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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/10/31 02:41:17 UTC
svn commit: r1904941 [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=1904941&r1=1904940&r2=1904941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Oct 31 02:41:17 2022
@@ -1,155 +1,178 @@
-# Using score set 0 logs for revision 1904897 from:
-# ham-ena-week0.r1904897.log ham-ena-week1.r1904897.log ham-ena-week2.r1904897.log ham-ena-week3.r1904897.log ham-ena-week4.r1904897.log ham-giovanni-ham.r1904897.log ham-giovanni-spammy.r1904897.log ham-giovanni-spam.r1904897.log ham-grenier.r1904897.log ham-hege.r1904897.log ham-jhardin.r1904897.log ham-llanga.r1904897.log ham-mmiroslaw-mails-ham.r1904897.log ham-mmiroslaw-mails-spam.r1904897.log ham-thendrikx.r1904897.log ham-tsz-spam-corpus.r1904897.log spam-ena-week0.r1904897.log spam-ena-week1.r1904897.log spam-ena-week2.r1904897.log spam-ena-week3.r1904897.log spam-ena-week4.r1904897.log spam-giovanni-ham.r1904897.log spam-giovanni-spammy.r1904897.log spam-giovanni-spam.r1904897.log spam-grenier.r1904897.log spam-hege.r1904897.log spam-jhardin.r1904897.log spam-llanga.r1904897.log spam-mmiroslaw-mails-ham.r1904897.log spam-mmiroslaw-mails-spam.r1904897.log spam-thendrikx.r1904897.log spam-tsz-spam-corpus.r1904897.log
+# Using score set 0 logs for revision 1904929 from:
+# ham-ena-week0.r1904929.log ham-ena-week1.r1904929.log ham-ena-week2.r1904929.log ham-ena-week3.r1904929.log ham-ena-week4.r1904929.log ham-giovanni-ham.r1904929.log ham-giovanni-spammy.r1904929.log ham-giovanni-spam.r1904929.log ham-grenier.r1904929.log ham-hege.r1904929.log ham-jhardin.r1904929.log ham-mmiroslaw-mails-ham.r1904929.log ham-mmiroslaw-mails-spam.r1904929.log ham-thendrikx.r1904929.log ham-tsz-spam-corpus.r1904929.log spam-ena-week0.r1904929.log spam-ena-week1.r1904929.log spam-ena-week2.r1904929.log spam-ena-week3.r1904929.log spam-ena-week4.r1904929.log spam-giovanni-ham.r1904929.log spam-giovanni-spammy.r1904929.log spam-giovanni-spam.r1904929.log spam-grenier.r1904929.log spam-hege.r1904929.log spam-jhardin.r1904929.log spam-mmiroslaw-mails-ham.r1904929.log spam-mmiroslaw-mails-spam.r1904929.log spam-thendrikx.r1904929.log spam-tsz-spam-corpus.r1904929.log
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 2.000
+score AC_FROM_MANY_DOTS 2.268
+score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 2.399
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 1.114
-score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
-score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.198
-score BIGNUM_EMAILS_FREEM 2.946
-score BITCOIN_EXTORT_01 3.149
+score ADVANCE_FEE_3_NEW_MONEY 1.823
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.076
+score AD_PREFS 0.479
+score AMAZON_IMG_NOT_RCVD_AMZN 2.485
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.169
+score BIGNUM_EMAILS_FREEM 1.805
+score BIGNUM_EMAILS_MANY 2.131
+score BITCOIN_EXTORT_01 2.649
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_ONAN 2.402
-score BITCOIN_SPAM_02 2.500
+score BITCOIN_ONAN 0.986
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.999
-score BOGUS_MSM_HDRS 1.505
-score BULK_RE_SUSP_NTLD 0.574
+score BITCOIN_YOUR_INFO 2.151
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 2.531
score CK_HELO_GENERIC 0.250
score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.999
score DATE_IN_FUTURE_Q_PLUS 2.699
-score DEAR_BENEFICIARY 2.183
+score DEAR_BENEFICIARY 3.099
score DX_TEXT_03 1.299
score ENCRYPTED_MESSAGE -1.000
-score FACEBOOK_IMG_NOT_RCVD_FB 0.119
-score FILL_THIS_FORM 1.200
+score FILL_THIS_FORM 2.496
score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.103
-score FONT_INVIS_POSTEXTRAS 1.170
-score FORM_FRAUD_5 1.078
+score FONT_INVIS_NORDNS 0.001
+score FONT_INVIS_POSTEXTRAS 1.036
+score FORM_FRAUD_5 1.836
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 1.993
+score FROM_2_EMAILS_SHORT 2.000
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.333
+score FROM_MISSP_DYNIP 2.436
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.825
-score FROM_MISSP_MSFT 3.199
+score FROM_MISSP_FREEMAIL 2.999
+score FROM_MISSP_MSFT 3.300
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.154
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_MULTI_NORDNS 1.352
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.436
-score FUZZY_AMAZON 2.700
+score FSL_CTYPE_WIN1251 0.133
+score FSL_NEW_HELO_USER 0.005
+score FUZZY_AMAZON 2.400
+score FUZZY_IMPORTANT 2.499
score FUZZY_SECURITY 2.699
+score FUZZY_WALLET 1.787
score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.500
+score GB_GOOGLE_OBFUR 0.749
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_REDIR_NORDNS 2.600
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.597
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 1.003
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.521
-score HDR_ORDER_FTSDMCXX_NORDNS 2.352
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_DIRECT 0.140
+score HDR_ORDER_FTSDMCXX_NORDNS 0.358
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 1.000
-score HK_NAME_MR_MRS 1.000
+score HK_LOTTO 0.999
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 2.000
-score HOSTED_IMG_DIRECT_MX 3.500
-score HTML_OFF_PAGE 3.000
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 2.509
+score HTML_ENTITY_ASCII 2.940
+score HTML_FONT_TINY_NORDNS 1.999
+score HTML_OFF_PAGE 2.999
score HTML_TAG_BALANCE_CENTER 3.599
-score HTML_TEXT_INVISIBLE_STYLE 0.101
-score IMG_DIRECT_TO_MX 1.259
+score HTML_TEXT_INVISIBLE_STYLE 1.877
+score IMG_DIRECT_TO_MX 0.001
score JH_SPAMMY_HEADERS 3.499
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.599
+score LONG_HEX_URI 3.000
+score LONG_IMG_URI 1.271
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MALWARE_NORDNS 0.778
-score MILLION_HUNDRED 0.001 # force non-zero
-score MIMEOLE_DIRECT_TO_MX 1.866
-score MIXED_ES 2.099
-score MIXED_HREF_CASE 1.534
-score MONEY_ATM_CARD 0.236
+score MALWARE_NORDNS 1.264
+score MALW_ATTACH 2.399
+score MILLION_HUNDRED 0.001
+score MIMEOLE_DIRECT_TO_MX 1.864
+score MIXED_ES 2.399
+score MIXED_HREF_CASE 1.380
+score MONEY_ATM_CARD 0.820
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.825
-score MONEY_FRAUD_8 1.987
-score MONEY_FREEMAIL_REPTO 1.558
-score MONEY_FROM_MISSP 1.680
-score MSMAIL_PRI_ABNORMAL 0.001
+score MONEY_FRAUD_5 0.124
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FROM_41 0.932
+score MONEY_FROM_MISSP 1.678
+score MSMAIL_PRI_ABNORMAL 0.109
score NA_DOLLARS 0.001
-score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.786
+score NICE_REPLY_A -0.001 # force non-zero
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.117
-score OBFU_TEXT_ATTACH 0.819
+score NSL_RCVD_FROM_USER 0.341
+score NSL_RCVD_HELO_USER 1.175
+score NUMBERONLY_BITCOIN_EXP 0.205
+score OBFU_TEXT_ATTACH 1.223
score ODD_FREEM_REPTO 2.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
score PDS_OTHER_BAD_TLD 1.999
-score PDS_RDNS_DYNAMIC_FP 0.010
+score PDS_PHP_EVAL 1.499
+score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORT_SPOOFED_URL 1.999
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PHP_ORIG_SCRIPT 2.499
+score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.869
-score RDNS_NUM_TLD_XM 2.999
-score SCC_CANSPAM_2 0.801
-score SCC_ISEMM_LID_1A 1.446
-score SCC_ISEMM_LID_1B 1.500
+score RATWARE_NO_RDNS 2.940
+score RDNS_NUM_TLD_XM 1.138
+score SCC_CANSPAM_2 0.800
+score SCC_ISEMM_LID_1A 3.008
+score SCC_ISEMM_LID_1B 1.499
score SCC_THREE_WORD_MONTY 2.700
score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 0.399
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.037
-score SHORTENER_SHORT_IMG 2.117
+score SERGIO_SUBJECT_VIAGRA01 0.400
+score SHARE_50_50 1.840
+score SHOPIFY_IMG_NOT_RCVD_SFY 1.988
+score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score STATIC_XPRIO_OLE 0.401
-score THIS_AD 0.699
+score STATIC_XPRIO_OLE 0.002
+score THIS_AD 0.600
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 0.281
+score TO_NO_BRKTS_PCNT 2.185
score TVD_RCVD_SPACE_BRACKET 3.099
-score UNDISC_FREEM 3.000
-score UNDISC_MONEY 3.299
+score UNDISC_FREEM 3.099
+score UNDISC_MONEY 3.399
score UNICODE_OBFU_ASC 2.499
score URI_DOTEDU 1.999
-score URI_FIREBASEAPP 3.000
-score URI_GOOGLE_PROXY 2.199
-score URI_PHISH 3.999
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.599
+score URI_FIREBASEAPP 2.999
+score URI_GOOGLE_PROXY 2.299
+score URI_PHISH 3.600
+score URI_PHP_REDIR 3.500
+score URI_TRY_3LD 1.945
+score URI_WPADMIN 2.699
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.977
+score VFY_ACCT_NORDNS 2.501
score WORD_INVIS 0.001
-score WORD_INVIS_MANY 3.000
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO_SHORT_SUBJ 1.916
-score XPRIO_URL_SHORTNER 1.000
-score AC_FROM_MANY_DOTS 1.000
+score XPRIO_SHORT_SUBJ 2.231
+score XPRIO_URL_SHORTNER 0.999
+score YOU_INHERIT 0.486
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -167,7 +190,6 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
-score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
@@ -180,19 +202,17 @@ score BITCOIN_SPAM_04 1.0
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 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
score BITCOIN_SPAM_12 1.000
score BODY_EMAIL_419_FRAUD_GM 1.000
score BODY_URI_ONLY 1.000
-score BOGUS_MIME_VERSION 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
score BTC_ORG 1.000
+score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DETAILS_OF_PRODUCT 1.000
@@ -201,26 +221,22 @@ score DYNAMIC_IMGUR 1.0
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score END_FUTURE_EMAILS 1.000
score ENVFROM_GOOG_TRIX 1.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
-score FONT_INVIS_LONG_LINE 1.000
score FORM_FRAUD 1.000
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_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
-score FROM_NTLD_REPLY_FREEMAIL 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_BITCOIN_CP 1.000
score GB_CUSTOM_HTM_URI 1.000
score GB_FORGED_MUA_POSTFIX 1.000
-score GB_FREEMAIL_DISPTO 0.500
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
-score GB_GOOGLE_OBFUR 0.750
score GB_STORAGE_GOOGLE_EMAIL 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
@@ -232,15 +248,12 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
-score HAS_X_OUTGOING_SPAM_STAT 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
-score HOSTED_IMG_FREEM 1.000
score HOSTED_IMG_MULTI 1.000
score HOSTED_IMG_MULTI_PUB_01 1.000
-score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_SINGLET_MANY 1.000
@@ -255,7 +268,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -265,22 +277,16 @@ score MONERO_DEADLINE 1.0
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
-score MONEY_FROM_41 1.000
score MSGID_DOLLARS_URI_IMG 1.000
score MSGID_HDR_MALF 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
-score NUMBERONLY_BITCOIN_EXP 1.000
score OBFU_BITCOIN 1.000
-score PDS_NAKED_TO_NUMERO 1.000
-score PDS_PHP_EVAL 1.000
score PDS_TINYSUBJ_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
-score PHP_ORIG_SCRIPT 1.000
-score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -324,8 +330,7 @@ score TONLINE_FAKE_DKIM 1.0
score TO_EQ_FM_DIRECT_MX 1.000
score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 1.000
-score TO_NO_BRKTS_MSFT 1.000
-score TVD_SPACE_RATIO_MINFP 1.000
+score TVD_SPACE_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
@@ -341,7 +346,6 @@ score URI_IMG_WP_REDIR 1.0
score URI_LONG_REPEAT 1.000
score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
-score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score URI_WP_HACKED 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1904941&r1=1904940&r2=1904941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Oct 31 02:41:17 2022
@@ -3,204 +3,201 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 1.697
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 2.397
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_MONEY 1.938
+score AC_FROM_MANY_DOTS 1.720
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 2.399
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_MONEY 2.026
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.945
-score AD_PREFS 0.498
-score AMAZON_IMG_NOT_RCVD_AMZN 1.844
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.154
+score AD_PREFS 0.500
+score AMAZON_IMG_NOT_RCVD_AMZN 1.849
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.600
-score BIGNUM_EMAILS_MANY 2.096
-score BITCOIN_EXTORT_01 2.610
-score BITCOIN_MALF_HTML 2.769
-score BITCOIN_MALWARE 2.179
-score BITCOIN_ONAN 1.878
+score BIGNUM_EMAILS_FREEM 1.410
+score BIGNUM_EMAILS_MANY 2.439
+score BITCOIN_EXTORT_01 2.615
+score BITCOIN_MALF_HTML 2.381
+score BITCOIN_MALWARE 2.682
+score BITCOIN_ONAN 0.989
score BITCOIN_SPAM_02 0.349
-score BITCOIN_SPAM_03 2.498
-score BITCOIN_SPAM_05 2.144
-score BITCOIN_SPAM_09 1.498
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_05 0.720
+score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.996
-score BODY_URI_ONLY 2.996
-score BOGUS_MIME_VERSION 3.497
-score BOGUS_MSM_HDRS 1.228
-score CK_HELO_GENERIC 0.001 # force non-zero
-score CONTENT_AFTER_HTML 2.497
+score BITCOIN_YOUR_INFO 2.999
+score BODY_URI_ONLY 2.999
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 2.609
+score CK_HELO_GENERIC 0.001
+score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.696
-score DEAR_BENEFICIARY 2.996
-score DKIMWL_BL 1.426
-score DKIMWL_WL_HIGH -1.055
-score DKIMWL_WL_MED -0.001
+score DATE_IN_FUTURE_Q_PLUS 2.699
+score DEAR_BENEFICIARY 2.999
+score DKIMWL_BL 1.421
+score DKIMWL_WL_HIGH -1.048
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 1.399
score ENCRYPTED_MESSAGE -0.999
-score FILL_THIS_FORM 0.951
-score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.173
-score FONT_INVIS_NORDNS 1.230
-score FONT_INVIS_POSTEXTRAS 2.107
-score FORGED_SPF_HELO 0.203
-score FORM_FRAUD 0.176
-score FORM_FRAUD_5 1.646
+score FILL_THIS_FORM 1.003
+score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 2.213
+score FONT_INVIS_NORDNS 1.277
+score FONT_INVIS_POSTEXTRAS 0.953
+score FORGED_SPF_HELO 0.356
+score FORM_FRAUD 0.174
+score FORM_FRAUD_5 1.238
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_2_EMAILS_SHORT 2.438
+score FROM_2_EMAILS_SHORT 2.315
score FROM_FMBLA_NEWDOM 0.001
-score FROM_FMBLA_NEWDOM14 0.001
+score FROM_FMBLA_NEWDOM14 0.001 # force non-zero
score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.902
-score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 2.497
-score FROM_MISSP_EH_MATCH 1.998
-score FROM_MISSP_FREEMAIL 0.849
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.551
+score FROM_GOV_DKIM_AU -0.932
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 2.499
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 1.195
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.325
-score FROM_PAYPAL_SPOOF 0.160
-score FROM_SUSPICIOUS_NTLD 0.468
-score FROM_SUSPICIOUS_NTLD_FP 0.998
-score FSL_BULK_SIG 0.149
+score FROM_MULTI_NORDNS 1.333
+score FROM_PAYPAL_SPOOF 0.693
+score FROM_SUSPICIOUS_NTLD 0.423
+score FROM_SUSPICIOUS_NTLD_FP 1.044
+score FSL_BULK_SIG 0.151
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.596
-score FUZZY_IMPORTANT 2.497
-score FUZZY_SECURITY 2.696
+score FUZZY_AMAZON 2.599
+score FUZZY_IMPORTANT 2.499
+score FUZZY_SECURITY 2.699
score FUZZY_WALLET 0.001
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.498
-score GB_GOOGLE_OBFUR 0.748
-score GB_HASHBL_BTC 2.381
-score GB_URI_FLEEK_STO_HTM 0.998
-score GOOG_REDIR_NORDNS 3.196
-score GOOG_STO_IMG_NOHTML 2.498
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 1.038
-score HDRS_MISSP 2.497
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.499
+score GB_GOOGLE_OBFUR 0.749
+score GB_HASHBL_BTC 2.151
+score GB_URI_FLEEK_STO_HTM 0.999
+score GOOG_REDIR_NORDNS 3.199
+score GOOG_STO_IMG_NOHTML 2.500
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 1.046
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 1.678
-score HTML_ENTITY_ASCII 2.698
-score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 3.496
-score HTML_TEXT_INVISIBLE_FONT 0.281
-score HTML_TEXT_INVISIBLE_STYLE 3.496
-score IMG_DIRECT_TO_MX 0.839
-score JH_SPAMMY_HEADERS 3.497
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 0.571
+score HTML_ENTITY_ASCII 2.651
+score HTML_OFF_PAGE 2.999
+score HTML_TAG_BALANCE_CENTER 3.500
+score HTML_TEXT_INVISIBLE_FONT 0.232
+score HTML_TEXT_INVISIBLE_STYLE 3.499
+score IMG_DIRECT_TO_MX 0.788
+score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.497
-score LONG_HEX_URI 1.613
-score LONG_IMG_URI 0.765
-score LONG_INVISIBLE_TEXT 1.700
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LONG_HEX_URI 1.615
+score LONG_IMG_URI 0.724
+score LONG_INVISIBLE_TEXT 1.698
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.498
-score MALWARE_NORDNS 3.158
-score MALW_ATTACH 2.297
-score MILLION_HUNDRED 0.001
+score LOTTO_AGENT 1.499
+score MALWARE_NORDNS 2.511
+score MALW_ATTACH 2.299
+score MILLION_HUNDRED 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 0.763
-score MIXED_HREF_CASE 1.688
-score MONEY_ATM_CARD 2.002
-score MONEY_FORM_SHORT 2.497
+score MIXED_ES 0.771
+score MIXED_HREF_CASE 1.800
+score MONEY_ATM_CARD 0.377
+score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.796
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.738
-score MONEY_FROM_41 1.674
+score MONEY_FRAUD_5 0.821
+score MONEY_FRAUD_8 0.038
+score MONEY_FREEMAIL_REPTO 0.725
+score MONEY_FROM_41 1.954
score MONEY_FROM_MISSP 1.999
-score MSMAIL_PRI_ABNORMAL 0.185
+score MSMAIL_PRI_ABNORMAL 1.273
score NA_DOLLARS 0.001
-score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 2.494
+score NICE_REPLY_A -0.001 # force non-zero
+score NORDNS_LOW_CONTRAST 2.460
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.373
-score NUMBERONLY_BITCOIN_EXP 1.867
-score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.941
-score PDS_BTC_ID 0.265
+score NSL_RCVD_HELO_USER 0.969
+score NUMBERONLY_BITCOIN_EXP 0.690
+score OBFU_TEXT_ATTACH 1.152
+score ODD_FREEM_REPTO 2.947
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_HELO_SPF_FAIL 0.426
-score PDS_NAKED_TO_NUMERO 1.997
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHP_EVAL 1.498
+score PDS_HELO_SPF_FAIL 0.406
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PHP_ORIG_SCRIPT 2.033
-score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 2.497
+score PDS_SHORT_SPOOFED_URL 1.999
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PHP_ORIG_SCRIPT 2.037
+score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_SCRIPT 2.494
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.996
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.554
-score SCC_CANSPAM_2 0.002
-score SCC_ISEMM_LID_1A 2.417
-score SCC_ISEMM_LID_1B 0.709
-score SCC_THREE_WORD_MONTY 2.596
+score RDNS_NUM_TLD_XM 2.673
+score SCC_CANSPAM_2 0.001
+score SCC_ISEMM_LID_1A 2.342
+score SCC_ISEMM_LID_1B 0.718
+score SCC_THREE_WORD_MONTY 2.599
score SENDGRID_REDIR 1.068
-score SERGIO_SUBJECT_VIAGRA01 2.369
-score SHARE_50_50 0.149
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.642
-score SHORTENER_SHORT_IMG 0.982
-score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SERGIO_SUBJECT_VIAGRA01 0.214
+score SHARE_50_50 0.938
+score SHOPIFY_IMG_NOT_RCVD_SFY 0.643
+score SHORTENER_SHORT_IMG 1.299
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.147
+score SPOOFED_FREEM_REPTO 2.038
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
-score THIS_AD 0.698
+score THIS_AD 0.699
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.108
-score TO_NO_BRKTS_NORDNS_HTML 1.822
-score TO_NO_BRKTS_PCNT 1.298
-score TVD_RCVD_SPACE_BRACKET 1.688
-score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 3.197
-score UNICODE_OBFU_ASC 2.497
-score URI_DOTEDU 1.997
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 0.701
-score URI_PHISH 3.395
-score URI_PHP_REDIR 3.295
-score URI_TRY_3LD 0.001
-score URI_WPADMIN 2.596
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.641
-score WORD_INVIS 0.001
-score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.497
-score XM_RECPTID 2.453
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_NORDNS_HTML 1.825
+score TO_NO_BRKTS_PCNT 1.078
+score TVD_RCVD_SPACE_BRACKET 0.675
+score TVD_SPACE_ENCODED 0.001 # force non-zero
+score UNDISC_FREEM 2.899
+score UNDISC_MONEY 3.199
+score UNICODE_OBFU_ASC 2.499
+score URI_DOTEDU 1.999
+score URI_FIREBASEAPP 2.999
+score URI_GOOGLE_PROXY 0.695
+score URI_PHISH 3.399
+score URI_PHP_REDIR 3.299
+score URI_TRY_3LD 0.001 # force non-zero
+score URI_WPADMIN 2.600
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.833
+score WORD_INVIS 0.001 # force non-zero
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 0.357
+score XM_RANDOM 2.499
+score XM_RECPTID 2.452
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.803
-score XPRIO_URL_SHORTNER 0.998
-score YOU_INHERIT 0.001
+score XPRIO_SHORT_SUBJ 1.675
+score XPRIO_URL_SHORTNER 0.999
+score YOU_INHERIT 0.349
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -240,7 +237,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DETAILS_OF_PRODUCT 1.000
@@ -283,7 +279,6 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -303,7 +298,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1904941&r1=1904940&r2=1904941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Oct 31 02:41:17 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 506824 82.624% (99.786% of non-spam corpus)
-# Correctly spam: 77808 12.684% (73.750% of spam corpus)
-# False positives: 1086 0.177% (0.214% of nonspam, 7624 weighted)
-# False negatives: 27695 4.515% (26.250% of spam, 43155 weighted)
-# Average score for spam: 10.2 nonspam: 0.5
-# Average for false-pos: 6.8 false-neg: 1.6
-# TOTAL: 613413 100.00%
+# Correctly non-spam: 214846 66.219% (99.595% of non-spam corpus)
+# Correctly spam: 80549 24.826% (74.082% of spam corpus)
+# False positives: 874 0.269% (0.405% of nonspam, 15223 weighted)
+# False negatives: 28180 8.685% (25.918% of spam, 44413 weighted)
+# Average score for spam: 9.8 nonspam: 0.6
+# Average for false-pos: 6.9 false-neg: 1.6
+# TOTAL: 324449 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63293 99.78%
-# Correctly spam: 9743 73.17%
-# False positives: 142 0.22%
-# False negatives: 3573 26.83%
-# TCR(l=50): 1.247634 SpamRecall: 73.168% SpamPrec: 98.563%
+# Correctly non-spam: 26909 99.57%
+# Correctly spam: 10089 73.47%
+# False positives: 116 0.43%
+# False negatives: 3644 26.53%
+# TCR(l=50): 1.454151 SpamRecall: 73.465% SpamPrec: 98.863%
##### 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: 501701 98.78%
-# Correctly spam: 66128 62.68%
-# False positives: 6209 1.22%
-# False negatives: 39375 37.32%
-# TCR(l=50): 0.301588 SpamRecall: 62.679% SpamPrec: 91.417%
+# Correctly non-spam: 209473 97.10%
+# Correctly spam: 69259 63.70%
+# False positives: 6247 2.90%
+# False negatives: 39470 36.30%
+# TCR(l=50): 0.309047 SpamRecall: 63.699% SpamPrec: 91.726%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62645 98.75%
-# Correctly spam: 8317 62.46%
-# False positives: 790 1.25%
-# False negatives: 4999 37.54%
-# TCR(l=50): 0.299243 SpamRecall: 62.459% SpamPrec: 91.325%
+# Correctly non-spam: 26286 97.27%
+# Correctly spam: 8644 62.94%
+# False positives: 739 2.73%
+# False negatives: 5089 37.06%
+# TCR(l=50): 0.326673 SpamRecall: 62.943% SpamPrec: 92.124%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1904941&r1=1904940&r2=1904941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Oct 31 02:41:17 2022
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 244633 69.085% (99.488% of non-spam corpus)
-# Correctly spam: 83479 23.575% (77.143% of spam corpus)
-# False positives: 1258 0.355% (0.512% of nonspam, 37355 weighted)
-# False negatives: 24735 6.985% (22.857% of spam, 45590 weighted)
-# Average score for spam: 16.4 nonspam: -0.5
+# Correctly non-spam: 244624 69.082% (99.485% of non-spam corpus)
+# Correctly spam: 83689 23.634% (77.337% of spam corpus)
+# False positives: 1267 0.358% (0.515% of nonspam, 37547 weighted)
+# False negatives: 24525 6.926% (22.663% of spam, 44548 weighted)
+# Average score for spam: 16.7 nonspam: -0.5
# Average for false-pos: 6.7 false-neg: 1.8
# TOTAL: 354105 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30529 99.45%
-# Correctly spam: 10654 77.98%
-# False positives: 169 0.55%
-# False negatives: 3008 22.02%
-# TCR(l=50): 1.192355 SpamRecall: 77.983% SpamPrec: 98.439%
+# Correctly non-spam: 30528 99.45%
+# Correctly spam: 10657 78.00%
+# False positives: 170 0.55%
+# False negatives: 3005 22.00%
+# TCR(l=50): 1.187484 SpamRecall: 78.005% SpamPrec: 98.430%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...