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svn commit: r1891650 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891650&r1=1891649&r2=1891650&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Jul 19 02:52:51 2021
@@ -1,228 +1,229 @@
-# Using score set 0 logs for revision 1891581 from:
-# ham-darxus.r1891581.log ham-ena-week0.r1891581.log ham-ena-week1.r1891581.log ham-ena-week2.r1891581.log ham-ena-week3.r1891581.log ham-ena-week4.r1891581.log ham-giovanni-ham.r1891581.log ham-giovanni-spammy.r1891581.log ham-giovanni-spam.r1891581.log ham-grenier.r1891581.log ham-hege.r1891581.log ham-jhardin.r1891581.log ham-llanga.r1891581.log ham-mmiroslaw-mails-ham.r1891581.log ham-mmiroslaw-mails-spam.r1891581.log ham-pds.r1891581.log ham-spamsponge.r1891581.log ham-thendrikx.r1891581.log ham-tsz-spam-corpus.r1891581.log spam-darxus.r1891581.log spam-ena-week0.r1891581.log spam-ena-week1.r1891581.log spam-ena-week2.r1891581.log spam-ena-week3.r1891581.log spam-ena-week4.r1891581.log spam-giovanni-ham.r1891581.log spam-giovanni-spammy.r1891581.log spam-giovanni-spam.r1891581.log spam-grenier.r1891581.log spam-hege.r1891581.log spam-jhardin.r1891581.log spam-llanga.r1891581.log spam-mmiroslaw-mails-ham.r1891581.log spam-mmiroslaw-mails-spam.r1891581.log spam-pds.r1891581.log s
pam-spamsponge.r1891581.log spam-thendrikx.r1891581.log spam-tsz-spam-corpus.r1891581.log
+# Using score set 0 logs for revision 1891638 from:
+# ham-darxus.r1891638.log ham-ena-week0.r1891638.log ham-ena-week1.r1891638.log ham-ena-week2.r1891638.log ham-ena-week3.r1891638.log ham-ena-week4.r1891638.log ham-giovanni-ham.r1891638.log ham-giovanni-spammy.r1891638.log ham-giovanni-spam.r1891638.log ham-grenier.r1891638.log ham-hege.r1891638.log ham-jhardin.r1891638.log ham-llanga.r1891638.log ham-mmiroslaw-mails-ham.r1891638.log ham-mmiroslaw-mails-spam.r1891638.log ham-pds.r1891638.log ham-spamsponge.r1891638.log ham-thendrikx.r1891638.log ham-tsz-spam-corpus.r1891638.log spam-darxus.r1891638.log spam-ena-week0.r1891638.log spam-ena-week1.r1891638.log spam-ena-week2.r1891638.log spam-ena-week3.r1891638.log spam-ena-week4.r1891638.log spam-giovanni-ham.r1891638.log spam-giovanni-spammy.r1891638.log spam-giovanni-spam.r1891638.log spam-grenier.r1891638.log spam-hege.r1891638.log spam-jhardin.r1891638.log spam-llanga.r1891638.log spam-mmiroslaw-mails-ham.r1891638.log spam-mmiroslaw-mails-spam.r1891638.log spam-pds.r1891638.log s
pam-spamsponge.r1891638.log spam-thendrikx.r1891638.log spam-tsz-spam-corpus.r1891638.log

-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.997
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 ADMITS_SPAM 3.695
-score ADVANCE_FEE_2_NEW_FORM 1.517
+score ADVANCE_FEE_2_NEW_FORM 0.788
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.585
-score ADVANCE_FEE_3_NEW 2.534
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.496
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.814
+score ADVANCE_FEE_3_NEW_MONEY 1.988
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.996
+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 0.315
-score ALIBABA_IMG_NOT_RCVD_ALI 1.165
+score AD_PREFS 0.456
+score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.509
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 1.098
+score BITCOIN_SPAM_07 2.095
+score BITCOIN_XPRIO 0.109
score BITCOIN_YOUR_INFO 2.996
score BOGUS_MIME_VERSION 3.496
score BULK_RE_SUSP_NTLD 0.998
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 1.258
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 0.001
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 1.099
-score DYNAMIC_IMGUR 2.773
-score EBAY_IMG_NOT_RCVD_EBAY 2.042
-score ENCRYPTED_MESSAGE -0.900
-score FAKE_REPLY_A1 3.895
+score DX_TEXT_03 1.098
+score DYNAMIC_IMGUR 0.156
+score EBAY_IMG_NOT_RCVD_EBAY 0.001
+score ENCRYPTED_MESSAGE -0.998
+score FAKE_REPLY_A1 3.995
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.202
-score FONT_INVIS_DIRECT 2.377
-score FONT_INVIS_DOTGOV 3.496
+score FILL_THIS_FORM 1.196
+score FONT_INVIS_DIRECT 2.407
+score FONT_INVIS_DOTGOV 3.497
score FONT_INVIS_HTML_NOHTML 0.001
+score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.935
+score FONT_INVIS_NORDNS 0.436
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 3.196
-score FROM_2_EMAILS_SHORT 2.776
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 3.096
+score FROM_2_EMAILS_SHORT 2.662
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.799
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.311
+score FROM_MISSP_DYNIP 0.856
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 1.948
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.748
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_LINKBAIT 1.074
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_MULTI_NORDNS 0.352
+score FROM_NAME_EQ_TO_G_DRIVE 0.277
+score FROM_NTLD_LINKBAIT 1.691
+score FROM_NTLD_REPLY_FREEMAIL 1.494
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 3.096
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 0.384
+score GB_FAKE_RF_SHORT 1.671
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.996
-score GOOG_REDIR_NORDNS 2.612
-score GOOG_STO_EMAIL_PHISH 2.093
-score GOOG_STO_HTML_PHISH 2.633
-score GOOG_STO_HTML_PHISH_MANY 0.745
+score GOOGLE_DOC_SUSP 2.598
+score GOOG_REDIR_NORDNS 2.500
+score GOOG_STO_EMAIL_PHISH 2.063
+score GOOG_STO_HTML_PHISH 2.102
+score GOOG_STO_HTML_PHISH_MANY 3.085
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 0.099
-score HDRS_MISSP 1.473
-score HDR_ORDER_FTSDMCXX_DIRECT 0.320
+score HDRS_MISSP 0.466
+score HDR_ORDER_FTSDMCXX_DIRECT 0.097
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.998
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.871
-score HOSTED_IMG_DIRECT_MX 3.496
+score HK_SCAM 1.060
+score HOSTED_IMG_DIRECT_MX 3.497
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.498
+score HOSTED_IMG_MULTI_PUB_01 2.498
+score HTML_FONT_TINY_NORDNS 1.499
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 0.416
-score HTML_TEXT_INVISIBLE_STYLE 3.496
+score HTML_TAG_BALANCE_CENTER 0.799
+score HTML_TEXT_INVISIBLE_STYLE 3.381
score JH_SPAMMY_HEADERS 3.496
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.389
+score LONG_IMG_URI 0.456
+score LONG_INVISIBLE_TEXT 1.399
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.770
-score MALWARE_NORDNS 2.099
-score MANY_SPAN_IN_TEXT 2.696
+score LOTTO_AGENT 0.918
+score MALWARE_NORDNS 2.103
+score MANY_SPAN_IN_TEXT 2.397
score MILLION_HUNDRED 3.096
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.645
-score MIXED_AREA_CASE 2.120
+score MIMEOLE_DIRECT_TO_MX 1.702
+score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.497
score MIXED_ES 3.496
-score MIXED_FONT_CASE 1.038
-score MIXED_HREF_CASE 1.797
-score MIXED_IMG_CASE 0.696
+score MIXED_FONT_CASE 1.268
+score MIXED_HREF_CASE 0.978
+score MIXED_IMG_CASE 1.836
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 0.594
-score MONEY_FREEMAIL_REPTO 2.416
+score MONEY_FRAUD_8 0.507
+score MONEY_FREEMAIL_REPTO 2.545
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.001 # force non-zero
-score MONEY_NOHTML 1.581
-score MSGID_WSP_TRAIL 0.656
-score MSMAIL_PRI_ABNORMAL 1.321
-score NAME_EMAIL_DIFF 1.728
-score NA_DOLLARS 0.922
+score MONEY_FROM_MISSP 0.001
+score MONEY_NOHTML 1.689
+score MSGID_WSP_TRAIL 1.499
+score MSMAIL_PRI_ABNORMAL 0.637
+score NAME_EMAIL_DIFF 1.832
+score NA_DOLLARS 0.726
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.247
+score NICE_REPLY_A -0.245
score NOT_SPAM 3.096
-score NO_FM_NAME_IP_HOSTN 0.082
+score NO_FM_NAME_IP_HOSTN 0.794
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.769
+score NUMBEREND_LINKBAIT 0.925
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 0.521
+score OFFER_ONLY_AMERICA 1.999
score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 1.024
+score ORDER_TODAY 1.383
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.812
+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 1.257
+score PDS_FROM_2_EMAILS_SHRTNER 1.207
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.999
+score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.507
+score PDS_PHPEXP_BOT 1.498
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001
+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_SHORTFWD_URISHRT_QP 1.499
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 2.273
+score PDS_TO_EQ_FROM_NAME 3.096
+score PHP_ORIG_SCRIPT 2.497
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 2.229
-score RDNS_NUM_TLD_XM 1.705
+score RATWARE_NO_RDNS 1.246
+score RDNS_NUM_TLD_XM 2.520
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 1.056
+score REPTO_419_FRAUD 2.094
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 2.899
+score SCC_NEWBIE_HASBEENS 1.552
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 2.746
+score SERGIO_SUBJECT_VIAGRA01 3.378
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.396
+score SHORTENER_SHORT_IMG 2.326
score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_BODY_G_DRIVE_DYN 1.084
-score SHORT_IMG_SUSP_NTLD 1.333
-score SHORT_SHORTNER 1.998
-score STATIC_XPRIO_OLE 1.180
+score SHORT_BODY_G_DRIVE_DYN 0.001
+score SHORT_SHORTNER 1.997
+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 1.471
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.718
-score TO_NO_BRKTS_FROM_MSSP 1.555
+score TO_NAME_SUBJ_NO_RDNS 2.420
+score TO_NO_BRKTS_FROM_MSSP 1.502
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
score TVD_PH_BODY_META 2.996
-score TVD_RCVD_SPACE_BRACKET 2.896
+score TVD_RCVD_SPACE_BRACKET 2.796
score UNDISC_FREEM 2.996
-score UNDISC_MONEY 3.396
+score UNDISC_MONEY 3.296
score UNICODE_OBFU_ASC 2.497
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.697
-score URI_FIREBASEAPP 2.996
+score URI_DQ_UNSUB 2.696
+score URI_FIREBASEAPP 2.997
score URI_GOOGLE_PROXY 3.096
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 1.590
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.596
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.398
-score WALMART_IMG_NOT_RCVD_WAL 0.939
-score WANT_TO_ORDER 2.645
+score VFY_ACCT_NORDNS 0.484
+score WALMART_IMG_NOT_RCVD_WAL 1.644
+score WANT_TO_ORDER 2.649
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 0.772
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 1.780
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
@@ -264,19 +265,20 @@ score BOMB_MONEY 1.0
score BTC_ORG 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score END_FUTURE_EMAILS 1.000
score ENVFROM_GOOG_TRIX 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
-score FONT_INVIS_LONG_LINE 1.000
score FONT_INVIS_POSTEXTRAS 1.000
score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_ADDR_WS 1.000
+score FROM_MISSP_REPLYTO 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -287,6 +289,7 @@ 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
@@ -316,8 +319,8 @@ score MSGID_DOLLARS_URI_IMG 1.0
score MSGID_HDR_MALF 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score NORDNS_LOW_CONTRAST 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
@@ -345,13 +348,14 @@ score REPTO_419_FRAUD_YJ 1.0
score REPTO_419_FRAUD_YN 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
+score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEMAIL_NO_RDNS 1.000
score SPOOF_GMAIL_MID 1.000
score STOCK_LOW_CONTRAST 1.000
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_ZW 1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891650&r1=1891649&r2=1891650&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jul 19 02:52:51 2021
@@ -1,271 +1,268 @@
# 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 2.999
+score ACCT_PHISHING_MANY 2.938
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.750
-score AC_HTML_NONSENSE_TAGS 1.490
-score ADMITS_SPAM 3.496
-score ADVANCE_FEE_2_NEW_FORM 0.609
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.492
+score AC_FROM_MANY_DOTS 2.757
+score AC_HTML_NONSENSE_TAGS 1.517
+score ADMITS_SPAM 3.499
+score ADVANCE_FEE_2_NEW_FORM 1.734
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 1.716
+score ADVANCE_FEE_3_NEW 2.169
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.717
-score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.640
+score ADVANCE_FEE_3_NEW_MONEY 2.731
+score ADVANCE_FEE_4_NEW 2.299
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.252
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.497
+score ADVANCE_FEE_5_NEW 2.499
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 0.062
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
-score APP_DEVELOPMENT_NORDNS 0.674
+score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 1.841
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001
+score APP_DEVELOPMENT_NORDNS 1.468
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.730
-score BIGNUM_EMAILS_FREEM 1.713
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_MALF_HTML 3.496
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.026
+score BIGNUM_EMAILS_FREEM 2.863
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_MALF_HTML 3.499
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.795
-score BITCOIN_SPAM_05 0.143
-score BITCOIN_SPAM_07 2.119
-score BITCOIN_XPRIO 0.334
-score BITCOIN_YOUR_INFO 2.308
+score BITCOIN_ONAN 2.999
+score BITCOIN_SPAM_02 1.776
+score BITCOIN_SPAM_05 0.099
+score BITCOIN_SPAM_07 1.449
+score BITCOIN_XPRIO 0.342
+score BITCOIN_YOUR_INFO 2.309
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.496
-score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 2.497
+score BOGUS_MIME_VERSION 3.499
+score CK_HELO_GENERIC 0.249
+score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.896
-score DETAILS_OF_PRODUCT 1.248
-score DKIMWL_BL 2.309
-score DKIMWL_WL_HIGH -1.466
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.998
-score DX_TEXT_03 0.898
-score DYNAMIC_IMGUR 2.162
-score EBAY_IMG_NOT_RCVD_EBAY 2.649
+score DEAR_BENEFICIARY 2.899
+score DETAILS_OF_PRODUCT 1.249
+score DKIMWL_BL 2.305
+score DKIMWL_WL_HIGH -1.469
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.999
+score DX_TEXT_03 0.899
+score DYNAMIC_IMGUR 2.534
+score EBAY_IMG_NOT_RCVD_EBAY 2.698
score ENCRYPTED_MESSAGE -0.999
-score FAKE_REPLY_A1 1.171
-score FAKE_REPLY_B 3.695
+score FAKE_REPLY_A1 1.044
+score FAKE_REPLY_B 3.699
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.106
-score FONT_INVIS_DOTGOV 3.496
+score FONT_INVIS_DIRECT 0.112
+score FONT_INVIS_DOTGOV 3.499
score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_MSGID 1.854
-score FONT_INVIS_NORDNS 1.098
-score FORGED_SPF_HELO 1.312
+score FONT_INVIS_MSGID 1.855
+score FONT_INVIS_NORDNS 1.114
+score FORGED_SPF_HELO 1.260
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.596
+score FORM_FRAUD_3 2.599
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.436
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.012
-score FROM_2_EMAILS_SHORT 2.996
-score FROM_BANK_NOAUTH 0.998
-score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.458
-score FROM_GOV_SPOOF 0.001 # force non-zero
+score FOUND_YOU 2.285
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 2.444
+score FROM_2_EMAILS_SHORT 2.999
+score FROM_BANK_NOAUTH 0.999
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.459
+score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.198
+score FROM_MISSP_DYNIP 2.199
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_FREEMAIL 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 3.499
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.164
-score FROM_NAME_EQ_TO_G_DRIVE 1.499
+score FROM_MULTI_NORDNS 2.687
+score FROM_NAME_EQ_TO_G_DRIVE 1.095
score FROM_NEWDOM_BTC 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.844
-score FROM_PAYPAL_SPOOF 0.001 # force non-zero
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 0.548
-score FSL_BULK_SIG 2.040
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
-score FSL_HELO_FAKE 1.247
+score FROM_NTLD_REPLY_FREEMAIL 0.825
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 0.551
+score FSL_BULK_SIG 2.038
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 1.612
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.197
+score FUZZY_AMAZON 2.199
score GB_FAKE_RF_SHORT 0.001
-score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.997
-score GOOG_REDIR_NORDNS 2.195
-score GOOG_STO_EMAIL_PHISH 2.585
-score GOOG_STO_HTML_PHISH 1.326
-score GOOG_STO_HTML_PHISH_MANY 1.037
-score GOOG_STO_IMG_HTML 2.997
-score GOOG_STO_NOIMG_HTML 2.996
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GOOGLE_DOC_SUSP 2.999
+score GOOG_REDIR_NORDNS 2.416
+score GOOG_STO_EMAIL_PHISH 2.419
+score GOOG_STO_HTML_PHISH 1.017
+score GOOG_STO_HTML_PHISH_MANY 0.001
+score GOOG_STO_IMG_HTML 2.999
+score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE 0.098
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.100
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 0.250
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.032
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 0.215
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.418
-score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.482
-score HTML_OFF_PAGE 2.932
-score HTML_SINGLET_MANY 2.494
+score HOSTED_IMG_DIRECT_MX 2.419
+score HOSTED_IMG_FREEM 3.499
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_FONT_TINY_NORDNS 1.499
+score HTML_OFF_PAGE 2.185
+score HTML_SINGLET_MANY 2.193
score HTML_TAG_BALANCE_CENTER 0.001
-score HTML_TEXT_INVISIBLE_FONT 0.672
-score HTML_TEXT_INVISIBLE_STYLE 1.683
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.399
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 1.308
-score LONG_IMG_URI 0.862
-score LONG_INVISIBLE_TEXT 1.067
+score HTML_TEXT_INVISIBLE_FONT 0.695
+score HTML_TEXT_INVISIBLE_STYLE 2.725
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.400
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
+score LONG_HEX_URI 1.345
+score LONG_IMG_URI 0.852
+score LONG_INVISIBLE_TEXT 1.052
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.203
-score MALWARE_NORDNS 0.691
-score MANY_SPAN_IN_TEXT 1.634
-score MAY_BE_FORGED 2.497
-score MILLION_HUNDRED 1.451
+score LOTTO_AGENT 1.078
+score MALWARE_NORDNS 0.701
+score MANY_SPAN_IN_TEXT 1.617
+score MAY_BE_FORGED 2.499
+score MILLION_HUNDRED 1.520
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.802
-score MIXED_CENTER_CASE 2.399
-score MIXED_ES 2.512
-score MIXED_FONT_CASE 1.229
-score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 1.314
+score MIXED_AREA_CASE 1.918
+score MIXED_CENTER_CASE 2.499
+score MIXED_ES 2.519
+score MIXED_FONT_CASE 2.027
+score MIXED_HREF_CASE 1.595
+score MIXED_IMG_CASE 2.752
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 0.764
-score MONEY_FROM_41 1.997
+score MONEY_FREEMAIL_REPTO 0.947
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.472
-score MSGID_WSP_TRAIL 0.712
-score MSMAIL_PRI_ABNORMAL 0.663
-score NAME_EMAIL_DIFF 0.001 # force non-zero
+score MONEY_NOHTML 1.294
+score MSGID_WSP_TRAIL 1.182
+score MSMAIL_PRI_ABNORMAL 0.001
+score NAME_EMAIL_DIFF 0.001
score NA_DOLLARS 0.001
-score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.070
-score NORDNS_LOW_CONTRAST 1.100
-score NOT_SPAM 2.896
-score NO_FM_NAME_IP_HOSTN 0.241
+score NEW_PRODUCTS 1.249
+score NICE_REPLY_A -0.001
+score NOT_SPAM 2.899
+score NO_FM_NAME_IP_HOSTN 0.251
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.238
-score NUMBEREND_LINKBAIT 0.999
+score NSL_RCVD_HELO_USER 1.322
+score NUMBEREND_LINKBAIT 0.132
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.541
-score ONLINE_MKTG_CNSLT 2.397
-score ORDER_TODAY 0.502
+score ODD_FREEM_REPTO 2.563
+score ONLINE_MKTG_CNSLT 2.399
+score ORDER_TODAY 1.554
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 0.509
+score PDS_DBL_URL_TNB_RUNON 0.546
score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.498
-score PDS_FROM_NAME_TO_DOMAIN 1.998
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
+score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.311
-score PDS_PHP_EVAL 1.498
+score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 0.709
-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 3.096
-score PHP_ORIG_SCRIPT 1.124
-score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 2.311
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_MKTG_HEADER 1.998
-score RATWARE_NO_RDNS 0.001
+score PDS_SHORTFWD_URISHRT_FP 0.590
+score PDS_SHORTFWD_URISHRT_QP 1.499
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TO_EQ_FROM_NAME 3.099
+score PHP_ORIG_SCRIPT 0.939
+score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_HEADER_LIST_SPOOF 2.999
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 2.683
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.615
-score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.420
+score RDNS_NUM_TLD_XM 2.032
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.807
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.896
-score SCC_NEWBIE_HASBEENS 0.784
-score SENDGRID_REDIR 1.216
-score SERGIO_SUBJECT_VIAGRA01 4.195
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.954
-score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_BODY_G_DRIVE_DYN 0.502
+score RISK_FREE 2.899
+score SCC_NEWBIE_HASBEENS 2.056
+score SENDGRID_REDIR 1.175
+score SERGIO_SUBJECT_VIAGRA01 4.199
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 1.523
+score SHORTENER_SHORT_SUBJ 2.999
+score SHORT_BODY_G_DRIVE_DYN 0.205
score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 2.290
-score SPOOFED_FREEMAIL 1.300
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SINGLETS_LOW_CONTRAST 2.592
+score SPOOFED_FREEMAIL 1.345
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 3.121
-score SPOOF_GMAIL_MID 0.946
-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 0.360
-score TO_EQ_FM_DIRECT_MX 0.010
-score TO_EQ_FM_DOM_HTML_ONLY 0.910
+score SPOOFED_FREEM_REPTO_CHN 0.821
+score SPOOF_GMAIL_MID 0.883
+score STATIC_XPRIO_OLE 1.999
+score TAGSTAT_IMG_NOT_RCVD_TGST 1.999
+score THIS_AD 0.899
+score THIS_IS_ADV_SUSP_NTLD 0.854
+score TO_EQ_FM_DIRECT_MX 0.002
+score TO_EQ_FM_DOM_HTML_ONLY 0.913
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 2.126
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.343
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.168
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.203
-score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 2.497
-score TVD_PH_BODY_META 2.696
-score TVD_RCVD_SPACE_BRACKET 1.662
-score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.854
-score UNICODE_OBFU_ASC 2.497
-score UPGRADE_MAILBOX 0.001
-score URI_DEOBFU_INSTR 4.195
-score URI_DOTEDU 1.326
-score URI_DQ_UNSUB 2.397
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.896
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_LONG_REPEAT 2.499
-score URI_ONLY_MSGID_MALF 0.001 # force non-zero
-score URI_PHISH 3.314
+score TO_NO_BRKTS_HTML_IMG 0.209
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_NORDNS_HTML 1.206
+score TO_NO_BRKTS_PCNT 2.499
+score TRANSFORM_LIFE 2.499
+score TVD_PH_BODY_META 2.699
+score TVD_RCVD_SPACE_BRACKET 1.908
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 2.406
+score UNICODE_OBFU_ASC 2.499
+score URI_DEOBFU_INSTR 4.199
+score URI_DOTEDU 0.901
+score URI_DQ_UNSUB 2.399
+score URI_FIREBASEAPP 2.999
+score URI_GOOGLE_PROXY 2.900
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_LONG_REPEAT 2.446
+score URI_ONLY_MSGID_MALF 0.001
+score URI_PHISH 3.313
score URI_PHP_REDIR 3.186
-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 0.570
-score WALMART_IMG_NOT_RCVD_WAL 0.203
-score WANT_TO_ORDER 2.747
-score WORD_INVIS_MANY 2.996
+score URI_TRY_3LD 1.085
+score URI_WPADMIN 2.399
+score URI_WP_HACKED 0.001 # force non-zero
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 0.574
+score WALMART_IMG_NOT_RCVD_WAL 1.730
+score WANT_TO_ORDER 2.749
+score WORD_INVIS_MANY 3.000
score XFER_LOTSA_MONEY 0.999
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 1.460
-score XM_RECPTID 2.996
+score XM_RANDOM 1.444
+score XM_RECPTID 2.999
score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.301
-score YOU_INHERIT 0.992
+score YOUR_DELIVERY_ADDRESS 0.305
+score YOU_INHERIT 0.619
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=1891650&r1=1891649&r2=1891650&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jul 19 02:52:51 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 242498 35.717% (99.680% of non-spam corpus)
-# Correctly spam: 335922 49.477% (77.106% of spam corpus)
-# False positives: 779 0.115% (0.320% of nonspam, 47763 weighted)
-# False negatives: 99740 14.691% (22.894% of spam, 176997 weighted)
-# Average score for spam: 11.7 nonspam: 0.6
+# Correctly non-spam: 241097 36.011% (99.691% of non-spam corpus)
+# Correctly spam: 326667 48.791% (76.382% of spam corpus)
+# False positives: 748 0.112% (0.309% of nonspam, 44769 weighted)
+# False negatives: 101006 15.086% (23.618% of spam, 178536 weighted)
+# Average score for spam: 11.2 nonspam: 0.6
# Average for false-pos: 6.8 false-neg: 1.8
-# TOTAL: 678939 100.00%
+# TOTAL: 669518 100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30342 99.71%
-# Correctly spam: 41642 76.67%
-# False positives: 89 0.29%
-# False negatives: 12672 23.33%
-# TCR(l=50): 3.172176 SpamRecall: 76.669% SpamPrec: 99.787%
+# Correctly non-spam: 30158 99.64%
+# Correctly spam: 40807 76.55%
+# False positives: 108 0.36%
+# False negatives: 12499 23.45%
+# TCR(l=50): 2.978155 SpamRecall: 76.552% SpamPrec: 99.736%

##### 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: 232655 95.63%
-# Correctly spam: 234751 53.88%
-# False positives: 10622 4.37%
-# False negatives: 200911 46.12%
-# TCR(l=50): 0.595158 SpamRecall: 53.884% SpamPrec: 95.671%
+# Correctly non-spam: 231233 95.61%
+# Correctly spam: 227257 53.14%
+# False positives: 10612 4.39%
+# False negatives: 200416 46.86%
+# TCR(l=50): 0.585039 SpamRecall: 53.138% SpamPrec: 95.539%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29120 95.69%
-# Correctly spam: 29183 53.73%
-# False positives: 1311 4.31%
-# False negatives: 25131 46.27%
-# TCR(l=50): 0.598957 SpamRecall: 53.730% SpamPrec: 95.701%
+# Correctly non-spam: 28958 95.68%
+# Correctly spam: 28212 52.92%
+# False positives: 1308 4.32%
+# False negatives: 25094 47.08%
+# TCR(l=50): 0.589056 SpamRecall: 52.925% SpamPrec: 95.569%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891650&r1=1891649&r2=1891650&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jul 19 02:52:51 2021
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 243716 35.620% (99.589% of non-spam corpus)
-# Correctly spam: 383490 56.048% (87.258% of spam corpus)
-# False positives: 1005 0.147% (0.411% of nonspam, 137065 weighted)
-# False negatives: 56001 8.185% (12.742% of spam, 115740 weighted)
-# Average score for spam: 16.3 nonspam: -0.8
+# Correctly non-spam: 243701 35.618% (99.583% of non-spam corpus)
+# Correctly spam: 383774 56.090% (87.322% of spam corpus)
+# False positives: 1020 0.149% (0.417% of nonspam, 138477 weighted)
+# False negatives: 55717 8.143% (12.678% of spam, 114364 weighted)
+# Average score for spam: 16.2 nonspam: -0.8
# Average for false-pos: 7.6 false-neg: 2.1
# TOTAL: 684212 100.00%

@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30463 99.63%
-# Correctly spam: 47841 87.32%
-# False positives: 113 0.37%
-# False negatives: 6947 12.68%
-# TCR(l=50): 4.349290 SpamRecall: 87.320% SpamPrec: 99.764%
+# Correctly non-spam: 30464 99.63%
+# Correctly spam: 47874 87.38%
+# False positives: 112 0.37%
+# 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"...