Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891706&r1=1891705&r2=1891706&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Jul 22 02:47:05 2021
@@ -1,25 +1,25 @@
-# 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
+# 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
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 1.895
+score AC_HTML_NONSENSE_TAGS 1.892
score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 0.914
+score ADVANCE_FEE_2_NEW_FORM 1.365
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.600
-score ADVANCE_FEE_3_NEW 3.262
+score ADVANCE_FEE_2_NEW_MONEY 1.690
+score ADVANCE_FEE_3_NEW 2.835
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.321
+score ADVANCE_FEE_3_NEW_MONEY 2.340
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 0.499
+score AD_PREFS 0.225
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
@@ -29,73 +29,75 @@ score BIGNUM_EMAILS_MANY 2.9
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_07 2.098
-score BITCOIN_XPRIO 0.967
+score BITCOIN_SPAM_07 2.107
+score BITCOIN_XPRIO 0.231
+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 1.417
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 1.657
score DETAILS_OF_PRODUCT 1.248
-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 DX_TEXT_03 0.898
+score DYNAMIC_IMGUR 2.887
+score EBAY_IMG_NOT_RCVD_EBAY 1.315
+score ENCRYPTED_MESSAGE -0.893
+score FACEBOOK_IMG_NOT_RCVD_FB 1.998
+score FAKE_REPLY_A1 3.995
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.204
-score FONT_INVIS_DIRECT 2.392
+score FILL_THIS_FORM 1.198
+score FONT_INVIS_DIRECT 2.399
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 1.051
+score FONT_INVIS_NORDNS 2.499
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 2.743
-score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.263
+score FROMSPACE 3.196
+score FROM_2_EMAILS_SHORT 2.778
+score FROM_MISSPACED 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.554
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.522
+score FROM_MISSP_FREEMAIL 2.047
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-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_MULTI_NORDNS 0.352
+score FROM_NAME_EQ_TO_G_DRIVE 0.610
+score FROM_NTLD_REPLY_FREEMAIL 1.638
+score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.996
+score FSL_HELO_FAKE 3.096
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 0.392
+score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-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 GOOGLE_DOC_SUSP 2.603
+score GOOG_REDIR_NORDNS 2.589
+score GOOG_STO_EMAIL_PHISH 2.609
+score GOOG_STO_HTML_PHISH 2.205
+score GOOG_STO_HTML_PHISH_MANY 1.590
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.997
score HAS_X_OUTGOING_SPAM_STAT 1.997
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 1.803
+score HDRS_MISSP 1.249
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FM_MR_MRS 1.498
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 0.894
-score HOSTED_IMG_DIRECT_MX 3.496
+score HK_SCAM 0.487
+score HOSTED_IMG_DIRECT_MX 3.149
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_FONT_TINY_NORDNS 1.498
@@ -103,93 +105,94 @@ score HTML_OFF_PAGE 2.9
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 0.460
-score LONG_INVISIBLE_TEXT 1.402
+score LONG_HEX_URI 2.997
+score LONG_IMG_URI 0.001
+score LONG_INVISIBLE_TEXT 1.399
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.498
-score MALWARE_NORDNS 2.107
-score MANY_SPAN_IN_TEXT 2.398
+score LOTTO_AGENT 1.250
+score MALWARE_NORDNS 2.102
+score MANY_SPAN_IN_TEXT 2.397
score MILLION_HUNDRED 3.096
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.856
-score MIXED_AREA_CASE 1.369
+score MIMEOLE_DIRECT_TO_MX 1.859
+score MIXED_AREA_CASE 0.218
score MIXED_CENTER_CASE 2.497
score MIXED_ES 3.496
-score MIXED_FONT_CASE 0.659
-score MIXED_HREF_CASE 1.508
-score MIXED_IMG_CASE 2.247
+score MIXED_FONT_CASE 0.625
+score MIXED_HREF_CASE 1.733
+score MIXED_IMG_CASE 1.837
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 0.485
+score MONEY_FRAUD_8 0.417
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 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 0.198
+score MONEY_NOHTML 1.249
+score MSGID_WSP_TRAIL 2.253
+score MSMAIL_PRI_ABNORMAL 1.499
+score NAME_EMAIL_DIFF 1.719
+score NA_DOLLARS 1.498
+score NEW_PRODUCTS 1.249
+score NICE_REPLY_A -0.252
+score NOT_SPAM 3.096
+score NO_FM_NAME_IP_HOSTN 0.193
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.999
+score NSL_RCVD_HELO_USER 1.047
+score NUMBEREND_LINKBAIT 0.848
+score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.525
-score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 0.776
+score OFFER_ONLY_AMERICA 0.899
+score ONLINE_MKTG_CNSLT 2.596
+score ORDER_TODAY 0.099
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.960
+score PDS_BTC_NTLD 1.999
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.274
+score PDS_FROM_2_EMAILS_SHRTNER 1.480
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 0.507
+score PDS_PHPEXP_BOT 0.504
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 2.238
+score PHP_ORIG_SCRIPT 2.246
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 0.001
-score RDNS_NUM_TLD_XM 2.184
+score RATWARE_NO_RDNS 1.173
+score RDNS_NUM_TLD_XM 2.451
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 0.557
-score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 2.929
+score SCC_NEWBIE_HASBEENS 1.959
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_VIAGRA01 3.802
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.565
-score SHORT_BODY_G_DRIVE_DYN 0.756
+score SHORTENER_SHORT_IMG 0.684
+score SHORT_BODY_G_DRIVE_DYN 0.660
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 1.365
+score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 0.575
+score THIS_IS_ADV_SUSP_NTLD 0.280
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.969
-score TO_NO_BRKTS_FROM_MSSP 2.076
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.815
+score TO_NO_BRKTS_FROM_MSSP 2.148
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
@@ -197,9 +200,8 @@ score TO_NO_BRKTS_PCNT 2.4
score TRANSFORM_LIFE 2.497
score TVD_PH_BODY_META 2.996
score TVD_RCVD_SPACE_BRACKET 2.796
-score UNDISC_FREEM 2.996
-score UNDISC_MONEY 3.397
-score UNICODE_OBFU_ASC 2.497
+score UNDISC_FREEM 2.896
+score UNDISC_MONEY 3.296
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_DQ_UNSUB 2.696
@@ -209,20 +211,20 @@ 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 1.997
-score URI_WPADMIN 2.696
+score URI_TRY_3LD 1.941
+score URI_WPADMIN 2.596
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.144
-score WALMART_IMG_NOT_RCVD_WAL 0.155
-score WANT_TO_ORDER 1.314
+score VFY_ACCT_NORDNS 0.241
+score WALMART_IMG_NOT_RCVD_WAL 1.180
+score WANT_TO_ORDER 2.293
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.738
-score XM_DIGITS_ONLY 0.442
+score XFER_LOTSA_MONEY 0.890
+score XM_DIGITS_ONLY 0.997
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 2.796
+score YOUR_DELIVERY_ADDRESS 0.039
+score YOU_INHERIT 2.696
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -252,7 +254,6 @@ 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
@@ -266,14 +267,12 @@ score END_FUTURE_EMAILS 1.0
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
@@ -285,7 +284,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -306,7 +304,6 @@ 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
@@ -351,10 +348,10 @@ 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_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score URI_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891706&r1=1891705&r2=1891706&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jul 22 02:47:05 2021
@@ -1,185 +1,182 @@
# 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 2.889
+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 2.741
-score AC_HTML_NONSENSE_TAGS 1.517
+score AC_FROM_MANY_DOTS 2.761
+score AC_HTML_NONSENSE_TAGS 1.491
score ADMITS_SPAM 3.496
-score ADVANCE_FEE_2_NEW_FORM 0.432
+score ADVANCE_FEE_2_NEW_FORM 0.567
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.238
+score ADVANCE_FEE_2_NEW_MONEY 0.062
+score ADVANCE_FEE_3_NEW 2.075
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.696
+score ADVANCE_FEE_3_NEW_MONEY 2.716
score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.276
-score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.873
+score ADVANCE_FEE_4_NEW_MONEY 0.300
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 0.498
-score ALIBABA_IMG_NOT_RCVD_ALI 1.512
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-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 AD_PREFS 0.460
+score ALIBABA_IMG_NOT_RCVD_ALI 1.829
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
+score APP_DEVELOPMENT_NORDNS 1.997
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.198
+score BIGNUM_EMAILS_FREEM 1.840
+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 0.231
-score BITCOIN_SPAM_07 3.497
-score BITCOIN_XPRIO 0.443
-score BITCOIN_YOUR_INFO 2.313
+score BITCOIN_MALWARE 0.001 # force non-zero
+score BITCOIN_ONAN 2.897
+score BITCOIN_SPAM_02 1.805
+score BITCOIN_SPAM_05 0.040
+score BITCOIN_SPAM_07 3.073
+score BITCOIN_XPRIO 0.442
+score BITCOIN_YOUR_INFO 2.303
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 2.796
-score DETAILS_OF_PRODUCT 0.798
+score DETAILS_OF_PRODUCT 1.248
score DKIMWL_BL 2.305
-score DKIMWL_WL_HIGH -1.459
+score DKIMWL_WL_HIGH -1.472
score DKIMWL_WL_MED -0.001
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 DX_TEXT_03 0.898
+score DYNAMIC_IMGUR 3.606
+score EBAY_IMG_NOT_RCVD_EBAY 2.953
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 1.004
+score FAKE_REPLY_A1 1.036
score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.086
-score FONT_INVIS_DOTGOV 3.496
-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 FONT_INVIS_DIRECT 0.122
+score FONT_INVIS_DOTGOV 3.497
+score FONT_INVIS_HTML_NOHTML 0.001
+score FONT_INVIS_MSGID 1.863
+score FONT_INVIS_NORDNS 1.458
+score FORGED_SPF_HELO 1.242
+score FORM_FRAUD 0.001
score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.610
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 1.906
+score FOUND_YOU 1.499
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 2.037
score FROM_2_EMAILS_SHORT 2.996
-score FROM_BANK_NOAUTH 0.998
+score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.133
+score FROM_GOV_DKIM_AU -0.903
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.219
+score FROM_MISSP_DYNIP 1.771
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-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 2.686
-score FROM_NAME_EQ_TO_G_DRIVE 1.295
-score FROM_NEWDOM_BTC 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.145
+score FROM_NAME_EQ_TO_G_DRIVE 0.776
+score FROM_NEWDOM_BTC 1.850
+score FROM_NTLD_REPLY_FREEMAIL 1.581
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 0.550
-score FSL_BULK_SIG 2.072
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 0.546
+score FSL_BULK_SIG 2.030
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.668
+score FSL_HELO_FAKE 2.463
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 # force non-zero
+score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
-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_REDIR_NORDNS 2.756
+score GOOG_STO_EMAIL_PHISH 2.962
+score GOOG_STO_HTML_PHISH 0.873
+score GOOG_STO_HTML_PHISH_MANY 2.674
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 0.099
-score HDRS_LCASE_IMGONLY 0.099
+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
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.001
-score HK_RANDOM_ENVFROM 0.001
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.977
+score HK_RANDOM_REPLYTO 0.514
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.298
+score HOSTED_IMG_DIRECT_MX 2.777
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 2.134
+score HTML_OFF_PAGE 2.214
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 0.624
-score HTML_TEXT_INVISIBLE_STYLE 2.692
+score HTML_TEXT_INVISIBLE_FONT 0.683
+score HTML_TEXT_INVISIBLE_STYLE 2.720
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
+score KHOP_HELO_FCRDNS 0.399
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 1.331
-score LONG_IMG_URI 0.850
-score LONG_INVISIBLE_TEXT 1.048
+score LONG_HEX_URI 1.328
+score LONG_IMG_URI 0.856
+score LONG_INVISIBLE_TEXT 1.051
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.212
+score LOTTO_AGENT 0.959
score MALWARE_NORDNS 0.695
-score MANY_SPAN_IN_TEXT 1.627
-score MAY_BE_FORGED 2.497
-score MILLION_HUNDRED 1.578
+score MANY_SPAN_IN_TEXT 1.544
+score MILLION_HUNDRED 1.452
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 2.058
+score MIXED_AREA_CASE 2.103
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.532
-score MIXED_FONT_CASE 0.001
-score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 1.581
+score MIXED_ES 2.507
+score MIXED_FONT_CASE 0.695
+score MIXED_HREF_CASE 0.977
+score MIXED_IMG_CASE 2.999
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 0.703
+score MONEY_FREEMAIL_REPTO 0.696
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 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 MONEY_NOHTML 1.549
+score MSGID_WSP_TRAIL 2.049
+score MSMAIL_PRI_ABNORMAL 0.440
+score NAME_EMAIL_DIFF 0.001
score NA_DOLLARS 0.001
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.117
-score NOT_SPAM 2.896
-score NO_FM_NAME_IP_HOSTN 0.066
+score NICE_REPLY_A -0.203
+score NOT_SPAM 2.996
+score NO_FM_NAME_IP_HOSTN 0.043
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.933
-score NUMBEREND_LINKBAIT 0.999
+score NSL_RCVD_HELO_USER 1.281
+score NUMBEREND_LINKBAIT 0.839
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.557
+score ODD_FREEM_REPTO 2.542
score ONLINE_MKTG_CNSLT 2.397
-score ORDER_TODAY 0.362
+score ORDER_TODAY 0.837
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 0.547
+score PDS_BTC_NTLD 1.705
+score PDS_DBL_URL_TNB_RUNON 0.540
score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS_SHRTNER 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.312
+score PDS_PHPEXP_BOT 1.392
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001
score PDS_SHORTFWD_URISHRT_FP 1.498
@@ -187,81 +184,78 @@ score PDS_SHORTFWD_URISHRT_QP 1.4
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 1.003
+score PHP_ORIG_SCRIPT 0.846
score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 2.430
+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 0.855
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 0.718
+score RATWARE_NO_RDNS 1.626
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 1.211
score READY_TO_SHIP 1.248
score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.831
+score REPTO_419_FRAUD_GM 2.685
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.796
-score SCC_NEWBIE_HASBEENS 0.219
-score SENDGRID_REDIR 1.188
+score RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 0.675
+score SENDGRID_REDIR 1.192
score SERGIO_SUBJECT_VIAGRA01 4.195
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
-score SHORTENER_SHORT_IMG 2.307
-score SHORT_BODY_G_DRIVE_DYN 0.001
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 1.515
+score SHORT_BODY_G_DRIVE_DYN 1.499
score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 2.285
-score SPOOFED_FREEMAIL 1.170
+score SINGLETS_LOW_CONTRAST 2.286
+score SPOOFED_FREEMAIL 1.363
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 1.397
-score SPOOF_GMAIL_MID 1.143
+score SPOOFED_FREEM_REPTO_CHN 3.221
+score SPOOF_GMAIL_MID 0.869
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 0.765
-score TO_EQ_FM_DIRECT_MX 0.185
-score TO_EQ_FM_DOM_HTML_ONLY 0.909
+score THIS_IS_ADV_SUSP_NTLD 0.228
+score TO_EQ_FM_DIRECT_MX 0.204
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 1.791
+score TO_NAME_SUBJ_NO_RDNS 2.473
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.209
+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 2.498
+score TRANSFORM_LIFE 2.497
score TVD_PH_BODY_META 2.696
-score TVD_RCVD_SPACE_BRACKET 2.346
+score TVD_RCVD_SPACE_BRACKET 1.675
score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.328
+score UNDISC_MONEY 2.493
score UNICODE_OBFU_ASC 2.497
-score UPGRADE_MAILBOX 0.026
score URI_DEOBFU_INSTR 4.195
-score URI_DOTEDU 1.432
+score URI_DOTEDU 1.316
score URI_DQ_UNSUB 2.397
-score URI_FIREBASEAPP 2.997
+score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.896
score URI_GOOG_STO_SPAMMY 2.996
-score URI_LONG_REPEAT 2.499
+score URI_LONG_REPEAT 2.450
score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.310
-score URI_PHP_REDIR 3.190
-score URI_TRY_3LD 1.088
+score URI_PHP_REDIR 3.179
+score URI_TRY_3LD 1.080
score URI_WPADMIN 2.397
score URI_WP_HACKED 0.001
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.572
-score WALMART_IMG_NOT_RCVD_WAL 0.402
+score VFY_ACCT_NORDNS 0.556
+score WALMART_IMG_NOT_RCVD_WAL 1.683
score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.999
+score XFER_LOTSA_MONEY 0.998
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 1.434
+score XM_RANDOM 1.441
score XM_RECPTID 2.996
-score XPRIO_URL_SHORTNER 0.953
-score YOUR_DELIVERY_ADDRESS 0.313
-score YOU_INHERIT 1.667
+score XPRIO_URL_SHORTNER 0.988
+score YOUR_DELIVERY_ADDRESS 0.309
+score YOU_INHERIT 1.363
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -313,6 +307,7 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_ADDR_WS 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
+score FROM_MISSP_PHISH 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1891706&r1=1891705&r2=1891706&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jul 22 02:47:05 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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: 675879 100.00%
+# Correctly non-spam: 238589 35.874% (99.675% of non-spam corpus)
+# Correctly spam: 326840 49.143% (76.775% of spam corpus)
+# False positives: 777 0.117% (0.325% of nonspam, 47078 weighted)
+# False negatives: 98872 14.866% (23.225% of spam, 172575 weighted)
+# Average score for spam: 11.4 nonspam: 0.6
+# Average for false-pos: 6.8 false-neg: 1.7
+# TOTAL: 665078 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 29866 99.72%
+# Correctly spam: 40747 76.80%
+# False positives: 84 0.28%
+# False negatives: 12312 23.20%
+# TCR(l=50): 3.213360 SpamRecall: 76.796% SpamPrec: 99.794%
##### 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: 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%
+# Correctly non-spam: 228904 95.63%
+# Correctly spam: 231149 54.30%
+# False positives: 10462 4.37%
+# False negatives: 194563 45.70%
+# TCR(l=50): 0.593192 SpamRecall: 54.297% SpamPrec: 95.670%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 28657 95.68%
+# Correctly spam: 28742 54.17%
+# False positives: 1293 4.32%
+# False negatives: 24317 45.83%
+# TCR(l=50): 0.596390 SpamRecall: 54.170% SpamPrec: 95.695%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891706&r1=1891705&r2=1891706&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jul 22 02:47:05 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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
+# Correctly non-spam: 243730 35.622% (99.595% of non-spam corpus)
+# Correctly spam: 383385 56.033% (87.235% of spam corpus)
+# False positives: 991 0.145% (0.405% of nonspam, 135841 weighted)
+# False negatives: 56102 8.200% (12.765% of spam, 116411 weighted)
+# Average score for spam: 16.3 nonspam: -0.8
# Average for false-pos: 7.6 false-neg: 2.1
-# TOTAL: 684209 100.00%
+# TOTAL: 684208 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: 47874 87.38%
+# Correctly spam: 47859 87.35%
# False positives: 112 0.37%
-# False negatives: 6914 12.62%
-# TCR(l=50): 4.378136 SpamRecall: 87.380% SpamPrec: 99.767%
+# False negatives: 6929 12.65%
+# TCR(l=50): 4.372895 SpamRecall: 87.353% 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: 301091 68.51%
+# Correctly spam: 301074 68.51%
# False positives: 1082 0.44%
-# False negatives: 138397 31.49%
-# TCR(l=50): 2.283090 SpamRecall: 68.509% SpamPrec: 99.642%
+# False negatives: 138413 31.49%
+# TCR(l=50): 2.282895 SpamRecall: 68.506% 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: 37527 68.49%
+# Correctly spam: 37592 68.61%
# False positives: 122 0.40%
-# False negatives: 17261 31.51%
-# TCR(l=50): 2.345276 SpamRecall: 68.495% SpamPrec: 99.676%
+# False negatives: 17196 31.39%
+# TCR(l=50): 2.351820 SpamRecall: 68.614% SpamPrec: 99.677%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891706&r1=1891705&r2=1891706&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Jul 22 02:47:05 2021
@@ -1,25 +1,25 @@
-# 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
+# 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
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 1.895
+score AC_HTML_NONSENSE_TAGS 1.892
score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 0.914
+score ADVANCE_FEE_2_NEW_FORM 1.365
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.600
-score ADVANCE_FEE_3_NEW 3.262
+score ADVANCE_FEE_2_NEW_MONEY 1.690
+score ADVANCE_FEE_3_NEW 2.835
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.321
+score ADVANCE_FEE_3_NEW_MONEY 2.340
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 0.499
+score AD_PREFS 0.225
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
@@ -29,73 +29,75 @@ score BIGNUM_EMAILS_MANY 2.9
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_07 2.098
-score BITCOIN_XPRIO 0.967
+score BITCOIN_SPAM_07 2.107
+score BITCOIN_XPRIO 0.231
+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 1.417
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 1.657
score DETAILS_OF_PRODUCT 1.248
-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 DX_TEXT_03 0.898
+score DYNAMIC_IMGUR 2.887
+score EBAY_IMG_NOT_RCVD_EBAY 1.315
+score ENCRYPTED_MESSAGE -0.893
+score FACEBOOK_IMG_NOT_RCVD_FB 1.998
+score FAKE_REPLY_A1 3.995
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.204
-score FONT_INVIS_DIRECT 2.392
+score FILL_THIS_FORM 1.198
+score FONT_INVIS_DIRECT 2.399
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 1.051
+score FONT_INVIS_NORDNS 2.499
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 2.743
-score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.263
+score FROMSPACE 3.196
+score FROM_2_EMAILS_SHORT 2.778
+score FROM_MISSPACED 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.554
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.522
+score FROM_MISSP_FREEMAIL 2.047
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-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_MULTI_NORDNS 0.352
+score FROM_NAME_EQ_TO_G_DRIVE 0.610
+score FROM_NTLD_REPLY_FREEMAIL 1.638
+score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.996
+score FSL_HELO_FAKE 3.096
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 0.392
+score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-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 GOOGLE_DOC_SUSP 2.603
+score GOOG_REDIR_NORDNS 2.589
+score GOOG_STO_EMAIL_PHISH 2.609
+score GOOG_STO_HTML_PHISH 2.205
+score GOOG_STO_HTML_PHISH_MANY 1.590
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.997
score HAS_X_OUTGOING_SPAM_STAT 1.997
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 1.803
+score HDRS_MISSP 1.249
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FM_MR_MRS 1.498
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 0.894
-score HOSTED_IMG_DIRECT_MX 3.496
+score HK_SCAM 0.487
+score HOSTED_IMG_DIRECT_MX 3.149
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_FONT_TINY_NORDNS 1.498
@@ -103,93 +105,94 @@ score HTML_OFF_PAGE 2.9
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 0.460
-score LONG_INVISIBLE_TEXT 1.402
+score LONG_HEX_URI 2.997
+score LONG_IMG_URI 0.001
+score LONG_INVISIBLE_TEXT 1.399
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.498
-score MALWARE_NORDNS 2.107
-score MANY_SPAN_IN_TEXT 2.398
+score LOTTO_AGENT 1.250
+score MALWARE_NORDNS 2.102
+score MANY_SPAN_IN_TEXT 2.397
score MILLION_HUNDRED 3.096
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.856
-score MIXED_AREA_CASE 1.369
+score MIMEOLE_DIRECT_TO_MX 1.859
+score MIXED_AREA_CASE 0.218
score MIXED_CENTER_CASE 2.497
score MIXED_ES 3.496
-score MIXED_FONT_CASE 0.659
-score MIXED_HREF_CASE 1.508
-score MIXED_IMG_CASE 2.247
+score MIXED_FONT_CASE 0.625
+score MIXED_HREF_CASE 1.733
+score MIXED_IMG_CASE 1.837
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 0.485
+score MONEY_FRAUD_8 0.417
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 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 0.198
+score MONEY_NOHTML 1.249
+score MSGID_WSP_TRAIL 2.253
+score MSMAIL_PRI_ABNORMAL 1.499
+score NAME_EMAIL_DIFF 1.719
+score NA_DOLLARS 1.498
+score NEW_PRODUCTS 1.249
+score NICE_REPLY_A -0.252
+score NOT_SPAM 3.096
+score NO_FM_NAME_IP_HOSTN 0.193
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.999
+score NSL_RCVD_HELO_USER 1.047
+score NUMBEREND_LINKBAIT 0.848
+score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.525
-score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 0.776
+score OFFER_ONLY_AMERICA 0.899
+score ONLINE_MKTG_CNSLT 2.596
+score ORDER_TODAY 0.099
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.960
+score PDS_BTC_NTLD 1.999
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.274
+score PDS_FROM_2_EMAILS_SHRTNER 1.480
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 0.507
+score PDS_PHPEXP_BOT 0.504
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 2.238
+score PHP_ORIG_SCRIPT 2.246
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 0.001
-score RDNS_NUM_TLD_XM 2.184
+score RATWARE_NO_RDNS 1.173
+score RDNS_NUM_TLD_XM 2.451
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 0.557
-score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 2.929
+score SCC_NEWBIE_HASBEENS 1.959
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_VIAGRA01 3.802
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.565
-score SHORT_BODY_G_DRIVE_DYN 0.756
+score SHORTENER_SHORT_IMG 0.684
+score SHORT_BODY_G_DRIVE_DYN 0.660
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 1.365
+score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 0.575
+score THIS_IS_ADV_SUSP_NTLD 0.280
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.969
-score TO_NO_BRKTS_FROM_MSSP 2.076
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.815
+score TO_NO_BRKTS_FROM_MSSP 2.148
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
@@ -197,9 +200,8 @@ score TO_NO_BRKTS_PCNT 2.4
score TRANSFORM_LIFE 2.497
score TVD_PH_BODY_META 2.996
score TVD_RCVD_SPACE_BRACKET 2.796
-score UNDISC_FREEM 2.996
-score UNDISC_MONEY 3.397
-score UNICODE_OBFU_ASC 2.497
+score UNDISC_FREEM 2.896
+score UNDISC_MONEY 3.296
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_DQ_UNSUB 2.696
@@ -209,20 +211,20 @@ 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 1.997
-score URI_WPADMIN 2.696
+score URI_TRY_3LD 1.941
+score URI_WPADMIN 2.596
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.144
-score WALMART_IMG_NOT_RCVD_WAL 0.155
-score WANT_TO_ORDER 1.314
+score VFY_ACCT_NORDNS 0.241
+score WALMART_IMG_NOT_RCVD_WAL 1.180
+score WANT_TO_ORDER 2.293
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.738
-score XM_DIGITS_ONLY 0.442
+score XFER_LOTSA_MONEY 0.890
+score XM_DIGITS_ONLY 0.997
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 2.796
+score YOUR_DELIVERY_ADDRESS 0.039
+score YOU_INHERIT 2.696
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -252,7 +254,6 @@ 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
@@ -266,14 +267,12 @@ score END_FUTURE_EMAILS 1.0
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
@@ -285,7 +284,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -306,7 +304,6 @@ 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
@@ -351,10 +348,10 @@ 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_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score URI_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891706&r1=1891705&r2=1891706&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jul 22 02:47:05 2021
@@ -1,185 +1,182 @@
# 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 2.889
+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 2.741
-score AC_HTML_NONSENSE_TAGS 1.517
+score AC_FROM_MANY_DOTS 2.761
+score AC_HTML_NONSENSE_TAGS 1.491
score ADMITS_SPAM 3.496
-score ADVANCE_FEE_2_NEW_FORM 0.432
+score ADVANCE_FEE_2_NEW_FORM 0.567
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.238
+score ADVANCE_FEE_2_NEW_MONEY 0.062
+score ADVANCE_FEE_3_NEW 2.075
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.696
+score ADVANCE_FEE_3_NEW_MONEY 2.716
score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.276
-score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.873
+score ADVANCE_FEE_4_NEW_MONEY 0.300
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 0.498
-score ALIBABA_IMG_NOT_RCVD_ALI 1.512
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-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 AD_PREFS 0.460
+score ALIBABA_IMG_NOT_RCVD_ALI 1.829
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
+score APP_DEVELOPMENT_NORDNS 1.997
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.198
+score BIGNUM_EMAILS_FREEM 1.840
+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 0.231
-score BITCOIN_SPAM_07 3.497
-score BITCOIN_XPRIO 0.443
-score BITCOIN_YOUR_INFO 2.313
+score BITCOIN_MALWARE 0.001 # force non-zero
+score BITCOIN_ONAN 2.897
+score BITCOIN_SPAM_02 1.805
+score BITCOIN_SPAM_05 0.040
+score BITCOIN_SPAM_07 3.073
+score BITCOIN_XPRIO 0.442
+score BITCOIN_YOUR_INFO 2.303
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 2.796
-score DETAILS_OF_PRODUCT 0.798
+score DETAILS_OF_PRODUCT 1.248
score DKIMWL_BL 2.305
-score DKIMWL_WL_HIGH -1.459
+score DKIMWL_WL_HIGH -1.472
score DKIMWL_WL_MED -0.001
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 DX_TEXT_03 0.898
+score DYNAMIC_IMGUR 3.606
+score EBAY_IMG_NOT_RCVD_EBAY 2.953
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 1.004
+score FAKE_REPLY_A1 1.036
score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.086
-score FONT_INVIS_DOTGOV 3.496
-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 FONT_INVIS_DIRECT 0.122
+score FONT_INVIS_DOTGOV 3.497
+score FONT_INVIS_HTML_NOHTML 0.001
+score FONT_INVIS_MSGID 1.863
+score FONT_INVIS_NORDNS 1.458
+score FORGED_SPF_HELO 1.242
+score FORM_FRAUD 0.001
score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.610
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 1.906
+score FOUND_YOU 1.499
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 2.037
score FROM_2_EMAILS_SHORT 2.996
-score FROM_BANK_NOAUTH 0.998
+score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.133
+score FROM_GOV_DKIM_AU -0.903
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.219
+score FROM_MISSP_DYNIP 1.771
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-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 2.686
-score FROM_NAME_EQ_TO_G_DRIVE 1.295
-score FROM_NEWDOM_BTC 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.145
+score FROM_NAME_EQ_TO_G_DRIVE 0.776
+score FROM_NEWDOM_BTC 1.850
+score FROM_NTLD_REPLY_FREEMAIL 1.581
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 0.550
-score FSL_BULK_SIG 2.072
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 0.546
+score FSL_BULK_SIG 2.030
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.668
+score FSL_HELO_FAKE 2.463
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 # force non-zero
+score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
-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_REDIR_NORDNS 2.756
+score GOOG_STO_EMAIL_PHISH 2.962
+score GOOG_STO_HTML_PHISH 0.873
+score GOOG_STO_HTML_PHISH_MANY 2.674
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 0.099
-score HDRS_LCASE_IMGONLY 0.099
+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
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.001
-score HK_RANDOM_ENVFROM 0.001
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.977
+score HK_RANDOM_REPLYTO 0.514
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.298
+score HOSTED_IMG_DIRECT_MX 2.777
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 2.134
+score HTML_OFF_PAGE 2.214
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 0.624
-score HTML_TEXT_INVISIBLE_STYLE 2.692
+score HTML_TEXT_INVISIBLE_FONT 0.683
+score HTML_TEXT_INVISIBLE_STYLE 2.720
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
+score KHOP_HELO_FCRDNS 0.399
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 1.331
-score LONG_IMG_URI 0.850
-score LONG_INVISIBLE_TEXT 1.048
+score LONG_HEX_URI 1.328
+score LONG_IMG_URI 0.856
+score LONG_INVISIBLE_TEXT 1.051
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.212
+score LOTTO_AGENT 0.959
score MALWARE_NORDNS 0.695
-score MANY_SPAN_IN_TEXT 1.627
-score MAY_BE_FORGED 2.497
-score MILLION_HUNDRED 1.578
+score MANY_SPAN_IN_TEXT 1.544
+score MILLION_HUNDRED 1.452
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 2.058
+score MIXED_AREA_CASE 2.103
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.532
-score MIXED_FONT_CASE 0.001
-score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 1.581
+score MIXED_ES 2.507
+score MIXED_FONT_CASE 0.695
+score MIXED_HREF_CASE 0.977
+score MIXED_IMG_CASE 2.999
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 0.703
+score MONEY_FREEMAIL_REPTO 0.696
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 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 MONEY_NOHTML 1.549
+score MSGID_WSP_TRAIL 2.049
+score MSMAIL_PRI_ABNORMAL 0.440
+score NAME_EMAIL_DIFF 0.001
score NA_DOLLARS 0.001
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.117
-score NOT_SPAM 2.896
-score NO_FM_NAME_IP_HOSTN 0.066
+score NICE_REPLY_A -0.203
+score NOT_SPAM 2.996
+score NO_FM_NAME_IP_HOSTN 0.043
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.933
-score NUMBEREND_LINKBAIT 0.999
+score NSL_RCVD_HELO_USER 1.281
+score NUMBEREND_LINKBAIT 0.839
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.557
+score ODD_FREEM_REPTO 2.542
score ONLINE_MKTG_CNSLT 2.397
-score ORDER_TODAY 0.362
+score ORDER_TODAY 0.837
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 0.547
+score PDS_BTC_NTLD 1.705
+score PDS_DBL_URL_TNB_RUNON 0.540
score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS_SHRTNER 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.312
+score PDS_PHPEXP_BOT 1.392
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001
score PDS_SHORTFWD_URISHRT_FP 1.498
@@ -187,81 +184,78 @@ score PDS_SHORTFWD_URISHRT_QP 1.4
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 1.003
+score PHP_ORIG_SCRIPT 0.846
score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 2.430
+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 0.855
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 0.718
+score RATWARE_NO_RDNS 1.626
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 1.211
score READY_TO_SHIP 1.248
score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.831
+score REPTO_419_FRAUD_GM 2.685
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.796
-score SCC_NEWBIE_HASBEENS 0.219
-score SENDGRID_REDIR 1.188
+score RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 0.675
+score SENDGRID_REDIR 1.192
score SERGIO_SUBJECT_VIAGRA01 4.195
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
-score SHORTENER_SHORT_IMG 2.307
-score SHORT_BODY_G_DRIVE_DYN 0.001
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 1.515
+score SHORT_BODY_G_DRIVE_DYN 1.499
score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 2.285
-score SPOOFED_FREEMAIL 1.170
+score SINGLETS_LOW_CONTRAST 2.286
+score SPOOFED_FREEMAIL 1.363
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 1.397
-score SPOOF_GMAIL_MID 1.143
+score SPOOFED_FREEM_REPTO_CHN 3.221
+score SPOOF_GMAIL_MID 0.869
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 0.765
-score TO_EQ_FM_DIRECT_MX 0.185
-score TO_EQ_FM_DOM_HTML_ONLY 0.909
+score THIS_IS_ADV_SUSP_NTLD 0.228
+score TO_EQ_FM_DIRECT_MX 0.204
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 1.791
+score TO_NAME_SUBJ_NO_RDNS 2.473
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.209
+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 2.498
+score TRANSFORM_LIFE 2.497
score TVD_PH_BODY_META 2.696
-score TVD_RCVD_SPACE_BRACKET 2.346
+score TVD_RCVD_SPACE_BRACKET 1.675
score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.328
+score UNDISC_MONEY 2.493
score UNICODE_OBFU_ASC 2.497
-score UPGRADE_MAILBOX 0.026
score URI_DEOBFU_INSTR 4.195
-score URI_DOTEDU 1.432
+score URI_DOTEDU 1.316
score URI_DQ_UNSUB 2.397
-score URI_FIREBASEAPP 2.997
+score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.896
score URI_GOOG_STO_SPAMMY 2.996
-score URI_LONG_REPEAT 2.499
+score URI_LONG_REPEAT 2.450
score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.310
-score URI_PHP_REDIR 3.190
-score URI_TRY_3LD 1.088
+score URI_PHP_REDIR 3.179
+score URI_TRY_3LD 1.080
score URI_WPADMIN 2.397
score URI_WP_HACKED 0.001
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.572
-score WALMART_IMG_NOT_RCVD_WAL 0.402
+score VFY_ACCT_NORDNS 0.556
+score WALMART_IMG_NOT_RCVD_WAL 1.683
score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.999
+score XFER_LOTSA_MONEY 0.998
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 1.434
+score XM_RANDOM 1.441
score XM_RECPTID 2.996
-score XPRIO_URL_SHORTNER 0.953
-score YOUR_DELIVERY_ADDRESS 0.313
-score YOU_INHERIT 1.667
+score XPRIO_URL_SHORTNER 0.988
+score YOUR_DELIVERY_ADDRESS 0.309
+score YOU_INHERIT 1.363
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -313,6 +307,7 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_ADDR_WS 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
+score FROM_MISSP_PHISH 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1891706&r1=1891705&r2=1891706&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jul 22 02:47:05 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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: 675879 100.00%
+# Correctly non-spam: 238589 35.874% (99.675% of non-spam corpus)
+# Correctly spam: 326840 49.143% (76.775% of spam corpus)
+# False positives: 777 0.117% (0.325% of nonspam, 47078 weighted)
+# False negatives: 98872 14.866% (23.225% of spam, 172575 weighted)
+# Average score for spam: 11.4 nonspam: 0.6
+# Average for false-pos: 6.8 false-neg: 1.7
+# TOTAL: 665078 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 29866 99.72%
+# Correctly spam: 40747 76.80%
+# False positives: 84 0.28%
+# False negatives: 12312 23.20%
+# TCR(l=50): 3.213360 SpamRecall: 76.796% SpamPrec: 99.794%
##### 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: 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%
+# Correctly non-spam: 228904 95.63%
+# Correctly spam: 231149 54.30%
+# False positives: 10462 4.37%
+# False negatives: 194563 45.70%
+# TCR(l=50): 0.593192 SpamRecall: 54.297% SpamPrec: 95.670%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 28657 95.68%
+# Correctly spam: 28742 54.17%
+# False positives: 1293 4.32%
+# False negatives: 24317 45.83%
+# TCR(l=50): 0.596390 SpamRecall: 54.170% SpamPrec: 95.695%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891706&r1=1891705&r2=1891706&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jul 22 02:47:05 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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
+# Correctly non-spam: 243730 35.622% (99.595% of non-spam corpus)
+# Correctly spam: 383385 56.033% (87.235% of spam corpus)
+# False positives: 991 0.145% (0.405% of nonspam, 135841 weighted)
+# False negatives: 56102 8.200% (12.765% of spam, 116411 weighted)
+# Average score for spam: 16.3 nonspam: -0.8
# Average for false-pos: 7.6 false-neg: 2.1
-# TOTAL: 684209 100.00%
+# TOTAL: 684208 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: 47874 87.38%
+# Correctly spam: 47859 87.35%
# False positives: 112 0.37%
-# False negatives: 6914 12.62%
-# TCR(l=50): 4.378136 SpamRecall: 87.380% SpamPrec: 99.767%
+# False negatives: 6929 12.65%
+# TCR(l=50): 4.372895 SpamRecall: 87.353% 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: 301091 68.51%
+# Correctly spam: 301074 68.51%
# False positives: 1082 0.44%
-# False negatives: 138397 31.49%
-# TCR(l=50): 2.283090 SpamRecall: 68.509% SpamPrec: 99.642%
+# False negatives: 138413 31.49%
+# TCR(l=50): 2.282895 SpamRecall: 68.506% 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: 37527 68.49%
+# Correctly spam: 37592 68.61%
# False positives: 122 0.40%
-# False negatives: 17261 31.51%
-# TCR(l=50): 2.345276 SpamRecall: 68.495% SpamPrec: 99.676%
+# False negatives: 17196 31.39%
+# TCR(l=50): 2.351820 SpamRecall: 68.614% SpamPrec: 99.677%