Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1869643&r1=1869642&r2=1869643&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Nov 11 05:45:56 2019
@@ -1,219 +1,213 @@
# Using score set 1 logs for revision 1869598 from:
-# ham-net-axb-coi-bulk.r1869598.log ham-net-axb-generic.r1869598.log ham-net-axb-ham-misc.r1869598.log ham-net-darxus.r1869598.log ham-net-ena-week0.r1869598.log ham-net-ena-week1.r1869598.log ham-net-ena-week2.r1869598.log ham-net-ena-week3.r1869598.log ham-net-ena-week4.r1869598.log ham-net-grenier.r1869598.log ham-net-hege.r1869598.log ham-net-jarif.r1869598.log ham-net-jbrooks.r1869598.log ham-net-mmiroslaw-mails-ham.r1869598.log ham-net-mmiroslaw-mails-spam.r1869598.log ham-net-npiazzi.r1869598.log ham-net-pds.r1869598.log ham-net-sihde.r1869598.log ham-net-spamsponge.r1869598.log ham-net-thendrikx.r1869598.log spam-net-axb-coi-bulk.r1869598.log spam-net-axb-generic.r1869598.log spam-net-axb-ham-misc.r1869598.log spam-net-darxus.r1869598.log spam-net-ena-week0.r1869598.log spam-net-ena-week1.r1869598.log spam-net-ena-week2.r1869598.log spam-net-ena-week3.r1869598.log spam-net-ena-week4.r1869598.log spam-net-grenier.r1869598.log spam-net-hege.r1869598.log spam-net-jarif.r1869598
.log spam-net-jbrooks.r1869598.log spam-net-mmiroslaw-mails-ham.r1869598.log spam-net-mmiroslaw-mails-spam.r1869598.log spam-net-npiazzi.r1869598.log spam-net-pds.r1869598.log spam-net-sihde.r1869598.log spam-net-spamsponge.r1869598.log spam-net-thendrikx.r1869598.log
+# ham-net-axb-coi-bulk.r1869598.log ham-net-axb-generic.r1869598.log ham-net-axb-ham-misc.r1869598.log ham-net-darxus.r1869598.log ham-net-ena-week0.r1869598.log ham-net-ena-week1.r1869598.log ham-net-ena-week2.r1869598.log ham-net-ena-week3.r1869598.log ham-net-ena-week4.r1869598.log ham-net-grenier.r1869598.log ham-net-hege.r1869598.log ham-net-jarif.r1869598.log ham-net-jbrooks.r1869598.log ham-net-llanga.r1869598.log ham-net-mmiroslaw-mails-ham.r1869598.log ham-net-mmiroslaw-mails-spam.r1869598.log ham-net-npiazzi.r1869598.log ham-net-pds.r1869598.log ham-net-sihde.r1869598.log ham-net-spamsponge.r1869598.log ham-net-thendrikx.r1869598.log spam-net-axb-coi-bulk.r1869598.log spam-net-axb-generic.r1869598.log spam-net-axb-ham-misc.r1869598.log spam-net-darxus.r1869598.log spam-net-ena-week0.r1869598.log spam-net-ena-week1.r1869598.log spam-net-ena-week2.r1869598.log spam-net-ena-week3.r1869598.log spam-net-ena-week4.r1869598.log spam-net-grenier.r1869598.log spam-net-hege.r1869598
.log spam-net-jarif.r1869598.log spam-net-jbrooks.r1869598.log spam-net-llanga.r1869598.log spam-net-mmiroslaw-mails-ham.r1869598.log spam-net-mmiroslaw-mails-spam.r1869598.log spam-net-npiazzi.r1869598.log spam-net-pds.r1869598.log spam-net-sihde.r1869598.log spam-net-spamsponge.r1869598.log spam-net-thendrikx.r1869598.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.230
-score ADVANCE_FEE_2_NEW_MONEY 0.960
-score ADVANCE_FEE_3_NEW 2.645
-score ADVANCE_FEE_3_NEW_MONEY 2.565
-score ADVANCE_FEE_4_NEW 1.246
-score ADVANCE_FEE_4_NEW_MONEY 2.599
-score ADVANCE_FEE_5_NEW 1.683
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.821
-score ADVANCE_FEE_5_NEW_MONEY 1.252
+score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 2.228
+score ADVANCE_FEE_2_NEW_MONEY 1.415
+score ADVANCE_FEE_3_NEW 3.465
+score ADVANCE_FEE_3_NEW_MONEY 2.421
+score ADVANCE_FEE_4_NEW 2.240
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW 2.123
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.668
+score ADVANCE_FEE_5_NEW_MONEY 0.478
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.486
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.938
-score AXB_X_AOL_SEZ_S 2.899
+score AMAZON_IMG_NOT_RCVD_AMZN 2.054
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.523
+score AXB_X_AOL_SEZ_S 2.999
score BIGNUM_EMAILS 2.999
-score BITCOIN_DEADLINE 2.267
-score BITCOIN_EXTORT_01 2.485
-score BITCOIN_SPAM_01 0.001 # force non-zero
-score BITCOIN_SPAM_02 2.011
-score BITCOIN_SPAM_05 0.428
-score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_08 2.395
+score BITCOIN_DEADLINE 2.021
+score BITCOIN_EXTORT_01 3.228
+score BITCOIN_SPAM_02 2.020
+score BITCOIN_SPAM_05 0.855
+score BITCOIN_SPAM_07 2.886
+score BITCOIN_SPAM_08 2.400
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 1.972
+score BODY_EMPTY 0.059
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.927
+score BOGUS_MSM_HDRS 2.924
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.250
-score DEAR_BENEFICIARY 3.499
+score CK_HELO_GENERIC 0.249
+score DEAR_BENEFICIARY 2.774
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DOS_OUTLOOK_TO_MX_IMAGE 2.757
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
-score DX_TEXT_03 1.499
-score EBAY_IMG_NOT_RCVD_EBAY 0.588
-score END_FUTURE_EMAILS 1.086
-score FAKE_REPLY_A1 3.199
-score FILL_THIS_FORM 0.001 # force non-zero
-score FORGED_RELAY_MUA_TO_MX 3.391
-score FORGED_SPF_HELO 0.804
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001
+score DOS_OUTLOOK_TO_MX_IMAGE 2.889
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.318
+score DX_TEXT_03 1.599
+score EBAY_IMG_NOT_RCVD_EBAY 1.133
+score END_FUTURE_EMAILS 0.456
+score FAKE_REPLY_A1 2.899
+score FILL_THIS_FORM 0.046
+score FORGED_RELAY_MUA_TO_MX 3.135
+score FORGED_SPF_HELO 1.236
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.037
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.071
-score FROMSPACE 3.699
-score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 0.662
+score FREEMAIL_FORGED_FROMDOMAIN 0.170
+score FROMSPACE 0.001
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_ADDR_WS 0.563
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
-score FROM_GOV_SPOOF 0.001
+score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.499
-score FROM_MISSP_EH_MATCH 1.229
-score FROM_MISSP_FREEMAIL 1.833
-score FROM_MISSP_MSFT 1.319
-score FROM_MISSP_REPLYTO 2.251
+score FROM_MISSP_DYNIP 3.456
+score FROM_MISSP_EH_MATCH 1.227
+score FROM_MISSP_FREEMAIL 1.485
+score FROM_MISSP_MSFT 1.184
+score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.180
-score FROM_MISSP_USER 1.223
+score FROM_MISSP_USER 2.583
score FROM_MISSP_XPRIO 2.499
-score FROM_NAME_EQ_TO_G_DRIVE 0.849
-score FROM_NTLD_REPLY_FREEMAIL 1.117
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.314
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 1.631
-score FSL_BULK_SIG 0.264
-score FSL_CTYPE_WIN1251 0.283
-score FSL_HELO_FAKE 0.552
-score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 1.839
-score FUZZY_BITCOIN 2.500
-score FUZZY_CLICK_HERE 2.900
+score FROM_WORDY 2.252
+score FSL_BULK_SIG 0.123
+score FSL_CTYPE_WIN1251 2.138
+score FSL_HELO_FAKE 0.651
+score FSL_NEW_HELO_USER 1.716
+score FSL_THIS_IS_ADV 2.076
+score FUZZY_CLICK_HERE 3.000
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.015
+score GB_BITCOIN_NH 1.371
score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_OBFU 0.749
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.899
-score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 0.174
+score GOOG_REDIR_NORDNS 0.001
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.100
+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
-score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.815
+score HELO_NO_DOMAIN 0.161
+score HK_LOTTO 0.575
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.999
-score HK_SCAM 1.509
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.786
+score HK_RCVD_IP_MULTICAST 1.564
+score HK_SCAM 1.680
+score HK_WIN 1.000
+score HOSTED_IMG_DIRECT_MX 1.627
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 2.335
-score HTML_OFF_PAGE 1.994
-score HTML_SINGLET_MANY 1.007
-score HTML_TEXT_INVISIBLE_STYLE 2.185
-score IMG_ONLY_FM_DOM_INFO 1.787
-score KB_FORGED_MOZ4 3.297
+score HOSTED_IMG_MULTI 2.421
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 1.045
+score HTML_TEXT_INVISIBLE_STYLE 2.457
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KB_FORGED_MOZ4 0.001
score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.400
+score KHOP_HELO_FCRDNS 0.399
score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 1.491
-score LONG_IMG_URI 0.461
+score LONG_HEX_URI 1.618
+score LONG_IMG_URI 0.964
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MALFORMED_FREEMAIL 1.220
-score MALF_HTML_B64 0.907
-score MALWARE_NORDNS 1.528
-score MALWARE_PASSWORD 3.182
-score MANY_HDRS_LCASE 0.099
+score MALFORMED_FREEMAIL 1.366
+score MALF_HTML_B64 1.549
+score MALWARE_NORDNS 1.676
+score MALWARE_PASSWORD 3.049
+score MANY_HDRS_LCASE 0.100
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.792
-score MIMEOLE_DIRECT_TO_MX 2.000
-score MIXED_ES 2.399
-score MONEY_ATM_CARD 1.611
-score MONEY_FORM 0.336
-score MONEY_FORM_SHORT 1.639
-score MONEY_FRAUD_3 1.301
-score MONEY_FRAUD_5 0.571
-score MONEY_FRAUD_8 1.905
+score MILLION_HUNDRED 2.227
+score MIMEOLE_DIRECT_TO_MX 1.999
+score MIXED_ES 2.499
+score MONEY_ATM_CARD 2.699
+score MONEY_FORM 0.291
+score MONEY_FORM_SHORT 1.655
+score MONEY_FRAUD_3 1.275
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.991
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 2.000
-score NORDNS_LOW_CONTRAST 1.288
+score MONEY_FROM_MISSP 1.999
+score NORDNS_LOW_CONTRAST 1.254
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.884
-score NSL_RCVD_HELO_USER 0.956
-score NUMBERONLY_BITCOIN_EXP 1.651
+score NSL_RCVD_FROM_USER 2.378
+score NSL_RCVD_HELO_USER 1.160
+score NUMBERONLY_BITCOIN_EXP 0.598
score OBFU_BITCOIN 2.999
-score ONLINE_MKTG_CNSLT 2.799
-score PDS_BTC_ID 0.500
-score PDS_BTC_NTLD 1.953
-score PDS_DBL_URL_TNB_RUNON 1.773
+score ONLINE_MKTG_CNSLT 2.899
+score PDS_BTC_ID 0.499
+score PDS_BTC_NTLD 1.999
+score PDS_DBL_URL_TNB_RUNON 1.714
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.799
+score PDS_FROM_2_EMAILS 1.900
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.413
+score PDS_HELO_SPF_FAIL 1.829
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 1.500
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.575
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.426
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 3.100
+score PDS_TO_EQ_FROM_NAME 3.055
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.195
+score PP_MIME_FAKE_ASCII_TEXT 0.827
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.980
-score SEO_SUSP_NTLD 0.001
-score SERGIO_SUBJECT_PORN014 3.199
+score SEO_SUSP_NTLD 0.999
+score SERGIO_SUBJECT_PORN014 3.299
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.750
-score SHORT_BODY_G_DRIVE_DYN 1.474
-score SHORT_IMG_SUSP_NTLD 0.399
+score SHORTENER_SHORT_IMG 1.936
+score SHORT_BODY_G_DRIVE_DYN 1.078
+score SHORT_IMG_SUSP_NTLD 1.287
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 1.468
-score STOCK_LOW_CONTRAST 2.500
+score STATIC_XPRIO_OLE 1.524
+score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.508
-score TEQF_USR_MSGID_MALF 1.833
-score THIS_AD 1.699
+score SUBJ_OBFU_PUNCT_MANY 1.509
+score TEQF_USR_MSGID_MALF 2.269
+score THIS_AD 1.799
score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_HTML_IMG 0.367
-score TO_EQ_FM_DOM_HTML_ONLY 0.399
-score TO_EQ_FM_DOM_SPF_FAIL 1.011
-score TO_EQ_FM_HTML_ONLY 0.509
-score TO_EQ_FM_SPF_FAIL 0.508
+score TO_EQ_FM_DOM_HTML_IMG 0.404
+score TO_EQ_FM_DOM_HTML_ONLY 0.533
+score TO_EQ_FM_DOM_SPF_FAIL 0.473
+score TO_EQ_FM_HTML_ONLY 0.353
+score TO_EQ_FM_SPF_FAIL 1.357
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.238
-score TO_NO_BRKTS_DYNIP 3.162
+score TO_NAME_SUBJ_NO_RDNS 1.468
+score TO_NO_BRKTS_DYNIP 3.166
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.836
+score TO_NO_BRKTS_HTML_IMG 0.835
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.643
-score TVD_IP_HEX 1.139
-score TVD_IP_SING_HEX 1.594
-score TVD_SPACE_ENCODED 1.076
-score TVD_SPACE_RATIO_MINFP 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TVD_IP_HEX 0.698
+score TVD_IP_SING_HEX 2.604
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 2.500
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_DOM_NO_BODY 3.749
-score UPGRADE_MAILBOX 1.699
-score URI_GOOGLE_PROXY 2.199
-score URI_HEX_IP 1.114
-score URI_ONLY_MSGID_MALF 0.911
-score URI_PHISH 3.298
+score UPGRADE_MAILBOX 1.799
+score URI_GOOGLE_PROXY 2.299
+score URI_HEX_IP 1.640
+score URI_ONLY_MSGID_MALF 1.472
+score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.001
-score URI_WP_HACKED 1.681
-score URI_WP_HACKED_2 2.499
-score US_DOLLARS_3 1.994
+score URI_TRY_3LD 0.709
+score URI_WP_HACKED 2.531
+score URI_WP_HACKED_2 2.500
+score US_DOLLARS_3 1.565
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.313
-score YOU_INHERIT 2.499
+score XPRIO_URL_SHORTNER 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -230,6 +224,7 @@ score APP_DEVELOPMENT_NORDNS 1.0
score BITCOIN_BOMB 1.000
score BITCOIN_MALWARE 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
@@ -296,6 +291,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
+score RDNS_NUM_TLD_XM 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1869643&r1=1869642&r2=1869643&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Nov 11 05:45:56 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 634246 42.526% (99.548% of non-spam corpus)
-# Correctly spam: 688179 46.143% (80.556% of spam corpus)
-# False positives: 2879 0.193% (0.452% of nonspam, 111193 weighted)
-# False negatives: 166112 11.138% (19.444% of spam, 377785 weighted)
-# Average score for spam: 11.5 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.3
-# TOTAL: 1491416 100.00%
+# Correctly non-spam: 621871 41.000% (99.594% of non-spam corpus)
+# Correctly spam: 717628 47.314% (80.421% of spam corpus)
+# False positives: 2535 0.167% (0.406% of nonspam, 102564 weighted)
+# False negatives: 174710 11.519% (19.579% of spam, 400902 weighted)
+# Average score for spam: 11.1 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.3
+# TOTAL: 1516744 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 79146 99.53%
-# Correctly spam: 85940 80.65%
-# False positives: 370 0.47%
-# False negatives: 20616 19.35%
-# TCR(l=50): 2.724103 SpamRecall: 80.652% SpamPrec: 99.571%
+# Correctly non-spam: 77536 99.44%
+# Correctly spam: 89447 80.28%
+# False positives: 439 0.56%
+# False negatives: 21971 19.72%
+# TCR(l=50): 2.536782 SpamRecall: 80.281% SpamPrec: 99.512%
##### 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: 622254 97.67%
-# Correctly spam: 363811 42.59%
-# False positives: 14871 2.33%
-# False negatives: 490480 57.41%
-# TCR(l=50): 0.692277 SpamRecall: 42.586% SpamPrec: 96.073%
+# Correctly non-spam: 609765 97.66%
+# Correctly spam: 376813 42.23%
+# False positives: 14641 2.34%
+# False negatives: 515525 57.77%
+# TCR(l=50): 0.715258 SpamRecall: 42.228% SpamPrec: 96.260%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77737 97.76%
-# Correctly spam: 45463 42.67%
-# False positives: 1779 2.24%
-# False negatives: 61093 57.33%
-# TCR(l=50): 0.710170 SpamRecall: 42.666% SpamPrec: 96.234%
+# Correctly non-spam: 76201 97.72%
+# Correctly spam: 46983 42.17%
+# False positives: 1774 2.28%
+# False negatives: 64435 57.83%
+# TCR(l=50): 0.727580 SpamRecall: 42.168% SpamPrec: 96.362%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1869643&r1=1869642&r2=1869643&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Nov 11 05:45:56 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 389032 31.600% (99.833% of non-spam corpus)
-# Correctly spam: 780089 63.365% (92.711% of spam corpus)
-# False positives: 652 0.053% (0.167% of nonspam, 85263 weighted)
-# False negatives: 61332 4.982% (7.289% of spam, 111835 weighted)
-# Average score for spam: 16.4 nonspam: -1.9
+# Correctly non-spam: 640140 43.083% (99.878% of non-spam corpus)
+# Correctly spam: 783150 52.708% (92.690% of spam corpus)
+# False positives: 783 0.053% (0.122% of nonspam, 63441 weighted)
+# False negatives: 61759 4.157% (7.310% of spam, 112186 weighted)
+# Average score for spam: 16.7 nonspam: -2.2
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 1231105 100.00%
+# TOTAL: 1485832 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48487 99.80%
-# Correctly spam: 97258 92.73%
-# False positives: 97 0.20%
-# False negatives: 7630 7.27%
-# TCR(l=50): 8.404487 SpamRecall: 92.726% SpamPrec: 99.900%
+# Correctly non-spam: 79868 99.85%
+# Correctly spam: 97619 92.69%
+# False positives: 117 0.15%
+# False negatives: 7704 7.31%
+# TCR(l=50): 7.770621 SpamRecall: 92.685% SpamPrec: 99.880%
##### 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: 387680 99.49%
-# Correctly spam: 568044 67.51%
-# False positives: 2004 0.51%
-# False negatives: 273377 32.49%
-# TCR(l=50): 2.252336 SpamRecall: 67.510% SpamPrec: 99.648%
+# Correctly non-spam: 638858 99.68%
+# Correctly spam: 569079 67.35%
+# False positives: 2065 0.32%
+# False negatives: 275830 32.65%
+# TCR(l=50): 2.228841 SpamRecall: 67.354% SpamPrec: 99.638%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48328 99.47%
-# Correctly spam: 70611 67.32%
-# False positives: 256 0.53%
-# False negatives: 34277 32.68%
-# TCR(l=50): 2.228009 SpamRecall: 67.320% SpamPrec: 99.639%
+# Correctly non-spam: 79720 99.67%
+# Correctly spam: 70846 67.27%
+# False positives: 265 0.33%
+# False negatives: 34477 32.73%
+# TCR(l=50): 2.206780 SpamRecall: 67.265% SpamPrec: 99.627%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1869643&r1=1869642&r2=1869643&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Nov 11 05:45:56 2019
@@ -1,219 +1,213 @@
# Using score set 1 logs for revision 1869598 from:
-# ham-net-axb-coi-bulk.r1869598.log ham-net-axb-generic.r1869598.log ham-net-axb-ham-misc.r1869598.log ham-net-darxus.r1869598.log ham-net-ena-week0.r1869598.log ham-net-ena-week1.r1869598.log ham-net-ena-week2.r1869598.log ham-net-ena-week3.r1869598.log ham-net-ena-week4.r1869598.log ham-net-grenier.r1869598.log ham-net-hege.r1869598.log ham-net-jarif.r1869598.log ham-net-jbrooks.r1869598.log ham-net-mmiroslaw-mails-ham.r1869598.log ham-net-mmiroslaw-mails-spam.r1869598.log ham-net-npiazzi.r1869598.log ham-net-pds.r1869598.log ham-net-sihde.r1869598.log ham-net-spamsponge.r1869598.log ham-net-thendrikx.r1869598.log spam-net-axb-coi-bulk.r1869598.log spam-net-axb-generic.r1869598.log spam-net-axb-ham-misc.r1869598.log spam-net-darxus.r1869598.log spam-net-ena-week0.r1869598.log spam-net-ena-week1.r1869598.log spam-net-ena-week2.r1869598.log spam-net-ena-week3.r1869598.log spam-net-ena-week4.r1869598.log spam-net-grenier.r1869598.log spam-net-hege.r1869598.log spam-net-jarif.r1869598
.log spam-net-jbrooks.r1869598.log spam-net-mmiroslaw-mails-ham.r1869598.log spam-net-mmiroslaw-mails-spam.r1869598.log spam-net-npiazzi.r1869598.log spam-net-pds.r1869598.log spam-net-sihde.r1869598.log spam-net-spamsponge.r1869598.log spam-net-thendrikx.r1869598.log
+# ham-net-axb-coi-bulk.r1869598.log ham-net-axb-generic.r1869598.log ham-net-axb-ham-misc.r1869598.log ham-net-darxus.r1869598.log ham-net-ena-week0.r1869598.log ham-net-ena-week1.r1869598.log ham-net-ena-week2.r1869598.log ham-net-ena-week3.r1869598.log ham-net-ena-week4.r1869598.log ham-net-grenier.r1869598.log ham-net-hege.r1869598.log ham-net-jarif.r1869598.log ham-net-jbrooks.r1869598.log ham-net-llanga.r1869598.log ham-net-mmiroslaw-mails-ham.r1869598.log ham-net-mmiroslaw-mails-spam.r1869598.log ham-net-npiazzi.r1869598.log ham-net-pds.r1869598.log ham-net-sihde.r1869598.log ham-net-spamsponge.r1869598.log ham-net-thendrikx.r1869598.log spam-net-axb-coi-bulk.r1869598.log spam-net-axb-generic.r1869598.log spam-net-axb-ham-misc.r1869598.log spam-net-darxus.r1869598.log spam-net-ena-week0.r1869598.log spam-net-ena-week1.r1869598.log spam-net-ena-week2.r1869598.log spam-net-ena-week3.r1869598.log spam-net-ena-week4.r1869598.log spam-net-grenier.r1869598.log spam-net-hege.r1869598
.log spam-net-jarif.r1869598.log spam-net-jbrooks.r1869598.log spam-net-llanga.r1869598.log spam-net-mmiroslaw-mails-ham.r1869598.log spam-net-mmiroslaw-mails-spam.r1869598.log spam-net-npiazzi.r1869598.log spam-net-pds.r1869598.log spam-net-sihde.r1869598.log spam-net-spamsponge.r1869598.log spam-net-thendrikx.r1869598.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.230
-score ADVANCE_FEE_2_NEW_MONEY 0.960
-score ADVANCE_FEE_3_NEW 2.645
-score ADVANCE_FEE_3_NEW_MONEY 2.565
-score ADVANCE_FEE_4_NEW 1.246
-score ADVANCE_FEE_4_NEW_MONEY 2.599
-score ADVANCE_FEE_5_NEW 1.683
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.821
-score ADVANCE_FEE_5_NEW_MONEY 1.252
+score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 2.228
+score ADVANCE_FEE_2_NEW_MONEY 1.415
+score ADVANCE_FEE_3_NEW 3.465
+score ADVANCE_FEE_3_NEW_MONEY 2.421
+score ADVANCE_FEE_4_NEW 2.240
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW 2.123
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.668
+score ADVANCE_FEE_5_NEW_MONEY 0.478
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.486
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.938
-score AXB_X_AOL_SEZ_S 2.899
+score AMAZON_IMG_NOT_RCVD_AMZN 2.054
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.523
+score AXB_X_AOL_SEZ_S 2.999
score BIGNUM_EMAILS 2.999
-score BITCOIN_DEADLINE 2.267
-score BITCOIN_EXTORT_01 2.485
-score BITCOIN_SPAM_01 0.001 # force non-zero
-score BITCOIN_SPAM_02 2.011
-score BITCOIN_SPAM_05 0.428
-score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_08 2.395
+score BITCOIN_DEADLINE 2.021
+score BITCOIN_EXTORT_01 3.228
+score BITCOIN_SPAM_02 2.020
+score BITCOIN_SPAM_05 0.855
+score BITCOIN_SPAM_07 2.886
+score BITCOIN_SPAM_08 2.400
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 1.972
+score BODY_EMPTY 0.059
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.927
+score BOGUS_MSM_HDRS 2.924
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.250
-score DEAR_BENEFICIARY 3.499
+score CK_HELO_GENERIC 0.249
+score DEAR_BENEFICIARY 2.774
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DOS_OUTLOOK_TO_MX_IMAGE 2.757
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
-score DX_TEXT_03 1.499
-score EBAY_IMG_NOT_RCVD_EBAY 0.588
-score END_FUTURE_EMAILS 1.086
-score FAKE_REPLY_A1 3.199
-score FILL_THIS_FORM 0.001 # force non-zero
-score FORGED_RELAY_MUA_TO_MX 3.391
-score FORGED_SPF_HELO 0.804
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001
+score DOS_OUTLOOK_TO_MX_IMAGE 2.889
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.318
+score DX_TEXT_03 1.599
+score EBAY_IMG_NOT_RCVD_EBAY 1.133
+score END_FUTURE_EMAILS 0.456
+score FAKE_REPLY_A1 2.899
+score FILL_THIS_FORM 0.046
+score FORGED_RELAY_MUA_TO_MX 3.135
+score FORGED_SPF_HELO 1.236
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.037
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.071
-score FROMSPACE 3.699
-score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 0.662
+score FREEMAIL_FORGED_FROMDOMAIN 0.170
+score FROMSPACE 0.001
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_ADDR_WS 0.563
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
-score FROM_GOV_SPOOF 0.001
+score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.499
-score FROM_MISSP_EH_MATCH 1.229
-score FROM_MISSP_FREEMAIL 1.833
-score FROM_MISSP_MSFT 1.319
-score FROM_MISSP_REPLYTO 2.251
+score FROM_MISSP_DYNIP 3.456
+score FROM_MISSP_EH_MATCH 1.227
+score FROM_MISSP_FREEMAIL 1.485
+score FROM_MISSP_MSFT 1.184
+score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.180
-score FROM_MISSP_USER 1.223
+score FROM_MISSP_USER 2.583
score FROM_MISSP_XPRIO 2.499
-score FROM_NAME_EQ_TO_G_DRIVE 0.849
-score FROM_NTLD_REPLY_FREEMAIL 1.117
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.314
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 1.631
-score FSL_BULK_SIG 0.264
-score FSL_CTYPE_WIN1251 0.283
-score FSL_HELO_FAKE 0.552
-score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 1.839
-score FUZZY_BITCOIN 2.500
-score FUZZY_CLICK_HERE 2.900
+score FROM_WORDY 2.252
+score FSL_BULK_SIG 0.123
+score FSL_CTYPE_WIN1251 2.138
+score FSL_HELO_FAKE 0.651
+score FSL_NEW_HELO_USER 1.716
+score FSL_THIS_IS_ADV 2.076
+score FUZZY_CLICK_HERE 3.000
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.015
+score GB_BITCOIN_NH 1.371
score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_OBFU 0.749
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.899
-score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 0.174
+score GOOG_REDIR_NORDNS 0.001
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.100
+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
-score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.815
+score HELO_NO_DOMAIN 0.161
+score HK_LOTTO 0.575
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.999
-score HK_SCAM 1.509
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.786
+score HK_RCVD_IP_MULTICAST 1.564
+score HK_SCAM 1.680
+score HK_WIN 1.000
+score HOSTED_IMG_DIRECT_MX 1.627
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 2.335
-score HTML_OFF_PAGE 1.994
-score HTML_SINGLET_MANY 1.007
-score HTML_TEXT_INVISIBLE_STYLE 2.185
-score IMG_ONLY_FM_DOM_INFO 1.787
-score KB_FORGED_MOZ4 3.297
+score HOSTED_IMG_MULTI 2.421
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 1.045
+score HTML_TEXT_INVISIBLE_STYLE 2.457
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KB_FORGED_MOZ4 0.001
score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.400
+score KHOP_HELO_FCRDNS 0.399
score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 1.491
-score LONG_IMG_URI 0.461
+score LONG_HEX_URI 1.618
+score LONG_IMG_URI 0.964
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MALFORMED_FREEMAIL 1.220
-score MALF_HTML_B64 0.907
-score MALWARE_NORDNS 1.528
-score MALWARE_PASSWORD 3.182
-score MANY_HDRS_LCASE 0.099
+score MALFORMED_FREEMAIL 1.366
+score MALF_HTML_B64 1.549
+score MALWARE_NORDNS 1.676
+score MALWARE_PASSWORD 3.049
+score MANY_HDRS_LCASE 0.100
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.792
-score MIMEOLE_DIRECT_TO_MX 2.000
-score MIXED_ES 2.399
-score MONEY_ATM_CARD 1.611
-score MONEY_FORM 0.336
-score MONEY_FORM_SHORT 1.639
-score MONEY_FRAUD_3 1.301
-score MONEY_FRAUD_5 0.571
-score MONEY_FRAUD_8 1.905
+score MILLION_HUNDRED 2.227
+score MIMEOLE_DIRECT_TO_MX 1.999
+score MIXED_ES 2.499
+score MONEY_ATM_CARD 2.699
+score MONEY_FORM 0.291
+score MONEY_FORM_SHORT 1.655
+score MONEY_FRAUD_3 1.275
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.991
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 2.000
-score NORDNS_LOW_CONTRAST 1.288
+score MONEY_FROM_MISSP 1.999
+score NORDNS_LOW_CONTRAST 1.254
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.884
-score NSL_RCVD_HELO_USER 0.956
-score NUMBERONLY_BITCOIN_EXP 1.651
+score NSL_RCVD_FROM_USER 2.378
+score NSL_RCVD_HELO_USER 1.160
+score NUMBERONLY_BITCOIN_EXP 0.598
score OBFU_BITCOIN 2.999
-score ONLINE_MKTG_CNSLT 2.799
-score PDS_BTC_ID 0.500
-score PDS_BTC_NTLD 1.953
-score PDS_DBL_URL_TNB_RUNON 1.773
+score ONLINE_MKTG_CNSLT 2.899
+score PDS_BTC_ID 0.499
+score PDS_BTC_NTLD 1.999
+score PDS_DBL_URL_TNB_RUNON 1.714
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.799
+score PDS_FROM_2_EMAILS 1.900
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.413
+score PDS_HELO_SPF_FAIL 1.829
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 1.500
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.575
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.426
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 3.100
+score PDS_TO_EQ_FROM_NAME 3.055
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.195
+score PP_MIME_FAKE_ASCII_TEXT 0.827
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.980
-score SEO_SUSP_NTLD 0.001
-score SERGIO_SUBJECT_PORN014 3.199
+score SEO_SUSP_NTLD 0.999
+score SERGIO_SUBJECT_PORN014 3.299
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.750
-score SHORT_BODY_G_DRIVE_DYN 1.474
-score SHORT_IMG_SUSP_NTLD 0.399
+score SHORTENER_SHORT_IMG 1.936
+score SHORT_BODY_G_DRIVE_DYN 1.078
+score SHORT_IMG_SUSP_NTLD 1.287
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 1.468
-score STOCK_LOW_CONTRAST 2.500
+score STATIC_XPRIO_OLE 1.524
+score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.508
-score TEQF_USR_MSGID_MALF 1.833
-score THIS_AD 1.699
+score SUBJ_OBFU_PUNCT_MANY 1.509
+score TEQF_USR_MSGID_MALF 2.269
+score THIS_AD 1.799
score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_HTML_IMG 0.367
-score TO_EQ_FM_DOM_HTML_ONLY 0.399
-score TO_EQ_FM_DOM_SPF_FAIL 1.011
-score TO_EQ_FM_HTML_ONLY 0.509
-score TO_EQ_FM_SPF_FAIL 0.508
+score TO_EQ_FM_DOM_HTML_IMG 0.404
+score TO_EQ_FM_DOM_HTML_ONLY 0.533
+score TO_EQ_FM_DOM_SPF_FAIL 0.473
+score TO_EQ_FM_HTML_ONLY 0.353
+score TO_EQ_FM_SPF_FAIL 1.357
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.238
-score TO_NO_BRKTS_DYNIP 3.162
+score TO_NAME_SUBJ_NO_RDNS 1.468
+score TO_NO_BRKTS_DYNIP 3.166
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.836
+score TO_NO_BRKTS_HTML_IMG 0.835
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.643
-score TVD_IP_HEX 1.139
-score TVD_IP_SING_HEX 1.594
-score TVD_SPACE_ENCODED 1.076
-score TVD_SPACE_RATIO_MINFP 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TVD_IP_HEX 0.698
+score TVD_IP_SING_HEX 2.604
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 2.500
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_DOM_NO_BODY 3.749
-score UPGRADE_MAILBOX 1.699
-score URI_GOOGLE_PROXY 2.199
-score URI_HEX_IP 1.114
-score URI_ONLY_MSGID_MALF 0.911
-score URI_PHISH 3.298
+score UPGRADE_MAILBOX 1.799
+score URI_GOOGLE_PROXY 2.299
+score URI_HEX_IP 1.640
+score URI_ONLY_MSGID_MALF 1.472
+score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.001
-score URI_WP_HACKED 1.681
-score URI_WP_HACKED_2 2.499
-score US_DOLLARS_3 1.994
+score URI_TRY_3LD 0.709
+score URI_WP_HACKED 2.531
+score URI_WP_HACKED_2 2.500
+score US_DOLLARS_3 1.565
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.313
-score YOU_INHERIT 2.499
+score XPRIO_URL_SHORTNER 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -230,6 +224,7 @@ score APP_DEVELOPMENT_NORDNS 1.0
score BITCOIN_BOMB 1.000
score BITCOIN_MALWARE 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
@@ -296,6 +291,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
+score RDNS_NUM_TLD_XM 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1869643&r1=1869642&r2=1869643&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Nov 11 05:45:56 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 634246 42.526% (99.548% of non-spam corpus)
-# Correctly spam: 688179 46.143% (80.556% of spam corpus)
-# False positives: 2879 0.193% (0.452% of nonspam, 111193 weighted)
-# False negatives: 166112 11.138% (19.444% of spam, 377785 weighted)
-# Average score for spam: 11.5 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.3
-# TOTAL: 1491416 100.00%
+# Correctly non-spam: 621871 41.000% (99.594% of non-spam corpus)
+# Correctly spam: 717628 47.314% (80.421% of spam corpus)
+# False positives: 2535 0.167% (0.406% of nonspam, 102564 weighted)
+# False negatives: 174710 11.519% (19.579% of spam, 400902 weighted)
+# Average score for spam: 11.1 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.3
+# TOTAL: 1516744 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 79146 99.53%
-# Correctly spam: 85940 80.65%
-# False positives: 370 0.47%
-# False negatives: 20616 19.35%
-# TCR(l=50): 2.724103 SpamRecall: 80.652% SpamPrec: 99.571%
+# Correctly non-spam: 77536 99.44%
+# Correctly spam: 89447 80.28%
+# False positives: 439 0.56%
+# False negatives: 21971 19.72%
+# TCR(l=50): 2.536782 SpamRecall: 80.281% SpamPrec: 99.512%
##### 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: 622254 97.67%
-# Correctly spam: 363811 42.59%
-# False positives: 14871 2.33%
-# False negatives: 490480 57.41%
-# TCR(l=50): 0.692277 SpamRecall: 42.586% SpamPrec: 96.073%
+# Correctly non-spam: 609765 97.66%
+# Correctly spam: 376813 42.23%
+# False positives: 14641 2.34%
+# False negatives: 515525 57.77%
+# TCR(l=50): 0.715258 SpamRecall: 42.228% SpamPrec: 96.260%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77737 97.76%
-# Correctly spam: 45463 42.67%
-# False positives: 1779 2.24%
-# False negatives: 61093 57.33%
-# TCR(l=50): 0.710170 SpamRecall: 42.666% SpamPrec: 96.234%
+# Correctly non-spam: 76201 97.72%
+# Correctly spam: 46983 42.17%
+# False positives: 1774 2.28%
+# False negatives: 64435 57.83%
+# TCR(l=50): 0.727580 SpamRecall: 42.168% SpamPrec: 96.362%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1869643&r1=1869642&r2=1869643&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Nov 11 05:45:56 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 389032 31.600% (99.833% of non-spam corpus)
-# Correctly spam: 780089 63.365% (92.711% of spam corpus)
-# False positives: 652 0.053% (0.167% of nonspam, 85263 weighted)
-# False negatives: 61332 4.982% (7.289% of spam, 111835 weighted)
-# Average score for spam: 16.4 nonspam: -1.9
+# Correctly non-spam: 640140 43.083% (99.878% of non-spam corpus)
+# Correctly spam: 783150 52.708% (92.690% of spam corpus)
+# False positives: 783 0.053% (0.122% of nonspam, 63441 weighted)
+# False negatives: 61759 4.157% (7.310% of spam, 112186 weighted)
+# Average score for spam: 16.7 nonspam: -2.2
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 1231105 100.00%
+# TOTAL: 1485832 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48487 99.80%
-# Correctly spam: 97258 92.73%
-# False positives: 97 0.20%
-# False negatives: 7630 7.27%
-# TCR(l=50): 8.404487 SpamRecall: 92.726% SpamPrec: 99.900%
+# Correctly non-spam: 79868 99.85%
+# Correctly spam: 97619 92.69%
+# False positives: 117 0.15%
+# False negatives: 7704 7.31%
+# TCR(l=50): 7.770621 SpamRecall: 92.685% SpamPrec: 99.880%
##### 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: 387680 99.49%
-# Correctly spam: 568044 67.51%
-# False positives: 2004 0.51%
-# False negatives: 273377 32.49%
-# TCR(l=50): 2.252336 SpamRecall: 67.510% SpamPrec: 99.648%
+# Correctly non-spam: 638858 99.68%
+# Correctly spam: 569079 67.35%
+# False positives: 2065 0.32%
+# False negatives: 275830 32.65%
+# TCR(l=50): 2.228841 SpamRecall: 67.354% SpamPrec: 99.638%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48328 99.47%
-# Correctly spam: 70611 67.32%
-# False positives: 256 0.53%
-# False negatives: 34277 32.68%
-# TCR(l=50): 2.228009 SpamRecall: 67.320% SpamPrec: 99.639%
+# Correctly non-spam: 79720 99.67%
+# Correctly spam: 70846 67.27%
+# False positives: 265 0.33%
+# False negatives: 34477 32.73%
+# TCR(l=50): 2.206780 SpamRecall: 67.265% SpamPrec: 99.627%