Mailing List Archive

svn commit: r1891668 [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=1891668&r1=1891667&r2=1891668&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Jul 20 02:49:29 2021
@@ -1,233 +1,232 @@
-# 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
+# Using score set 0 logs for revision 1891654 from:
+# ham-darxus.r1891654.log ham-ena-week0.r1891654.log ham-ena-week1.r1891654.log ham-ena-week2.r1891654.log ham-ena-week3.r1891654.log ham-ena-week4.r1891654.log ham-giovanni-ham.r1891654.log ham-giovanni-spammy.r1891654.log ham-giovanni-spam.r1891654.log ham-grenier.r1891654.log ham-hege.r1891654.log ham-jhardin.r1891654.log ham-llanga.r1891654.log ham-mmiroslaw-mails-ham.r1891654.log ham-mmiroslaw-mails-spam.r1891654.log ham-pds.r1891654.log ham-spamsponge.r1891654.log ham-thendrikx.r1891654.log ham-tsz-spam-corpus.r1891654.log spam-darxus.r1891654.log spam-ena-week0.r1891654.log spam-ena-week1.r1891654.log spam-ena-week2.r1891654.log spam-ena-week3.r1891654.log spam-ena-week4.r1891654.log spam-giovanni-ham.r1891654.log spam-giovanni-spammy.r1891654.log spam-giovanni-spam.r1891654.log spam-grenier.r1891654.log spam-hege.r1891654.log spam-jhardin.r1891654.log spam-llanga.r1891654.log spam-mmiroslaw-mails-ham.r1891654.log spam-mmiroslaw-mails-spam.r1891654.log spam-pds.r1891654.log s
pam-spamsponge.r1891654.log spam-thendrikx.r1891654.log spam-tsz-spam-corpus.r1891654.log

-score ACCT_PHISHING_MANY 2.997
+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 3.695
-score ADVANCE_FEE_2_NEW_FORM 0.788
+score ADMITS_SPAM 3.595
+score ADVANCE_FEE_2_NEW_FORM 1.999
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_2_NEW_MONEY 1.693
+score ADVANCE_FEE_3_NEW 3.258
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.988
+score ADVANCE_FEE_3_NEW_MONEY 1.994
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.896
score ADVANCE_FEE_5_NEW 2.696
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.456
+score AD_PREFS 0.290
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 AXB_XMAILER_MIMEOLE_OL_1ECD5 1.289
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_07 2.095
-score BITCOIN_XPRIO 0.109
+score BITCOIN_SPAM_02 2.498
+score BITCOIN_SPAM_07 3.496
+score BITCOIN_XPRIO 1.365
score BITCOIN_YOUR_INFO 2.996
score BOGUS_MIME_VERSION 3.496
score BULK_RE_SUSP_NTLD 0.998
score CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 0.001
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 1.093
score DETAILS_OF_PRODUCT 1.248
score DX_TEXT_03 1.098
-score DYNAMIC_IMGUR 0.156
-score EBAY_IMG_NOT_RCVD_EBAY 0.001
+score DYNAMIC_IMGUR 2.752
+score EBAY_IMG_NOT_RCVD_EBAY 1.260
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 3.995
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FAKE_REPLY_A1 3.895
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.196
-score FONT_INVIS_DIRECT 2.407
-score FONT_INVIS_DOTGOV 3.497
+score FILL_THIS_FORM 1.199
+score FONT_INVIS_DIRECT 2.395
+score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 0.436
+score FONT_INVIS_NORDNS 0.963
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 3.096
-score FROM_2_EMAILS_SHORT 2.662
+score FROM_2_EMAILS_SHORT 2.996
score FROM_MISSPACED 0.001
-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_DYNIP 0.268
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 1.163
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-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_MULTI_NORDNS 0.356
+score FROM_NAME_EQ_TO_G_DRIVE 0.750
+score FROM_NTLD_LINKBAIT 1.904
+score FROM_NTLD_REPLY_FREEMAIL 1.348
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.096
+score FSL_HELO_FAKE 3.097
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 1.671
+score FUZZY_AMAZON 2.298
+score GB_FAKE_RF_SHORT 1.311
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-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 GOOGLE_DOC_SUSP 2.606
+score GOOG_REDIR_NORDNS 2.605
+score GOOG_STO_EMAIL_PHISH 2.494
+score GOOG_STO_HTML_PHISH 2.111
+score GOOG_STO_HTML_PHISH_MANY 1.360
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.997
score HAS_X_OUTGOING_SPAM_STAT 1.997
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.466
-score HDR_ORDER_FTSDMCXX_DIRECT 0.097
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 0.613
+score HDR_ORDER_FTSDMCXX_DIRECT 0.763
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.060
-score HOSTED_IMG_DIRECT_MX 3.497
+score HK_SCAM 1.222
+score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.498
-score HTML_FONT_TINY_NORDNS 1.499
+score HOSTED_IMG_MULTI_PUB_01 2.650
+score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 0.799
-score HTML_TEXT_INVISIBLE_STYLE 3.381
+score HTML_TAG_BALANCE_CENTER 0.668
+score HTML_TEXT_INVISIBLE_STYLE 3.496
score JH_SPAMMY_HEADERS 3.496
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 0.456
-score LONG_INVISIBLE_TEXT 1.399
-score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.918
+score LONG_IMG_URI 0.452
+score LONG_INVISIBLE_TEXT 1.395
+score LOTS_OF_MONEY 0.009
+score LOTTO_AGENT 1.499
score MALWARE_NORDNS 2.103
score MANY_SPAN_IN_TEXT 2.397
score MILLION_HUNDRED 3.096
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.702
-score MIXED_AREA_CASE 0.001
+score MIMEOLE_DIRECT_TO_MX 1.616
+score MIXED_AREA_CASE 0.618
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 3.496
-score MIXED_FONT_CASE 1.268
-score MIXED_HREF_CASE 0.978
-score MIXED_IMG_CASE 1.836
+score MIXED_ES 3.472
+score MIXED_FONT_CASE 1.686
+score MIXED_HREF_CASE 0.173
+score MIXED_IMG_CASE 1.085
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 0.507
-score MONEY_FREEMAIL_REPTO 2.545
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 2.686
score MONEY_FROM_41 1.997
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 -0.245
-score NOT_SPAM 3.096
-score NO_FM_NAME_IP_HOSTN 0.794
+score MONEY_NOHTML 1.547
+score MSGID_WSP_TRAIL 0.908
+score MSMAIL_PRI_ABNORMAL 0.404
+score NAME_EMAIL_DIFF 1.727
+score NA_DOLLARS 1.498
+score NEW_PRODUCTS 1.249
+score NICE_REPLY_A -0.001
+score NOT_SPAM 3.196
+score NO_FM_NAME_IP_HOSTN 0.199
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.925
+score NUMBEREND_LINKBAIT 0.109
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
score OFFER_ONLY_AMERICA 1.999
score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 1.383
-score PDS_BTC_ID 0.498
+score ORDER_TODAY 2.163
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
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_DBL_URL 1.460
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.207
+score PDS_FROM_2_EMAILS_SHRTNER 1.224
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_PHPEXP_BOT 0.503
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.498
-score PDS_SHORTFWD_URISHRT_QP 1.499
+score PDS_SHORTFWD_URISHRT_FP 1.223
+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 2.497
+score PDS_TO_EQ_FROM_NAME 3.196
+score PHP_ORIG_SCRIPT 2.250
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.246
-score RDNS_NUM_TLD_XM 2.520
+score RATWARE_NO_RDNS 1.541
+score RDNS_NUM_TLD_XM 2.192
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.094
+score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 1.552
+score SCC_NEWBIE_HASBEENS 1.733
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 3.378
+score SERGIO_SUBJECT_VIAGRA01 2.891
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 2.326
-score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_BODY_G_DRIVE_DYN 0.001
+score SHORTENER_SHORT_IMG 1.342
+score SHORT_BODY_G_DRIVE_DYN 0.580
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 1.997
+score STATIC_XPRIO_OLE 0.593
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.913
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.420
-score TO_NO_BRKTS_FROM_MSSP 1.502
+score TO_NAME_SUBJ_NO_RDNS 2.828
+score TO_NO_BRKTS_FROM_MSSP 2.085
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_PH_BODY_META 2.896
score TVD_RCVD_SPACE_BRACKET 2.796
-score UNDISC_FREEM 2.996
+score UNDISC_FREEM 2.896
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 2.696
-score URI_FIREBASEAPP 2.997
+score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 3.096
-score URI_GOOG_STO_SPAMMY 2.996
+score URI_GOOG_STO_SPAMMY 2.997
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.596
+score URI_TRY_3LD 1.930
+score URI_WPADMIN 2.696
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.484
-score WALMART_IMG_NOT_RCVD_WAL 1.644
-score WANT_TO_ORDER 2.649
+score VFY_ACCT_NORDNS 0.169
+score WALMART_IMG_NOT_RCVD_WAL 1.605
+score WANT_TO_ORDER 2.305
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.780
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 1.632
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 0.037
+score YOUR_DELIVERY_ADDRESS 0.049
score YOU_INHERIT 2.796
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -272,6 +271,7 @@ score END_FUTURE_EMAILS 1.0
score ENVFROM_GOOG_TRIX 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
+score FONT_INVIS_LONG_LINE 1.000
score FONT_INVIS_POSTEXTRAS 1.000
score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 1.000
@@ -310,6 +310,7 @@ 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
@@ -355,7 +356,9 @@ score STOCK_LOW_CONTRAST 1.0
score STOCK_TIP 1.000
score SYSADMIN 1.000
score TONLINE_FAKE_DKIM 1.000
+score TO_NO_BRKTS_MSFT 1.000
score TVD_SPACE_ENCODED 1.000
+score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891668&r1=1891667&r2=1891668&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jul 20 02:49:29 2021
@@ -1,268 +1,267 @@
# Using score set 1 logs for revision 1891606 from:
# ham-net-darxus.r1891606.log ham-net-ena-week0.r1891606.log ham-net-ena-week1.r1891606.log ham-net-ena-week2.r1891606.log ham-net-ena-week3.r1891606.log ham-net-ena-week4.r1891606.log ham-net-giovanni-ham.r1891606.log ham-net-giovanni-spammy.r1891606.log ham-net-giovanni-spam.r1891606.log ham-net-grenier.r1891606.log ham-net-hege.r1891606.log ham-net-jhardin.r1891606.log ham-net-llanga.r1891606.log ham-net-mmiroslaw-mails-ham.r1891606.log ham-net-mmiroslaw-mails-spam.r1891606.log ham-net-pds.r1891606.log ham-net-spamsponge.r1891606.log ham-net-thendrikx.r1891606.log ham-net-tsz-spam-corpus.r1891606.log spam-net-darxus.r1891606.log spam-net-ena-week0.r1891606.log spam-net-ena-week1.r1891606.log spam-net-ena-week2.r1891606.log spam-net-ena-week3.r1891606.log spam-net-ena-week4.r1891606.log spam-net-giovanni-ham.r1891606.log spam-net-giovanni-spammy.r1891606.log spam-net-giovanni-spam.r1891606.log spam-net-grenier.r1891606.log spam-net-hege.r1891606.log spam-net-jhardin.r1891606.log s
pam-net-llanga.r1891606.log spam-net-mmiroslaw-mails-ham.r1891606.log spam-net-mmiroslaw-mails-spam.r1891606.log spam-net-pds.r1891606.log spam-net-spamsponge.r1891606.log spam-net-thendrikx.r1891606.log spam-net-tsz-spam-corpus.r1891606.log

-score ACCT_PHISHING_MANY 2.938
+score ACCT_PHISHING_MANY 2.826
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001 # force non-zero
-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 AC_FROM_MANY_DOTS 2.747
+score AC_HTML_NONSENSE_TAGS 1.493
+score ADMITS_SPAM 3.496
+score ADVANCE_FEE_2_NEW_FORM 0.579
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.169
+score ADVANCE_FEE_3_NEW 2.096
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-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_3_NEW_MONEY 2.727
+score ADVANCE_FEE_4_NEW 2.297
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.238
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.499
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW 2.497
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 1.841
+score AD_PREFS 0.498
+score ALIBABA_IMG_NOT_RCVD_ALI 0.368
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.468
+score APP_DEVELOPMENT_NORDNS 1.917
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-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 AXB_XMAILER_MIMEOLE_OL_1ECD5 1.256
+score BIGNUM_EMAILS_FREEM 2.642
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_MALF_HTML 3.374
score BITCOIN_MALWARE 0.001
-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 BITCOIN_ONAN 2.996
+score BITCOIN_SPAM_02 1.791
+score BITCOIN_SPAM_05 0.001
+score BITCOIN_SPAM_07 3.015
+score BITCOIN_XPRIO 0.352
+score BITCOIN_YOUR_INFO 2.311
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.499
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML 2.499
+score BOGUS_MIME_VERSION 3.496
+score CK_HELO_GENERIC 0.248
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.899
+score DEAR_BENEFICIARY 2.896
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_BL 2.306
+score DKIMWL_WL_HIGH -1.474
+score DKIMWL_WL_MED -0.001
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 1.044
-score FAKE_REPLY_B 3.699
+score DX_TEXT_03 0.898
+score DYNAMIC_IMGUR 3.109
+score EBAY_IMG_NOT_RCVD_EBAY 1.478
+score ENCRYPTED_MESSAGE -0.998
+score FAKE_REPLY_A1 1.005
+score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.112
-score FONT_INVIS_DOTGOV 3.499
+score FONT_INVIS_DIRECT 0.069
+score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 0.001
-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 2.599
+score FONT_INVIS_MSGID 1.858
+score FONT_INVIS_NORDNS 1.106
+score FORGED_SPF_HELO 1.235
+score FORM_FRAUD 0.001 # force non-zero
+score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-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 FOUND_YOU 1.672
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 2.092
+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 -0.476
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.199
+score FROM_MISSP_DYNIP 2.197
score FROM_MISSP_EH_MATCH 0.001
-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_FREEMAIL 0.001
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 3.496
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-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 0.825
+score FROM_MULTI_NORDNS 2.682
+score FROM_NAME_EQ_TO_G_DRIVE 0.490
+score FROM_NEWDOM_BTC 1.993
+score FROM_NTLD_REPLY_FREEMAIL 0.973
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.551
-score FSL_BULK_SIG 2.038
+score FROM_SUSPICIOUS_NTLD_FP 0.548
+score FSL_BULK_SIG 2.080
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.612
+score FSL_HELO_FAKE 2.472
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
+score FUZZY_AMAZON 2.197
score GB_FAKE_RF_SHORT 0.001
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_FREEMAIL_DISPTO_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 0.099
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 0.001
+score GB_FREEMAIL_DISPTO 0.001
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GOOGLE_DOC_SUSP 2.996
+score GOOG_REDIR_NORDNS 2.439
+score GOOG_STO_EMAIL_PHISH 2.525
+score GOOG_STO_HTML_PHISH 1.327
+score GOOG_STO_HTML_PHISH_MANY 0.164
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.996
+score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
+score HDRS_LCASE 0.098
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 0.001 # force non-zero
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+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 0.215
+score HK_NAME_FM_MR_MRS 1.498
+score HK_NAME_MR_MRS 0.001
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-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 HOSTED_IMG_DIRECT_MX 2.976
+score HOSTED_IMG_FREEM 3.497
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_FONT_TINY_NORDNS 1.498
+score HTML_OFF_PAGE 2.569
+score HTML_SINGLET_MANY 2.153
score HTML_TAG_BALANCE_CENTER 0.001
-score HTML_TEXT_INVISIBLE_FONT 0.695
-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 HTML_TEXT_INVISIBLE_FONT 0.649
+score HTML_TEXT_INVISIBLE_STYLE 2.719
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.398
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
+score LONG_HEX_URI 1.411
+score LONG_IMG_URI 0.855
+score LONG_INVISIBLE_TEXT 1.057
score LOTS_OF_MONEY 0.010
-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 LOTTO_AGENT 0.571
+score MALWARE_NORDNS 0.696
+score MANY_SPAN_IN_TEXT 1.580
+score MAY_BE_FORGED 2.497
+score MILLION_HUNDRED 1.450
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.918
+score MIXED_AREA_CASE 1.196
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 MIXED_FONT_CASE 1.525
+score MIXED_HREF_CASE 0.769
+score MIXED_IMG_CASE 0.055
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
+score MONEY_FORM 0.001 # force non-zero
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 0.947
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 0.733
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.294
-score MSGID_WSP_TRAIL 1.182
-score MSMAIL_PRI_ABNORMAL 0.001
+score MONEY_NOHTML 1.500
+score MSGID_WSP_TRAIL 0.250
+score MSMAIL_PRI_ABNORMAL 0.654
score NAME_EMAIL_DIFF 0.001
score NA_DOLLARS 0.001
-score NEW_PRODUCTS 1.249
+score NEW_PRODUCTS 1.248
score NICE_REPLY_A -0.001
-score NOT_SPAM 2.899
-score NO_FM_NAME_IP_HOSTN 0.251
+score NOT_SPAM 2.997
+score NO_FM_NAME_IP_HOSTN 0.210
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.322
-score NUMBEREND_LINKBAIT 0.132
+score NSL_RCVD_HELO_USER 0.492
+score NUMBEREND_LINKBAIT 0.750
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.563
-score ONLINE_MKTG_CNSLT 2.399
-score ORDER_TODAY 1.554
-score PDS_BTC_ID 0.499
+score ODD_FREEM_REPTO 2.559
+score ONLINE_MKTG_CNSLT 2.397
+score ORDER_TODAY 0.393
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 0.546
-score PDS_FRNOM_TODOM_DBL_URL 1.499
-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_DBL_URL_TNB_RUNON 0.512
+score PDS_FRNOM_TODOM_DBL_URL 1.498
+score PDS_FRNOM_TODOM_NAKED_TO 1.498
+score PDS_FROM_2_EMAILS_SHRTNER 1.498
+score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHPEXP_BOT 1.311
-score PDS_PHP_EVAL 1.499
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHPEXP_BOT 1.348
+score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 0.590
+score PDS_SHORTFWD_URISHRT_FP 1.499
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 2.032
-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 2.899
-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 PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PDS_TO_EQ_FROM_NAME 3.196
+score PHP_ORIG_SCRIPT 0.898
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.497
+score PP_MIME_FAKE_ASCII_TEXT 0.998
+score RAND_HEADER_LIST_SPOOF 2.996
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 1.438
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_XM 2.227
+score READY_TO_SHIP 1.248
+score REPTO_419_FRAUD 2.734
+score REPTO_419_FRAUD_GM 1.893
+score REPTO_419_FRAUD_GM_LOOSE 0.998
+score RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 2.303
+score SENDGRID_REDIR 1.110
+score SERGIO_SUBJECT_VIAGRA01 4.195
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 1.534
+score SHORT_BODY_G_DRIVE_DYN 0.966
score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 2.592
-score SPOOFED_FREEMAIL 1.345
+score SINGLETS_LOW_CONTRAST 2.629
+score SPOOFED_FREEMAIL 1.369
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-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 SPOOFED_FREEM_REPTO_CHN 3.374
+score SPOOF_GMAIL_MID 0.853
+score STATIC_XPRIO_OLE 1.997
+score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
+score THIS_AD 0.998
+score THIS_IS_ADV_SUSP_NTLD 0.666
+score TO_EQ_FM_DIRECT_MX 0.039
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.343
+score TO_NAME_SUBJ_NO_RDNS 1.675
score TO_NO_BRKTS_FROM_MSSP 0.001
-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 TO_NO_BRKTS_HTML_IMG 0.154
+score TO_NO_BRKTS_HTML_ONLY 1.998
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_PCNT 2.497
+score TRANSFORM_LIFE 2.497
+score TVD_PH_BODY_META 2.696
+score TVD_RCVD_SPACE_BRACKET 2.082
+score UNDISC_FREEM 2.696
+score UNDISC_MONEY 2.470
+score UNICODE_OBFU_ASC 2.497
+score URI_DEOBFU_INSTR 4.195
+score URI_DOTEDU 1.259
+score URI_DQ_UNSUB 2.497
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.896
+score URI_GOOG_STO_SPAMMY 2.997
+score URI_LONG_REPEAT 2.499
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.313
+score URI_PHISH 3.311
score URI_PHP_REDIR 3.186
-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 1.444
-score XM_RECPTID 2.999
-score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.305
-score YOU_INHERIT 0.619
+score URI_TRY_3LD 1.087
+score URI_WPADMIN 2.397
+score URI_WP_HACKED 0.001
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 0.550
+score WALMART_IMG_NOT_RCVD_WAL 2.151
+score WANT_TO_ORDER 2.746
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 0.001 # force non-zero
+score XM_RANDOM 1.449
+score XM_RECPTID 2.996
+score XPRIO_URL_SHORTNER 0.998
+score YOUR_DELIVERY_ADDRESS 0.306
+score YOU_INHERIT 1.402
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=1891668&r1=1891667&r2=1891668&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jul 20 02:49:29 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# 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: 669518 100.00%
+# Correctly non-spam: 240316 35.568% (99.682% of non-spam corpus)
+# Correctly spam: 334997 49.582% (77.088% of spam corpus)
+# False positives: 766 0.113% (0.318% of nonspam, 47482 weighted)
+# False negatives: 99570 14.737% (22.912% of spam, 171130 weighted)
+# Average score for spam: 11.4 nonspam: 0.6
+# Average for false-pos: 6.9 false-neg: 1.7
+# TOTAL: 675649 100.00%

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

# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 30071 99.70%
+# Correctly spam: 41733 77.05%
+# False positives: 90 0.30%
+# False negatives: 12431 22.95%
+# TCR(l=50): 3.199102 SpamRecall: 77.049% SpamPrec: 99.785%

##### 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: 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%
+# Correctly non-spam: 230482 95.60%
+# Correctly spam: 234315 53.92%
+# False positives: 10600 4.40%
+# False negatives: 200252 46.08%
+# TCR(l=50): 0.595092 SpamRecall: 53.919% SpamPrec: 95.672%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 28916 95.87%
+# Correctly spam: 29012 53.56%
+# False positives: 1245 4.13%
+# False negatives: 25152 46.44%
+# TCR(l=50): 0.619711 SpamRecall: 53.563% SpamPrec: 95.885%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891668&r1=1891667&r2=1891668&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jul 20 02:49:29 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# 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
+# Correctly non-spam: 243731 35.622% (99.595% of non-spam corpus)
+# Correctly spam: 383077 55.988% (87.164% of spam corpus)
+# False positives: 990 0.145% (0.405% of nonspam, 135667 weighted)
+# False negatives: 56413 8.245% (12.836% of spam, 118001 weighted)
+# Average score for spam: 16.4 nonspam: -0.8
# Average for false-pos: 7.6 false-neg: 2.1
-# TOTAL: 684212 100.00%
+# TOTAL: 684211 100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 30464 99.63%
-# Correctly spam: 47874 87.38%
+# Correctly spam: 47837 87.31%
# False positives: 112 0.37%
-# False negatives: 6914 12.62%
-# TCR(l=50): 4.378136 SpamRecall: 87.380% SpamPrec: 99.767%
+# False negatives: 6951 12.69%
+# TCR(l=50): 4.365230 SpamRecall: 87.313% SpamPrec: 99.766%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc

# SUMMARY for threshold 5.0:
# Correctly non-spam: 243639 99.56%
-# Correctly spam: 301008 68.49%
+# Correctly spam: 301114 68.51%
# False positives: 1082 0.44%
-# False negatives: 138483 31.51%
-# TCR(l=50): 2.282086 SpamRecall: 68.490% SpamPrec: 99.642%
+# False negatives: 138376 31.49%
+# TCR(l=50): 2.283350 SpamRecall: 68.514% SpamPrec: 99.642%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 30454 99.60%
-# Correctly spam: 37583 68.60%
+# Correctly spam: 37539 68.52%
# False positives: 122 0.40%
-# False negatives: 17205 31.40%
-# TCR(l=50): 2.350912 SpamRecall: 68.597% SpamPrec: 99.676%
+# False negatives: 17249 31.48%
+# TCR(l=50): 2.346482 SpamRecall: 68.517% SpamPrec: 99.676%