891759&r1=1891758&r2=1891759&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jul 24 02:51:34 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
-score ACCT_PHISHING_MANY 2.224
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.756
-score AC_HTML_NONSENSE_TAGS 1.496
-score ADMITS_SPAM 3.499
-score ADVANCE_FEE_2_NEW_FORM 1.432
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
+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 ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 1.913
+score ADVANCE_FEE_3_NEW 1.917
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.299
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.499
+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_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.070
-score ALIBABA_IMG_NOT_RCVD_ALI 1.551
+score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 1.736
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.602
+score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.653
-score BIGNUM_EMAILS_FREEM 2.600
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_MALF_HTML 3.499
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.226
+score BIGNUM_EMAILS_FREEM 1.277
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.999
-score BITCOIN_SPAM_02 1.798
-score BITCOIN_SPAM_05 0.077
-score BITCOIN_SPAM_07 3.499
-score BITCOIN_XPRIO 0.447
-score BITCOIN_YOUR_INFO 2.310
+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 3.499
-score CK_HELO_GENERIC 0.250
-score CONTENT_AFTER_HTML 2.499
+score BOGUS_MIME_VERSION 3.496
+score CK_HELO_GENERIC 0.248
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.799
-score DETAILS_OF_PRODUCT 1.249
-score DKIMWL_BL 2.305
-score DKIMWL_WL_HIGH -1.470
+score DEAR_BENEFICIARY 2.796
+score DETAILS_OF_PRODUCT 1.248
+score DKIMWL_BL 2.310
+score DKIMWL_WL_HIGH -1.466
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.999
+score DKIMWL_WL_MEDHI -0.998
score DX_TEXT_03 0.899
-score DYNAMIC_IMGUR 2.111
-score EBAY_IMG_NOT_RCVD_EBAY 2.733
-score ENCRYPTED_MESSAGE -0.999
-score FAKE_REPLY_A1 1.357
-score FAKE_REPLY_B 3.699
-score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001 # force non-zero
-score FONT_INVIS_DOTGOV 3.499
+score DYNAMIC_IMGUR 2.433
+score EBAY_IMG_NOT_RCVD_EBAY 1.802
+score ENCRYPTED_MESSAGE -0.998
+score FAKE_REPLY_A1 1.996
+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 1.867
-score FONT_INVIS_NORDNS 1.229
-score FORGED_SPF_HELO 1.316
+score FONT_INVIS_MSGID 1.859
+score FONT_INVIS_NORDNS 1.307
+score FORGED_SPF_HELO 1.339
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.599
+score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.691
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 1.976
-score FROM_2_EMAILS_SHORT 2.999
-score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.302
+score FOUND_YOU 1.960
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 1.987
+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_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.872
+score FROM_MISSP_DYNIP 2.078
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.499
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 3.145
+score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.686
-score FROM_NAME_EQ_TO_G_DRIVE 0.135
-score FROM_NEWDOM_BTC 1.730
-score FROM_NTLD_REPLY_FREEMAIL 1.469
+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_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 0.400
-score FSL_BULK_SIG 2.175
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 0.496
+score FSL_BULK_SIG 2.128
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.847
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FUZZY_AMAZON 2.199
-score GB_FAKE_RF_SHORT 0.001 # force non-zero
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOGLE_DOC_SUSP 2.999
-score GOOG_REDIR_NORDNS 2.682
-score GOOG_STO_EMAIL_PHISH 2.478
-score GOOG_STO_HTML_PHISH 1.392
-score GOOG_STO_HTML_PHISH_MANY 2.074
-score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 2.999
+score FSL_HELO_FAKE 2.255
+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_FREEMAIL_DISPTO_NOTFREEM 0.498
+score GOOGLE_DOC_SUSP 2.996
+score GOOG_REDIR_NORDNS 2.784
+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_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.100
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
+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 HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.392
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.904
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.303
-score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_FONT_TINY_NORDNS 1.499
-score HTML_OFF_PAGE 2.809
-score HTML_SINGLET_MANY 2.053
-score HTML_TEXT_INVISIBLE_FONT 0.678
-score HTML_TEXT_INVISIBLE_STYLE 1.969
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.399
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
-score LONG_HEX_URI 1.198
-score LONG_IMG_URI 0.858
-score LONG_INVISIBLE_TEXT 1.049
+score HOSTED_IMG_DIRECT_MX 2.676
+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 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 LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.833
-score MALWARE_NORDNS 0.698
-score MANY_SPAN_IN_TEXT 1.526
-score MILLION_HUNDRED 1.457
+score LOTTO_AGENT 0.353
+score MALWARE_NORDNS 0.683
+score MANY_SPAN_IN_TEXT 1.516
+score MILLION_HUNDRED 1.451
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIXED_AREA_CASE 1.935
-score MIXED_CENTER_CASE 2.425
-score MIXED_ES 2.522
-score MIXED_FONT_CASE 2.261
-score MIXED_HREF_CASE 1.064
-score MIXED_IMG_CASE 0.719
+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 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
-score MONEY_FREEMAIL_REPTO 0.733
-score MONEY_FROM_41 1.999
+score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 0.784
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.473
-score MSGID_WSP_TRAIL 1.329
-score MSMAIL_PRI_ABNORMAL 0.608
-score NAME_EMAIL_DIFF 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 NEW_PRODUCTS 1.249
-score NICE_REPLY_A -3.514
-score NOT_SPAM 2.899
-score NO_FM_NAME_IP_HOSTN 0.096
+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 NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.459
-score NUMBEREND_LINKBAIT 0.001
+score NSL_RCVD_HELO_USER 0.856
+score NUMBEREND_LINKBAIT 0.324
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.564
-score ONLINE_MKTG_CNSLT 2.399
-score ORDER_TODAY 1.618
+score ODD_FREEM_REPTO 2.502
+score ONLINE_MKTG_CNSLT 2.397
+score ORDER_TODAY 1.105
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.098
-score PDS_DBL_URL_TNB_RUNON 0.509
-score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_BTC_NTLD 1.804
+score PDS_DBL_URL_TNB_RUNON 0.504
+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_NAME_TO_DOMAIN 1.999
+score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHPEXP_BOT 1.302
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHPEXP_BOT 1.419
score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.499
+score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.499
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TO_EQ_FROM_NAME 3.199
-score PHP_ORIG_SCRIPT 0.950
-score PHP_ORIG_SCRIPT_EVAL 3.000
-score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_HEADER_LIST_SPOOF 2.999
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.685
+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 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 RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.910
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 2.747
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.799
-score SCC_NEWBIE_HASBEENS 0.481
-score SENDGRID_REDIR 1.323
-score SERGIO_SUBJECT_VIAGRA01 4.199
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENER_SHORT_IMG 1.637
-score SHORT_BODY_G_DRIVE_DYN 0.981
+score RDNS_NUM_TLD_XM 1.743
+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 RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 2.075
+score SENDGRID_REDIR 1.305
+score SERGIO_SUBJECT_VIAGRA01 4.195
+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 2.722
-score SPOOFED_FREEMAIL 1.296
+score SINGLETS_LOW_CONTRAST 1.571
+score SPOOFED_FREEMAIL 1.270
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 2.155
-score SPOOF_GMAIL_MID 0.934
-score STATIC_XPRIO_OLE 1.999
-score TAGSTAT_IMG_NOT_RCVD_TGST 1.999
-score THIS_AD 0.899
-score THIS_IS_ADV_SUSP_NTLD 1.332
-score TO_EQ_FM_DIRECT_MX 0.151
-score TO_EQ_FM_DOM_HTML_ONLY 0.913
+score SPOOFED_FREEM_REPTO_CHN 3.033
+score SPOOF_GMAIL_MID 0.953
+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 TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.412
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.001
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.205
-score TO_NO_BRKTS_PCNT 2.499
-score TRANSFORM_LIFE 2.499
-score TVD_PH_BODY_META 2.699
-score TVD_RCVD_SPACE_BRACKET 2.085
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.662
-score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 0.755
-score URI_DEOBFU_INSTR 4.200
-score URI_DOTEDU 1.389
-score URI_DQ_UNSUB 2.399
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.899
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_LONG_REPEAT 2.499
-score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.315
-score URI_PHP_REDIR 3.184
-score URI_TRY_3LD 1.079
-score URI_WPADMIN 2.399
+score TO_NO_BRKTS_HTML_IMG 0.146
+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_PCNT 2.497
+score TRANSFORM_LIFE 2.497
+score TVD_PH_BODY_META 2.696
+score TVD_RCVD_SPACE_BRACKET 2.193
+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 URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.896
+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_WPADMIN 2.397
score URI_WP_HACKED 0.001
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 0.579
-score WALMART_IMG_NOT_RCVD_WAL 2.149
-score WANT_TO_ORDER 2.749
-score WORD_INVIS_MANY 2.999
+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 WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.999
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 1.449
-score XM_RECPTID 2.999
-score XPRIO_URL_SHORTNER 0.921
-score YOUR_DELIVERY_ADDRESS 0.311
-score YOU_INHERIT 0.431
+score XM_RANDOM 1.461
+score XM_RECPTID 2.997
+score XPRIO_URL_SHORTNER 0.999
+score YOUR_DELIVERY_ADDRESS 0.310
+score YOU_INHERIT 2.599
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=1891759&r1=1891758&r2=1891759&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jul 24 02:51:34 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 238588 35.874% (99.675% of non-spam corpus)
-# Correctly spam: 328430 49.383% (77.149% of spam corpus)
-# False positives: 778 0.117% (0.325% of nonspam, 47169 weighted)
-# False negatives: 97276 14.626% (22.851% of spam, 164740 weighted)
-# Average score for spam: 11.2 nonspam: 0.6
-# Average for false-pos: 6.8 false-neg: 1.7
-# TOTAL: 665072 100.00%
+# 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
+# Average for false-pos: 6.7 false-neg: 1.6
+# TOTAL: 657443 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29865 99.72%
-# Correctly spam: 40999 77.27%
-# False positives: 85 0.28%
-# False negatives: 12060 22.73%
-# TCR(l=50): 3.253158 SpamRecall: 77.271% SpamPrec: 99.793%
+# Correctly non-spam: 30350 99.76%
+# Correctly spam: 39800 77.10%
+# False positives: 74 0.24%
+# False negatives: 11824 22.90%
+# TCR(l=50): 3.325432 SpamRecall: 77.096% SpamPrec: 99.814%
##### 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: 228904 95.63%
-# Correctly spam: 231087 54.28%
-# False positives: 10462 4.37%
-# False negatives: 194619 45.72%
-# TCR(l=50): 0.593137 SpamRecall: 54.283% SpamPrec: 95.669%
+# Correctly non-spam: 233007 95.80%
+# Correctly spam: 226428 54.67%
+# False positives: 10228 4.20%
+# False negatives: 187780 45.33%
+# TCR(l=50): 0.592420 SpamRecall: 54.665% SpamPrec: 95.678%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28657 95.68%
-# Correctly spam: 28846 54.37%
-# False positives: 1293 4.32%
-# False negatives: 24213 45.63%
-# TCR(l=50): 0.597088 SpamRecall: 54.366% SpamPrec: 95.710%
+# Correctly non-spam: 29123 95.72%
+# Correctly spam: 28335 54.89%
+# False positives: 1301 4.28%
+# False negatives: 23289 45.11%
+# TCR(l=50): 0.584385 SpamRecall: 54.887% SpamPrec: 95.610%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891759&r1=1891758&r2=1891759&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jul 24 02:51:34 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 243700 35.618% (99.583% of non-spam corpus)
-# Correctly spam: 383503 56.051% (87.262% of spam corpus)
-# False positives: 1021 0.149% (0.417% of nonspam, 138457 weighted)
-# False negatives: 55980 8.182% (12.738% of spam, 115949 weighted)
-# Average score for spam: 16.4 nonspam: -0.9
+# 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: 684204 100.00%
+# TOTAL: 684202 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: 47841 87.32%
+# Correctly spam: 47871 87.38%
# False positives: 112 0.37%
-# False negatives: 6947 12.68%
-# TCR(l=50): 4.366622 SpamRecall: 87.320% SpamPrec: 99.766%
+# False negatives: 6916 12.62%
+# TCR(l=50): 4.377357 SpamRecall: 87.377% SpamPrec: 99.767%
##### 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: 243639 99.56%
-# Correctly spam: 301185 68.53%
+# Correctly spam: 301227 68.54%
# False positives: 1082 0.44%
-# False negatives: 138298 31.47%
-# TCR(l=50): 2.284239 SpamRecall: 68.532% SpamPrec: 99.642%
+# False negatives: 138254 31.46%
+# TCR(l=50): 2.284751 SpamRecall: 68.542% SpamPrec: 99.642%
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: 37542 68.52%
+# Correctly spam: 37496 68.44%
# False positives: 122 0.40%
-# False negatives: 17246 31.48%
-# TCR(l=50): 2.346783 SpamRecall: 68.522% SpamPrec: 99.676%
+# False negatives: 17291 31.56%
+# TCR(l=50): 2.342226 SpamRecall: 68.440% SpamPrec: 99.676%