Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891696&r1=1891695&r2=1891696&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Jul 21 02:51:39 2021
@@ -1,232 +1,227 @@
-# Using score set 0 logs for revision 1891654 from:
-# ham-darxus.r1891654.log ham-ena-week0.r1891654.log ham-ena-week1.r1891654.log ham-ena-week2.r1891654.log ham-ena-week3.r1891654.log ham-ena-week4.r1891654.log ham-giovanni-ham.r1891654.log ham-giovanni-spammy.r1891654.log ham-giovanni-spam.r1891654.log ham-grenier.r1891654.log ham-hege.r1891654.log ham-jhardin.r1891654.log ham-llanga.r1891654.log ham-mmiroslaw-mails-ham.r1891654.log ham-mmiroslaw-mails-spam.r1891654.log ham-pds.r1891654.log ham-spamsponge.r1891654.log ham-thendrikx.r1891654.log ham-tsz-spam-corpus.r1891654.log spam-darxus.r1891654.log spam-ena-week0.r1891654.log spam-ena-week1.r1891654.log spam-ena-week2.r1891654.log spam-ena-week3.r1891654.log spam-ena-week4.r1891654.log spam-giovanni-ham.r1891654.log spam-giovanni-spammy.r1891654.log spam-giovanni-spam.r1891654.log spam-grenier.r1891654.log spam-hege.r1891654.log spam-jhardin.r1891654.log spam-llanga.r1891654.log spam-mmiroslaw-mails-ham.r1891654.log spam-mmiroslaw-mails-spam.r1891654.log spam-pds.r1891654.log s
pam-spamsponge.r1891654.log spam-thendrikx.r1891654.log spam-tsz-spam-corpus.r1891654.log
+# Using score set 0 logs for revision 1891678 from:
+# ham-darxus.r1891678.log ham-ena-week0.r1891678.log ham-ena-week1.r1891678.log ham-ena-week2.r1891678.log ham-ena-week3.r1891678.log ham-ena-week4.r1891678.log ham-giovanni-ham.r1891678.log ham-giovanni-spammy.r1891678.log ham-giovanni-spam.r1891678.log ham-grenier.r1891678.log ham-hege.r1891678.log ham-jhardin.r1891678.log ham-llanga.r1891678.log ham-mmiroslaw-mails-ham.r1891678.log ham-mmiroslaw-mails-spam.r1891678.log ham-pds.r1891678.log ham-spamsponge.r1891678.log ham-thendrikx.r1891678.log ham-tsz-spam-corpus.r1891678.log spam-darxus.r1891678.log spam-ena-week0.r1891678.log spam-ena-week1.r1891678.log spam-ena-week2.r1891678.log spam-ena-week3.r1891678.log spam-ena-week4.r1891678.log spam-giovanni-ham.r1891678.log spam-giovanni-spammy.r1891678.log spam-giovanni-spam.r1891678.log spam-grenier.r1891678.log spam-hege.r1891678.log spam-jhardin.r1891678.log spam-llanga.r1891678.log spam-mmiroslaw-mails-ham.r1891678.log spam-mmiroslaw-mails-spam.r1891678.log spam-pds.r1891678.log s
pam-spamsponge.r1891678.log spam-thendrikx.r1891678.log spam-tsz-spam-corpus.r1891678.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 1.997
+score AC_HTML_NONSENSE_TAGS 1.895
score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 1.999
+score ADVANCE_FEE_2_NEW_FORM 0.914
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.693
-score ADVANCE_FEE_3_NEW 3.258
+score ADVANCE_FEE_2_NEW_MONEY 1.600
+score ADVANCE_FEE_3_NEW 3.262
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.994
+score ADVANCE_FEE_3_NEW_MONEY 2.321
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_5_NEW 2.696
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.290
+score AD_PREFS 0.499
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 1.289
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 2.498
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 1.365
-score BITCOIN_YOUR_INFO 2.996
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_07 2.098
+score BITCOIN_XPRIO 0.967
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 0.999
-score DEAR_BENEFICIARY 1.093
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 1.417
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 1.098
-score DYNAMIC_IMGUR 2.752
-score EBAY_IMG_NOT_RCVD_EBAY 1.260
-score ENCRYPTED_MESSAGE -0.998
+score DX_TEXT_03 0.798
+score DYNAMIC_IMGUR 3.450
+score EBAY_IMG_NOT_RCVD_EBAY 2.134
+score ENCRYPTED_MESSAGE -0.928
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
score FAKE_REPLY_A1 3.895
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.199
-score FONT_INVIS_DIRECT 2.395
+score FILL_THIS_FORM 1.204
+score FONT_INVIS_DIRECT 2.392
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 0.001
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 0.963
+score FONT_INVIS_NORDNS 1.051
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 3.096
-score FROM_2_EMAILS_SHORT 2.996
+score FROM_2_EMAILS_SHORT 2.743
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.268
+score FROM_MISSP_DYNIP 0.263
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.163
+score FROM_MISSP_FREEMAIL 1.522
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.356
-score FROM_NAME_EQ_TO_G_DRIVE 0.750
-score FROM_NTLD_LINKBAIT 1.904
-score FROM_NTLD_REPLY_FREEMAIL 1.348
-score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_MULTI_NORDNS 0.743
+score FROM_NAME_EQ_TO_G_DRIVE 0.625
+score FROM_NTLD_REPLY_FREEMAIL 1.471
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.097
+score FSL_HELO_FAKE 2.996
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.298
-score GB_FAKE_RF_SHORT 1.311
+score FUZZY_AMAZON 2.397
+score GB_FAKE_RF_SHORT 0.392
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.606
-score GOOG_REDIR_NORDNS 2.605
-score GOOG_STO_EMAIL_PHISH 2.494
-score GOOG_STO_HTML_PHISH 2.111
-score GOOG_STO_HTML_PHISH_MANY 1.360
+score GOOGLE_DOC_SUSP 2.609
+score GOOG_REDIR_NORDNS 2.602
+score GOOG_STO_EMAIL_PHISH 2.125
+score GOOG_STO_HTML_PHISH 1.956
+score GOOG_STO_HTML_PHISH_MANY 2.005
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.997
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.613
-score HDR_ORDER_FTSDMCXX_DIRECT 0.763
+score HDRS_MISSP 1.803
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
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_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.222
+score HK_SCAM 0.894
score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.650
+score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 0.668
score HTML_TEXT_INVISIBLE_STYLE 3.496
score JH_SPAMMY_HEADERS 3.496
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 0.452
-score LONG_INVISIBLE_TEXT 1.395
-score LOTS_OF_MONEY 0.009
-score LOTTO_AGENT 1.499
-score MALWARE_NORDNS 2.103
-score MANY_SPAN_IN_TEXT 2.397
+score LONG_IMG_URI 0.460
+score LONG_INVISIBLE_TEXT 1.402
+score LOTS_OF_MONEY 0.010
+score LOTTO_AGENT 1.498
+score MALWARE_NORDNS 2.107
+score MANY_SPAN_IN_TEXT 2.398
score MILLION_HUNDRED 3.096
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.616
-score MIXED_AREA_CASE 0.618
+score MIMEOLE_DIRECT_TO_MX 1.856
+score MIXED_AREA_CASE 1.369
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 3.472
-score MIXED_FONT_CASE 1.686
-score MIXED_HREF_CASE 0.173
-score MIXED_IMG_CASE 1.085
+score MIXED_ES 3.496
+score MIXED_FONT_CASE 0.659
+score MIXED_HREF_CASE 1.508
+score MIXED_IMG_CASE 2.247
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 2.686
+score MONEY_FRAUD_8 0.485
+score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.547
-score MSGID_WSP_TRAIL 0.908
-score MSMAIL_PRI_ABNORMAL 0.404
-score NAME_EMAIL_DIFF 1.727
-score NA_DOLLARS 1.498
-score NEW_PRODUCTS 1.249
-score NICE_REPLY_A -0.001
+score MONEY_NOHTML 1.330
+score MSGID_WSP_TRAIL 0.157
+score MSMAIL_PRI_ABNORMAL 1.375
+score NAME_EMAIL_DIFF 1.752
+score NA_DOLLARS 1.271
+score NEW_PRODUCTS 1.248
+score NICE_REPLY_A -0.244
score NOT_SPAM 3.196
-score NO_FM_NAME_IP_HOSTN 0.199
+score NO_FM_NAME_IP_HOSTN 0.198
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.109
-score OBFU_TEXT_ATTACH 0.001
+score NUMBEREND_LINKBAIT 0.999
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.999
+score OFFER_ONLY_AMERICA 1.525
score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 2.163
-score PDS_BTC_ID 0.499
+score ORDER_TODAY 0.776
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
+score PDS_BTC_NTLD 1.960
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.460
+score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.224
+score PDS_FROM_2_EMAILS_SHRTNER 1.274
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.503
+score PDS_PHPEXP_BOT 0.507
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.223
+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 3.196
-score PHP_ORIG_SCRIPT 2.250
+score PDS_TO_EQ_FROM_NAME 3.096
+score PHP_ORIG_SCRIPT 2.238
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 1.997
-score RATWARE_NO_RDNS 1.541
-score RDNS_NUM_TLD_XM 2.192
+score RATWARE_NO_RDNS 0.001
+score RDNS_NUM_TLD_XM 2.184
score READY_TO_SHIP 1.248
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 1.733
+score SCC_NEWBIE_HASBEENS 0.557
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 2.891
+score SERGIO_SUBJECT_VIAGRA01 2.929
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.342
-score SHORT_BODY_G_DRIVE_DYN 0.580
+score SHORTENER_SHORT_IMG 1.565
+score SHORT_BODY_G_DRIVE_DYN 0.756
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.593
+score STATIC_XPRIO_OLE 1.365
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 0.913
+score THIS_IS_ADV_SUSP_NTLD 0.575
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.828
-score TO_NO_BRKTS_FROM_MSSP 2.085
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.969
+score TO_NO_BRKTS_FROM_MSSP 2.076
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 2.896
+score TVD_PH_BODY_META 2.996
score TVD_RCVD_SPACE_BRACKET 2.796
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 3.296
+score UNDISC_FREEM 2.996
+score UNDISC_MONEY 3.397
score UNICODE_OBFU_ASC 2.497
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_DQ_UNSUB 2.696
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 3.096
-score URI_GOOG_STO_SPAMMY 2.997
+score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.930
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.696
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.169
-score WALMART_IMG_NOT_RCVD_WAL 1.605
-score WANT_TO_ORDER 2.305
+score VFY_ACCT_NORDNS 0.144
+score WALMART_IMG_NOT_RCVD_WAL 0.155
+score WANT_TO_ORDER 1.314
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.632
+score XFER_LOTSA_MONEY 0.738
+score XM_DIGITS_ONLY 0.442
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 0.049
+score YOUR_DELIVERY_ADDRESS 1.248
score YOU_INHERIT 2.796
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -257,6 +252,7 @@ score BITCOIN_SPAM_09 1.0
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
+score BITCOIN_YOUR_INFO 1.000
score BODY_URI_ONLY 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
@@ -264,7 +260,6 @@ 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
@@ -279,6 +274,7 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
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
score GB_FORGED_MUA_POSTFIX 1.000
@@ -321,7 +317,6 @@ 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 PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -358,7 +353,6 @@ score SYSADMIN 1.0
score TONLINE_FAKE_DKIM 1.000
score TO_NO_BRKTS_MSFT 1.000
score TVD_SPACE_ENCODED 1.000
-score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891696&r1=1891695&r2=1891696&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jul 21 02:51:39 2021
@@ -1,267 +1,267 @@
# 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 2.826
+score ACCT_PHISHING_MANY 2.889
score AC_BR_BONANZA 0.001 # force non-zero
-score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.747
-score AC_HTML_NONSENSE_TAGS 1.493
+score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 2.741
+score AC_HTML_NONSENSE_TAGS 1.517
score ADMITS_SPAM 3.496
-score ADVANCE_FEE_2_NEW_FORM 0.579
+score ADVANCE_FEE_2_NEW_FORM 0.432
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.096
+score ADVANCE_FEE_3_NEW 2.238
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.727
+score ADVANCE_FEE_3_NEW_MONEY 2.696
score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.238
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.276
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.497
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
-score ALIBABA_IMG_NOT_RCVD_ALI 0.368
+score ALIBABA_IMG_NOT_RCVD_ALI 1.512
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.917
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.256
-score BIGNUM_EMAILS_FREEM 2.642
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_MALF_HTML 3.374
+score APP_DEVELOPMENT_NORDNS 1.547
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BIGNUM_EMAILS_FREEM 2.119
+score BIGNUM_EMAILS_MANY 2.997
+score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.791
-score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 3.015
-score BITCOIN_XPRIO 0.352
-score BITCOIN_YOUR_INFO 2.311
+score BITCOIN_ONAN 2.999
+score BITCOIN_SPAM_02 1.798
+score BITCOIN_SPAM_05 0.231
+score BITCOIN_SPAM_07 3.497
+score BITCOIN_XPRIO 0.443
+score BITCOIN_YOUR_INFO 2.313
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 CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.896
-score DETAILS_OF_PRODUCT 1.249
-score DKIMWL_BL 2.306
-score DKIMWL_WL_HIGH -1.474
+score DEAR_BENEFICIARY 2.796
+score DETAILS_OF_PRODUCT 0.798
+score DKIMWL_BL 2.305
+score DKIMWL_WL_HIGH -1.459
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.999
-score DX_TEXT_03 0.898
-score DYNAMIC_IMGUR 3.109
-score EBAY_IMG_NOT_RCVD_EBAY 1.478
+score DKIMWL_WL_MEDHI -0.998
+score DX_TEXT_03 0.899
+score DYNAMIC_IMGUR 2.463
+score EBAY_IMG_NOT_RCVD_EBAY 1.331
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 1.005
+score FAKE_REPLY_A1 1.004
score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.069
+score FONT_INVIS_DIRECT 0.086
score FONT_INVIS_DOTGOV 3.496
-score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_MSGID 1.858
-score FONT_INVIS_NORDNS 1.106
-score FORGED_SPF_HELO 1.235
-score FORM_FRAUD 0.001 # force non-zero
+score FONT_INVIS_HTML_NOHTML 0.001 # force non-zero
+score FONT_INVIS_MSGID 1.868
+score FONT_INVIS_NORDNS 2.410
+score FORGED_SPF_HELO 1.408
+score FORM_FRAUD 0.091
score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.672
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.092
+score FOUND_YOU 1.610
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 1.906
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_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.476
+score FROM_GOV_DKIM_AU -0.133
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.197
+score FROM_MISSP_DYNIP 1.219
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.496
+score FROM_MISSP_PHISH 3.187
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.682
-score FROM_NAME_EQ_TO_G_DRIVE 0.490
-score FROM_NEWDOM_BTC 1.993
-score FROM_NTLD_REPLY_FREEMAIL 0.973
+score FROM_MULTI_NORDNS 2.686
+score FROM_NAME_EQ_TO_G_DRIVE 1.295
+score FROM_NEWDOM_BTC 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.145
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.548
-score FSL_BULK_SIG 2.080
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 0.550
+score FSL_BULK_SIG 2.072
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.472
+score FSL_HELO_FAKE 1.668
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 0.499
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
-score GOOG_REDIR_NORDNS 2.439
-score GOOG_STO_EMAIL_PHISH 2.525
-score GOOG_STO_HTML_PHISH 1.327
-score GOOG_STO_HTML_PHISH_MANY 0.164
+score GOOG_REDIR_NORDNS 2.449
+score GOOG_STO_EMAIL_PHISH 2.968
+score GOOG_STO_HTML_PHISH 0.843
+score GOOG_STO_HTML_PHISH_MANY 3.117
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
-score HDRS_LCASE 0.098
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.001 # force non-zero
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+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 0.001
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_REPLYTO 0.977
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.976
-score HOSTED_IMG_FREEM 3.497
+score HOSTED_IMG_DIRECT_MX 3.298
+score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_FONT_TINY_NORDNS 1.498
-score HTML_OFF_PAGE 2.569
-score HTML_SINGLET_MANY 2.153
-score HTML_TAG_BALANCE_CENTER 0.001
-score HTML_TEXT_INVISIBLE_FONT 0.649
-score HTML_TEXT_INVISIBLE_STYLE 2.719
+score HTML_OFF_PAGE 2.134
+score HTML_SINGLET_MANY 2.497
+score HTML_TEXT_INVISIBLE_FONT 0.624
+score HTML_TEXT_INVISIBLE_STYLE 2.692
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.398
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 1.411
-score LONG_IMG_URI 0.855
-score LONG_INVISIBLE_TEXT 1.057
+score LONG_HEX_URI 1.331
+score LONG_IMG_URI 0.850
+score LONG_INVISIBLE_TEXT 1.048
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.571
-score MALWARE_NORDNS 0.696
-score MANY_SPAN_IN_TEXT 1.580
+score LOTTO_AGENT 1.212
+score MALWARE_NORDNS 0.695
+score MANY_SPAN_IN_TEXT 1.627
score MAY_BE_FORGED 2.497
-score MILLION_HUNDRED 1.450
+score MILLION_HUNDRED 1.578
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.196
+score MIXED_AREA_CASE 2.058
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.519
-score MIXED_FONT_CASE 1.525
-score MIXED_HREF_CASE 0.769
-score MIXED_IMG_CASE 0.055
+score MIXED_ES 2.532
+score MIXED_FONT_CASE 0.001
+score MIXED_HREF_CASE 1.999
+score MIXED_IMG_CASE 1.581
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001 # force non-zero
+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_FREEMAIL_REPTO 0.703
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.500
-score MSGID_WSP_TRAIL 0.250
-score MSMAIL_PRI_ABNORMAL 0.654
-score NAME_EMAIL_DIFF 0.001
+score MONEY_NOHTML 1.533
+score MSGID_WSP_TRAIL 0.085
+score MSMAIL_PRI_ABNORMAL 0.001
+score NAME_EMAIL_DIFF 0.001 # force non-zero
score NA_DOLLARS 0.001
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.001
-score NOT_SPAM 2.997
-score NO_FM_NAME_IP_HOSTN 0.210
+score NICE_REPLY_A -0.117
+score NOT_SPAM 2.896
+score NO_FM_NAME_IP_HOSTN 0.066
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.492
-score NUMBEREND_LINKBAIT 0.750
+score NSL_RCVD_HELO_USER 1.933
+score NUMBEREND_LINKBAIT 0.999
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.559
+score ODD_FREEM_REPTO 2.557
score ONLINE_MKTG_CNSLT 2.397
-score ORDER_TODAY 0.393
+score ORDER_TODAY 0.362
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 0.512
+score PDS_DBL_URL_TNB_RUNON 0.547
score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.498
+score PDS_FROM_2_EMAILS_SHRTNER 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.348
+score PDS_PHPEXP_BOT 1.312
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.499
-score PDS_SHORTFWD_URISHRT_QP 1.499
+score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_SHORTFWD_URISHRT_FP 1.498
+score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 3.196
-score PHP_ORIG_SCRIPT 0.898
+score PDS_TO_EQ_FROM_NAME 3.096
+score PHP_ORIG_SCRIPT 1.003
score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 2.497
+score PHP_SCRIPT 2.430
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 1.438
+score RATWARE_NO_RDNS 0.855
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.227
+score RDNS_NUM_TLD_XM 0.718
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.734
-score REPTO_419_FRAUD_GM 1.893
+score REPTO_419_FRAUD 2.996
+score REPTO_419_FRAUD_GM 2.831
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.896
-score SCC_NEWBIE_HASBEENS 2.303
-score SENDGRID_REDIR 1.110
+score RISK_FREE 2.796
+score SCC_NEWBIE_HASBEENS 0.219
+score SENDGRID_REDIR 1.188
score SERGIO_SUBJECT_VIAGRA01 4.195
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.534
-score SHORT_BODY_G_DRIVE_DYN 0.966
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
+score SHORTENER_SHORT_IMG 2.307
+score SHORT_BODY_G_DRIVE_DYN 0.001
score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 2.629
-score SPOOFED_FREEMAIL 1.369
+score SINGLETS_LOW_CONTRAST 2.285
+score SPOOFED_FREEMAIL 1.170
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 3.374
-score SPOOF_GMAIL_MID 0.853
+score SPOOFED_FREEM_REPTO_CHN 1.397
+score SPOOF_GMAIL_MID 1.143
score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score THIS_AD 0.998
-score THIS_IS_ADV_SUSP_NTLD 0.666
-score TO_EQ_FM_DIRECT_MX 0.039
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score THIS_AD 0.898
+score THIS_IS_ADV_SUSP_NTLD 0.765
+score TO_EQ_FM_DIRECT_MX 0.185
+score TO_EQ_FM_DOM_HTML_ONLY 0.909
+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 1.675
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 1.791
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.154
-score TO_NO_BRKTS_HTML_ONLY 1.998
+score TO_NO_BRKTS_HTML_IMG 0.209
+score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_NORDNS_HTML 1.203
score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 2.497
+score TRANSFORM_LIFE 2.498
score TVD_PH_BODY_META 2.696
-score TVD_RCVD_SPACE_BRACKET 2.082
+score TVD_RCVD_SPACE_BRACKET 2.346
score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.470
+score UNDISC_MONEY 2.328
score UNICODE_OBFU_ASC 2.497
+score UPGRADE_MAILBOX 0.026
score URI_DEOBFU_INSTR 4.195
-score URI_DOTEDU 1.259
-score URI_DQ_UNSUB 2.497
-score URI_FIREBASEAPP 2.996
+score URI_DOTEDU 1.432
+score URI_DQ_UNSUB 2.397
+score URI_FIREBASEAPP 2.997
score URI_GOOGLE_PROXY 2.896
-score URI_GOOG_STO_SPAMMY 2.997
+score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.499
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.311
-score URI_PHP_REDIR 3.186
-score URI_TRY_3LD 1.087
+score URI_PHISH 3.310
+score URI_PHP_REDIR 3.190
+score URI_TRY_3LD 1.088
score URI_WPADMIN 2.397
score URI_WP_HACKED 0.001
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.550
-score WALMART_IMG_NOT_RCVD_WAL 2.151
+score VFY_ACCT_NORDNS 0.572
+score WALMART_IMG_NOT_RCVD_WAL 0.402
score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 0.001 # force non-zero
-score XM_RANDOM 1.449
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 0.001
+score XM_RANDOM 1.434
score XM_RECPTID 2.996
-score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 0.306
-score YOU_INHERIT 1.402
+score XPRIO_URL_SHORTNER 0.953
+score YOUR_DELIVERY_ADDRESS 0.313
+score YOU_INHERIT 1.667
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=1891696&r1=1891695&r2=1891696&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jul 21 02:51:39 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 240316 35.568% (99.682% of non-spam corpus)
-# Correctly spam: 334997 49.582% (77.088% of spam corpus)
-# False positives: 766 0.113% (0.318% of nonspam, 47482 weighted)
-# False negatives: 99570 14.737% (22.912% of spam, 171130 weighted)
-# Average score for spam: 11.4 nonspam: 0.6
+# Correctly non-spam: 241438 35.722% (99.677% of non-spam corpus)
+# Correctly spam: 334084 49.430% (77.039% of spam corpus)
+# False positives: 783 0.116% (0.323% of nonspam, 48485 weighted)
+# False negatives: 99574 14.733% (22.961% of spam, 169211 weighted)
+# Average score for spam: 11.5 nonspam: 0.6
# Average for false-pos: 6.9 false-neg: 1.7
-# TOTAL: 675649 100.00%
+# TOTAL: 675879 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30071 99.70%
-# Correctly spam: 41733 77.05%
-# False positives: 90 0.30%
-# False negatives: 12431 22.95%
-# TCR(l=50): 3.199102 SpamRecall: 77.049% SpamPrec: 99.785%
+# Correctly non-spam: 30227 99.73%
+# Correctly spam: 41541 76.87%
+# False positives: 83 0.27%
+# False negatives: 12502 23.13%
+# TCR(l=50): 3.245436 SpamRecall: 76.867% SpamPrec: 99.801%
##### 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: 230482 95.60%
-# Correctly spam: 234315 53.92%
-# False positives: 10600 4.40%
-# False negatives: 200252 46.08%
-# TCR(l=50): 0.595092 SpamRecall: 53.919% SpamPrec: 95.672%
+# Correctly non-spam: 231839 95.71%
+# Correctly spam: 233821 53.92%
+# False positives: 10382 4.29%
+# False negatives: 199837 46.08%
+# TCR(l=50): 0.603193 SpamRecall: 53.918% SpamPrec: 95.749%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28916 95.87%
-# Correctly spam: 29012 53.56%
-# False positives: 1245 4.13%
-# False negatives: 25152 46.44%
-# TCR(l=50): 0.619711 SpamRecall: 53.563% SpamPrec: 95.885%
+# Correctly non-spam: 28991 95.65%
+# Correctly spam: 29178 53.99%
+# False positives: 1319 4.35%
+# False negatives: 24865 46.01%
+# TCR(l=50): 0.595089 SpamRecall: 53.990% SpamPrec: 95.675%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891696&r1=1891695&r2=1891696&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jul 21 02:51:39 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 243731 35.622% (99.595% of non-spam corpus)
-# Correctly spam: 383077 55.988% (87.164% of spam corpus)
-# False positives: 990 0.145% (0.405% of nonspam, 135667 weighted)
-# False negatives: 56413 8.245% (12.836% of spam, 118001 weighted)
-# Average score for spam: 16.4 nonspam: -0.8
+# Correctly non-spam: 243727 35.622% (99.594% of non-spam corpus)
+# Correctly spam: 383348 56.028% (87.226% of spam corpus)
+# False positives: 994 0.145% (0.406% of nonspam, 136076 weighted)
+# False negatives: 56140 8.205% (12.774% of spam, 116802 weighted)
+# Average score for spam: 16.2 nonspam: -0.8
# Average for false-pos: 7.6 false-neg: 2.1
-# TOTAL: 684211 100.00%
+# TOTAL: 684209 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: 47837 87.31%
+# Correctly spam: 47874 87.38%
# False positives: 112 0.37%
-# False negatives: 6951 12.69%
-# TCR(l=50): 4.365230 SpamRecall: 87.313% SpamPrec: 99.766%
+# False negatives: 6914 12.62%
+# TCR(l=50): 4.378136 SpamRecall: 87.380% 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: 301114 68.51%
+# Correctly spam: 301091 68.51%
# False positives: 1082 0.44%
-# False negatives: 138376 31.49%
-# TCR(l=50): 2.283350 SpamRecall: 68.514% SpamPrec: 99.642%
+# False negatives: 138397 31.49%
+# TCR(l=50): 2.283090 SpamRecall: 68.509% 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: 37539 68.52%
+# Correctly spam: 37527 68.49%
# False positives: 122 0.40%
-# False negatives: 17249 31.48%
-# TCR(l=50): 2.346482 SpamRecall: 68.517% SpamPrec: 99.676%
+# False negatives: 17261 31.51%
+# TCR(l=50): 2.345276 SpamRecall: 68.495% SpamPrec: 99.676%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891696&r1=1891695&r2=1891696&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Jul 21 02:51:39 2021
@@ -1,232 +1,227 @@
-# Using score set 0 logs for revision 1891654 from:
-# ham-darxus.r1891654.log ham-ena-week0.r1891654.log ham-ena-week1.r1891654.log ham-ena-week2.r1891654.log ham-ena-week3.r1891654.log ham-ena-week4.r1891654.log ham-giovanni-ham.r1891654.log ham-giovanni-spammy.r1891654.log ham-giovanni-spam.r1891654.log ham-grenier.r1891654.log ham-hege.r1891654.log ham-jhardin.r1891654.log ham-llanga.r1891654.log ham-mmiroslaw-mails-ham.r1891654.log ham-mmiroslaw-mails-spam.r1891654.log ham-pds.r1891654.log ham-spamsponge.r1891654.log ham-thendrikx.r1891654.log ham-tsz-spam-corpus.r1891654.log spam-darxus.r1891654.log spam-ena-week0.r1891654.log spam-ena-week1.r1891654.log spam-ena-week2.r1891654.log spam-ena-week3.r1891654.log spam-ena-week4.r1891654.log spam-giovanni-ham.r1891654.log spam-giovanni-spammy.r1891654.log spam-giovanni-spam.r1891654.log spam-grenier.r1891654.log spam-hege.r1891654.log spam-jhardin.r1891654.log spam-llanga.r1891654.log spam-mmiroslaw-mails-ham.r1891654.log spam-mmiroslaw-mails-spam.r1891654.log spam-pds.r1891654.log s
pam-spamsponge.r1891654.log spam-thendrikx.r1891654.log spam-tsz-spam-corpus.r1891654.log
+# Using score set 0 logs for revision 1891678 from:
+# ham-darxus.r1891678.log ham-ena-week0.r1891678.log ham-ena-week1.r1891678.log ham-ena-week2.r1891678.log ham-ena-week3.r1891678.log ham-ena-week4.r1891678.log ham-giovanni-ham.r1891678.log ham-giovanni-spammy.r1891678.log ham-giovanni-spam.r1891678.log ham-grenier.r1891678.log ham-hege.r1891678.log ham-jhardin.r1891678.log ham-llanga.r1891678.log ham-mmiroslaw-mails-ham.r1891678.log ham-mmiroslaw-mails-spam.r1891678.log ham-pds.r1891678.log ham-spamsponge.r1891678.log ham-thendrikx.r1891678.log ham-tsz-spam-corpus.r1891678.log spam-darxus.r1891678.log spam-ena-week0.r1891678.log spam-ena-week1.r1891678.log spam-ena-week2.r1891678.log spam-ena-week3.r1891678.log spam-ena-week4.r1891678.log spam-giovanni-ham.r1891678.log spam-giovanni-spammy.r1891678.log spam-giovanni-spam.r1891678.log spam-grenier.r1891678.log spam-hege.r1891678.log spam-jhardin.r1891678.log spam-llanga.r1891678.log spam-mmiroslaw-mails-ham.r1891678.log spam-mmiroslaw-mails-spam.r1891678.log spam-pds.r1891678.log s
pam-spamsponge.r1891678.log spam-thendrikx.r1891678.log spam-tsz-spam-corpus.r1891678.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 1.997
+score AC_HTML_NONSENSE_TAGS 1.895
score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 1.999
+score ADVANCE_FEE_2_NEW_FORM 0.914
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.693
-score ADVANCE_FEE_3_NEW 3.258
+score ADVANCE_FEE_2_NEW_MONEY 1.600
+score ADVANCE_FEE_3_NEW 3.262
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.994
+score ADVANCE_FEE_3_NEW_MONEY 2.321
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_5_NEW 2.696
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.290
+score AD_PREFS 0.499
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 1.289
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 2.498
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 1.365
-score BITCOIN_YOUR_INFO 2.996
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_07 2.098
+score BITCOIN_XPRIO 0.967
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 0.999
-score DEAR_BENEFICIARY 1.093
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 1.417
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 1.098
-score DYNAMIC_IMGUR 2.752
-score EBAY_IMG_NOT_RCVD_EBAY 1.260
-score ENCRYPTED_MESSAGE -0.998
+score DX_TEXT_03 0.798
+score DYNAMIC_IMGUR 3.450
+score EBAY_IMG_NOT_RCVD_EBAY 2.134
+score ENCRYPTED_MESSAGE -0.928
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
score FAKE_REPLY_A1 3.895
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.199
-score FONT_INVIS_DIRECT 2.395
+score FILL_THIS_FORM 1.204
+score FONT_INVIS_DIRECT 2.392
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 0.001
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 0.963
+score FONT_INVIS_NORDNS 1.051
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 3.096
-score FROM_2_EMAILS_SHORT 2.996
+score FROM_2_EMAILS_SHORT 2.743
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.268
+score FROM_MISSP_DYNIP 0.263
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.163
+score FROM_MISSP_FREEMAIL 1.522
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.356
-score FROM_NAME_EQ_TO_G_DRIVE 0.750
-score FROM_NTLD_LINKBAIT 1.904
-score FROM_NTLD_REPLY_FREEMAIL 1.348
-score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_MULTI_NORDNS 0.743
+score FROM_NAME_EQ_TO_G_DRIVE 0.625
+score FROM_NTLD_REPLY_FREEMAIL 1.471
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.097
+score FSL_HELO_FAKE 2.996
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.298
-score GB_FAKE_RF_SHORT 1.311
+score FUZZY_AMAZON 2.397
+score GB_FAKE_RF_SHORT 0.392
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.606
-score GOOG_REDIR_NORDNS 2.605
-score GOOG_STO_EMAIL_PHISH 2.494
-score GOOG_STO_HTML_PHISH 2.111
-score GOOG_STO_HTML_PHISH_MANY 1.360
+score GOOGLE_DOC_SUSP 2.609
+score GOOG_REDIR_NORDNS 2.602
+score GOOG_STO_EMAIL_PHISH 2.125
+score GOOG_STO_HTML_PHISH 1.956
+score GOOG_STO_HTML_PHISH_MANY 2.005
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.997
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.613
-score HDR_ORDER_FTSDMCXX_DIRECT 0.763
+score HDRS_MISSP 1.803
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
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_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.222
+score HK_SCAM 0.894
score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.650
+score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 0.668
score HTML_TEXT_INVISIBLE_STYLE 3.496
score JH_SPAMMY_HEADERS 3.496
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 0.452
-score LONG_INVISIBLE_TEXT 1.395
-score LOTS_OF_MONEY 0.009
-score LOTTO_AGENT 1.499
-score MALWARE_NORDNS 2.103
-score MANY_SPAN_IN_TEXT 2.397
+score LONG_IMG_URI 0.460
+score LONG_INVISIBLE_TEXT 1.402
+score LOTS_OF_MONEY 0.010
+score LOTTO_AGENT 1.498
+score MALWARE_NORDNS 2.107
+score MANY_SPAN_IN_TEXT 2.398
score MILLION_HUNDRED 3.096
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.616
-score MIXED_AREA_CASE 0.618
+score MIMEOLE_DIRECT_TO_MX 1.856
+score MIXED_AREA_CASE 1.369
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 3.472
-score MIXED_FONT_CASE 1.686
-score MIXED_HREF_CASE 0.173
-score MIXED_IMG_CASE 1.085
+score MIXED_ES 3.496
+score MIXED_FONT_CASE 0.659
+score MIXED_HREF_CASE 1.508
+score MIXED_IMG_CASE 2.247
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 2.686
+score MONEY_FRAUD_8 0.485
+score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.547
-score MSGID_WSP_TRAIL 0.908
-score MSMAIL_PRI_ABNORMAL 0.404
-score NAME_EMAIL_DIFF 1.727
-score NA_DOLLARS 1.498
-score NEW_PRODUCTS 1.249
-score NICE_REPLY_A -0.001
+score MONEY_NOHTML 1.330
+score MSGID_WSP_TRAIL 0.157
+score MSMAIL_PRI_ABNORMAL 1.375
+score NAME_EMAIL_DIFF 1.752
+score NA_DOLLARS 1.271
+score NEW_PRODUCTS 1.248
+score NICE_REPLY_A -0.244
score NOT_SPAM 3.196
-score NO_FM_NAME_IP_HOSTN 0.199
+score NO_FM_NAME_IP_HOSTN 0.198
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.109
-score OBFU_TEXT_ATTACH 0.001
+score NUMBEREND_LINKBAIT 0.999
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.999
+score OFFER_ONLY_AMERICA 1.525
score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 2.163
-score PDS_BTC_ID 0.499
+score ORDER_TODAY 0.776
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
+score PDS_BTC_NTLD 1.960
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.460
+score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.224
+score PDS_FROM_2_EMAILS_SHRTNER 1.274
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.503
+score PDS_PHPEXP_BOT 0.507
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.223
+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 3.196
-score PHP_ORIG_SCRIPT 2.250
+score PDS_TO_EQ_FROM_NAME 3.096
+score PHP_ORIG_SCRIPT 2.238
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 1.997
-score RATWARE_NO_RDNS 1.541
-score RDNS_NUM_TLD_XM 2.192
+score RATWARE_NO_RDNS 0.001
+score RDNS_NUM_TLD_XM 2.184
score READY_TO_SHIP 1.248
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 1.733
+score SCC_NEWBIE_HASBEENS 0.557
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 2.891
+score SERGIO_SUBJECT_VIAGRA01 2.929
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.342
-score SHORT_BODY_G_DRIVE_DYN 0.580
+score SHORTENER_SHORT_IMG 1.565
+score SHORT_BODY_G_DRIVE_DYN 0.756
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.593
+score STATIC_XPRIO_OLE 1.365
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 0.913
+score THIS_IS_ADV_SUSP_NTLD 0.575
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.828
-score TO_NO_BRKTS_FROM_MSSP 2.085
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.969
+score TO_NO_BRKTS_FROM_MSSP 2.076
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 2.896
+score TVD_PH_BODY_META 2.996
score TVD_RCVD_SPACE_BRACKET 2.796
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 3.296
+score UNDISC_FREEM 2.996
+score UNDISC_MONEY 3.397
score UNICODE_OBFU_ASC 2.497
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_DQ_UNSUB 2.696
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 3.096
-score URI_GOOG_STO_SPAMMY 2.997
+score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.930
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.696
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.169
-score WALMART_IMG_NOT_RCVD_WAL 1.605
-score WANT_TO_ORDER 2.305
+score VFY_ACCT_NORDNS 0.144
+score WALMART_IMG_NOT_RCVD_WAL 0.155
+score WANT_TO_ORDER 1.314
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.632
+score XFER_LOTSA_MONEY 0.738
+score XM_DIGITS_ONLY 0.442
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 0.049
+score YOUR_DELIVERY_ADDRESS 1.248
score YOU_INHERIT 2.796
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -257,6 +252,7 @@ score BITCOIN_SPAM_09 1.0
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
+score BITCOIN_YOUR_INFO 1.000
score BODY_URI_ONLY 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
@@ -264,7 +260,6 @@ 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
@@ -279,6 +274,7 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
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
score GB_FORGED_MUA_POSTFIX 1.000
@@ -321,7 +317,6 @@ 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 PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -358,7 +353,6 @@ score SYSADMIN 1.0
score TONLINE_FAKE_DKIM 1.000
score TO_NO_BRKTS_MSFT 1.000
score TVD_SPACE_ENCODED 1.000
-score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891696&r1=1891695&r2=1891696&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jul 21 02:51:39 2021
@@ -1,267 +1,267 @@
# 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 2.826
+score ACCT_PHISHING_MANY 2.889
score AC_BR_BONANZA 0.001 # force non-zero
-score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.747
-score AC_HTML_NONSENSE_TAGS 1.493
+score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 2.741
+score AC_HTML_NONSENSE_TAGS 1.517
score ADMITS_SPAM 3.496
-score ADVANCE_FEE_2_NEW_FORM 0.579
+score ADVANCE_FEE_2_NEW_FORM 0.432
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.096
+score ADVANCE_FEE_3_NEW 2.238
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.727
+score ADVANCE_FEE_3_NEW_MONEY 2.696
score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.238
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.276
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.497
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
-score ALIBABA_IMG_NOT_RCVD_ALI 0.368
+score ALIBABA_IMG_NOT_RCVD_ALI 1.512
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.917
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.256
-score BIGNUM_EMAILS_FREEM 2.642
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_MALF_HTML 3.374
+score APP_DEVELOPMENT_NORDNS 1.547
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BIGNUM_EMAILS_FREEM 2.119
+score BIGNUM_EMAILS_MANY 2.997
+score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.791
-score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 3.015
-score BITCOIN_XPRIO 0.352
-score BITCOIN_YOUR_INFO 2.311
+score BITCOIN_ONAN 2.999
+score BITCOIN_SPAM_02 1.798
+score BITCOIN_SPAM_05 0.231
+score BITCOIN_SPAM_07 3.497
+score BITCOIN_XPRIO 0.443
+score BITCOIN_YOUR_INFO 2.313
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 CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.896
-score DETAILS_OF_PRODUCT 1.249
-score DKIMWL_BL 2.306
-score DKIMWL_WL_HIGH -1.474
+score DEAR_BENEFICIARY 2.796
+score DETAILS_OF_PRODUCT 0.798
+score DKIMWL_BL 2.305
+score DKIMWL_WL_HIGH -1.459
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.999
-score DX_TEXT_03 0.898
-score DYNAMIC_IMGUR 3.109
-score EBAY_IMG_NOT_RCVD_EBAY 1.478
+score DKIMWL_WL_MEDHI -0.998
+score DX_TEXT_03 0.899
+score DYNAMIC_IMGUR 2.463
+score EBAY_IMG_NOT_RCVD_EBAY 1.331
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 1.005
+score FAKE_REPLY_A1 1.004
score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.069
+score FONT_INVIS_DIRECT 0.086
score FONT_INVIS_DOTGOV 3.496
-score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_MSGID 1.858
-score FONT_INVIS_NORDNS 1.106
-score FORGED_SPF_HELO 1.235
-score FORM_FRAUD 0.001 # force non-zero
+score FONT_INVIS_HTML_NOHTML 0.001 # force non-zero
+score FONT_INVIS_MSGID 1.868
+score FONT_INVIS_NORDNS 2.410
+score FORGED_SPF_HELO 1.408
+score FORM_FRAUD 0.091
score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.672
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.092
+score FOUND_YOU 1.610
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 1.906
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_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.476
+score FROM_GOV_DKIM_AU -0.133
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.197
+score FROM_MISSP_DYNIP 1.219
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.496
+score FROM_MISSP_PHISH 3.187
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.682
-score FROM_NAME_EQ_TO_G_DRIVE 0.490
-score FROM_NEWDOM_BTC 1.993
-score FROM_NTLD_REPLY_FREEMAIL 0.973
+score FROM_MULTI_NORDNS 2.686
+score FROM_NAME_EQ_TO_G_DRIVE 1.295
+score FROM_NEWDOM_BTC 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.145
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.548
-score FSL_BULK_SIG 2.080
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 0.550
+score FSL_BULK_SIG 2.072
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.472
+score FSL_HELO_FAKE 1.668
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 0.499
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
-score GOOG_REDIR_NORDNS 2.439
-score GOOG_STO_EMAIL_PHISH 2.525
-score GOOG_STO_HTML_PHISH 1.327
-score GOOG_STO_HTML_PHISH_MANY 0.164
+score GOOG_REDIR_NORDNS 2.449
+score GOOG_STO_EMAIL_PHISH 2.968
+score GOOG_STO_HTML_PHISH 0.843
+score GOOG_STO_HTML_PHISH_MANY 3.117
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
-score HDRS_LCASE 0.098
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.001 # force non-zero
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+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 0.001
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_REPLYTO 0.977
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.976
-score HOSTED_IMG_FREEM 3.497
+score HOSTED_IMG_DIRECT_MX 3.298
+score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_FONT_TINY_NORDNS 1.498
-score HTML_OFF_PAGE 2.569
-score HTML_SINGLET_MANY 2.153
-score HTML_TAG_BALANCE_CENTER 0.001
-score HTML_TEXT_INVISIBLE_FONT 0.649
-score HTML_TEXT_INVISIBLE_STYLE 2.719
+score HTML_OFF_PAGE 2.134
+score HTML_SINGLET_MANY 2.497
+score HTML_TEXT_INVISIBLE_FONT 0.624
+score HTML_TEXT_INVISIBLE_STYLE 2.692
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.398
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 1.411
-score LONG_IMG_URI 0.855
-score LONG_INVISIBLE_TEXT 1.057
+score LONG_HEX_URI 1.331
+score LONG_IMG_URI 0.850
+score LONG_INVISIBLE_TEXT 1.048
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.571
-score MALWARE_NORDNS 0.696
-score MANY_SPAN_IN_TEXT 1.580
+score LOTTO_AGENT 1.212
+score MALWARE_NORDNS 0.695
+score MANY_SPAN_IN_TEXT 1.627
score MAY_BE_FORGED 2.497
-score MILLION_HUNDRED 1.450
+score MILLION_HUNDRED 1.578
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.196
+score MIXED_AREA_CASE 2.058
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.519
-score MIXED_FONT_CASE 1.525
-score MIXED_HREF_CASE 0.769
-score MIXED_IMG_CASE 0.055
+score MIXED_ES 2.532
+score MIXED_FONT_CASE 0.001
+score MIXED_HREF_CASE 1.999
+score MIXED_IMG_CASE 1.581
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001 # force non-zero
+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_FREEMAIL_REPTO 0.703
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.500
-score MSGID_WSP_TRAIL 0.250
-score MSMAIL_PRI_ABNORMAL 0.654
-score NAME_EMAIL_DIFF 0.001
+score MONEY_NOHTML 1.533
+score MSGID_WSP_TRAIL 0.085
+score MSMAIL_PRI_ABNORMAL 0.001
+score NAME_EMAIL_DIFF 0.001 # force non-zero
score NA_DOLLARS 0.001
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.001
-score NOT_SPAM 2.997
-score NO_FM_NAME_IP_HOSTN 0.210
+score NICE_REPLY_A -0.117
+score NOT_SPAM 2.896
+score NO_FM_NAME_IP_HOSTN 0.066
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.492
-score NUMBEREND_LINKBAIT 0.750
+score NSL_RCVD_HELO_USER 1.933
+score NUMBEREND_LINKBAIT 0.999
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.559
+score ODD_FREEM_REPTO 2.557
score ONLINE_MKTG_CNSLT 2.397
-score ORDER_TODAY 0.393
+score ORDER_TODAY 0.362
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 0.512
+score PDS_DBL_URL_TNB_RUNON 0.547
score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.498
+score PDS_FROM_2_EMAILS_SHRTNER 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.348
+score PDS_PHPEXP_BOT 1.312
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.499
-score PDS_SHORTFWD_URISHRT_QP 1.499
+score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_SHORTFWD_URISHRT_FP 1.498
+score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 3.196
-score PHP_ORIG_SCRIPT 0.898
+score PDS_TO_EQ_FROM_NAME 3.096
+score PHP_ORIG_SCRIPT 1.003
score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 2.497
+score PHP_SCRIPT 2.430
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 1.438
+score RATWARE_NO_RDNS 0.855
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.227
+score RDNS_NUM_TLD_XM 0.718
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.734
-score REPTO_419_FRAUD_GM 1.893
+score REPTO_419_FRAUD 2.996
+score REPTO_419_FRAUD_GM 2.831
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.896
-score SCC_NEWBIE_HASBEENS 2.303
-score SENDGRID_REDIR 1.110
+score RISK_FREE 2.796
+score SCC_NEWBIE_HASBEENS 0.219
+score SENDGRID_REDIR 1.188
score SERGIO_SUBJECT_VIAGRA01 4.195
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.534
-score SHORT_BODY_G_DRIVE_DYN 0.966
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
+score SHORTENER_SHORT_IMG 2.307
+score SHORT_BODY_G_DRIVE_DYN 0.001
score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 2.629
-score SPOOFED_FREEMAIL 1.369
+score SINGLETS_LOW_CONTRAST 2.285
+score SPOOFED_FREEMAIL 1.170
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 3.374
-score SPOOF_GMAIL_MID 0.853
+score SPOOFED_FREEM_REPTO_CHN 1.397
+score SPOOF_GMAIL_MID 1.143
score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score THIS_AD 0.998
-score THIS_IS_ADV_SUSP_NTLD 0.666
-score TO_EQ_FM_DIRECT_MX 0.039
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score THIS_AD 0.898
+score THIS_IS_ADV_SUSP_NTLD 0.765
+score TO_EQ_FM_DIRECT_MX 0.185
+score TO_EQ_FM_DOM_HTML_ONLY 0.909
+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 1.675
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 1.791
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.154
-score TO_NO_BRKTS_HTML_ONLY 1.998
+score TO_NO_BRKTS_HTML_IMG 0.209
+score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_NORDNS_HTML 1.203
score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 2.497
+score TRANSFORM_LIFE 2.498
score TVD_PH_BODY_META 2.696
-score TVD_RCVD_SPACE_BRACKET 2.082
+score TVD_RCVD_SPACE_BRACKET 2.346
score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.470
+score UNDISC_MONEY 2.328
score UNICODE_OBFU_ASC 2.497
+score UPGRADE_MAILBOX 0.026
score URI_DEOBFU_INSTR 4.195
-score URI_DOTEDU 1.259
-score URI_DQ_UNSUB 2.497
-score URI_FIREBASEAPP 2.996
+score URI_DOTEDU 1.432
+score URI_DQ_UNSUB 2.397
+score URI_FIREBASEAPP 2.997
score URI_GOOGLE_PROXY 2.896
-score URI_GOOG_STO_SPAMMY 2.997
+score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.499
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.311
-score URI_PHP_REDIR 3.186
-score URI_TRY_3LD 1.087
+score URI_PHISH 3.310
+score URI_PHP_REDIR 3.190
+score URI_TRY_3LD 1.088
score URI_WPADMIN 2.397
score URI_WP_HACKED 0.001
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.550
-score WALMART_IMG_NOT_RCVD_WAL 2.151
+score VFY_ACCT_NORDNS 0.572
+score WALMART_IMG_NOT_RCVD_WAL 0.402
score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 0.001 # force non-zero
-score XM_RANDOM 1.449
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 0.001
+score XM_RANDOM 1.434
score XM_RECPTID 2.996
-score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 0.306
-score YOU_INHERIT 1.402
+score XPRIO_URL_SHORTNER 0.953
+score YOUR_DELIVERY_ADDRESS 0.313
+score YOU_INHERIT 1.667
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=1891696&r1=1891695&r2=1891696&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jul 21 02:51:39 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 240316 35.568% (99.682% of non-spam corpus)
-# Correctly spam: 334997 49.582% (77.088% of spam corpus)
-# False positives: 766 0.113% (0.318% of nonspam, 47482 weighted)
-# False negatives: 99570 14.737% (22.912% of spam, 171130 weighted)
-# Average score for spam: 11.4 nonspam: 0.6
+# Correctly non-spam: 241438 35.722% (99.677% of non-spam corpus)
+# Correctly spam: 334084 49.430% (77.039% of spam corpus)
+# False positives: 783 0.116% (0.323% of nonspam, 48485 weighted)
+# False negatives: 99574 14.733% (22.961% of spam, 169211 weighted)
+# Average score for spam: 11.5 nonspam: 0.6
# Average for false-pos: 6.9 false-neg: 1.7
-# TOTAL: 675649 100.00%
+# TOTAL: 675879 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30071 99.70%
-# Correctly spam: 41733 77.05%
-# False positives: 90 0.30%
-# False negatives: 12431 22.95%
-# TCR(l=50): 3.199102 SpamRecall: 77.049% SpamPrec: 99.785%
+# Correctly non-spam: 30227 99.73%
+# Correctly spam: 41541 76.87%
+# False positives: 83 0.27%
+# False negatives: 12502 23.13%
+# TCR(l=50): 3.245436 SpamRecall: 76.867% SpamPrec: 99.801%
##### 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: 230482 95.60%
-# Correctly spam: 234315 53.92%
-# False positives: 10600 4.40%
-# False negatives: 200252 46.08%
-# TCR(l=50): 0.595092 SpamRecall: 53.919% SpamPrec: 95.672%
+# Correctly non-spam: 231839 95.71%
+# Correctly spam: 233821 53.92%
+# False positives: 10382 4.29%
+# False negatives: 199837 46.08%
+# TCR(l=50): 0.603193 SpamRecall: 53.918% SpamPrec: 95.749%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28916 95.87%
-# Correctly spam: 29012 53.56%
-# False positives: 1245 4.13%
-# False negatives: 25152 46.44%
-# TCR(l=50): 0.619711 SpamRecall: 53.563% SpamPrec: 95.885%
+# Correctly non-spam: 28991 95.65%
+# Correctly spam: 29178 53.99%
+# False positives: 1319 4.35%
+# False negatives: 24865 46.01%
+# TCR(l=50): 0.595089 SpamRecall: 53.990% SpamPrec: 95.675%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891696&r1=1891695&r2=1891696&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jul 21 02:51:39 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 243731 35.622% (99.595% of non-spam corpus)
-# Correctly spam: 383077 55.988% (87.164% of spam corpus)
-# False positives: 990 0.145% (0.405% of nonspam, 135667 weighted)
-# False negatives: 56413 8.245% (12.836% of spam, 118001 weighted)
-# Average score for spam: 16.4 nonspam: -0.8
+# Correctly non-spam: 243727 35.622% (99.594% of non-spam corpus)
+# Correctly spam: 383348 56.028% (87.226% of spam corpus)
+# False positives: 994 0.145% (0.406% of nonspam, 136076 weighted)
+# False negatives: 56140 8.205% (12.774% of spam, 116802 weighted)
+# Average score for spam: 16.2 nonspam: -0.8
# Average for false-pos: 7.6 false-neg: 2.1
-# TOTAL: 684211 100.00%
+# TOTAL: 684209 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: 47837 87.31%
+# Correctly spam: 47874 87.38%
# False positives: 112 0.37%
-# False negatives: 6951 12.69%
-# TCR(l=50): 4.365230 SpamRecall: 87.313% SpamPrec: 99.766%
+# False negatives: 6914 12.62%
+# TCR(l=50): 4.378136 SpamRecall: 87.380% 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: 301114 68.51%
+# Correctly spam: 301091 68.51%
# False positives: 1082 0.44%
-# False negatives: 138376 31.49%
-# TCR(l=50): 2.283350 SpamRecall: 68.514% SpamPrec: 99.642%
+# False negatives: 138397 31.49%
+# TCR(l=50): 2.283090 SpamRecall: 68.509% 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: 37539 68.52%
+# Correctly spam: 37527 68.49%
# False positives: 122 0.40%
-# False negatives: 17249 31.48%
-# TCR(l=50): 2.346482 SpamRecall: 68.517% SpamPrec: 99.676%
+# False negatives: 17261 31.51%
+# TCR(l=50): 2.345276 SpamRecall: 68.495% SpamPrec: 99.676%