Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891817&r1=1891816&r2=1891817&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Jul 27 02:45:16 2021
@@ -7,23 +7,23 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 1.081
+score ADVANCE_FEE_2_NEW_FORM 0.372
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.947
-score ADVANCE_FEE_3_NEW 3.238
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.239
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.023
+score ADVANCE_FEE_3_NEW_MONEY 2.042
score ADVANCE_FEE_4_NEW 2.596
-score ADVANCE_FEE_4_NEW_MONEY 0.738
+score ADVANCE_FEE_4_NEW_MONEY 1.632
score ADVANCE_FEE_5_NEW 2.696
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.932
-score ADVANCE_FEE_5_NEW_MONEY 0.378
-score AD_PREFS 0.348
-score ALIBABA_IMG_NOT_RCVD_ALI 2.497
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.500
+score ADVANCE_FEE_5_NEW_MONEY 0.224
+score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 2.498
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.436
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.507
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
@@ -31,63 +31,64 @@ score BITCOIN_ONAN 2.9
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.755
+score BITCOIN_XPRIO 0.854
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 0.595
+score DEAR_BENEFICIARY 0.649
score DETAILS_OF_PRODUCT 1.248
score DX_TEXT_03 0.898
-score DYNAMIC_IMGUR 0.761
-score EBAY_IMG_NOT_RCVD_EBAY 0.808
-score ENCRYPTED_MESSAGE -0.901
+score DYNAMIC_IMGUR 2.862
+score EBAY_IMG_NOT_RCVD_EBAY 1.448
+score ENCRYPTED_MESSAGE -0.898
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 3.995
+score FAKE_REPLY_A1 3.895
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.198
-score FONT_INVIS_DIRECT 2.386
+score FILL_THIS_FORM 1.197
+score FONT_INVIS_DIRECT 2.400
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 2.499
+score FONT_INVIS_NORDNS 1.422
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 3.196
-score FROM_2_EMAILS_SHORT 2.351
-score FROM_MISSPACED 0.998
+score FROM_2_EMAILS_SHORT 2.614
+score FROM_MISSPACED 1.164
+score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.396
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_FREEMAIL 3.234
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.347
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_MULTI_NORDNS 0.358
+score FROM_NAME_EQ_TO_G_DRIVE 0.291
score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD 0.499
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 0.781
+score GB_FAKE_RF_SHORT 0.354
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.485
-score GOOG_REDIR_NORDNS 2.620
-score GOOG_STO_EMAIL_PHISH 2.187
-score GOOG_STO_HTML_PHISH 1.958
-score GOOG_STO_HTML_PHISH_MANY 3.305
+score GOOGLE_DOC_SUSP 2.498
+score GOOG_REDIR_NORDNS 2.592
+score GOOG_STO_EMAIL_PHISH 2.258
+score GOOG_STO_HTML_PHISH 2.807
+score GOOG_STO_HTML_PHISH_MANY 1.293
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.246
-score HDR_ORDER_FTSDMCXX_DIRECT 0.832
+score HDRS_MISSP 2.128
+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
@@ -96,91 +97,90 @@ score HK_NAME_MR_MRS 0.9
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.215
-score HOSTED_IMG_DIRECT_MX 3.144
+score HK_SCAM 1.045
+score HOSTED_IMG_DIRECT_MX 1.933
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_OFF_PAGE 2.996
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 0.465
-score LONG_INVISIBLE_TEXT 1.776
+score LONG_HEX_URI 2.997
+score LONG_IMG_URI 0.497
+score LONG_INVISIBLE_TEXT 1.786
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.052
-score MALWARE_NORDNS 2.103
+score LOTTO_AGENT 1.499
+score MALWARE_NORDNS 2.107
score MANY_SPAN_IN_TEXT 2.497
score MILLION_HUNDRED 3.096
-score MILLION_USD 0.245
-score MIMEOLE_DIRECT_TO_MX 0.308
-score MIXED_AREA_CASE 1.860
-score MIXED_CENTER_CASE 1.300
-score MIXED_ES 2.993
-score MIXED_FONT_CASE 1.613
-score MIXED_HREF_CASE 1.264
-score MIXED_IMG_CASE 1.394
+score MILLION_USD 0.001
+score MIMEOLE_DIRECT_TO_MX 1.044
+score MIXED_AREA_CASE 1.132
+score MIXED_CENTER_CASE 0.814
+score MIXED_ES 2.996
+score MIXED_FONT_CASE 1.477
+score MIXED_HREF_CASE 0.989
+score MIXED_IMG_CASE 0.752
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.450
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 1.381
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.561
+score MONEY_FRAUD_8 0.769
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.281
-score MSGID_WSP_TRAIL 1.431
-score MSMAIL_PRI_ABNORMAL 0.652
-score NAME_EMAIL_DIFF 2.117
-score NA_DOLLARS 0.319
+score MONEY_NOHTML 1.249
+score MSGID_WSP_TRAIL 1.679
+score MSMAIL_PRI_ABNORMAL 0.503
+score NAME_EMAIL_DIFF 1.879
+score NA_DOLLARS 0.696
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.302
+score NICE_REPLY_A -0.248
score NOT_SPAM 3.196
-score NO_FM_NAME_IP_HOSTN 0.220
+score NO_FM_NAME_IP_HOSTN 0.542
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.998
+score NUMBEREND_LINKBAIT 0.616
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.865
+score OFFER_ONLY_AMERICA 1.389
score ONLINE_MKTG_CNSLT 2.596
-score ORDER_TODAY 2.463
+score ORDER_TODAY 1.640
score PDS_BTC_ID 0.498
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_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 0.969
+score PDS_FROM_2_EMAILS_SHRTNER 1.129
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 0.510
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 3.196
-score PHP_ORIG_SCRIPT 2.222
+score PDS_TO_EQ_FROM_NAME 3.197
+score PHP_ORIG_SCRIPT 2.248
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.394
-score RDNS_NUM_TLD_XM 2.775
+score RATWARE_NO_RDNS 2.435
+score RDNS_NUM_TLD_XM 2.999
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 1.817
+score REPTO_419_FRAUD 2.260
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 0.793
+score SCC_NEWBIE_HASBEENS 1.659
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 2.825
+score SERGIO_SUBJECT_VIAGRA01 2.936
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.710
+score SHORTENER_SHORT_IMG 2.499
score SHORT_SHORTNER 1.997
score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
@@ -188,7 +188,7 @@ score THIS_AD 1.1
score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.433
+score TO_NAME_SUBJ_NO_RDNS 2.764
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
@@ -197,10 +197,10 @@ score TO_NO_BRKTS_PCNT 2.4
score TRANSFORM_LIFE 2.497
score TVD_PH_BODY_META 2.996
score TVD_RCVD_SPACE_BRACKET 2.796
-score UNDISC_FREEM 2.997
+score UNDISC_FREEM 2.996
score UNDISC_MONEY 3.296
score URI_DEOBFU_INSTR 4.295
-score URI_DOTEDU 1.440
+score URI_DOTEDU 1.442
score URI_DQ_UNSUB 2.596
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 3.096
@@ -208,15 +208,15 @@ score URI_GOOG_STO_SPAMMY 2.9
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.969
+score URI_TRY_3LD 1.940
score URI_WPADMIN 2.696
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.151
-score WALMART_IMG_NOT_RCVD_WAL 1.948
+score VFY_ACCT_NORDNS 0.152
+score WALMART_IMG_NOT_RCVD_WAL 1.309
score WANT_TO_ORDER 2.746
-score WORD_INVIS_MANY 2.652
-score XFER_LOTSA_MONEY 0.969
-score XM_DIGITS_ONLY 0.001
+score WORD_INVIS_MANY 2.768
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 0.117
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
@@ -257,7 +257,6 @@ score BOMB_MONEY 1.0
score BTC_ORG 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score END_FUTURE_EMAILS 1.000
@@ -281,7 +280,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -349,7 +347,6 @@ score STOCK_TIP 1.0
score SYSADMIN 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_NO_BRKTS_MSFT 1.000
-score TVD_SPACE_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891817&r1=1891816&r2=1891817&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jul 27 02:45:16 2021
@@ -1,258 +1,257 @@
# Using score set 1 logs for revision 1891766 from:
# ham-net-darxus.r1891766.log ham-net-ena-week0.r1891766.log ham-net-ena-week1.r1891766.log ham-net-ena-week2.r1891766.log ham-net-ena-week3.r1891766.log ham-net-ena-week4.r1891766.log ham-net-grenier.r1891766.log ham-net-hege.r1891766.log ham-net-jhardin.r1891766.log ham-net-llanga.r1891766.log ham-net-mmiroslaw-mails-ham.r1891766.log ham-net-mmiroslaw-mails-spam.r1891766.log ham-net-pds.r1891766.log ham-net-spamsponge.r1891766.log ham-net-thendrikx.r1891766.log ham-net-tsz-spam-corpus.r1891766.log spam-net-darxus.r1891766.log spam-net-ena-week0.r1891766.log spam-net-ena-week1.r1891766.log spam-net-ena-week2.r1891766.log spam-net-ena-week3.r1891766.log spam-net-ena-week4.r1891766.log spam-net-grenier.r1891766.log spam-net-hege.r1891766.log spam-net-jhardin.r1891766.log spam-net-llanga.r1891766.log spam-net-mmiroslaw-mails-ham.r1891766.log spam-net-mmiroslaw-mails-spam.r1891766.log spam-net-pds.r1891766.log spam-net-spamsponge.r1891766.log spam-net-thendrikx.r1891766.log spam-net-ts
z-spam-corpus.r1891766.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.399
-score ADVANCE_FEE_2_NEW_FORM 0.001
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 3.396
+score ADVANCE_FEE_2_NEW_FORM 0.098
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.408
+score ADVANCE_FEE_3_NEW 3.400
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.988
-score ADVANCE_FEE_4_NEW 2.399
+score ADVANCE_FEE_3_NEW_MONEY 0.986
+score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.499
+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 0.500
-score ALIBABA_IMG_NOT_RCVD_ALI 0.223
+score AD_PREFS 0.498
+score ALIBABA_IMG_NOT_RCVD_ALI 0.716
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.037
+score APP_DEVELOPMENT_NORDNS 0.631
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.504
-score BITCOIN_MALF_HTML 3.499
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.561
+score BIGNUM_EMAILS_FREEM 1.494
+score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.999
-score BITCOIN_SPAM_02 1.214
-score BITCOIN_SPAM_03 1.951
-score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 1.571
-score BITCOIN_XPRIO 0.247
-score BITCOIN_YOUR_INFO 2.308
+score BITCOIN_ONAN 2.996
+score BITCOIN_SPAM_02 1.301
+score BITCOIN_SPAM_03 1.811
+score BITCOIN_SPAM_05 2.497
+score BITCOIN_SPAM_07 3.499
+score BITCOIN_XPRIO 0.112
+score BITCOIN_YOUR_INFO 2.305
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.278
-score CK_HELO_GENERIC 0.008
-score CONTENT_AFTER_HTML 2.421
+score BOGUS_MIME_VERSION 3.267
+score CK_HELO_GENERIC 0.014
+score CONTENT_AFTER_HTML 2.427
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.899
-score DETAILS_OF_PRODUCT 1.250
-score DKIMWL_BL 2.315
-score DKIMWL_WL_HIGH -0.717
+score DEAR_BENEFICIARY 2.796
+score DETAILS_OF_PRODUCT 1.249
+score DKIMWL_BL 2.314
+score DKIMWL_WL_HIGH -0.718
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.050
-score DX_TEXT_03 0.699
-score DYNAMIC_IMGUR 2.901
-score EBAY_IMG_NOT_RCVD_EBAY 0.769
+score DKIMWL_WL_MEDHI -0.187
+score DX_TEXT_03 0.698
+score DYNAMIC_IMGUR 2.001
+score EBAY_IMG_NOT_RCVD_EBAY 0.465
score ENCRYPTED_MESSAGE -0.999
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
-score FAKE_REPLY_A1 2.946
-score FAKE_REPLY_B 3.699
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FAKE_REPLY_A1 3.417
+score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_DOTGOV 3.499
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_MSGID 1.849
-score FONT_INVIS_NORDNS 2.499
-score FORGED_SPF_HELO 1.599
+score FONT_INVIS_DOTGOV 3.496
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_MSGID 1.837
+score FONT_INVIS_NORDNS 1.850
+score FORGED_SPF_HELO 1.597
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.600
+score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.271
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 2.523
-score FROM_2_EMAILS_SHORT 2.999
-score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.744
+score FOUND_YOU 0.948
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 2.944
+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 -0.735
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
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.499
+score FROM_MISSP_PHISH 3.497
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 3.128
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_PAYPAL_SPOOF 0.001 # force non-zero
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.023
-score FSL_BULK_SIG 2.622
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
-score FSL_HELO_FAKE 2.899
+score FROM_MULTI_NORDNS 2.410
+score FROM_NAME_EQ_TO_G_DRIVE 0.136
+score FROM_NTLD_REPLY_FREEMAIL 1.605
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.038
+score FSL_BULK_SIG 2.616
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 2.896
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
-score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.500
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOGLE_DOC_SUSP 2.999
-score GOOG_REDIR_NORDNS 3.099
-score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_HTML_PHISH 2.970
-score GOOG_STO_HTML_PHISH_MANY 1.085
-score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.983
-score HDRS_LCASE 0.099
+score FUZZY_AMAZON 2.197
+score GB_FAKE_RF_SHORT 1.998
+score GB_FREEMAIL_DISPTO 0.498
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
+score GOOGLE_DOC_SUSP 2.996
+score GOOG_REDIR_NORDNS 2.996
+score GOOG_STO_EMAIL_PHISH 2.519
+score GOOG_STO_HTML_PHISH 2.353
+score GOOG_STO_HTML_PHISH_MANY 3.331
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.996
+score HAS_X_OUTGOING_SPAM_STAT 1.134
score HDRS_LCASE_IMGONLY 0.001
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 0.795
-score HK_NAME_MR_MRS 0.030
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.921
+score HK_NAME_MR_MRS 0.150
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.590
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.994
-score HOSTED_IMG_FREEM 3.500
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_OFF_PAGE 2.259
-score HTML_SINGLET_MANY 1.366
-score HTML_TEXT_INVISIBLE_FONT 0.573
-score HTML_TEXT_INVISIBLE_STYLE 1.850
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.400
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
-score LONG_HEX_URI 0.942
-score LONG_IMG_URI 0.942
-score LONG_INVISIBLE_TEXT 0.157
+score HOSTED_IMG_DIRECT_MX 2.144
+score HOSTED_IMG_FREEM 3.496
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_OFF_PAGE 2.320
+score HTML_SINGLET_MANY 1.929
+score HTML_TEXT_INVISIBLE_FONT 0.001
+score HTML_TEXT_INVISIBLE_STYLE 2.095
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_FAKE_EBAY 0.948
+score KHOP_HELO_FCRDNS 0.399
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.447
+score LONG_HEX_URI 0.950
+score LONG_IMG_URI 0.938
+score LONG_INVISIBLE_TEXT 0.172
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.500
-score MALWARE_NORDNS 0.481
-score MANY_SPAN_IN_TEXT 2.299
-score MILLION_HUNDRED 2.900
+score LOTTO_AGENT 1.498
+score MALWARE_NORDNS 0.368
+score MANY_SPAN_IN_TEXT 2.297
+score MILLION_HUNDRED 2.896
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.193
-score MIXED_AREA_CASE 2.343
-score MIXED_CENTER_CASE 1.237
-score MIXED_ES 2.627
-score MIXED_FONT_CASE 0.743
-score MIXED_HREF_CASE 1.902
-score MIXED_IMG_CASE 2.192
+score MIMEOLE_DIRECT_TO_MX 0.317
+score MIXED_AREA_CASE 1.544
+score MIXED_CENTER_CASE 1.174
+score MIXED_ES 2.626
+score MIXED_FONT_CASE 2.101
+score MIXED_HREF_CASE 1.443
+score MIXED_IMG_CASE 0.346
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.206
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 1.212
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.142
-score MSGID_WSP_TRAIL 0.183
-score MSMAIL_PRI_ABNORMAL 1.499
-score NAME_EMAIL_DIFF 2.440
-score NA_DOLLARS 0.257
-score NEW_PRODUCTS 1.249
-score NICE_REPLY_A -0.438
-score NOT_SPAM 3.099
-score NO_FM_NAME_IP_HOSTN 0.483
+score MONEY_NOHTML 1.119
+score MSGID_WSP_TRAIL 1.040
+score MSMAIL_PRI_ABNORMAL 1.126
+score NAME_EMAIL_DIFF 2.436
+score NA_DOLLARS 0.384
+score NEW_PRODUCTS 1.248
+score NICE_REPLY_A -0.430
+score NOT_SPAM 2.996
+score NO_FM_NAME_IP_HOSTN 0.490
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.001
-score ODD_FREEM_REPTO 2.938
-score ONLINE_MKTG_CNSLT 2.399
-score ORDER_TODAY 0.618
-score PDS_BTC_ID 0.499
+score NUMBEREND_LINKBAIT 0.705
+score ODD_FREEM_REPTO 2.562
+score ONLINE_MKTG_CNSLT 2.297
+score ORDER_TODAY 0.365
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.689
-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_HP_HELO_NORDNS 0.999
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHPEXP_BOT 0.198
-score PDS_PHP_EVAL 1.499
+score PDS_BTC_NTLD 1.371
+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 1.998
+score PDS_HP_HELO_NORDNS 0.998
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 0.562
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.521
+score PDS_SHORTFWD_URISHRT_FP 1.032
+score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.099
-score PHP_ORIG_SCRIPT 0.591
-score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.313
-score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RAND_HEADER_LIST_SPOOF 2.999
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.413
+score PHP_ORIG_SCRIPT 0.584
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.158
+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 1.663
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.133
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 2.959
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.899
-score SCC_NEWBIE_HASBEENS 2.266
-score SENDGRID_REDIR 1.361
-score SERGIO_SUBJECT_VIAGRA01 4.099
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 2.076
-score SHORT_SHORTNER 0.671
-score SINGLETS_LOW_CONTRAST 3.299
-score SPOOFED_FREEMAIL 1.230
+score RDNS_NUM_TLD_XM 0.583
+score READY_TO_SHIP 1.248
+score REPTO_419_FRAUD 2.827
+score REPTO_419_FRAUD_GM 2.519
+score REPTO_419_FRAUD_GM_LOOSE 0.998
+score RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 1.254
+score SENDGRID_REDIR 1.097
+score SERGIO_SUBJECT_VIAGRA01 4.095
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 2.170
+score SHORT_SHORTNER 0.718
+score SINGLETS_LOW_CONTRAST 1.963
+score SPOOFED_FREEMAIL 1.224
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 1.118
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.999
-score TAGSTAT_IMG_NOT_RCVD_TGST 1.999
-score THIS_AD 0.999
-score TO_EQ_FM_DIRECT_MX 2.499
+score SPOOFED_FREEM_REPTO_CHN 1.033
+score SPOOF_GMAIL_MID 1.498
+score STATIC_XPRIO_OLE 1.997
+score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
+score THIS_AD 0.898
+score TO_EQ_FM_DIRECT_MX 2.497
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.360
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.254
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.075
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_HTML_IMG 0.001
+score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.204
-score TO_NO_BRKTS_PCNT 2.500
-score TRANSFORM_LIFE 2.499
-score TVD_PH_BODY_META 2.799
-score TVD_RCVD_SPACE_BRACKET 2.002
-score TVD_SPACE_ENCODED 0.001
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 3.099
-score UPGRADE_MAILBOX 0.875
-score URI_DEOBFU_INSTR 4.199
-score URI_DOTEDU 1.854
-score URI_DQ_UNSUB 1.713
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.699
-score URI_GOOG_STO_SPAMMY 2.999
+score TO_NO_BRKTS_NORDNS_HTML 1.224
+score TO_NO_BRKTS_PCNT 2.497
+score TRANSFORM_LIFE 2.497
+score TVD_PH_BODY_META 2.796
+score TVD_RCVD_SPACE_BRACKET 1.982
+score TVD_SPACE_RATIO_MINFP 0.001
+score UNDISC_FREEM 2.696
+score UNDISC_MONEY 3.096
+score URI_DEOBFU_INSTR 4.195
+score URI_DOTEDU 1.430
+score URI_DQ_UNSUB 2.219
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.596
+score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.499
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.312
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.399
-score URI_WP_HACKED 0.001
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.070
-score WALMART_IMG_NOT_RCVD_WAL 1.872
-score WANT_TO_ORDER 2.468
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.001 # force non-zero
-score XM_RANDOM 0.936
-score XM_RECPTID 2.999
-score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.317
-score YOU_INHERIT 0.293
+score URI_PHISH 3.309
+score URI_PHP_REDIR 3.497
+score URI_TRY_3LD 1.997
+score URI_WPADMIN 2.397
+score URI_WP_HACKED 0.115
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.046
+score WALMART_IMG_NOT_RCVD_WAL 1.369
+score WANT_TO_ORDER 2.035
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 0.001
+score XM_RANDOM 0.926
+score XM_RECPTID 2.996
+score XPRIO_URL_SHORTNER 0.998
+score YOUR_DELIVERY_ADDRESS 0.298
+score YOU_INHERIT 2.398
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -289,7 +288,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1891817&r1=1891816&r2=1891817&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jul 27 02:45:16 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 240183 36.837% (99.726% of non-spam corpus)
-# Correctly spam: 312401 47.914% (75.979% of spam corpus)
-# False positives: 661 0.101% (0.274% of nonspam, 36963 weighted)
-# False negatives: 98764 15.148% (24.021% of spam, 165065 weighted)
+# Correctly non-spam: 240187 36.838% (99.727% of non-spam corpus)
+# Correctly spam: 313542 48.089% (76.258% of spam corpus)
+# False positives: 657 0.101% (0.273% of nonspam, 36895 weighted)
+# False negatives: 97620 14.972% (23.742% of spam, 158837 weighted)
# Average score for spam: 11.2 nonspam: 0.6
-# Average for false-pos: 6.6 false-neg: 1.7
-# TOTAL: 652009 100.00%
+# Average for false-pos: 6.6 false-neg: 1.6
+# TOTAL: 652006 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30060 99.75%
-# Correctly spam: 39192 76.45%
-# False positives: 74 0.25%
-# False negatives: 12071 23.55%
-# TCR(l=50): 3.250460 SpamRecall: 76.453% SpamPrec: 99.812%
+# Correctly non-spam: 30063 99.76%
+# Correctly spam: 39310 76.68%
+# False positives: 71 0.24%
+# False negatives: 11953 23.32%
+# TCR(l=50): 3.306650 SpamRecall: 76.683% SpamPrec: 99.820%
##### 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: 230716 95.79%
-# Correctly spam: 225520 54.85%
+# Correctly spam: 225477 54.84%
# False positives: 10128 4.21%
-# False negatives: 185645 45.15%
-# TCR(l=50): 0.594130 SpamRecall: 54.849% SpamPrec: 95.702%
+# False negatives: 185685 45.16%
+# TCR(l=50): 0.594092 SpamRecall: 54.839% SpamPrec: 95.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 28836 95.69%
-# Correctly spam: 28004 54.63%
+# Correctly spam: 28049 54.72%
# False positives: 1298 4.31%
-# False negatives: 23259 45.37%
-# TCR(l=50): 0.581483 SpamRecall: 54.628% SpamPrec: 95.570%
+# False negatives: 23214 45.28%
+# TCR(l=50): 0.581780 SpamRecall: 54.716% SpamPrec: 95.577%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891817&r1=1891816&r2=1891817&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jul 27 02:45:16 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 236656 37.404% (99.591% of non-spam corpus)
-# Correctly spam: 353440 55.863% (89.464% of spam corpus)
-# False positives: 973 0.154% (0.409% of nonspam, 115689 weighted)
-# False negatives: 41625 6.579% (10.536% of spam, 78413 weighted)
-# Average score for spam: 17.5 nonspam: -0.7
-# Average for false-pos: 7.2 false-neg: 1.9
-# TOTAL: 632694 100.00%
+# Correctly non-spam: 236649 37.404% (99.588% of non-spam corpus)
+# Correctly spam: 353230 55.830% (89.411% of spam corpus)
+# False positives: 980 0.155% (0.412% of nonspam, 116173 weighted)
+# False negatives: 41833 6.612% (10.589% of spam, 78884 weighted)
+# Average score for spam: 17.3 nonspam: -0.7
+# Average for false-pos: 7.1 false-neg: 1.9
+# TOTAL: 632692 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29592 99.57%
-# Correctly spam: 44177 89.63%
-# False positives: 128 0.43%
-# False negatives: 5113 10.37%
-# TCR(l=50): 4.281247 SpamRecall: 89.627% SpamPrec: 99.711%
+# Correctly non-spam: 29599 99.59%
+# Correctly spam: 44147 89.57%
+# False positives: 121 0.41%
+# False negatives: 5142 10.43%
+# TCR(l=50): 4.403949 SpamRecall: 89.568% SpamPrec: 99.727%
##### 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: 236875 99.68%
-# Correctly spam: 274398 69.46%
+# Correctly spam: 274318 69.44%
# False positives: 754 0.32%
-# False negatives: 120667 30.54%
-# TCR(l=50): 2.494617 SpamRecall: 69.456% SpamPrec: 99.726%
+# False negatives: 120745 30.56%
+# TCR(l=50): 2.493376 SpamRecall: 69.437% SpamPrec: 99.726%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 29627 99.69%
-# Correctly spam: 34248 69.48%
+# Correctly spam: 34336 69.66%
# False positives: 93 0.31%
-# False negatives: 15042 30.52%
-# TCR(l=50): 2.503047 SpamRecall: 69.483% SpamPrec: 99.729%
+# False negatives: 14953 30.34%
+# TCR(l=50): 2.514360 SpamRecall: 69.663% SpamPrec: 99.730%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1891817&r1=1891816&r2=1891817&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Jul 27 02:45:16 2021
@@ -7,23 +7,23 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 3.595
-score ADVANCE_FEE_2_NEW_FORM 1.081
+score ADVANCE_FEE_2_NEW_FORM 0.372
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.947
-score ADVANCE_FEE_3_NEW 3.238
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.239
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.023
+score ADVANCE_FEE_3_NEW_MONEY 2.042
score ADVANCE_FEE_4_NEW 2.596
-score ADVANCE_FEE_4_NEW_MONEY 0.738
+score ADVANCE_FEE_4_NEW_MONEY 1.632
score ADVANCE_FEE_5_NEW 2.696
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.932
-score ADVANCE_FEE_5_NEW_MONEY 0.378
-score AD_PREFS 0.348
-score ALIBABA_IMG_NOT_RCVD_ALI 2.497
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.500
+score ADVANCE_FEE_5_NEW_MONEY 0.224
+score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 2.498
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.436
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.507
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.496
@@ -31,63 +31,64 @@ score BITCOIN_ONAN 2.9
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.755
+score BITCOIN_XPRIO 0.854
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 0.595
+score DEAR_BENEFICIARY 0.649
score DETAILS_OF_PRODUCT 1.248
score DX_TEXT_03 0.898
-score DYNAMIC_IMGUR 0.761
-score EBAY_IMG_NOT_RCVD_EBAY 0.808
-score ENCRYPTED_MESSAGE -0.901
+score DYNAMIC_IMGUR 2.862
+score EBAY_IMG_NOT_RCVD_EBAY 1.448
+score ENCRYPTED_MESSAGE -0.898
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 3.995
+score FAKE_REPLY_A1 3.895
score FAKE_REPLY_B 3.895
-score FILL_THIS_FORM 1.198
-score FONT_INVIS_DIRECT 2.386
+score FILL_THIS_FORM 1.197
+score FONT_INVIS_DIRECT 2.400
score FONT_INVIS_DOTGOV 3.496
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 2.499
+score FONT_INVIS_NORDNS 1.422
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 3.196
-score FROM_2_EMAILS_SHORT 2.351
-score FROM_MISSPACED 0.998
+score FROM_2_EMAILS_SHORT 2.614
+score FROM_MISSPACED 1.164
+score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.396
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_FREEMAIL 3.234
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.347
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_MULTI_NORDNS 0.358
+score FROM_NAME_EQ_TO_G_DRIVE 0.291
score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD 0.499
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 0.781
+score GB_FAKE_RF_SHORT 0.354
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 2.485
-score GOOG_REDIR_NORDNS 2.620
-score GOOG_STO_EMAIL_PHISH 2.187
-score GOOG_STO_HTML_PHISH 1.958
-score GOOG_STO_HTML_PHISH_MANY 3.305
+score GOOGLE_DOC_SUSP 2.498
+score GOOG_REDIR_NORDNS 2.592
+score GOOG_STO_EMAIL_PHISH 2.258
+score GOOG_STO_HTML_PHISH 2.807
+score GOOG_STO_HTML_PHISH_MANY 1.293
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.246
-score HDR_ORDER_FTSDMCXX_DIRECT 0.832
+score HDRS_MISSP 2.128
+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
@@ -96,91 +97,90 @@ score HK_NAME_MR_MRS 0.9
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.215
-score HOSTED_IMG_DIRECT_MX 3.144
+score HK_SCAM 1.045
+score HOSTED_IMG_DIRECT_MX 1.933
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_OFF_PAGE 2.996
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 0.465
-score LONG_INVISIBLE_TEXT 1.776
+score LONG_HEX_URI 2.997
+score LONG_IMG_URI 0.497
+score LONG_INVISIBLE_TEXT 1.786
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.052
-score MALWARE_NORDNS 2.103
+score LOTTO_AGENT 1.499
+score MALWARE_NORDNS 2.107
score MANY_SPAN_IN_TEXT 2.497
score MILLION_HUNDRED 3.096
-score MILLION_USD 0.245
-score MIMEOLE_DIRECT_TO_MX 0.308
-score MIXED_AREA_CASE 1.860
-score MIXED_CENTER_CASE 1.300
-score MIXED_ES 2.993
-score MIXED_FONT_CASE 1.613
-score MIXED_HREF_CASE 1.264
-score MIXED_IMG_CASE 1.394
+score MILLION_USD 0.001
+score MIMEOLE_DIRECT_TO_MX 1.044
+score MIXED_AREA_CASE 1.132
+score MIXED_CENTER_CASE 0.814
+score MIXED_ES 2.996
+score MIXED_FONT_CASE 1.477
+score MIXED_HREF_CASE 0.989
+score MIXED_IMG_CASE 0.752
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.450
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 1.381
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.561
+score MONEY_FRAUD_8 0.769
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.281
-score MSGID_WSP_TRAIL 1.431
-score MSMAIL_PRI_ABNORMAL 0.652
-score NAME_EMAIL_DIFF 2.117
-score NA_DOLLARS 0.319
+score MONEY_NOHTML 1.249
+score MSGID_WSP_TRAIL 1.679
+score MSMAIL_PRI_ABNORMAL 0.503
+score NAME_EMAIL_DIFF 1.879
+score NA_DOLLARS 0.696
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.302
+score NICE_REPLY_A -0.248
score NOT_SPAM 3.196
-score NO_FM_NAME_IP_HOSTN 0.220
+score NO_FM_NAME_IP_HOSTN 0.542
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.998
+score NUMBEREND_LINKBAIT 0.616
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.865
+score OFFER_ONLY_AMERICA 1.389
score ONLINE_MKTG_CNSLT 2.596
-score ORDER_TODAY 2.463
+score ORDER_TODAY 1.640
score PDS_BTC_ID 0.498
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_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS_SHRTNER 0.969
+score PDS_FROM_2_EMAILS_SHRTNER 1.129
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 0.510
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 3.196
-score PHP_ORIG_SCRIPT 2.222
+score PDS_TO_EQ_FROM_NAME 3.197
+score PHP_ORIG_SCRIPT 2.248
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.394
-score RDNS_NUM_TLD_XM 2.775
+score RATWARE_NO_RDNS 2.435
+score RDNS_NUM_TLD_XM 2.999
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 1.817
+score REPTO_419_FRAUD 2.260
score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 3.096
-score SCC_NEWBIE_HASBEENS 0.793
+score SCC_NEWBIE_HASBEENS 1.659
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 2.825
+score SERGIO_SUBJECT_VIAGRA01 2.936
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.710
+score SHORTENER_SHORT_IMG 2.499
score SHORT_SHORTNER 1.997
score STATIC_XPRIO_OLE 1.997
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
@@ -188,7 +188,7 @@ score THIS_AD 1.1
score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.433
+score TO_NAME_SUBJ_NO_RDNS 2.764
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
@@ -197,10 +197,10 @@ score TO_NO_BRKTS_PCNT 2.4
score TRANSFORM_LIFE 2.497
score TVD_PH_BODY_META 2.996
score TVD_RCVD_SPACE_BRACKET 2.796
-score UNDISC_FREEM 2.997
+score UNDISC_FREEM 2.996
score UNDISC_MONEY 3.296
score URI_DEOBFU_INSTR 4.295
-score URI_DOTEDU 1.440
+score URI_DOTEDU 1.442
score URI_DQ_UNSUB 2.596
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 3.096
@@ -208,15 +208,15 @@ score URI_GOOG_STO_SPAMMY 2.9
score URI_LONG_REPEAT 2.497
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.969
+score URI_TRY_3LD 1.940
score URI_WPADMIN 2.696
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 0.151
-score WALMART_IMG_NOT_RCVD_WAL 1.948
+score VFY_ACCT_NORDNS 0.152
+score WALMART_IMG_NOT_RCVD_WAL 1.309
score WANT_TO_ORDER 2.746
-score WORD_INVIS_MANY 2.652
-score XFER_LOTSA_MONEY 0.969
-score XM_DIGITS_ONLY 0.001
+score WORD_INVIS_MANY 2.768
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 0.117
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO_URL_SHORTNER 0.998
@@ -257,7 +257,6 @@ score BOMB_MONEY 1.0
score BTC_ORG 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score END_FUTURE_EMAILS 1.000
@@ -281,7 +280,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -349,7 +347,6 @@ score STOCK_TIP 1.0
score SYSADMIN 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_NO_BRKTS_MSFT 1.000
-score TVD_SPACE_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1891817&r1=1891816&r2=1891817&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jul 27 02:45:16 2021
@@ -1,258 +1,257 @@
# Using score set 1 logs for revision 1891766 from:
# ham-net-darxus.r1891766.log ham-net-ena-week0.r1891766.log ham-net-ena-week1.r1891766.log ham-net-ena-week2.r1891766.log ham-net-ena-week3.r1891766.log ham-net-ena-week4.r1891766.log ham-net-grenier.r1891766.log ham-net-hege.r1891766.log ham-net-jhardin.r1891766.log ham-net-llanga.r1891766.log ham-net-mmiroslaw-mails-ham.r1891766.log ham-net-mmiroslaw-mails-spam.r1891766.log ham-net-pds.r1891766.log ham-net-spamsponge.r1891766.log ham-net-thendrikx.r1891766.log ham-net-tsz-spam-corpus.r1891766.log spam-net-darxus.r1891766.log spam-net-ena-week0.r1891766.log spam-net-ena-week1.r1891766.log spam-net-ena-week2.r1891766.log spam-net-ena-week3.r1891766.log spam-net-ena-week4.r1891766.log spam-net-grenier.r1891766.log spam-net-hege.r1891766.log spam-net-jhardin.r1891766.log spam-net-llanga.r1891766.log spam-net-mmiroslaw-mails-ham.r1891766.log spam-net-mmiroslaw-mails-spam.r1891766.log spam-net-pds.r1891766.log spam-net-spamsponge.r1891766.log spam-net-thendrikx.r1891766.log spam-net-ts
z-spam-corpus.r1891766.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.399
-score ADVANCE_FEE_2_NEW_FORM 0.001
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 3.396
+score ADVANCE_FEE_2_NEW_FORM 0.098
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.408
+score ADVANCE_FEE_3_NEW 3.400
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.988
-score ADVANCE_FEE_4_NEW 2.399
+score ADVANCE_FEE_3_NEW_MONEY 0.986
+score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.499
+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 0.500
-score ALIBABA_IMG_NOT_RCVD_ALI 0.223
+score AD_PREFS 0.498
+score ALIBABA_IMG_NOT_RCVD_ALI 0.716
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.037
+score APP_DEVELOPMENT_NORDNS 0.631
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.504
-score BITCOIN_MALF_HTML 3.499
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.561
+score BIGNUM_EMAILS_FREEM 1.494
+score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.999
-score BITCOIN_SPAM_02 1.214
-score BITCOIN_SPAM_03 1.951
-score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 1.571
-score BITCOIN_XPRIO 0.247
-score BITCOIN_YOUR_INFO 2.308
+score BITCOIN_ONAN 2.996
+score BITCOIN_SPAM_02 1.301
+score BITCOIN_SPAM_03 1.811
+score BITCOIN_SPAM_05 2.497
+score BITCOIN_SPAM_07 3.499
+score BITCOIN_XPRIO 0.112
+score BITCOIN_YOUR_INFO 2.305
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.278
-score CK_HELO_GENERIC 0.008
-score CONTENT_AFTER_HTML 2.421
+score BOGUS_MIME_VERSION 3.267
+score CK_HELO_GENERIC 0.014
+score CONTENT_AFTER_HTML 2.427
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.899
-score DETAILS_OF_PRODUCT 1.250
-score DKIMWL_BL 2.315
-score DKIMWL_WL_HIGH -0.717
+score DEAR_BENEFICIARY 2.796
+score DETAILS_OF_PRODUCT 1.249
+score DKIMWL_BL 2.314
+score DKIMWL_WL_HIGH -0.718
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.050
-score DX_TEXT_03 0.699
-score DYNAMIC_IMGUR 2.901
-score EBAY_IMG_NOT_RCVD_EBAY 0.769
+score DKIMWL_WL_MEDHI -0.187
+score DX_TEXT_03 0.698
+score DYNAMIC_IMGUR 2.001
+score EBAY_IMG_NOT_RCVD_EBAY 0.465
score ENCRYPTED_MESSAGE -0.999
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
-score FAKE_REPLY_A1 2.946
-score FAKE_REPLY_B 3.699
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FAKE_REPLY_A1 3.417
+score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_DOTGOV 3.499
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_MSGID 1.849
-score FONT_INVIS_NORDNS 2.499
-score FORGED_SPF_HELO 1.599
+score FONT_INVIS_DOTGOV 3.496
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_MSGID 1.837
+score FONT_INVIS_NORDNS 1.850
+score FORGED_SPF_HELO 1.597
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.600
+score FORM_FRAUD_3 2.596
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.271
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 2.523
-score FROM_2_EMAILS_SHORT 2.999
-score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.744
+score FOUND_YOU 0.948
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 2.944
+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 -0.735
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
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.499
+score FROM_MISSP_PHISH 3.497
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 3.128
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_PAYPAL_SPOOF 0.001 # force non-zero
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.023
-score FSL_BULK_SIG 2.622
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
-score FSL_HELO_FAKE 2.899
+score FROM_MULTI_NORDNS 2.410
+score FROM_NAME_EQ_TO_G_DRIVE 0.136
+score FROM_NTLD_REPLY_FREEMAIL 1.605
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.038
+score FSL_BULK_SIG 2.616
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 2.896
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
-score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.500
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOGLE_DOC_SUSP 2.999
-score GOOG_REDIR_NORDNS 3.099
-score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_HTML_PHISH 2.970
-score GOOG_STO_HTML_PHISH_MANY 1.085
-score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.983
-score HDRS_LCASE 0.099
+score FUZZY_AMAZON 2.197
+score GB_FAKE_RF_SHORT 1.998
+score GB_FREEMAIL_DISPTO 0.498
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
+score GOOGLE_DOC_SUSP 2.996
+score GOOG_REDIR_NORDNS 2.996
+score GOOG_STO_EMAIL_PHISH 2.519
+score GOOG_STO_HTML_PHISH 2.353
+score GOOG_STO_HTML_PHISH_MANY 3.331
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.996
+score HAS_X_OUTGOING_SPAM_STAT 1.134
score HDRS_LCASE_IMGONLY 0.001
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 0.795
-score HK_NAME_MR_MRS 0.030
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.921
+score HK_NAME_MR_MRS 0.150
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.590
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.994
-score HOSTED_IMG_FREEM 3.500
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_OFF_PAGE 2.259
-score HTML_SINGLET_MANY 1.366
-score HTML_TEXT_INVISIBLE_FONT 0.573
-score HTML_TEXT_INVISIBLE_STYLE 1.850
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.400
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
-score LONG_HEX_URI 0.942
-score LONG_IMG_URI 0.942
-score LONG_INVISIBLE_TEXT 0.157
+score HOSTED_IMG_DIRECT_MX 2.144
+score HOSTED_IMG_FREEM 3.496
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_OFF_PAGE 2.320
+score HTML_SINGLET_MANY 1.929
+score HTML_TEXT_INVISIBLE_FONT 0.001
+score HTML_TEXT_INVISIBLE_STYLE 2.095
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_FAKE_EBAY 0.948
+score KHOP_HELO_FCRDNS 0.399
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.447
+score LONG_HEX_URI 0.950
+score LONG_IMG_URI 0.938
+score LONG_INVISIBLE_TEXT 0.172
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.500
-score MALWARE_NORDNS 0.481
-score MANY_SPAN_IN_TEXT 2.299
-score MILLION_HUNDRED 2.900
+score LOTTO_AGENT 1.498
+score MALWARE_NORDNS 0.368
+score MANY_SPAN_IN_TEXT 2.297
+score MILLION_HUNDRED 2.896
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.193
-score MIXED_AREA_CASE 2.343
-score MIXED_CENTER_CASE 1.237
-score MIXED_ES 2.627
-score MIXED_FONT_CASE 0.743
-score MIXED_HREF_CASE 1.902
-score MIXED_IMG_CASE 2.192
+score MIMEOLE_DIRECT_TO_MX 0.317
+score MIXED_AREA_CASE 1.544
+score MIXED_CENTER_CASE 1.174
+score MIXED_ES 2.626
+score MIXED_FONT_CASE 2.101
+score MIXED_HREF_CASE 1.443
+score MIXED_IMG_CASE 0.346
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.206
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 1.212
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.142
-score MSGID_WSP_TRAIL 0.183
-score MSMAIL_PRI_ABNORMAL 1.499
-score NAME_EMAIL_DIFF 2.440
-score NA_DOLLARS 0.257
-score NEW_PRODUCTS 1.249
-score NICE_REPLY_A -0.438
-score NOT_SPAM 3.099
-score NO_FM_NAME_IP_HOSTN 0.483
+score MONEY_NOHTML 1.119
+score MSGID_WSP_TRAIL 1.040
+score MSMAIL_PRI_ABNORMAL 1.126
+score NAME_EMAIL_DIFF 2.436
+score NA_DOLLARS 0.384
+score NEW_PRODUCTS 1.248
+score NICE_REPLY_A -0.430
+score NOT_SPAM 2.996
+score NO_FM_NAME_IP_HOSTN 0.490
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.001
-score ODD_FREEM_REPTO 2.938
-score ONLINE_MKTG_CNSLT 2.399
-score ORDER_TODAY 0.618
-score PDS_BTC_ID 0.499
+score NUMBEREND_LINKBAIT 0.705
+score ODD_FREEM_REPTO 2.562
+score ONLINE_MKTG_CNSLT 2.297
+score ORDER_TODAY 0.365
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.689
-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_HP_HELO_NORDNS 0.999
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHPEXP_BOT 0.198
-score PDS_PHP_EVAL 1.499
+score PDS_BTC_NTLD 1.371
+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 1.998
+score PDS_HP_HELO_NORDNS 0.998
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 0.562
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.521
+score PDS_SHORTFWD_URISHRT_FP 1.032
+score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME 3.099
-score PHP_ORIG_SCRIPT 0.591
-score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.313
-score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RAND_HEADER_LIST_SPOOF 2.999
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.413
+score PHP_ORIG_SCRIPT 0.584
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.158
+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 1.663
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.133
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 2.959
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.899
-score SCC_NEWBIE_HASBEENS 2.266
-score SENDGRID_REDIR 1.361
-score SERGIO_SUBJECT_VIAGRA01 4.099
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 2.076
-score SHORT_SHORTNER 0.671
-score SINGLETS_LOW_CONTRAST 3.299
-score SPOOFED_FREEMAIL 1.230
+score RDNS_NUM_TLD_XM 0.583
+score READY_TO_SHIP 1.248
+score REPTO_419_FRAUD 2.827
+score REPTO_419_FRAUD_GM 2.519
+score REPTO_419_FRAUD_GM_LOOSE 0.998
+score RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 1.254
+score SENDGRID_REDIR 1.097
+score SERGIO_SUBJECT_VIAGRA01 4.095
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 2.170
+score SHORT_SHORTNER 0.718
+score SINGLETS_LOW_CONTRAST 1.963
+score SPOOFED_FREEMAIL 1.224
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOFED_FREEM_REPTO_CHN 1.118
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.999
-score TAGSTAT_IMG_NOT_RCVD_TGST 1.999
-score THIS_AD 0.999
-score TO_EQ_FM_DIRECT_MX 2.499
+score SPOOFED_FREEM_REPTO_CHN 1.033
+score SPOOF_GMAIL_MID 1.498
+score STATIC_XPRIO_OLE 1.997
+score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
+score THIS_AD 0.898
+score TO_EQ_FM_DIRECT_MX 2.497
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.360
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.254
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.075
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_HTML_IMG 0.001
+score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.204
-score TO_NO_BRKTS_PCNT 2.500
-score TRANSFORM_LIFE 2.499
-score TVD_PH_BODY_META 2.799
-score TVD_RCVD_SPACE_BRACKET 2.002
-score TVD_SPACE_ENCODED 0.001
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 3.099
-score UPGRADE_MAILBOX 0.875
-score URI_DEOBFU_INSTR 4.199
-score URI_DOTEDU 1.854
-score URI_DQ_UNSUB 1.713
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.699
-score URI_GOOG_STO_SPAMMY 2.999
+score TO_NO_BRKTS_NORDNS_HTML 1.224
+score TO_NO_BRKTS_PCNT 2.497
+score TRANSFORM_LIFE 2.497
+score TVD_PH_BODY_META 2.796
+score TVD_RCVD_SPACE_BRACKET 1.982
+score TVD_SPACE_RATIO_MINFP 0.001
+score UNDISC_FREEM 2.696
+score UNDISC_MONEY 3.096
+score URI_DEOBFU_INSTR 4.195
+score URI_DOTEDU 1.430
+score URI_DQ_UNSUB 2.219
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.596
+score URI_GOOG_STO_SPAMMY 2.996
score URI_LONG_REPEAT 2.499
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.312
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.399
-score URI_WP_HACKED 0.001
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.070
-score WALMART_IMG_NOT_RCVD_WAL 1.872
-score WANT_TO_ORDER 2.468
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.001 # force non-zero
-score XM_RANDOM 0.936
-score XM_RECPTID 2.999
-score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.317
-score YOU_INHERIT 0.293
+score URI_PHISH 3.309
+score URI_PHP_REDIR 3.497
+score URI_TRY_3LD 1.997
+score URI_WPADMIN 2.397
+score URI_WP_HACKED 0.115
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.046
+score WALMART_IMG_NOT_RCVD_WAL 1.369
+score WANT_TO_ORDER 2.035
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 0.001
+score XM_RANDOM 0.926
+score XM_RECPTID 2.996
+score XPRIO_URL_SHORTNER 0.998
+score YOUR_DELIVERY_ADDRESS 0.298
+score YOU_INHERIT 2.398
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -289,7 +288,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1891817&r1=1891816&r2=1891817&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jul 27 02:45:16 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 240183 36.837% (99.726% of non-spam corpus)
-# Correctly spam: 312401 47.914% (75.979% of spam corpus)
-# False positives: 661 0.101% (0.274% of nonspam, 36963 weighted)
-# False negatives: 98764 15.148% (24.021% of spam, 165065 weighted)
+# Correctly non-spam: 240187 36.838% (99.727% of non-spam corpus)
+# Correctly spam: 313542 48.089% (76.258% of spam corpus)
+# False positives: 657 0.101% (0.273% of nonspam, 36895 weighted)
+# False negatives: 97620 14.972% (23.742% of spam, 158837 weighted)
# Average score for spam: 11.2 nonspam: 0.6
-# Average for false-pos: 6.6 false-neg: 1.7
-# TOTAL: 652009 100.00%
+# Average for false-pos: 6.6 false-neg: 1.6
+# TOTAL: 652006 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30060 99.75%
-# Correctly spam: 39192 76.45%
-# False positives: 74 0.25%
-# False negatives: 12071 23.55%
-# TCR(l=50): 3.250460 SpamRecall: 76.453% SpamPrec: 99.812%
+# Correctly non-spam: 30063 99.76%
+# Correctly spam: 39310 76.68%
+# False positives: 71 0.24%
+# False negatives: 11953 23.32%
+# TCR(l=50): 3.306650 SpamRecall: 76.683% SpamPrec: 99.820%
##### 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: 230716 95.79%
-# Correctly spam: 225520 54.85%
+# Correctly spam: 225477 54.84%
# False positives: 10128 4.21%
-# False negatives: 185645 45.15%
-# TCR(l=50): 0.594130 SpamRecall: 54.849% SpamPrec: 95.702%
+# False negatives: 185685 45.16%
+# TCR(l=50): 0.594092 SpamRecall: 54.839% SpamPrec: 95.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 28836 95.69%
-# Correctly spam: 28004 54.63%
+# Correctly spam: 28049 54.72%
# False positives: 1298 4.31%
-# False negatives: 23259 45.37%
-# TCR(l=50): 0.581483 SpamRecall: 54.628% SpamPrec: 95.570%
+# False negatives: 23214 45.28%
+# TCR(l=50): 0.581780 SpamRecall: 54.716% SpamPrec: 95.577%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1891817&r1=1891816&r2=1891817&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jul 27 02:45:16 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 236656 37.404% (99.591% of non-spam corpus)
-# Correctly spam: 353440 55.863% (89.464% of spam corpus)
-# False positives: 973 0.154% (0.409% of nonspam, 115689 weighted)
-# False negatives: 41625 6.579% (10.536% of spam, 78413 weighted)
-# Average score for spam: 17.5 nonspam: -0.7
-# Average for false-pos: 7.2 false-neg: 1.9
-# TOTAL: 632694 100.00%
+# Correctly non-spam: 236649 37.404% (99.588% of non-spam corpus)
+# Correctly spam: 353230 55.830% (89.411% of spam corpus)
+# False positives: 980 0.155% (0.412% of nonspam, 116173 weighted)
+# False negatives: 41833 6.612% (10.589% of spam, 78884 weighted)
+# Average score for spam: 17.3 nonspam: -0.7
+# Average for false-pos: 7.1 false-neg: 1.9
+# TOTAL: 632692 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29592 99.57%
-# Correctly spam: 44177 89.63%
-# False positives: 128 0.43%
-# False negatives: 5113 10.37%
-# TCR(l=50): 4.281247 SpamRecall: 89.627% SpamPrec: 99.711%
+# Correctly non-spam: 29599 99.59%
+# Correctly spam: 44147 89.57%
+# False positives: 121 0.41%
+# False negatives: 5142 10.43%
+# TCR(l=50): 4.403949 SpamRecall: 89.568% SpamPrec: 99.727%
##### 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: 236875 99.68%
-# Correctly spam: 274398 69.46%
+# Correctly spam: 274318 69.44%
# False positives: 754 0.32%
-# False negatives: 120667 30.54%
-# TCR(l=50): 2.494617 SpamRecall: 69.456% SpamPrec: 99.726%
+# False negatives: 120745 30.56%
+# TCR(l=50): 2.493376 SpamRecall: 69.437% SpamPrec: 99.726%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 29627 99.69%
-# Correctly spam: 34248 69.48%
+# Correctly spam: 34336 69.66%
# False positives: 93 0.31%
-# False negatives: 15042 30.52%
-# TCR(l=50): 2.503047 SpamRecall: 69.483% SpamPrec: 99.729%
+# False negatives: 14953 30.34%
+# TCR(l=50): 2.514360 SpamRecall: 69.663% SpamPrec: 99.730%