You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@spamassassin.apache.org by sp...@apache.org on 2021/01/31 02:57:40 UTC
svn commit: r1886075 [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=1886075&r1=1886074&r2=1886075&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Jan 31 02:57:40 2021
@@ -1,20 +1,20 @@
# Using score set 0 logs for revision 1886008 from:
# ham-axb-coi-bulk.r1886008.log ham-axb-generic.r1886008.log ham-axb-ham-misc.r1886008.log ham-darxus.r1886008.log ham-ena-week0.r1886008.log ham-ena-week1.r1886008.log ham-ena-week2.r1886008.log ham-ena-week3.r1886008.log ham-ena-week4.r1886008.log ham-giovanni-ham.r1886008.log ham-giovanni-spammy.r1886008.log ham-giovanni-spam.r1886008.log ham-grenier.r1886008.log ham-jbrooks.r1886008.log ham-jhardin.r1886008.log ham-llanga.r1886008.log ham-mmiroslaw-mails-ham.r1886008.log ham-mmiroslaw-mails-spam.r1886008.log ham-npiazzi.r1886008.log ham-pds.r1886008.log ham-sihde.r1886008.log ham-spamsponge.r1886008.log ham-thendrikx.r1886008.log spam-axb-coi-bulk.r1886008.log spam-axb-generic.r1886008.log spam-axb-ham-misc.r1886008.log spam-darxus.r1886008.log spam-ena-week0.r1886008.log spam-ena-week1.r1886008.log spam-ena-week2.r1886008.log spam-ena-week3.r1886008.log spam-ena-week4.r1886008.log spam-giovanni-ham.r1886008.log spam-giovanni-spammy.r1886008.log spam-giovanni-spam.r1886008.log s
pam-grenier.r1886008.log spam-jbrooks.r1886008.log spam-jhardin.r1886008.log spam-llanga.r1886008.log spam-mmiroslaw-mails-ham.r1886008.log spam-mmiroslaw-mails-spam.r1886008.log spam-npiazzi.r1886008.log spam-pds.r1886008.log spam-sihde.r1886008.log spam-spamsponge.r1886008.log spam-thendrikx.r1886008.log
-score ACCT_PHISHING_MANY 3.000
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 3.000
+score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 3.899
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.536
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.485
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.599
+score ADVANCE_FEE_3_NEW 2.600
score ADVANCE_FEE_3_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_3_NEW_MONEY 0.288
+score ADVANCE_FEE_3_NEW_MONEY 0.371
score ADVANCE_FEE_4_NEW 2.999
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.068
-score ADVANCE_FEE_4_NEW_MONEY 1.423
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.859
+score ADVANCE_FEE_4_NEW_MONEY 1.425
score ADVANCE_FEE_5_NEW 3.099
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
@@ -22,149 +22,149 @@ score ALIBABA_IMG_NOT_RCVD_ALI 2.4
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.443
-score BIGNUM_EMAILS 1.830
-score BIGNUM_EMAILS_MANY 1.986
-score BITCOIN_DEADLINE 1.557
-score BITCOIN_EXTORT_01 4.675
-score BITCOIN_MALF_HTML 3.420
-score BITCOIN_MALWARE 0.001
-score BITCOIN_OBFU_SUBJ 2.948
-score BITCOIN_PAY_ME 0.038
-score BITCOIN_SPAM_02 1.247
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.020
+score BIGNUM_EMAILS 2.052
+score BIGNUM_EMAILS_MANY 1.996
+score BITCOIN_DEADLINE 1.339
+score BITCOIN_EXTORT_01 4.502
+score BITCOIN_MALF_HTML 2.766
+score BITCOIN_MALWARE 0.003
+score BITCOIN_OBFU_SUBJ 2.957
+score BITCOIN_PAY_ME 0.168
+score BITCOIN_SPAM_02 1.733
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 3.419
+score BITCOIN_SPAM_07 3.292
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 0.707
-score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 0.203
+score BITCOIN_YOUR_INFO 0.763
+score BODY_EMPTY 2.000
+score BODY_SINGLE_URI 0.505
score BODY_SINGLE_WORD 0.099
-score BODY_URI_ONLY 1.699
-score BOGUS_MIME_VERSION 3.206
-score COMPENSATION 1.499
+score BODY_URI_ONLY 1.855
+score BOGUS_MIME_VERSION 3.499
+score COMPENSATION 0.752
score CTE_8BIT_MISMATCH 0.999
score DATE_IN_FUTURE_96_Q 2.399
score DEAR_BENEFICIARY 0.001
-score DOS_OUTLOOK_TO_MX_IMAGE 2.999
+score DOS_OUTLOOK_TO_MX_IMAGE 2.988
score DSN_NO_MIMEVERSION 1.999
-score EBAY_IMG_NOT_RCVD_EBAY 1.916
-score END_FUTURE_EMAILS 2.097
+score EBAY_IMG_NOT_RCVD_EBAY 1.005
+score END_FUTURE_EMAILS 2.100
score ENVFROM_GOOG_TRIX 2.999
score FAKE_REPLY_A1 2.899
-score FILL_THIS_FORM 1.199
-score FONT_INVIS_DIRECT 0.452
-score FONT_INVIS_HTML_NOHTML 1.939
-score FONT_INVIS_LONG_LINE 0.120
+score FILL_THIS_FORM 1.198
+score FONT_INVIS_DIRECT 0.360
+score FONT_INVIS_HTML_NOHTML 1.941
+score FONT_INVIS_LONG_LINE 0.117
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.967
+score FONT_INVIS_NORDNS 0.958
score FORGED_RELAY_MUA_TO_MX 3.999
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 1.681
+score FORM_FRAUD_3 1.684
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 3.399
-score FROM_2_EMAILS_SHORT 3.000
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 3.400
+score FROM_2_EMAILS_SHORT 2.999
score FROM_ADDR_WS 2.999
score FROM_IN_TO_AND_SUBJ 2.499
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.199
+score FROM_MISSP_FREEMAIL 3.299
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.673
+score FROM_MISSP_REPLYTO 1.652
score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.426
-score FROM_MULTI_NORDNS 0.671
+score FROM_MISSP_XPRIO 0.448
+score FROM_MULTI_NORDNS 0.446
score FROM_NTLD_LINKBAIT 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.808
+score FROM_NTLD_REPLY_FREEMAIL 1.544
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.519
+score FUZZY_BITCOIN 0.164
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.487
+score GB_FREEMAIL_DISPTO 0.486
score GB_GOOGLE_OBFUS 0.749
score GOOGLE_DOC_SUSP 2.999
-score GOOG_REDIR_NORDNS 2.500
-score GOOG_STO_HTML_PHISH 1.288
-score GOOG_STO_HTML_PHISH_MANY 2.789
+score GOOG_REDIR_NORDNS 2.498
+score GOOG_STO_HTML_PHISH 1.972
+score GOOG_STO_HTML_PHISH_MANY 2.875
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.601
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_NORDNS 2.602
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_FROM 0.999
+score HK_NAME_FM_MR_MRS 1.500
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 0.535
+score HK_WIN 1.000
+score HOSTED_IMG_DIRECT_MX 3.452
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_OFF_PAGE 2.999
+score HOSTED_IMG_MULTI_PUB_01 3.000
+score HTML_OFF_PAGE 3.000
score HTML_SINGLET_MANY 0.001
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 1.636
-score IMG_ONLY_FM_DOM_INFO 1.788
-score JH_SPAMMY_PATTERN01 2.850
-score KHOP_FAKE_EBAY 0.299
+score HTML_TEXT_INVISIBLE_STYLE 1.643
+score IMG_ONLY_FM_DOM_INFO 1.572
+score JH_SPAMMY_PATTERN01 1.346
+score KHOP_FAKE_EBAY 0.273
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.679
-score LONG_HEX_URI 2.654
-score LONG_IMG_URI 0.498
-score LONG_INVISIBLE_TEXT 0.039
+score LIST_PRTL_SAME_USER 0.411
+score LONG_HEX_URI 2.653
+score LONG_IMG_URI 0.504
+score LONG_INVISIBLE_TEXT 0.038
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.563
+score MILLION_HUNDRED 0.267
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_ES 2.299
-score MIXED_FONT_CASE 1.636
+score MIXED_FONT_CASE 1.632
score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 2.606
-score MONEY_ATM_CARD 2.184
+score MIXED_IMG_CASE 2.818
+score MONEY_ATM_CARD 0.557
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.799
-score MONEY_FRAUD_5 1.906
+score MONEY_FRAUD_3 2.333
+score MONEY_FRAUD_5 2.062
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 3.000
-score MONEY_FROM_41 1.799
+score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.704
+score MONEY_NOHTML 1.621
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 0.001 # force non-zero
+score MSM_PRIO_REPTO 0.001
score NA_DOLLARS 1.499
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.776
+score NORDNS_LOW_CONTRAST 1.774
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.171
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 1.643
score OBFU_BITCOIN 0.001
score OBFU_UNSUB_UL 2.299
score ODD_FREEM_REPTO 2.999
-score OFFER_ONLY_AMERICA 0.772
-score ONLINE_MKTG_CNSLT 2.599
-score ORDER_TODAY 1.485
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.334
+score OFFER_ONLY_AMERICA 1.015
+score ONLINE_MKTG_CNSLT 2.600
+score ORDER_TODAY 1.683
+score PDS_BAD_THREAD_QP_64 1.000
+score PDS_BRAND_SUBJ_NAKED_TO 1.000
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.642
+score PDS_BTC_NTLD 1.736
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 1.499
-score PDS_FRNOM_TODOM_DBL_URL 1.230
+score PDS_FRNOM_TODOM_DBL_URL 1.406
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 3.136
+score PDS_FROM_2_EMAILS 3.137
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_LITECOIN_ID 0.499
score PDS_NAKED_TO_NUMERO 1.999
@@ -172,22 +172,22 @@ score PDS_NO_FULL_NAME_SPOOFED_URL 0.7
score PDS_OTHER_BAD_TLD 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.499
-score PDS_SHORTFWD_URISHRT_QP 1.500
-score PDS_SHORT_SPOOFED_URL 2.000
+score PDS_SHORTFWD_URISHRT_QP 1.499
+score PDS_SHORT_SPOOFED_URL 1.999
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.803
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.797
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PHISH_FBASEAPP 1.201
+score PHISH_FBASEAPP 1.724
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 0.124
+score RATWARE_NO_RDNS 2.383
score RDNS_NUM_TLD_XM 2.999
-score REPLYTO_EMPTY 2.798
+score REPLYTO_EMPTY 2.797
score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_QQ 2.999
-score RISK_FREE 2.778
+score RISK_FREE 3.199
score SENDGRID_REDIR 1.499
score SENDGRID_REDIR_PHISH 3.499
score SERGIO_SUBJECT_VIAGRA01 0.720
@@ -196,53 +196,53 @@ score SHORTENED_URL_SRC 3.0
score SHORTENER_SHORT_IMG 0.001
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 1.099
-score SPOOF_GMAIL_MID 1.500
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 1.101
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 1.602
-score TEQF_USR_POLITE 0.501
+score TEQF_USR_POLITE 0.505
score THIS_AD 0.799
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.001 # force non-zero
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.252
-score TO_EQ_FM_HTML_ONLY 0.422
+score TO_EQ_FM_DOM_HTML_ONLY 1.364
+score TO_EQ_FM_HTML_ONLY 0.358
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.497
+score TO_NAME_SUBJ_NO_RDNS 2.498
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.286
+score TO_NO_BRKTS_MSFT 2.369
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.399
-score TVD_IP_HEX 3.127
-score TVD_IP_SING_HEX 2.822
+score TO_NO_BRKTS_PCNT 2.400
+score TVD_IP_HEX 2.937
+score TVD_IP_SING_HEX 2.831
score TVD_RCVD_SPACE_BRACKET 3.599
score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 2.499
score TVD_SUBJ_NUM_OBFU_MINFP 3.099
-score UNDISC_FREEM 2.899
-score UNDISC_MONEY 3.200
-score UPGRADE_MAILBOX 0.899
-score URI_DOTDOT_LOW_CNTRST 1.416
+score UNDISC_FREEM 2.999
+score UNDISC_MONEY 3.299
+score UPGRADE_MAILBOX 0.999
+score URI_DOTDOT_LOW_CNTRST 1.308
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.499
-score URI_HEX_IP 2.164
-score URI_MYSP_AC 3.799
+score URI_HEX_IP 2.499
+score URI_MYSP_AC 3.899
score URI_ONLY_MSGID_MALF 1.999
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.940
-score URI_WPADMIN 2.599
+score URI_TRY_3LD 1.936
+score URI_WPADMIN 2.699
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.496
+score VFY_ACCT_NORDNS 2.491
score XFER_LOTSA_MONEY 0.999
score XPRIO 0.001
-score YOU_INHERIT 2.400
+score YOU_INHERIT 2.399
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/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1886075&r1=1886074&r2=1886075&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jan 31 02:57:40 2021
@@ -1,254 +1,264 @@
-# Using score set 1 logs for revision 1885839 from:
-# ham-net-axb-coi-bulk.r1885839.log ham-net-axb-generic.r1885839.log ham-net-axb-ham-misc.r1885839.log ham-net-darxus.r1885839.log ham-net-ena-week0.r1885839.log ham-net-ena-week1.r1885839.log ham-net-ena-week2.r1885839.log ham-net-ena-week3.r1885839.log ham-net-ena-week4.r1885839.log ham-net-giovanni-ham.r1885839.log ham-net-giovanni-spammy.r1885839.log ham-net-giovanni-spam.r1885839.log ham-net-grenier.r1885839.log ham-net-jbrooks.r1885839.log ham-net-jhardin.r1885839.log ham-net-llanga.r1885839.log ham-net-mmiroslaw-mails-ham.r1885839.log ham-net-mmiroslaw-mails-spam.r1885839.log ham-net-npiazzi.r1885839.log ham-net-pds.r1885839.log ham-net-sihde.r1885839.log ham-net-spamsponge.r1885839.log ham-net-thendrikx.r1885839.log spam-net-axb-coi-bulk.r1885839.log spam-net-axb-generic.r1885839.log spam-net-axb-ham-misc.r1885839.log spam-net-darxus.r1885839.log spam-net-ena-week0.r1885839.log spam-net-ena-week1.r1885839.log spam-net-ena-week2.r1885839.log spam-net-ena-week3.r1885839.log sp
am-net-ena-week4.r1885839.log spam-net-giovanni-ham.r1885839.log spam-net-giovanni-spammy.r1885839.log spam-net-giovanni-spam.r1885839.log spam-net-grenier.r1885839.log spam-net-jbrooks.r1885839.log spam-net-jhardin.r1885839.log spam-net-llanga.r1885839.log spam-net-mmiroslaw-mails-ham.r1885839.log spam-net-mmiroslaw-mails-spam.r1885839.log spam-net-npiazzi.r1885839.log spam-net-pds.r1885839.log spam-net-sihde.r1885839.log spam-net-spamsponge.r1885839.log spam-net-thendrikx.r1885839.log
+# Using score set 1 logs for revision 1886049 from:
+# ham-net-axb-coi-bulk.r1886049.log ham-net-axb-generic.r1886049.log ham-net-axb-ham-misc.r1886049.log ham-net-darxus.r1886049.log ham-net-ena-week0.r1886049.log ham-net-ena-week1.r1886049.log ham-net-ena-week2.r1886049.log ham-net-ena-week3.r1886049.log ham-net-ena-week4.r1886049.log ham-net-giovanni-ham.r1886049.log ham-net-giovanni-spammy.r1886049.log ham-net-giovanni-spam.r1886049.log ham-net-grenier.r1886049.log ham-net-jbrooks.r1886049.log ham-net-jhardin.r1886049.log ham-net-llanga.r1886049.log ham-net-mmiroslaw-mails-ham.r1886049.log ham-net-mmiroslaw-mails-spam.r1886049.log ham-net-npiazzi.r1886049.log ham-net-pds.r1886049.log ham-net-sihde.r1886049.log ham-net-spamsponge.r1886049.log ham-net-thendrikx.r1886049.log spam-net-axb-coi-bulk.r1886049.log spam-net-axb-generic.r1886049.log spam-net-axb-ham-misc.r1886049.log spam-net-darxus.r1886049.log spam-net-ena-week0.r1886049.log spam-net-ena-week1.r1886049.log spam-net-ena-week2.r1886049.log spam-net-ena-week3.r1886049.log sp
am-net-ena-week4.r1886049.log spam-net-giovanni-ham.r1886049.log spam-net-giovanni-spammy.r1886049.log spam-net-giovanni-spam.r1886049.log spam-net-grenier.r1886049.log spam-net-jbrooks.r1886049.log spam-net-jhardin.r1886049.log spam-net-llanga.r1886049.log spam-net-mmiroslaw-mails-ham.r1886049.log spam-net-mmiroslaw-mails-spam.r1886049.log spam-net-npiazzi.r1886049.log spam-net-pds.r1886049.log spam-net-sihde.r1886049.log spam-net-spamsponge.r1886049.log spam-net-thendrikx.r1886049.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 1.887
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.728
-score ADVANCE_FEE_2_NEW_FORM 0.827
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.659
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.725
-score ADVANCE_FEE_4_NEW 2.253
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.399
-score ADVANCE_FEE_4_NEW_MONEY 0.395
-score ADVANCE_FEE_5_NEW 3.199
+score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 2.656
+score AC_HTML_NONSENSE_TAGS 1.325
+score ADMITS_SPAM 3.498
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.733
+score ADVANCE_FEE_2_NEW_MONEY 1.335
+score ADVANCE_FEE_3_NEW 1.703
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.399
+score ADVANCE_FEE_3_NEW_MONEY 0.087
+score ADVANCE_FEE_4_NEW 2.739
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW 2.899
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.086
-score BIGNUM_EMAILS 0.671
-score BITCOIN_DEADLINE 0.944
-score BITCOIN_EXTORT_01 4.157
-score BITCOIN_MALF_HTML 1.306
-score BITCOIN_OBFU_SUBJ 3.238
-score BITCOIN_PAY_ME 0.001
-score BITCOIN_SPAM_02 2.276
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.463
+score BIGNUM_EMAILS 1.414
+score BITCOIN_DEADLINE 0.882
+score BITCOIN_EXTORT_01 4.277
+score BITCOIN_IMGUR 3.499
+score BITCOIN_MALF_HTML 3.422
+score BITCOIN_OBFU_SUBJ 2.959
+score BITCOIN_PAY_ME 0.066
+score BITCOIN_SPAM_02 1.079
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.700
+score BITCOIN_SPAM_05 0.382
score BITCOIN_SPAM_07 3.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 0.001
+score BITCOIN_YOUR_INFO 0.503
score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 1.959
-score BODY_SINGLE_WORD 2.499
-score BODY_URI_ONLY 2.545
-score BOGUS_MIME_VERSION 3.189
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 0.270
+score BODY_URI_ONLY 2.262
+score BOGUS_MIME_VERSION 3.066
score CTE_8BIT_MISMATCH 0.999
+score DATE_IN_FUTURE_96_Q 2.299
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 3.000
-score DKIMWL_WL_HIGH -0.255
-score DKIMWL_WL_MED -0.001
-score DOS_OUTLOOK_TO_MX_IMAGE 3.085
+score DKIMWL_BL 2.999
+score DKIMWL_WL_HIGH -0.351
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DOS_OUTLOOK_TO_MX_IMAGE 2.699
score DSN_NO_MIMEVERSION 1.999
-score EBAY_IMG_NOT_RCVD_EBAY 1.073
-score END_FUTURE_EMAILS 1.536
-score ENVFROM_GOOG_TRIX 2.999
+score DYNAMIC_IMGUR 2.607
+score EBAY_IMG_NOT_RCVD_EBAY 2.277
+score END_FUTURE_EMAILS 1.390
+score ENVFROM_GOOG_TRIX 3.000
score FAKE_REPLY_A1 2.799
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 2.919
-score FONT_INVIS_HTML_NOHTML 0.843
-score FONT_INVIS_LONG_LINE 1.639
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_HTML_NOHTML 0.846
+score FONT_INVIS_LONG_LINE 2.383
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 2.499
-score FORGED_RELAY_MUA_TO_MX 3.999
-score FORGED_SPF_HELO 2.299
+score FORGED_RELAY_MUA_TO_MX 3.718
+score FORGED_SPF_HELO 2.199
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.001
+score FORM_FRAUD_3 2.185
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.243
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 1.280
score FROM_2_EMAILS_SHORT 2.999
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.999
-score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 0.466
+score FROM_GOV_DKIM_AU -0.001
+score FROM_GOV_SPOOF 1.000
+score FROM_IN_TO_AND_SUBJ 1.995
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.531
+score FROM_MISSP_DYNIP 1.159
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.058
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 3.099
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_MULTI_NORDNS 3.499
-score FROM_NTLD_REPLY_FREEMAIL 1.474
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.168
-score FROM_WSP_TRAIL 2.110
+score FROM_MISSP_XPRIO 1.217
+score FROM_MULTI_NORDNS 2.188
+score FROM_NTLD_LINKBAIT 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_PAYPAL_SPOOF 1.494
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.599
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_BITCOIN 0.001
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_OBFUS 0.749
-score GOOGLE_DOC_SUSP 1.396
-score GOOG_REDIR_NORDNS 3.099
-score GOOG_STO_HTML_PHISH 1.544
-score GOOG_STO_HTML_PHISH_MANY 2.445
-score GOOG_STO_IMG_NOHTML 2.500
+score GOOGLE_DOC_SUSP 0.598
+score GOOG_REDIR_NORDNS 3.193
+score GOOG_STO_HTML_PHISH 1.275
+score GOOG_STO_HTML_PHISH_MANY 1.548
+score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE 0.099
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.812
+score HDR_ORDER_FTSDMCXX_DIRECT 1.808
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-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 1.499
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.929
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.151
+score HK_WIN 1.000
+score HOSTED_IMG_DIRECT_MX 1.744
score HOSTED_IMG_FREEM 3.499
-score HTML_OFF_PAGE 2.999
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_FONT 0.440
-score HTML_TEXT_INVISIBLE_STYLE 1.607
-score IMG_ONLY_FM_DOM_INFO 2.499
-score JH_SPAMMY_PATTERN01 1.355
-score KHOP_FAKE_EBAY 0.042
-score KHOP_HELO_FCRDNS 0.400
-score LIST_PRTL_SAME_USER 0.923
-score LONG_HEX_URI 0.001
-score LONG_IMG_URI 0.952
-score LONG_INVISIBLE_TEXT 0.686
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 1.814
+score IMG_ONLY_FM_DOM_INFO 1.758
+score JH_SPAMMY_PATTERN01 0.705
+score KHOP_FAKE_EBAY 0.185
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PRTL_SAME_USER 0.441
+score LONG_HEX_URI 2.740
+score LONG_IMG_URI 1.201
+score LONG_INVISIBLE_TEXT 0.032
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001
-score MANY_HDRS_LCASE 0.099
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.340
+score LOTTO_AGENT 1.499
+score MAY_BE_FORGED 0.241
+score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.399
-score MIXED_FONT_CASE 2.499
+score MIXED_ES 2.199
+score MIXED_FONT_CASE 1.941
score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 2.881
-score MONEY_ATM_CARD 2.599
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 2.699
-score MONEY_FRAUD_5 0.001
+score MIXED_IMG_CASE 2.416
+score MONEY_ATM_CARD 2.699
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 2.800
+score MONEY_FRAUD_5 2.711
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.948
+score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.387
+score MONEY_NOHTML 1.144
score MSMAIL_PRI_ABNORMAL 0.001
-score NA_DOLLARS 1.431
-score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.883
-score NO_FM_NAME_IP_HOSTN 0.001
+score MSM_PRIO_REPTO 2.315
+score NA_DOLLARS 0.161
+score NICE_REPLY_A -0.079
+score NORDNS_LOW_CONTRAST 1.885
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.890
+score NSL_RCVD_HELO_USER 0.234
score OBFU_BITCOIN 0.001
+score OBFU_UNSUB_UL 2.229
+score ODD_FREEM_REPTO 2.503
score OFFER_ONLY_AMERICA 0.001
-score ONLINE_MKTG_CNSLT 2.599
+score ONLINE_MKTG_CNSLT 2.399
+score ORDER_TODAY 2.392
score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.334
+score PDS_BTC_NTLD 1.035
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001
+score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 3.499
+score PDS_FROM_2_EMAILS 3.374
score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_NAKED_TO_NUMERO 2.000
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_LITECOIN_ID 0.499
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
score PDS_OTHER_BAD_TLD 1.999
-score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
+score PDS_RDNS_DYNAMIC_FP 0.010
score PDS_SHORTFWD_URISHRT_FP 1.499
score PDS_SHORTFWD_URISHRT_QP 1.499
score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.107
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001
+score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001 # force non-zero
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.569
-score RATWARE_NO_RDNS 0.628
+score PHISH_FBASEAPP 0.810
+score PHP_SCRIPT 1.746
+score PP_MIME_FAKE_ASCII_TEXT 0.846
+score RATWARE_NO_RDNS 1.651
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score RDNS_NUM_TLD_XM 2.999
-score REPLYTO_EMPTY 3.697
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_QQ 2.999
-score RISK_FREE 2.537
+score REPLYTO_EMPTY 3.694
+score REPTO_419_FRAUD_GM 3.000
+score REPTO_419_FRAUD_QQ 2.946
+score RISK_FREE 2.999
score SENDGRID_REDIR 0.001
-score SENDGRID_REDIR_PHISH 2.336
-score SERGIO_SUBJECT_VIAGRA01 2.670
+score SENDGRID_REDIR_PHISH 3.056
+score SERGIO_SUBJECT_VIAGRA01 2.669
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 3.099
-score SHORTENER_SHORT_IMG 1.518
-score SHORTENER_SHORT_SUBJ 1.051
+score SHORTENED_URL_SRC 2.999
+score SHORTENER_SHORT_IMG 1.258
+score SHORTENER_SHORT_SUBJ 1.058
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.500
+score SPOOFED_FREEMAIL 1.551
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 0.276
-score STATIC_XPRIO_OLE 1.999
+score SPOOFED_FREEM_REPTO 2.446
+score SPOOF_GMAIL_MID 0.615
+score STATIC_XPRIO_OLE 0.938
score STOCK_LOW_CONTRAST 0.001
score TEQF_USR_POLITE 0.001
score THIS_AD 0.699
-score THIS_IS_ADV_SUSP_NTLD 0.001 # force non-zero
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
-score TO_EQ_FM_DIRECT_MX 1.556
-score TO_EQ_FM_DOM_HTML_IMG 0.128
-score TO_EQ_FM_DOM_HTML_ONLY 1.274
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.299
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 1.596
+score TO_EQ_FM_DOM_HTML_IMG 0.858
+score TO_EQ_FM_DOM_HTML_ONLY 1.100
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 1.084
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.237
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.242
+score TO_NO_BRKTS_FROM_MSSP 0.001
+score TO_NO_BRKTS_HTML_IMG 1.214
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_MSFT 0.001 # force non-zero
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.399
-score TVD_IP_HEX 3.499
-score TVD_IP_SING_HEX 0.954
-score TVD_RCVD_SPACE_BRACKET 3.499
-score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_NUM_OBFU_MINFP 0.852
-score UPGRADE_MAILBOX 0.239
+score TO_NO_BRKTS_PCNT 2.397
+score TVD_IP_HEX 1.987
+score TVD_IP_SING_HEX 1.863
+score TVD_RCVD_SPACE_BRACKET 3.299
+score TVD_SPACE_ENCODED 0.948
+score TVD_SPACE_RATIO_MINFP 1.801
+score TVD_SUBJ_NUM_OBFU_MINFP 0.059
+score UNDISC_FREEM 2.799
+score UNDISC_MONEY 3.099
+score UPGRADE_MAILBOX 0.025
score URI_DOTDOT_LOW_CNTRST 2.499
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.399
-score URI_HEX_IP 1.788
-score URI_MYSP_AC 3.195
+score URI_HEX_IP 2.489
+score URI_MYSP_AC 2.539
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.370
+score URI_PHISH 3.629
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 2.000
-score URI_WPADMIN 2.499
-score URI_WP_DIRINDEX 3.500
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.599
+score URI_WP_DIRINDEX 2.805
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.913
-score WORD_INVIS 2.999
-score WORD_INVIS_MANY 2.531
+score VFY_ACCT_NORDNS 2.901
score XFER_LOTSA_MONEY 0.999
+score YOU_INHERIT 2.209
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -259,6 +269,7 @@ score AC_SPAMMY_URI_PATTERNS3 1.0
score AC_SPAMMY_URI_PATTERNS4 1.000
score AC_SPAMMY_URI_PATTERNS8 1.000
score AC_SPAMMY_URI_PATTERNS9 1.000
+score ADVANCE_FEE_2_NEW_FORM 1.000
score AD_PREFS 0.250
score APP_DEVELOPMENT_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
@@ -298,7 +309,6 @@ score FROM_BANK_NOAUTH 1.0
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
-score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -326,13 +336,13 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 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
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
-score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -365,11 +375,13 @@ score SPOOFED_FREEM_REPTO_CHN 1.0
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SYSADMIN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
+score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
@@ -378,5 +390,7 @@ score URI_OPTOUT_3LD 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score WORD_INVIS 1.000
+score WORD_INVIS_MANY 1.000
score XPRIO 1.000
score XPRIO_SHORT_SUBJ 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1886075&r1=1886074&r2=1886075&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jan 31 02:57:40 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 248696 32.546% (99.592% of non-spam corpus)
-# Correctly spam: 392599 51.379% (76.320% of spam corpus)
-# False positives: 1020 0.133% (0.408% of nonspam, 68240 weighted)
-# False negatives: 121812 15.941% (23.680% of spam, 251378 weighted)
-# Average score for spam: 11.4 nonspam: 0.6
-# Average for false-pos: 6.5 false-neg: 2.1
-# TOTAL: 764127 100.00%
+# Correctly non-spam: 248639 32.539% (99.569% of non-spam corpus)
+# Correctly spam: 392807 51.406% (76.361% of spam corpus)
+# False positives: 1077 0.141% (0.431% of nonspam, 71193 weighted)
+# False negatives: 121598 15.913% (23.639% of spam, 250977 weighted)
+# Average score for spam: 11.4 nonspam: 0.7
+# Average for false-pos: 6.4 false-neg: 2.1
+# TOTAL: 764121 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30998 99.53%
-# Correctly spam: 48864 76.04%
-# False positives: 145 0.47%
-# False negatives: 15401 23.96%
-# TCR(l=50): 2.837182 SpamRecall: 76.035% SpamPrec: 99.704%
+# Correctly non-spam: 30931 99.32%
+# Correctly spam: 48884 76.07%
+# False positives: 212 0.68%
+# False negatives: 15381 23.93%
+# TCR(l=50): 2.473538 SpamRecall: 76.066% SpamPrec: 99.568%
##### 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: 241189 96.59%
-# Correctly spam: 332089 64.56%
+# Correctly spam: 332115 64.56%
# False positives: 8527 3.41%
-# False negatives: 182322 35.44%
-# TCR(l=50): 0.845137 SpamRecall: 64.557% SpamPrec: 97.497%
+# False negatives: 182290 35.44%
+# TCR(l=50): 0.845171 SpamRecall: 64.563% SpamPrec: 97.497%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30116 96.70%
-# Correctly spam: 41368 64.37%
+# Correctly spam: 41339 64.33%
# False positives: 1027 3.30%
-# False negatives: 22897 35.63%
-# TCR(l=50): 0.865557 SpamRecall: 64.371% SpamPrec: 97.578%
+# False negatives: 22926 35.67%
+# TCR(l=50): 0.865219 SpamRecall: 64.326% SpamPrec: 97.576%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1886075&r1=1886074&r2=1886075&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jan 31 02:57:40 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 239913 32.093% (99.658% of non-spam corpus)
-# Correctly spam: 427840 57.232% (84.416% of spam corpus)
-# False positives: 823 0.110% (0.342% of nonspam, 122621 weighted)
-# False negatives: 78981 10.565% (15.584% of spam, 189038 weighted)
-# Average score for spam: 17.8 nonspam: -0.5
-# Average for false-pos: 7.1 false-neg: 2.4
-# TOTAL: 747557 100.00%
+# Correctly non-spam: 252333 32.878% (99.662% of non-spam corpus)
+# Correctly spam: 454399 59.206% (88.353% of spam corpus)
+# False positives: 856 0.112% (0.338% of nonspam, 115299 weighted)
+# False negatives: 59900 7.805% (11.647% of spam, 121096 weighted)
+# Average score for spam: 17.9 nonspam: -0.5
+# Average for false-pos: 6.6 false-neg: 2.0
+# TOTAL: 767488 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30015 99.65%
-# Correctly spam: 53355 84.31%
-# False positives: 104 0.35%
-# False negatives: 9927 15.69%
-# TCR(l=50): 4.183381 SpamRecall: 84.313% SpamPrec: 99.805%
+# Correctly non-spam: 31515 99.72%
+# Correctly spam: 56769 88.35%
+# False positives: 88 0.28%
+# False negatives: 7484 11.65%
+# TCR(l=50): 5.406681 SpamRecall: 88.352% SpamPrec: 99.845%
##### 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: 238261 98.97%
-# Correctly spam: 337610 66.61%
-# False positives: 2475 1.03%
-# False negatives: 169211 33.39%
-# TCR(l=50): 1.729995 SpamRecall: 66.613% SpamPrec: 99.272%
+# Correctly non-spam: 250704 99.02%
+# Correctly spam: 338434 65.80%
+# False positives: 2485 0.98%
+# False negatives: 175865 34.20%
+# TCR(l=50): 1.713673 SpamRecall: 65.805% SpamPrec: 99.271%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29806 98.96%
-# Correctly spam: 42026 66.41%
-# False positives: 313 1.04%
-# False negatives: 21256 33.59%
-# TCR(l=50): 1.714681 SpamRecall: 66.411% SpamPrec: 99.261%
+# Correctly non-spam: 31315 99.09%
+# Correctly spam: 41986 65.34%
+# False positives: 288 0.91%
+# False negatives: 22267 34.66%
+# TCR(l=50): 1.752339 SpamRecall: 65.345% SpamPrec: 99.319%