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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/07/07 04:16:14 UTC
svn commit: r1862675 [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=1862675&r1=1862674&r2=1862675&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Jul 7 04:16:14 2019
@@ -1,204 +1,197 @@
-# Using score set 0 logs for revision 1862542 from:
-# ham-axb-coi-bulk.r1862542.log ham-axb-generic.r1862542.log ham-axb-ham-misc.r1862542.log ham-darxus.r1862542.log ham-ena-week0.r1862542.log ham-ena-week1.r1862542.log ham-ena-week2.r1862542.log ham-ena-week3.r1862542.log ham-ena-week4.r1862542.log ham-giovanni-ham.r1862542.log ham-giovanni-spammy.r1862542.log ham-giovanni-spam.r1862542.log ham-grenier.r1862542.log ham-hege.r1862542.log ham-jarif.r1862542.log ham-jbrooks.r1862542.log ham-llanga.r1862542.log ham-mmiroslaw-mails-ham.r1862542.log ham-mmiroslaw-mails-spam.r1862542.log ham-npiazzi.r1862542.log ham-pds.r1862542.log ham-sihde.r1862542.log ham-spamsponge.r1862542.log ham-thendrikx.r1862542.log spam-axb-coi-bulk.r1862542.log spam-axb-generic.r1862542.log spam-axb-ham-misc.r1862542.log spam-darxus.r1862542.log spam-ena-week0.r1862542.log spam-ena-week1.r1862542.log spam-ena-week2.r1862542.log spam-ena-week3.r1862542.log spam-ena-week4.r1862542.log spam-giovanni-ham.r1862542.log spam-giovanni-spammy.r1862542.log spam-giovanni
-spam.r1862542.log spam-grenier.r1862542.log spam-hege.r1862542.log spam-jarif.r1862542.log spam-jbrooks.r1862542.log spam-llanga.r1862542.log spam-mmiroslaw-mails-ham.r1862542.log spam-mmiroslaw-mails-spam.r1862542.log spam-npiazzi.r1862542.log spam-pds.r1862542.log spam-sihde.r1862542.log spam-spamsponge.r1862542.log spam-thendrikx.r1862542.log
+# Using score set 0 logs for revision 1862594 from:
+# ham-darxus.r1862594.log ham-ena-week0.r1862594.log ham-ena-week1.r1862594.log ham-ena-week2.r1862594.log ham-ena-week3.r1862594.log ham-ena-week4.r1862594.log ham-giovanni-ham.r1862594.log ham-giovanni-spammy.r1862594.log ham-giovanni-spam.r1862594.log ham-grenier.r1862594.log ham-hege.r1862594.log ham-jarif.r1862594.log ham-jbrooks.r1862594.log ham-llanga.r1862594.log ham-mmiroslaw-mails-ham.r1862594.log ham-mmiroslaw-mails-spam.r1862594.log ham-npiazzi.r1862594.log ham-pds.r1862594.log ham-sihde.r1862594.log ham-spamsponge.r1862594.log ham-thendrikx.r1862594.log spam-darxus.r1862594.log spam-ena-week0.r1862594.log spam-ena-week1.r1862594.log spam-ena-week2.r1862594.log spam-ena-week3.r1862594.log spam-ena-week4.r1862594.log spam-giovanni-ham.r1862594.log spam-giovanni-spammy.r1862594.log spam-giovanni-spam.r1862594.log spam-grenier.r1862594.log spam-hege.r1862594.log spam-jarif.r1862594.log spam-jbrooks.r1862594.log spam-llanga.r1862594.log spam-mmiroslaw-mails-ham.r1862594.log
spam-mmiroslaw-mails-spam.r1862594.log spam-npiazzi.r1862594.log spam-pds.r1862594.log spam-sihde.r1862594.log spam-spamsponge.r1862594.log spam-thendrikx.r1862594.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 2.748
score AC_HTML_NONSENSE_TAGS 1.999
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.551
-score ADVANCE_FEE_3_NEW_MONEY 1.240
-score ADVANCE_FEE_4_NEW 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.873
-score ADVANCE_FEE_4_NEW_MONEY 2.999
-score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_3_NEW 2.553
+score ADVANCE_FEE_3_NEW_MONEY 1.918
+score ADVANCE_FEE_4_NEW 2.599
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.122
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW 2.499
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.038
-score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.899
-score ANY_PILL_PRICE 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.349
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.472
-score BIGNUM_EMAILS 2.999
-score BITCOIN_DEADLINE 2.896
-score BITCOIN_EXTORT_01 3.501
+score ADVANCE_FEE_5_NEW_MONEY 1.446
+score AD_PREFS 0.323
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.448
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.356
+score BIGNUM_EMAILS 2.085
+score BITCOIN_DEADLINE 2.914
+score BITCOIN_EXTORT_01 4.446
score BITCOIN_MALWARE 3.499
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_01 0.001
+score BITCOIN_SPAM_01 1.983
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 2.217
-score BITCOIN_SPAM_06 0.001
+score BITCOIN_SPAM_05 2.218
+score BITCOIN_SPAM_06 0.991
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_08 2.499
score BITCOIN_SPAM_09 1.499
-score BITCOIN_SPAM_11 2.294
-score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 0.905
-score BODY_SINGLE_WORD 2.499
-score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.638
-score CANT_SEE_AD 2.500
+score BITCOIN_SPAM_11 2.351
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 0.668
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.999
+score CANT_SEE_AD 0.978
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.250
-score COMPENSATION 1.499
-score DATE_IN_FUTURE_96_Q 2.800
-score DEAR_BENEFICIARY 3.031
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.499
+score COMPENSATION 0.001
+score DATE_IN_FUTURE_96_Q 2.799
+score DEAR_BENEFICIARY 3.099
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.837
score DX_TEXT_03 0.899
-score FILL_THIS_FORM 0.332
+score FAKE_REPLY_A1 1.490
+score FILL_THIS_FORM 0.279
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.018
-score FORM_FRAUD_5 0.001
+score FORM_FRAUD_3 2.536
+score FORM_FRAUD_5 0.001 # force non-zero
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.199
+score FROMSPACE 2.150
score FROM_2_EMAILS_SHORT 1.999
score FROM_ADDR_WS 2.999
-score FROM_IN_TO_AND_SUBJ 0.317
+score FROM_IN_TO_AND_SUBJ 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.579
-score FROM_MISSP_EH_MATCH 0.151
-score FROM_MISSP_FREEMAIL 0.553
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 1.538
+score FROM_MISSP_FREEMAIL 1.598
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.437
+score FROM_NAME_EQ_TO_G_DRIVE 0.198
score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_WORDY 0.109
-score FROM_WORDY_SHORT 0.816
-score FROM_WSP_TRAIL 2.544
-score FSL_CTYPE_WIN1251 0.151
-score FSL_HELO_FAKE 3.899
+score FROM_WORDY 0.205
+score FROM_WORDY_SHORT 1.516
+score FROM_WSP_TRAIL 2.363
+score FSL_CTYPE_WIN1251 0.547
+score FSL_HELO_FAKE 3.299
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 3.099
+score FSL_THIS_IS_ADV 3.199
score FUZZY_CLICK_HERE 2.899
score FUZZY_UNSUBSCRIBE 2.699
score GB_FORGED_MUA_POSTFIX 1.999
score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFU 0.001
-score GB_GOOG_IMG_NOT_RCVD_GOOG 2.500
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 0.001
-score HDRS_LCASE_IMGONLY 0.099
+score GB_GOOGLE_OBFU 0.750
+score GB_GOOG_IMG_NOT_RCVD_GOOG 2.499
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.352
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.250
-score HELO_NO_DOMAIN 1.603
+score HDR_ORDER_FTSDMCXX_NORDNS 0.446
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.249
+score HELO_NO_DOMAIN 1.931
score HEXHASH_WORD 2.600
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.500
+score HK_NAME_FM_MR_MRS 1.332
score HK_NAME_FROM 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.336
-score HK_SCAM 1.999
+score HK_RCVD_IP_MULTICAST 1.828
+score HK_SCAM 2.000
score HOSTED_IMG_DIRECT_MX 3.499
-score HTML_ENTITY_ASCII 2.501
+score HTML_ENTITY_ASCII 2.999
score HTML_OFF_PAGE 2.999
-score HTML_SHRT_CMNT_OBFU_MANY 1.167
-score HTML_SINGLET_MANY 1.787
+score HTML_SHRT_CMNT_OBFU_MANY 1.361
+score HTML_SINGLET_MANY 1.877
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_ALT_HSPACE_CID_ALIGN 1.237
+score IMG_ALT_HSPACE_CID_ALIGN 2.478
score IMG_ONLY_FM_DOM_INFO 2.339
-score KB_FORGED_MOZ4 3.699
+score KB_FORGED_MOZ4 3.799
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 2.598
-score LONG_IMG_URI 1.339
+score LONG_HEX_URI 3.000
+score LONG_IMG_URI 0.354
score LOTS_OF_MONEY 0.010
-score LUCRATIVE 1.029
-score MALFORMED_FREEMAIL 0.602
-score MALF_HTML_B64 0.661
-score MANY_SPAN_IN_TEXT 2.499
-score MILLION_HUNDRED 0.821
-score MILLION_USD 0.383
+score LUCRATIVE 0.822
+score MALFORMED_FREEMAIL 0.618
+score MALF_HTML_B64 1.563
+score MANY_SPAN_IN_TEXT 2.599
+score MILLION_HUNDRED 0.741
+score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 1.999
-score MIXED_ES 2.699
-score MONEY_ATM_CARD 2.698
-score MONEY_FORM 0.001
+score MONEY_ATM_CARD 0.550
+score MONEY_FORM 0.910
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.800
-score MONEY_FRAUD_5 2.308
-score MONEY_FRAUD_8 3.299
+score MONEY_FRAUD_3 2.700
+score MONEY_FRAUD_5 1.953
+score MONEY_FRAUD_8 3.005
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.541
+score MONEY_FROM_MISSP 1.999
score MSM_PRIO_REPTO 0.001
-score NORDNS_LOW_CONTRAST 1.787
-score NO_FM_NAME_IP_HOSTN 2.350
+score NORDNS_LOW_CONTRAST 1.788
+score NO_FM_NAME_IP_HOSTN 2.348
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.578
+score NSL_RCVD_HELO_USER 2.899
score NUMBERONLY_BITCOIN_EXP 0.001
-score OBFU_BITCOIN 0.429
+score OBFU_BITCOIN 2.999
+score OBFU_TEXT_ATTACH 0.006
score OFFER_ONLY_AMERICA 1.999
score PDS_DBL_URL_LINKBAIT 2.499
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_HIDDEN_UK_BUSINESSLOAN 1.093
+score PDS_HIDDEN_UK_BUSINESSLOAN 1.270
score PDS_PHP_EVAL 1.499
-score PDS_TO_EQ_FROM_NAME 0.121
-score PDS_URI_HIDDEN_HELO_NO_DOMAIN 0.897
+score PDS_PHP_RUNTIME_FUNC 1.500
+score PDS_TO_EQ_FROM_NAME 0.154
+score PDS_URI_HIDDEN_HELO_NO_DOMAIN 0.211
score PDS_X_PHP_WP_EXP 1.499
score PHOTO_EDITING_DIRECT 2.999
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RATWARE_NO_RDNS 2.691
-score RDNS_NUM_TLD_ATCHNX 2.087
+score RATWARE_NO_RDNS 1.795
+score RDNS_NUM_TLD_ATCHNX 2.073
score RDNS_NUM_TLD_XM 2.999
-score RISK_FREE 2.600
-score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_PORN014 2.500
+score SEO_SUSP_NTLD 1.095
+score SERGIO_SUBJECT_PORN014 2.502
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 1.150
-score SHORT_BODY_G_DRIVE_DYN 1.285
-score SHORT_IMG_SUSP_NTLD 0.884
+score SHORTENER_SHORT_IMG 1.153
+score SHORT_BODY_G_DRIVE_DYN 1.499
+score SHORT_IMG_SUSP_NTLD 0.998
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOFED_FREEM_REPTO 2.499
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 0.223
-score TEQF_USR_POLITE 1.811
-score THIS_AD 1.899
+score STOCK_LOW_CONTRAST 1.679
+score TEQF_USR_POLITE 1.999
+score THIS_AD 1.689
score THIS_IS_ADV_SUSP_NTLD 1.499
-score TO_EQ_FM_DIRECT_MX 0.892
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 0.097
+score TO_EQ_FM_DIRECT_MX 0.168
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_DYNIP 2.260
-score TO_NO_BRKTS_FROM_MSSP 2.447
-score TO_NO_BRKTS_HTML_IMG 0.638
+score TO_NO_BRKTS_FROM_MSSP 1.148
+score TO_NO_BRKTS_HTML_IMG 0.735
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_SING_HEX 1.929
-score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.451
-score TVD_SUBJ_APPR_LOAN 2.511
-score TVD_SUBJ_NUM_OBFU_MINFP 2.492
+score TVD_IP_SING_HEX 1.339
+score TVD_SPACE_ENCODED 2.500
+score TVD_SPACE_RATIO_MINFP 0.706
+score TVD_SUBJ_APPR_LOAN 1.768
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW 0.306
-score URI_BUFFLY 1.854
-score URI_GOOGLE_PROXY 1.709
-score URI_HEX_IP 1.568
+score UNICODE_OBFU_ZW 0.347
+score URI_BUFFLY 1.847
+score URI_GOOGLE_PROXY 1.699
+score URI_HEX_IP 1.642
score URI_ONLY_MSGID_MALF 1.999
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.103
+score URI_TRY_3LD 0.001
score URI_WPADMIN 2.499
-score URI_WP_DIRINDEX 3.500
-score URI_WP_HACKED 3.499
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.500
score URI_WP_HACKED_2 2.499
-score XPRIO 2.249
-score XPRIO_SHORT_SUBJ 1.655
-score YOU_INHERIT 2.173
-score ZW_OBFU_BITCOIN 0.445
-score AC_BR_BONANZA 0.001
+score XPRIO 2.155
+score XPRIO_SHORT_SUBJ 1.392
+score YOU_INHERIT 0.612
+score ZW_OBFU_BITCOIN 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -214,6 +207,7 @@ score APP_DEVELOPMENT_NORDNS 1.0
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_12 1.000
+score BODY_EMPTY 1.000
score BOGUS_MIME_VERSION 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -234,13 +228,15 @@ score GOOGLE_DOCS_PHISH 1.0
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
+score GOOG_REDIR_HTML_ONLY 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
score LIST_PRTL_PUMPDUMP 1.000
+score LIST_PRTL_SAME_USER 1.000
score LOTTO_AGENT 1.000
-score PDS_PHP_RUNTIME_FUNC 1.000
+score MIME_NO_TEXT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
score PHP_SCRIPT_MUA 1.000
@@ -253,6 +249,7 @@ score SPOOFED_FREEM_REPTO_CHN 1.0
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SYSADMIN 1.000
+score TO_NO_BRKTS_PCNT 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score URI_DATA 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1862675&r1=1862674&r2=1862675&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jul 7 04:16:14 2019
@@ -1,203 +1,210 @@
-# Using score set 1 logs for revision 1862308 from:
-# ham-net-axb-coi-bulk.r1862308.log ham-net-axb-generic.r1862308.log ham-net-axb-ham-misc.r1862308.log ham-net-darxus.r1862308.log ham-net-ena-week0.r1862308.log ham-net-ena-week1.r1862308.log ham-net-ena-week2.r1862308.log ham-net-ena-week3.r1862308.log ham-net-ena-week4.r1862308.log ham-net-giovanni-ham.r1862308.log ham-net-giovanni-spammy.r1862308.log ham-net-giovanni-spam.r1862308.log ham-net-grenier.r1862308.log ham-net-hege.r1862308.log ham-net-jarif.r1862308.log ham-net-jbrooks.r1862308.log ham-net-llanga.r1862308.log ham-net-mmiroslaw-mails-ham.r1862308.log ham-net-mmiroslaw-mails-spam.r1862308.log ham-net-npiazzi.r1862308.log ham-net-pds.r1862308.log ham-net-sihde.r1862308.log ham-net-spamsponge.r1862308.log ham-net-thendrikx.r1862308.log spam-net-axb-coi-bulk.r1862308.log spam-net-axb-generic.r1862308.log spam-net-axb-ham-misc.r1862308.log spam-net-darxus.r1862308.log spam-net-ena-week0.r1862308.log spam-net-ena-week1.r1862308.log spam-net-ena-week2.r1862308.log spam-net-e
na-week3.r1862308.log spam-net-ena-week4.r1862308.log spam-net-giovanni-ham.r1862308.log spam-net-giovanni-spammy.r1862308.log spam-net-giovanni-spam.r1862308.log spam-net-grenier.r1862308.log spam-net-hege.r1862308.log spam-net-jarif.r1862308.log spam-net-jbrooks.r1862308.log spam-net-llanga.r1862308.log spam-net-mmiroslaw-mails-ham.r1862308.log spam-net-mmiroslaw-mails-spam.r1862308.log spam-net-npiazzi.r1862308.log spam-net-pds.r1862308.log spam-net-sihde.r1862308.log spam-net-spamsponge.r1862308.log spam-net-thendrikx.r1862308.log
+# Using score set 1 logs for revision 1862645 from:
+# ham-net-darxus.r1862645.log ham-net-ena-week0.r1862645.log ham-net-ena-week1.r1862645.log ham-net-ena-week2.r1862645.log ham-net-ena-week3.r1862645.log ham-net-ena-week4.r1862645.log ham-net-giovanni-ham.r1862645.log ham-net-giovanni-spammy.r1862645.log ham-net-giovanni-spam.r1862645.log ham-net-grenier.r1862645.log ham-net-hege.r1862645.log ham-net-jarif.r1862645.log ham-net-jbrooks.r1862645.log ham-net-llanga.r1862645.log ham-net-mmiroslaw-mails-ham.r1862645.log ham-net-mmiroslaw-mails-spam.r1862645.log ham-net-npiazzi.r1862645.log ham-net-pds.r1862645.log ham-net-sihde.r1862645.log ham-net-spamsponge.r1862645.log ham-net-thendrikx.r1862645.log spam-net-darxus.r1862645.log spam-net-ena-week0.r1862645.log spam-net-ena-week1.r1862645.log spam-net-ena-week2.r1862645.log spam-net-ena-week3.r1862645.log spam-net-ena-week4.r1862645.log spam-net-giovanni-ham.r1862645.log spam-net-giovanni-spammy.r1862645.log spam-net-giovanni-spam.r1862645.log spam-net-grenier.r1862645.log spam-net-heg
e.r1862645.log spam-net-jarif.r1862645.log spam-net-jbrooks.r1862645.log spam-net-llanga.r1862645.log spam-net-mmiroslaw-mails-ham.r1862645.log spam-net-mmiroslaw-mails-spam.r1862645.log spam-net-npiazzi.r1862645.log spam-net-pds.r1862645.log spam-net-sihde.r1862645.log spam-net-spamsponge.r1862645.log spam-net-thendrikx.r1862645.log
+score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.957
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_MONEY 2.899
-score ADVANCE_FEE_4_NEW 2.600
-score ADVANCE_FEE_4_NEW_MONEY 2.999
-score ADVANCE_FEE_5_NEW 2.399
+score AC_FROM_MANY_DOTS 2.000
+score AC_HTML_NONSENSE_TAGS 1.526
+score ADVANCE_FEE_2_NEW_MONEY 0.288
+score ADVANCE_FEE_3_NEW 3.467
+score ADVANCE_FEE_3_NEW_MONEY 1.447
+score ADVANCE_FEE_4_NEW 2.599
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.363
+score ADVANCE_FEE_4_NEW_MONEY 2.599
+score ADVANCE_FEE_5_NEW 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.565
-score AD_PREFS 0.500
-score AMAZON_IMG_NOT_RCVD_AMZN 1.500
-score ANY_PILL_PRICE 0.222
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.002
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.499
-score BIGNUM_EMAILS 2.999
+score ADVANCE_FEE_5_NEW_MONEY 1.201
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 1.680
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.329
+score BIGNUM_EMAILS 2.594
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.497
-score BITCOIN_MALWARE 3.500
+score BITCOIN_EXTORT_01 4.997
+score BITCOIN_MALWARE 3.499
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_01 0.001
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_03 2.193
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 0.822
-score BITCOIN_SPAM_07 3.383
+score BITCOIN_SPAM_06 1.499
+score BITCOIN_SPAM_07 3.392
score BITCOIN_SPAM_08 2.499
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_SPAM_11 1.967
-score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 2.397
+score BITCOIN_SPAM_09 1.121
+score BITCOIN_SPAM_11 1.447
+score BODY_SINGLE_URI 1.297
+score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 0.018
-score CANT_SEE_AD 1.824
+score BOGUS_MSM_HDRS 0.290
+score CANT_SEE_AD 0.354
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.001 # force non-zero
-score DATE_IN_FUTURE_96_Q 2.048
-score DEAR_BENEFICIARY 1.787
-score DKIMWL_BL 2.767
+score DATE_IN_FUTURE_96_Q 0.838
+score DEAR_BENEFICIARY 2.945
+score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.266
-score DX_TEXT_03 1.000
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.340
+score DX_TEXT_03 0.899
+score FAKE_REPLY_A1 3.199
score FILL_THIS_FORM 0.001
-score FORM_FRAUD 0.296
-score FORM_FRAUD_3 2.698
-score FORM_FRAUD_5 2.899
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.142
-score FROMSPACE 0.414
-score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 2.497
-score FROM_FMBLA_NEWDOM 0.812
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 1.827
+score FORM_FRAUD_5 2.699
+score FOUND_YOU 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.247
+score FROMSPACE 0.234
+score FROM_2_EMAILS_SHORT 0.701
+score FROM_ADDR_WS 2.099
+score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.001 # force non-zero
-score FROM_GOV_SPOOF 0.001
-score FROM_IN_TO_AND_SUBJ 1.340
+score FROM_GOV_DKIM_AU -0.001
+score FROM_IN_TO_AND_SUBJ 2.163
score FROM_MISSPACED 0.001
-score FROM_MISSP_EH_MATCH 0.282
+score FROM_MISSP_DYNIP 1.160
+score FROM_MISSP_EH_MATCH 0.353
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.340
-score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_PHISH 2.165
+score FROM_MISSP_REPLYTO 0.001
+score FROM_MISSP_SPF_FAIL 1.181
score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.022
-score FROM_NTLD_REPLY_FREEMAIL 1.996
-score FROM_PAYPAL_SPOOF 1.437
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_WORDY 1.304
-score FROM_WORDY_SHORT 0.473
-score FROM_WSP_TRAIL 2.600
-score FSL_BULK_SIG 0.001
+score FROM_NAME_EQ_TO_G_DRIVE 0.215
+score FROM_NTLD_REPLY_FREEMAIL 0.744
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_WORDY 2.261
+score FROM_WORDY_SHORT 2.429
+score FROM_WSP_TRAIL 2.699
+score FSL_BULK_SIG 0.185
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.999
+score FSL_HELO_FAKE 3.199
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 3.099
-score FUZZY_CLICK_HERE 2.261
-score FUZZY_UNSUBSCRIBE 2.599
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 1.187
+score FUZZY_CLICK_HERE 2.324
+score FUZZY_UNSUBSCRIBE 2.699
+score GB_FORGED_MUA_POSTFIX 1.999
+score GB_FREEMAIL_DISPTO 0.499
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_GOOG_IMG_NOT_RCVD_GOOG 2.499
+score GB_LINKED_IMG_NOT_RCVD_LINK 0.001 # force non-zero
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001
-score HELO_MISC_IP 0.001
-score HELO_NO_DOMAIN 2.199
-score HEXHASH_WORD 1.528
+score HDR_ORDER_FTSDMCXX_DIRECT 0.576
+score HDR_ORDER_FTSDMCXX_NORDNS 1.227
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.001 # force non-zero
+score HELO_NO_DOMAIN 2.200
+score HEXHASH_WORD 2.999
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.500
-score HK_NAME_FROM 1.000
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FROM 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.001
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.988
-score HTML_ENTITY_ASCII 0.930
+score HK_RANDOM_REPLYTO 1.000
+score HK_RCVD_IP_MULTICAST 1.195
+score HK_SCAM 1.628
+score HOSTED_IMG_DIRECT_MX 1.007
+score HTML_ENTITY_ASCII 2.999
score HTML_OFF_PAGE 2.999
-score HTML_SHRT_CMNT_OBFU_MANY 2.444
-score HTML_SINGLET_MANY 0.862
-score HTML_TEXT_INVISIBLE_STYLE 2.897
+score HTML_SHRT_CMNT_OBFU_MANY 2.499
+score HTML_SINGLET_MANY 0.695
+score HTML_TEXT_INVISIBLE_STYLE 1.413
score IMG_ALT_HSPACE_CID_ALIGN 2.599
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score LIST_PARTIAL_SHORT_MSG 2.500
-score LIST_PRTL_SAME_USER 1.278
-score LONG_HEX_URI 2.487
-score LONG_IMG_URI 1.368
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LONG_HEX_URI 2.310
+score LONG_IMG_URI 0.461
score LOTS_OF_MONEY 0.010
score LUCRATIVE 1.999
-score MALFORMED_FREEMAIL 1.417
-score MALF_HTML_B64 2.745
-score MANY_SPAN_IN_TEXT 2.399
-score MILLION_HUNDRED 2.899
-score MILLION_USD 1.981
+score MALFORMED_FREEMAIL 1.144
+score MALF_HTML_B64 2.105
+score MANY_SPAN_IN_TEXT 2.539
+score MILLION_HUNDRED 2.080
+score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 1.999
-score MIXED_ES 2.599
-score MONEY_ATM_CARD 1.448
-score MONEY_FORM 0.592
+score MONEY_ATM_CARD 1.388
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.575
-score MONEY_FRAUD_5 1.624
-score MONEY_FRAUD_8 2.928
+score MONEY_FRAUD_3 0.496
+score MONEY_FRAUD_5 0.700
+score MONEY_FRAUD_8 2.972
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 0.001
-score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.353
+score MSM_PRIO_REPTO 1.531
+score NORDNS_LOW_CONTRAST 0.223
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 3.000
-score NUMBERONLY_BITCOIN_EXP 0.001
-score OBFU_BITCOIN 2.999
-score OFFER_ONLY_AMERICA 1.987
+score NSL_RCVD_HELO_USER 2.799
+score NUMBERONLY_BITCOIN_EXP 0.999
+score OBFU_BITCOIN 3.000
+score OBFU_TEXT_ATTACH 0.748
score PDS_DBL_URL_LINKBAIT 2.499
-score PDS_DBL_URL_TNB_RUNON 2.000
-score PDS_TO_EQ_FROM_NAME 0.706
+score PDS_DBL_URL_TNB_RUNON 1.142
+score PDS_HP_HELO_NORDNS 0.944
+score PDS_NO_HELO_DNS 1.295
+score PDS_PHP_EVAL 1.499
+score PDS_TO_EQ_FROM_NAME 0.303
+score PDS_URI_HIDDEN_HELO_NO_DOMAIN 1.423
+score PDS_X_PHP_WP_EXP 1.499
score PHOTO_EDITING_DIRECT 2.999
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.296
-score RATWARE_NO_RDNS 2.999
-score RCVD_IN_MSPIKE_H2 -0.058
-score RDNS_NUM_TLD_ATCHNX 1.401
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RATWARE_NO_RDNS 2.139
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_ATCHNX 0.186
score RDNS_NUM_TLD_XM 2.999
score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_PORN011 2.499
-score SERGIO_SUBJECT_PORN014 2.276
-score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 2.286
-score SHORT_BODY_G_DRIVE_DYN 1.499
+score SERGIO_SUBJECT_PORN014 0.889
+score SERGIO_SUBJECT_VIAGRA01 3.056
+score SHORTENER_SHORT_IMG 2.401
+score SHORT_BODY_G_DRIVE_DYN 1.500
score SHORT_IMG_SUSP_NTLD 1.499
-score SINGLETS_LOW_CONTRAST 0.290
+score SINGLETS_LOW_CONTRAST 2.891
score SPOOFED_FREEMAIL_NO_RDNS 1.499
-score SPOOFED_FREEM_REPTO 2.499
+score SPOOFED_FREEM_REPTO 2.114
score STATIC_XPRIO_OLE 0.001
score STOCK_LOW_CONTRAST 0.001
-score THIS_AD 0.001
-score THIS_IS_ADV_SUSP_NTLD 0.250
-score TO_EQ_FM_DIRECT_MX 2.152
-score TO_EQ_FM_DOM_SPF_FAIL 1.118
-score TO_EQ_FM_SPF_FAIL 0.935
+score TEQF_USR_POLITE 0.765
+score THIS_AD 0.076
+score THIS_IS_ADV_SUSP_NTLD 0.411
+score TO_EQ_FM_DIRECT_MX 1.524
+score TO_EQ_FM_DOM_SPF_FAIL 0.050
+score TO_EQ_FM_SPF_FAIL 0.666
score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.217
+score TO_NO_BRKTS_DYNIP 2.999
+score TO_NO_BRKTS_FROM_MSSP 2.072
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_IP_SING_HEX 1.743
-score TVD_SPACE_ENCODED 0.484
+score TVD_IP_HEX 1.244
+score TVD_IP_SING_HEX 2.389
+score TVD_SPACE_ENCODED 0.481
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_APPR_LOAN 2.799
-score TVD_SUBJ_NUM_OBFU_MINFP 0.302
+score TVD_SUBJ_APPR_LOAN 2.699
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW 2.620
-score URI_BUFFLY 1.705
-score URI_GOOGLE_PROXY 1.899
-score URI_HEX_IP 2.151
-score URI_ONLY_MSGID_MALF 1.492
-score URI_PHISH 3.370
-score URI_PHP_REDIR 3.499
+score UNICODE_OBFU_ZW 3.208
+score URI_BUFFLY 1.840
+score URI_GOOGLE_PROXY 1.700
+score URI_HEX_IP 2.353
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 3.999
+score URI_PHP_REDIR 2.616
score URI_TRY_3LD 0.001
-score URI_WPADMIN 1.768
+score URI_WPADMIN 2.399
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 1.912
score URI_WP_HACKED_2 2.499
-score XPRIO 0.300
-score XPRIO_SHORT_SUBJ 1.199
-score YOU_INHERIT 0.286
-score ZW_OBFU_BITCOIN 1.638
-score AC_BR_BONANZA 0.001
+score XPRIO 0.487
+score XPRIO_SHORT_SUBJ 0.854
+score YOU_INHERIT 0.025
+score ZW_OBFU_BITCOIN 0.859
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -214,6 +221,7 @@ score BITCOIN_SPAM_04 1.0
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
+score BODY_EMPTY 1.000
score BOGUS_MIME_VERSION 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -232,26 +240,28 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
-score FROM_MISSP_PHISH 1.000
+score FROM_GOV_SPOOF 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
+score GB_GOOGLE_OBFU 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
+score GOOG_REDIR_HTML_ONLY 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
score LIST_PRTL_PUMPDUMP 1.000
+score LIST_PRTL_SAME_USER 1.000
score LOTTO_AGENT 1.000
+score MIME_NO_TEXT 1.000
+score OFFER_ONLY_AMERICA 1.000
score PDS_HIDDEN_UK_BUSINESSLOAN 1.000
-score PDS_PHP_EVAL 1.000
score PDS_PHP_RUNTIME_FUNC 1.000
-score PDS_URI_HIDDEN_HELO_NO_DOMAIN 1.000
-score PDS_X_PHP_WP_EXP 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
score PHP_SCRIPT_MUA 1.000
@@ -264,6 +274,7 @@ score SPOOFED_FREEM_REPTO_CHN 1.0
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SYSADMIN 1.000
+score TO_NO_BRKTS_PCNT 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score URI_DATA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1862675&r1=1862674&r2=1862675&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jul 7 04:16:14 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 434732 39.181% (99.428% of non-spam corpus)
-# Correctly spam: 531513 47.903% (79.056% of spam corpus)
-# False positives: 2501 0.225% (0.572% of nonspam, 111864 weighted)
-# False negatives: 140815 12.691% (20.944% of spam, 301066 weighted)
-# Average score for spam: 10.4 nonspam: 0.7
-# Average for false-pos: 5.8 false-neg: 2.1
-# TOTAL: 1109561 100.00%
+# Correctly non-spam: 387325 48.143% (99.419% of non-spam corpus)
+# Correctly spam: 339282 42.171% (81.765% of spam corpus)
+# False positives: 2264 0.281% (0.581% of nonspam, 70828 weighted)
+# False negatives: 75665 9.405% (18.235% of spam, 183696 weighted)
+# Average score for spam: 10.8 nonspam: 0.7
+# Average for false-pos: 5.9 false-neg: 2.4
+# TOTAL: 804536 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54151 99.34%
-# Correctly spam: 66557 79.33%
-# False positives: 361 0.66%
-# False negatives: 17340 20.67%
-# TCR(l=50): 2.370641 SpamRecall: 79.332% SpamPrec: 99.461%
+# Correctly non-spam: 48265 99.37%
+# Correctly spam: 42333 81.87%
+# False positives: 308 0.63%
+# False negatives: 9374 18.13%
+# TCR(l=50): 2.087148 SpamRecall: 81.871% SpamPrec: 99.278%
##### 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: 422236 96.57%
-# Correctly spam: 312383 46.46%
-# False positives: 14997 3.43%
-# False negatives: 359945 53.54%
-# TCR(l=50): 0.605813 SpamRecall: 46.463% SpamPrec: 95.419%
+# Correctly non-spam: 376188 96.56%
+# Correctly spam: 197809 47.67%
+# False positives: 13401 3.44%
+# False negatives: 217138 52.33%
+# TCR(l=50): 0.467710 SpamRecall: 47.671% SpamPrec: 93.655%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52630 96.55%
-# Correctly spam: 38894 46.36%
-# False positives: 1882 3.45%
-# False negatives: 45003 53.64%
-# TCR(l=50): 0.603129 SpamRecall: 46.359% SpamPrec: 95.385%
+# Correctly non-spam: 46872 96.50%
+# Correctly spam: 24604 47.58%
+# False positives: 1701 3.50%
+# False negatives: 27103 52.42%
+# TCR(l=50): 0.461040 SpamRecall: 47.583% SpamPrec: 93.534%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1862675&r1=1862674&r2=1862675&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jul 7 04:16:14 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 387794 37.694% (99.849% of non-spam corpus)
-# Correctly spam: 580865 56.461% (90.702% of spam corpus)
-# False positives: 585 0.057% (0.151% of nonspam, 86921 weighted)
-# False negatives: 59544 5.788% (9.298% of spam, 110427 weighted)
-# Average score for spam: 14.5 nonspam: -2.1
-# Average for false-pos: 9.0 false-neg: 1.9
-# TOTAL: 1028788 100.00%
+# Correctly non-spam: 390704 48.097% (99.858% of non-spam corpus)
+# Correctly spam: 388795 47.862% (92.337% of spam corpus)
+# False positives: 555 0.068% (0.142% of nonspam, 52953 weighted)
+# False negatives: 32265 3.972% (7.663% of spam, 73635 weighted)
+# Average score for spam: 16.3 nonspam: -2.0
+# Average for false-pos: 8.9 false-neg: 2.3
+# TOTAL: 812319 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48301 99.78%
-# Correctly spam: 72689 90.95%
-# False positives: 105 0.22%
-# False negatives: 7235 9.05%
-# TCR(l=50): 6.401602 SpamRecall: 90.948% SpamPrec: 99.856%
+# Correctly non-spam: 48719 99.85%
+# Correctly spam: 48553 92.56%
+# False positives: 71 0.15%
+# False negatives: 3902 7.44%
+# TCR(l=50): 7.039050 SpamRecall: 92.561% SpamPrec: 99.854%
##### 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: 386477 99.51%
-# Correctly spam: 456314 71.25%
-# False positives: 1902 0.49%
-# False negatives: 184095 28.75%
-# TCR(l=50): 2.293770 SpamRecall: 71.254% SpamPrec: 99.585%
+# Correctly non-spam: 389484 99.55%
+# Correctly spam: 332140 78.88%
+# False positives: 1775 0.45%
+# False negatives: 88920 21.12%
+# TCR(l=50): 2.369899 SpamRecall: 78.882% SpamPrec: 99.468%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48148 99.47%
-# Correctly spam: 57203 71.57%
-# False positives: 258 0.53%
-# False negatives: 22721 28.43%
-# TCR(l=50): 2.243733 SpamRecall: 71.572% SpamPrec: 99.551%
+# Correctly non-spam: 48542 99.49%
+# Correctly spam: 41421 78.96%
+# False positives: 248 0.51%
+# False negatives: 11034 21.04%
+# TCR(l=50): 2.238414 SpamRecall: 78.965% SpamPrec: 99.405%