Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891633&r1=1891632&r2=1891633&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Jul 18 02:51:42 2021
@@ -7,20 +7,20 @@ score AC_DIV_BONANZA 0.0
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 0.331
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.498
-score ADVANCE_FEE_2_NEW_MONEY 1.586
-score ADVANCE_FEE_3_NEW 2.503
+score ADVANCE_FEE_2_NEW_FORM 1.517
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
+score ADVANCE_FEE_2_NEW_MONEY 1.585
+score ADVANCE_FEE_3_NEW 2.534
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.813
+score ADVANCE_FEE_3_NEW_MONEY 2.814
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.996
score ADVANCE_FEE_5_NEW 2.696
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 1.994
+score AD_PREFS 0.315
+score ALIBABA_IMG_NOT_RCVD_ALI 1.165
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
@@ -30,172 +30,171 @@ score BITCOIN_MALF_HTML 3.4
score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 1.066
+score BITCOIN_XPRIO 1.098
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 CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 1.259
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 1.258
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 1.098
-score DYNAMIC_IMGUR 3.392
-score EBAY_IMG_NOT_RCVD_EBAY 1.355
-score ENCRYPTED_MESSAGE -0.997
+score DX_TEXT_03 1.099
+score DYNAMIC_IMGUR 2.773
+score EBAY_IMG_NOT_RCVD_EBAY 2.042
+score ENCRYPTED_MESSAGE -0.900
score FAKE_REPLY_A1 3.895
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.197
-score FONT_INVIS_DIRECT 2.403
+score FILL_THIS_FORM 1.202
+score FONT_INVIS_DIRECT 2.377
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 0.001
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.121
+score FONT_INVIS_NORDNS 1.935
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 3.196
-score FROM_2_EMAILS_SHORT 2.749
+score FROM_2_EMAILS_SHORT 2.776
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.830
+score FROM_MISSP_DYNIP 0.799
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.337
+score FROM_MISSP_FREEMAIL 2.311
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.727
-score FROM_NAME_EQ_TO_G_DRIVE 0.918
-score FROM_NTLD_LINKBAIT 1.575
-score FROM_NTLD_REPLY_FREEMAIL 1.750
+score FROM_MULTI_NORDNS 0.748
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_LINKBAIT 1.074
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 3.096
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 0.370
+score GB_FAKE_RF_SHORT 0.384
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
-score GOOG_REDIR_NORDNS 2.597
-score GOOG_STO_EMAIL_PHISH 2.786
-score GOOG_STO_HTML_PHISH 1.969
-score GOOG_STO_HTML_PHISH_MANY 2.539
+score GOOG_REDIR_NORDNS 2.612
+score GOOG_STO_EMAIL_PHISH 2.093
+score GOOG_STO_HTML_PHISH 2.633
+score GOOG_STO_HTML_PHISH_MANY 0.745
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.997
score HAS_X_OUTGOING_SPAM_STAT 1.997
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.909
-score HDR_ORDER_FTSDMCXX_DIRECT 0.734
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 1.473
+score HDR_ORDER_FTSDMCXX_DIRECT 0.320
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.875
-score HOSTED_IMG_DIRECT_MX 3.497
+score HK_SCAM 0.871
+score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_FONT_TINY_NORDNS 1.498
-score HTML_OFF_PAGE 2.997
-score HTML_TAG_BALANCE_CENTER 0.802
-score HTML_TEXT_INVISIBLE_STYLE 3.370
+score HTML_OFF_PAGE 2.996
+score HTML_TAG_BALANCE_CENTER 0.416
+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 0.001
-score LONG_INVISIBLE_TEXT 1.397
+score LONG_INVISIBLE_TEXT 1.389
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.329
-score MALWARE_NORDNS 2.105
+score LOTTO_AGENT 0.770
+score MALWARE_NORDNS 2.099
score MANY_SPAN_IN_TEXT 2.696
score MILLION_HUNDRED 3.096
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.615
-score MIXED_AREA_CASE 1.084
+score MIMEOLE_DIRECT_TO_MX 1.645
+score MIXED_AREA_CASE 2.120
score MIXED_CENTER_CASE 2.497
score MIXED_ES 3.496
-score MIXED_FONT_CASE 1.274
-score MIXED_HREF_CASE 1.023
-score MIXED_IMG_CASE 0.775
+score MIXED_FONT_CASE 1.038
+score MIXED_HREF_CASE 1.797
+score MIXED_IMG_CASE 0.696
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 # force non-zero
-score MONEY_FRAUD_8 1.063
-score MONEY_FREEMAIL_REPTO 2.435
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 0.594
+score MONEY_FREEMAIL_REPTO 2.416
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.594
-score MSGID_WSP_TRAIL 1.506
-score MSMAIL_PRI_ABNORMAL 1.211
-score NAME_EMAIL_DIFF 1.749
-score NA_DOLLARS 0.451
-score NEW_PRODUCTS 1.249
-score NICE_REPLY_A -0.244
+score MONEY_FROM_MISSP 0.001 # force non-zero
+score MONEY_NOHTML 1.581
+score MSGID_WSP_TRAIL 0.656
+score MSMAIL_PRI_ABNORMAL 1.321
+score NAME_EMAIL_DIFF 1.728
+score NA_DOLLARS 0.922
+score NEW_PRODUCTS 1.248
+score NICE_REPLY_A -0.247
score NOT_SPAM 3.096
-score NO_FM_NAME_IP_HOSTN 0.099
+score NO_FM_NAME_IP_HOSTN 0.082
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.500
+score NUMBEREND_LINKBAIT 0.769
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.358
+score OFFER_ONLY_AMERICA 0.521
score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 1.748
-score PDS_BTC_ID 0.499
+score ORDER_TODAY 1.024
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.919
+score PDS_BTC_NTLD 1.812
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.256
+score PDS_FROM_2_EMAILS_SHRTNER 1.257
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.998
+score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.503
+score PDS_PHPEXP_BOT 0.507
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
+score PDS_RDNS_DYNAMIC_FP 0.001
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.998
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.196
-score PHP_ORIG_SCRIPT 2.497
+score PHP_ORIG_SCRIPT 2.273
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 1.998
-score RATWARE_NO_RDNS 2.373
-score RDNS_NUM_TLD_XM 2.571
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 1.839
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 2.229
+score RDNS_NUM_TLD_XM 1.705
+score READY_TO_SHIP 1.248
+score REPTO_419_FRAUD 1.056
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 3.097
-score SCC_NEWBIE_HASBEENS 2.885
+score RISK_FREE 3.096
+score SCC_NEWBIE_HASBEENS 2.899
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 3.483
+score SERGIO_SUBJECT_VIAGRA01 2.746
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.896
-score SHORTENER_SHORT_IMG 1.361
+score SHORTENER_SHORT_IMG 1.396
score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_BODY_G_DRIVE_DYN 0.516
-score SHORT_IMG_SUSP_NTLD 0.384
-score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.832
+score SHORT_BODY_G_DRIVE_DYN 1.084
+score SHORT_IMG_SUSP_NTLD 1.333
+score SHORT_SHORTNER 1.998
+score STATIC_XPRIO_OLE 1.180
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 0.220
+score THIS_IS_ADV_SUSP_NTLD 1.471
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 1.517
+score TO_NAME_SUBJ_NO_RDNS 2.718
+score TO_NO_BRKTS_FROM_MSSP 1.555
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
@@ -208,26 +207,26 @@ score UNDISC_MONEY 3.3
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_DQ_UNSUB 2.697
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 3.096
score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.582
+score URI_TRY_3LD 1.590
score URI_WPADMIN 2.596
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.477
-score WALMART_IMG_NOT_RCVD_WAL 1.902
-score WANT_TO_ORDER 2.516
+score VFY_ACCT_NORDNS 0.398
+score WALMART_IMG_NOT_RCVD_WAL 0.939
+score WANT_TO_ORDER 2.645
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.338
+score XM_DIGITS_ONLY 0.772
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 0.040
+score YOUR_DELIVERY_ADDRESS 0.037
score YOU_INHERIT 2.796
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -308,7 +307,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -320,7 +318,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NORDNS_LOW_CONTRAST 1.000
score OBFU_BITCOIN 1.000
-score PDS_FROM_2_EMAILS 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891633&r1=1891632&r2=1891633&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jul 18 02:51:42 2021
@@ -1,263 +1,271 @@
-# Using score set 1 logs for revision 1891429 from:
-# ham-net-darxus.r1891429.log ham-net-ena-week0.r1891429.log ham-net-ena-week1.r1891429.log ham-net-ena-week2.r1891429.log ham-net-ena-week3.r1891429.log ham-net-ena-week4.r1891429.log ham-net-giovanni-ham.r1891429.log ham-net-giovanni-spammy.r1891429.log ham-net-giovanni-spam.r1891429.log ham-net-grenier.r1891429.log ham-net-hege.r1891429.log ham-net-jhardin.r1891429.log ham-net-llanga.r1891429.log ham-net-mmiroslaw-mails-ham.r1891429.log ham-net-mmiroslaw-mails-spam.r1891429.log ham-net-pds.r1891429.log ham-net-spamsponge.r1891429.log ham-net-thendrikx.r1891429.log ham-net-tsz-spam-corpus.r1891429.log spam-net-darxus.r1891429.log spam-net-ena-week0.r1891429.log spam-net-ena-week1.r1891429.log spam-net-ena-week2.r1891429.log spam-net-ena-week3.r1891429.log spam-net-ena-week4.r1891429.log spam-net-giovanni-ham.r1891429.log spam-net-giovanni-spammy.r1891429.log spam-net-giovanni-spam.r1891429.log spam-net-grenier.r1891429.log spam-net-hege.r1891429.log spam-net-jhardin.r1891429.log s
pam-net-llanga.r1891429.log spam-net-mmiroslaw-mails-ham.r1891429.log spam-net-mmiroslaw-mails-spam.r1891429.log spam-net-pds.r1891429.log spam-net-spamsponge.r1891429.log spam-net-thendrikx.r1891429.log spam-net-tsz-spam-corpus.r1891429.log
+# 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 2.996
-score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.025
-score AC_HTML_NONSENSE_TAGS 1.516
-score ADMITS_SPAM 3.396
-score ADVANCE_FEE_2_NEW_FORM 0.023
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 1.929
+score ACCT_PHISHING_MANY 2.999
+score AC_BR_BONANZA 0.001 # force non-zero
+score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 2.750
+score AC_HTML_NONSENSE_TAGS 1.490
+score ADMITS_SPAM 3.496
+score ADVANCE_FEE_2_NEW_FORM 0.609
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.492
+score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW 1.716
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.697
+score ADVANCE_FEE_3_NEW_MONEY 2.717
score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.846
-score ADVANCE_FEE_5_NEW 0.777
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.640
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.754
+score AD_PREFS 0.498
+score ALIBABA_IMG_NOT_RCVD_ALI 0.062
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
+score APP_DEVELOPMENT_NORDNS 0.674
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.166
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.730
+score BIGNUM_EMAILS_FREEM 1.713
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 0.993
-score BITCOIN_SPAM_05 1.304
-score BITCOIN_SPAM_07 3.499
-score BITCOIN_XPRIO 0.135
+score BITCOIN_SPAM_02 1.795
+score BITCOIN_SPAM_05 0.143
+score BITCOIN_SPAM_07 2.119
+score BITCOIN_XPRIO 0.334
+score BITCOIN_YOUR_INFO 2.308
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.018
+score BOGUS_MIME_VERSION 3.496
score CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 0.001
+score CTE_8BIT_MISMATCH 0.001
+score DEAR_BENEFICIARY 2.896
score DETAILS_OF_PRODUCT 1.248
-score DKIMWL_BL 2.303
-score DKIMWL_WL_HIGH -0.700
+score DKIMWL_BL 2.309
+score DKIMWL_WL_HIGH -1.466
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.998
-score DX_TEXT_03 1.398
-score DYNAMIC_IMGUR 2.190
-score EBAY_IMG_NOT_RCVD_EBAY 1.616
-score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 2.352
-score FAKE_REPLY_B 3.595
+score DX_TEXT_03 0.898
+score DYNAMIC_IMGUR 2.162
+score EBAY_IMG_NOT_RCVD_EBAY 2.649
+score ENCRYPTED_MESSAGE -0.999
+score FAKE_REPLY_A1 1.171
+score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DIRECT 0.106
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.498
-score FONT_INVIS_NORDNS 1.264
-score FORGED_SPF_HELO 1.351
+score FONT_INVIS_MSGID 1.854
+score FONT_INVIS_NORDNS 1.098
+score FORGED_SPF_HELO 1.312
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 0.001
+score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.753
+score FOUND_YOU 1.436
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.606
+score FROMSPACE 2.012
score FROM_2_EMAILS_SHORT 2.996
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.868
+score FROM_GOV_DKIM_AU -0.458
score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.156
+score FROM_MISSP_DYNIP 2.198
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 2.893
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+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 2.123
-score FROM_NAME_EQ_TO_G_DRIVE 0.320
-score FROM_NEWDOM_BTC 1.997
-score FROM_NTLD_REPLY_FREEMAIL 0.236
+score FROM_MULTI_NORDNS 2.164
+score FROM_NAME_EQ_TO_G_DRIVE 1.499
+score FROM_NEWDOM_BTC 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.844
score FROM_PAYPAL_SPOOF 0.001 # force non-zero
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.903
-score FSL_BULK_SIG 2.068
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.896
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 0.548
+score FSL_BULK_SIG 2.040
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_HELO_FAKE 1.247
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.097
+score FUZZY_AMAZON 2.197
score GB_FAKE_RF_SHORT 0.001
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.318
-score GOOG_REDIR_NORDNS 1.803
-score GOOG_STO_EMAIL_PHISH 2.917
-score GOOG_STO_HTML_PHISH 1.717
-score GOOG_STO_HTML_PHISH_MANY 1.359
-score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.997
-score HAS_X_OUTGOING_SPAM_STAT 0.508
-score HDRS_LCASE_IMGONLY 0.098
+score GOOGLE_DOC_SUSP 2.997
+score GOOG_REDIR_NORDNS 2.195
+score GOOG_STO_EMAIL_PHISH 2.585
+score GOOG_STO_HTML_PHISH 1.326
+score GOOG_STO_HTML_PHISH_MANY 1.037
+score GOOG_STO_IMG_HTML 2.997
+score GOOG_STO_NOIMG_HTML 2.996
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE 0.098
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.206
+score HK_NAME_MR_MRS 0.032
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.811
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.747
+score HOSTED_IMG_DIRECT_MX 2.418
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.409
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.756
+score HTML_FONT_TINY_NORDNS 1.482
+score HTML_OFF_PAGE 2.932
+score HTML_SINGLET_MANY 2.494
score HTML_TAG_BALANCE_CENTER 0.001
-score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.534
-score IMG_ONLY_FM_DOM_INFO 2.497
+score HTML_TEXT_INVISIBLE_FONT 0.672
+score HTML_TEXT_INVISIBLE_STYLE 1.683
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
+score KHOP_HELO_FCRDNS 0.399
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 1.416
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.140
+score LONG_HEX_URI 1.308
+score LONG_IMG_URI 0.862
+score LONG_INVISIBLE_TEXT 1.067
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.738
-score MALWARE_NORDNS 0.001
-score MANY_SPAN_IN_TEXT 1.764
-score MILLION_HUNDRED 0.001
+score LOTTO_AGENT 1.203
+score MALWARE_NORDNS 0.691
+score MANY_SPAN_IN_TEXT 1.634
+score MAY_BE_FORGED 2.497
+score MILLION_HUNDRED 1.451
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.693
-score MIXED_CENTER_CASE 2.298
-score MIXED_ES 2.511
-score MIXED_FONT_CASE 1.699
-score MIXED_HREF_CASE 0.254
-score MIXED_IMG_CASE 1.040
+score MIXED_AREA_CASE 0.802
+score MIXED_CENTER_CASE 2.399
+score MIXED_ES 2.512
+score MIXED_FONT_CASE 1.229
+score MIXED_HREF_CASE 1.999
+score MIXED_IMG_CASE 1.314
score 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 0.120
-score MONEY_FREEMAIL_REPTO 1.165
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 0.764
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.071
-score MSGID_WSP_TRAIL 0.488
-score MSMAIL_PRI_ABNORMAL 0.893
-score NAME_EMAIL_DIFF 0.327
-score NA_DOLLARS 0.319
-score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.137
+score MONEY_NOHTML 1.472
+score MSGID_WSP_TRAIL 0.712
+score MSMAIL_PRI_ABNORMAL 0.663
+score NAME_EMAIL_DIFF 0.001 # force non-zero
+score NA_DOLLARS 0.001
+score NEW_PRODUCTS 1.248
+score NICE_REPLY_A -0.070
+score NORDNS_LOW_CONTRAST 1.100
score NOT_SPAM 2.896
-score NO_FM_NAME_IP_HOSTN 0.001
+score NO_FM_NAME_IP_HOSTN 0.241
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.128
-score NUMBEREND_LINKBAIT 0.407
-score ODD_FREEM_REPTO 2.499
+score NSL_RCVD_HELO_USER 1.238
+score NUMBEREND_LINKBAIT 0.999
+score OBFU_TEXT_ATTACH 0.001
+score ODD_FREEM_REPTO 2.541
score ONLINE_MKTG_CNSLT 2.397
-score ORDER_TODAY 0.001
-score PDS_BTC_ID 0.498
+score ORDER_TODAY 0.502
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.093
-score PDS_DBL_URL_TNB_RUNON 0.604
-score PDS_FRNOM_TODOM_DBL_URL 1.498
+score PDS_BTC_NTLD 1.999
+score PDS_DBL_URL_TNB_RUNON 0.509
+score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 0.490
score PDS_FROM_2_EMAILS_SHRTNER 1.498
-score PDS_FROM_NAME_TO_DOMAIN 1.997
+score PDS_FROM_NAME_TO_DOMAIN 1.998
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.498
-score PDS_PHP_EVAL 1.192
+score PDS_PHPEXP_BOT 1.311
+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_FP 0.709
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 0.010
-score PHP_ORIG_SCRIPT_EVAL 2.712
-score PHP_SCRIPT 2.195
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PHP_ORIG_SCRIPT 1.124
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.311
+score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.893
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.926
+score RDNS_NUM_TLD_XM 2.615
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.622
-score REPTO_419_FRAUD_GM 2.754
-score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.796
-score SENDGRID_REDIR 1.311
-score SERGIO_SUBJECT_VIAGRA01 4.295
+score REPTO_419_FRAUD 2.996
+score REPTO_419_FRAUD_GM 2.420
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 0.784
+score SENDGRID_REDIR 1.216
+score SERGIO_SUBJECT_VIAGRA01 4.195
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.436
-score SHORTENER_SHORT_IMG 1.798
+score SHORTENER_SHORT_IMG 1.954
score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_BODY_G_DRIVE_DYN 1.064
+score SHORT_BODY_G_DRIVE_DYN 0.502
score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 2.344
-score SPOOFED_FREEMAIL 0.722
+score SINGLETS_LOW_CONTRAST 2.290
+score SPOOFED_FREEMAIL 1.300
score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 0.720
-score SPOOF_GMAIL_MID 1.498
+score SPOOFED_FREEM_REPTO_CHN 3.121
+score SPOOF_GMAIL_MID 0.946
score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score THIS_AD 0.898
-score THIS_IS_ADV_SUSP_NTLD 1.499
-score TO_EQ_FM_DIRECT_MX 0.130
+score THIS_IS_ADV_SUSP_NTLD 0.360
+score TO_EQ_FM_DIRECT_MX 0.010
+score TO_EQ_FM_DOM_HTML_ONLY 0.910
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.121
+score TO_NAME_SUBJ_NO_RDNS 2.126
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.001
+score TO_NO_BRKTS_HTML_IMG 0.168
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.198
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.203
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_PH_BODY_META 2.596
-score TVD_RCVD_SPACE_BRACKET 2.596
+score TVD_PH_BODY_META 2.696
+score TVD_RCVD_SPACE_BRACKET 1.662
score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.640
-score UPGRADE_MAILBOX 0.052
-score URI_DEOBFU_INSTR 3.695
-score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.399
+score UNDISC_MONEY 2.854
+score UNICODE_OBFU_ASC 2.497
+score UPGRADE_MAILBOX 0.001
+score URI_DEOBFU_INSTR 4.195
+score URI_DOTEDU 1.326
+score URI_DQ_UNSUB 2.397
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.696
+score URI_GOOGLE_PROXY 2.896
score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.499
-score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 1.514
-score URI_PHP_REDIR 3.294
-score URI_TRY_3LD 1.655
-score URI_WPADMIN 2.297
+score URI_ONLY_MSGID_MALF 0.001 # force non-zero
+score URI_PHISH 3.314
+score URI_PHP_REDIR 3.186
+score URI_TRY_3LD 1.080
+score URI_WPADMIN 2.397
score URI_WP_HACKED 0.001
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.001
-score WALMART_IMG_NOT_RCVD_WAL 2.150
-score WANT_TO_ORDER 1.482
+score VFY_ACCT_NORDNS 0.570
+score WALMART_IMG_NOT_RCVD_WAL 0.203
+score WANT_TO_ORDER 2.747
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.682
-score XM_RANDOM 1.396
-score XM_RECPTID 2.990
-score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.497
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 0.001
+score XM_RANDOM 1.460
+score XM_RECPTID 2.996
+score XPRIO_URL_SHORTNER 0.999
+score YOUR_DELIVERY_ADDRESS 0.301
+score YOU_INHERIT 0.992
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -287,7 +295,6 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
-score BITCOIN_YOUR_INFO 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -302,6 +309,7 @@ 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_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
@@ -309,7 +317,6 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_ADDR_WS 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
-score FROM_MISSP_PHISH 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
@@ -331,6 +338,7 @@ score HOSTED_IMG_MULTI 1.0
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
+score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LIST_PRTL_PUMPDUMP 1.000
@@ -385,7 +393,6 @@ score SYSADMIN 1.0
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_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1891633&r1=1891632&r2=1891633&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jul 18 02:51:42 2021
@@ -1,12 +1,12 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 242499 35.717% (99.680% of non-spam corpus)
-# Correctly spam: 337195 49.665% (77.398% of spam corpus)
-# False positives: 778 0.115% (0.320% of nonspam, 47691 weighted)
-# False negatives: 98467 14.503% (22.602% of spam, 170552 weighted)
-# Average score for spam: 11.8 nonspam: 0.6
-# Average for false-pos: 6.8 false-neg: 1.7
+# Correctly non-spam: 242498 35.717% (99.680% of non-spam corpus)
+# Correctly spam: 335922 49.477% (77.106% of spam corpus)
+# False positives: 779 0.115% (0.320% of nonspam, 47763 weighted)
+# False negatives: 99740 14.691% (22.894% of spam, 176997 weighted)
+# Average score for spam: 11.7 nonspam: 0.6
+# Average for false-pos: 6.8 false-neg: 1.8
# TOTAL: 678939 100.00%
Reading scores from "tmprules"...
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30342 99.71%
-# Correctly spam: 41891 77.13%
+# Correctly spam: 41642 76.67%
# False positives: 89 0.29%
-# False negatives: 12423 22.87%
-# TCR(l=50): 3.218989 SpamRecall: 77.127% SpamPrec: 99.788%
+# False negatives: 12672 23.33%
+# TCR(l=50): 3.172176 SpamRecall: 76.669% SpamPrec: 99.787%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891633&r1=1891632&r2=1891633&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jul 18 02:51:42 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 245596 35.538% (99.578% of non-spam corpus)
-# Correctly spam: 386968 55.995% (87.068% of spam corpus)
-# False positives: 1040 0.150% (0.422% of nonspam, 135822 weighted)
-# False negatives: 57473 8.316% (12.932% of spam, 119498 weighted)
-# Average score for spam: 16.9 nonspam: -0.6
-# Average for false-pos: 7.2 false-neg: 2.1
-# TOTAL: 691077 100.00%
+# Correctly non-spam: 243716 35.620% (99.589% of non-spam corpus)
+# Correctly spam: 383490 56.048% (87.258% of spam corpus)
+# False positives: 1005 0.147% (0.411% of nonspam, 137065 weighted)
+# False negatives: 56001 8.185% (12.742% of spam, 115740 weighted)
+# Average score for spam: 16.3 nonspam: -0.8
+# Average for false-pos: 7.6 false-neg: 2.1
+# TOTAL: 684212 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30649 99.55%
-# Correctly spam: 48341 87.27%
-# False positives: 138 0.45%
-# False negatives: 7049 12.73%
-# TCR(l=50): 3.970894 SpamRecall: 87.274% SpamPrec: 99.715%
+# Correctly non-spam: 30463 99.63%
+# Correctly spam: 47841 87.32%
+# False positives: 113 0.37%
+# False negatives: 6947 12.68%
+# TCR(l=50): 4.349290 SpamRecall: 87.320% SpamPrec: 99.764%
##### 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: 245715 99.63%
-# Correctly spam: 303642 68.32%
-# False positives: 921 0.37%
-# False negatives: 140799 31.68%
-# TCR(l=50): 2.378611 SpamRecall: 68.320% SpamPrec: 99.698%
+# Correctly non-spam: 243639 99.56%
+# Correctly spam: 301008 68.49%
+# False positives: 1082 0.44%
+# False negatives: 138483 31.51%
+# TCR(l=50): 2.282086 SpamRecall: 68.490% SpamPrec: 99.642%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30668 99.61%
-# Correctly spam: 38062 68.72%
-# False positives: 119 0.39%
-# False negatives: 17328 31.28%
-# TCR(l=50): 2.379500 SpamRecall: 68.716% SpamPrec: 99.688%
+# Correctly non-spam: 30454 99.60%
+# Correctly spam: 37583 68.60%
+# False positives: 122 0.40%
+# False negatives: 17205 31.40%
+# TCR(l=50): 2.350912 SpamRecall: 68.597% SpamPrec: 99.676%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891633&r1=1891632&r2=1891633&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Jul 18 02:51:42 2021
@@ -7,20 +7,20 @@ score AC_DIV_BONANZA 0.0
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 0.331
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.498
-score ADVANCE_FEE_2_NEW_MONEY 1.586
-score ADVANCE_FEE_3_NEW 2.503
+score ADVANCE_FEE_2_NEW_FORM 1.517
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
+score ADVANCE_FEE_2_NEW_MONEY 1.585
+score ADVANCE_FEE_3_NEW 2.534
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.813
+score ADVANCE_FEE_3_NEW_MONEY 2.814
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.996
score ADVANCE_FEE_5_NEW 2.696
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 1.994
+score AD_PREFS 0.315
+score ALIBABA_IMG_NOT_RCVD_ALI 1.165
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
@@ -30,172 +30,171 @@ score BITCOIN_MALF_HTML 3.4
score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 1.066
+score BITCOIN_XPRIO 1.098
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 CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 1.259
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 1.258
score DETAILS_OF_PRODUCT 1.248
-score DX_TEXT_03 1.098
-score DYNAMIC_IMGUR 3.392
-score EBAY_IMG_NOT_RCVD_EBAY 1.355
-score ENCRYPTED_MESSAGE -0.997
+score DX_TEXT_03 1.099
+score DYNAMIC_IMGUR 2.773
+score EBAY_IMG_NOT_RCVD_EBAY 2.042
+score ENCRYPTED_MESSAGE -0.900
score FAKE_REPLY_A1 3.895
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.197
-score FONT_INVIS_DIRECT 2.403
+score FILL_THIS_FORM 1.202
+score FONT_INVIS_DIRECT 2.377
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 0.001
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.121
+score FONT_INVIS_NORDNS 1.935
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 3.196
-score FROM_2_EMAILS_SHORT 2.749
+score FROM_2_EMAILS_SHORT 2.776
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.830
+score FROM_MISSP_DYNIP 0.799
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.337
+score FROM_MISSP_FREEMAIL 2.311
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.727
-score FROM_NAME_EQ_TO_G_DRIVE 0.918
-score FROM_NTLD_LINKBAIT 1.575
-score FROM_NTLD_REPLY_FREEMAIL 1.750
+score FROM_MULTI_NORDNS 0.748
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_LINKBAIT 1.074
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 3.096
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.397
-score GB_FAKE_RF_SHORT 0.370
+score GB_FAKE_RF_SHORT 0.384
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
-score GOOG_REDIR_NORDNS 2.597
-score GOOG_STO_EMAIL_PHISH 2.786
-score GOOG_STO_HTML_PHISH 1.969
-score GOOG_STO_HTML_PHISH_MANY 2.539
+score GOOG_REDIR_NORDNS 2.612
+score GOOG_STO_EMAIL_PHISH 2.093
+score GOOG_STO_HTML_PHISH 2.633
+score GOOG_STO_HTML_PHISH_MANY 0.745
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.997
score HAS_X_OUTGOING_SPAM_STAT 1.997
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.909
-score HDR_ORDER_FTSDMCXX_DIRECT 0.734
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 1.473
+score HDR_ORDER_FTSDMCXX_DIRECT 0.320
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.875
-score HOSTED_IMG_DIRECT_MX 3.497
+score HK_SCAM 0.871
+score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_FONT_TINY_NORDNS 1.498
-score HTML_OFF_PAGE 2.997
-score HTML_TAG_BALANCE_CENTER 0.802
-score HTML_TEXT_INVISIBLE_STYLE 3.370
+score HTML_OFF_PAGE 2.996
+score HTML_TAG_BALANCE_CENTER 0.416
+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 0.001
-score LONG_INVISIBLE_TEXT 1.397
+score LONG_INVISIBLE_TEXT 1.389
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.329
-score MALWARE_NORDNS 2.105
+score LOTTO_AGENT 0.770
+score MALWARE_NORDNS 2.099
score MANY_SPAN_IN_TEXT 2.696
score MILLION_HUNDRED 3.096
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.615
-score MIXED_AREA_CASE 1.084
+score MIMEOLE_DIRECT_TO_MX 1.645
+score MIXED_AREA_CASE 2.120
score MIXED_CENTER_CASE 2.497
score MIXED_ES 3.496
-score MIXED_FONT_CASE 1.274
-score MIXED_HREF_CASE 1.023
-score MIXED_IMG_CASE 0.775
+score MIXED_FONT_CASE 1.038
+score MIXED_HREF_CASE 1.797
+score MIXED_IMG_CASE 0.696
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 # force non-zero
-score MONEY_FRAUD_8 1.063
-score MONEY_FREEMAIL_REPTO 2.435
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 0.594
+score MONEY_FREEMAIL_REPTO 2.416
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.594
-score MSGID_WSP_TRAIL 1.506
-score MSMAIL_PRI_ABNORMAL 1.211
-score NAME_EMAIL_DIFF 1.749
-score NA_DOLLARS 0.451
-score NEW_PRODUCTS 1.249
-score NICE_REPLY_A -0.244
+score MONEY_FROM_MISSP 0.001 # force non-zero
+score MONEY_NOHTML 1.581
+score MSGID_WSP_TRAIL 0.656
+score MSMAIL_PRI_ABNORMAL 1.321
+score NAME_EMAIL_DIFF 1.728
+score NA_DOLLARS 0.922
+score NEW_PRODUCTS 1.248
+score NICE_REPLY_A -0.247
score NOT_SPAM 3.096
-score NO_FM_NAME_IP_HOSTN 0.099
+score NO_FM_NAME_IP_HOSTN 0.082
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.500
+score NUMBEREND_LINKBAIT 0.769
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.358
+score OFFER_ONLY_AMERICA 0.521
score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 1.748
-score PDS_BTC_ID 0.499
+score ORDER_TODAY 1.024
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.919
+score PDS_BTC_NTLD 1.812
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 1.256
+score PDS_FROM_2_EMAILS_SHRTNER 1.257
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.998
+score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 0.503
+score PDS_PHPEXP_BOT 0.507
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
+score PDS_RDNS_DYNAMIC_FP 0.001
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.998
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.196
-score PHP_ORIG_SCRIPT 2.497
+score PHP_ORIG_SCRIPT 2.273
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 1.998
-score RATWARE_NO_RDNS 2.373
-score RDNS_NUM_TLD_XM 2.571
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 1.839
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 2.229
+score RDNS_NUM_TLD_XM 1.705
+score READY_TO_SHIP 1.248
+score REPTO_419_FRAUD 1.056
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 3.097
-score SCC_NEWBIE_HASBEENS 2.885
+score RISK_FREE 3.096
+score SCC_NEWBIE_HASBEENS 2.899
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 3.483
+score SERGIO_SUBJECT_VIAGRA01 2.746
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.896
-score SHORTENER_SHORT_IMG 1.361
+score SHORTENER_SHORT_IMG 1.396
score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_BODY_G_DRIVE_DYN 0.516
-score SHORT_IMG_SUSP_NTLD 0.384
-score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.832
+score SHORT_BODY_G_DRIVE_DYN 1.084
+score SHORT_IMG_SUSP_NTLD 1.333
+score SHORT_SHORTNER 1.998
+score STATIC_XPRIO_OLE 1.180
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 0.220
+score THIS_IS_ADV_SUSP_NTLD 1.471
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 1.517
+score TO_NAME_SUBJ_NO_RDNS 2.718
+score TO_NO_BRKTS_FROM_MSSP 1.555
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
@@ -208,26 +207,26 @@ score UNDISC_MONEY 3.3
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_DQ_UNSUB 2.697
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 3.096
score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.582
+score URI_TRY_3LD 1.590
score URI_WPADMIN 2.596
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.477
-score WALMART_IMG_NOT_RCVD_WAL 1.902
-score WANT_TO_ORDER 2.516
+score VFY_ACCT_NORDNS 0.398
+score WALMART_IMG_NOT_RCVD_WAL 0.939
+score WANT_TO_ORDER 2.645
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.338
+score XM_DIGITS_ONLY 0.772
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 0.040
+score YOUR_DELIVERY_ADDRESS 0.037
score YOU_INHERIT 2.796
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -308,7 +307,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -320,7 +318,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NORDNS_LOW_CONTRAST 1.000
score OBFU_BITCOIN 1.000
-score PDS_FROM_2_EMAILS 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891633&r1=1891632&r2=1891633&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jul 18 02:51:42 2021
@@ -1,263 +1,271 @@
-# Using score set 1 logs for revision 1891429 from:
-# ham-net-darxus.r1891429.log ham-net-ena-week0.r1891429.log ham-net-ena-week1.r1891429.log ham-net-ena-week2.r1891429.log ham-net-ena-week3.r1891429.log ham-net-ena-week4.r1891429.log ham-net-giovanni-ham.r1891429.log ham-net-giovanni-spammy.r1891429.log ham-net-giovanni-spam.r1891429.log ham-net-grenier.r1891429.log ham-net-hege.r1891429.log ham-net-jhardin.r1891429.log ham-net-llanga.r1891429.log ham-net-mmiroslaw-mails-ham.r1891429.log ham-net-mmiroslaw-mails-spam.r1891429.log ham-net-pds.r1891429.log ham-net-spamsponge.r1891429.log ham-net-thendrikx.r1891429.log ham-net-tsz-spam-corpus.r1891429.log spam-net-darxus.r1891429.log spam-net-ena-week0.r1891429.log spam-net-ena-week1.r1891429.log spam-net-ena-week2.r1891429.log spam-net-ena-week3.r1891429.log spam-net-ena-week4.r1891429.log spam-net-giovanni-ham.r1891429.log spam-net-giovanni-spammy.r1891429.log spam-net-giovanni-spam.r1891429.log spam-net-grenier.r1891429.log spam-net-hege.r1891429.log spam-net-jhardin.r1891429.log s
pam-net-llanga.r1891429.log spam-net-mmiroslaw-mails-ham.r1891429.log spam-net-mmiroslaw-mails-spam.r1891429.log spam-net-pds.r1891429.log spam-net-spamsponge.r1891429.log spam-net-thendrikx.r1891429.log spam-net-tsz-spam-corpus.r1891429.log
+# 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 2.996
-score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.025
-score AC_HTML_NONSENSE_TAGS 1.516
-score ADMITS_SPAM 3.396
-score ADVANCE_FEE_2_NEW_FORM 0.023
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 1.929
+score ACCT_PHISHING_MANY 2.999
+score AC_BR_BONANZA 0.001 # force non-zero
+score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 2.750
+score AC_HTML_NONSENSE_TAGS 1.490
+score ADMITS_SPAM 3.496
+score ADVANCE_FEE_2_NEW_FORM 0.609
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.492
+score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW 1.716
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.697
+score ADVANCE_FEE_3_NEW_MONEY 2.717
score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.846
-score ADVANCE_FEE_5_NEW 0.777
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.640
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.754
+score AD_PREFS 0.498
+score ALIBABA_IMG_NOT_RCVD_ALI 0.062
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
+score APP_DEVELOPMENT_NORDNS 0.674
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.166
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.730
+score BIGNUM_EMAILS_FREEM 1.713
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 0.993
-score BITCOIN_SPAM_05 1.304
-score BITCOIN_SPAM_07 3.499
-score BITCOIN_XPRIO 0.135
+score BITCOIN_SPAM_02 1.795
+score BITCOIN_SPAM_05 0.143
+score BITCOIN_SPAM_07 2.119
+score BITCOIN_XPRIO 0.334
+score BITCOIN_YOUR_INFO 2.308
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.018
+score BOGUS_MIME_VERSION 3.496
score CK_HELO_GENERIC 0.248
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 0.001
+score CTE_8BIT_MISMATCH 0.001
+score DEAR_BENEFICIARY 2.896
score DETAILS_OF_PRODUCT 1.248
-score DKIMWL_BL 2.303
-score DKIMWL_WL_HIGH -0.700
+score DKIMWL_BL 2.309
+score DKIMWL_WL_HIGH -1.466
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.998
-score DX_TEXT_03 1.398
-score DYNAMIC_IMGUR 2.190
-score EBAY_IMG_NOT_RCVD_EBAY 1.616
-score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 2.352
-score FAKE_REPLY_B 3.595
+score DX_TEXT_03 0.898
+score DYNAMIC_IMGUR 2.162
+score EBAY_IMG_NOT_RCVD_EBAY 2.649
+score ENCRYPTED_MESSAGE -0.999
+score FAKE_REPLY_A1 1.171
+score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DIRECT 0.106
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.498
-score FONT_INVIS_NORDNS 1.264
-score FORGED_SPF_HELO 1.351
+score FONT_INVIS_MSGID 1.854
+score FONT_INVIS_NORDNS 1.098
+score FORGED_SPF_HELO 1.312
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 0.001
+score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.753
+score FOUND_YOU 1.436
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.606
+score FROMSPACE 2.012
score FROM_2_EMAILS_SHORT 2.996
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.868
+score FROM_GOV_DKIM_AU -0.458
score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.156
+score FROM_MISSP_DYNIP 2.198
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 2.893
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+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 2.123
-score FROM_NAME_EQ_TO_G_DRIVE 0.320
-score FROM_NEWDOM_BTC 1.997
-score FROM_NTLD_REPLY_FREEMAIL 0.236
+score FROM_MULTI_NORDNS 2.164
+score FROM_NAME_EQ_TO_G_DRIVE 1.499
+score FROM_NEWDOM_BTC 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.844
score FROM_PAYPAL_SPOOF 0.001 # force non-zero
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.903
-score FSL_BULK_SIG 2.068
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.896
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 0.548
+score FSL_BULK_SIG 2.040
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_HELO_FAKE 1.247
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.097
+score FUZZY_AMAZON 2.197
score GB_FAKE_RF_SHORT 0.001
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.318
-score GOOG_REDIR_NORDNS 1.803
-score GOOG_STO_EMAIL_PHISH 2.917
-score GOOG_STO_HTML_PHISH 1.717
-score GOOG_STO_HTML_PHISH_MANY 1.359
-score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.997
-score HAS_X_OUTGOING_SPAM_STAT 0.508
-score HDRS_LCASE_IMGONLY 0.098
+score GOOGLE_DOC_SUSP 2.997
+score GOOG_REDIR_NORDNS 2.195
+score GOOG_STO_EMAIL_PHISH 2.585
+score GOOG_STO_HTML_PHISH 1.326
+score GOOG_STO_HTML_PHISH_MANY 1.037
+score GOOG_STO_IMG_HTML 2.997
+score GOOG_STO_NOIMG_HTML 2.996
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE 0.098
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.206
+score HK_NAME_MR_MRS 0.032
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.811
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.747
+score HOSTED_IMG_DIRECT_MX 2.418
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.409
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.756
+score HTML_FONT_TINY_NORDNS 1.482
+score HTML_OFF_PAGE 2.932
+score HTML_SINGLET_MANY 2.494
score HTML_TAG_BALANCE_CENTER 0.001
-score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.534
-score IMG_ONLY_FM_DOM_INFO 2.497
+score HTML_TEXT_INVISIBLE_FONT 0.672
+score HTML_TEXT_INVISIBLE_STYLE 1.683
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
+score KHOP_HELO_FCRDNS 0.399
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 1.416
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.140
+score LONG_HEX_URI 1.308
+score LONG_IMG_URI 0.862
+score LONG_INVISIBLE_TEXT 1.067
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.738
-score MALWARE_NORDNS 0.001
-score MANY_SPAN_IN_TEXT 1.764
-score MILLION_HUNDRED 0.001
+score LOTTO_AGENT 1.203
+score MALWARE_NORDNS 0.691
+score MANY_SPAN_IN_TEXT 1.634
+score MAY_BE_FORGED 2.497
+score MILLION_HUNDRED 1.451
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.693
-score MIXED_CENTER_CASE 2.298
-score MIXED_ES 2.511
-score MIXED_FONT_CASE 1.699
-score MIXED_HREF_CASE 0.254
-score MIXED_IMG_CASE 1.040
+score MIXED_AREA_CASE 0.802
+score MIXED_CENTER_CASE 2.399
+score MIXED_ES 2.512
+score MIXED_FONT_CASE 1.229
+score MIXED_HREF_CASE 1.999
+score MIXED_IMG_CASE 1.314
score 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 0.120
-score MONEY_FREEMAIL_REPTO 1.165
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 0.764
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.071
-score MSGID_WSP_TRAIL 0.488
-score MSMAIL_PRI_ABNORMAL 0.893
-score NAME_EMAIL_DIFF 0.327
-score NA_DOLLARS 0.319
-score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.137
+score MONEY_NOHTML 1.472
+score MSGID_WSP_TRAIL 0.712
+score MSMAIL_PRI_ABNORMAL 0.663
+score NAME_EMAIL_DIFF 0.001 # force non-zero
+score NA_DOLLARS 0.001
+score NEW_PRODUCTS 1.248
+score NICE_REPLY_A -0.070
+score NORDNS_LOW_CONTRAST 1.100
score NOT_SPAM 2.896
-score NO_FM_NAME_IP_HOSTN 0.001
+score NO_FM_NAME_IP_HOSTN 0.241
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.128
-score NUMBEREND_LINKBAIT 0.407
-score ODD_FREEM_REPTO 2.499
+score NSL_RCVD_HELO_USER 1.238
+score NUMBEREND_LINKBAIT 0.999
+score OBFU_TEXT_ATTACH 0.001
+score ODD_FREEM_REPTO 2.541
score ONLINE_MKTG_CNSLT 2.397
-score ORDER_TODAY 0.001
-score PDS_BTC_ID 0.498
+score ORDER_TODAY 0.502
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.093
-score PDS_DBL_URL_TNB_RUNON 0.604
-score PDS_FRNOM_TODOM_DBL_URL 1.498
+score PDS_BTC_NTLD 1.999
+score PDS_DBL_URL_TNB_RUNON 0.509
+score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 0.490
score PDS_FROM_2_EMAILS_SHRTNER 1.498
-score PDS_FROM_NAME_TO_DOMAIN 1.997
+score PDS_FROM_NAME_TO_DOMAIN 1.998
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.498
-score PDS_PHP_EVAL 1.192
+score PDS_PHPEXP_BOT 1.311
+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_FP 0.709
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.096
-score PHP_ORIG_SCRIPT 0.010
-score PHP_ORIG_SCRIPT_EVAL 2.712
-score PHP_SCRIPT 2.195
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PHP_ORIG_SCRIPT 1.124
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.311
+score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.893
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.926
+score RDNS_NUM_TLD_XM 2.615
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.622
-score REPTO_419_FRAUD_GM 2.754
-score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.796
-score SENDGRID_REDIR 1.311
-score SERGIO_SUBJECT_VIAGRA01 4.295
+score REPTO_419_FRAUD 2.996
+score REPTO_419_FRAUD_GM 2.420
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 0.784
+score SENDGRID_REDIR 1.216
+score SERGIO_SUBJECT_VIAGRA01 4.195
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.436
-score SHORTENER_SHORT_IMG 1.798
+score SHORTENER_SHORT_IMG 1.954
score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_BODY_G_DRIVE_DYN 1.064
+score SHORT_BODY_G_DRIVE_DYN 0.502
score SHORT_SHORTNER 0.001
-score SINGLETS_LOW_CONTRAST 2.344
-score SPOOFED_FREEMAIL 0.722
+score SINGLETS_LOW_CONTRAST 2.290
+score SPOOFED_FREEMAIL 1.300
score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 0.720
-score SPOOF_GMAIL_MID 1.498
+score SPOOFED_FREEM_REPTO_CHN 3.121
+score SPOOF_GMAIL_MID 0.946
score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
score THIS_AD 0.898
-score THIS_IS_ADV_SUSP_NTLD 1.499
-score TO_EQ_FM_DIRECT_MX 0.130
+score THIS_IS_ADV_SUSP_NTLD 0.360
+score TO_EQ_FM_DIRECT_MX 0.010
+score TO_EQ_FM_DOM_HTML_ONLY 0.910
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.121
+score TO_NAME_SUBJ_NO_RDNS 2.126
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.001
+score TO_NO_BRKTS_HTML_IMG 0.168
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.198
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.203
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_PH_BODY_META 2.596
-score TVD_RCVD_SPACE_BRACKET 2.596
+score TVD_PH_BODY_META 2.696
+score TVD_RCVD_SPACE_BRACKET 1.662
score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.640
-score UPGRADE_MAILBOX 0.052
-score URI_DEOBFU_INSTR 3.695
-score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.399
+score UNDISC_MONEY 2.854
+score UNICODE_OBFU_ASC 2.497
+score UPGRADE_MAILBOX 0.001
+score URI_DEOBFU_INSTR 4.195
+score URI_DOTEDU 1.326
+score URI_DQ_UNSUB 2.397
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.696
+score URI_GOOGLE_PROXY 2.896
score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.499
-score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 1.514
-score URI_PHP_REDIR 3.294
-score URI_TRY_3LD 1.655
-score URI_WPADMIN 2.297
+score URI_ONLY_MSGID_MALF 0.001 # force non-zero
+score URI_PHISH 3.314
+score URI_PHP_REDIR 3.186
+score URI_TRY_3LD 1.080
+score URI_WPADMIN 2.397
score URI_WP_HACKED 0.001
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.001
-score WALMART_IMG_NOT_RCVD_WAL 2.150
-score WANT_TO_ORDER 1.482
+score VFY_ACCT_NORDNS 0.570
+score WALMART_IMG_NOT_RCVD_WAL 0.203
+score WANT_TO_ORDER 2.747
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.682
-score XM_RANDOM 1.396
-score XM_RECPTID 2.990
-score XPRIO_URL_SHORTNER 0.998
-score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.497
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 0.001
+score XM_RANDOM 1.460
+score XM_RECPTID 2.996
+score XPRIO_URL_SHORTNER 0.999
+score YOUR_DELIVERY_ADDRESS 0.301
+score YOU_INHERIT 0.992
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -287,7 +295,6 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
-score BITCOIN_YOUR_INFO 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -302,6 +309,7 @@ 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_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
@@ -309,7 +317,6 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_ADDR_WS 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
-score FROM_MISSP_PHISH 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
@@ -331,6 +338,7 @@ score HOSTED_IMG_MULTI 1.0
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
+score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LIST_PRTL_PUMPDUMP 1.000
@@ -385,7 +393,6 @@ score SYSADMIN 1.0
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_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1891633&r1=1891632&r2=1891633&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jul 18 02:51:42 2021
@@ -1,12 +1,12 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 242499 35.717% (99.680% of non-spam corpus)
-# Correctly spam: 337195 49.665% (77.398% of spam corpus)
-# False positives: 778 0.115% (0.320% of nonspam, 47691 weighted)
-# False negatives: 98467 14.503% (22.602% of spam, 170552 weighted)
-# Average score for spam: 11.8 nonspam: 0.6
-# Average for false-pos: 6.8 false-neg: 1.7
+# Correctly non-spam: 242498 35.717% (99.680% of non-spam corpus)
+# Correctly spam: 335922 49.477% (77.106% of spam corpus)
+# False positives: 779 0.115% (0.320% of nonspam, 47763 weighted)
+# False negatives: 99740 14.691% (22.894% of spam, 176997 weighted)
+# Average score for spam: 11.7 nonspam: 0.6
+# Average for false-pos: 6.8 false-neg: 1.8
# TOTAL: 678939 100.00%
Reading scores from "tmprules"...
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30342 99.71%
-# Correctly spam: 41891 77.13%
+# Correctly spam: 41642 76.67%
# False positives: 89 0.29%
-# False negatives: 12423 22.87%
-# TCR(l=50): 3.218989 SpamRecall: 77.127% SpamPrec: 99.788%
+# False negatives: 12672 23.33%
+# TCR(l=50): 3.172176 SpamRecall: 76.669% SpamPrec: 99.787%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891633&r1=1891632&r2=1891633&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jul 18 02:51:42 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 245596 35.538% (99.578% of non-spam corpus)
-# Correctly spam: 386968 55.995% (87.068% of spam corpus)
-# False positives: 1040 0.150% (0.422% of nonspam, 135822 weighted)
-# False negatives: 57473 8.316% (12.932% of spam, 119498 weighted)
-# Average score for spam: 16.9 nonspam: -0.6
-# Average for false-pos: 7.2 false-neg: 2.1
-# TOTAL: 691077 100.00%
+# Correctly non-spam: 243716 35.620% (99.589% of non-spam corpus)
+# Correctly spam: 383490 56.048% (87.258% of spam corpus)
+# False positives: 1005 0.147% (0.411% of nonspam, 137065 weighted)
+# False negatives: 56001 8.185% (12.742% of spam, 115740 weighted)
+# Average score for spam: 16.3 nonspam: -0.8
+# Average for false-pos: 7.6 false-neg: 2.1
+# TOTAL: 684212 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30649 99.55%
-# Correctly spam: 48341 87.27%
-# False positives: 138 0.45%
-# False negatives: 7049 12.73%
-# TCR(l=50): 3.970894 SpamRecall: 87.274% SpamPrec: 99.715%
+# Correctly non-spam: 30463 99.63%
+# Correctly spam: 47841 87.32%
+# False positives: 113 0.37%
+# False negatives: 6947 12.68%
+# TCR(l=50): 4.349290 SpamRecall: 87.320% SpamPrec: 99.764%
##### 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: 245715 99.63%
-# Correctly spam: 303642 68.32%
-# False positives: 921 0.37%
-# False negatives: 140799 31.68%
-# TCR(l=50): 2.378611 SpamRecall: 68.320% SpamPrec: 99.698%
+# Correctly non-spam: 243639 99.56%
+# Correctly spam: 301008 68.49%
+# False positives: 1082 0.44%
+# False negatives: 138483 31.51%
+# TCR(l=50): 2.282086 SpamRecall: 68.490% SpamPrec: 99.642%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30668 99.61%
-# Correctly spam: 38062 68.72%
-# False positives: 119 0.39%
-# False negatives: 17328 31.28%
-# TCR(l=50): 2.379500 SpamRecall: 68.716% SpamPrec: 99.688%
+# Correctly non-spam: 30454 99.60%
+# Correctly spam: 37583 68.60%
+# False positives: 122 0.40%
+# False negatives: 17205 31.40%
+# TCR(l=50): 2.350912 SpamRecall: 68.597% SpamPrec: 99.676%