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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/03/05 02:39:26 UTC
svn commit: r1908073 [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=1908073&r1=1908072&r2=1908073&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Mar 5 02:39:25 2023
@@ -1,174 +1,176 @@
-# Using score set 0 logs for revision 1907959 from:
-# ham-ena-week2.r1907959.log ham-ena-week3.r1907959.log ham-ena-week4.r1907959.log ham-giovanni-ham.r1907959.log ham-giovanni-spammy.r1907959.log ham-giovanni-spam.r1907959.log ham-grenier.r1907959.log ham-hege.r1907959.log ham-llanga.r1907959.log ham-mmiroslaw-mails-ham.r1907959.log ham-mmiroslaw-mails-spam.r1907959.log ham-spamsponge.r1907959.log ham-thendrikx.r1907959.log ham-tsz-spam-corpus.r1907959.log spam-ena-week2.r1907959.log spam-ena-week3.r1907959.log spam-ena-week4.r1907959.log spam-giovanni-ham.r1907959.log spam-giovanni-spammy.r1907959.log spam-giovanni-spam.r1907959.log spam-grenier.r1907959.log spam-hege.r1907959.log spam-llanga.r1907959.log spam-mmiroslaw-mails-ham.r1907959.log spam-mmiroslaw-mails-spam.r1907959.log spam-spamsponge.r1907959.log spam-thendrikx.r1907959.log spam-tsz-spam-corpus.r1907959.log
+# Using score set 0 logs for revision 1908012 from:
+# ham-ena-week3.r1908012.log ham-ena-week4.r1908012.log ham-giovanni-ham.r1908012.log ham-giovanni-spammy.r1908012.log ham-giovanni-spam.r1908012.log ham-grenier.r1908012.log ham-hege.r1908012.log ham-llanga.r1908012.log ham-mmiroslaw-mails-ham.r1908012.log ham-mmiroslaw-mails-spam.r1908012.log ham-spamsponge.r1908012.log ham-thendrikx.r1908012.log ham-tsz-spam-corpus.r1908012.log spam-ena-week3.r1908012.log spam-ena-week4.r1908012.log spam-giovanni-ham.r1908012.log spam-giovanni-spammy.r1908012.log spam-giovanni-spam.r1908012.log spam-grenier.r1908012.log spam-hege.r1908012.log spam-llanga.r1908012.log spam-mmiroslaw-mails-ham.r1908012.log spam-mmiroslaw-mails-spam.r1908012.log spam-spamsponge.r1908012.log spam-thendrikx.r1908012.log spam-tsz-spam-corpus.r1908012.log
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 2.500
-score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.744
-score ADVANCE_FEE_4_NEW_MONEY 2.296
-score ADVANCE_FEE_5_NEW 1.002
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.579
-score ADVANCE_FEE_5_NEW_MONEY 0.716
-score AD_PREFS 0.267
+score ADVANCE_FEE_3_NEW_MONEY 2.399
+score ADVANCE_FEE_4_NEW 2.199
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 2.485
+score ADVANCE_FEE_5_NEW 2.199
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.592
+score ADVANCE_FEE_5_NEW_MONEY 2.136
+score AD_PREFS 0.366
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score AXB_X_FF_SEZ_S 2.799
-score BIGNUM_EMAILS_FREEM 2.466
-score BITCOIN_DEADLINE 1.255
-score BITCOIN_EXTORT_01 4.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_X_FF_SEZ_S 2.700
+score BITCOIN_DEADLINE 1.500
+score BITCOIN_EXTORT_01 4.500
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_MALWARE 1.534
-score BITCOIN_SPAM_02 0.256
-score BITCOIN_XPRIO 0.001
+score BITCOIN_MALWARE 2.094
+score BITCOIN_SPAM_02 0.001
+score BITCOIN_XPRIO 0.234
score BITCOIN_YOUR_INFO 3.000
-score BODY_URI_ONLY 1.157
+score BODY_SINGLE_URI 1.004
+score BODY_URI_ONLY 1.154
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 1.000
-score DEAR_BENEFICIARY 2.900
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
-score FILL_THIS_FORM 0.800
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 0.699
+score ENCRYPTED_MESSAGE -1.000
+score END_FUTURE_EMAILS 2.499
+score FILL_THIS_FORM 0.899
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 1.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_POSTEXTRAS 0.535
+score FONT_INVIS_LONG_LINE 1.286
+score FONT_INVIS_MSGID 1.155
+score FONT_INVIS_POSTEXTRAS 0.002
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.001
+score FORM_FRAUD_3 0.001 # force non-zero
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
score FROM_MISSPACED 1.999
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_MSFT 1.919
-score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 2.000
+score FROM_MISSP_FREEMAIL 2.699
+score FROM_MISSP_MSFT 0.601
+score FROM_MISSP_REPLYTO 1.199
+score FROM_MISSP_USER 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.300
+score FROM_UNBAL1 2.299
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.799
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
score FUZZY_IMPORTANT 3.799
-score FUZZY_WALLET 1.789
-score GB_BITCOIN_CP 2.799
+score FUZZY_WALLET 1.799
+score GB_BITCOIN_CP 2.977
score GB_CUSTOM_HTM_URI 1.499
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.498
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.500
-score HDR_ORDER_FTSDMCXX_DIRECT 1.261
+score GOOG_STO_NOIMG_HTML 3.000
+score HAS_X_OUTGOING_SPAM_STAT 0.502
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.499
+score HDR_ORDER_FTSDMCXX_DIRECT 0.865
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_ENVFROM 0.387
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.001 # force non-zero
-score HOSTED_IMG_MULTI_PUB_01 3.000
+score HOSTED_IMG_DIRECT_MX 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.882
-score HTML_OFF_PAGE 2.498
+score HTML_FONT_TINY_NORDNS 1.850
+score HTML_OFF_PAGE 1.932
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.199
-score HTML_TEXT_INVISIBLE_FONT 1.400
-score HTML_TEXT_INVISIBLE_STYLE 2.200
+score HTML_TAG_BALANCE_CENTER 2.899
+score HTML_TEXT_INVISIBLE_FONT 1.402
+score HTML_TEXT_INVISIBLE_STYLE 2.050
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.400
+score KHOP_FAKE_EBAY 0.899
+score KHOP_HELO_FCRDNS 0.399
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.397
+score LONG_IMG_URI 0.568
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 2.834
-score MALWARE_PASSWORD 1.151
-score MALW_ATTACH 2.299
+score LOTTO_DEPT 0.001
+score MALWARE_NORDNS 0.937
+score MALWARE_PASSWORD 2.970
+score MALW_ATTACH 2.199
score MANY_SPAN_IN_TEXT 2.499
-score MILLION_HUNDRED 0.001
-score MILLION_USD 2.000
+score MILLION_HUNDRED 0.595
+score MILLION_USD 1.212
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_ES 1.799
-score MONEY_ATM_CARD 0.001 # force non-zero
+score MONEY_ATM_CARD 0.001
+score MONEY_BARRISTER 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.045
-score MONEY_FRAUD_5 2.699
-score MONEY_FRAUD_8 0.458
+score MONEY_FRAUD_3 2.573
+score MONEY_FRAUD_5 2.503
+score MONEY_FRAUD_8 1.240
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.173
-score NA_DOLLARS 0.001
-score NICE_REPLY_A -0.001 # force non-zero
+score MONEY_FROM_MISSP 1.322
+score MSMAIL_PRI_ABNORMAL 0.209
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -0.001
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.768
-score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.701
-score PDS_BAD_THREAD_QP_64 0.999
+score NUMBERONLY_BITCOIN_EXP 1.999
+score OBFU_TEXT_ATTACH 0.046
+score ODD_FREEM_REPTO 2.999
+score PDS_BAD_THREAD_QP_64 0.001
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.001
+score PDS_BTC_NTLD 0.789
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.499
-score PDS_FROM_2_EMAILS_SHRTNER 0.198
-score PDS_NAKED_TO_NUMERO 0.001
+score PDS_EMPTYSUBJ_URISHRT 1.477
+score PDS_FROM_2_EMAILS_SHRTNER 0.605
+score PDS_NAKED_TO_NUMERO 1.996
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PHP_ORIG_SCRIPT 1.994
+score PHP_ORIG_SCRIPT 2.347
score PHP_SCRIPT 2.499
-score POSSIBLE_GMAIL_PHISHER 1.398
+score POSSIBLE_GMAIL_PHISHER 1.382
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
score SCC_ISEMM_LID_1B 1.499
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.288
-score SHORT_SHORTNER 2.000
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.004
-score STOX_BOUND_090909_B 1.831
+score STATIC_XPRIO_OLE 0.001
+score STOX_BOUND_090909_B 1.674
score SUSP_UTF8_WORD_SUBJ 2.000
-score THIS_AD 1.492
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score THIS_AD 2.400
+score TO_NAME_SUBJ_NO_RDNS 2.605
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_HTML_ONLY 2.000
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_PH_7 2.199
score UNDISC_FREEM 2.999
-score UNDISC_MONEY 3.199
+score UNDISC_MONEY 2.748
score URI_GOOGLE_PROXY 1.799
-score URI_ONLY_MSGID_MALF 1.525
score URI_PHISH 3.999
-score URI_TRY_3LD 1.801
+score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.500
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.798
-score WORD_INVIS 0.241
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.538
-score XM_RANDOM 1.852
+score VFY_ACCT_NORDNS 2.622
+score WORD_INVIS 1.576
+score WORD_INVIS_MANY 3.000
+score XFER_LOTSA_MONEY 0.541
+score XM_RANDOM 1.352
score XM_RECPTID 2.999
-score XPRIO 0.589
-score XPRIO_URL_SHORTNER 0.957
-score YOU_INHERIT 0.392
+score XPRIO 0.397
+score XPRIO_URL_SHORTNER 0.523
+score YOU_INHERIT 0.926
score ACCT_PHISHING_MANY 1.000
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
@@ -188,6 +190,7 @@ 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_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
@@ -258,6 +261,7 @@ score HK_WIN 1.0
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_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
@@ -347,6 +351,7 @@ score URI_GOOG_STO_SPAMMY 3.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1908073&r1=1908072&r2=1908073&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Mar 5 02:39:25 2023
@@ -1,182 +1,213 @@
-# Using score set 1 logs for revision 1907866 from:
-# ham-net-ena-week2.r1907866.log ham-net-ena-week3.r1907866.log ham-net-ena-week4.r1907866.log ham-net-giovanni-ham.r1907866.log ham-net-giovanni-spammy.r1907866.log ham-net-giovanni-spam.r1907866.log ham-net-hege.r1907866.log ham-net-llanga.r1907866.log ham-net-mmiroslaw-mails-ham.r1907866.log ham-net-mmiroslaw-mails-spam.r1907866.log ham-net-spamsponge.r1907866.log ham-net-thendrikx.r1907866.log ham-net-tsz-spam-corpus.r1907866.log spam-net-ena-week2.r1907866.log spam-net-ena-week3.r1907866.log spam-net-ena-week4.r1907866.log spam-net-giovanni-ham.r1907866.log spam-net-giovanni-spammy.r1907866.log spam-net-giovanni-spam.r1907866.log spam-net-hege.r1907866.log spam-net-llanga.r1907866.log spam-net-mmiroslaw-mails-ham.r1907866.log spam-net-mmiroslaw-mails-spam.r1907866.log spam-net-spamsponge.r1907866.log spam-net-thendrikx.r1907866.log spam-net-tsz-spam-corpus.r1907866.log
+# Using score set 1 logs for revision 1908044 from:
+# ham-net-ena-week3.r1908044.log ham-net-ena-week4.r1908044.log ham-net-giovanni-ham.r1908044.log ham-net-giovanni-spammy.r1908044.log ham-net-giovanni-spam.r1908044.log ham-net-grenier.r1908044.log ham-net-hege.r1908044.log ham-net-mmiroslaw-mails-ham.r1908044.log ham-net-mmiroslaw-mails-spam.r1908044.log ham-net-spamsponge.r1908044.log ham-net-thendrikx.r1908044.log ham-net-tsz-spam-corpus.r1908044.log spam-net-ena-week3.r1908044.log spam-net-ena-week4.r1908044.log spam-net-giovanni-ham.r1908044.log spam-net-giovanni-spammy.r1908044.log spam-net-giovanni-spam.r1908044.log spam-net-grenier.r1908044.log spam-net-hege.r1908044.log spam-net-mmiroslaw-mails-ham.r1908044.log spam-net-mmiroslaw-mails-spam.r1908044.log spam-net-spamsponge.r1908044.log spam-net-thendrikx.r1908044.log spam-net-tsz-spam-corpus.r1908044.log
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
+score AC_FROM_MANY_DOTS 1.544
score AC_HTML_NONSENSE_TAGS 1.999
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 2.599
-score ADVANCE_FEE_4_NEW 2.499
+score ADVANCE_FEE_3_NEW_MONEY 2.399
+score ADVANCE_FEE_4_NEW 2.199
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.499
-score ADVANCE_FEE_5_NEW 1.097
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.840
-score AD_PREFS 0.418
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score AXB_X_FF_SEZ_S 2.017
-score BIGNUM_EMAILS_FREEM 1.622
-score BITCOIN_DEADLINE 0.001 # force non-zero
-score BITCOIN_EXTORT_01 1.165
-score BITCOIN_MALF_HTML 3.499
-score BITCOIN_MALWARE 1.546
-score BITCOIN_SPAM_02 1.395
-score BITCOIN_SPAM_05 2.495
+score ADVANCE_FEE_5_NEW 0.821
+score ADVANCE_FEE_5_NEW_FRM_MNY 2.202
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.097
+score AMAZON_IMG_NOT_RCVD_AMZN 1.845
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_X_FF_SEZ_S 1.196
+score BIGNUM_EMAILS_FREEM 0.384
+score BITCOIN_DEADLINE 1.449
+score BITCOIN_EXTORT_01 0.941
+score BITCOIN_MALF_HTML 3.084
+score BITCOIN_MALWARE 2.501
+score BITCOIN_SPAM_02 0.001
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_04 0.184
+score BITCOIN_SPAM_05 2.475
+score BITCOIN_SPAM_09 1.092
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.564
-score BODY_URI_ONLY 2.129
-score CK_HELO_GENERIC 0.037
-score CONTENT_AFTER_HTML_WEAK 1.500
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.235
+score BITCOIN_YOUR_INFO 1.481
+score BODY_SINGLE_URI 0.302
+score BODY_URI_ONLY 1.654
+score CK_HELO_GENERIC 0.001
+score CTE_8BIT_MISMATCH 0.163
+score DEAR_BENEFICIARY 0.001
+score DKIMWL_BL 1.295
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 1.799
+score DKIMWL_WL_MEDHI -0.263
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
-score FILL_THIS_FORM 0.001
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.551
+score FILL_THIS_FORM 1.223
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 1.990
-score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 0.122
-score FORGED_SPF_HELO 0.474
+score FONT_INVIS_LONG_LINE 0.726
+score FONT_INVIS_MSGID 1.438
+score FONT_INVIS_POSTEXTRAS 1.896
+score FORGED_SPF_HELO 0.001 # force non-zero
score FORM_FRAUD 1.000
-score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM14 0.001
+score FROM_ADDR_WS 2.349
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.999
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_REPLYTO 2.350
+score FROM_GOV_DKIM_AU -0.766
+score FROM_MISSPACED 1.601
+score FROM_MISSP_EH_MATCH 1.399
+score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_REPLYTO 0.901
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_PAYPAL_SPOOF 0.123
+score FROM_MISSP_USER 0.001
+score FROM_PAYPAL_SPOOF 1.451
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_UNBAL1 2.399
-score FSL_BULK_SIG 0.001
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_UNBAL1 2.299
+score FSL_BULK_SIG 0.815
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HAS_TINYURL 2.699
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 0.001 # force non-zero
-score FUZZY_IMPORTANT 3.591
-score GB_BITCOIN_CP 2.999
+score FUZZY_IMPORTANT 0.633
+score FUZZY_WALLET 0.078
+score GB_BITCOIN_CP 0.598
+score GB_BITCOIN_NH 1.980
score GB_CUSTOM_HTM_URI 0.001
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 2.256
+score GB_HASHBL_BTC 0.504
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.899
-score GOOG_STO_NOIMG_HTML 2.950
+score GOOG_REDIR_NORDNS 2.900
+score GOOG_STO_IMG_NOHTML 2.500
+score GOOG_STO_NOIMG_HTML 2.949
score HAS_X_OUTGOING_SPAM_STAT 0.001
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 1.708
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDRS_MISSP 0.718
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.129
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.468
-score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HEXHASH_WORD 1.973
+score HK_LOTTO 0.120
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 1.716
+score HOSTED_IMG_DIRECT_MX 2.707
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.881
-score HTML_TEXT_INVISIBLE_STYLE 1.724
+score HTML_FONT_TINY_NORDNS 1.823
+score HTML_SINGLET_MANY 2.455
+score HTML_TAG_BALANCE_CENTER 2.799
+score HTML_TEXT_INVISIBLE_FONT 1.111
+score HTML_TEXT_INVISIBLE_STYLE 1.207
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.001
+score KHOP_HELO_FCRDNS 0.399
+score LONG_HEX_URI 2.870
+score LONG_IMG_URI 2.472
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.735
-score MALWARE_NORDNS 0.957
+score LOTTO_AGENT 1.011
+score LOTTO_DEPT 0.001
+score MALWARE_NORDNS 2.591
+score MALWARE_PASSWORD 3.499
score MALW_ATTACH 2.299
-score MANY_SPAN_IN_TEXT 2.499
-score MILLION_HUNDRED 0.001
-score MILLION_USD 1.988
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIXED_ES 1.899
+score MANY_SPAN_IN_TEXT 2.399
+score MILLION_HUNDRED 1.738
+score MILLION_USD 0.994
+score MIMEOLE_DIRECT_TO_MX 0.001
+score MIXED_CENTER_CASE 1.596
+score MIXED_ES 1.999
+score MIXED_HREF_CASE 0.487
+score MIXED_IMG_CASE 2.274
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.951
-score MONEY_FRAUD_5 0.289
-score MONEY_FRAUD_8 0.001 # force non-zero
-score MONEY_FREEMAIL_REPTO 0.001
-score MSMAIL_PRI_ABNORMAL 0.707
+score MONEY_BARRISTER 0.480
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 1.078
+score MONEY_FRAUD_3 1.185
+score MONEY_FRAUD_5 1.406
+score MONEY_FRAUD_8 2.037
+score MONEY_FREEMAIL_REPTO 1.109
+score MONEY_FROM_MISSP 0.001
+score MSMAIL_PRI_ABNORMAL 1.067
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.095
-score NORDNS_LOW_CONTRAST 0.001
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 1.152
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 1.067
-score OBFU_TEXT_ATTACH 1.303
-score ODD_FREEM_REPTO 2.524
+score NSL_RCVD_HELO_USER 2.259
+score NUMBERONLY_BITCOIN_EXP 1.999
+score OBFU_TEXT_ATTACH 0.898
+score ODD_FREEM_REPTO 2.557
score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.177
-score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.855
-score PDS_EMPTYSUBJ_URISHRT 1.500
-score PDS_HELO_SPF_FAIL 1.045
-score PDS_NAKED_TO_NUMERO 1.383
-score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
+score PDS_BTC_ID 0.292
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_NTLD 0.027
+score PDS_EMPTYSUBJ_URISHRT 1.419
+score PDS_FROM_2_EMAILS_SHRTNER 1.445
+score PDS_HELO_SPF_FAIL 1.999
+score PDS_NAKED_TO_NUMERO 1.149
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_PHP_EVAL 1.499
+score PDS_RDNS_DYNAMIC_FP 0.010
score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 0.197
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.001
-score PHP_ORIG_SCRIPT 0.352
-score PHP_SCRIPT 2.499
+score PDS_TINYSUBJ_URISHRT 1.356
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PHP_ORIG_SCRIPT 1.351
+score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_SCRIPT 2.398
+score POSSIBLE_GMAIL_PHISHER 0.694
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.001
+score RATWARE_NO_RDNS 1.897
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_ISEMM_LID_1B 1.499
score SENDGRID_REDIR 1.068
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.380
-score SHORT_SHORTNER 1.999
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.298
+score SHORT_SHORTNER 1.108
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 0.001
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOFED_FREEM_REPTO_CHN 1.215
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.907
-score STOX_BOUND_090909_B 0.082
+score STATIC_XPRIO_OLE 1.865
+score STOX_BOUND_090909_B 0.001
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.729
+score THIS_AD 1.262
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NAME_SUBJ_NO_RDNS 0.950
+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 1.874
-score TO_NO_BRKTS_PCNT 0.304
+score TO_NO_BRKTS_MSFT 0.546
+score TO_NO_BRKTS_NORDNS_HTML 1.370
+score TO_NO_BRKTS_PCNT 2.500
score TVD_PH_7 2.299
-score UNDISC_FREEM 2.999
-score UNDISC_MONEY 3.100
-score URI_DOTEDU 1.713
-score URI_GOOGLE_PROXY 1.799
-score URI_PHISH 3.631
-score URI_TRY_3LD 1.668
+score TVD_SUBJ_APPR_LOAN 2.200
+score UNDISC_FREEM 2.899
+score UNDISC_MONEY 1.979
+score UNICODE_OBFU_ASC 2.499
+score URI_DOTEDU 1.678
+score URI_GOOGLE_PROXY 1.599
+score URI_OPTOUT_3LD 2.000
+score URI_PHISH 3.627
+score URI_TRY_3LD 1.667
+score URI_WPADMIN 2.299
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 3.000
-score WORD_INVIS 2.154
+score VFY_ACCT_NORDNS 2.999
+score WORD_INVIS 0.504
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.999
-score XM_RANDOM 0.001
-score XM_RECPTID 2.999
-score XPRIO 0.001
-score XPRIO_URL_SHORTNER 0.918
-score YOU_INHERIT 1.094
+score XFER_LOTSA_MONEY 0.498
+score XM_RANDOM 2.302
+score XM_RECPTID 1.602
+score XPRIO 0.001 # force non-zero
+score XPRIO_URL_SHORTNER 0.999
+score YOU_INHERIT 1.345
score ACCT_PHISHING_MANY 1.000
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -203,12 +234,9 @@ score BITCOIN_OBFU_SUBJ 1.0
score BITCOIN_ONAN 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
-score BITCOIN_SPAM_03 1.000
-score BITCOIN_SPAM_04 1.000
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
@@ -221,16 +249,14 @@ 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 1.000
+score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
-score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 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
@@ -242,6 +268,7 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_FMBLA_NEWDOM 1.000
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_GOV_SPOOF 1.000
score FROM_NEWDOM_BTC 1.000
@@ -249,7 +276,6 @@ score FROM_NTLD_LINKBAIT 1.0
score FROM_NTLD_REPLY_FREEMAIL 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
-score GB_BITCOIN_NH 1.000
score GB_FAKE_RF_SHORT 1.000
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
@@ -265,15 +291,16 @@ 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_HTML 1.000
-score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HEXHASH_WORD 1.000
+score HDRS_LCASE 0.100
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
+score HOSTED_IMG_FREEM 1.000
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII_TINY 1.000
+score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
@@ -283,14 +310,9 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
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
score MIXED_FONT_CASE 1.000
-score MIXED_HREF_CASE 1.000
-score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
@@ -302,13 +324,10 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
-score PDS_PHP_EVAL 1.000
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 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
@@ -340,7 +359,6 @@ score SENDGRID_REDIR_PHISH 1.0
score SEO_SUSP_NTLD 1.000
score SHORTENER_SHORT_IMG 1.000
score SHORT_IMG_SUSP_NTLD 1.000
-score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SUBJ_BRKN_WORDNUMS 1.000
@@ -353,7 +371,6 @@ score TO_EQ_FM_DIRECT_MX 1.0
score TO_IN_SUBJ 0.100
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
-score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
@@ -367,11 +384,9 @@ score URI_HEX_IP 1.0
score URI_IMG_WP_REDIR 1.000
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
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1908073&r1=1908072&r2=1908073&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Mar 5 02:39:25 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 291459 79.397% (99.524% of non-spam corpus)
-# Correctly spam: 49064 13.366% (66.087% of spam corpus)
-# False positives: 1393 0.379% (0.476% of nonspam, 10884 weighted)
-# False negatives: 25177 6.858% (33.913% of spam, 33162 weighted)
-# Average score for spam: 8.6 nonspam: 0.7
-# Average for false-pos: 6.2 false-neg: 1.3
-# TOTAL: 367093 100.00%
+# Correctly non-spam: 289533 79.488% (99.528% of non-spam corpus)
+# Correctly spam: 48298 13.260% (65.852% of spam corpus)
+# False positives: 1372 0.377% (0.472% of nonspam, 12027 weighted)
+# False negatives: 25045 6.876% (34.148% of spam, 33398 weighted)
+# Average score for spam: 8.5 nonspam: 0.7
+# Average for false-pos: 7.0 false-neg: 1.3
+# TOTAL: 364248 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36402 99.56%
-# Correctly spam: 6172 65.91%
-# False positives: 162 0.44%
-# False negatives: 3192 34.09%
-# TCR(l=50): 0.829260 SpamRecall: 65.912% SpamPrec: 97.442%
+# Correctly non-spam: 36192 99.57%
+# Correctly spam: 6109 66.09%
+# False positives: 156 0.43%
+# False negatives: 3135 33.91%
+# TCR(l=50): 0.845359 SpamRecall: 66.086% SpamPrec: 97.510%
##### 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: 286711 97.90%
-# Correctly spam: 35654 48.02%
-# False positives: 6141 2.10%
-# False negatives: 38587 51.98%
-# TCR(l=50): 0.214795 SpamRecall: 48.025% SpamPrec: 85.307%
+# Correctly non-spam: 284894 97.93%
+# Correctly spam: 35078 47.83%
+# False positives: 6011 2.07%
+# False negatives: 38265 52.17%
+# TCR(l=50): 0.216469 SpamRecall: 47.827% SpamPrec: 85.371%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35804 97.92%
-# Correctly spam: 4445 47.47%
-# False positives: 760 2.08%
-# False negatives: 4919 52.53%
-# TCR(l=50): 0.218178 SpamRecall: 47.469% SpamPrec: 85.399%
+# Correctly non-spam: 35610 97.97%
+# Correctly spam: 4448 48.12%
+# False positives: 738 2.03%
+# False negatives: 4796 51.88%
+# TCR(l=50): 0.221700 SpamRecall: 48.118% SpamPrec: 85.769%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1908073&r1=1908072&r2=1908073&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Mar 5 02:39:25 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 297130 77.009% (99.216% of non-spam corpus)
-# Correctly spam: 58418 15.141% (67.646% of spam corpus)
-# False positives: 2347 0.608% (0.784% of nonspam, 69679 weighted)
-# False negatives: 27941 7.242% (32.354% of spam, 50084 weighted)
+# Correctly non-spam: 159111 68.524% (99.462% of non-spam corpus)
+# Correctly spam: 49937 21.506% (69.138% of spam corpus)
+# False positives: 860 0.370% (0.538% of nonspam, 30891 weighted)
+# False negatives: 22291 9.600% (30.862% of spam, 39937 weighted)
# Average score for spam: 10.9 nonspam: -0.1
-# Average for false-pos: 10.3 false-neg: 1.8
-# TOTAL: 385836 100.00%
+# Average for false-pos: 8.0 false-neg: 1.8
+# TOTAL: 232199 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37082 99.18%
-# Correctly spam: 7346 67.43%
-# False positives: 305 0.82%
-# False negatives: 3549 32.57%
-# TCR(l=50): 0.579552 SpamRecall: 67.425% SpamPrec: 96.014%
+# Correctly non-spam: 20042 99.45%
+# Correctly spam: 6285 69.01%
+# False positives: 111 0.55%
+# False negatives: 2822 30.99%
+# TCR(l=50): 1.087793 SpamRecall: 69.013% SpamPrec: 98.265%
##### 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: 297110 99.21%
-# Correctly spam: 44765 51.84%
-# False positives: 2367 0.79%
-# False negatives: 41594 48.16%
-# TCR(l=50): 0.539933 SpamRecall: 51.836% SpamPrec: 94.978%
+# Correctly non-spam: 159132 99.48%
+# Correctly spam: 41523 57.49%
+# False positives: 839 0.52%
+# False negatives: 30705 42.51%
+# TCR(l=50): 0.994123 SpamRecall: 57.489% SpamPrec: 98.019%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37079 99.18%
-# Correctly spam: 5648 51.84%
-# False positives: 308 0.82%
-# False negatives: 5247 48.16%
-# TCR(l=50): 0.527680 SpamRecall: 51.840% SpamPrec: 94.829%
+# Correctly non-spam: 20061 99.54%
+# Correctly spam: 5241 57.55%
+# False positives: 92 0.46%
+# False negatives: 3866 42.45%
+# TCR(l=50): 1.075715 SpamRecall: 57.549% SpamPrec: 98.275%