You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@spamassassin.apache.org by sp...@apache.org on 2021/12/22 02:46:12 UTC
svn commit: r1896258 [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=1896258&r1=1896257&r2=1896258&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Dec 22 02:46:11 2021
@@ -1,223 +1,221 @@
-# Using score set 0 logs for revision 1896178 from:
-# ham-darxus.r1896178.log ham-ena-week0.r1896178.log ham-ena-week1.r1896178.log ham-ena-week2.r1896178.log ham-ena-week3.r1896178.log ham-ena-week4.r1896178.log ham-giovanni-ham.r1896178.log ham-giovanni-spammy.r1896178.log ham-giovanni-spam.r1896178.log ham-grenier.r1896178.log ham-hege.r1896178.log ham-jhardin.r1896178.log ham-llanga.r1896178.log ham-mmiroslaw-mails-ham.r1896178.log ham-mmiroslaw-mails-spam.r1896178.log ham-pds.r1896178.log ham-spamsponge.r1896178.log ham-thendrikx.r1896178.log ham-tsz-spam-corpus.r1896178.log spam-darxus.r1896178.log spam-ena-week0.r1896178.log spam-ena-week1.r1896178.log spam-ena-week2.r1896178.log spam-ena-week3.r1896178.log spam-ena-week4.r1896178.log spam-giovanni-ham.r1896178.log spam-giovanni-spammy.r1896178.log spam-giovanni-spam.r1896178.log spam-grenier.r1896178.log spam-hege.r1896178.log spam-jhardin.r1896178.log spam-llanga.r1896178.log spam-mmiroslaw-mails-ham.r1896178.log spam-mmiroslaw-mails-spam.r1896178.log spam-pds.r1896178.log s
pam-spamsponge.r1896178.log spam-thendrikx.r1896178.log spam-tsz-spam-corpus.r1896178.log
+# Using score set 0 logs for revision 1896216 from:
+# ham-darxus.r1896216.log ham-ena-week0.r1896216.log ham-ena-week1.r1896216.log ham-ena-week2.r1896216.log ham-ena-week3.r1896216.log ham-ena-week4.r1896216.log ham-giovanni-ham.r1896216.log ham-giovanni-spammy.r1896216.log ham-giovanni-spam.r1896216.log ham-grenier.r1896216.log ham-hege.r1896216.log ham-jhardin.r1896216.log ham-llanga.r1896216.log ham-mmiroslaw-mails-ham.r1896216.log ham-mmiroslaw-mails-spam.r1896216.log ham-pds.r1896216.log ham-spamsponge.r1896216.log ham-thendrikx.r1896216.log ham-tsz-spam-corpus.r1896216.log spam-darxus.r1896216.log spam-ena-week0.r1896216.log spam-ena-week1.r1896216.log spam-ena-week2.r1896216.log spam-ena-week3.r1896216.log spam-ena-week4.r1896216.log spam-giovanni-ham.r1896216.log spam-giovanni-spammy.r1896216.log spam-giovanni-spam.r1896216.log spam-grenier.r1896216.log spam-hege.r1896216.log spam-jhardin.r1896216.log spam-llanga.r1896216.log spam-mmiroslaw-mails-ham.r1896216.log spam-mmiroslaw-mails-spam.r1896216.log spam-pds.r1896216.log s
pam-spamsponge.r1896216.log spam-thendrikx.r1896216.log spam-tsz-spam-corpus.r1896216.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_SPAMMY_URI_PATTERNS8 3.533
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_SPAMMY_URI_PATTERNS8 3.068
score ADMITS_SPAM 2.999
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.442
-score ADVANCE_FEE_2_NEW_MONEY 1.553
-score ADVANCE_FEE_3_NEW 3.300
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.329
+score ADVANCE_FEE_2_NEW_MONEY 1.662
+score ADVANCE_FEE_3_NEW 2.798
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 2.799
score ADVANCE_FEE_4_NEW 2.599
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.102
+score ADVANCE_FEE_5_NEW 0.749
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.488
+score AD_PREFS 0.071
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score ANY_PILL_PRICE 0.434
+score ANY_PILL_PRICE 2.123
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 1.223
+score AXB_XM_FORGED_OL2600 0.384
score BIGNUM_EMAILS_FREEM 2.999
-score BIGNUM_EMAILS_MANY 3.000
+score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_DEADLINE 2.999
-score BITCOIN_IMGUR 2.724
+score BITCOIN_IMGUR 3.082
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_SPAM_02 2.083
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 1.500
+score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 1.700
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 2.350
+score BODY_SINGLE_WORD 2.151
score BOGUS_MIME_VERSION 3.499
score CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.446
+score DEAR_BENEFICIARY 0.662
score DX_TEXT_03 1.299
-score EMRCP 1.762
+score EMRCP 1.188
score ENCRYPTED_MESSAGE -0.999
-score FILL_THIS_FORM 1.203
+score FILL_THIS_FORM 1.202
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.354
-score FONT_INVIS_LONG_LINE 1.199
+score FONT_INVIS_HTML_NOHTML 2.803
+score FONT_INVIS_LONG_LINE 1.615
score FONT_INVIS_MSGID 2.500
score FONT_INVIS_NORDNS 0.001 # force non-zero
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.099
-score FROM_2_EMAILS_SHORT 0.001 # force non-zero
-score FROM_IN_TO_AND_SUBJ 1.999
+score FROMSPACE 3.100
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_IN_TO_AND_SUBJ 2.000
score FROM_MISSPACED 1.999
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.299
-score FROM_MISSP_MSFT 3.178
-score FROM_MISSP_TO_UNDISC 2.135
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MISSP_XPRIO 2.403
-score FROM_MULTI_NORDNS 3.533
-score FROM_NTLD_REPLY_FREEMAIL 1.708
+score FROM_MISSP_MSFT 3.182
+score FROM_MISSP_TO_UNDISC 2.599
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 2.499
+score FROM_MULTI_NORDNS 3.214
+score FROM_NTLD_REPLY_FREEMAIL 1.313
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_CTYPE_WIN1251 0.001
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 3.499
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.765
-score FUZZY_BTC_WALLET 0.665
-score FUZZY_WALLET 2.799
-score GAPPY_LOW_CONTRAST 2.499
+score FUZZY_BITCOIN 0.813
+score FUZZY_WALLET 2.899
+score GAPPY_LOW_CONTRAST 1.993
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOG_IMG_NOT_RCVD_GOOG 2.331
-score GOOG_REDIR_NORDNS 2.503
+score GB_GOOG_IMG_NOT_RCVD_GOOG 2.499
+score GOOG_REDIR_NORDNS 2.501
score GOOG_REDIR_SHORT 3.299
-score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_IMG_HTML 2.999
+score GOOG_STO_EMAIL_PHISH 3.000
+score GOOG_STO_IMG_HTML 2.860
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 1.999
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.600
+score HDR_ORDER_FTSDMCXX_NORDNS 2.596
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001
-score HK_SPAMMY_FILENAME 2.899
+score HK_SCAM 0.141
+score HK_SPAMMY_FILENAME 2.999
score HK_WIN 0.001
score HOSTED_IMG_DIRECT_MX 3.499
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.217
+score HTML_ENTITY_ASCII 2.118
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
-score HTML_TAG_BALANCE_CENTER 2.243
+score HTML_TAG_BALANCE_CENTER 2.241
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_ONLY_FM_DOM_INFO 1.852
-score JH_SPAMMY_HEADERS 3.499
-score JH_SPAMMY_PATTERN01 2.913
+score IMG_ONLY_FM_DOM_INFO 2.190
+score JH_SPAMMY_HEADERS 3.500
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.798
-score LONG_IMG_URI 1.780
+score LONG_HEX_URI 2.811
+score LONG_IMG_URI 1.692
score LONG_INVISIBLE_TEXT 1.438
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.999
-score MALWARE_NORDNS 1.385
+score LOTTO_DEPT 2.000
+score MALWARE_NORDNS 3.118
score MALW_ATTACH 2.699
-score MANY_SPAN_IN_TEXT 2.499
+score MANY_SPAN_IN_TEXT 2.399
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_AREA_CASE 2.200
+score MIXED_AREA_CASE 1.308
score MIXED_CENTER_CASE 2.499
score MIXED_ES 3.599
-score MIXED_FONT_CASE 1.897
-score MIXED_HREF_CASE 1.249
-score MIXED_IMG_CASE 2.221
-score MONEY_ATM_CARD 0.014
-score MONEY_FORM 0.001
+score MIXED_FONT_CASE 2.500
+score MIXED_HREF_CASE 1.711
+score MIXED_IMG_CASE 1.536
+score MONEY_ATM_CARD 0.035
+score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 3.099
-score MONEY_FRAUD_8 3.099
-score MONEY_FREEMAIL_REPTO 1.794
-score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 2.000
-score MSGID_NOFQDN1 0.902
+score MONEY_FRAUD_8 3.199
+score MONEY_FREEMAIL_REPTO 1.776
+score MONEY_FROM_41 2.000
+score MONEY_FROM_MISSP 1.999
+score MSGID_NOFQDN1 0.211
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.789
-score NA_DOLLARS 0.020
-score NICE_REPLY_A -3.638
-score NORDNS_LOW_CONTRAST 1.887
-score NO_FM_NAME_IP_HOSTN 2.400
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.516
-score OBFU_BITCOIN 1.782
+score NAME_EMAIL_DIFF 2.791
+score NA_DOLLARS 0.223
+score NICE_REPLY_A -3.311
+score NORDNS_LOW_CONTRAST 1.892
+score NO_FM_NAME_IP_HOSTN 2.399
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 2.799
+score OBFU_BITCOIN 0.967
score ODD_FREEM_REPTO 2.999
-score OFFER_ONLY_AMERICA 1.518
-score ONLINE_MKTG_CNSLT 2.600
+score OFFER_ONLY_AMERICA 1.999
+score ONLINE_MKTG_CNSLT 2.699
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 1.000
-score PDS_CPANEL_PORT_SPOOFEDURL 0.499
+score PDS_BTC_MSGID 0.999
+score PDS_CPANEL_PORT_SPOOFEDURL 0.500
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.999
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_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TO_EQ_FROM_NAME 2.203
-score PHP_ORIG_SCRIPT 2.499
+score PDS_TO_EQ_FROM_NAME 0.001
+score PHP_ORIG_SCRIPT 2.500
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score POSSIBLE_AMAZON_PHISH_02 3.299
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_HEADER_LIST_SPOOF 3.000
+score RAND_HEADER_LIST_SPOOF 2.999
score RAND_HEADER_MANY 2.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.694
-score RDNS_NUM_TLD_XM 2.265
-score REPLYTO_EMPTY 2.900
-score REPTO_419_FRAUD_GM 1.942
+score RATWARE_NO_RDNS 2.832
+score RDNS_NUM_TLD_XM 2.827
+score REPLYTO_EMPTY 2.899
+score REPTO_419_FRAUD_GM 1.759
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.601
+score RISK_FREE 2.607
score SCRIPT_GIBBERISH 3.199
score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 2.429
+score SERGIO_SUBJECT_VIAGRA01 2.103
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.599
-score SHORTENER_SHORT_IMG 1.834
-score SHORT_SHORTNER 1.999
+score SHORTENER_SHORT_IMG 1.901
+score SHORT_SHORTNER 2.000
score STATIC_XPRIO_OLE 0.001
-score STOX_BOUND_090909_B 2.488
+score STOX_BOUND_090909_B 2.865
score THIS_AD 1.199
score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.684
+score TO_NAME_SUBJ_NO_RDNS 2.506
score TO_NO_BRKTS_DYNIP 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 1.308
+score TO_NO_BRKTS_NORDNS_HTML 1.296
score TO_NO_BRKTS_PCNT 2.499
-score TRANSFORM_LIFE 2.500
+score TRANSFORM_LIFE 2.499
score TUMBLR_IMG_NOT_RCVD_TUMB 1.999
-score TVD_RCVD_SPACE_BRACKET 2.743
-score TVD_SPACE_ENC_FM_MIME 1.586
-score UNDISC_FREEM 3.600
+score TVD_RCVD_SPACE_BRACKET 2.888
+score UNDISC_FREEM 3.599
score UNDISC_MONEY 3.499
score UNICODE_OBFU_ASC 2.499
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.699
-score URI_GOOG_STO_SPAMMY 2.999
+score URI_GOOGLE_PROXY 2.599
+score URI_GOOG_STO_SPAMMY 2.288
score URI_IN_URI_10 3.099
-score URI_PHISH 2.182
-score URI_PHP_REDIR 3.499
+score URI_PHISH 2.185
+score URI_PHP_REDIR 3.500
score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.699
+score URI_WPADMIN 2.700
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.599
+score VFY_ACCT_NORDNS 2.593
score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 2.485
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score YOU_INHERIT 1.432
+score YOU_INHERIT 1.429
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -272,6 +270,7 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_ADDR_WS 1.000
score FROM_MISSP_PHISH 1.000
+score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -288,6 +287,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -297,6 +297,7 @@ score HTML_ENTITY_ASCII_TINY 1.0
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_SINGLET_MANY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
+score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score KHOP_HELO_FCRDNS 0.400
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -305,6 +306,7 @@ 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 MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -315,6 +317,7 @@ score MSGID_HDR_MALF 1.0
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
+score PDS_FROM_2_EMAILS 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -371,7 +374,6 @@ score VPS_NO_NTLD 1.0
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
score WORD_INVIS_MANY 1.000
-score XM_DIGITS_ONLY 1.000
score XPRIO 1.000
score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1896258&r1=1896257&r2=1896258&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Dec 22 02:46:11 2021
@@ -1,237 +1,240 @@
# Using score set 1 logs for revision 1896115 from:
# ham-net-darxus.r1896115.log ham-net-ena-week0.r1896115.log ham-net-ena-week1.r1896115.log ham-net-ena-week2.r1896115.log ham-net-ena-week3.r1896115.log ham-net-ena-week4.r1896115.log ham-net-giovanni-ham.r1896115.log ham-net-giovanni-spammy.r1896115.log ham-net-giovanni-spam.r1896115.log ham-net-grenier.r1896115.log ham-net-hege.r1896115.log ham-net-jhardin.r1896115.log ham-net-llanga.r1896115.log ham-net-mmiroslaw-mails-ham.r1896115.log ham-net-mmiroslaw-mails-spam.r1896115.log ham-net-pds.r1896115.log ham-net-spamsponge.r1896115.log ham-net-thendrikx.r1896115.log spam-net-darxus.r1896115.log spam-net-ena-week0.r1896115.log spam-net-ena-week1.r1896115.log spam-net-ena-week2.r1896115.log spam-net-ena-week3.r1896115.log spam-net-ena-week4.r1896115.log spam-net-giovanni-ham.r1896115.log spam-net-giovanni-spammy.r1896115.log spam-net-giovanni-spam.r1896115.log spam-net-grenier.r1896115.log spam-net-hege.r1896115.log spam-net-jhardin.r1896115.log spam-net-llanga.r1896115.log spam-net-
mmiroslaw-mails-ham.r1896115.log spam-net-mmiroslaw-mails-spam.r1896115.log spam-net-pds.r1896115.log spam-net-spamsponge.r1896115.log spam-net-thendrikx.r1896115.log
-score ACCT_PHISHING_MANY 3.000
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 2.399
-score ADVANCE_FEE_2_NEW_FORM 0.627
+score ADVANCE_FEE_2_NEW_FORM 0.687
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_2_NEW_MONEY 1.243
+score ADVANCE_FEE_2_NEW_MONEY 1.241
score ADVANCE_FEE_3_NEW 2.321
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.192
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.181
score ADVANCE_FEE_3_NEW_MONEY 2.599
-score ADVANCE_FEE_4_NEW 2.275
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.558
-score ADVANCE_FEE_4_NEW_MONEY 0.007
-score ADVANCE_FEE_5_NEW 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW 2.242
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.333
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.733
+score ADVANCE_FEE_5_NEW_MONEY 0.670
score AD_PREFS 0.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.800
+score BIGNUM_EMAILS_FREEM 1.674
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.959
+score BITCOIN_DEADLINE 2.955
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_MALWARE 0.196
-score BITCOIN_SPAM_02 2.224
-score BITCOIN_SPAM_05 0.594
+score BITCOIN_MALWARE 2.744
+score BITCOIN_SPAM_02 1.768
+score BITCOIN_SPAM_05 0.834
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_09 1.500
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.857
+score BODY_SINGLE_URI 1.938
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.181
+score BOGUS_MIME_VERSION 3.178
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 2.500
+score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.150
+score DEAR_BENEFICIARY 1.031
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.203
score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
score DX_TEXT_03 1.099
-score DYNAMIC_IMGUR 2.810
-score END_FUTURE_EMAILS 0.135
-score FILL_THIS_FORM 1.037
+score DYNAMIC_IMGUR 2.677
+score END_FUTURE_EMAILS 0.149
+score FACEBOOK_IMG_NOT_RCVD_FB 0.574
+score FILL_THIS_FORM 1.042
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_DOTGOV 3.499
-score FONT_INVIS_HTML_NOHTML 2.621
+score FONT_INVIS_HTML_NOHTML 1.933
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.503
-score FORGED_SPF_HELO 1.399
-score FORM_FRAUD 0.343
+score FONT_INVIS_MSGID 1.487
+score FORGED_SPF_HELO 1.499
score FORM_FRAUD_3 2.299
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FOUND_YOU 3.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 2.899
-score FROM_2_EMAILS_SHORT 1.020
-score FROM_BANK_NOAUTH 0.999
+score FROM_2_EMAILS_SHORT 0.592
+score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.700
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.545
score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
-score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.281
+score FROM_MISSP_TO_UNDISC 1.689
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.567
+score FROM_MISSP_XPRIO 0.001
score FROM_MULTI_NORDNS 1.889
-score FROM_NEWDOM_BTC 1.999
+score FROM_NEWDOM_BTC 1.377
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.461
-score FSL_BULK_SIG 1.773
+score FROM_SUSPICIOUS_NTLD_FP 0.397
+score FSL_BULK_SIG 1.812
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 2.899
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.509
-score FUZZY_BTC_WALLET 1.166
+score FUZZY_AMAZON 2.199
+score FUZZY_BITCOIN 2.362
+score FUZZY_BTC_WALLET 0.384
score FUZZY_WALLET 2.799
score GAPPY_LOW_CONTRAST 2.499
score GB_FAKE_RF_SHORT 0.001
-score GB_FREEMAIL_DISPTO 0.500
+score GB_FREEMAIL_DISPTO 0.499
score GOOG_REDIR_NORDNS 2.899
-score GOOG_REDIR_SHORT 3.100
+score GOOG_REDIR_SHORT 3.199
score GOOG_STO_EMAIL_PHISH 2.999
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.803
-score HDRS_LCASE_IMGONLY 0.100
+score HAS_X_OUTGOING_SPAM_STAT 0.798
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.824
+score HDR_ORDER_FTSDMCXX_DIRECT 1.692
+score HDR_ORDER_FTSDMCXX_NORDNS 1.852
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.813
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.504
-score HK_SCAM 0.870
+score HK_RANDOM_ENVFROM 0.795
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.499
+score HK_SCAM 0.937
score HK_WIN 0.001
-score HOSTED_IMG_DIRECT_MX 1.706
+score HOSTED_IMG_DIRECT_MX 0.487
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI_PUB_01 2.994
-score HTML_ENTITY_ASCII 2.727
-score HTML_FONT_TINY_NORDNS 1.790
+score HOSTED_IMG_MULTI_PUB_01 2.993
+score HTML_ENTITY_ASCII 0.738
+score HTML_FONT_TINY_NORDNS 1.703
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 0.001
score HTML_TAG_BALANCE_CENTER 2.999
-score HTML_TEXT_INVISIBLE_FONT 0.950
-score HTML_TEXT_INVISIBLE_STYLE 0.922
+score HTML_TEXT_INVISIBLE_FONT 0.965
+score HTML_TEXT_INVISIBLE_STYLE 1.019
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.399
-score LONGLN_LOW_CONTRAST 0.959
-score LONG_HEX_URI 0.219
+score KHOP_HELO_FCRDNS 0.400
+score LONGLN_LOW_CONTRAST 1.109
+score LONG_HEX_URI 0.205
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.968
+score LONG_INVISIBLE_TEXT 1.050
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.949
-score MALWARE_NORDNS 2.039
+score LOTTO_DEPT 0.346
+score MALWARE_NORDNS 0.851
score MANY_SPAN_IN_TEXT 2.199
-score MILLION_HUNDRED 0.147
-score MIMEOLE_DIRECT_TO_MX 0.921
-score MIXED_AREA_CASE 0.995
-score MIXED_CENTER_CASE 0.505
-score MIXED_ES 2.597
+score MILLION_HUNDRED 0.034
+score MIMEOLE_DIRECT_TO_MX 1.999
+score MIXED_AREA_CASE 0.506
+score MIXED_CENTER_CASE 1.297
+score MIXED_ES 2.515
score MIXED_FONT_CASE 2.499
-score MIXED_HREF_CASE 0.875
-score MIXED_IMG_CASE 1.652
-score MONEY_ATM_CARD 0.489
+score MIXED_HREF_CASE 0.001
+score MIXED_IMG_CASE 0.481
+score MONEY_ATM_CARD 0.744
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.500
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 1.960
-score MONEY_FRAUD_8 2.899
+score MONEY_FRAUD_5 2.183
+score MONEY_FRAUD_8 2.799
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 1.315
-score MONEY_FROM_MISSP 1.869
+score MONEY_FROM_41 1.318
+score MONEY_FROM_MISSP 1.712
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.695
-score NA_DOLLARS 1.242
-score NICE_REPLY_A -2.012
-score NORDNS_LOW_CONTRAST 0.001
+score NAME_EMAIL_DIFF 2.596
+score NA_DOLLARS 1.255
+score NICE_REPLY_A -0.694
+score NORDNS_LOW_CONTRAST 0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.091
-score OBFU_BITCOIN 2.283
-score OBFU_TEXT_ATTACH 0.668
-score ODD_FREEM_REPTO 2.492
+score NSL_RCVD_HELO_USER 1.679
+score OBFU_BITCOIN 2.999
+score OBFU_TEXT_ATTACH 0.001
+score ODD_FREEM_REPTO 2.493
score ONLINE_MKTG_CNSLT 2.499
-score PDS_BTC_ID 0.499
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
-score PDS_CPANEL_PORT_SPOOFEDURL 0.500
+score PDS_CPANEL_PORT_SPOOFEDURL 0.499
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.401
-score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 1.455
+score PDS_FROM_2_EMAILS 0.489
+score PDS_FROM_NAME_TO_DOMAIN 1.947
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_PHP_EVAL 1.442
+score PDS_RDNS_DYNAMIC_FP 0.010
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TO_EQ_FROM_NAME 0.574
+score PDS_TO_EQ_FROM_NAME 1.099
score PHP_ORIG_SCRIPT 2.499
-score PHP_ORIG_SCRIPT_EVAL 2.900
+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 2.999
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.639
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 2.539
score REPLYTO_EMPTY 2.699
-score REPTO_419_FRAUD_GM 0.928
+score REPTO_419_FRAUD_GM 0.935
score SCRIPT_GIBBERISH 2.699
-score SENDGRID_REDIR 0.409
-score SERGIO_SUBJECT_VIAGRA01 2.170
+score SENDGRID_REDIR 0.018
+score SERGIO_SUBJECT_VIAGRA01 3.680
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.299
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.286
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 1.540
-score SPOOF_GMAIL_MID 1.055
+score SPOOFED_FREEMAIL 1.163
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 1.669
+score SPOOF_GMAIL_MID 1.164
score STATIC_XPRIO_OLE 0.001
-score STOX_BOUND_090909_B 1.363
+score STOX_BOUND_090909_B 0.835
score THIS_AD 0.699
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 1.685
-score TO_NO_BRKTS_DYNIP 0.001 # force non-zero
-score TO_NO_BRKTS_FROM_MSSP 2.451
-score TO_NO_BRKTS_HTML_IMG 1.821
+score TO_NAME_SUBJ_NO_RDNS 1.451
+score TO_NO_BRKTS_DYNIP 0.001
+score TO_NO_BRKTS_FROM_MSSP 2.346
+score TO_NO_BRKTS_HTML_IMG 1.820
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_NORDNS_HTML 0.001
-score TO_NO_BRKTS_PCNT 1.572
+score TO_NO_BRKTS_PCNT 2.377
score TRANSFORM_LIFE 2.499
-score TUMBLR_IMG_NOT_RCVD_TUMB 1.034
-score TVD_RCVD_SPACE_BRACKET 2.865
-score UNDISC_FREEM 3.099
-score UNDISC_MONEY 3.099
+score TUMBLR_IMG_NOT_RCVD_TUMB 1.310
+score TVD_RCVD_SPACE_BRACKET 2.521
+score UNDISC_FREEM 3.100
+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 2.185
-score URI_IN_URI_10 2.599
-score URI_ONLY_MSGID_MALF 2.000
-score URI_PHISH 2.635
-score URI_PHP_REDIR 3.276
-score URI_TRY_3LD 1.635
+score URI_FIREBASEAPP 3.000
+score URI_GOOGLE_PROXY 2.117
+score URI_IN_URI_10 2.699
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 2.617
+score URI_PHP_REDIR 3.497
+score URI_TRY_3LD 1.654
score URI_WPADMIN 2.399
-score URI_WP_DIRINDEX 2.706
+score URI_WP_DIRINDEX 3.375
score URI_WP_HACKED 3.500
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.600
+score XM_DIGITS_ONLY 1.657
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.001
-score YOU_INHERIT 1.525
+score XPRIO 0.001 # force non-zero
+score YOU_INHERIT 1.616
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -276,11 +279,11 @@ score DOTGOV_IMAGE 1.0
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENCRYPTED_MESSAGE -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_NORDNS 1.000
score FONT_INVIS_POSTEXTRAS 1.000
+score FORM_FRAUD 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_ADDR_WS 1.000
@@ -376,7 +379,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
-score TVD_SPACE_ENC_FM_MIME 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1896258&r1=1896257&r2=1896258&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Dec 22 02:46:11 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 320247 41.010% (99.725% of non-spam corpus)
-# Correctly spam: 350298 44.858% (76.190% of spam corpus)
-# False positives: 882 0.113% (0.275% of nonspam, 40549 weighted)
-# False negatives: 109471 14.019% (23.810% of spam, 207091 weighted)
-# Average score for spam: 9.2 nonspam: 0.4
-# Average for false-pos: 6.4 false-neg: 1.9
-# TOTAL: 780898 100.00%
+# Correctly non-spam: 320565 40.834% (99.710% of non-spam corpus)
+# Correctly spam: 360342 45.901% (77.736% of spam corpus)
+# False positives: 932 0.119% (0.290% of nonspam, 42769 weighted)
+# False negatives: 103201 13.146% (22.264% of spam, 171932 weighted)
+# Average score for spam: 9.2 nonspam: 0.5
+# Average for false-pos: 6.4 false-neg: 1.7
+# TOTAL: 785040 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39850 99.67%
-# Correctly spam: 44619 77.85%
-# False positives: 131 0.33%
-# False negatives: 12698 22.15%
-# TCR(l=50): 2.977816 SpamRecall: 77.846% SpamPrec: 99.707%
+# Correctly non-spam: 39910 99.70%
+# Correctly spam: 45005 77.84%
+# False positives: 122 0.30%
+# False negatives: 12813 22.16%
+# TCR(l=50): 3.057051 SpamRecall: 77.839% SpamPrec: 99.730%
##### 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: 311839 97.11%
-# Correctly spam: 248057 53.95%
-# False positives: 9290 2.89%
-# False negatives: 211712 46.05%
-# TCR(l=50): 0.679918 SpamRecall: 53.953% SpamPrec: 96.390%
+# Correctly non-spam: 312295 97.14%
+# Correctly spam: 250355 54.01%
+# False positives: 9202 2.86%
+# False negatives: 213188 45.99%
+# TCR(l=50): 0.688477 SpamRecall: 54.009% SpamPrec: 96.455%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 38813 97.08%
-# Correctly spam: 31103 54.26%
-# False positives: 1168 2.92%
-# False negatives: 26214 45.74%
-# TCR(l=50): 0.677394 SpamRecall: 54.265% SpamPrec: 96.381%
+# Correctly non-spam: 38897 97.16%
+# Correctly spam: 31304 54.14%
+# False positives: 1135 2.84%
+# False negatives: 26514 45.86%
+# TCR(l=50): 0.694394 SpamRecall: 54.142% SpamPrec: 96.501%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1896258&r1=1896257&r2=1896258&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Dec 22 02:46:11 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 309793 56.600% (99.706% of non-spam corpus)
-# Correctly spam: 197425 36.070% (83.431% of spam corpus)
-# False positives: 915 0.167% (0.294% of nonspam, 50360 weighted)
-# False negatives: 39209 7.164% (16.569% of spam, 68011 weighted)
-# Average score for spam: 17.4 nonspam: -0.8
+# Correctly non-spam: 309788 56.599% (99.704% of non-spam corpus)
+# Correctly spam: 197462 36.077% (83.447% of spam corpus)
+# False positives: 920 0.168% (0.296% of nonspam, 50509 weighted)
+# False negatives: 39171 7.157% (16.553% of spam, 67936 weighted)
+# Average score for spam: 17.5 nonspam: -0.7
# Average for false-pos: 7.2 false-neg: 1.7
-# TOTAL: 547342 100.00%
+# TOTAL: 547341 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 38635 99.69%
-# Correctly spam: 24667 83.31%
+# Correctly spam: 24630 83.18%
# False positives: 121 0.31%
-# False negatives: 4943 16.69%
-# TCR(l=50): 2.693532 SpamRecall: 83.306% SpamPrec: 99.512%
+# False negatives: 4980 16.82%
+# TCR(l=50): 2.684497 SpamRecall: 83.181% SpamPrec: 99.511%
##### 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: 309835 99.72%
-# Correctly spam: 168625 71.26%
+# Correctly spam: 168600 71.25%
# False positives: 873 0.28%
-# False negatives: 68009 28.74%
-# TCR(l=50): 2.119256 SpamRecall: 71.260% SpamPrec: 99.485%
+# False negatives: 68033 28.75%
+# TCR(l=50): 2.118792 SpamRecall: 71.250% SpamPrec: 99.485%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 38625 99.66%
-# Correctly spam: 21057 71.11%
+# Correctly spam: 21095 71.24%
# False positives: 131 0.34%
-# False negatives: 8553 28.89%
-# TCR(l=50): 1.960538 SpamRecall: 71.114% SpamPrec: 99.382%
+# False negatives: 8515 28.76%
+# TCR(l=50): 1.965483 SpamRecall: 71.243% SpamPrec: 99.383%