Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1915079&r1=1915078&r2=1915079&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Jan 5 02:41:33 2024
@@ -1,5 +1,5 @@
-# Using score set 0 logs for revision 1915061 from:
-# ham-ena-week0.r1915061.log ham-ena-week1.r1915061.log ham-ena-week2.r1915061.log ham-ena-week3.r1915061.log ham-ena-week4.r1915061.log ham-giovanni-ham.r1915061.log ham-giovanni-spammy.r1915061.log ham-giovanni-spam.r1915061.log ham-grenier.r1915061.log ham-hege.r1915061.log ham-jhardin.r1915061.log ham-llanga.r1915061.log ham-mmiroslaw-mails-ham.r1915061.log ham-mmiroslaw-mails-spam.r1915061.log ham-spamsponge.r1915061.log ham-tsz-corpus.r1915061.log ham-whyscream.r1915061.log spam-ena-week0.r1915061.log spam-ena-week1.r1915061.log spam-ena-week2.r1915061.log spam-ena-week3.r1915061.log spam-ena-week4.r1915061.log spam-giovanni-ham.r1915061.log spam-giovanni-spammy.r1915061.log spam-giovanni-spam.r1915061.log spam-grenier.r1915061.log spam-hege.r1915061.log spam-jhardin.r1915061.log spam-llanga.r1915061.log spam-mmiroslaw-mails-ham.r1915061.log spam-mmiroslaw-mails-spam.r1915061.log spam-spamsponge.r1915061.log spam-tsz-corpus.r1915061.log spam-whyscream.r1915061.log
+# Using score set 0 logs for revision 1915076 from:
+# ham-ena-week0.r1915076.log ham-ena-week1.r1915076.log ham-ena-week2.r1915076.log ham-ena-week3.r1915076.log ham-ena-week4.r1915076.log ham-giovanni-ham.r1915076.log ham-giovanni-spammy.r1915076.log ham-giovanni-spam.r1915076.log ham-grenier.r1915076.log ham-hege.r1915076.log ham-jhardin.r1915076.log ham-llanga.r1915076.log ham-mmiroslaw-mails-ham.r1915076.log ham-mmiroslaw-mails-spam.r1915076.log ham-spamsponge.r1915076.log ham-tsz-corpus.r1915076.log ham-whyscream.r1915076.log spam-ena-week0.r1915076.log spam-ena-week1.r1915076.log spam-ena-week2.r1915076.log spam-ena-week3.r1915076.log spam-ena-week4.r1915076.log spam-giovanni-ham.r1915076.log spam-giovanni-spammy.r1915076.log spam-giovanni-spam.r1915076.log spam-grenier.r1915076.log spam-hege.r1915076.log spam-jhardin.r1915076.log spam-llanga.r1915076.log spam-mmiroslaw-mails-ham.r1915076.log spam-mmiroslaw-mails-spam.r1915076.log spam-spamsponge.r1915076.log spam-tsz-corpus.r1915076.log spam-whyscream.r1915076.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
@@ -7,211 +7,214 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.699
+score ADMITS_SPAM 2.800
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.996
-score ADVANCE_FEE_3_NEW_MONEY 0.793
-score ADVANCE_FEE_4_NEW 2.251
-score ADVANCE_FEE_4_NEW_MONEY 0.741
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.898
-score ADVANCE_FEE_5_NEW_MONEY 0.128
+score ADVANCE_FEE_3_NEW 3.000
+score ADVANCE_FEE_3_NEW_MONEY 1.192
+score ADVANCE_FEE_4_NEW 1.396
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.205
+score ADVANCE_FEE_5_NEW_MONEY 0.243
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 2.899
+score AXB_X_FF_SEZ_S 2.901
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_EXTORT_01 4.250
+score BITCOIN_EXTORT_01 4.500
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_SPAM_02 2.153
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 3.045
+score BITCOIN_SPAM_02 2.138
+score BITCOIN_SPAM_07 0.001 # force non-zero
+score BITCOIN_SPAM_08 0.058
+score BITCOIN_TOEQFM 3.050
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.741
-score BITCOIN_YOUR_INFO 2.895
-score BODY_SINGLE_URI 0.905
-score BODY_SINGLE_WORD 0.001 # force non-zero
-score BODY_URI_ONLY 1.814
+score BITCOIN_XPRIO 1.905
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 1.953
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 1.799
score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 2.387
+score DEAR_BENEFICIARY 0.884
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.428
+score DYNAMIC_IMGUR 2.340
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
+score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.392
-score FONT_INVIS_DIRECT 0.407
-score FONT_INVIS_LONG_LINE 1.787
+score FILL_THIS_FORM 0.386
+score FONT_INVIS_DIRECT 0.402
+score FONT_INVIS_LONG_LINE 1.789
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.845
-score FONT_INVIS_POSTEXTRAS 3.370
-score FORM_FRAUD 0.999
+score FONT_INVIS_NORDNS 1.839
+score FONT_INVIS_POSTEXTRAS 2.593
+score FORM_FRAUD 1.000
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 1.467
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.699
-score FROM_IN_TO_AND_SUBJ 0.766
+score FORM_FRAUD_5 1.153
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 2.599
+score FROM_ADDR_WS 2.003
+score FROM_IN_TO_AND_SUBJ 0.528
score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.559
-score FROM_MISSP_FREEMAIL 1.819
-score FROM_MISSP_MSFT 1.636
+score FROM_MISSP_EH_MATCH 0.650
+score FROM_MISSP_FREEMAIL 1.817
+score FROM_MISSP_MSFT 1.139
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.960
+score FROM_MISSP_TO_UNDISC 2.353
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.500
+score FROM_MISSP_XPRIO 2.499
score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.400
+score FROM_UNBAL1 2.399
score FROM_WSP_TRAIL 2.499
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.345
-score FUZZY_BITCOIN 3.799
-score FUZZY_IMPORTANT 2.490
+score FUZZY_AMAZON 2.070
+score FUZZY_BITCOIN 2.564
+score FUZZY_IMPORTANT 2.515
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 1.827
+score GB_BITCOIN_CP 1.804
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_REDIR_NORDNS 2.048
-score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.790
-score HDRS_LCASE_IMGONLY 0.100
+score GOOG_REDIR_NORDNS 2.045
+score GOOG_STO_IMG_HTML 2.499
+score GOOG_STO_NOIMG_HTML 2.657
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.313
+score HDR_ORDER_FTSDMCXX_DIRECT 1.781
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.153
+score HK_RANDOM_REPLYTO 0.792
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.900
-score HOSTED_IMG_FREEM 2.782
+score HOSTED_IMG_DIRECT_MX 2.905
+score HOSTED_IMG_FREEM 2.285
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 1.231
+score HREF_EMPTY_NORDNS 1.218
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.654
+score HTML_FONT_TINY_NORDNS 0.661
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.188
-score HTML_TEXT_INVISIBLE_STYLE 1.133
-score JH_SPAMMY_HEADERS 3.500
+score HTML_TEXT_INVISIBLE_FONT 1.348
+score HTML_TEXT_INVISIBLE_STYLE 1.247
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.899
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.500
+score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
score LONG_INVISIBLE_TEXT 1.788
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.697
+score MALFORMED_FREEMAIL 2.899
score MANY_SUBDOM 2.799
-score MAY_BE_FORGED 1.799
-score MILLION_HUNDRED 0.001 # force non-zero
-score MILLION_USD 0.548
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.798
+score MIMEOLE_DIRECT_TO_MX 0.479
score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.499
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.940
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 2.141
-score MONEY_FORM 2.008
+score MONEY_ATM_CARD 1.159
+score MONEY_FORM 1.324
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.128
-score MONEY_FRAUD_5 2.899
-score MONEY_FRAUD_8 1.835
+score MONEY_FRAUD_3 2.077
+score MONEY_FRAUD_5 2.799
+score MONEY_FRAUD_8 2.020
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001 # force non-zero
+score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.991
-score NOT_SPAM 2.399
-score NO_FM_NAME_IP_HOSTN 1.466
+score NICE_REPLY_A -2.360
+score NOT_SPAM 2.100
+score NO_FM_NAME_IP_HOSTN 0.153
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.767
-score OBFU_BITCOIN 0.909
-score OBFU_TEXT_ATTACH 1.318
+score NUMBERONLY_BITCOIN_EXP 1.118
+score OBFU_BITCOIN 2.852
+score OBFU_TEXT_ATTACH 1.599
score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.292
-score PDS_FROM_2_EMAILS 0.352
-score PDS_FROM_NAME_TO_DOMAIN 0.210
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.002
+score PDS_FROM_2_EMAILS 0.353
+score PDS_FROM_NAME_TO_DOMAIN 0.599
score PDS_HP_HELO_NORDNS 1.000
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 0.749
score PHP_ORIG_SCRIPT 0.001
-score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_ORIG_SCRIPT_EVAL 1.750
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.889
-score RCVD_DOTEDU_SUSP_URI 2.670
-score RISK_FREE 2.328
+score RATWARE_NO_RDNS 2.076
+score RCVD_DOTEDU_SUSP 1.128
+score RCVD_DOTEDU_SUSP_URI 0.666
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.700
+score SCC_BODY_URI_ONLY 1.701
score SCC_CANSPAM_1 2.399
score SCC_CANSPAM_2 3.799
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.489
+score SCC_SPAMMER_ADDR_2 2.045
score SENDGRID_REDIR 1.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 3.099
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 1.100
+score SHORT_SHORTNER 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.958
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.999
-score SUBJ_ATTENTION 0.500
+score STATIC_XPRIO_OLE 1.426
score SUSP_UTF8_WORD_FROM 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.400
-score TO_EQ_FM_DIRECT_MX 0.001
+score THIS_AD 1.399
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 2.399
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.782
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 0.457
+score TO_NAME_SUBJ_NO_RDNS 2.542
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 0.429
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.751
+score TO_NO_BRKTS_MSFT 1.757
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.500
+score TO_NO_BRKTS_PCNT 2.499
score TVD_RCVD_SPACE_BRACKET 2.899
score TVD_SPACE_ENCODED 2.498
-score TVD_SPACE_RATIO_MINFP 2.499
+score TVD_SPACE_RATIO_MINFP 2.500
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.999
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.500
+score URI_GOOGLE_PROXY 2.499
score URI_GOOG_STO_SPAMMY 2.999
score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.791
+score URI_WP_HACKED_2 2.500
+score VFY_ACCT_NORDNS 2.541
score VISTA_TONOM_EQ_TOLOC 2.500
-score WIKI_IMG 3.300
-score WORD_INVIS 1.582
+score WIKI_IMG 3.299
+score WORD_INVIS 1.580
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.555
+score XFER_LOTSA_MONEY 0.690
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 2.208
+score XPRIO 2.043
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -241,7 +244,6 @@ score BITCOIN_SPAM_01 1.0
score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
-score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
@@ -267,7 +269,6 @@ score FONT_INVIS_HTML_NOHTML 1.0
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_ADDR_WS 1.000
score FROM_NTLD_LINKBAIT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -285,8 +286,10 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
+score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
@@ -340,7 +343,6 @@ score REPTO_419_FRAUD_AOL 1.0
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
score REPTO_419_FRAUD_GM 1.000
-score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -359,6 +361,7 @@ score SHORT_IMG_SUSP_NTLD 1.0
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
score STOCK_TIP 1.000
+score SUBJ_ATTENTION 0.500
score SUBJ_BRKN_WORDNUMS 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915079&r1=1915078&r2=1915079&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jan 5 02:41:33 2024
@@ -1,196 +1,196 @@
# Using score set 1 logs for revision 1914985 from:
# ham-net-ena-week0.r1914985.log ham-net-ena-week1.r1914985.log ham-net-ena-week2.r1914985.log ham-net-ena-week3.r1914985.log ham-net-ena-week4.r1914985.log ham-net-giovanni-ham.r1914985.log ham-net-giovanni-spammy.r1914985.log ham-net-giovanni-spam.r1914985.log ham-net-grenier.r1914985.log ham-net-hege.r1914985.log ham-net-jhardin.r1914985.log ham-net-llanga.r1914985.log ham-net-mmiroslaw-mails-ham.r1914985.log ham-net-mmiroslaw-mails-spam.r1914985.log ham-net-spamsponge.r1914985.log ham-net-whyscream.r1914985.log spam-net-ena-week0.r1914985.log spam-net-ena-week1.r1914985.log spam-net-ena-week2.r1914985.log spam-net-ena-week3.r1914985.log spam-net-ena-week4.r1914985.log spam-net-giovanni-ham.r1914985.log spam-net-giovanni-spammy.r1914985.log spam-net-giovanni-spam.r1914985.log spam-net-grenier.r1914985.log spam-net-hege.r1914985.log spam-net-jhardin.r1914985.log spam-net-llanga.r1914985.log spam-net-mmiroslaw-mails-ham.r1914985.log spam-net-mmiroslaw-mails-spam.r1914985.log spam-n
et-spamsponge.r1914985.log spam-net-whyscream.r1914985.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 2.064
-score ADMITS_SPAM 1.699
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 0.981
-score ADVANCE_FEE_4_NEW_MONEY 2.399
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 1.586
+score ADMITS_SPAM 1.697
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_MONEY 0.980
+score ADVANCE_FEE_4_NEW_MONEY 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.445
-score AD_PREFS 0.362
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score AXB_X_FF_SEZ_S 3.000
-score BITCOIN_EXTORT_01 1.802
+score ADVANCE_FEE_5_NEW_MONEY 1.645
+score AD_PREFS 0.192
+score AMAZON_IMG_NOT_RCVD_AMZN 2.498
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_X_FF_SEZ_S 2.996
+score BITCOIN_EXTORT_01 2.321
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 2.301
-score BITCOIN_SPAM_07 1.439
-score BITCOIN_SPAM_08 0.278
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_05 2.468
+score BITCOIN_SPAM_07 1.288
+score BITCOIN_SPAM_08 0.188
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001 # force non-zero
-score BITCOIN_XPRIO 0.818
-score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.059
+score BITCOIN_VISTA 0.001
+score BITCOIN_XPRIO 0.804
+score BITCOIN_YOUR_INFO 2.996
+score BODY_SINGLE_URI 0.037
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score CK_HELO_GENERIC 0.250
+score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 2.899
-score DKIMWL_WL_HIGH -2.691
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DEAR_BENEFICIARY 2.896
+score DKIMWL_WL_HIGH -2.679
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 2.907
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.073
+score DYNAMIC_IMGUR 1.391
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.075
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 3.000
-score FONT_INVIS_MSGID 1.036
-score FONT_INVIS_NORDNS 1.251
-score FONT_INVIS_POSTEXTRAS 1.749
-score FORGED_SPF_HELO 3.100
-score FORM_FRAUD 1.000
-score FORM_FRAUD_5 1.006
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 3.000
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.511
-score FROM_IN_TO_AND_SUBJ 0.001
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.437
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 1.024
+score FONT_INVIS_NORDNS 1.650
+score FONT_INVIS_POSTEXTRAS 2.224
+score FORGED_SPF_HELO 3.096
+score FORM_FRAUD 0.998
+score FORM_FRAUD_5 1.975
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_ADDR_WS 2.996
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.529
+score FROM_IN_TO_AND_SUBJ 1.012
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 0.433
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.496
-score FROM_MISSP_MSFT 1.355
-score FROM_MISSP_REPLYTO 1.297
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.564
+score FROM_MISSP_FREEMAIL 1.488
+score FROM_MISSP_MSFT 1.626
+score FROM_MISSP_REPLYTO 1.390
+score FROM_MISSP_SPF_FAIL 1.997
+score FROM_MISSP_TO_UNDISC 3.086
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.938
-score FROM_PAYPAL_SPOOF 0.363
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_MISSP_XPRIO 0.953
+score FROM_PAYPAL_SPOOF 0.610
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.966
-score FUZZY_BITCOIN 1.634
-score FUZZY_IMPORTANT 2.248
-score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.507
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.120
+score FUZZY_AMAZON 1.864
+score FUZZY_BITCOIN 0.844
+score FUZZY_IMPORTANT 0.483
+score FUZZY_WALLET 1.897
+score GB_BITCOIN_CP 1.270
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.142
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.493
-score GOOG_REDIR_NORDNS 0.029
-score GOOG_STO_IMG_HTML 3.000
-score GOOG_STO_NOIMG_HTML 2.793
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score GB_HASHBL_BTC 1.349
+score GOOG_REDIR_NORDNS 0.123
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.999
+score HDRS_LCASE_IMGONLY 0.098
+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 HELO_MISC_IP 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.248
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.946
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 3.011
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 1.000
+score HK_NAME_FM_MR_MRS 1.498
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.938
+score HK_SCAM 1.997
+score HOSTED_IMG_DIRECT_MX 3.496
+score HOSTED_IMG_FREEM 3.031
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_BADATTR 0.998
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.546
-score HTML_TEXT_INVISIBLE_STYLE 1.791
-score JH_SPAMMY_HEADERS 3.499
+score HTML_SINGLET_MANY 2.497
+score HTML_TEXT_INVISIBLE_FONT 1.535
+score HTML_TEXT_INVISIBLE_STYLE 1.775
+score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.001
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.999
-score LONG_INVISIBLE_TEXT 2.699
+score LONG_HEX_URI 2.996
+score LONG_IMG_URI 2.996
+score LONG_INVISIBLE_TEXT 2.678
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.299
+score LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.716
+score MILLION_USD 0.728
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 2.354
-score MIXED_ES 2.099
-score MIXED_HREF_CASE 1.999
+score MIXED_CENTER_CASE 1.417
+score MIXED_ES 2.097
+score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 1.665
+score MONEY_ATM_CARD 1.709
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.559
-score MONEY_FRAUD_5 2.599
-score MONEY_FRAUD_8 1.244
-score MONEY_FREEMAIL_REPTO 1.757
-score MONEY_FROM_MISSP 0.001 # force non-zero
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.715
-score NO_FM_NAME_IP_HOSTN 0.878
+score MONEY_FORM_SHORT 2.497
+score MONEY_FRAUD_3 1.450
+score MONEY_FRAUD_5 2.596
+score MONEY_FRAUD_8 1.904
+score MONEY_FREEMAIL_REPTO 1.752
+score MONEY_FROM_MISSP 0.001
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.854
+score NO_FM_NAME_IP_HOSTN 1.245
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.056
-score OBFU_BITCOIN 1.090
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.182
-score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score NSL_RCVD_HELO_USER 0.067
+score OBFU_BITCOIN 1.929
+score OBFU_TEXT_ATTACH 1.597
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BTC_ID 0.045
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.373
-score PDS_FROM_NAME_TO_DOMAIN 1.021
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.827
+score PDS_FROM_NAME_TO_DOMAIN 1.469
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_SCRIPT 2.196
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_TINYSUBJ_URISHRT 1.498
+score PHP_SCRIPT 1.297
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.695
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.320
-score SCC_CANSPAM_2 3.100
-score SCC_ISEMM_LID_1B 0.846
-score SCC_SPAMMER_ADDR_2 0.309
-score SENDGRID_REDIR 0.350
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.399
-score SHORT_SHORTNER 1.999
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 1.835
+score RCVD_IN_MSPIKE_H2 -0.001
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.321
+score SCC_CANSPAM_2 3.096
+score SCC_ISEMM_LID_1B 0.875
+score SCC_SPAMMER_ADDR_2 0.001
+score SENDGRID_REDIR 0.325
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 2.397
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.126
-score STATIC_XPRIO_OLE 1.265
-score SUBJ_ATTENTION 0.004
-score THIS_AD 0.599
-score TO_EQ_FM_DIRECT_MX 1.396
-score TO_EQ_FM_DOM_SPF_FAIL 0.516
-score TO_EQ_FM_HTML_ONLY 0.260
-score TO_EQ_FM_SPF_FAIL 0.385
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.894
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.175
-score TO_NO_BRKTS_NORDNS_HTML 1.366
-score TO_NO_BRKTS_PCNT 2.355
-score TVD_SPACE_RATIO_MINFP 0.159
-score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 0.472
-score URI_DOTEDU 1.522
-score URI_GOOGLE_PROXY 1.699
-score URI_PHISH 3.999
-score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.500
-score URI_WP_HACKED_2 2.499
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 1.899
-score WORD_INVIS 2.053
-score WORD_INVIS_MANY 3.000
+score SPOOFED_FREEM_REPTO 1.123
+score STATIC_XPRIO_OLE 1.285
+score SUBJ_ATTENTION 0.086
+score THIS_AD 0.598
+score TO_EQ_FM_DIRECT_MX 0.654
+score TO_EQ_FM_DOM_SPF_FAIL 0.619
+score TO_EQ_FM_HTML_ONLY 0.631
+score TO_EQ_FM_SPF_FAIL 0.183
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 1.265
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.897
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.147
+score TO_NO_BRKTS_NORDNS_HTML 1.336
+score TO_NO_BRKTS_PCNT 2.378
+score TVD_SPACE_RATIO_MINFP 0.163
+score UNDISC_FREEM 2.596
+score UNDISC_MONEY 2.796
+score UNICODE_OBFU_ZW_MANY 0.475
+score URI_DOTEDU 0.001
+score URI_GOOGLE_PROXY 1.697
+score URI_PHISH 3.995
+score URI_TRY_3LD 1.997
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VISTA_TONOM_EQ_TOLOC 2.497
+score WIKI_IMG 1.897
+score WORD_INVIS 2.044
+score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.499
+score XM_RANDOM 2.497
score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -281,6 +281,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915079&r1=1915078&r2=1915079&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jan 5 02:41:33 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 444417 61.851% (99.206% of non-spam corpus)
-# Correctly spam: 189672 26.397% (70.104% of spam corpus)
-# False positives: 3555 0.495% (0.794% of nonspam, 69060 weighted)
-# False negatives: 80885 11.257% (29.896% of spam, 146069 weighted)
-# Average score for spam: 7.0 nonspam: 0.6
-# Average for false-pos: 6.4 false-neg: 1.8
-# TOTAL: 718529 100.00%
+# Correctly non-spam: 444002 62.012% (99.259% of non-spam corpus)
+# Correctly spam: 187985 26.255% (69.966% of spam corpus)
+# False positives: 3313 0.463% (0.741% of nonspam, 62714 weighted)
+# False negatives: 80696 11.270% (30.034% of spam, 144134 weighted)
+# Average score for spam: 6.9 nonspam: 0.6
+# Average for false-pos: 6.3 false-neg: 1.8
+# TOTAL: 715996 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55429 99.24%
-# Correctly spam: 22081 65.28%
-# False positives: 424 0.76%
-# False negatives: 11745 34.72%
-# TCR(l=50): 1.026742 SpamRecall: 65.278% SpamPrec: 98.116%
+# Correctly non-spam: 55392 99.31%
+# Correctly spam: 22070 65.71%
+# False positives: 385 0.69%
+# False negatives: 11517 34.29%
+# TCR(l=50): 1.091657 SpamRecall: 65.710% SpamPrec: 98.285%
##### 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: 436209 97.37%
-# Correctly spam: 127759 47.22%
-# False positives: 11763 2.63%
-# False negatives: 142798 52.78%
-# TCR(l=50): 0.370145 SpamRecall: 47.221% SpamPrec: 91.569%
+# Correctly non-spam: 435489 97.36%
+# Correctly spam: 127405 47.42%
+# False positives: 11826 2.64%
+# False negatives: 141276 52.58%
+# TCR(l=50): 0.366762 SpamRecall: 47.419% SpamPrec: 91.506%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54357 97.32%
-# Correctly spam: 15765 46.61%
-# False positives: 1496 2.68%
-# False negatives: 18061 53.39%
-# TCR(l=50): 0.364265 SpamRecall: 46.606% SpamPrec: 91.333%
+# Correctly non-spam: 54338 97.42%
+# Correctly spam: 15885 47.30%
+# False positives: 1439 2.58%
+# False negatives: 17702 52.70%
+# TCR(l=50): 0.374637 SpamRecall: 47.295% SpamPrec: 91.694%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915079&r1=1915078&r2=1915079&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jan 5 02:41:33 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 434861 80.794% (99.326% of non-spam corpus)
-# Correctly spam: 61533 11.432% (61.276% of spam corpus)
-# False positives: 2952 0.548% (0.674% of nonspam, 43357 weighted)
-# False negatives: 38887 7.225% (38.724% of spam, 64271 weighted)
-# Average score for spam: 7.0 nonspam: -1.5
-# Average for false-pos: 6.4 false-neg: 1.7
-# TOTAL: 538233 100.00%
+# Correctly non-spam: 434897 80.801% (99.334% of non-spam corpus)
+# Correctly spam: 61612 11.447% (61.356% of spam corpus)
+# False positives: 2916 0.542% (0.666% of nonspam, 42941 weighted)
+# False negatives: 38806 7.210% (38.644% of spam, 63763 weighted)
+# Average score for spam: 7.0 nonspam: -1.6
+# Average for false-pos: 6.4 false-neg: 1.6
+# TOTAL: 538231 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54261 99.39%
-# Correctly spam: 7726 60.90%
-# False positives: 332 0.61%
-# False negatives: 4961 39.10%
-# TCR(l=50): 0.588424 SpamRecall: 60.897% SpamPrec: 95.880%
+# Correctly non-spam: 54262 99.39%
+# Correctly spam: 7731 60.94%
+# False positives: 331 0.61%
+# False negatives: 4956 39.06%
+# TCR(l=50): 0.589928 SpamRecall: 60.936% SpamPrec: 95.894%
##### 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: 436003 99.59%
-# Correctly spam: 20755 20.67%
+# Correctly spam: 20756 20.67%
# False positives: 1810 0.41%
-# False negatives: 79665 79.33%
-# TCR(l=50): 0.590133 SpamRecall: 20.668% SpamPrec: 91.979%
+# False negatives: 79662 79.33%
+# TCR(l=50): 0.590132 SpamRecall: 20.670% SpamPrec: 91.979%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54399 99.64%
-# Correctly spam: 2584 20.37%
+# Correctly spam: 2577 20.31%
# False positives: 194 0.36%
-# False negatives: 10103 79.63%
-# TCR(l=50): 0.640661 SpamRecall: 20.367% SpamPrec: 93.017%
+# False negatives: 10110 79.69%
+# TCR(l=50): 0.640434 SpamRecall: 20.312% SpamPrec: 92.999%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1915079&r1=1915078&r2=1915079&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Jan 5 02:41:33 2024
@@ -1,5 +1,5 @@
-# Using score set 0 logs for revision 1915061 from:
-# ham-ena-week0.r1915061.log ham-ena-week1.r1915061.log ham-ena-week2.r1915061.log ham-ena-week3.r1915061.log ham-ena-week4.r1915061.log ham-giovanni-ham.r1915061.log ham-giovanni-spammy.r1915061.log ham-giovanni-spam.r1915061.log ham-grenier.r1915061.log ham-hege.r1915061.log ham-jhardin.r1915061.log ham-llanga.r1915061.log ham-mmiroslaw-mails-ham.r1915061.log ham-mmiroslaw-mails-spam.r1915061.log ham-spamsponge.r1915061.log ham-tsz-corpus.r1915061.log ham-whyscream.r1915061.log spam-ena-week0.r1915061.log spam-ena-week1.r1915061.log spam-ena-week2.r1915061.log spam-ena-week3.r1915061.log spam-ena-week4.r1915061.log spam-giovanni-ham.r1915061.log spam-giovanni-spammy.r1915061.log spam-giovanni-spam.r1915061.log spam-grenier.r1915061.log spam-hege.r1915061.log spam-jhardin.r1915061.log spam-llanga.r1915061.log spam-mmiroslaw-mails-ham.r1915061.log spam-mmiroslaw-mails-spam.r1915061.log spam-spamsponge.r1915061.log spam-tsz-corpus.r1915061.log spam-whyscream.r1915061.log
+# Using score set 0 logs for revision 1915076 from:
+# ham-ena-week0.r1915076.log ham-ena-week1.r1915076.log ham-ena-week2.r1915076.log ham-ena-week3.r1915076.log ham-ena-week4.r1915076.log ham-giovanni-ham.r1915076.log ham-giovanni-spammy.r1915076.log ham-giovanni-spam.r1915076.log ham-grenier.r1915076.log ham-hege.r1915076.log ham-jhardin.r1915076.log ham-llanga.r1915076.log ham-mmiroslaw-mails-ham.r1915076.log ham-mmiroslaw-mails-spam.r1915076.log ham-spamsponge.r1915076.log ham-tsz-corpus.r1915076.log ham-whyscream.r1915076.log spam-ena-week0.r1915076.log spam-ena-week1.r1915076.log spam-ena-week2.r1915076.log spam-ena-week3.r1915076.log spam-ena-week4.r1915076.log spam-giovanni-ham.r1915076.log spam-giovanni-spammy.r1915076.log spam-giovanni-spam.r1915076.log spam-grenier.r1915076.log spam-hege.r1915076.log spam-jhardin.r1915076.log spam-llanga.r1915076.log spam-mmiroslaw-mails-ham.r1915076.log spam-mmiroslaw-mails-spam.r1915076.log spam-spamsponge.r1915076.log spam-tsz-corpus.r1915076.log spam-whyscream.r1915076.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
@@ -7,211 +7,214 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.699
+score ADMITS_SPAM 2.800
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.996
-score ADVANCE_FEE_3_NEW_MONEY 0.793
-score ADVANCE_FEE_4_NEW 2.251
-score ADVANCE_FEE_4_NEW_MONEY 0.741
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.898
-score ADVANCE_FEE_5_NEW_MONEY 0.128
+score ADVANCE_FEE_3_NEW 3.000
+score ADVANCE_FEE_3_NEW_MONEY 1.192
+score ADVANCE_FEE_4_NEW 1.396
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.205
+score ADVANCE_FEE_5_NEW_MONEY 0.243
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 2.899
+score AXB_X_FF_SEZ_S 2.901
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_EXTORT_01 4.250
+score BITCOIN_EXTORT_01 4.500
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_SPAM_02 2.153
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 3.045
+score BITCOIN_SPAM_02 2.138
+score BITCOIN_SPAM_07 0.001 # force non-zero
+score BITCOIN_SPAM_08 0.058
+score BITCOIN_TOEQFM 3.050
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.741
-score BITCOIN_YOUR_INFO 2.895
-score BODY_SINGLE_URI 0.905
-score BODY_SINGLE_WORD 0.001 # force non-zero
-score BODY_URI_ONLY 1.814
+score BITCOIN_XPRIO 1.905
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 1.953
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 1.799
score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 2.387
+score DEAR_BENEFICIARY 0.884
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.428
+score DYNAMIC_IMGUR 2.340
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
+score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.392
-score FONT_INVIS_DIRECT 0.407
-score FONT_INVIS_LONG_LINE 1.787
+score FILL_THIS_FORM 0.386
+score FONT_INVIS_DIRECT 0.402
+score FONT_INVIS_LONG_LINE 1.789
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.845
-score FONT_INVIS_POSTEXTRAS 3.370
-score FORM_FRAUD 0.999
+score FONT_INVIS_NORDNS 1.839
+score FONT_INVIS_POSTEXTRAS 2.593
+score FORM_FRAUD 1.000
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 1.467
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.699
-score FROM_IN_TO_AND_SUBJ 0.766
+score FORM_FRAUD_5 1.153
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 2.599
+score FROM_ADDR_WS 2.003
+score FROM_IN_TO_AND_SUBJ 0.528
score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.559
-score FROM_MISSP_FREEMAIL 1.819
-score FROM_MISSP_MSFT 1.636
+score FROM_MISSP_EH_MATCH 0.650
+score FROM_MISSP_FREEMAIL 1.817
+score FROM_MISSP_MSFT 1.139
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.960
+score FROM_MISSP_TO_UNDISC 2.353
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.500
+score FROM_MISSP_XPRIO 2.499
score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.400
+score FROM_UNBAL1 2.399
score FROM_WSP_TRAIL 2.499
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.345
-score FUZZY_BITCOIN 3.799
-score FUZZY_IMPORTANT 2.490
+score FUZZY_AMAZON 2.070
+score FUZZY_BITCOIN 2.564
+score FUZZY_IMPORTANT 2.515
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 1.827
+score GB_BITCOIN_CP 1.804
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_REDIR_NORDNS 2.048
-score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.790
-score HDRS_LCASE_IMGONLY 0.100
+score GOOG_REDIR_NORDNS 2.045
+score GOOG_STO_IMG_HTML 2.499
+score GOOG_STO_NOIMG_HTML 2.657
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.313
+score HDR_ORDER_FTSDMCXX_DIRECT 1.781
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.153
+score HK_RANDOM_REPLYTO 0.792
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.900
-score HOSTED_IMG_FREEM 2.782
+score HOSTED_IMG_DIRECT_MX 2.905
+score HOSTED_IMG_FREEM 2.285
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 1.231
+score HREF_EMPTY_NORDNS 1.218
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.654
+score HTML_FONT_TINY_NORDNS 0.661
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.188
-score HTML_TEXT_INVISIBLE_STYLE 1.133
-score JH_SPAMMY_HEADERS 3.500
+score HTML_TEXT_INVISIBLE_FONT 1.348
+score HTML_TEXT_INVISIBLE_STYLE 1.247
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.899
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.500
+score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
score LONG_INVISIBLE_TEXT 1.788
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.697
+score MALFORMED_FREEMAIL 2.899
score MANY_SUBDOM 2.799
-score MAY_BE_FORGED 1.799
-score MILLION_HUNDRED 0.001 # force non-zero
-score MILLION_USD 0.548
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.798
+score MIMEOLE_DIRECT_TO_MX 0.479
score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.499
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.940
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 2.141
-score MONEY_FORM 2.008
+score MONEY_ATM_CARD 1.159
+score MONEY_FORM 1.324
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.128
-score MONEY_FRAUD_5 2.899
-score MONEY_FRAUD_8 1.835
+score MONEY_FRAUD_3 2.077
+score MONEY_FRAUD_5 2.799
+score MONEY_FRAUD_8 2.020
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001 # force non-zero
+score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.991
-score NOT_SPAM 2.399
-score NO_FM_NAME_IP_HOSTN 1.466
+score NICE_REPLY_A -2.360
+score NOT_SPAM 2.100
+score NO_FM_NAME_IP_HOSTN 0.153
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.767
-score OBFU_BITCOIN 0.909
-score OBFU_TEXT_ATTACH 1.318
+score NUMBERONLY_BITCOIN_EXP 1.118
+score OBFU_BITCOIN 2.852
+score OBFU_TEXT_ATTACH 1.599
score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.292
-score PDS_FROM_2_EMAILS 0.352
-score PDS_FROM_NAME_TO_DOMAIN 0.210
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.002
+score PDS_FROM_2_EMAILS 0.353
+score PDS_FROM_NAME_TO_DOMAIN 0.599
score PDS_HP_HELO_NORDNS 1.000
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 0.749
score PHP_ORIG_SCRIPT 0.001
-score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_ORIG_SCRIPT_EVAL 1.750
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.889
-score RCVD_DOTEDU_SUSP_URI 2.670
-score RISK_FREE 2.328
+score RATWARE_NO_RDNS 2.076
+score RCVD_DOTEDU_SUSP 1.128
+score RCVD_DOTEDU_SUSP_URI 0.666
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.700
+score SCC_BODY_URI_ONLY 1.701
score SCC_CANSPAM_1 2.399
score SCC_CANSPAM_2 3.799
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.489
+score SCC_SPAMMER_ADDR_2 2.045
score SENDGRID_REDIR 1.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 3.099
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 1.100
+score SHORT_SHORTNER 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.958
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.999
-score SUBJ_ATTENTION 0.500
+score STATIC_XPRIO_OLE 1.426
score SUSP_UTF8_WORD_FROM 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.400
-score TO_EQ_FM_DIRECT_MX 0.001
+score THIS_AD 1.399
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 2.399
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.782
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 0.457
+score TO_NAME_SUBJ_NO_RDNS 2.542
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 0.429
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.751
+score TO_NO_BRKTS_MSFT 1.757
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.500
+score TO_NO_BRKTS_PCNT 2.499
score TVD_RCVD_SPACE_BRACKET 2.899
score TVD_SPACE_ENCODED 2.498
-score TVD_SPACE_RATIO_MINFP 2.499
+score TVD_SPACE_RATIO_MINFP 2.500
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.999
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.500
+score URI_GOOGLE_PROXY 2.499
score URI_GOOG_STO_SPAMMY 2.999
score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.791
+score URI_WP_HACKED_2 2.500
+score VFY_ACCT_NORDNS 2.541
score VISTA_TONOM_EQ_TOLOC 2.500
-score WIKI_IMG 3.300
-score WORD_INVIS 1.582
+score WIKI_IMG 3.299
+score WORD_INVIS 1.580
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.555
+score XFER_LOTSA_MONEY 0.690
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 2.208
+score XPRIO 2.043
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -241,7 +244,6 @@ score BITCOIN_SPAM_01 1.0
score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
-score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
@@ -267,7 +269,6 @@ score FONT_INVIS_HTML_NOHTML 1.0
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_ADDR_WS 1.000
score FROM_NTLD_LINKBAIT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -285,8 +286,10 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
+score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
@@ -340,7 +343,6 @@ score REPTO_419_FRAUD_AOL 1.0
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
score REPTO_419_FRAUD_GM 1.000
-score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -359,6 +361,7 @@ score SHORT_IMG_SUSP_NTLD 1.0
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
score STOCK_TIP 1.000
+score SUBJ_ATTENTION 0.500
score SUBJ_BRKN_WORDNUMS 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915079&r1=1915078&r2=1915079&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jan 5 02:41:33 2024
@@ -1,196 +1,196 @@
# Using score set 1 logs for revision 1914985 from:
# ham-net-ena-week0.r1914985.log ham-net-ena-week1.r1914985.log ham-net-ena-week2.r1914985.log ham-net-ena-week3.r1914985.log ham-net-ena-week4.r1914985.log ham-net-giovanni-ham.r1914985.log ham-net-giovanni-spammy.r1914985.log ham-net-giovanni-spam.r1914985.log ham-net-grenier.r1914985.log ham-net-hege.r1914985.log ham-net-jhardin.r1914985.log ham-net-llanga.r1914985.log ham-net-mmiroslaw-mails-ham.r1914985.log ham-net-mmiroslaw-mails-spam.r1914985.log ham-net-spamsponge.r1914985.log ham-net-whyscream.r1914985.log spam-net-ena-week0.r1914985.log spam-net-ena-week1.r1914985.log spam-net-ena-week2.r1914985.log spam-net-ena-week3.r1914985.log spam-net-ena-week4.r1914985.log spam-net-giovanni-ham.r1914985.log spam-net-giovanni-spammy.r1914985.log spam-net-giovanni-spam.r1914985.log spam-net-grenier.r1914985.log spam-net-hege.r1914985.log spam-net-jhardin.r1914985.log spam-net-llanga.r1914985.log spam-net-mmiroslaw-mails-ham.r1914985.log spam-net-mmiroslaw-mails-spam.r1914985.log spam-n
et-spamsponge.r1914985.log spam-net-whyscream.r1914985.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 2.064
-score ADMITS_SPAM 1.699
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 0.981
-score ADVANCE_FEE_4_NEW_MONEY 2.399
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 1.586
+score ADMITS_SPAM 1.697
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_MONEY 0.980
+score ADVANCE_FEE_4_NEW_MONEY 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.445
-score AD_PREFS 0.362
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score AXB_X_FF_SEZ_S 3.000
-score BITCOIN_EXTORT_01 1.802
+score ADVANCE_FEE_5_NEW_MONEY 1.645
+score AD_PREFS 0.192
+score AMAZON_IMG_NOT_RCVD_AMZN 2.498
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_X_FF_SEZ_S 2.996
+score BITCOIN_EXTORT_01 2.321
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 2.301
-score BITCOIN_SPAM_07 1.439
-score BITCOIN_SPAM_08 0.278
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_05 2.468
+score BITCOIN_SPAM_07 1.288
+score BITCOIN_SPAM_08 0.188
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001 # force non-zero
-score BITCOIN_XPRIO 0.818
-score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.059
+score BITCOIN_VISTA 0.001
+score BITCOIN_XPRIO 0.804
+score BITCOIN_YOUR_INFO 2.996
+score BODY_SINGLE_URI 0.037
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score CK_HELO_GENERIC 0.250
+score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 2.899
-score DKIMWL_WL_HIGH -2.691
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DEAR_BENEFICIARY 2.896
+score DKIMWL_WL_HIGH -2.679
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 2.907
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.073
+score DYNAMIC_IMGUR 1.391
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.075
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 3.000
-score FONT_INVIS_MSGID 1.036
-score FONT_INVIS_NORDNS 1.251
-score FONT_INVIS_POSTEXTRAS 1.749
-score FORGED_SPF_HELO 3.100
-score FORM_FRAUD 1.000
-score FORM_FRAUD_5 1.006
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 3.000
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.511
-score FROM_IN_TO_AND_SUBJ 0.001
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.437
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 1.024
+score FONT_INVIS_NORDNS 1.650
+score FONT_INVIS_POSTEXTRAS 2.224
+score FORGED_SPF_HELO 3.096
+score FORM_FRAUD 0.998
+score FORM_FRAUD_5 1.975
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_ADDR_WS 2.996
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.529
+score FROM_IN_TO_AND_SUBJ 1.012
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 0.433
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.496
-score FROM_MISSP_MSFT 1.355
-score FROM_MISSP_REPLYTO 1.297
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.564
+score FROM_MISSP_FREEMAIL 1.488
+score FROM_MISSP_MSFT 1.626
+score FROM_MISSP_REPLYTO 1.390
+score FROM_MISSP_SPF_FAIL 1.997
+score FROM_MISSP_TO_UNDISC 3.086
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.938
-score FROM_PAYPAL_SPOOF 0.363
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_MISSP_XPRIO 0.953
+score FROM_PAYPAL_SPOOF 0.610
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.966
-score FUZZY_BITCOIN 1.634
-score FUZZY_IMPORTANT 2.248
-score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.507
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.120
+score FUZZY_AMAZON 1.864
+score FUZZY_BITCOIN 0.844
+score FUZZY_IMPORTANT 0.483
+score FUZZY_WALLET 1.897
+score GB_BITCOIN_CP 1.270
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.142
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.493
-score GOOG_REDIR_NORDNS 0.029
-score GOOG_STO_IMG_HTML 3.000
-score GOOG_STO_NOIMG_HTML 2.793
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score GB_HASHBL_BTC 1.349
+score GOOG_REDIR_NORDNS 0.123
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.999
+score HDRS_LCASE_IMGONLY 0.098
+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 HELO_MISC_IP 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.248
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.946
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 3.011
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 1.000
+score HK_NAME_FM_MR_MRS 1.498
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.938
+score HK_SCAM 1.997
+score HOSTED_IMG_DIRECT_MX 3.496
+score HOSTED_IMG_FREEM 3.031
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_BADATTR 0.998
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.546
-score HTML_TEXT_INVISIBLE_STYLE 1.791
-score JH_SPAMMY_HEADERS 3.499
+score HTML_SINGLET_MANY 2.497
+score HTML_TEXT_INVISIBLE_FONT 1.535
+score HTML_TEXT_INVISIBLE_STYLE 1.775
+score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.001
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.999
-score LONG_INVISIBLE_TEXT 2.699
+score LONG_HEX_URI 2.996
+score LONG_IMG_URI 2.996
+score LONG_INVISIBLE_TEXT 2.678
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.299
+score LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.716
+score MILLION_USD 0.728
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 2.354
-score MIXED_ES 2.099
-score MIXED_HREF_CASE 1.999
+score MIXED_CENTER_CASE 1.417
+score MIXED_ES 2.097
+score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 1.665
+score MONEY_ATM_CARD 1.709
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.559
-score MONEY_FRAUD_5 2.599
-score MONEY_FRAUD_8 1.244
-score MONEY_FREEMAIL_REPTO 1.757
-score MONEY_FROM_MISSP 0.001 # force non-zero
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.715
-score NO_FM_NAME_IP_HOSTN 0.878
+score MONEY_FORM_SHORT 2.497
+score MONEY_FRAUD_3 1.450
+score MONEY_FRAUD_5 2.596
+score MONEY_FRAUD_8 1.904
+score MONEY_FREEMAIL_REPTO 1.752
+score MONEY_FROM_MISSP 0.001
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.854
+score NO_FM_NAME_IP_HOSTN 1.245
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.056
-score OBFU_BITCOIN 1.090
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.182
-score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score NSL_RCVD_HELO_USER 0.067
+score OBFU_BITCOIN 1.929
+score OBFU_TEXT_ATTACH 1.597
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BTC_ID 0.045
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.373
-score PDS_FROM_NAME_TO_DOMAIN 1.021
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.827
+score PDS_FROM_NAME_TO_DOMAIN 1.469
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_SCRIPT 2.196
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_TINYSUBJ_URISHRT 1.498
+score PHP_SCRIPT 1.297
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.695
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.320
-score SCC_CANSPAM_2 3.100
-score SCC_ISEMM_LID_1B 0.846
-score SCC_SPAMMER_ADDR_2 0.309
-score SENDGRID_REDIR 0.350
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.399
-score SHORT_SHORTNER 1.999
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 1.835
+score RCVD_IN_MSPIKE_H2 -0.001
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.321
+score SCC_CANSPAM_2 3.096
+score SCC_ISEMM_LID_1B 0.875
+score SCC_SPAMMER_ADDR_2 0.001
+score SENDGRID_REDIR 0.325
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 2.397
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.126
-score STATIC_XPRIO_OLE 1.265
-score SUBJ_ATTENTION 0.004
-score THIS_AD 0.599
-score TO_EQ_FM_DIRECT_MX 1.396
-score TO_EQ_FM_DOM_SPF_FAIL 0.516
-score TO_EQ_FM_HTML_ONLY 0.260
-score TO_EQ_FM_SPF_FAIL 0.385
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.894
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.175
-score TO_NO_BRKTS_NORDNS_HTML 1.366
-score TO_NO_BRKTS_PCNT 2.355
-score TVD_SPACE_RATIO_MINFP 0.159
-score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 0.472
-score URI_DOTEDU 1.522
-score URI_GOOGLE_PROXY 1.699
-score URI_PHISH 3.999
-score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.500
-score URI_WP_HACKED_2 2.499
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 1.899
-score WORD_INVIS 2.053
-score WORD_INVIS_MANY 3.000
+score SPOOFED_FREEM_REPTO 1.123
+score STATIC_XPRIO_OLE 1.285
+score SUBJ_ATTENTION 0.086
+score THIS_AD 0.598
+score TO_EQ_FM_DIRECT_MX 0.654
+score TO_EQ_FM_DOM_SPF_FAIL 0.619
+score TO_EQ_FM_HTML_ONLY 0.631
+score TO_EQ_FM_SPF_FAIL 0.183
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 1.265
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.897
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.147
+score TO_NO_BRKTS_NORDNS_HTML 1.336
+score TO_NO_BRKTS_PCNT 2.378
+score TVD_SPACE_RATIO_MINFP 0.163
+score UNDISC_FREEM 2.596
+score UNDISC_MONEY 2.796
+score UNICODE_OBFU_ZW_MANY 0.475
+score URI_DOTEDU 0.001
+score URI_GOOGLE_PROXY 1.697
+score URI_PHISH 3.995
+score URI_TRY_3LD 1.997
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VISTA_TONOM_EQ_TOLOC 2.497
+score WIKI_IMG 1.897
+score WORD_INVIS 2.044
+score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.499
+score XM_RANDOM 2.497
score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -281,6 +281,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915079&r1=1915078&r2=1915079&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jan 5 02:41:33 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 444417 61.851% (99.206% of non-spam corpus)
-# Correctly spam: 189672 26.397% (70.104% of spam corpus)
-# False positives: 3555 0.495% (0.794% of nonspam, 69060 weighted)
-# False negatives: 80885 11.257% (29.896% of spam, 146069 weighted)
-# Average score for spam: 7.0 nonspam: 0.6
-# Average for false-pos: 6.4 false-neg: 1.8
-# TOTAL: 718529 100.00%
+# Correctly non-spam: 444002 62.012% (99.259% of non-spam corpus)
+# Correctly spam: 187985 26.255% (69.966% of spam corpus)
+# False positives: 3313 0.463% (0.741% of nonspam, 62714 weighted)
+# False negatives: 80696 11.270% (30.034% of spam, 144134 weighted)
+# Average score for spam: 6.9 nonspam: 0.6
+# Average for false-pos: 6.3 false-neg: 1.8
+# TOTAL: 715996 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55429 99.24%
-# Correctly spam: 22081 65.28%
-# False positives: 424 0.76%
-# False negatives: 11745 34.72%
-# TCR(l=50): 1.026742 SpamRecall: 65.278% SpamPrec: 98.116%
+# Correctly non-spam: 55392 99.31%
+# Correctly spam: 22070 65.71%
+# False positives: 385 0.69%
+# False negatives: 11517 34.29%
+# TCR(l=50): 1.091657 SpamRecall: 65.710% SpamPrec: 98.285%
##### 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: 436209 97.37%
-# Correctly spam: 127759 47.22%
-# False positives: 11763 2.63%
-# False negatives: 142798 52.78%
-# TCR(l=50): 0.370145 SpamRecall: 47.221% SpamPrec: 91.569%
+# Correctly non-spam: 435489 97.36%
+# Correctly spam: 127405 47.42%
+# False positives: 11826 2.64%
+# False negatives: 141276 52.58%
+# TCR(l=50): 0.366762 SpamRecall: 47.419% SpamPrec: 91.506%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54357 97.32%
-# Correctly spam: 15765 46.61%
-# False positives: 1496 2.68%
-# False negatives: 18061 53.39%
-# TCR(l=50): 0.364265 SpamRecall: 46.606% SpamPrec: 91.333%
+# Correctly non-spam: 54338 97.42%
+# Correctly spam: 15885 47.30%
+# False positives: 1439 2.58%
+# False negatives: 17702 52.70%
+# TCR(l=50): 0.374637 SpamRecall: 47.295% SpamPrec: 91.694%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915079&r1=1915078&r2=1915079&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jan 5 02:41:33 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 434861 80.794% (99.326% of non-spam corpus)
-# Correctly spam: 61533 11.432% (61.276% of spam corpus)
-# False positives: 2952 0.548% (0.674% of nonspam, 43357 weighted)
-# False negatives: 38887 7.225% (38.724% of spam, 64271 weighted)
-# Average score for spam: 7.0 nonspam: -1.5
-# Average for false-pos: 6.4 false-neg: 1.7
-# TOTAL: 538233 100.00%
+# Correctly non-spam: 434897 80.801% (99.334% of non-spam corpus)
+# Correctly spam: 61612 11.447% (61.356% of spam corpus)
+# False positives: 2916 0.542% (0.666% of nonspam, 42941 weighted)
+# False negatives: 38806 7.210% (38.644% of spam, 63763 weighted)
+# Average score for spam: 7.0 nonspam: -1.6
+# Average for false-pos: 6.4 false-neg: 1.6
+# TOTAL: 538231 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54261 99.39%
-# Correctly spam: 7726 60.90%
-# False positives: 332 0.61%
-# False negatives: 4961 39.10%
-# TCR(l=50): 0.588424 SpamRecall: 60.897% SpamPrec: 95.880%
+# Correctly non-spam: 54262 99.39%
+# Correctly spam: 7731 60.94%
+# False positives: 331 0.61%
+# False negatives: 4956 39.06%
+# TCR(l=50): 0.589928 SpamRecall: 60.936% SpamPrec: 95.894%
##### 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: 436003 99.59%
-# Correctly spam: 20755 20.67%
+# Correctly spam: 20756 20.67%
# False positives: 1810 0.41%
-# False negatives: 79665 79.33%
-# TCR(l=50): 0.590133 SpamRecall: 20.668% SpamPrec: 91.979%
+# False negatives: 79662 79.33%
+# TCR(l=50): 0.590132 SpamRecall: 20.670% SpamPrec: 91.979%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54399 99.64%
-# Correctly spam: 2584 20.37%
+# Correctly spam: 2577 20.31%
# False positives: 194 0.36%
-# False negatives: 10103 79.63%
-# TCR(l=50): 0.640661 SpamRecall: 20.367% SpamPrec: 93.017%
+# False negatives: 10110 79.69%
+# TCR(l=50): 0.640434 SpamRecall: 20.312% SpamPrec: 92.999%