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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/06/09 08:58:10 UTC
svn commit: r1860879 [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=1860879&r1=1860878&r2=1860879&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jun 9 08:58:10 2019
@@ -1,168 +1,179 @@
-# Using score set 1 logs for revision 1860470 from:
-# ham-net-axb-coi-bulk.r1860470.log ham-net-axb-generic.r1860470.log ham-net-axb-ham-misc.r1860470.log ham-net-darxus.r1860470.log ham-net-ena-week0.r1860470.log ham-net-ena-week1.r1860470.log ham-net-ena-week2.r1860470.log ham-net-ena-week3.r1860470.log ham-net-ena-week4.r1860470.log ham-net-giovanni-ham.r1860470.log ham-net-giovanni-spammy.r1860470.log ham-net-giovanni-spam.r1860470.log ham-net-grenier.r1860470.log ham-net-hege.r1860470.log ham-net-jarif.r1860470.log ham-net-jbrooks.r1860470.log ham-net-npiazzi.r1860470.log ham-net-pds.r1860470.log ham-net-sihde.r1860470.log ham-net-spamsponge.r1860470.log ham-net-thendrikx.r1860470.log spam-net-axb-coi-bulk.r1860470.log spam-net-axb-generic.r1860470.log spam-net-axb-ham-misc.r1860470.log spam-net-darxus.r1860470.log spam-net-ena-week0.r1860470.log spam-net-ena-week1.r1860470.log spam-net-ena-week2.r1860470.log spam-net-ena-week3.r1860470.log spam-net-ena-week4.r1860470.log spam-net-giovanni-ham.r1860470.log spam-net-giovanni-spam
my.r1860470.log spam-net-giovanni-spam.r1860470.log spam-net-grenier.r1860470.log spam-net-hege.r1860470.log spam-net-jarif.r1860470.log spam-net-jbrooks.r1860470.log spam-net-npiazzi.r1860470.log spam-net-pds.r1860470.log spam-net-sihde.r1860470.log spam-net-spamsponge.r1860470.log spam-net-thendrikx.r1860470.log
+# Using score set 1 logs for revision 1860814 from:
+# ham-net-axb-coi-bulk.r1860814.log ham-net-axb-generic.r1860814.log ham-net-axb-ham-misc.r1860814.log ham-net-darxus.r1860814.log ham-net-ena-week0.r1860814.log ham-net-ena-week1.r1860814.log ham-net-ena-week2.r1860814.log ham-net-ena-week3.r1860814.log ham-net-ena-week4.r1860814.log ham-net-giovanni-ham.r1860814.log ham-net-giovanni-spammy.r1860814.log ham-net-giovanni-spam.r1860814.log ham-net-grenier.r1860814.log ham-net-hege.r1860814.log ham-net-jarif.r1860814.log ham-net-jbrooks.r1860814.log ham-net-mmiroslaw-mails-ham.r1860814.log ham-net-mmiroslaw-mails-spam.r1860814.log ham-net-npiazzi.r1860814.log ham-net-pds.r1860814.log ham-net-sihde.r1860814.log ham-net-spamsponge.r1860814.log ham-net-thendrikx.r1860814.log spam-net-axb-coi-bulk.r1860814.log spam-net-axb-generic.r1860814.log spam-net-axb-ham-misc.r1860814.log spam-net-darxus.r1860814.log spam-net-ena-week0.r1860814.log spam-net-ena-week1.r1860814.log spam-net-ena-week2.r1860814.log spam-net-ena-week3.r1860814.log spam-n
et-ena-week4.r1860814.log spam-net-giovanni-ham.r1860814.log spam-net-giovanni-spammy.r1860814.log spam-net-giovanni-spam.r1860814.log spam-net-grenier.r1860814.log spam-net-hege.r1860814.log spam-net-jarif.r1860814.log spam-net-jbrooks.r1860814.log spam-net-mmiroslaw-mails-ham.r1860814.log spam-net-mmiroslaw-mails-spam.r1860814.log spam-net-npiazzi.r1860814.log spam-net-pds.r1860814.log spam-net-sihde.r1860814.log spam-net-spamsponge.r1860814.log spam-net-thendrikx.r1860814.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.323
-score ADVANCE_FEE_3_NEW 2.958
-score ADVANCE_FEE_3_NEW_MONEY 1.141
-score ADVANCE_FEE_4_NEW 2.596
-score ADVANCE_FEE_4_NEW_MONEY 2.696
-score ADVANCE_FEE_5_NEW 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.796
+score AC_DIV_BONANZA 0.001 # force non-zero
+score ADMITS_SPAM 3.200
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 2.716
+score ADVANCE_FEE_3_NEW_MONEY 2.699
+score ADVANCE_FEE_4_NEW 2.699
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW 3.112
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.549
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 1.498
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score ANY_PILL_PRICE 2.696
+score AD_PREFS 1.400
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
+score ANY_PILL_PRICE 2.699
+score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.996
-score BITCOIN_EXTORT_01 3.634
-score BITCOIN_MALWARE 2.405
-score BITCOIN_PAY_ME 2.996
-score BITCOIN_SPAM_01 1.133
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 0.152
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_08 2.497
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_SPAM_11 0.844
-score BODY_SINGLE_WORD 2.498
-score BODY_URI_ONLY 0.998
-score BOGUS_MSM_HDRS 0.966
+score BITCOIN_DEADLINE 2.515
+score BITCOIN_EXTORT_01 3.498
+score BITCOIN_MALWARE 0.577
+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_05 2.500
+score BITCOIN_SPAM_06 0.337
+score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_08 1.058
+score BITCOIN_SPAM_09 1.500
+score BITCOIN_SPAM_10 2.499
+score BITCOIN_SPAM_11 1.940
+score BODY_EMPTY 1.999
+score BODY_SINGLE_URI 0.001
+score BODY_SINGLE_WORD 2.499
+score BODY_URI_ONLY 0.999
+score BOGUS_MSM_HDRS 1.628
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.001
-score DATE_IN_FUTURE_96_Q 0.693
-score DEAR_BENEFICIARY 0.001
-score DX_TEXT_03 1.574
-score EBAY_IMG_NOT_RCVD_EBAY 1.028
+score CK_HELO_GENERIC 0.249
+score DATE_IN_FUTURE_96_Q 1.712
+score DEAR_BENEFICIARY 2.096
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.296
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.132
-score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.217
+score FORGED_MUA_POSTFIX 0.001 # force non-zero
+score FORGED_RELAY_MUA_TO_MX 3.499
+score FORM_FRAUD 0.628
+score FORM_FRAUD_5 0.001 # force non-zero
+score FOUND_YOU 2.784
score FREEMAIL_DISPTO 0.499
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FREEM_FRNUM_UNICD_EMPTY 1.514
-score FROMSPACE 3.364
-score FROM_ADDR_WS 0.913
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEM_FRNUM_UNICD_EMPTY 2.278
+score FROMSPACE 2.896
+score FROM_ADDR_WS 0.428
score FROM_GOV_SPOOF 0.001
-score FROM_IN_TO_AND_SUBJ 2.437
+score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 1.953
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.271
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
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 1.499
-score FROM_NTLD_REPLY_FREEMAIL 1.995
-score FROM_PAYPAL_SPOOF 1.159
+score FROM_NTLD_REPLY_FREEMAIL 1.997
+score FROM_PAYPAL_SPOOF 1.016
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_WSP_TRAIL 2.997
-score FSL_BULK_SIG 1.010
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
-score FSL_HELO_FAKE 3.679
+score FROM_WSP_TRAIL 2.599
+score FSL_BULK_SIG 1.128
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 3.693
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 2.725
+score FSL_THIS_IS_ADV 0.667
+score FUZZY_BITCOIN 2.491
+score FUZZY_CLICK_HERE 1.832
+score FUZZY_UNSUBSCRIBE 2.699
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.098
-score HDR_ORDER_FTSDMCXX_DIRECT 1.997
-score HDR_ORDER_FTSDMCXX_NORDNS 3.496
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
-score HELO_MISC_IP 0.001
-score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_FROM 0.999
-score HK_RCVD_IP_MULTICAST 0.998
-score HK_SCAM_N2 0.810
-score HK_SCAM_N3 2.226
-score HOSTED_IMG_DIRECT_MX 2.590
-score HTML_OFF_PAGE 2.475
-score HTML_SHRT_CMNT_OBFU_MANY 0.066
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.499
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.001 # force non-zero
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RCVD_IP_MULTICAST 0.999
+score HK_SCAM_N2 2.019
+score HOSTED_IMG_DIRECT_MX 1.672
+score HOSTED_IMG_FREEM 2.254
+score HTML_OFF_PAGE 1.092
+score HTML_SHRT_CMNT_OBFU_MANY 2.088
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.302
-score IMG_ONLY_FM_DOM_INFO 2.238
-score KB_FORGED_MOZ4 2.013
-score LIST_PARTIAL_SHORT_MSG 1.017
-score LIST_PRTL_SAME_USER 0.199
-score LONG_HEX_URI 1.312
+score HTML_TEXT_INVISIBLE_STYLE 0.943
+score IMG_ONLY_FM_DOM_INFO 2.253
+score KB_FORGED_MOZ4 4.153
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PRTL_SAME_USER 0.274
+score LONG_HEX_URI 0.859
score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001
-score MALF_HTML_B64 2.463
-score MIMEOLE_DIRECT_TO_MX 0.912
-score MIME_NO_TEXT 1.997
-score MIXED_ES 2.397
-score MONEY_ATM_CARD 1.389
-score MONEY_FRAUD_3 1.756
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.096
-score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 1.997
-score MSM_PRIO_REPTO 1.688
-score NORDNS_LOW_CONTRAST 1.432
+score LOTTO_AGENT 0.168
+score MALF_HTML_B64 1.470
+score MIMEOLE_DIRECT_TO_MX 1.999
+score MIME_NO_TEXT 1.638
+score MIXED_ES 2.399
+score MONEY_ATM_CARD 1.701
+score MONEY_FORM 1.384
+score MONEY_FRAUD_3 1.083
+score MONEY_FRAUD_5 2.571
+score MONEY_FRAUD_8 2.398
+score MONEY_FROM_41 1.999
+score MONEY_FROM_MISSP 1.787
+score MSM_PRIO_REPTO 1.078
+score NORDNS_LOW_CONTRAST 1.678
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.136
-score NUMBERONLY_BITCOIN_EXP 0.998
-score OBFU_BITCOIN 0.630
-score OBFU_TEXT_ATTACH 1.458
-score ONLINE_MKTG_CNSLT 2.498
-score PDS_X_PHP_WP_EXP 1.498
-score PHP_ORIG_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
-score RATWARE_NO_RDNS 2.549
-score RCVD_IN_MSPIKE_H2 -0.597
-score RDNS_NUM_TLD_ATCHNX 0.508
-score RDNS_NUM_TLD_XM 2.876
-score RISK_FREE 3.496
-score SEO_SUSP_NTLD 1.198
-score SERGIO_SUBJECT_PORN011 2.299
-score SERGIO_SUBJECT_PORN014 3.697
-score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 2.497
-score SHORT_BODY_G_DRIVE_DYN 1.498
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 2.497
-score STATIC_XPRIO_OLE 1.997
-score STOCK_LOW_CONTRAST 2.497
-score STYLE_GIBBERISH 0.885
+score NSL_RCVD_HELO_USER 0.255
+score NUMBERONLY_BITCOIN_EXP 0.417
+score OBFU_BITCOIN 2.999
+score OBFU_TEXT_ATTACH 1.700
+score ONLINE_MKTG_CNSLT 2.499
+score PHP_ORIG_SCRIPT 1.752
+score PP_MIME_FAKE_ASCII_TEXT 0.751
+score RATWARE_NO_RDNS 1.957
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_ATCHNX 1.432
+score RDNS_NUM_TLD_XM 2.999
+score RISK_FREE 3.499
+score SEO_SUSP_NTLD 1.199
+score SERGIO_SUBJECT_PORN011 2.285
+score SERGIO_SUBJECT_PORN014 2.586
+score SERGIO_SUBJECT_VIAGRA01 0.001 # force non-zero
+score SHORTENED_URL_SRC 0.244
+score SHORTENER_SHORT_IMG 0.950
+score SHORT_BODY_G_DRIVE_DYN 1.499
+score SINGLETS_LOW_CONTRAST 0.001
+score SPOOFED_FREEM_REPTO 2.499
+score STATIC_XPRIO_OLE 2.000
+score STOCK_LOW_CONTRAST 2.499
+score STYLE_GIBBERISH 1.129
score THIS_AD 0.001
-score TO_EQ_FM_DIRECT_MX 2.497
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.314
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.140
-score TO_NO_BRKTS_FROM_MSSP 2.051
-score TO_NO_BRKTS_HTML_IMG 1.998
-score TO_NO_BRKTS_HTML_ONLY 1.258
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 0.648
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_APP_LOAN 0.907
-score TVD_SPACE_ENCODED 0.463
-score TVD_SPACE_RATIO_MINFP 2.497
-score TVD_SUBJ_APPR_LOAN 2.205
-score UNICODE_OBFU_ZW 3.163
-score URI_BUFFLY 0.960
-score URI_GOOGLE_PROXY 1.497
-score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.203
-score URI_TRY_3LD 0.221
-score URI_WPADMIN 2.397
-score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 1.801
-score USB_DRIVES 1.997
-score XPRIO 1.265
-score XPRIO_SHORT_SUBJ 1.713
-score ZW_OBFU_BITCOIN 0.280
-score ZW_OBFU_FROMTOSUBJ 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.138
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 1.731
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.285
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.417
+score TO_NO_BRKTS_HTML_ONLY 1.118
+score TO_NO_BRKTS_MSFT 1.427
+score TO_NO_BRKTS_NORDNS_HTML 0.647
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_APP_LOAN 2.662
+score TVD_SPACE_ENCODED 1.078
+score TVD_SPACE_RATIO_MINFP 2.499
+score TVD_SUBJ_APPR_LOAN 2.703
+score TVD_SUBJ_NUM_OBFU_MINFP 2.488
+score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ZW 3.166
+score URI_BUFFLY 1.999
+score URI_GOOGLE_PROXY 1.717
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 1.167
+score URI_TRY_3LD 0.001
+score URI_WPADMIN 1.648
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 1.309
+score USB_DRIVES 1.999
+score XPRIO 1.268
+score XPRIO_SHORT_SUBJ 1.236
+score ZW_OBFU_BITCOIN 1.419
+score ZW_OBFU_FROMTOSUBJ 1.997
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -175,9 +186,7 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADVANCE_FEE_2_NEW_FORM 1.000
score APP_DEVELOPMENT_FREEM 1.000
-score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_SPAM_04 1.000
-score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_12 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -185,6 +194,7 @@ score BULK_RE_SUSP_NTLD 1.0
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
score COMPENSATION 1.000
+score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENCRYPTED_MESSAGE -1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
@@ -201,13 +211,13 @@ score GOOGLE_DOCS_PHISH_MANY 1.0
score GOOG_MALWARE_DNLD 1.000
score HEXHASH_WORD 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
-score HOSTED_IMG_FREEM 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LUCRATIVE 1.000
score PDS_PHP_EVAL 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
@@ -221,9 +231,7 @@ score SPOOFED_FREEM_REPTO_CHN 1.0
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SYSADMIN 1.000
-score THIS_IS_ADV_SUSP_NTLD 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
-score UNICODE_OBFU_ASC 1.000
score URI_DATA 1.000
score URI_OPTOUT_3LD 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1860879&r1=1860878&r2=1860879&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jun 9 08:58:10 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 221027 33.511% (96.420% of non-spam corpus)
-# Correctly spam: 321436 48.735% (74.695% of spam corpus)
-# False positives: 8207 1.244% (3.580% of nonspam, 450077 weighted)
-# False negatives: 108894 16.510% (25.305% of spam, 219030 weighted)
+# Correctly non-spam: 221017 33.511% (96.416% of non-spam corpus)
+# Correctly spam: 320947 48.662% (74.586% of spam corpus)
+# False positives: 8216 1.246% (3.584% of nonspam, 450598 weighted)
+# False negatives: 109358 16.581% (25.414% of spam, 222048 weighted)
# Average score for spam: 9.2 nonspam: 1.2
# Average for false-pos: 5.8 false-neg: 2.0
-# TOTAL: 659564 100.00%
+# TOTAL: 659538 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 27726 96.54%
-# Correctly spam: 40594 75.67%
-# False positives: 994 3.46%
-# False negatives: 13050 24.33%
-# TCR(l=50): 0.854884 SpamRecall: 75.673% SpamPrec: 97.610%
+# Correctly non-spam: 27724 96.53%
+# Correctly spam: 40376 75.27%
+# False positives: 996 3.47%
+# False negatives: 13267 24.73%
+# TCR(l=50): 0.850572 SpamRecall: 75.268% SpamPrec: 97.593%
##### 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: 220368 96.13%
-# Correctly spam: 213055 49.51%
-# False positives: 8866 3.87%
-# False negatives: 217275 50.49%
-# TCR(l=50): 0.651448 SpamRecall: 49.510% SpamPrec: 96.005%
+# Correctly non-spam: 220358 96.13%
+# Correctly spam: 213246 49.56%
+# False positives: 8875 3.87%
+# False negatives: 217059 50.44%
+# TCR(l=50): 0.651179 SpamRecall: 49.557% SpamPrec: 96.004%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 27640 96.24%
-# Correctly spam: 26800 49.96%
-# False positives: 1080 3.76%
-# False negatives: 26844 50.04%
-# TCR(l=50): 0.663550 SpamRecall: 49.959% SpamPrec: 96.126%
+# Correctly non-spam: 27631 96.21%
+# Correctly spam: 26654 49.69%
+# False positives: 1089 3.79%
+# False negatives: 26989 50.31%
+# TCR(l=50): 0.658689 SpamRecall: 49.688% SpamPrec: 96.075%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1860879&r1=1860878&r2=1860879&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jun 9 08:58:10 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 254560 34.265% (99.381% of non-spam corpus)
-# Correctly spam: 443298 59.670% (91.070% of spam corpus)
-# False positives: 1586 0.213% (0.619% of nonspam, 260341 weighted)
-# False negatives: 43467 5.851% (8.930% of spam, 100209 weighted)
-# Average score for spam: 15.1 nonspam: -2.3
-# Average for false-pos: 8.6 false-neg: 2.3
-# TOTAL: 742911 100.00%
+# Correctly non-spam: 228848 34.870% (99.349% of non-spam corpus)
+# Correctly spam: 347904 53.011% (81.679% of spam corpus)
+# False positives: 1499 0.228% (0.651% of nonspam, 231665 weighted)
+# False negatives: 78038 11.891% (18.321% of spam, 217699 weighted)
+# Average score for spam: 13.9 nonspam: -2.0
+# Average for false-pos: 8.4 false-neg: 2.8
+# TOTAL: 656289 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 31798 99.41%
-# Correctly spam: 55384 91.16%
-# False positives: 190 0.59%
-# False negatives: 5371 8.84%
-# TCR(l=50): 4.085468 SpamRecall: 91.160% SpamPrec: 99.658%
+# Correctly non-spam: 28628 99.25%
+# Correctly spam: 43399 81.76%
+# False positives: 215 0.75%
+# False negatives: 9684 18.24%
+# TCR(l=50): 2.597778 SpamRecall: 81.757% SpamPrec: 99.507%
##### 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: 254326 99.29%
-# Correctly spam: 333930 68.60%
-# False positives: 1820 0.71%
-# False negatives: 152835 31.40%
-# TCR(l=50): 1.996288 SpamRecall: 68.602% SpamPrec: 99.458%
+# Correctly non-spam: 228702 99.29%
+# Correctly spam: 254686 59.79%
+# False positives: 1645 0.71%
+# False negatives: 171256 40.21%
+# TCR(l=50): 1.680205 SpamRecall: 59.794% SpamPrec: 99.358%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 31770 99.32%
-# Correctly spam: 41793 68.79%
-# False positives: 218 0.68%
-# False negatives: 18962 31.21%
-# TCR(l=50): 2.034525 SpamRecall: 68.789% SpamPrec: 99.481%
+# Correctly non-spam: 28650 99.33%
+# Correctly spam: 31846 59.99%
+# False positives: 193 0.67%
+# False negatives: 21237 40.01%
+# TCR(l=50): 1.718619 SpamRecall: 59.993% SpamPrec: 99.398%