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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2024/07/08 02:45:50 UTC
svn commit: r1919004 [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=1919004&r1=1919003&r2=1919004&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Jul 8 02:45:49 2024
@@ -1,114 +1,115 @@
# Using score set 0 logs for revision 1918928 from:
-# ham-ena-week0.r1918928.log ham-ena-week1.r1918928.log ham-ena-week2.r1918928.log ham-ena-week3.r1918928.log ham-ena-week4.r1918928.log ham-giovanni-ham.r1918928.log ham-giovanni-spammy.r1918928.log ham-giovanni-spam.r1918928.log ham-grenier.r1918928.log ham-jhardin.r1918928.log ham-llanga.r1918928.log ham-mmiroslaw-mails-ham.r1918928.log ham-mmiroslaw-mails-spam.r1918928.log ham-spamsponge.r1918928.log ham-tsz-corpus.r1918928.log ham-whyscream.r1918928.log spam-ena-week0.r1918928.log spam-ena-week1.r1918928.log spam-ena-week2.r1918928.log spam-ena-week3.r1918928.log spam-ena-week4.r1918928.log spam-giovanni-ham.r1918928.log spam-giovanni-spammy.r1918928.log spam-giovanni-spam.r1918928.log spam-grenier.r1918928.log spam-jhardin.r1918928.log spam-llanga.r1918928.log spam-mmiroslaw-mails-ham.r1918928.log spam-mmiroslaw-mails-spam.r1918928.log spam-spamsponge.r1918928.log spam-tsz-corpus.r1918928.log spam-whyscream.r1918928.log
+# ham-ena-week0.r1918928.log ham-ena-week1.r1918928.log ham-ena-week2.r1918928.log ham-ena-week4.r1918928.log ham-giovanni-ham.r1918928.log ham-giovanni-spammy.r1918928.log ham-giovanni-spam.r1918928.log ham-grenier.r1918928.log ham-jhardin.r1918928.log ham-llanga.r1918928.log ham-mmiroslaw-mails-ham.r1918928.log ham-mmiroslaw-mails-spam.r1918928.log ham-spamsponge.r1918928.log ham-tsz-corpus.r1918928.log ham-whyscream.r1918928.log spam-ena-week0.r1918928.log spam-ena-week1.r1918928.log spam-ena-week2.r1918928.log spam-ena-week4.r1918928.log spam-giovanni-ham.r1918928.log spam-giovanni-spammy.r1918928.log spam-giovanni-spam.r1918928.log spam-grenier.r1918928.log spam-jhardin.r1918928.log spam-llanga.r1918928.log spam-mmiroslaw-mails-ham.r1918928.log spam-mmiroslaw-mails-spam.r1918928.log spam-spamsponge.r1918928.log spam-tsz-corpus.r1918928.log spam-whyscream.r1918928.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 1.119
-score ADMITS_SPAM 1.999
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.981
+score AC_POST_EXTRAS 1.316
+score ADMITS_SPAM 2.699
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.395
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.145
-score ADVANCE_FEE_3_NEW_FORM 2.149
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.439
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FORM 0.996
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.351
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 3.499
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.000
-score ADVANCE_FEE_4_NEW_MONEY 3.099
-score ADVANCE_FEE_5_NEW 1.373
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.365
+score ADVANCE_FEE_4_NEW_MONEY 3.100
+score ADVANCE_FEE_5_NEW 2.400
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AMAZON_IMG_NOT_RCVD_AMZN 2.500
score APP_DEVELOPMENT_NORDNS 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 2.999
-score BILLION_OVERLAP -0.725
-score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 2.104
-score BITCOIN_MALF_HTML 2.688
-score BITCOIN_MALWARE 0.300
-score BITCOIN_SPAM_02 2.142
-score BITCOIN_SPAM_03 2.097
+score BILLION_OVERLAP -0.452
+score BITCOIN_DEADLINE 2.638
+score BITCOIN_EXTORT_01 2.102
+score BITCOIN_MALF_HTML 1.895
+score BITCOIN_MALWARE 0.001
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_03 1.994
score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.752
+score BITCOIN_TOEQFM 2.589
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 1.597
-score BODY_URI_ONLY 1.493
-score BOGUS_MIME_VERSION 3.499
+score BITCOIN_YOUR_INFO 1.645
+score BODY_URI_ONLY 1.203
+score BOGUS_MIME_VERSION 3.500
score BOGUS_MSM_HDRS 0.001
-score CANT_SEE_AD 2.306
+score CANT_SEE_AD 2.413
score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML_WEAK 1.500
+score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.257
-score DOS_BODY_HIGH_NO_MID 3.249
+score DEAR_BENEFICIARY 0.001
+score DOS_BODY_HIGH_NO_MID 2.999
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.994
+score DYNAMIC_IMGUR 2.428
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.640
-score FBI_SPOOF 1.709
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FBI_MONEY 1.657
+score FBI_SPOOF 1.999
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 2.231
+score FONT_INVIS_DIRECT 1.594
score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.499
-score FONT_INVIS_POSTEXTRAS 2.182
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 0.505
+score FONT_INVIS_POSTEXTRAS 1.983
score FORM_FRAUD 1.000
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 3.158
+score FORM_FRAUD_5 1.504
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 1.163
-score FROM_IN_TO_AND_SUBJ 1.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 0.804
+score FROM_IN_TO_AND_SUBJ 1.899
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.254
+score FROM_MISSP_EH_MATCH 0.102
+score FROM_MISSP_FREEMAIL 2.253
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.488
+score FROM_MISSP_REPLYTO 2.236
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 1.675
-score FROM_NTLD_REPLY_FREEMAIL 0.001 # force non-zero
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NTLD_LINKBAIT 0.774
+score FROM_NTLD_REPLY_FREEMAIL 0.001
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.499
-score FROM_UNBAL2 2.500
+score FROM_UNBAL1 2.600
+score FROM_UNBAL2 2.299
score FROM_WSP_TRAIL 2.799
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.899
-score FUZZY_BITCOIN 2.782
-score FUZZY_CLICK_HERE 3.399
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FUZZY_AMAZON 2.198
+score FUZZY_BITCOIN 2.065
+score FUZZY_CLICK_HERE 3.299
score FUZZY_IMPORTANT 2.399
-score FUZZY_TRUSTWALLET 1.170
-score FUZZY_WALLET 1.026
-score GB_BITCOIN_NH 1.711
-score GB_CUSTOM_HTM_URI 1.436
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001
+score FUZZY_TRUSTWALLET 1.894
+score FUZZY_WALLET 1.027
+score GB_BITCOIN_NH 0.944
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.938
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOG_STO_IMG_HTML 2.499
+score GOOG_STO_IMG_HTML 2.498
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.001
-score HDRS_MISSP 1.606
+score HAS_X_NO_RELAY 2.499
+score HDRS_LCASE_IMGONLY 0.001 # force non-zero
+score HDRS_MISSP 2.149
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.666
+score HDR_ORDER_FTSDMCXX_NORDNS 0.663
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_LOTTO 0.001
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.974
-score HK_RANDOM_ENVFROM 0.108
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.201
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HK_WIN 0.001
score HOSTED_IMG_DIRECT_MX 0.001
@@ -116,63 +117,63 @@ score HOSTED_IMG_FREEM 0.0
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 2.145
-score HTML_FONT_TINY_NORDNS 2.000
-score HTML_SINGLET_MANY 1.990
+score HTML_ENTITY_ASCII 2.132
+score HTML_FONT_TINY_NORDNS 1.999
+score HTML_SINGLET_MANY 1.860
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 0.504
+score HTML_TEXT_INVISIBLE_STYLE 0.349
score IMG_ONLY_FM_DOM_INFO 2.499
-score JH_SPAMMY_HEADERS 3.500
-score KHOP_FAKE_EBAY 0.188
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.746
score KHOP_HELO_FCRDNS 0.399
-score LONG_HEX_URI 2.599
-score LONG_IMG_URI 1.320
-score LONG_INVISIBLE_TEXT 1.590
+score LONG_HEX_URI 2.542
+score LONG_IMG_URI 1.317
+score LONG_INVISIBLE_TEXT 0.765
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001
-score LOTTO_DEPT 2.000
+score LOTTO_AGENT 1.499
+score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 3.313
-score MALWARE_NORDNS 0.204
-score MALWARE_PASSWORD 2.745
+score MALWARE_NORDNS 0.459
+score MALWARE_PASSWORD 2.882
score MANY_SUBDOM 2.899
-score MAY_BE_FORGED 0.100
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.499
-score MIMEOLE_DIRECT_TO_MX 1.999
+score MAY_BE_FORGED 0.178
+score MILLION_HUNDRED 0.704
+score MILLION_USD 0.001
+score MIMEOLE_DIRECT_TO_MX 0.497
score MIME_NO_TEXT 1.999
score MIXED_CENTER_CASE 2.499
-score MIXED_CTYPE_CASE 2.699
-score MIXED_ES 2.699
+score MIXED_CTYPE_CASE 2.399
+score MIXED_ES 2.700
score MIXED_HREF_CASE 1.939
-score MONEY_ATM_CARD 0.940
+score MONEY_ATM_CARD 0.517
score MONEY_BARRISTER 0.999
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_5 2.857
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.952
+score MONEY_FREEMAIL_REPTO 1.984
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSM_PRIO_REPTO 2.164
-score NA_DOLLARS 0.294
-score NICE_REPLY_A -1.489
+score MSM_PRIO_REPTO 2.499
+score NA_DOLLARS 0.256
+score NICE_REPLY_A -2.280
score NOT_SPAM 2.499
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.463
+score NSL_RCVD_HELO_USER 0.321
score OBFU_BITCOIN 2.999
score OBFU_JVSCR_ESC 0.001
score ODD_FREEM_REPTO 2.999
-score PDS_BAD_THREAD_QP_64 0.001
+score PDS_BAD_THREAD_QP_64 0.001 # force non-zero
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.456
-score PDS_DBL_URL_TNB_RUNON 1.102
+score PDS_BTC_NTLD 1.379
+score PDS_DBL_URL_TNB_RUNON 1.301
score PDS_OTHER_BAD_TLD 1.999
-score PHOTO_EDITING_DIRECT 1.965
-score PHP_ORIG_SCRIPT 1.658
+score PHOTO_EDITING_DIRECT 1.628
+score PHP_ORIG_SCRIPT 1.705
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_HEADER_MANY 2.999
@@ -180,63 +181,63 @@ score RATWARE_NO_RDNS 0.0
score REPTO_419_FRAUD 2.999
score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_OL 2.999
-score RISK_FREE 3.099
+score REPTO_419_FRAUD_HM 1.408
+score REPTO_419_FRAUD_OL 3.000
+score RISK_FREE 2.999
score SCC_BOGUS_CTE_1 0.001
-score SCC_CANSPAM_2 1.700
+score SCC_CANSPAM_2 4.399
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 0.303
+score SCC_SPAMMER_ADDR_2 0.302
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.568
+score SHORTENER_SHORT_IMG 0.001 # force non-zero
+score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL_NO_RDNS 1.100
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 2.000
+score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.499
+score THIS_AD 1.500
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
+score TO_IN_SUBJ 0.099
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 2.402
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 0.607
-score UNDISC_FREEM 3.199
-score UNDISC_MONEY 1.592
-score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
+score TVD_SPACE_RATIO_MINFP 0.895
+score UNDISC_FREEM 3.299
+score UNDISC_MONEY 1.806
+score UNICODE_OBFU_ASC 2.500
+score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
-score URI_DOTEDU 1.999
-score URI_FIREBASEAPP 2.999
-score URI_GOOGDRAWPREVIEW 2.499
-score URI_GOOGLE_PROXY 2.599
-score URI_GOOG_STO_SPAMMY 2.505
+score URI_FIREBASEAPP 2.685
+score URI_GOOGDRAWPREVIEW 2.423
+score URI_GOOGLE_PROXY 2.499
+score URI_GOOG_STO_SPAMMY 2.656
score URI_IMG_CWINDOWSNET 0.001
score URI_ONLY_MSGID_MALF 1.999
score URI_PHISH 3.999
-score URI_PHP_REDIR 2.600
+score URI_PHP_REDIR 2.602
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.399
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.083
-score VFY_ACCT_NORDNS 2.600
-score VISTA_TONOM_EQ_TOLOC 0.990
-score WORD_INVIS_MANY 3.000
+score URI_WP_HACKED_2 1.086
+score VFY_ACCT_NORDNS 2.999
+score VISTA_TONOM_EQ_TOLOC 0.981
+score WORD_INVIS_MANY 2.999
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score XM_RANDOM 2.500
+score XM_RECPTID 2.598
score XPRIO 0.001
score XPRIO_VISTA 0.001
-score YOU_INHERIT 2.899
+score YOU_INHERIT 2.799
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -290,7 +291,6 @@ score GOOG_STO_EMAIL_PHISH 1.0
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
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
@@ -339,7 +339,6 @@ score RDNS_NUM_TLD_XM 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
-score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_PM 1.000
score REPTO_419_FRAUD_QQ 1.000
score REPTO_419_FRAUD_YH 1.000
@@ -369,6 +368,7 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
+score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1919004&r1=1919003&r2=1919004&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jul 8 02:45:49 2024
@@ -1,122 +1,122 @@
# Using score set 1 logs for revision 1918962 from:
# ham-net-ena-week0.r1918962.log ham-net-ena-week1.r1918962.log ham-net-ena-week3.r1918962.log ham-net-ena-week4.r1918962.log ham-net-giovanni-ham.r1918962.log ham-net-giovanni-spammy.r1918962.log ham-net-giovanni-spam.r1918962.log ham-net-grenier.r1918962.log ham-net-jhardin.r1918962.log ham-net-llanga.r1918962.log ham-net-mmiroslaw-mails-ham.r1918962.log ham-net-mmiroslaw-mails-spam.r1918962.log ham-net-spamsponge.r1918962.log ham-net-tsz-corpus.r1918962.log ham-net-whyscream.r1918962.log spam-net-ena-week0.r1918962.log spam-net-ena-week1.r1918962.log spam-net-ena-week3.r1918962.log spam-net-ena-week4.r1918962.log spam-net-giovanni-ham.r1918962.log spam-net-giovanni-spammy.r1918962.log spam-net-giovanni-spam.r1918962.log spam-net-grenier.r1918962.log spam-net-jhardin.r1918962.log spam-net-llanga.r1918962.log spam-net-mmiroslaw-mails-ham.r1918962.log spam-net-mmiroslaw-mails-spam.r1918962.log spam-net-spamsponge.r1918962.log spam-net-tsz-corpus.r1918962.log spam-net-whyscream.r1918
962.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.141
+score AC_FROM_MANY_DOTS 2.178
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.802
-score ADMITS_SPAM 0.538
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.894
+score AC_POST_EXTRAS 1.012
+score ADMITS_SPAM 0.716
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.907
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.496
-score ADVANCE_FEE_3_NEW_FORM 0.553
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.885
+score ADVANCE_FEE_3_NEW 2.499
+score ADVANCE_FEE_3_NEW_FORM 0.298
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.859
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.345
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.108
score ADVANCE_FEE_4_NEW_MONEY 2.899
-score ADVANCE_FEE_5_NEW 2.085
+score ADVANCE_FEE_5_NEW 1.697
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APP_DEVELOPMENT_NORDNS 0.837
+score APP_DEVELOPMENT_NORDNS 1.818
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
-score BIGNUM_EMAILS_MANY 3.000
-score BILLION_OVERLAP -0.027
-score BITCOIN_DEADLINE 2.028
+score BIGNUM_EMAILS_MANY 2.999
+score BILLION_OVERLAP -0.848
+score BITCOIN_DEADLINE 2.913
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 3.344
-score BITCOIN_MALWARE 1.442
+score BITCOIN_MALF_HTML 3.349
+score BITCOIN_MALWARE 1.108
score BITCOIN_SPAM_02 0.001
score BITCOIN_SPAM_03 1.134
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 0.737
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.002
+score BITCOIN_SPAM_07 0.892
+score BITCOIN_SPAM_09 1.500
+score BITCOIN_TOEQFM 0.848
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.792
+score BITCOIN_YOUR_INFO 1.906
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 1.446
-score BOGUS_MSM_HDRS 2.411
-score CANT_SEE_AD 2.499
-score CK_HELO_GENERIC 0.163
+score BOGUS_MIME_VERSION 1.475
+score BOGUS_MSM_HDRS 2.194
+score CANT_SEE_AD 2.500
+score CK_HELO_GENERIC 0.159
score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 0.261
+score CTE_8BIT_MISMATCH 0.260
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.143
+score DKIMWL_WL_HIGH -0.142
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DOS_BODY_HIGH_NO_MID 3.266
+score DOS_BODY_HIGH_NO_MID 3.265
score DSN_NO_MIMEVERSION 1.999
score DYNAMIC_IMGUR 3.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FAKE_REPLY_A1 1.308
-score FBI_MONEY 1.801
-score FBI_SPOOF 1.334
+score FAKE_REPLY_A1 1.256
+score FBI_MONEY 0.001
+score FBI_SPOOF 0.700
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.298
-score FONT_INVIS_HTML_NOHTML 0.768
-score FONT_INVIS_LONG_LINE 2.353
+score FONT_INVIS_DIRECT 0.088
+score FONT_INVIS_HTML_NOHTML 1.083
+score FONT_INVIS_LONG_LINE 2.975
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 2.324
-score FONT_INVIS_POSTEXTRAS 2.595
+score FONT_INVIS_NORDNS 2.201
+score FONT_INVIS_POSTEXTRAS 2.383
score FORGED_SPF_HELO 2.699
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 2.645
-score FOUND_YOU 3.250
+score FORM_FRAUD_3 0.001 # force non-zero
+score FORM_FRAUD_5 2.421
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
-score FROM_BANK_NOAUTH 0.001
+score FROM_BANK_NOAUTH 0.001 # force non-zero
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.450
-score FROM_GOV_DKIM_AU -0.460
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.454
+score FROM_GOV_DKIM_AU -0.465
score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.299
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001
+score FROM_MISSP_REPLYTO 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 1.999
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
score FROM_NTLD_LINKBAIT 1.999
score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 0.463
score FROM_UNBAL1 2.399
score FROM_UNBAL2 2.199
score FROM_WSP_TRAIL 2.599
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.244
-score FUZZY_BITCOIN 0.805
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FUZZY_AMAZON 1.889
+score FUZZY_BITCOIN 1.389
score FUZZY_CLICK_HERE 3.199
score FUZZY_IMPORTANT 2.199
-score FUZZY_TRUSTWALLET 0.723
+score FUZZY_TRUSTWALLET 1.550
score FUZZY_WALLET 2.099
score GB_BITCOIN_NH 2.999
-score GB_CUSTOM_HTM_URI 0.353
+score GB_CUSTOM_HTM_URI 0.001
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_HASHBL_BTC 0.001 # force non-zero
-score GOOG_STO_IMG_HTML 2.226
+score GB_HASHBL_BTC 0.001
+score GOOG_STO_IMG_HTML 2.227
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.001
-score HELO_MISC_IP 0.164
+score HELO_MISC_IP 0.163
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.001
score HK_NAME_FM_MR_MRS 1.499
@@ -125,134 +125,134 @@ score HK_RANDOM_ENVFROM 0.0
score HK_RANDOM_FROM 0.001
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.001
+score HK_WIN 0.001 # force non-zero
score HOSTED_IMG_DIRECT_MX 0.001
score HOSTED_IMG_FREEM 0.001
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.001
+score HREF_EMPTY_NORDNS 0.001 # force non-zero
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 1.802
-score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.745
-score IMG_ONLY_FM_DOM_INFO 1.774
+score HTML_FONT_TINY_NORDNS 0.001 # force non-zero
+score HTML_SINGLET_MANY 1.797
+score HTML_TEXT_INVISIBLE_FONT 0.001 # force non-zero
+score HTML_TEXT_INVISIBLE_STYLE 1.744
+score IMG_ONLY_FM_DOM_INFO 1.762
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.261
-score LONG_HEX_URI 1.498
-score LONG_IMG_URI 2.820
-score LONG_INVISIBLE_TEXT 2.383
+score KHOP_HELO_FCRDNS 0.260
+score LONG_HEX_URI 1.856
+score LONG_IMG_URI 2.641
+score LONG_INVISIBLE_TEXT 1.762
score LOTS_OF_MONEY 0.001 # force non-zero
-score LOTTO_AGENT 1.499
+score LOTTO_AGENT 1.439
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 3.195
-score MALWARE_NORDNS 1.071
-score MALWARE_PASSWORD 0.562
+score MALFORMED_FREEMAIL 3.193
+score MALWARE_NORDNS 2.072
+score MALWARE_PASSWORD 1.885
score MANY_SUBDOM 2.799
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 2.000
score MIXED_CENTER_CASE 2.499
-score MIXED_CTYPE_CASE 1.245
+score MIXED_CTYPE_CASE 0.316
score MIXED_ES 2.599
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 2.631
+score MONEY_ATM_CARD 1.603
score MONEY_BARRISTER 0.999
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.673
+score MONEY_FREEMAIL_REPTO 0.670
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.402
score MSM_PRIO_REPTO 2.499
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.770
+score NICE_REPLY_A -2.980
score NOT_SPAM 2.399
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.080
+score NSL_RCVD_HELO_USER 2.578
score OBFU_BITCOIN 2.999
score OBFU_JVSCR_ESC 0.001
-score ODD_FREEM_REPTO 1.994
+score ODD_FREEM_REPTO 1.989
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_HELO_SPF_FAIL 1.999
-score PDS_OTHER_BAD_TLD 1.999
-score PHOTO_EDITING_DIRECT 2.350
-score PHP_ORIG_SCRIPT 2.377
+score PDS_OTHER_BAD_TLD 2.000
+score PHOTO_EDITING_DIRECT 1.696
+score PHP_ORIG_SCRIPT 2.376
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_HEADER_MANY 0.535
+score RAND_HEADER_MANY 2.343
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score REPTO_419_FRAUD 2.999
score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_HM 0.400
-score REPTO_419_FRAUD_OL 2.999
-score RISK_FREE 2.544
-score SCC_BOGUS_CTE_1 0.001 # force non-zero
-score SCC_CANSPAM_2 3.474
-score SCC_ISEMM_LID_1B 1.500
+score REPTO_419_FRAUD_HM 0.289
+score REPTO_419_FRAUD_OL 2.358
+score RISK_FREE 2.535
+score SCC_BOGUS_CTE_1 0.001
+score SCC_CANSPAM_2 3.471
+score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.483
+score SHORTENER_SHORT_IMG 1.686
score SHORT_IMG_SUSP_NTLD 0.001
-score SHORT_SHORTNER 1.673
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SHORT_SHORTNER 1.471
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.770
-score SUBJ_ATTENTION 0.500
+score STATIC_XPRIO_OLE 0.757
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
score THIS_AD 1.399
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.781
-score TO_EQ_FM_DOM_SPF_FAIL 0.098
+score TO_EQ_FM_DOM_HTML_ONLY 0.662
+score TO_EQ_FM_DOM_SPF_FAIL 0.216
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 0.802
+score TO_EQ_FM_SPF_FAIL 0.681
score TO_IN_SUBJ 0.001 # force non-zero
-score TO_NO_BRKTS_FROM_MSSP 2.216
+score TO_NO_BRKTS_FROM_MSSP 2.221
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 0.359
-score TO_NO_BRKTS_PCNT 2.399
+score TO_NO_BRKTS_PCNT 2.383
score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 3.088
+score UNDISC_FREEM 3.090
score UNDISC_MONEY 0.946
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 1.221
+score URI_CLOUDFLAREIPFS 1.216
score URI_FIREBASEAPP 2.999
score URI_GOOGDRAWPREVIEW 0.001
score URI_GOOGLE_PROXY 2.399
-score URI_GOOG_STO_SPAMMY 2.999
+score URI_GOOG_STO_SPAMMY 3.000
score URI_IMG_CWINDOWSNET 0.001
-score URI_ONLY_MSGID_MALF 1.462
-score URI_PHISH 1.108
-score URI_PHP_REDIR 2.506
+score URI_ONLY_MSGID_MALF 0.849
+score URI_PHISH 1.084
+score URI_PHP_REDIR 2.499
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.199
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 0.367
-score VFY_ACCT_NORDNS 3.000
-score VISTA_TONOM_EQ_TOLOC 0.706
-score WORD_INVIS_MANY 2.748
+score URI_WP_HACKED_2 0.550
+score VFY_ACCT_NORDNS 2.999
+score VISTA_TONOM_EQ_TOLOC 0.710
+score WORD_INVIS_MANY 2.740
score XM_LIGHT_HEAVY 2.500
score XM_RANDOM 2.499
-score XM_RECPTID 2.057
-score XPRIO 0.520
+score XM_RECPTID 2.061
+score XPRIO 0.521
score XPRIO_VISTA 0.001
score YOU_INHERIT 2.599
score AC_SPAMMY_URI_PATTERNS1 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1919004&r1=1919003&r2=1919004&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jul 8 02:45:49 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 202475 34.517% (98.727% of non-spam corpus)
-# Correctly spam: 252144 42.985% (66.092% of spam corpus)
-# False positives: 2610 0.445% (1.273% of nonspam, 151377 weighted)
-# False negatives: 129359 22.053% (33.908% of spam, 335727 weighted)
-# Average score for spam: 6.9 nonspam: 0.8
-# Average for false-pos: 6.2 false-neg: 2.6
-# TOTAL: 586588 100.00%
+# Correctly non-spam: 202535 34.289% (98.633% of non-spam corpus)
+# Correctly spam: 251694 42.612% (65.320% of spam corpus)
+# False positives: 2806 0.475% (1.367% of nonspam, 159862 weighted)
+# False negatives: 133629 22.624% (34.680% of spam, 351829 weighted)
+# Average score for spam: 7.0 nonspam: 0.8
+# Average for false-pos: 6.1 false-neg: 2.6
+# TOTAL: 590664 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25318 98.67%
-# Correctly spam: 32401 68.15%
-# False positives: 342 1.33%
-# False negatives: 15146 31.85%
-# TCR(l=50): 1.474508 SpamRecall: 68.145% SpamPrec: 98.956%
+# Correctly non-spam: 25340 98.59%
+# Correctly spam: 31987 66.63%
+# False positives: 362 1.41%
+# False negatives: 16021 33.37%
+# TCR(l=50): 1.406993 SpamRecall: 66.628% SpamPrec: 98.881%
##### 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: 197859 96.48%
-# Correctly spam: 143526 37.62%
-# False positives: 7226 3.52%
-# False negatives: 237977 62.38%
-# TCR(l=50): 0.636605 SpamRecall: 37.621% SpamPrec: 95.207%
+# Correctly non-spam: 198567 96.70%
+# Correctly spam: 145483 37.76%
+# False positives: 6774 3.30%
+# False negatives: 239840 62.24%
+# TCR(l=50): 0.666027 SpamRecall: 37.756% SpamPrec: 95.551%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24783 96.58%
-# Correctly spam: 17890 37.63%
-# False positives: 877 3.42%
-# False negatives: 29657 62.37%
-# TCR(l=50): 0.646836 SpamRecall: 37.626% SpamPrec: 95.327%
+# Correctly non-spam: 24847 96.67%
+# Correctly spam: 18173 37.85%
+# False positives: 855 3.33%
+# False negatives: 29835 62.15%
+# TCR(l=50): 0.661404 SpamRecall: 37.854% SpamPrec: 95.507%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1919004&r1=1919003&r2=1919004&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jul 8 02:45:49 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 192179 34.304% (98.826% of non-spam corpus)
-# Correctly spam: 302404 53.980% (82.679% of spam corpus)
-# False positives: 2282 0.407% (1.174% of nonspam, 345704 weighted)
-# False negatives: 63351 11.308% (17.321% of spam, 125353 weighted)
-# Average score for spam: 11.6 nonspam: -0.4
-# Average for false-pos: 8.1 false-neg: 2.0
+# Correctly non-spam: 192569 34.374% (99.027% of non-spam corpus)
+# Correctly spam: 301925 53.894% (82.548% of spam corpus)
+# False positives: 1892 0.338% (0.973% of nonspam, 308993 weighted)
+# False negatives: 63830 11.394% (17.452% of spam, 127728 weighted)
+# Average score for spam: 11.7 nonspam: -0.4
+# Average for false-pos: 8.7 false-neg: 2.0
# TOTAL: 560216 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24039 98.73%
-# Correctly spam: 37607 82.50%
-# False positives: 309 1.27%
-# False negatives: 7980 17.50%
-# TCR(l=50): 1.945668 SpamRecall: 82.495% SpamPrec: 99.185%
+# Correctly non-spam: 24105 99.00%
+# Correctly spam: 37619 82.52%
+# False positives: 243 1.00%
+# False negatives: 7968 17.48%
+# TCR(l=50): 2.265981 SpamRecall: 82.521% SpamPrec: 99.358%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...