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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/10/04 02:35:41 UTC
svn commit: r1912722 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1912722&r1=1912721&r2=1912722&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Oct 4 02:35:41 2023
@@ -1,206 +1,202 @@
-# Using score set 0 logs for revision 1912680 from:
-# ham-ena-week0.r1912680.log ham-ena-week1.r1912680.log ham-ena-week2.r1912680.log ham-ena-week3.r1912680.log ham-ena-week4.r1912680.log ham-giovanni-ham.r1912680.log ham-giovanni-spammy.r1912680.log ham-giovanni-spam.r1912680.log ham-grenier.r1912680.log ham-hege.r1912680.log ham-jbrooks.r1912680.log ham-jhardin.r1912680.log ham-llanga.r1912680.log ham-mmiroslaw-mails-ham.r1912680.log ham-mmiroslaw-mails-spam.r1912680.log ham-spamsponge.r1912680.log ham-tsz-corpus.r1912680.log ham-whyscream.r1912680.log spam-ena-week0.r1912680.log spam-ena-week1.r1912680.log spam-ena-week2.r1912680.log spam-ena-week3.r1912680.log spam-ena-week4.r1912680.log spam-giovanni-ham.r1912680.log spam-giovanni-spammy.r1912680.log spam-giovanni-spam.r1912680.log spam-grenier.r1912680.log spam-hege.r1912680.log spam-jbrooks.r1912680.log spam-jhardin.r1912680.log spam-llanga.r1912680.log spam-mmiroslaw-mails-ham.r1912680.log spam-mmiroslaw-mails-spam.r1912680.log spam-spamsponge.r1912680.log spam-tsz-corpus.r1
912680.log spam-whyscream.r1912680.log
+# Using score set 0 logs for revision 1912712 from:
+# ham-ena-week0.r1912712.log ham-ena-week1.r1912712.log ham-ena-week2.r1912712.log ham-ena-week3.r1912712.log ham-ena-week4.r1912712.log ham-giovanni-ham.r1912712.log ham-giovanni-spammy.r1912712.log ham-giovanni-spam.r1912712.log ham-grenier.r1912712.log ham-hege.r1912712.log ham-jbrooks.r1912712.log ham-jhardin.r1912712.log ham-llanga.r1912712.log ham-mmiroslaw-mails-ham.r1912712.log ham-mmiroslaw-mails-spam.r1912712.log ham-spamsponge.r1912712.log ham-tsz-corpus.r1912712.log ham-whyscream.r1912712.log spam-ena-week0.r1912712.log spam-ena-week1.r1912712.log spam-ena-week2.r1912712.log spam-ena-week3.r1912712.log spam-ena-week4.r1912712.log spam-giovanni-ham.r1912712.log spam-giovanni-spammy.r1912712.log spam-giovanni-spam.r1912712.log spam-grenier.r1912712.log spam-hege.r1912712.log spam-jbrooks.r1912712.log spam-jhardin.r1912712.log spam-llanga.r1912712.log spam-mmiroslaw-mails-ham.r1912712.log spam-mmiroslaw-mails-spam.r1912712.log spam-spamsponge.r1912712.log spam-tsz-corpus.r1
912712.log spam-whyscream.r1912712.log
+score ACCT_PHISHING_MANY 2.999
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.700
+score AC_HTML_NONSENSE_TAGS 2.000
+score ADMITS_SPAM 2.599
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.598
-score ADVANCE_FEE_3_NEW_MONEY 2.499
+score ADVANCE_FEE_3_NEW 2.601
+score ADVANCE_FEE_3_NEW_MONEY 2.399
score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW 2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.770
-score ADVANCE_FEE_5_NEW_MONEY 2.799
-score AD_PREFS 0.215
-score AMAZON_IMG_NOT_RCVD_AMZN 2.350
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.336
+score ADVANCE_FEE_4_NEW_MONEY 2.391
+score ADVANCE_FEE_5_NEW 2.199
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.703
+score ADVANCE_FEE_5_NEW_MONEY 2.699
+score AD_PREFS 0.001 # force non-zero
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.069
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 0.549
-score BITCOIN_EXTORT_01 2.994
+score BITCOIN_DEADLINE 0.001
+score BITCOIN_EXTORT_01 3.241
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_MALWARE 0.006
-score BITCOIN_ONAN 2.419
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_07 2.063
-score BITCOIN_TOEQFM 2.490
-score BITCOIN_VISTA 0.425
-score BITCOIN_XPRIO 0.454
-score BITCOIN_YOUR_INFO 2.189
-score BODY_SINGLE_URI 0.995
+score BITCOIN_MALWARE 0.455
+score BITCOIN_ONAN 2.377
+score BITCOIN_SPAM_02 2.424
+score BITCOIN_SPAM_07 0.860
+score BITCOIN_TOEQFM 2.040
+score BITCOIN_VISTA 1.776
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.447
+score BODY_SINGLE_URI 0.350
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 1.000
-score DEAR_BENEFICIARY 2.294
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 2.599
score DEAR_NOBODY 3.599
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.500
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
-score FILL_THIS_FORM 0.500
+score ENCRYPTED_MESSAGE -0.999
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FILL_THIS_FORM 0.699
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.186
-score FORGED_RELAY_MUA_TO_MX 2.799
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.199
-score FORM_FRAUD_5 0.815
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FONT_INVIS_MSGID 2.293
+score FORGED_RELAY_MUA_TO_MX 2.800
+score FORM_FRAUD 1.000
+score FORM_FRAUD_3 2.299
+score FORM_FRAUD_5 2.271
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 2.599
-score FROM_ADDR_WS 3.000
+score FROM_ADDR_WS 2.999
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.899
-score FROM_MISSP_MSFT 3.100
+score FROM_MISSP_FREEMAIL 2.900
+score FROM_MISSP_MSFT 3.099
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_USER 1.362
+score FROM_MISSP_USER 2.556
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.462
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_LINKBAIT 1.543
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_CTYPE_WIN1251 0.438
-score FSL_NEW_HELO_USER 1.003
-score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.311
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.365
-score GB_FREEMAIL_DISPTO 0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOG_REDIR_NORDNS 2.599
+score FSL_CTYPE_WIN1251 1.546
+score FSL_NEW_HELO_USER 1.550
+score FUZZY_WALLET 1.899
+score GB_BITCOIN_CP 2.053
+score GB_CUSTOM_HTM_URI 1.398
+score GB_FAKE_RF_SHORT 1.300
+score GB_FREEMAIL_DISPTO 0.500
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GOOG_REDIR_NORDNS 2.597
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.935
+score HAS_X_OUTGOING_SPAM_STAT 0.501
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.595
+score HDR_ORDER_FTSDMCXX_NORDNS 2.153
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FM_MR_MRS 1.500
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.234
-score HOSTED_IMG_DIRECT_MX 2.899
-score HREF_EMPTY_NORDNS 0.101
+score HK_SCAM 0.502
+score HOSTED_IMG_DIRECT_MX 2.904
+score HREF_EMPTY_NORDNS 0.111
score HREF_EMPTY_PHPMAIL 2.499
-score HTML_FONT_TINY_NORDNS 1.537
+score HTML_FONT_TINY_NORDNS 1.637
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.500
-score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 0.038
-score KHOP_FAKE_EBAY 0.899
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 3.199
+score HTML_TEXT_INVISIBLE_FONT 1.893
+score HTML_TEXT_INVISIBLE_STYLE 0.963
+score KHOP_FAKE_EBAY 0.999
score KHOP_HELO_FCRDNS 0.400
-score LONG_HEX_URI 3.000
-score LONG_IMG_URI 1.438
-score LONG_INVISIBLE_TEXT 2.918
+score LONG_HEX_URI 2.999
+score LONG_IMG_URI 1.004
+score LONG_INVISIBLE_TEXT 2.986
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 0.365
-score MALWARE_PASSWORD 1.850
-score MALW_ATTACH 2.400
-score MILLION_HUNDRED 1.538
-score MILLION_USD 1.465
+score MALWARE_NORDNS 2.054
+score MALWARE_PASSWORD 0.001
+score MALW_ATTACH 2.399
+score MILLION_HUNDRED 0.888
+score MILLION_USD 1.094
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.368
-score MONEY_FORM_SHORT 2.341
-score MONEY_FRAUD_3 1.994
+score MONEY_ATM_CARD 0.259
+score MONEY_FORM_SHORT 2.499
+score MONEY_FRAUD_3 0.022
score MONEY_FRAUD_5 2.499
-score MONEY_FRAUD_8 0.708
-score MONEY_FREEMAIL_REPTO 3.000
+score MONEY_FRAUD_8 0.776
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSMAIL_PRI_ABNORMAL 1.170
+score MSMAIL_PRI_ABNORMAL 1.109
score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.065
-score NORDNS_LOW_CONTRAST 0.350
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 2.870
-score NSL_RCVD_HELO_USER 0.883
-score NUMBERONLY_BITCOIN_EXP 2.000
-score OBFU_HTML_ATTACH 2.399
-score OBFU_TEXT_ATTACH 1.399
+score NICE_REPLY_A -0.372
+score NORDNS_LOW_CONTRAST 1.636
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.237
+score NSL_RCVD_HELO_USER 0.001
+score NUMBERONLY_BITCOIN_EXP 1.999
+score OBFU_HTML_ATTACH 2.299
+score OBFU_TEXT_ATTACH 1.499
score ODD_FREEM_REPTO 3.000
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 1.476
-score PDS_FRNOM_TODOM_NAKED_TO 1.500
+score PDS_FRNOM_TODOM_DBL_URL 1.404
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 1.000
-score PDS_NAKED_TO_NUMERO 2.000
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_HP_HELO_NORDNS 0.999
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_OTHER_BAD_TLD 1.999
score PDS_RDNS_DYNAMIC_FP 0.010
score PDS_SHORTFWD_URISHRT_FP 1.499
-score PHP_ORIG_SCRIPT 1.500
-score PHP_SCRIPT 2.067
+score PDS_TINYSUBJ_URISHRT 1.500
+score PHP_ORIG_SCRIPT 1.101
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 2.000
-score RATWARE_NO_RDNS 0.484
-score RISK_FREE 0.655
-score SCC_CANSPAM_2 3.199
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.138
+score RATWARE_NO_RDNS 1.457
+score SCC_CANSPAM_2 3.099
+score SCC_ISEMM_LID_1B 1.500
+score SCC_SPAMMER_ADDR_2 1.973
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.037
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.038
score SHORTENED_URL_SRC 2.199
-score SHORTENER_SHORT_IMG 1.398
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 1.500
+score SHORT_SHORTNER 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.001
+score STATIC_XPRIO_OLE 1.040
score STY_INVIS_DIRECT 2.499
-score SUBJ_ATTENTION 0.500
-score SUSP_UTF8_WORD_COMBO 2.999
-score SUSP_UTF8_WORD_FROM 1.999
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_COMBO 3.000
+score SUSP_UTF8_WORD_FROM 2.000
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.690
-score THIS_IS_ADV_SUSP_NTLD 1.205
+score THIS_AD 1.699
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_IMG 2.101
-score TO_EQ_FM_DOM_HTML_ONLY 0.001 # force non-zero
-score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.199
+score TO_IN_SUBJ 0.100
+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_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.499
+score TO_NO_BRKTS_PCNT 2.500
score TVD_IP_HEX 2.399
-score TVD_LONG_WORD5 3.600
-score TVD_PH_SUBJ_META1 1.249
+score TVD_LONG_WORD5 2.750
score TVD_RATWARE_MSGID_01 2.999
-score TVD_SPACE_ENCODED 2.500
+score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 3.499
+score UNDISC_FREEM 3.599
score UNDISC_MONEY 2.899
score URI_AZURE_CLOUDAPP 2.999
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.399
+score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
score URI_ONLY_MSGID_MALF 0.001
score URI_OPTOUT_3LD 1.999
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.500
-score VISTA_COST 0.502
+score URI_WP_HACKED 3.499
+score VFY_ACCT_NORDNS 0.699
+score VISTA_COST 0.503
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.579
-score WORD_INVIS_MANY 2.349
-score XM_DIGITS_ONLY 2.249
-score XM_RANDOM 2.500
+score WORD_INVIS 1.583
+score WORD_INVIS_MANY 2.459
+score XM_RANDOM 2.499
score XPRIO 2.249
-score ACCT_PHISHING_MANY 1.000
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -272,7 +268,6 @@ 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 HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
@@ -296,6 +291,7 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 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
@@ -312,8 +308,6 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score PDS_EMPTYSUBJ_URISHRT 1.000
-score PDS_PRO_TLD 1.000
-score PDS_TINYSUBJ_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
@@ -348,12 +342,14 @@ score SCC_ISEMM_LID_1A 1.0
score SCC_SPAMMERMID4 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
+score SHORTENER_SHORT_IMG 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score STOCK_TIP 1.000
score SUBJ_BRKN_WORDNUMS 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_NAME_SUBJ_NO_RDNS 1.000
score TW_GIBBERISH_MANY 1.000
@@ -373,9 +369,9 @@ score URI_TRY_USME 1.0
score URI_WP_DIRINDEX 1.000
score URI_WP_HACKED_2 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 XM_DIGITS_ONLY 1.000
score XM_LIGHT_HEAVY 1.000
score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1912722&r1=1912721&r2=1912722&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Oct 4 02:35:41 2023
@@ -1,186 +1,184 @@
# Using score set 1 logs for revision 1912622 from:
# ham-net-ena-week0.r1912622.log ham-net-ena-week1.r1912622.log ham-net-ena-week2.r1912622.log ham-net-ena-week3.r1912622.log ham-net-ena-week4.r1912622.log ham-net-giovanni-ham.r1912622.log ham-net-giovanni-spammy.r1912622.log ham-net-giovanni-spam.r1912622.log ham-net-grenier.r1912622.log ham-net-hege.r1912622.log ham-net-jbrooks.r1912622.log ham-net-jhardin.r1912622.log ham-net-llanga.r1912622.log ham-net-mmiroslaw-mails-ham.r1912622.log ham-net-mmiroslaw-mails-spam.r1912622.log ham-net-spamsponge.r1912622.log ham-net-whyscream.r1912622.log spam-net-ena-week0.r1912622.log spam-net-ena-week1.r1912622.log spam-net-ena-week2.r1912622.log spam-net-ena-week3.r1912622.log spam-net-ena-week4.r1912622.log spam-net-giovanni-ham.r1912622.log spam-net-giovanni-spammy.r1912622.log spam-net-giovanni-spam.r1912622.log spam-net-grenier.r1912622.log spam-net-hege.r1912622.log spam-net-jbrooks.r1912622.log spam-net-jhardin.r1912622.log spam-net-llanga.r1912622.log spam-net-mmiroslaw-mails-ham.r19
12622.log spam-net-mmiroslaw-mails-spam.r1912622.log spam-net-spamsponge.r1912622.log spam-net-whyscream.r1912622.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.999
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.145
-score ADVANCE_FEE_3_NEW_MONEY 2.497
-score ADVANCE_FEE_4_NEW_MONEY 2.393
-score ADVANCE_FEE_5_NEW_MONEY 1.308
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.244
+score ADVANCE_FEE_3_NEW_MONEY 2.499
+score ADVANCE_FEE_4_NEW_MONEY 2.399
+score ADVANCE_FEE_5_NEW_MONEY 1.322
score AD_PREFS 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.498
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.316
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 1.761
-score BITCOIN_EXTORT_01 1.483
-score BITCOIN_MALF_HTML 2.214
-score BITCOIN_MALWARE 1.614
-score BITCOIN_ONAN 1.700
-score BITCOIN_SPAM_02 2.300
-score BITCOIN_SPAM_07 2.993
-score BITCOIN_TOEQFM 1.534
-score BITCOIN_VISTA 3.301
-score BITCOIN_XPRIO 2.392
-score BITCOIN_YOUR_INFO 2.449
-score BODY_SINGLE_URI 0.327
-score BODY_URI_ONLY 2.164
-score BOGUS_MIME_VERSION 3.496
-score CK_HELO_GENERIC 0.249
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.658
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 1.371
+score BITCOIN_EXTORT_01 4.221
+score BITCOIN_MALF_HTML 1.950
+score BITCOIN_MALWARE 2.742
+score BITCOIN_ONAN 1.645
+score BITCOIN_SPAM_02 2.409
+score BITCOIN_SPAM_07 0.690
+score BITCOIN_TOEQFM 3.261
+score BITCOIN_VISTA 3.281
+score BITCOIN_XPRIO 2.243
+score BITCOIN_YOUR_INFO 2.521
+score BODY_SINGLE_URI 0.337
+score BODY_URI_ONLY 2.163
+score BOGUS_MIME_VERSION 3.499
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.397
-score DEAR_EMAIL_USER 0.365
-score DEAR_NOBODY 2.297
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score END_FUTURE_EMAILS 2.497
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FILL_THIS_FORM 0.398
+score DEAR_BENEFICIARY 2.399
+score DEAR_EMAIL_USER 0.478
+score DEAR_NOBODY 2.299
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FILL_THIS_FORM 0.399
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.373
-score FONT_INVIS_MSGID 0.897
-score FORGED_RELAY_MUA_TO_MX 2.298
-score FORGED_SPF_HELO 0.798
-score FORM_FRAUD_5 0.059
+score FONT_INVIS_LONG_LINE 2.178
+score FONT_INVIS_MSGID 0.898
+score FORGED_RELAY_MUA_TO_MX 2.299
+score FORGED_SPF_HELO 0.799
+score FORM_FRAUD_5 1.213
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.996
+score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.687
+score FROM_GOV_DKIM_AU -0.653
score FROM_IN_TO_AND_SUBJ 2.499
-score FROM_MISSPACED 1.997
+score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.998
-score FROM_MISSP_FREEMAIL 2.796
-score FROM_MISSP_MSFT 2.896
-score FROM_MISSP_REPLYTO 2.497
-score FROM_MISSP_USER 1.022
-score FROM_MISSP_XPRIO 2.497
-score FROM_PAYPAL_SPOOF 0.772
-score FROM_SUSPICIOUS_NTLD 0.379
-score FSL_BULK_SIG 0.966
-score FSL_CTYPE_WIN1251 0.365
-score FSL_NEW_HELO_USER 1.925
-score FUZZY_WALLET 1.997
-score GB_BITCOIN_CP 0.689
-score GB_CUSTOM_HTM_URI 0.013
-score GB_FAKE_RF_SHORT 1.364
-score GB_FREEMAIL_DISPTO 0.498
-score GB_HASHBL_BTC 2.798
-score GOOG_REDIR_NORDNS 2.620
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.356
-score HDR_ORDER_FTSDMCXX_DIRECT 1.997
-score HDR_ORDER_FTSDMCXX_NORDNS 2.025
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_MISC_IP 0.248
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 2.799
+score FROM_MISSP_MSFT 2.899
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_USER 1.749
+score FROM_MISSP_XPRIO 2.499
+score FROM_PAYPAL_SPOOF 1.219
+score FROM_SUSPICIOUS_NTLD 0.378
+score FSL_BULK_SIG 1.065
+score FSL_CTYPE_WIN1251 1.218
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_WALLET 1.999
+score GB_BITCOIN_CP 1.948
+score GB_CUSTOM_HTM_URI 0.036
+score GB_FAKE_RF_SHORT 1.144
+score GB_FREEMAIL_DISPTO 0.499
+score GB_HASHBL_BTC 1.977
+score GOOG_REDIR_NORDNS 2.625
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 0.689
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.651
-score HOSTED_IMG_DIRECT_MX 3.094
-score HREF_EMPTY_NORDNS 0.126
-score HREF_EMPTY_PHPMAIL 2.497
-score HTML_ENTITY_ASCII 2.996
-score HTML_FONT_TINY_NORDNS 1.997
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.796
-score HTML_TEXT_INVISIBLE_FONT 1.554
-score HTML_TEXT_INVISIBLE_STYLE 1.372
+score HK_SCAM 1.264
+score HOSTED_IMG_DIRECT_MX 3.320
+score HREF_EMPTY_NORDNS 0.132
+score HREF_EMPTY_PHPMAIL 2.499
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 1.999
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.800
+score HTML_TEXT_INVISIBLE_FONT 1.552
+score HTML_TEXT_INVISIBLE_STYLE 1.385
score KHOP_FAKE_EBAY 0.001
score KHOP_HELO_FCRDNS 0.001
-score LONG_HEX_URI 2.996
-score LONG_IMG_URI 0.851
-score LONG_INVISIBLE_TEXT 2.457
+score LONG_HEX_URI 3.000
+score LONG_IMG_URI 0.840
+score LONG_INVISIBLE_TEXT 2.680
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 2.662
-score MALWARE_PASSWORD 1.901
-score MILLION_HUNDRED 0.070
-score MILLION_USD 1.614
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.696
-score MIXED_HREF_CASE 1.998
-score MONEY_FORM_SHORT 2.497
-score MONEY_FRAUD_3 1.516
-score MONEY_FRAUD_5 2.496
+score MALWARE_NORDNS 2.425
+score MALWARE_PASSWORD 2.173
+score MILLION_HUNDRED 0.001
+score MILLION_USD 1.999
+score MIMEOLE_DIRECT_TO_MX 1.389
+score MIXED_ES 2.599
+score MIXED_HREF_CASE 1.999
+score MONEY_FORM_SHORT 2.499
+score MONEY_FRAUD_3 1.636
+score MONEY_FRAUD_5 2.399
score MONEY_FRAUD_8 2.599
-score MONEY_FREEMAIL_REPTO 2.286
-score MONEY_FROM_MISSP 1.381
+score MONEY_FREEMAIL_REPTO 2.279
+score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.090
-score NORDNS_LOW_CONTRAST 2.497
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 1.155
-score NUMBERONLY_BITCOIN_EXP 1.997
-score OBFU_HTML_ATTACH 2.497
-score OBFU_TEXT_ATTACH 0.858
-score PDS_BTC_ID 0.003
-score PDS_BTC_MSGID 0.656
+score NICE_REPLY_A -1.528
+score NORDNS_LOW_CONTRAST 2.499
+score NO_FM_NAME_IP_HOSTN 0.035
+score NSL_RCVD_FROM_USER 0.853
+score NUMBERONLY_BITCOIN_EXP 1.999
+score OBFU_HTML_ATTACH 2.499
+score OBFU_TEXT_ATTACH 0.158
+score PDS_BTC_ID 0.376
+score PDS_BTC_MSGID 0.071
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HELO_SPF_FAIL 0.275
-score PDS_HP_HELO_NORDNS 0.998
-score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.998
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_HELO_SPF_FAIL 0.740
+score PDS_HP_HELO_NORDNS 0.999
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_OTHER_BAD_TLD 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TINYSUBJ_URISHRT 1.412
-score PHP_ORIG_SCRIPT 2.165
-score PHP_SCRIPT 1.926
+score PDS_TINYSUBJ_URISHRT 1.177
+score PHP_ORIG_SCRIPT 2.171
+score PHP_SCRIPT 2.198
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.998
-score RATWARE_NO_RDNS 1.899
-score RCVD_IN_MSPIKE_H2 -0.618
-score SCC_ISEMM_LID_1B 1.498
-score SENDGRID_REDIR 1.498
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORT_SHORTNER 1.998
-score SPOOFED_FREEMAIL 0.364
-score SPOOFED_FREEMAIL_NO_RDNS 1.498
-score STATIC_XPRIO_OLE 1.269
-score STY_INVIS_DIRECT 2.497
-score SUSP_UTF8_WORD_COMBO 2.996
-score TEQF_USR_POLITE 1.997
-score THIS_AD 1.725
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 1.029
-score TO_EQ_FM_DOM_HTML_ONLY 2.398
+score RAND_MKTG_HEADER 2.000
+score RATWARE_NO_RDNS 1.469
+score RCVD_IN_MSPIKE_H2 -0.487
+score SCC_ISEMM_LID_1B 1.499
+score SENDGRID_REDIR 1.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.741
+score STATIC_XPRIO_OLE 1.263
+score STY_INVIS_DIRECT 2.500
+score SUSP_UTF8_WORD_COMBO 2.999
+score TEQF_USR_POLITE 1.999
+score THIS_AD 1.699
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 2.499
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_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_MSFT 2.497
-score TO_NO_BRKTS_NORDNS_HTML 1.998
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_LONG_WORD5 3.545
-score TVD_PH_SUBJ_META1 1.249
-score TVD_RATWARE_MSGID_01 1.093
-score TVD_SPACE_ENCODED 0.001 # force non-zero
-score TVD_SPACE_RATIO_MINFP 1.654
-score UNDISC_FREEM 2.796
-score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ASC 2.497
-score URI_GOOGLE_PROXY 2.297
-score URI_OPTOUT_3LD 1.997
-score URI_PHISH 3.747
-score URI_PHP_REDIR 3.497
-score URI_TRY_3LD 1.998
-score URI_WP_HACKED 3.497
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.605
-score VISTA_COST 0.500
-score VISTA_TONOM_EQ_TOLOC 2.497
-score WORD_INVIS 2.996
-score WORD_INVIS_MANY 2.996
-score XM_DIGITS_ONLY 1.042
-score XM_RANDOM 2.497
+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_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_LONG_WORD5 3.410
+score TVD_RATWARE_MSGID_01 0.963
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 1.557
+score UNDISC_FREEM 2.799
+score UNDISC_MONEY 2.799
+score UNICODE_OBFU_ASC 2.499
+score URI_GOOGLE_PROXY 2.299
+score URI_OPTOUT_3LD 1.999
+score URI_PHISH 3.795
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.999
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.595
+score VISTA_COST 0.509
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WORD_INVIS 2.999
+score WORD_INVIS_MANY 2.999
+score XM_DIGITS_ONLY 2.051
+score XM_RANDOM 2.499
score AC_BR_BONANZA 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_POST_EXTRAS 1.000
@@ -273,7 +271,6 @@ 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 HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
@@ -297,6 +294,7 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 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
@@ -316,7 +314,6 @@ score NEW_PRODUCTS 1.0
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
-score PDS_PRO_TLD 1.000
score PDS_SHORTFWD_URISHRT_FP 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1912722&r1=1912721&r2=1912722&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Oct 4 02:35:41 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 280542 72.230% (99.577% of non-spam corpus)
-# Correctly spam: 61917 15.941% (58.046% of spam corpus)
-# False positives: 1192 0.307% (0.423% of nonspam, 13418 weighted)
-# False negatives: 44751 11.522% (41.954% of spam, 96248 weighted)
-# Average score for spam: 8.0 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.2
-# TOTAL: 388402 100.00%
+# Correctly non-spam: 281960 74.956% (99.560% of non-spam corpus)
+# Correctly spam: 52950 14.076% (56.959% of spam corpus)
+# False positives: 1246 0.331% (0.440% of nonspam, 12239 weighted)
+# False negatives: 40011 10.636% (43.041% of spam, 80890 weighted)
+# Average score for spam: 7.7 nonspam: 0.7
+# Average for false-pos: 6.0 false-neg: 2.0
+# TOTAL: 376167 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35110 99.62%
-# Correctly spam: 7791 57.81%
-# False positives: 135 0.38%
-# False negatives: 5685 42.19%
-# TCR(l=50): 1.083715 SpamRecall: 57.814% SpamPrec: 98.297%
+# Correctly non-spam: 35244 99.50%
+# Correctly spam: 6700 57.06%
+# False positives: 177 0.50%
+# False negatives: 5041 42.94%
+# TCR(l=50): 0.845224 SpamRecall: 57.065% SpamPrec: 97.426%
##### 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: 275548 97.80%
-# Correctly spam: 31374 29.41%
-# False positives: 6186 2.20%
-# False negatives: 75294 70.59%
-# TCR(l=50): 0.277352 SpamRecall: 29.413% SpamPrec: 83.530%
+# Correctly non-spam: 277073 97.83%
+# Correctly spam: 27636 29.73%
+# False positives: 6133 2.17%
+# False negatives: 65325 70.27%
+# TCR(l=50): 0.249912 SpamRecall: 29.729% SpamPrec: 81.838%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 34505 97.90%
-# Correctly spam: 3980 29.53%
-# False positives: 740 2.10%
-# False negatives: 9496 70.47%
-# TCR(l=50): 0.289831 SpamRecall: 29.534% SpamPrec: 84.322%
+# Correctly non-spam: 34619 97.74%
+# Correctly spam: 3553 30.26%
+# False positives: 802 2.26%
+# False negatives: 8188 69.74%
+# TCR(l=50): 0.243145 SpamRecall: 30.261% SpamPrec: 81.584%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1912722&r1=1912721&r2=1912722&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Oct 4 02:35:41 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 253650 83.356% (99.510% of non-spam corpus)
-# Correctly spam: 22626 7.436% (45.804% of spam corpus)
-# False positives: 1249 0.410% (0.490% of nonspam, 13521 weighted)
-# False negatives: 26771 8.798% (54.196% of spam, 58102 weighted)
-# Average score for spam: 11.2 nonspam: -0.5
+# Correctly non-spam: 253626 83.350% (99.503% of non-spam corpus)
+# Correctly spam: 22689 7.456% (45.934% of spam corpus)
+# False positives: 1268 0.417% (0.497% of nonspam, 13706 weighted)
+# False negatives: 26706 8.777% (54.066% of spam, 57436 weighted)
+# Average score for spam: 11.3 nonspam: -0.5
# Average for false-pos: 5.6 false-neg: 2.2
-# TOTAL: 304296 100.00%
+# TOTAL: 304289 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 31690 99.52%
-# Correctly spam: 2804 45.04%
-# False positives: 152 0.48%
-# False negatives: 3421 54.96%
-# TCR(l=50): 0.564831 SpamRecall: 45.044% SpamPrec: 94.858%
+# Correctly non-spam: 31699 99.55%
+# Correctly spam: 2822 45.33%
+# False positives: 143 0.45%
+# False negatives: 3403 54.67%
+# TCR(l=50): 0.589880 SpamRecall: 45.333% SpamPrec: 95.177%
##### 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: 253934 99.62%
-# Correctly spam: 12729 25.77%
-# False positives: 965 0.38%
-# False negatives: 36668 74.23%
-# TCR(l=50): 0.581702 SpamRecall: 25.769% SpamPrec: 92.953%
+# Correctly non-spam: 253927 99.62%
+# Correctly spam: 12713 25.74%
+# False positives: 967 0.38%
+# False negatives: 36682 74.26%
+# TCR(l=50): 0.580899 SpamRecall: 25.737% SpamPrec: 92.931%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 31733 99.66%
-# Correctly spam: 1602 25.73%
+# Correctly spam: 1609 25.85%
# False positives: 109 0.34%
-# False negatives: 4623 74.27%
-# TCR(l=50): 0.617989 SpamRecall: 25.735% SpamPrec: 93.629%
+# False negatives: 4616 74.15%
+# TCR(l=50): 0.618418 SpamRecall: 25.847% SpamPrec: 93.655%