Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1903384&r1=1903383&r2=1903384&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Aug 13 02:46:13 2022
@@ -1,194 +1,199 @@
-# Using score set 0 logs for revision 1903342 from:
-# ham-ena-week0.r1903342.log ham-ena-week1.r1903342.log ham-ena-week2.r1903342.log ham-ena-week3.r1903342.log ham-ena-week4.r1903342.log ham-giovanni-ham.r1903342.log ham-giovanni-spammy.r1903342.log ham-giovanni-spam.r1903342.log ham-grenier.r1903342.log ham-hege.r1903342.log ham-jhardin.r1903342.log ham-llanga.r1903342.log ham-mmiroslaw-mails-ham.r1903342.log ham-mmiroslaw-mails-spam.r1903342.log ham-thendrikx.r1903342.log ham-tsz-spam-corpus.r1903342.log spam-ena-week0.r1903342.log spam-ena-week1.r1903342.log spam-ena-week2.r1903342.log spam-ena-week3.r1903342.log spam-ena-week4.r1903342.log spam-giovanni-ham.r1903342.log spam-giovanni-spammy.r1903342.log spam-giovanni-spam.r1903342.log spam-grenier.r1903342.log spam-hege.r1903342.log spam-jhardin.r1903342.log spam-llanga.r1903342.log spam-mmiroslaw-mails-ham.r1903342.log spam-mmiroslaw-mails-spam.r1903342.log spam-thendrikx.r1903342.log spam-tsz-spam-corpus.r1903342.log
+# Using score set 0 logs for revision 1903367 from:
+# ham-ena-week0.r1903367.log ham-ena-week1.r1903367.log ham-ena-week2.r1903367.log ham-ena-week3.r1903367.log ham-ena-week4.r1903367.log ham-giovanni-ham.r1903367.log ham-giovanni-spammy.r1903367.log ham-giovanni-spam.r1903367.log ham-grenier.r1903367.log ham-hege.r1903367.log ham-jhardin.r1903367.log ham-llanga.r1903367.log ham-mmiroslaw-mails-ham.r1903367.log ham-mmiroslaw-mails-spam.r1903367.log ham-thendrikx.r1903367.log ham-tsz-spam-corpus.r1903367.log spam-ena-week0.r1903367.log spam-ena-week1.r1903367.log spam-ena-week2.r1903367.log spam-ena-week3.r1903367.log spam-ena-week4.r1903367.log spam-giovanni-ham.r1903367.log spam-giovanni-spammy.r1903367.log spam-giovanni-spam.r1903367.log spam-grenier.r1903367.log spam-hege.r1903367.log spam-jhardin.r1903367.log spam-llanga.r1903367.log spam-mmiroslaw-mails-ham.r1903367.log spam-mmiroslaw-mails-spam.r1903367.log spam-thendrikx.r1903367.log spam-tsz-spam-corpus.r1903367.log
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 3.296
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.491
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.057
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 2.060
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
+score ADVANCE_FEE_3_NEW 2.297
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.297
score ADVANCE_FEE_3_NEW_MONEY 2.896
score ADVANCE_FEE_4_NEW 2.197
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_4_NEW_MONEY 1.490
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.312
+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 0.231
+score AD_PREFS 0.058
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.570
-score BIGNUM_EMAILS_FREEM 2.316
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.396
+score BIGNUM_EMAILS_FREEM 2.999
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_EXTORT_01 2.100
+score BITCOIN_EXTORT_01 2.107
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
score BITCOIN_XPRIO 2.497
-score BODY_EMAIL_419_FRAUD_GM 2.497
-score BODY_SINGLE_URI 0.086
+score BODY_EMAIL_419_FRAUD_GM 0.051
+score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 1.841
+score BOGUS_MSM_HDRS 1.486
score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 1.375
+score CONTENT_AFTER_HTML 2.497
score CONTENT_AFTER_HTML_WEAK 1.498
-score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 3.096
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 2.077
score DX_TEXT_03 0.498
score ENCRYPTED_MESSAGE -0.998
-score FILL_THIS_FORM 1.595
-score FONT_INVIS_DIRECT 0.683
-score FONT_INVIS_DOTGOV 1.643
+score FILL_THIS_FORM 1.692
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DOTGOV 1.207
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 0.933
-score FONT_INVIS_POSTEXTRAS 1.597
+score FONT_INVIS_MSGID 1.642
+score FONT_INVIS_NORDNS 1.714
+score FONT_INVIS_POSTEXTRAS 1.604
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.549
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 1.942
+score FOUND_YOU 2.463
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 2.051
score FROM_ADDR_WS 2.996
score FROM_MISSPACED 1.997
score FROM_MISSP_EH_MATCH 1.997
score FROM_MISSP_FREEMAIL 3.196
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.522
-score FROM_NTLD_LINKBAIT 1.602
-score FROM_NTLD_REPLY_FREEMAIL 1.157
+score FROM_MULTI_NORDNS 1.089
+score FROM_NTLD_LINKBAIT 1.151
+score FROM_NTLD_REPLY_FREEMAIL 1.541
score FROM_ONE_CHAR 2.197
-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 # force non-zero
-score FSL_HELO_FAKE 3.197
-score FSL_NEW_HELO_USER 0.553
+score FSL_HELO_FAKE 2.896
+score FSL_NEW_HELO_USER 0.042
score FUZZY_AMAZON 2.297
-score FUZZY_SECURITY 2.098
-score GB_BITCOIN_CP 0.049
-score GB_FAKE_RF_SHORT 1.982
+score FUZZY_SECURITY 2.197
+score FUZZY_WALLET 1.785
+score GB_BITCOIN_CP 0.052
+score GB_FAKE_RF_SHORT 1.879
score GB_FREEMAIL_DISPTO 0.498
score GB_URI_FLEEK_STO_HTM 0.998
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.497
-score GOOG_STO_EMAIL_PHISH 2.443
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 1.004
+score GOOG_REDIR_NORDNS 2.502
+score GOOG_STO_EMAIL_PHISH 2.811
+score GOOG_STO_NOIMG_HTML 2.997
+score HAS_X_OUTGOING_SPAM_STAT 1.003
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 1.199
+score HDR_ORDER_FTSDMCXX_DIRECT 1.265
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.247
+score HK_LOTTO 0.350
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.241
-score HOSTED_IMG_DIRECT_MX 3.496
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.804
+score HOSTED_IMG_DIRECT_MX 3.416
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 2.996
score HTML_OFF_PAGE 2.996
-score HTML_TEXT_INVISIBLE_STYLE 1.883
-score IMG_ONLY_FM_DOM_INFO 2.497
-score JH_SPAMMY_HEADERS 3.496
+score HTML_TEXT_INVISIBLE_STYLE 1.885
+score IMG_ONLY_FM_DOM_INFO 2.179
+score JH_SPAMMY_HEADERS 3.497
score LIST_PARTIAL_SHORT_MSG 2.497
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 1.883
-score LONG_INVISIBLE_TEXT 2.934
+score LONG_IMG_URI 1.885
+score LONG_INVISIBLE_TEXT 2.996
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MALW_ATTACH 2.098
score MANY_SUBDOM 2.197
-score MILLION_HUNDRED 1.593
-score MILLION_USD 1.998
-score MIMEOLE_DIRECT_TO_MX 0.801
+score MILLION_HUNDRED 0.410
+score MILLION_USD 1.997
+score MIMEOLE_DIRECT_TO_MX 0.474
score MIXED_ES 2.397
-score MONEY_ATM_CARD 0.899
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.641
-score MONEY_FRAUD_3 2.996
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 2.638
+score MONEY_FORM_SHORT 1.640
+score MONEY_FRAUD_3 2.997
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 3.099
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 1.997
-score MSGID_NOFQDN1 1.149
-score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.080
-score NAME_EMAIL_DIFF 1.727
-score NA_DOLLARS 1.499
-score NEW_PRODUCTS 0.795
+score MONEY_FROM_MISSP 0.297
+score MSGID_NOFQDN1 1.148
+score MSMAIL_PRI_ABNORMAL 1.439
+score MSM_PRIO_REPTO 2.497
+score NAME_EMAIL_DIFF 1.728
+score NA_DOLLARS 1.498
+score NEW_PRODUCTS 0.156
score NICE_REPLY_A -0.001
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 3.054
-score NUMBERONLY_BITCOIN_EXP 0.001
-score OBFU_TEXT_ATTACH 0.862
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 0.507
+score NSL_RCVD_HELO_USER 1.986
+score NUMBERONLY_BITCOIN_EXP 0.992
+score OBFU_TEXT_ATTACH 0.745
score ODD_FREEM_REPTO 2.996
score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.257
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHP_EVAL 1.498
score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TINYSUBJ_URISHRT 0.009
+score PDS_TINYSUBJ_URISHRT 0.253
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PHP_ORIG_SCRIPT 2.497
-score PHP_SCRIPT 2.498
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.354
-score RDNS_NUM_TLD_XM 2.996
-score REPTO_419_FRAUD 1.476
-score REPTO_419_FRAUD_GM 2.997
+score RATWARE_NO_RDNS 1.033
+score RDNS_NUM_TLD_XM 2.437
+score REPTO_419_FRAUD 1.489
+score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 1.725
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.796
+score RISK_FREE 0.769
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.697
score SCC_CANSPAM_2 2.696
-score SCC_ISEMM_LID_1 2.603
-score SCC_THREE_WORD_MONTY 2.896
+score SCC_ISEMM_LID_1 3.149
+score SCC_THREE_WORD_MONTY 2.897
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 3.370
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.987
+score SERGIO_SUBJECT_VIAGRA01 4.103
+score SHOPIFY_IMG_NOT_RCVD_SFY 1.092
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.689
+score STATIC_XPRIO_OLE 0.067
score THIS_AD 1.098
score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_IMG 1.998
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.784
+score TO_NO_BRKTS_NORDNS_HTML 1.787
score TO_NO_BRKTS_PCNT 2.497
-score TVD_RCVD_SPACE_BRACKET 2.059
-score UNDISC_FREEM 3.296
+score TVD_RCVD_SPACE_BRACKET 2.784
+score UNDISC_FREEM 3.297
score UNDISC_MONEY 3.196
score UNICODE_OBFU_ASC 2.497
score URI_DOTEDU 1.997
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.397
+score URI_FIREBASEAPP 2.997
+score URI_GOOGLE_PROXY 2.297
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.946
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.397
-score URI_WP_DIRINDEX 3.496
+score URI_WP_DIRINDEX 3.497
score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.593
+score WORD_INVIS 0.001
score XFER_LOTSA_MONEY 0.998
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOU_INHERIT 2.397
+score YOU_INHERIT 2.090
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -237,16 +242,13 @@ score ENVFROM_GOOG_TRIX 1.0
score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
-score FONT_INVIS_NORDNS 1.000
score FORM_FRAUD 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_MISSP_REPLYTO 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
-score GB_WEBFORM 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -257,7 +259,6 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_HTML 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
@@ -277,7 +278,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -292,7 +292,6 @@ score MSGID_DOLLARS_URI_IMG 1.0
score MSGID_HDR_MALF 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 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 PHP_NOVER_MUA 1.000
@@ -333,8 +332,6 @@ score TONLINE_FAKE_DKIM 1.0
score TO_EQ_FM_DIRECT_MX 1.000
score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 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_ZW 1.000
@@ -353,10 +350,8 @@ score URI_OPTOUT_3LD 1.0
score URI_TRY_USME 1.000
score URI_WP_HACKED 1.000
score USB_DRIVES 1.000
-score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score WORD_INVIS 1.000
score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
score XPRIO 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1903384&r1=1903383&r2=1903384&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Aug 13 02:46:13 2022
@@ -3,226 +3,224 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.999
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.071
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 2.996
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.639
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.199
-score ADVANCE_FEE_3_NEW_MONEY 2.545
-score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.399
-score ADVANCE_FEE_4_NEW_MONEY 1.904
-score ADVANCE_FEE_5_NEW 2.299
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
+score ADVANCE_FEE_3_NEW_MONEY 2.148
+score ADVANCE_FEE_4_NEW 2.197
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.397
+score ADVANCE_FEE_4_NEW_MONEY 1.760
+score ADVANCE_FEE_5_NEW 2.198
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 0.549
-score APOSTROPHE_TOCC 0.999
+score ALIBABA_IMG_NOT_RCVD_ALI 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 0.548
+score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.299
-score BIGNUM_EMAILS_FREEM 2.999
-score BIGNUM_EMAILS_MANY 2.831
-score BITCOIN_EXTORT_01 0.881
-score BITCOIN_MALF_HTML 2.151
-score BITCOIN_ONAN 2.999
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.045
+score BIGNUM_EMAILS_FREEM 2.996
+score BIGNUM_EMAILS_MANY 2.833
+score BITCOIN_EXTORT_01 0.751
+score BITCOIN_MALF_HTML 2.106
+score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.547
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_05 2.318
score BITCOIN_XPRIO 0.001
-score BODY_EMAIL_419_FRAUD_GM 2.499
+score BODY_EMAIL_419_FRAUD_GM 2.498
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.417
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.204
+score BODY_URI_ONLY 2.492
+score BOGUS_MIME_VERSION 3.496
+score BOGUS_MSM_HDRS 1.522
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 0.858
-score CONTENT_AFTER_HTML_WEAK 1.500
-score CTE_8BIT_MISMATCH 0.840
-score DEAR_BENEFICIARY 2.127
-score DKIMWL_WL_HIGH -0.573
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.068
-score DX_TEXT_03 1.300
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 1.464
+score CONTENT_AFTER_HTML 1.507
+score CONTENT_AFTER_HTML_WEAK 1.499
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 2.151
+score DKIMWL_WL_HIGH -0.571
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.376
+score DX_TEXT_03 1.298
+score ENCRYPTED_MESSAGE -0.998
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 1.463
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 1.880
-score FORGED_SPF_HELO 0.110
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.332
-score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.485
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 1.671
-score FROM_ADDR_WS 2.999
-score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 0.303
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.997
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.189
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 0.066
+score FONT_INVIS_POSTEXTRAS 1.709
+score FORGED_SPF_HELO 0.116
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 0.954
+score FORM_FRAUD_5 0.001 # force non-zero
+score FOUND_YOU 1.620
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 1.912
+score FROM_ADDR_WS 2.996
+score FROM_BANK_NOAUTH 0.998
+score FROM_FMBLA_NEWDOM 0.310
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.233
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 1.707
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.001
-score FROM_NTLD_LINKBAIT 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.550
-score FROM_PAYPAL_SPOOF 0.414
+score FROM_MULTI_NORDNS 0.997
+score FROM_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_PAYPAL_SPOOF 0.872
score FROM_SUSPICIOUS_NTLD 0.001
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.100
+score FSL_HELO_FAKE 3.097
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.299
-score GB_FAKE_RF_SHORT 1.999
+score FUZZY_AMAZON 2.297
+score FUZZY_SECURITY 2.098
+score GB_FAKE_RF_SHORT 1.866
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.302
+score GB_HASHBL_BTC 2.447
score GB_URI_FLEEK_STO_HTM 0.999
-score GB_WEBFORM 1.499
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 3.299
-score GOOG_STO_EMAIL_PHISH 3.000
-score GOOG_STO_NOIMG_HTML 2.999
+score GOOG_REDIR_HTML_ONLY 1.997
+score GOOG_REDIR_NORDNS 3.296
+score GOOG_STO_EMAIL_PHISH 2.996
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE 0.099
-score HDRS_MISSP 2.499
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.547
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.912
+score HK_LOTTO 0.617
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.909
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.722
+score HOSTED_IMG_DIRECT_MX 1.528
score HOSTED_IMG_FREEM 2.422
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.607
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 2.449
-score IMG_ONLY_FM_DOM_INFO 2.499
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.157
-score LONG_HEX_URI 1.522
-score LONG_IMG_URI 1.915
-score LONG_INVISIBLE_TEXT 1.819
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.996
+score HTML_OFF_PAGE 2.996
+score HTML_SINGLET_MANY 1.906
+score HTML_TEXT_INVISIBLE_FONT 1.997
+score HTML_TEXT_INVISIBLE_STYLE 2.452
+score IMG_ONLY_FM_DOM_INFO 2.497
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.398
+score LIST_PARTIAL_SHORT_MSG 2.150
+score LONG_HEX_URI 1.527
+score LONG_IMG_URI 1.843
+score LONG_INVISIBLE_TEXT 1.955
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.500
+score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MILLION_HUNDRED 0.069
-score MILLION_USD 2.000
+score MILLION_HUNDRED 0.230
+score MILLION_USD 1.997
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 0.769
-score MONEY_ATM_CARD 0.413
+score MIXED_ES 0.765
+score MONEY_ATM_CARD 1.149
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.506
-score MONEY_FRAUD_3 2.394
+score MONEY_FORM_SHORT 0.499
+score MONEY_FRAUD_3 2.696
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.991
-score MONEY_FREEMAIL_REPTO 1.730
-score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.416
+score MONEY_FRAUD_8 2.992
+score MONEY_FREEMAIL_REPTO 1.717
+score MONEY_FROM_41 1.997
+score MONEY_FROM_MISSP 0.414
score MSGID_NOFQDN1 0.001
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.499
-score NAME_EMAIL_DIFF 0.001 # force non-zero
+score MSM_PRIO_REPTO 2.497
+score NAME_EMAIL_DIFF 0.001
score NA_DOLLARS 0.001
-score NEW_PRODUCTS 0.001
-score NICE_REPLY_A -0.001
+score NEW_PRODUCTS 1.101
+score NICE_REPLY_A -0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 1.094
-score NUMBERONLY_BITCOIN_EXP 1.498
-score OBFU_TEXT_ATTACH 0.961
-score ODD_FREEM_REPTO 2.940
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 1.150
+score NUMBERONLY_BITCOIN_EXP 1.107
+score OBFU_TEXT_ATTACH 1.042
+score ODD_FREEM_REPTO 2.933
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_HELO_SPF_FAIL 1.999
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.006
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.655
+score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_HELO_SPF_FAIL 1.997
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_SHORT_SPOOFED_URL 1.997
+score PDS_TINYSUBJ_URISHRT 1.123
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.648
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.001
-score PHP_ORIG_SCRIPT 2.153
-score PHP_SCRIPT 2.249
-score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_HEADER_MANY 2.999
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.817
-score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.766
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.199
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.199
-score SCC_CANSPAM_2 2.799
-score SCC_ISEMM_LID_1 1.697
-score SCC_THREE_WORD_MONTY 2.899
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 4.026
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.001
-score SHORTENED_URL_SRC 2.199
-score SHORTENER_SHORT_IMG 0.239
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.999
+score PHP_ORIG_SCRIPT 2.145
+score PHP_SCRIPT 2.278
+score PP_MIME_FAKE_ASCII_TEXT 0.998
+score RAND_HEADER_MANY 2.996
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 2.488
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_XM 1.258
+score REPTO_419_FRAUD_GM 2.996
+score REPTO_419_FRAUD_GM_LOOSE 0.998
+score RISK_FREE 1.265
+score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
+score SCC_BODY_URI_ONLY 1.126
+score SCC_CANSPAM_2 2.696
+score SCC_ISEMM_LID_1 1.885
+score SCC_THREE_WORD_MONTY 2.896
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 4.299
+score SHOPIFY_IMG_NOT_RCVD_SFY 0.125
+score SHORTENED_URL_SRC 2.197
+score SHORTENER_SHORT_IMG 0.311
+score SHORT_SHORTNER 1.997
+score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.017
-score SPOOFED_FREEM_REPTO_CHN 3.436
+score SPOOFED_FREEM_REPTO 1.705
+score SPOOFED_FREEM_REPTO_CHN 3.474
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
-score THIS_AD 1.100
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.057
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score THIS_AD 1.098
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.011
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.202
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 1.753
-score TVD_SUBJ_NUM_OBFU_MINFP 2.199
-score UNDISC_FREEM 3.099
-score UNDISC_MONEY 3.008
-score UNICODE_OBFU_ASC 2.499
-score URI_DOTEDU 1.999
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.299
-score URI_IN_URI_10 2.499
-score URI_ONLY_MSGID_MALF 1.378
-score URI_PHISH 3.554
-score URI_PHP_REDIR 3.297
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.299
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_RCVD_SPACE_BRACKET 1.747
+score UNDISC_FREEM 3.096
+score UNDISC_MONEY 2.992
+score UNICODE_OBFU_ASC 2.497
+score URI_DOTEDU 1.997
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.297
+score URI_IN_URI_10 2.497
+score URI_ONLY_MSGID_MALF 1.373
+score URI_PHISH 3.595
+score URI_PHP_REDIR 3.305
+score URI_TRY_3LD 1.998
+score URI_WPADMIN 2.297
score URI_WP_DIRINDEX 3.491
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.596
-score WORD_INVIS_MANY 2.999
-score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score URI_WP_HACKED 3.497
+score URI_WP_HACKED_2 1.594
+score WORD_INVIS_MANY 2.996
+score XM_RANDOM 2.497
+score XM_RECPTID 2.996
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 0.377
-score YOU_INHERIT 2.499
+score XPRIO_SHORT_SUBJ 2.499
+score YOU_INHERIT 2.497
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -311,7 +309,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1903384&r1=1903383&r2=1903384&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Aug 13 02:46:13 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 244091 48.748% (99.590% of non-spam corpus)
-# Correctly spam: 180411 36.031% (70.578% of spam corpus)
-# False positives: 1006 0.201% (0.410% of nonspam, 31630 weighted)
-# False negatives: 75207 15.020% (29.422% of spam, 147686 weighted)
-# Average score for spam: 10.0 nonspam: 0.7
-# Average for false-pos: 6.0 false-neg: 2.0
-# TOTAL: 500715 100.00%
+# Correctly non-spam: 246997 48.916% (99.582% of non-spam corpus)
+# Correctly spam: 180893 35.825% (70.412% of spam corpus)
+# False positives: 1036 0.205% (0.418% of nonspam, 37318 weighted)
+# False negatives: 76015 15.054% (29.588% of spam, 147132 weighted)
+# Average score for spam: 10.5 nonspam: 0.7
+# Average for false-pos: 7.0 false-neg: 1.9
+# TOTAL: 504941 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30465 99.52%
-# Correctly spam: 22571 70.68%
-# False positives: 146 0.48%
-# False negatives: 9362 29.32%
-# TCR(l=50): 1.916517 SpamRecall: 70.682% SpamPrec: 99.357%
+# Correctly non-spam: 30818 99.58%
+# Correctly spam: 22654 70.59%
+# False positives: 131 0.42%
+# False negatives: 9437 29.41%
+# TCR(l=50): 2.007318 SpamRecall: 70.593% SpamPrec: 99.425%
##### 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: 236236 96.38%
-# Correctly spam: 150108 58.72%
-# False positives: 8861 3.62%
-# False negatives: 105510 41.28%
-# TCR(l=50): 0.465980 SpamRecall: 58.724% SpamPrec: 94.426%
+# Correctly non-spam: 239237 96.45%
+# Correctly spam: 149672 58.26%
+# False positives: 8796 3.55%
+# False negatives: 107236 41.74%
+# TCR(l=50): 0.469636 SpamRecall: 58.259% SpamPrec: 94.449%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29470 96.27%
-# Correctly spam: 18807 58.90%
-# False positives: 1141 3.73%
-# False negatives: 13126 41.10%
-# TCR(l=50): 0.455042 SpamRecall: 58.895% SpamPrec: 94.280%
+# Correctly non-spam: 29827 96.37%
+# Correctly spam: 18973 59.12%
+# False positives: 1122 3.63%
+# False negatives: 13118 40.88%
+# TCR(l=50): 0.463622 SpamRecall: 59.122% SpamPrec: 94.417%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1903384&r1=1903383&r2=1903384&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Aug 13 02:46:13 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 242973 46.641% (99.511% of non-spam corpus)
-# Correctly spam: 225644 43.315% (81.527% of spam corpus)
-# False positives: 1195 0.229% (0.489% of nonspam, 100799 weighted)
-# False negatives: 51128 9.815% (18.473% of spam, 102628 weighted)
-# Average score for spam: 17.6 nonspam: -0.8
+# Correctly non-spam: 242934 46.634% (99.495% of non-spam corpus)
+# Correctly spam: 225354 43.259% (81.423% of spam corpus)
+# False positives: 1234 0.237% (0.505% of nonspam, 103015 weighted)
+# False negatives: 51416 9.870% (18.577% of spam, 104370 weighted)
+# Average score for spam: 17.7 nonspam: -0.8
# Average for false-pos: 7.4 false-neg: 2.0
-# TOTAL: 520940 100.00%
+# TOTAL: 520938 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30360 99.48%
-# Correctly spam: 28185 81.41%
-# False positives: 158 0.52%
-# False negatives: 6434 18.59%
-# TCR(l=50): 2.415167 SpamRecall: 81.415% SpamPrec: 99.443%
+# Correctly non-spam: 30361 99.49%
+# Correctly spam: 28150 81.31%
+# False positives: 157 0.51%
+# False negatives: 6469 18.69%
+# TCR(l=50): 2.417697 SpamRecall: 81.314% SpamPrec: 99.445%
##### 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: 243107 99.57%
-# Correctly spam: 175326 63.35%
+# Correctly spam: 175410 63.38%
# False positives: 1061 0.43%
-# False negatives: 101446 36.65%
-# TCR(l=50): 1.791451 SpamRecall: 63.347% SpamPrec: 99.398%
+# False negatives: 101360 36.62%
+# TCR(l=50): 1.792436 SpamRecall: 63.378% SpamPrec: 99.399%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30371 99.52%
-# Correctly spam: 21981 63.49%
+# Correctly spam: 21985 63.51%
# False positives: 147 0.48%
-# False negatives: 12638 36.51%
-# TCR(l=50): 1.731989 SpamRecall: 63.494% SpamPrec: 99.336%
+# False negatives: 12634 36.49%
+# TCR(l=50): 1.732336 SpamRecall: 63.506% SpamPrec: 99.336%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1903384&r1=1903383&r2=1903384&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Aug 13 02:46:13 2022
@@ -1,194 +1,199 @@
-# Using score set 0 logs for revision 1903342 from:
-# ham-ena-week0.r1903342.log ham-ena-week1.r1903342.log ham-ena-week2.r1903342.log ham-ena-week3.r1903342.log ham-ena-week4.r1903342.log ham-giovanni-ham.r1903342.log ham-giovanni-spammy.r1903342.log ham-giovanni-spam.r1903342.log ham-grenier.r1903342.log ham-hege.r1903342.log ham-jhardin.r1903342.log ham-llanga.r1903342.log ham-mmiroslaw-mails-ham.r1903342.log ham-mmiroslaw-mails-spam.r1903342.log ham-thendrikx.r1903342.log ham-tsz-spam-corpus.r1903342.log spam-ena-week0.r1903342.log spam-ena-week1.r1903342.log spam-ena-week2.r1903342.log spam-ena-week3.r1903342.log spam-ena-week4.r1903342.log spam-giovanni-ham.r1903342.log spam-giovanni-spammy.r1903342.log spam-giovanni-spam.r1903342.log spam-grenier.r1903342.log spam-hege.r1903342.log spam-jhardin.r1903342.log spam-llanga.r1903342.log spam-mmiroslaw-mails-ham.r1903342.log spam-mmiroslaw-mails-spam.r1903342.log spam-thendrikx.r1903342.log spam-tsz-spam-corpus.r1903342.log
+# Using score set 0 logs for revision 1903367 from:
+# ham-ena-week0.r1903367.log ham-ena-week1.r1903367.log ham-ena-week2.r1903367.log ham-ena-week3.r1903367.log ham-ena-week4.r1903367.log ham-giovanni-ham.r1903367.log ham-giovanni-spammy.r1903367.log ham-giovanni-spam.r1903367.log ham-grenier.r1903367.log ham-hege.r1903367.log ham-jhardin.r1903367.log ham-llanga.r1903367.log ham-mmiroslaw-mails-ham.r1903367.log ham-mmiroslaw-mails-spam.r1903367.log ham-thendrikx.r1903367.log ham-tsz-spam-corpus.r1903367.log spam-ena-week0.r1903367.log spam-ena-week1.r1903367.log spam-ena-week2.r1903367.log spam-ena-week3.r1903367.log spam-ena-week4.r1903367.log spam-giovanni-ham.r1903367.log spam-giovanni-spammy.r1903367.log spam-giovanni-spam.r1903367.log spam-grenier.r1903367.log spam-hege.r1903367.log spam-jhardin.r1903367.log spam-llanga.r1903367.log spam-mmiroslaw-mails-ham.r1903367.log spam-mmiroslaw-mails-spam.r1903367.log spam-thendrikx.r1903367.log spam-tsz-spam-corpus.r1903367.log
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 3.296
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.491
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.057
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 2.060
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
+score ADVANCE_FEE_3_NEW 2.297
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.297
score ADVANCE_FEE_3_NEW_MONEY 2.896
score ADVANCE_FEE_4_NEW 2.197
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_4_NEW_MONEY 1.490
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.312
+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 0.231
+score AD_PREFS 0.058
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.570
-score BIGNUM_EMAILS_FREEM 2.316
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.396
+score BIGNUM_EMAILS_FREEM 2.999
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_EXTORT_01 2.100
+score BITCOIN_EXTORT_01 2.107
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
score BITCOIN_XPRIO 2.497
-score BODY_EMAIL_419_FRAUD_GM 2.497
-score BODY_SINGLE_URI 0.086
+score BODY_EMAIL_419_FRAUD_GM 0.051
+score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 1.841
+score BOGUS_MSM_HDRS 1.486
score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 1.375
+score CONTENT_AFTER_HTML 2.497
score CONTENT_AFTER_HTML_WEAK 1.498
-score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 3.096
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 2.077
score DX_TEXT_03 0.498
score ENCRYPTED_MESSAGE -0.998
-score FILL_THIS_FORM 1.595
-score FONT_INVIS_DIRECT 0.683
-score FONT_INVIS_DOTGOV 1.643
+score FILL_THIS_FORM 1.692
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DOTGOV 1.207
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 0.933
-score FONT_INVIS_POSTEXTRAS 1.597
+score FONT_INVIS_MSGID 1.642
+score FONT_INVIS_NORDNS 1.714
+score FONT_INVIS_POSTEXTRAS 1.604
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.549
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 1.942
+score FOUND_YOU 2.463
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 2.051
score FROM_ADDR_WS 2.996
score FROM_MISSPACED 1.997
score FROM_MISSP_EH_MATCH 1.997
score FROM_MISSP_FREEMAIL 3.196
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.522
-score FROM_NTLD_LINKBAIT 1.602
-score FROM_NTLD_REPLY_FREEMAIL 1.157
+score FROM_MULTI_NORDNS 1.089
+score FROM_NTLD_LINKBAIT 1.151
+score FROM_NTLD_REPLY_FREEMAIL 1.541
score FROM_ONE_CHAR 2.197
-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 # force non-zero
-score FSL_HELO_FAKE 3.197
-score FSL_NEW_HELO_USER 0.553
+score FSL_HELO_FAKE 2.896
+score FSL_NEW_HELO_USER 0.042
score FUZZY_AMAZON 2.297
-score FUZZY_SECURITY 2.098
-score GB_BITCOIN_CP 0.049
-score GB_FAKE_RF_SHORT 1.982
+score FUZZY_SECURITY 2.197
+score FUZZY_WALLET 1.785
+score GB_BITCOIN_CP 0.052
+score GB_FAKE_RF_SHORT 1.879
score GB_FREEMAIL_DISPTO 0.498
score GB_URI_FLEEK_STO_HTM 0.998
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.497
-score GOOG_STO_EMAIL_PHISH 2.443
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 1.004
+score GOOG_REDIR_NORDNS 2.502
+score GOOG_STO_EMAIL_PHISH 2.811
+score GOOG_STO_NOIMG_HTML 2.997
+score HAS_X_OUTGOING_SPAM_STAT 1.003
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 1.199
+score HDR_ORDER_FTSDMCXX_DIRECT 1.265
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.247
+score HK_LOTTO 0.350
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.241
-score HOSTED_IMG_DIRECT_MX 3.496
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.804
+score HOSTED_IMG_DIRECT_MX 3.416
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 2.996
score HTML_OFF_PAGE 2.996
-score HTML_TEXT_INVISIBLE_STYLE 1.883
-score IMG_ONLY_FM_DOM_INFO 2.497
-score JH_SPAMMY_HEADERS 3.496
+score HTML_TEXT_INVISIBLE_STYLE 1.885
+score IMG_ONLY_FM_DOM_INFO 2.179
+score JH_SPAMMY_HEADERS 3.497
score LIST_PARTIAL_SHORT_MSG 2.497
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 1.883
-score LONG_INVISIBLE_TEXT 2.934
+score LONG_IMG_URI 1.885
+score LONG_INVISIBLE_TEXT 2.996
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MALW_ATTACH 2.098
score MANY_SUBDOM 2.197
-score MILLION_HUNDRED 1.593
-score MILLION_USD 1.998
-score MIMEOLE_DIRECT_TO_MX 0.801
+score MILLION_HUNDRED 0.410
+score MILLION_USD 1.997
+score MIMEOLE_DIRECT_TO_MX 0.474
score MIXED_ES 2.397
-score MONEY_ATM_CARD 0.899
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.641
-score MONEY_FRAUD_3 2.996
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 2.638
+score MONEY_FORM_SHORT 1.640
+score MONEY_FRAUD_3 2.997
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 3.099
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 1.997
-score MSGID_NOFQDN1 1.149
-score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.080
-score NAME_EMAIL_DIFF 1.727
-score NA_DOLLARS 1.499
-score NEW_PRODUCTS 0.795
+score MONEY_FROM_MISSP 0.297
+score MSGID_NOFQDN1 1.148
+score MSMAIL_PRI_ABNORMAL 1.439
+score MSM_PRIO_REPTO 2.497
+score NAME_EMAIL_DIFF 1.728
+score NA_DOLLARS 1.498
+score NEW_PRODUCTS 0.156
score NICE_REPLY_A -0.001
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 3.054
-score NUMBERONLY_BITCOIN_EXP 0.001
-score OBFU_TEXT_ATTACH 0.862
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 0.507
+score NSL_RCVD_HELO_USER 1.986
+score NUMBERONLY_BITCOIN_EXP 0.992
+score OBFU_TEXT_ATTACH 0.745
score ODD_FREEM_REPTO 2.996
score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.257
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHP_EVAL 1.498
score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TINYSUBJ_URISHRT 0.009
+score PDS_TINYSUBJ_URISHRT 0.253
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PHP_ORIG_SCRIPT 2.497
-score PHP_SCRIPT 2.498
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.354
-score RDNS_NUM_TLD_XM 2.996
-score REPTO_419_FRAUD 1.476
-score REPTO_419_FRAUD_GM 2.997
+score RATWARE_NO_RDNS 1.033
+score RDNS_NUM_TLD_XM 2.437
+score REPTO_419_FRAUD 1.489
+score REPTO_419_FRAUD_GM 2.996
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 1.725
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.796
+score RISK_FREE 0.769
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.697
score SCC_CANSPAM_2 2.696
-score SCC_ISEMM_LID_1 2.603
-score SCC_THREE_WORD_MONTY 2.896
+score SCC_ISEMM_LID_1 3.149
+score SCC_THREE_WORD_MONTY 2.897
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 3.370
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.987
+score SERGIO_SUBJECT_VIAGRA01 4.103
+score SHOPIFY_IMG_NOT_RCVD_SFY 1.092
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.997
-score STATIC_XPRIO_OLE 0.689
+score STATIC_XPRIO_OLE 0.067
score THIS_AD 1.098
score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_IMG 1.998
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.784
+score TO_NO_BRKTS_NORDNS_HTML 1.787
score TO_NO_BRKTS_PCNT 2.497
-score TVD_RCVD_SPACE_BRACKET 2.059
-score UNDISC_FREEM 3.296
+score TVD_RCVD_SPACE_BRACKET 2.784
+score UNDISC_FREEM 3.297
score UNDISC_MONEY 3.196
score UNICODE_OBFU_ASC 2.497
score URI_DOTEDU 1.997
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.397
+score URI_FIREBASEAPP 2.997
+score URI_GOOGLE_PROXY 2.297
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.946
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.397
-score URI_WP_DIRINDEX 3.496
+score URI_WP_DIRINDEX 3.497
score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.593
+score WORD_INVIS 0.001
score XFER_LOTSA_MONEY 0.998
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOU_INHERIT 2.397
+score YOU_INHERIT 2.090
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -237,16 +242,13 @@ score ENVFROM_GOOG_TRIX 1.0
score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
-score FONT_INVIS_NORDNS 1.000
score FORM_FRAUD 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_MISSP_REPLYTO 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
-score GB_WEBFORM 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -257,7 +259,6 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_HTML 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
@@ -277,7 +278,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -292,7 +292,6 @@ score MSGID_DOLLARS_URI_IMG 1.0
score MSGID_HDR_MALF 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 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 PHP_NOVER_MUA 1.000
@@ -333,8 +332,6 @@ score TONLINE_FAKE_DKIM 1.0
score TO_EQ_FM_DIRECT_MX 1.000
score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 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_ZW 1.000
@@ -353,10 +350,8 @@ score URI_OPTOUT_3LD 1.0
score URI_TRY_USME 1.000
score URI_WP_HACKED 1.000
score USB_DRIVES 1.000
-score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score WORD_INVIS 1.000
score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
score XPRIO 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1903384&r1=1903383&r2=1903384&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Aug 13 02:46:13 2022
@@ -3,226 +3,224 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.999
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.071
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 2.996
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.639
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.199
-score ADVANCE_FEE_3_NEW_MONEY 2.545
-score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.399
-score ADVANCE_FEE_4_NEW_MONEY 1.904
-score ADVANCE_FEE_5_NEW 2.299
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
+score ADVANCE_FEE_3_NEW_MONEY 2.148
+score ADVANCE_FEE_4_NEW 2.197
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.397
+score ADVANCE_FEE_4_NEW_MONEY 1.760
+score ADVANCE_FEE_5_NEW 2.198
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 0.549
-score APOSTROPHE_TOCC 0.999
+score ALIBABA_IMG_NOT_RCVD_ALI 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 0.548
+score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.299
-score BIGNUM_EMAILS_FREEM 2.999
-score BIGNUM_EMAILS_MANY 2.831
-score BITCOIN_EXTORT_01 0.881
-score BITCOIN_MALF_HTML 2.151
-score BITCOIN_ONAN 2.999
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.045
+score BIGNUM_EMAILS_FREEM 2.996
+score BIGNUM_EMAILS_MANY 2.833
+score BITCOIN_EXTORT_01 0.751
+score BITCOIN_MALF_HTML 2.106
+score BITCOIN_ONAN 2.996
score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.547
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_05 2.318
score BITCOIN_XPRIO 0.001
-score BODY_EMAIL_419_FRAUD_GM 2.499
+score BODY_EMAIL_419_FRAUD_GM 2.498
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.417
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.204
+score BODY_URI_ONLY 2.492
+score BOGUS_MIME_VERSION 3.496
+score BOGUS_MSM_HDRS 1.522
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 0.858
-score CONTENT_AFTER_HTML_WEAK 1.500
-score CTE_8BIT_MISMATCH 0.840
-score DEAR_BENEFICIARY 2.127
-score DKIMWL_WL_HIGH -0.573
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.068
-score DX_TEXT_03 1.300
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 1.464
+score CONTENT_AFTER_HTML 1.507
+score CONTENT_AFTER_HTML_WEAK 1.499
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 2.151
+score DKIMWL_WL_HIGH -0.571
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.376
+score DX_TEXT_03 1.298
+score ENCRYPTED_MESSAGE -0.998
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 1.463
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 1.880
-score FORGED_SPF_HELO 0.110
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.332
-score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.485
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 1.671
-score FROM_ADDR_WS 2.999
-score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 0.303
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.997
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.189
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 0.066
+score FONT_INVIS_POSTEXTRAS 1.709
+score FORGED_SPF_HELO 0.116
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 0.954
+score FORM_FRAUD_5 0.001 # force non-zero
+score FOUND_YOU 1.620
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 1.912
+score FROM_ADDR_WS 2.996
+score FROM_BANK_NOAUTH 0.998
+score FROM_FMBLA_NEWDOM 0.310
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.233
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 1.707
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.001
-score FROM_NTLD_LINKBAIT 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.550
-score FROM_PAYPAL_SPOOF 0.414
+score FROM_MULTI_NORDNS 0.997
+score FROM_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_PAYPAL_SPOOF 0.872
score FROM_SUSPICIOUS_NTLD 0.001
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.100
+score FSL_HELO_FAKE 3.097
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.299
-score GB_FAKE_RF_SHORT 1.999
+score FUZZY_AMAZON 2.297
+score FUZZY_SECURITY 2.098
+score GB_FAKE_RF_SHORT 1.866
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.302
+score GB_HASHBL_BTC 2.447
score GB_URI_FLEEK_STO_HTM 0.999
-score GB_WEBFORM 1.499
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 3.299
-score GOOG_STO_EMAIL_PHISH 3.000
-score GOOG_STO_NOIMG_HTML 2.999
+score GOOG_REDIR_HTML_ONLY 1.997
+score GOOG_REDIR_NORDNS 3.296
+score GOOG_STO_EMAIL_PHISH 2.996
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE 0.099
-score HDRS_MISSP 2.499
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.547
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.912
+score HK_LOTTO 0.617
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.909
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.722
+score HOSTED_IMG_DIRECT_MX 1.528
score HOSTED_IMG_FREEM 2.422
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.607
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 2.449
-score IMG_ONLY_FM_DOM_INFO 2.499
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.157
-score LONG_HEX_URI 1.522
-score LONG_IMG_URI 1.915
-score LONG_INVISIBLE_TEXT 1.819
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.996
+score HTML_OFF_PAGE 2.996
+score HTML_SINGLET_MANY 1.906
+score HTML_TEXT_INVISIBLE_FONT 1.997
+score HTML_TEXT_INVISIBLE_STYLE 2.452
+score IMG_ONLY_FM_DOM_INFO 2.497
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.398
+score LIST_PARTIAL_SHORT_MSG 2.150
+score LONG_HEX_URI 1.527
+score LONG_IMG_URI 1.843
+score LONG_INVISIBLE_TEXT 1.955
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.500
+score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MILLION_HUNDRED 0.069
-score MILLION_USD 2.000
+score MILLION_HUNDRED 0.230
+score MILLION_USD 1.997
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 0.769
-score MONEY_ATM_CARD 0.413
+score MIXED_ES 0.765
+score MONEY_ATM_CARD 1.149
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.506
-score MONEY_FRAUD_3 2.394
+score MONEY_FORM_SHORT 0.499
+score MONEY_FRAUD_3 2.696
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.991
-score MONEY_FREEMAIL_REPTO 1.730
-score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.416
+score MONEY_FRAUD_8 2.992
+score MONEY_FREEMAIL_REPTO 1.717
+score MONEY_FROM_41 1.997
+score MONEY_FROM_MISSP 0.414
score MSGID_NOFQDN1 0.001
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.499
-score NAME_EMAIL_DIFF 0.001 # force non-zero
+score MSM_PRIO_REPTO 2.497
+score NAME_EMAIL_DIFF 0.001
score NA_DOLLARS 0.001
-score NEW_PRODUCTS 0.001
-score NICE_REPLY_A -0.001
+score NEW_PRODUCTS 1.101
+score NICE_REPLY_A -0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 1.094
-score NUMBERONLY_BITCOIN_EXP 1.498
-score OBFU_TEXT_ATTACH 0.961
-score ODD_FREEM_REPTO 2.940
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 1.150
+score NUMBERONLY_BITCOIN_EXP 1.107
+score OBFU_TEXT_ATTACH 1.042
+score ODD_FREEM_REPTO 2.933
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_HELO_SPF_FAIL 1.999
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.006
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.655
+score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_HELO_SPF_FAIL 1.997
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_SHORT_SPOOFED_URL 1.997
+score PDS_TINYSUBJ_URISHRT 1.123
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.648
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.001
-score PHP_ORIG_SCRIPT 2.153
-score PHP_SCRIPT 2.249
-score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_HEADER_MANY 2.999
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.817
-score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.766
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.199
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.199
-score SCC_CANSPAM_2 2.799
-score SCC_ISEMM_LID_1 1.697
-score SCC_THREE_WORD_MONTY 2.899
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 4.026
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.001
-score SHORTENED_URL_SRC 2.199
-score SHORTENER_SHORT_IMG 0.239
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.999
+score PHP_ORIG_SCRIPT 2.145
+score PHP_SCRIPT 2.278
+score PP_MIME_FAKE_ASCII_TEXT 0.998
+score RAND_HEADER_MANY 2.996
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 2.488
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_XM 1.258
+score REPTO_419_FRAUD_GM 2.996
+score REPTO_419_FRAUD_GM_LOOSE 0.998
+score RISK_FREE 1.265
+score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
+score SCC_BODY_URI_ONLY 1.126
+score SCC_CANSPAM_2 2.696
+score SCC_ISEMM_LID_1 1.885
+score SCC_THREE_WORD_MONTY 2.896
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 4.299
+score SHOPIFY_IMG_NOT_RCVD_SFY 0.125
+score SHORTENED_URL_SRC 2.197
+score SHORTENER_SHORT_IMG 0.311
+score SHORT_SHORTNER 1.997
+score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.017
-score SPOOFED_FREEM_REPTO_CHN 3.436
+score SPOOFED_FREEM_REPTO 1.705
+score SPOOFED_FREEM_REPTO_CHN 3.474
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
-score THIS_AD 1.100
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.057
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score THIS_AD 1.098
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.011
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.202
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 1.753
-score TVD_SUBJ_NUM_OBFU_MINFP 2.199
-score UNDISC_FREEM 3.099
-score UNDISC_MONEY 3.008
-score UNICODE_OBFU_ASC 2.499
-score URI_DOTEDU 1.999
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.299
-score URI_IN_URI_10 2.499
-score URI_ONLY_MSGID_MALF 1.378
-score URI_PHISH 3.554
-score URI_PHP_REDIR 3.297
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.299
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_RCVD_SPACE_BRACKET 1.747
+score UNDISC_FREEM 3.096
+score UNDISC_MONEY 2.992
+score UNICODE_OBFU_ASC 2.497
+score URI_DOTEDU 1.997
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.297
+score URI_IN_URI_10 2.497
+score URI_ONLY_MSGID_MALF 1.373
+score URI_PHISH 3.595
+score URI_PHP_REDIR 3.305
+score URI_TRY_3LD 1.998
+score URI_WPADMIN 2.297
score URI_WP_DIRINDEX 3.491
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.596
-score WORD_INVIS_MANY 2.999
-score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score URI_WP_HACKED 3.497
+score URI_WP_HACKED_2 1.594
+score WORD_INVIS_MANY 2.996
+score XM_RANDOM 2.497
+score XM_RECPTID 2.996
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 0.377
-score YOU_INHERIT 2.499
+score XPRIO_SHORT_SUBJ 2.499
+score YOU_INHERIT 2.497
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -311,7 +309,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1903384&r1=1903383&r2=1903384&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Aug 13 02:46:13 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 244091 48.748% (99.590% of non-spam corpus)
-# Correctly spam: 180411 36.031% (70.578% of spam corpus)
-# False positives: 1006 0.201% (0.410% of nonspam, 31630 weighted)
-# False negatives: 75207 15.020% (29.422% of spam, 147686 weighted)
-# Average score for spam: 10.0 nonspam: 0.7
-# Average for false-pos: 6.0 false-neg: 2.0
-# TOTAL: 500715 100.00%
+# Correctly non-spam: 246997 48.916% (99.582% of non-spam corpus)
+# Correctly spam: 180893 35.825% (70.412% of spam corpus)
+# False positives: 1036 0.205% (0.418% of nonspam, 37318 weighted)
+# False negatives: 76015 15.054% (29.588% of spam, 147132 weighted)
+# Average score for spam: 10.5 nonspam: 0.7
+# Average for false-pos: 7.0 false-neg: 1.9
+# TOTAL: 504941 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30465 99.52%
-# Correctly spam: 22571 70.68%
-# False positives: 146 0.48%
-# False negatives: 9362 29.32%
-# TCR(l=50): 1.916517 SpamRecall: 70.682% SpamPrec: 99.357%
+# Correctly non-spam: 30818 99.58%
+# Correctly spam: 22654 70.59%
+# False positives: 131 0.42%
+# False negatives: 9437 29.41%
+# TCR(l=50): 2.007318 SpamRecall: 70.593% SpamPrec: 99.425%
##### 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: 236236 96.38%
-# Correctly spam: 150108 58.72%
-# False positives: 8861 3.62%
-# False negatives: 105510 41.28%
-# TCR(l=50): 0.465980 SpamRecall: 58.724% SpamPrec: 94.426%
+# Correctly non-spam: 239237 96.45%
+# Correctly spam: 149672 58.26%
+# False positives: 8796 3.55%
+# False negatives: 107236 41.74%
+# TCR(l=50): 0.469636 SpamRecall: 58.259% SpamPrec: 94.449%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29470 96.27%
-# Correctly spam: 18807 58.90%
-# False positives: 1141 3.73%
-# False negatives: 13126 41.10%
-# TCR(l=50): 0.455042 SpamRecall: 58.895% SpamPrec: 94.280%
+# Correctly non-spam: 29827 96.37%
+# Correctly spam: 18973 59.12%
+# False positives: 1122 3.63%
+# False negatives: 13118 40.88%
+# TCR(l=50): 0.463622 SpamRecall: 59.122% SpamPrec: 94.417%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1903384&r1=1903383&r2=1903384&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Aug 13 02:46:13 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 242973 46.641% (99.511% of non-spam corpus)
-# Correctly spam: 225644 43.315% (81.527% of spam corpus)
-# False positives: 1195 0.229% (0.489% of nonspam, 100799 weighted)
-# False negatives: 51128 9.815% (18.473% of spam, 102628 weighted)
-# Average score for spam: 17.6 nonspam: -0.8
+# Correctly non-spam: 242934 46.634% (99.495% of non-spam corpus)
+# Correctly spam: 225354 43.259% (81.423% of spam corpus)
+# False positives: 1234 0.237% (0.505% of nonspam, 103015 weighted)
+# False negatives: 51416 9.870% (18.577% of spam, 104370 weighted)
+# Average score for spam: 17.7 nonspam: -0.8
# Average for false-pos: 7.4 false-neg: 2.0
-# TOTAL: 520940 100.00%
+# TOTAL: 520938 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30360 99.48%
-# Correctly spam: 28185 81.41%
-# False positives: 158 0.52%
-# False negatives: 6434 18.59%
-# TCR(l=50): 2.415167 SpamRecall: 81.415% SpamPrec: 99.443%
+# Correctly non-spam: 30361 99.49%
+# Correctly spam: 28150 81.31%
+# False positives: 157 0.51%
+# False negatives: 6469 18.69%
+# TCR(l=50): 2.417697 SpamRecall: 81.314% SpamPrec: 99.445%
##### 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: 243107 99.57%
-# Correctly spam: 175326 63.35%
+# Correctly spam: 175410 63.38%
# False positives: 1061 0.43%
-# False negatives: 101446 36.65%
-# TCR(l=50): 1.791451 SpamRecall: 63.347% SpamPrec: 99.398%
+# False negatives: 101360 36.62%
+# TCR(l=50): 1.792436 SpamRecall: 63.378% SpamPrec: 99.399%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30371 99.52%
-# Correctly spam: 21981 63.49%
+# Correctly spam: 21985 63.51%
# False positives: 147 0.48%
-# False negatives: 12638 36.51%
-# TCR(l=50): 1.731989 SpamRecall: 63.494% SpamPrec: 99.336%
+# False negatives: 12634 36.49%
+# TCR(l=50): 1.732336 SpamRecall: 63.506% SpamPrec: 99.336%