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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/05/10 07:07:18 UTC
svn commit: r1877544 [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-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1877544&r1=1877543&r2=1877544&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun May 10 07:07:17 2020
@@ -1,192 +1,189 @@
-# Using score set 1 logs for revision 1877286 from:
-# ham-net-axb-coi-bulk.r1877286.log ham-net-axb-generic.r1877286.log ham-net-axb-ham-misc.r1877286.log ham-net-darxus.r1877286.log ham-net-ena-week0.r1877286.log ham-net-ena-week1.r1877286.log ham-net-ena-week2.r1877286.log ham-net-ena-week3.r1877286.log ham-net-ena-week4.r1877286.log ham-net-giovanni-ham.r1877286.log ham-net-giovanni-spammy.r1877286.log ham-net-giovanni-spam.r1877286.log ham-net-grenier.r1877286.log ham-net-hege.r1877286.log ham-net-jarif.r1877286.log ham-net-jbrooks.r1877286.log ham-net-llanga.r1877286.log ham-net-mmiroslaw-mails-ham.r1877286.log ham-net-mmiroslaw-mails-spam.r1877286.log ham-net-npiazzi.r1877286.log ham-net-pds.r1877286.log ham-net-sihde.r1877286.log ham-net-spamsponge.r1877286.log ham-net-thendrikx.r1877286.log spam-net-axb-coi-bulk.r1877286.log spam-net-axb-generic.r1877286.log spam-net-axb-ham-misc.r1877286.log spam-net-darxus.r1877286.log spam-net-ena-week0.r1877286.log spam-net-ena-week1.r1877286.log spam-net-ena-week2.r1877286.log spam-net-e
na-week3.r1877286.log spam-net-ena-week4.r1877286.log spam-net-giovanni-ham.r1877286.log spam-net-giovanni-spammy.r1877286.log spam-net-giovanni-spam.r1877286.log spam-net-grenier.r1877286.log spam-net-hege.r1877286.log spam-net-jarif.r1877286.log spam-net-jbrooks.r1877286.log spam-net-llanga.r1877286.log spam-net-mmiroslaw-mails-ham.r1877286.log spam-net-mmiroslaw-mails-spam.r1877286.log spam-net-npiazzi.r1877286.log spam-net-pds.r1877286.log spam-net-sihde.r1877286.log spam-net-spamsponge.r1877286.log spam-net-thendrikx.r1877286.log
+# Using score set 1 logs for revision 1877529 from:
+# ham-net-axb-coi-bulk.r1877529.log ham-net-axb-generic.r1877529.log ham-net-axb-ham-misc.r1877529.log ham-net-darxus.r1877529.log ham-net-ena-week0.r1877529.log ham-net-ena-week1.r1877529.log ham-net-ena-week2.r1877529.log ham-net-ena-week3.r1877529.log ham-net-ena-week4.r1877529.log ham-net-giovanni-ham.r1877529.log ham-net-giovanni-spammy.r1877529.log ham-net-giovanni-spam.r1877529.log ham-net-grenier.r1877529.log ham-net-hege.r1877529.log ham-net-jarif.r1877529.log ham-net-jbrooks.r1877529.log ham-net-mmiroslaw-mails-ham.r1877529.log ham-net-mmiroslaw-mails-spam.r1877529.log ham-net-npiazzi.r1877529.log ham-net-pds.r1877529.log ham-net-sihde.r1877529.log ham-net-spamsponge.r1877529.log ham-net-thendrikx.r1877529.log spam-net-axb-coi-bulk.r1877529.log spam-net-axb-generic.r1877529.log spam-net-axb-ham-misc.r1877529.log spam-net-darxus.r1877529.log spam-net-ena-week0.r1877529.log spam-net-ena-week1.r1877529.log spam-net-ena-week2.r1877529.log spam-net-ena-week3.r1877529.log spam-n
et-ena-week4.r1877529.log spam-net-giovanni-ham.r1877529.log spam-net-giovanni-spammy.r1877529.log spam-net-giovanni-spam.r1877529.log spam-net-grenier.r1877529.log spam-net-hege.r1877529.log spam-net-jarif.r1877529.log spam-net-jbrooks.r1877529.log spam-net-mmiroslaw-mails-ham.r1877529.log spam-net-mmiroslaw-mails-spam.r1877529.log spam-net-npiazzi.r1877529.log spam-net-pds.r1877529.log spam-net-sihde.r1877529.log spam-net-spamsponge.r1877529.log spam-net-thendrikx.r1877529.log
-score AC_BR_BONANZA 0.001
+score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.001
-score ADVANCE_FEE_2_NEW_MONEY 2.000
-score ADVANCE_FEE_3_NEW 3.461
-score ADVANCE_FEE_3_NEW_MONEY 2.209
+score AC_FROM_MANY_DOTS 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_MONEY 2.499
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.899
-score AD_PREFS 0.463
+score ADVANCE_FEE_5_NEW 2.699
+score AD_PREFS 0.290
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 2.442
-score BITCOIN_SPAM_01 0.696
-score BITCOIN_SPAM_02 2.293
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.539
-score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 0.001
-score BODY_SINGLE_URI 0.520
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_EXTORT_02 2.444
+score BITCOIN_SPAM_01 1.227
+score BITCOIN_SPAM_02 2.003
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_05 2.499
+score BITCOIN_SPAM_07 3.500
+score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 0.999
-score CK_HELO_DYNAMIC_SPLIT_IP 1.499
+score CK_HELO_DYNAMIC_SPLIT_IP 1.148
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.999
-score CTYPE_NULL 2.586
-score DKIMWL_BL 2.518
-score DKIMWL_WL_HIGH -0.001
+score CTE_8BIT_MISMATCH 0.078
+score CTYPE_NULL 2.799
+score DKIMWL_BL 1.777
+score DKIMWL_WL_HIGH -0.181
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DX_TEXT_03 0.900
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.518
-score FORGED_SPF_HELO 1.903
-score FORM_FRAUD_5 0.001 # force non-zero
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score DKIMWL_WL_MEDHI -0.001
+score DX_TEXT_03 0.299
+score END_FUTURE_EMAILS 2.270
+score FILL_THIS_FORM 0.036
+score FORGED_RELAY_MUA_TO_MX 2.973
+score FORGED_SPF_HELO 1.399
+score FORM_FRAUD_5 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_ADDR_WS 0.920
+score FROM_FMBLA_NEWDOM 0.001
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
+score FROM_FMBLA_NEWDOM28 0.710
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.570
+score FROM_GOV_SPOOF 1.000
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.699
+score FROM_MISSP_DYNIP 3.442
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001 # force non-zero
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 2.394
+score FROM_MISSP_REPLYTO 1.011
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.637
+score FROM_MISSP_TO_UNDISC 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.001
-score FSL_BULK_SIG 0.001
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 0.110
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_BITCOIN 0.001
-score FUZZY_SECURITY 1.063
-score FUZZY_WALLET 0.001
+score FUZZY_WALLET 0.001 # force non-zero
score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 0.001
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.222
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
+score GB_GOOGLE_OBFUS 0.001
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.144
+score HDR_ORDER_FTSDMCXX_NORDNS 1.756
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001
+score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
-score HEXHASH_WORD 3.000
+score HEXHASH_WORD 2.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.406
-score HK_SCAM 1.394
-score HOSTED_IMG_DIRECT_MX 2.881
-score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 1.531
-score HTML_TEXT_INVISIBLE_STYLE 1.620
-score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.668
-score KHOP_HELO_FCRDNS 0.276
+score HK_SCAM 0.001
+score HOSTED_IMG_DIRECT_MX 1.878
+score HTML_OFF_PAGE 0.001 # force non-zero
+score HTML_SINGLET_MANY 0.413
+score HTML_TEXT_INVISIBLE_STYLE 1.350
+score IMG_ONLY_FM_DOM_INFO 2.344
+score KB_FORGED_MOZ4 4.100
+score KHOP_FAKE_EBAY 0.457
+score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 1.207
-score LONG_HEX_URI 1.619
+score LIST_PRTL_SAME_USER 1.273
+score LONG_HEX_URI 1.407
score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 3.499
-score MANY_SPAN_IN_TEXT 3.699
-score MAY_BE_FORGED 0.001 # force non-zero
-score MILLION_HUNDRED 0.835
+score MALF_HTML_B64 2.164
+score MANY_SPAN_IN_TEXT 3.599
+score MAY_BE_FORGED 0.001
+score MILLION_HUNDRED 0.035
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.032
-score MONEY_FRAUD_5 0.873
+score MONEY_FRAUD_3 1.129
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 2.217
-score NORDNS_LOW_CONTRAST 2.091
-score NO_FM_NAME_IP_HOSTN 1.142
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.394
-score NUMBERONLY_BITCOIN_EXP 1.673
-score OBFU_BITCOIN 2.052
-score PDS_BTC_ID 0.499
+score MONEY_FROM_MISSP 0.001
+score MSM_PRIO_REPTO 2.499
+score NORDNS_LOW_CONTRAST 1.777
+score NO_FM_NAME_IP_HOSTN 0.493
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 1.981
+score NUMBERONLY_BITCOIN_EXP 0.001
+score OBFU_BITCOIN 0.001
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
-score PDS_EMPTYSUBJ_URISHRT 0.001
+score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 0.921
+score PDS_FROM_2_EMAILS 1.050
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 0.629
+score PDS_OTHER_BAD_TLD 1.904
+score PDS_SHORTFWD_URISHRT 0.079
score PDS_SHORT_SPOOFED_URL 1.999
score PDS_TINYSUBJ_URISHRT 0.001 # force non-zero
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.865
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.001
-score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.756
+score PDS_TO_EQ_FROM_NAME 0.001 # force non-zero
+score PHP_ORIG_SCRIPT 2.037
+score PP_MIME_FAKE_ASCII_TEXT 0.001
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 2.184
-score RDNS_NUM_TLD_XM 2.999
-score RISK_FREE 2.999
-score SCRIPT_GIBBERISH 1.686
-score SERGIO_SUBJECT_PORN014 1.499
+score RDNS_NUM_TLD_ATCHNX 2.382
+score RDNS_NUM_TLD_XM 0.001
+score RISK_FREE 1.603
+score SCRIPT_GIBBERISH 2.835
+score SERGIO_SUBJECT_PORN014 1.773
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.924
-score SHORT_IMG_SUSP_NTLD 0.910
-score SHORT_SHORTNER 1.999
+score SHORT_IMG_SUSP_NTLD 0.800
+score SHORT_SHORTNER 0.773
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL 1.908
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.723
+score SPOOFED_FREEM_REPTO 0.240
score STATIC_XPRIO_OLE 0.001
-score STOCK_LOW_CONTRAST 2.499
-score STOX_BOUND_090909_B 2.206
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.546
-score THIS_AD 0.189
-score THIS_IS_ADV_SUSP_NTLD 1.135
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.218
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.929
-score TO_EQ_FM_DIRECT_MX 1.432
+score STOCK_LOW_CONTRAST 1.505
+score STOX_BOUND_090909_B 2.494
+score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_MANY 0.569
+score SUSP_UTF8_WORD_MANY 2.999
+score THIS_AD 0.409
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.001
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.030
+score TO_EQ_FM_DIRECT_MX 0.411
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.799
+score TO_EQ_FM_DOM_HTML_ONLY 1.000
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 1.573
+score TO_EQ_FM_SPF_FAIL 0.164
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.265
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.993
+score TO_NAME_SUBJ_NO_RDNS 2.260
+score TO_NO_BRKTS_FROM_MSSP 1.852
+score TO_NO_BRKTS_HTML_IMG 0.851
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.499
-score TO_NO_BRKTS_NORDNS_HTML 1.604
-score TO_NO_BRKTS_PCNT 2.073
+score TO_NO_BRKTS_MSFT 1.204
+score TO_NO_BRKTS_NORDNS_HTML 1.122
+score TO_NO_BRKTS_PCNT 2.398
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.499
+score TVD_SPACE_RATIO_MINFP 1.566
score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 1.425
-score URI_GOOGLE_PROXY 2.399
+score UPGRADE_MAILBOX 0.001
+score URI_DQ_UNSUB 2.399
+score URI_GOOGLE_PROXY 2.070
score URI_IMG_WP_REDIR 2.999
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.588
+score URI_PHISH 2.405
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.699
-score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 2.403
-score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.500
+score URI_TRY_3LD 0.559
+score URI_WPADMIN 2.499
+score URI_WP_DIRINDEX 3.500
+score URI_WP_HACKED 1.153
+score URI_WP_HACKED_2 0.837
+score XPRIO_SHORT_SUBJ 0.001
score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -205,12 +202,12 @@ score APP_DEVELOPMENT_FREEM 1.0
score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_DEADLINE 1.000
-score BITCOIN_EXTORT_02 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 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
@@ -242,6 +239,7 @@ score FROM_FMBLA_NDBLOCKED 0.0
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
+score FROM_NTLD_REPLY_FREEMAIL 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_WORDY 1.000
score FROM_WORDY_SHORT 1.000
@@ -257,6 +255,7 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
score HK_CTE_RAW 1.000
+score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
score HOSTED_IMG_MULTI 1.000
@@ -286,6 +285,7 @@ score SPOOFED_FREEM_REPTO_RUS 1.0
score STOCK_TIP 1.000
score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
+score THIS_IS_ADV_SUSP_NTLD 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=1877544&r1=1877543&r2=1877544&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun May 10 07:07:17 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 902997 42.550% (99.702% of non-spam corpus)
-# Correctly spam: 516358 24.331% (42.446% of spam corpus)
-# False positives: 2701 0.127% (0.298% of nonspam, 111367 weighted)
-# False negatives: 700147 32.992% (57.554% of spam, 1555474 weighted)
-# Average score for spam: 5.3 nonspam: 0.6
-# Average for false-pos: 6.1 false-neg: 2.2
-# TOTAL: 2122203 100.00%
+# Correctly non-spam: 899888 41.751% (99.715% of non-spam corpus)
+# Correctly spam: 502689 23.323% (40.121% of spam corpus)
+# False positives: 2572 0.119% (0.285% of nonspam, 110112 weighted)
+# False negatives: 750229 34.807% (59.879% of spam, 1646447 weighted)
+# Average score for spam: 5.1 nonspam: 0.6
+# Average for false-pos: 6.2 false-neg: 2.2
+# TOTAL: 2155378 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112511 99.52%
-# Correctly spam: 65282 42.96%
-# False positives: 547 0.48%
-# False negatives: 86664 57.04%
-# TCR(l=50): 1.332696 SpamRecall: 42.964% SpamPrec: 99.169%
+# Correctly non-spam: 112123 99.53%
+# Correctly spam: 64557 41.23%
+# False positives: 533 0.47%
+# False negatives: 92007 58.77%
+# TCR(l=50): 1.319467 SpamRecall: 41.234% SpamPrec: 99.181%
##### 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: 892643 98.56%
-# Correctly spam: 374576 30.79%
-# False positives: 13055 1.44%
-# False negatives: 841929 69.21%
-# TCR(l=50): 0.813890 SpamRecall: 30.791% SpamPrec: 96.632%
+# Correctly non-spam: 889552 98.57%
+# Correctly spam: 361366 28.84%
+# False positives: 12908 1.43%
+# False negatives: 891552 71.16%
+# TCR(l=50): 0.815197 SpamRecall: 28.842% SpamPrec: 96.551%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111478 98.60%
-# Correctly spam: 47189 31.06%
-# False positives: 1580 1.40%
-# False negatives: 104757 68.94%
-# TCR(l=50): 0.826886 SpamRecall: 31.056% SpamPrec: 96.760%
+# Correctly non-spam: 110997 98.53%
+# Correctly spam: 44950 28.71%
+# False positives: 1659 1.47%
+# False negatives: 111614 71.29%
+# TCR(l=50): 0.804692 SpamRecall: 28.710% SpamPrec: 96.441%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1877544&r1=1877543&r2=1877544&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun May 10 07:07:17 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 872850 48.029% (98.699% of non-spam corpus)
-# Correctly spam: 639284 35.177% (68.520% of spam corpus)
-# False positives: 11502 0.633% (1.301% of nonspam, 864077 weighted)
-# False negatives: 293701 16.161% (31.480% of spam, 1001060 weighted)
-# Average score for spam: 11.0 nonspam: -1.9
-# Average for false-pos: 7.1 false-neg: 3.4
-# TOTAL: 1817337 100.00%
+# Correctly non-spam: 383232 21.570% (97.316% of non-spam corpus)
+# Correctly spam: 862915 48.569% (62.399% of spam corpus)
+# False positives: 10570 0.595% (2.684% of nonspam, 3041800 weighted)
+# False negatives: 519973 29.266% (37.601% of spam, 1703977 weighted)
+# Average score for spam: 8.5 nonspam: -1.9
+# Average for false-pos: 8.2 false-neg: 3.3
+# TOTAL: 1776690 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 107991 97.83%
-# Correctly spam: 79951 68.66%
-# False positives: 2395 2.17%
-# False negatives: 36487 31.34%
-# TCR(l=50): 0.745265 SpamRecall: 68.664% SpamPrec: 97.092%
+# Correctly non-spam: 47823 97.33%
+# Correctly spam: 107974 62.47%
+# False positives: 1314 2.67%
+# False negatives: 64866 37.53%
+# TCR(l=50): 1.323775 SpamRecall: 62.470% SpamPrec: 98.798%
##### 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: 880832 99.60%
-# Correctly spam: 423583 45.40%
-# False positives: 3520 0.40%
-# False negatives: 509402 54.60%
-# TCR(l=50): 1.361223 SpamRecall: 45.401% SpamPrec: 99.176%
+# Correctly non-spam: 389600 98.93%
+# Correctly spam: 608846 44.03%
+# False positives: 4202 1.07%
+# False negatives: 774042 55.97%
+# TCR(l=50): 1.405171 SpamRecall: 44.027% SpamPrec: 99.315%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 109932 99.59%
-# Correctly spam: 53200 45.69%
-# False positives: 454 0.41%
-# False negatives: 63238 54.31%
-# TCR(l=50): 1.354907 SpamRecall: 45.690% SpamPrec: 99.154%
+# Correctly non-spam: 48581 98.87%
+# Correctly spam: 76076 44.02%
+# False positives: 556 1.13%
+# False negatives: 96764 55.98%
+# TCR(l=50): 1.387560 SpamRecall: 44.015% SpamPrec: 99.274%