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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/03/12 02:43:49 UTC
svn commit: r1898866 [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=1898866&r1=1898865&r2=1898866&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Mar 12 02:43:48 2022
@@ -1,183 +1,184 @@
-# Using score set 0 logs for revision 1898818 from:
-# ham-darxus.r1898818.log ham-ena-week0.r1898818.log ham-ena-week1.r1898818.log ham-ena-week2.r1898818.log ham-ena-week3.r1898818.log ham-ena-week4.r1898818.log ham-giovanni-ham.r1898818.log ham-giovanni-spammy.r1898818.log ham-giovanni-spam.r1898818.log ham-grenier.r1898818.log ham-hege.r1898818.log ham-jhardin.r1898818.log ham-llanga.r1898818.log ham-mmiroslaw-mails-ham.r1898818.log ham-mmiroslaw-mails-spam.r1898818.log ham-pds.r1898818.log ham-spamsponge.r1898818.log ham-thendrikx.r1898818.log spam-darxus.r1898818.log spam-ena-week0.r1898818.log spam-ena-week1.r1898818.log spam-ena-week2.r1898818.log spam-ena-week3.r1898818.log spam-ena-week4.r1898818.log spam-giovanni-ham.r1898818.log spam-giovanni-spammy.r1898818.log spam-giovanni-spam.r1898818.log spam-grenier.r1898818.log spam-hege.r1898818.log spam-jhardin.r1898818.log spam-llanga.r1898818.log spam-mmiroslaw-mails-ham.r1898818.log spam-mmiroslaw-mails-spam.r1898818.log spam-pds.r1898818.log spam-spamsponge.r1898818.log spam-
thendrikx.r1898818.log
+# Using score set 0 logs for revision 1898844 from:
+# ham-darxus.r1898844.log ham-ena-week0.r1898844.log ham-ena-week1.r1898844.log ham-ena-week2.r1898844.log ham-ena-week3.r1898844.log ham-ena-week4.r1898844.log ham-giovanni-ham.r1898844.log ham-giovanni-spammy.r1898844.log ham-giovanni-spam.r1898844.log ham-grenier.r1898844.log ham-hege.r1898844.log ham-jhardin.r1898844.log ham-llanga.r1898844.log ham-mmiroslaw-mails-ham.r1898844.log ham-mmiroslaw-mails-spam.r1898844.log ham-pds.r1898844.log ham-spamsponge.r1898844.log ham-thendrikx.r1898844.log spam-darxus.r1898844.log spam-ena-week0.r1898844.log spam-ena-week1.r1898844.log spam-ena-week2.r1898844.log spam-ena-week3.r1898844.log spam-ena-week4.r1898844.log spam-giovanni-ham.r1898844.log spam-giovanni-spammy.r1898844.log spam-giovanni-spam.r1898844.log spam-grenier.r1898844.log spam-hege.r1898844.log spam-jhardin.r1898844.log spam-llanga.r1898844.log spam-mmiroslaw-mails-ham.r1898844.log spam-mmiroslaw-mails-spam.r1898844.log spam-pds.r1898844.log spam-spamsponge.r1898844.log spam-
thendrikx.r1898844.log
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 3.297
+score ADMITS_SPAM 3.296
score ADVANCE_FEE_2_NEW_FORM 1.997
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.067
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.435
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.235
+score ADVANCE_FEE_3_NEW 3.370
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 2.996
score ADVANCE_FEE_4_NEW 2.497
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.699
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.596
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.497
+score ALIBABA_IMG_NOT_RCVD_ALI 2.498
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 0.948
+score AXB_XM_FORGED_OL2600 1.890
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 0.727
-score BITCOIN_EXTORT_01 3.515
-score BITCOIN_MALF_HTML 3.105
+score BITCOIN_DEADLINE 0.707
+score BITCOIN_EXTORT_01 3.510
+score BITCOIN_MALF_HTML 1.812
score BITCOIN_OBFU_SUBJ 3.496
-score BITCOIN_SPAM_02 2.122
+score BITCOIN_SPAM_02 1.160
score BITCOIN_SPAM_04 1.498
-score BITCOIN_SPAM_07 2.249
-score BITCOIN_XPRIO 1.601
-score BITCOIN_YOUR_INFO 1.492
-score BODY_EMPTY 1.300
-score BOGUS_MIME_VERSION 3.445
-score BOGUS_MSM_HDRS 2.137
-score CK_HELO_GENERIC 0.248
+score BITCOIN_SPAM_07 2.836
+score BITCOIN_XPRIO 0.908
+score BITCOIN_YOUR_INFO 1.488
+score BODY_EMPTY 1.407
+score BOGUS_MIME_VERSION 2.605
+score BOGUS_MSM_HDRS 1.395
+score CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML 2.497
-score CONTENT_AFTER_HTML_WEAK 1.499
+score CONTENT_AFTER_HTML_WEAK 1.498
score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 1.193
-score FAKE_REPLY_A1 2.898
+score DEAR_BENEFICIARY 0.116
+score FAKE_REPLY_A1 1.417
score FAKE_REPLY_B 3.496
-score FILL_THIS_FORM 1.201
+score FILL_THIS_FORM 1.198
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 1.681
-score FONT_INVIS_MSGID 2.497
+score FONT_INVIS_LONG_LINE 1.688
+score FONT_INVIS_MSGID 1.935
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.892
-score FORM_FRAUD_5 2.586
+score FONT_INVIS_POSTEXTRAS 2.887
+score FORM_FRAUD_5 2.148
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 3.296
-score FROM_2_EMAILS_SHORT 2.530
-score FROM_ADDR_WS 2.996
+score FROM_2_EMAILS_SHORT 0.756
+score FROM_ADDR_WS 2.671
score FROM_IN_TO_AND_SUBJ 2.497
score FROM_MISSPACED 1.997
score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 1.997
-score FROM_MISSP_FREEMAIL 1.151
+score FROM_MISSP_EH_MATCH 1.998
+score FROM_MISSP_FREEMAIL 1.809
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
-score FROM_MISSP_TO_UNDISC 1.039
+score FROM_MISSP_TO_UNDISC 1.560
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.352
-score FROM_NTLD_LINKBAIT 0.312
-score FROM_NTLD_REPLY_FREEMAIL 1.919
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_MULTI_NORDNS 2.249
+score FROM_NTLD_LINKBAIT 0.736
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_UNBAL1 2.314
-score FROM_WSP_TRAIL 2.498
+score FROM_UNBAL1 2.397
+score FROM_WSP_TRAIL 2.596
score FSL_CTYPE_WIN1251 3.595
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.896
score FUZZY_CLICK_HERE 2.596
score FUZZY_WALLET 3.396
score GAPPY_LOW_CONTRAST 2.497
-score GB_FAKE_RF_SHORT 1.001
+score GB_FAKE_RF_SHORT 1.009
score GB_FREEMAIL_DISPTO 0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOG_MALWARE_DNLD 2.813
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
+score GOOG_MALWARE_DNLD 4.662
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.615
-score GOOG_STO_EMAIL_PHISH 2.578
-score GOOG_STO_HTML_PHISH 1.727
-score GOOG_STO_HTML_PHISH_MANY 0.649
-score GOOG_STO_IMG_HTML 1.023
+score GOOG_REDIR_NORDNS 2.603
+score GOOG_REDIR_SHORT 2.297
+score GOOG_STO_EMAIL_PHISH 1.940
+score GOOG_STO_HTML_PHISH 0.197
+score GOOG_STO_HTML_PHISH_MANY 0.582
+score GOOG_STO_IMG_HTML 2.852
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_NO_RELAY 2.497
score HAS_X_OUTGOING_SPAM_STAT 1.997
score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 1.997
-score HDR_ORDER_FTSDMCXX_NORDNS 3.360
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HDR_ORDER_FTSDMCXX_NORDNS 3.019
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
score HK_NAME_FM_MR_MRS 0.001
score HK_NAME_FROM 0.998
score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HK_WIN 0.998
+score HK_WIN 0.999
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.497
-score HOSTED_IMG_MULTI_PUB_01 2.997
-score HTML_ENTITY_ASCII 2.635
+score HOSTED_IMG_FREEM 3.496
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.929
score HTML_ENTITY_ASCII_TINY 2.996
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 2.302
-score HTML_TEXT_INVISIBLE_STYLE 3.496
+score HTML_TAG_BALANCE_CENTER 3.932
+score HTML_TEXT_INVISIBLE_STYLE 3.497
score IMG_ONLY_FM_DOM_INFO 2.497
score JH_SPAMMY_HEADERS 3.496
-score LONGLN_LOW_CONTRAST 2.497
+score JH_SPAMMY_PATTERN01 0.901
+score LONGLN_LOW_CONTRAST 2.498
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 1.173
-score LONG_INVISIBLE_TEXT 1.435
+score LONG_IMG_URI 0.405
+score LONG_INVISIBLE_TEXT 1.434
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.312
+score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 1.758
+score MALWARE_NORDNS 0.985
score MALW_ATTACH 2.397
-score MANY_SPAN_IN_TEXT 2.297
-score MILLION_HUNDRED 1.688
-score MILLION_USD 0.106
-score MIMEOLE_DIRECT_TO_MX 1.997
-score MIXED_AREA_CASE 1.995
-score MIXED_CENTER_CASE 2.497
-score MIXED_CTYPE_CASE 2.721
-score MIXED_ES 2.896
-score MIXED_FONT_CASE 1.570
+score MANY_SPAN_IN_TEXT 2.298
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.001 # force non-zero
+score MIMEOLE_DIRECT_TO_MX 1.998
+score MIXED_AREA_CASE 0.305
+score MIXED_CENTER_CASE 2.498
+score MIXED_CTYPE_CASE 1.226
+score MIXED_ES 2.796
+score MIXED_FONT_CASE 0.263
score MIXED_HREF_CASE 1.997
-score MIXED_IMG_CASE 0.481
+score MIXED_IMG_CASE 1.348
score MONEY_ATM_CARD 0.001
-score MONEY_BARRISTER 0.001
+score MONEY_BARRISTER 0.067
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.497
-score MONEY_FRAUD_3 1.904
-score MONEY_FRAUD_5 3.296
+score MONEY_FORM_SHORT 2.498
+score MONEY_FRAUD_3 3.199
+score MONEY_FRAUD_5 3.297
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.545
+score MONEY_FREEMAIL_REPTO 2.539
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 1.997
-score MSMAIL_PRI_ABNORMAL 1.499
-score NAME_EMAIL_DIFF 3.795
+score MSMAIL_PRI_ABNORMAL 0.825
+score NAME_EMAIL_DIFF 3.895
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.139
+score NICE_REPLY_A -2.175
score NORDNS_LOW_CONTRAST 1.887
-score NO_FM_NAME_IP_HOSTN 0.001
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.765
-score NUMBEREND_LINKBAIT 0.839
+score NSL_RCVD_HELO_USER 1.836
+score NUMBEREND_LINKBAIT 0.001
score OBFU_JVSCR_ESC 2.297
-score OBFU_TEXT_ATTACH 1.597
+score OBFU_TEXT_ATTACH 1.598
score ODD_FREEM_REPTO 2.996
-score PDS_BTC_ID 0.498
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.998
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.225
+score PDS_FRNOM_TODOM_DBL_URL 1.055
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 0.172
+score PDS_FROM_2_EMAILS_SHRTNER 0.412
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 1.498
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_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.998
-score PDS_TO_EQ_FROM_NAME 1.194
-score PHISH_FBASEAPP 1.291
+score PDS_SHORTFWD_URISHRT_FP 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PDS_TO_EQ_FROM_NAME 2.149
+score PHISH_FBASEAPP 0.862
score PHP_ORIG_SCRIPT 2.497
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
@@ -186,57 +187,58 @@ score PP_MIME_FAKE_ASCII_TEXT 0.9
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_HEADER_MANY 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.999
-score RDNS_NUM_TLD_XM 2.999
+score RATWARE_NO_RDNS 2.667
+score RDNS_NUM_TLD_XM 1.793
score REPLYTO_EMPTY 3.096
score REPTO_419_FRAUD_GM 2.996
-score SCC_BODY_URI_ONLY 3.096
-score SCC_ISEMM_LID_1 2.243
-score SCRIPT_GIBBERISH 2.796
-score SENDGRID_REDIR 1.289
-score SERGIO_SUBJECT_PORN011 2.596
-score SERGIO_SUBJECT_VIAGRA01 4.195
+score SCC_BODY_URI_ONLY 2.996
+score SCC_ISEMM_LID_1 2.302
+score SCRIPT_GIBBERISH 2.896
+score SENDGRID_REDIR 1.287
+score SERGIO_SUBJECT_PORN011 2.696
+score SERGIO_SUBJECT_VIAGRA01 3.890
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 0.403
+score SHORTENED_URL_SRC 2.161
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.394
+score STATIC_XPRIO_OLE 0.410
+score STOX_BOUND_090909_B 2.796
score SUBJ_ATTENTION 0.498
score THIS_AD 1.498
-score THIS_IS_ADV_SUSP_NTLD 0.682
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.618
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.497
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 TVD_PH_BODY_META 3.096
-score TVD_RCVD_SPACE_BRACKET 1.603
+score TVD_PH_BODY_META 0.377
+score TVD_RCVD_SPACE_BRACKET 0.584
score UNDISC_FREEM 3.895
-score UNDISC_MONEY 3.796
+score UNDISC_MONEY 3.795
score UNICODE_OBFU_ASC 2.497
score UNSUB_GOOG_FORM 2.497
-score URI_AZURE_CLOUDAPP 1.817
-score URI_DOTEDU 0.297
+score URI_AZURE_CLOUDAPP 1.241
+score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.896
score URI_GOOG_STO_SPAMMY 2.996
score URI_IN_URI_10 3.496
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.951
-score URI_WPADMIN 2.097
+score URI_TRY_3LD 1.997
+score URI_WPADMIN 2.098
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.999
-score WORD_INVIS 2.996
+score WORD_INVIS 1.989
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.998
score XM_LIGHT_HEAVY 2.497
score XM_RANDOM 2.497
-score XM_RECPTID 2.996
-score YOU_INHERIT 2.696
+score XM_RECPTID 2.997
+score YOU_INHERIT 0.693
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -306,7 +308,6 @@ score HOSTED_IMG_MULTI 1.0
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_SINGLET_MANY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
-score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score KHOP_HELO_FCRDNS 0.400
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -315,6 +316,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -366,7 +368,9 @@ score SYSADMIN 1.0
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
+score TO_NO_BRKTS_MSFT 1.000
score TUMBLR_IMG_NOT_RCVD_TUMB 1.000
+score TVD_SPACE_ENCODED 1.000
score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1898866&r1=1898865&r2=1898866&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Mar 12 02:43:48 2022
@@ -1,262 +1,265 @@
# Using score set 1 logs for revision 1898619 from:
# ham-net-darxus.r1898619.log ham-net-ena-week0.r1898619.log ham-net-ena-week1.r1898619.log ham-net-ena-week2.r1898619.log ham-net-ena-week3.r1898619.log ham-net-ena-week4.r1898619.log ham-net-giovanni-ham.r1898619.log ham-net-giovanni-spammy.r1898619.log ham-net-giovanni-spam.r1898619.log ham-net-grenier.r1898619.log ham-net-hege.r1898619.log ham-net-jhardin.r1898619.log ham-net-llanga.r1898619.log ham-net-mmiroslaw-mails-ham.r1898619.log ham-net-mmiroslaw-mails-spam.r1898619.log ham-net-pds.r1898619.log ham-net-spamsponge.r1898619.log ham-net-thendrikx.r1898619.log spam-net-darxus.r1898619.log spam-net-ena-week0.r1898619.log spam-net-ena-week1.r1898619.log spam-net-ena-week2.r1898619.log spam-net-ena-week3.r1898619.log spam-net-ena-week4.r1898619.log spam-net-giovanni-ham.r1898619.log spam-net-giovanni-spammy.r1898619.log spam-net-giovanni-spam.r1898619.log spam-net-grenier.r1898619.log spam-net-hege.r1898619.log spam-net-jhardin.r1898619.log spam-net-llanga.r1898619.log spam-net-
mmiroslaw-mails-ham.r1898619.log spam-net-mmiroslaw-mails-spam.r1898619.log spam-net-pds.r1898619.log spam-net-spamsponge.r1898619.log spam-net-thendrikx.r1898619.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.899
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.231
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 2.896
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.368
+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 0.070
-score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.100
-score ADVANCE_FEE_4_NEW_MONEY 1.433
-score ADVANCE_FEE_5_NEW 1.130
+score ADVANCE_FEE_3_NEW_MONEY 0.243
+score ADVANCE_FEE_4_NEW 2.197
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.909
+score ADVANCE_FEE_4_NEW_MONEY 1.441
+score ADVANCE_FEE_5_NEW 1.011
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.754
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 0.826
-score APP_DEVELOPMENT_NORDNS 0.799
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.785
-score BIGNUM_EMAILS_FREEM 2.319
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.253
-score BITCOIN_EXTORT_01 4.246
-score BITCOIN_MALF_HTML 1.561
-score BITCOIN_OBFU_SUBJ 0.660
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_04 1.499
-score BITCOIN_SPAM_07 3.499
-score BITCOIN_XPRIO 1.531
-score BITCOIN_YOUR_INFO 1.890
-score BODY_EMPTY 1.214
-score BODY_URI_ONLY 0.621
-score BOGUS_MIME_VERSION 2.546
-score CK_HELO_GENERIC 0.001 # force non-zero
-score CONTENT_AFTER_HTML 2.499
-score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 1.639
-score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.483
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.999
-score END_FUTURE_EMAILS 1.228
-score FAKE_REPLY_A1 0.812
-score FAKE_REPLY_B 2.350
+score ADVANCE_FEE_5_NEW_MONEY 1.728
+score AD_PREFS 0.463
+score ALIBABA_IMG_NOT_RCVD_ALI 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 0.817
+score APP_DEVELOPMENT_NORDNS 1.935
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.234
+score BIGNUM_EMAILS_FREEM 1.595
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_DEADLINE 1.551
+score BITCOIN_EXTORT_01 2.948
+score BITCOIN_MALF_HTML 2.873
+score BITCOIN_MALWARE 2.818
+score BITCOIN_OBFU_SUBJ 1.206
+score BITCOIN_SPAM_02 2.001
+score BITCOIN_SPAM_04 1.498
+score BITCOIN_SPAM_07 3.379
+score BITCOIN_XPRIO 0.555
+score BITCOIN_YOUR_INFO 1.887
+score BODY_EMPTY 1.044
+score BODY_URI_ONLY 0.617
+score BOGUS_MIME_VERSION 2.544
+score CK_HELO_GENERIC 0.001
+score CONTENT_AFTER_HTML 2.497
+score CONTENT_AFTER_HTML_WEAK 1.498
+score CTE_8BIT_MISMATCH 0.001
+score DEAR_BENEFICIARY 1.514
+score DKIMWL_BL 2.997
+score DKIMWL_WL_HIGH -0.481
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.998
+score END_FUTURE_EMAILS 0.886
+score FAKE_REPLY_A1 0.445
+score FAKE_REPLY_B 2.510
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 1.098
-score FONT_INVIS_MSGID 0.587
-score FONT_INVIS_NORDNS 0.145
-score FONT_INVIS_POSTEXTRAS 2.184
-score FORGED_SPF_HELO 0.662
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.574
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_LONG_LINE 1.068
+score FONT_INVIS_MSGID 0.866
+score FONT_INVIS_NORDNS 0.001
+score FONT_INVIS_POSTEXTRAS 2.175
+score FORGED_SPF_HELO 0.557
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 1.890
score FORM_FRAUD_5 0.001
-score FOUND_YOU 0.399
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 3.199
-score FROM_2_EMAILS_SHORT 1.704
-score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
+score FOUND_YOU 2.396
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 3.196
+score FROM_2_EMAILS_SHORT 2.302
+score FROM_ADDR_WS 2.996
+score FROM_BANK_NOAUTH 0.998
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_IN_TO_AND_SUBJ 2.199
-score FROM_MISSPACED 1.999
-score FROM_MISSP_EH_MATCH 1.999
+score FROM_IN_TO_AND_SUBJ 2.197
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 2.097
+score FROM_MISSP_EH_MATCH 1.997
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 3.299
-score FROM_MISSP_PHISH 0.852
+score FROM_MISSP_MSFT 3.296
+score FROM_MISSP_PHISH 0.376
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.299
-score FROM_MISSP_USER 2.402
-score FROM_MULTI_NORDNS 1.012
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_PAYPAL_SPOOF 0.222
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.501
-score FROM_UNBAL1 2.199
-score FROM_WSP_TRAIL 2.299
-score FSL_BULK_SIG 2.402
-score FSL_CTYPE_WIN1251 2.103
-score FSL_NEW_HELO_USER 1.999
-score FUZZY_AMAZON 2.699
-score FUZZY_CLICK_HERE 2.299
-score FUZZY_WALLET 3.199
+score FROM_MISSP_TO_UNDISC 2.197
+score FROM_MISSP_USER 2.425
+score FROM_MULTI_NORDNS 1.003
+score FROM_NTLD_LINKBAIT 1.633
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.499
+score FROM_UNBAL1 2.197
+score FROM_WSP_TRAIL 2.297
+score FSL_BULK_SIG 2.463
+score FSL_CTYPE_WIN1251 2.626
+score FSL_NEW_HELO_USER 1.997
+score FUZZY_AMAZON 2.696
+score FUZZY_CLICK_HERE 2.297
+score FUZZY_WALLET 3.196
score GAPPY_LOW_CONTRAST 2.271
-score GB_FAKE_RF_SHORT 0.155
-score GB_FREEMAIL_DISPTO 0.353
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.999
-score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_HTML_PHISH 1.245
-score GOOG_STO_HTML_PHISH_MANY 3.468
-score GOOG_STO_IMG_HTML 3.000
-score GOOG_STO_IMG_NOHTML 1.572
-score GOOG_STO_NOIMG_HTML 2.941
-score HAS_X_NO_RELAY 1.481
-score HAS_X_OUTGOING_SPAM_STAT 1.795
-score HDRS_MISSP 1.601
-score HDR_ORDER_FTSDMCXX_DIRECT 1.345
-score HDR_ORDER_FTSDMCXX_NORDNS 1.504
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score GB_FAKE_RF_SHORT 0.041
+score GB_FREEMAIL_DISPTO 0.227
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
+score GOOG_MALWARE_DNLD 1.842
+score GOOG_REDIR_HTML_ONLY 1.997
+score GOOG_REDIR_NORDNS 2.996
+score GOOG_STO_EMAIL_PHISH 2.518
+score GOOG_STO_HTML_PHISH 0.059
+score GOOG_STO_HTML_PHISH_MANY 2.428
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_IMG_NOHTML 1.709
+score GOOG_STO_NOIMG_HTML 2.947
+score HAS_X_NO_RELAY 1.593
+score HAS_X_OUTGOING_SPAM_STAT 1.794
+score HDRS_MISSP 1.925
+score HDR_ORDER_FTSDMCXX_DIRECT 1.346
+score HDR_ORDER_FTSDMCXX_NORDNS 0.347
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.607
-score HK_NAME_FROM 0.999
+score HK_LOTTO 0.440
+score HK_NAME_FROM 0.998
score HK_NAME_MR_MRS 0.001
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.651
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.656
score HK_SCAM 0.001
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 0.598
-score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.470
-score HTML_ENTITY_ASCII_TINY 2.999
-score HTML_FONT_TINY_NORDNS 0.786
-score HTML_OFF_PAGE 2.999
+score HK_WIN 0.998
+score HOSTED_IMG_DIRECT_MX 1.643
+score HOSTED_IMG_FREEM 3.496
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.245
+score HTML_ENTITY_ASCII_TINY 2.996
+score HTML_FONT_TINY_NORDNS 1.035
+score HTML_OFF_PAGE 2.996
score HTML_SINGLET_MANY 0.001
-score HTML_TAG_BALANCE_CENTER 2.471
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 3.256
-score IMG_ONLY_FM_DOM_INFO 0.482
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.334
-score LONGLN_LOW_CONTRAST 2.499
+score HTML_TAG_BALANCE_CENTER 2.470
+score HTML_TEXT_INVISIBLE_FONT 1.688
+score HTML_TEXT_INVISIBLE_STYLE 3.019
+score IMG_ONLY_FM_DOM_INFO 0.471
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.322
+score LONGLN_LOW_CONTRAST 2.497
score LONG_HEX_URI 0.001
-score LONG_IMG_URI 2.227
-score LONG_INVISIBLE_TEXT 0.888
+score LONG_IMG_URI 2.223
+score LONG_INVISIBLE_TEXT 0.977
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.944
-score LOTTO_DEPT 0.425
-score MALWARE_NORDNS 2.642
-score MALW_ATTACH 2.199
-score MANY_SPAN_IN_TEXT 1.322
-score MILLION_HUNDRED 0.250
-score MIMEOLE_DIRECT_TO_MX 0.763
-score MIXED_AREA_CASE 1.215
-score MIXED_CENTER_CASE 1.995
-score MIXED_CTYPE_CASE 1.499
-score MIXED_ES 0.697
-score MIXED_FONT_CASE 0.854
-score MIXED_HREF_CASE 1.957
-score MIXED_IMG_CASE 1.237
+score LOTTO_AGENT 1.328
+score LOTTO_DEPT 1.466
+score MALWARE_NORDNS 0.178
+score MALW_ATTACH 2.197
+score MANY_SPAN_IN_TEXT 1.315
+score MILLION_HUNDRED 0.310
+score MIMEOLE_DIRECT_TO_MX 1.999
+score MIXED_AREA_CASE 1.930
+score MIXED_CENTER_CASE 2.497
+score MIXED_CTYPE_CASE 0.543
+score MIXED_ES 0.694
+score MIXED_FONT_CASE 0.390
+score MIXED_HREF_CASE 1.040
+score MIXED_IMG_CASE 2.581
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.899
-score MONEY_FRAUD_5 0.563
+score MONEY_FRAUD_3 2.896
+score MONEY_FRAUD_5 0.326
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 1.888
-score MONEY_FROM_MISSP 1.999
-score MSMAIL_PRI_ABNORMAL 1.254
-score NAME_EMAIL_DIFF 2.074
-score NA_DOLLARS 0.001
+score MONEY_FROM_41 1.997
+score MONEY_FROM_MISSP 1.997
+score MSMAIL_PRI_ABNORMAL 1.010
+score NAME_EMAIL_DIFF 2.067
+score NA_DOLLARS 0.001 # force non-zero
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 0.919
+score NORDNS_LOW_CONTRAST 0.698
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 1.829
-score NSL_RCVD_HELO_USER 0.662
-score NUMBEREND_LINKBAIT 0.093
-score OBFU_JVSCR_ESC 2.100
-score OBFU_TEXT_ATTACH 1.499
-score ODD_FREEM_REPTO 2.485
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.758
-score PDS_DBL_URL_TNB_RUNON 1.076
-score PDS_FRNOM_TODOM_DBL_URL 1.398
-score PDS_FRNOM_TODOM_NAKED_TO 0.962
-score PDS_FROM_2_EMAILS 0.346
-score PDS_FROM_2_EMAILS_SHRTNER 1.067
-score PDS_FROM_NAME_TO_DOMAIN 1.884
-score PDS_HP_HELO_NORDNS 0.999
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHPEXP_BOT 1.500
-score PDS_PHP_EVAL 1.499
-score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.197
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TO_EQ_FROM_NAME 2.721
-score PHISH_FBASEAPP 0.326
-score PHP_ORIG_SCRIPT 2.499
-score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 0.184
-score POSTCARD_06 2.199
-score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_HEADER_MANY 1.921
-score RAND_MKTG_HEADER 1.493
-score RATWARE_NO_RDNS 2.999
+score NSL_RCVD_FROM_USER 2.136
+score NSL_RCVD_HELO_USER 2.174
+score NUMBEREND_LINKBAIT 0.001
+score OBFU_TEXT_ATTACH 1.498
+score ODD_FREEM_REPTO 1.214
+score PDS_BTC_ID 0.498
+score PDS_BTC_MSGID 0.984
+score PDS_DBL_URL_TNB_RUNON 1.154
+score PDS_FRNOM_TODOM_DBL_URL 0.066
+score PDS_FRNOM_TODOM_NAKED_TO 0.822
+score PDS_FROM_2_EMAILS 0.453
+score PDS_FROM_2_EMAILS_SHRTNER 1.353
+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 1.498
+score PDS_PHP_EVAL 1.498
+score PDS_SHORTFWD_URISHRT_FP 0.001
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PDS_TO_EQ_FROM_NAME 2.722
+score PHISH_FBASEAPP 2.304
+score PHP_ORIG_SCRIPT 2.497
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 0.001
+score POSTCARD_06 2.197
+score PP_MIME_FAKE_ASCII_TEXT 0.998
+score RAND_HEADER_LIST_SPOOF 2.993
+score RAND_HEADER_MANY 2.519
+score RAND_MKTG_HEADER 1.494
+score RATWARE_NO_RDNS 2.996
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.434
-score REPLYTO_EMPTY 2.799
-score REPTO_419_FRAUD_GM 2.999
-score SCC_BODY_URI_ONLY 0.937
-score SCC_ISEMM_LID_1 1.097
-score SCRIPT_GIBBERISH 2.599
+score RDNS_NUM_TLD_XM 1.621
+score REPLYTO_EMPTY 2.896
+score REPTO_419_FRAUD_GM 2.996
+score SCC_BODY_URI_ONLY 0.839
+score SCC_ISEMM_LID_1 1.031
+score SCRIPT_GIBBERISH 2.596
score SENDGRID_REDIR 0.001
-score SERGIO_SUBJECT_VIAGRA01 4.199
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 1.141
-score SHORTENER_SHORT_IMG 2.163
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.761
+score SERGIO_SUBJECT_VIAGRA01 4.195
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 1.135
+score SHORTENER_SHORT_IMG 2.151
+score SHORT_SHORTNER 1.997
+score SPOOFED_FREEMAIL 1.899
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.499
-score SPOOF_GMAIL_MID 0.655
-score STATIC_XPRIO_OLE 1.865
-score SUBJ_ATTENTION 0.290
-score THIS_AD 1.199
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 0.494
+score STATIC_XPRIO_OLE 1.853
+score SUBJ_ATTENTION 0.395
+score THIS_AD 1.198
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.399
+score TO_EQ_FM_DOM_HTML_IMG 2.397
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.581
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.180
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.204
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.075
score TO_NO_BRKTS_NORDNS_HTML 0.001
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_PH_BODY_META 2.699
-score TVD_RCVD_SPACE_BRACKET 2.499
-score UNDISC_FREEM 3.600
-score UNDISC_MONEY 3.599
-score UNICODE_OBFU_ASC 2.499
-score UNSUB_GOOG_FORM 2.499
-score URI_AZURE_CLOUDAPP 1.334
-score URI_DOTEDU 1.999
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.499
-score URI_GOOG_STO_SPAMMY 1.990
-score URI_IN_URI_10 3.300
-score URI_ONLY_MSGID_MALF 0.729
-score URI_PHISH 3.628
-score URI_PHP_REDIR 2.840
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 1.899
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.180
+score TO_NO_BRKTS_PCNT 2.424
+score TVD_PH_BODY_META 2.696
+score TVD_RCVD_SPACE_BRACKET 2.399
+score UNDISC_FREEM 3.595
+score UNDISC_MONEY 3.460
+score UNICODE_OBFU_ASC 2.497
+score UNSUB_GOOG_FORM 2.497
+score URI_AZURE_CLOUDAPP 1.941
+score URI_DOTEDU 1.998
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.497
+score URI_GOOG_STO_SPAMMY 2.129
+score URI_IN_URI_10 3.296
+score URI_ONLY_MSGID_MALF 1.419
+score URI_PHISH 3.625
+score URI_PHP_REDIR 2.852
+score URI_TRY_3LD 1.997
+score URI_WPADMIN 1.897
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 1.206
score VFY_ACCT_NORDNS 2.999
-score WORD_INVIS 0.420
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.999
-score XM_LIGHT_HEAVY 2.500
-score XM_RANDOM 1.314
-score XM_RECPTID 2.999
-score XPRIO 1.037
+score WORD_INVIS 0.234
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.998
+score XM_LIGHT_HEAVY 2.498
+score XM_RANDOM 2.141
+score XM_RECPTID 2.996
+score XPRIO 1.898
score YOU_INHERIT 2.499
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -275,7 +278,6 @@ score BEBEE_IMG_NOT_RCVD_BB 1.0
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
-score BITCOIN_MALWARE 1.000
score BITCOIN_ONAN 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
@@ -308,7 +310,6 @@ score FBI_SPOOF 1.0
score FONT_INVIS_DOTGOV 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_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_GOV_SPOOF 1.000
@@ -323,7 +324,6 @@ score GOOGLE_DOCS_PHISH 1.0
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
-score GOOG_MALWARE_DNLD 1.000
score HDRS_LCASE_IMGONLY 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1898866&r1=1898865&r2=1898866&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Mar 12 02:43:48 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 183511 48.354% (99.664% of non-spam corpus)
-# Correctly spam: 130408 34.362% (66.743% of spam corpus)
-# False positives: 619 0.163% (0.336% of nonspam, 20140 weighted)
-# False negatives: 64979 17.121% (33.257% of spam, 105491 weighted)
-# Average score for spam: 10.5 nonspam: 0.4
+# Correctly non-spam: 182510 49.149% (99.648% of non-spam corpus)
+# Correctly spam: 123056 33.139% (65.392% of spam corpus)
+# False positives: 645 0.174% (0.352% of nonspam, 20309 weighted)
+# False negatives: 65126 17.538% (34.608% of spam, 105927 weighted)
+# Average score for spam: 10.1 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 1.6
-# TOTAL: 379517 100.00%
+# TOTAL: 371337 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 23039 99.65%
-# Correctly spam: 16194 66.23%
-# False positives: 82 0.35%
-# False negatives: 8258 33.77%
-# TCR(l=50): 1.978637 SpamRecall: 66.228% SpamPrec: 99.496%
+# Correctly non-spam: 22907 99.60%
+# Correctly spam: 15346 65.00%
+# False positives: 91 0.40%
+# False negatives: 8263 35.00%
+# TCR(l=50): 1.842582 SpamRecall: 65.001% SpamPrec: 99.411%
##### 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: 179300 97.38%
-# Correctly spam: 107637 55.09%
-# False positives: 4830 2.62%
-# False negatives: 87750 44.91%
-# TCR(l=50): 0.593431 SpamRecall: 55.089% SpamPrec: 95.705%
+# Correctly non-spam: 178443 97.43%
+# Correctly spam: 100867 53.60%
+# False positives: 4712 2.57%
+# False negatives: 87315 46.40%
+# TCR(l=50): 0.582760 SpamRecall: 53.601% SpamPrec: 95.537%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 22501 97.32%
-# Correctly spam: 13489 55.17%
-# False positives: 620 2.68%
-# False negatives: 10963 44.83%
-# TCR(l=50): 0.582704 SpamRecall: 55.165% SpamPrec: 95.606%
+# Correctly non-spam: 22398 97.39%
+# Correctly spam: 12768 54.08%
+# False positives: 600 2.61%
+# False negatives: 10841 45.92%
+# TCR(l=50): 0.578071 SpamRecall: 54.081% SpamPrec: 95.512%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1898866&r1=1898865&r2=1898866&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Mar 12 02:43:48 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 190059 43.717% (99.558% of non-spam corpus)
-# Correctly spam: 217433 50.014% (89.169% of spam corpus)
-# False positives: 843 0.194% (0.442% of nonspam, 68679 weighted)
-# False negatives: 26410 6.075% (10.831% of spam, 54566 weighted)
-# Average score for spam: 18.4 nonspam: -1.2
+# Correctly non-spam: 190084 43.723% (99.572% of non-spam corpus)
+# Correctly spam: 217228 49.967% (89.086% of spam corpus)
+# False positives: 818 0.188% (0.428% of nonspam, 67079 weighted)
+# False negatives: 26613 6.122% (10.914% of spam, 55598 weighted)
+# Average score for spam: 18.1 nonspam: -1.2
# Average for false-pos: 6.4 false-neg: 2.1
-# TOTAL: 434745 100.00%
+# TOTAL: 434743 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 23859 99.60%
-# Correctly spam: 27110 88.93%
+# Correctly spam: 27124 88.97%
# False positives: 95 0.40%
-# False negatives: 3376 11.07%
-# TCR(l=50): 3.751661 SpamRecall: 88.926% SpamPrec: 99.651%
+# False negatives: 3362 11.03%
+# TCR(l=50): 3.758136 SpamRecall: 88.972% SpamPrec: 99.651%
##### 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: 190387 99.73%
-# Correctly spam: 171498 70.33%
+# Correctly spam: 171513 70.34%
# False positives: 515 0.27%
-# False negatives: 72345 29.67%
-# TCR(l=50): 2.485784 SpamRecall: 70.331% SpamPrec: 99.701%
+# False negatives: 72328 29.66%
+# TCR(l=50): 2.486195 SpamRecall: 70.338% SpamPrec: 99.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 23890 99.73%
-# Correctly spam: 21404 70.21%
+# Correctly spam: 21517 70.58%
# False positives: 64 0.27%
-# False negatives: 9082 29.79%
-# TCR(l=50): 2.482169 SpamRecall: 70.209% SpamPrec: 99.702%
+# False negatives: 8969 29.42%
+# TCR(l=50): 2.505218 SpamRecall: 70.580% SpamPrec: 99.703%