Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1877415&r1=1877414&r2=1877415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed May 6 06:27:05 2020
@@ -1,204 +1,197 @@
# 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-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-ena-week3.r1877286.log spam-n
et-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-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
+# 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
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score ADMITS_SPAM 0.699
+score ADMITS_SPAM 1.493
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.399
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.161
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 2.212
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.800
-score AD_PREFS 0.439
+score ADVANCE_FEE_5_NEW 2.603
+score AD_PREFS 0.274
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 1.288
-score BITCOIN_SPAM_01 0.079
-score BITCOIN_SPAM_02 2.495
+score BITCOIN_EXTORT_01 2.499
+score BITCOIN_SPAM_01 1.144
+score BITCOIN_SPAM_02 2.056
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.984
+score BITCOIN_SPAM_05 1.681
score BITCOIN_SPAM_07 3.500
score BITCOIN_SPAM_09 0.001
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.999
-score CK_HELO_DYNAMIC_SPLIT_IP 0.396
-score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.899
-score CTYPE_NULL 2.589
+score BODY_URI_ONLY 1.000
+score CK_HELO_DYNAMIC_SPLIT_IP 1.500
+score CK_HELO_GENERIC 0.250
+score CTE_8BIT_MISMATCH 0.999
+score CTYPE_NULL 2.598
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.302
+score DKIMWL_BL 2.512
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 0.399
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DX_TEXT_03 0.899
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.001 # force non-zero
-score FORGED_RELAY_MUA_TO_MX 3.212
-score FORGED_SPF_HELO 1.157
-score FORM_FRAUD_3 0.001
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.500
+score FORGED_SPF_HELO 1.757
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 1.984
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_ADDR_WS 2.999
+score FROM_FMBLA_NEWDOM 1.500
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.444
+score FROM_GOV_SPOOF 0.568
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.599
+score FROM_MISSP_DYNIP 3.699
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.238
-score FROM_MISSP_REPLYTO 2.245
+score FROM_MISSP_PHISH 1.245
+score FROM_MISSP_REPLYTO 2.295
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.399
+score FROM_MISSP_TO_UNDISC 2.620
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.001 # force non-zero
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.416
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 0.001
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_BITCOIN 0.001
-score FUZZY_SECURITY 0.575
+score FUZZY_SECURITY 1.089
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 0.001
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.001
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.655
+score GB_GOOGLE_OBFUS 0.749
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.657
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
score HEXHASH_WORD 2.999
-score HK_NAME_FROM 1.000
+score HK_NAME_FROM 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_RCVD_IP_MULTICAST 0.287
-score HK_SCAM 0.529
-score HOSTED_IMG_DIRECT_MX 3.252
-score HOSTED_IMG_FREEM 1.499
-score HTML_OFF_PAGE 1.072
-score HTML_SINGLET_MANY 1.053
-score HTML_TEXT_INVISIBLE_STYLE 1.728
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 0.421
+score HK_SCAM 1.254
+score HOSTED_IMG_DIRECT_MX 2.024
+score HTML_OFF_PAGE 0.001
+score HTML_SINGLET_MANY 1.636
+score HTML_TEXT_INVISIBLE_STYLE 1.719
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.560
-score KHOP_HELO_FCRDNS 0.400
+score KB_FORGED_MOZ4 4.164
+score KHOP_FAKE_EBAY 0.483
+score KHOP_HELO_FCRDNS 0.276
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.261
-score LONG_HEX_URI 1.613
+score LIST_PRTL_SAME_USER 0.543
+score LONG_HEX_URI 1.617
score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.010
score MALF_HTML_B64 3.499
-score MANY_SPAN_IN_TEXT 3.599
+score MANY_SPAN_IN_TEXT 3.629
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001
+score MILLION_HUNDRED 0.936
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.034
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
+score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FRAUD_3 1.039
+score MONEY_FRAUD_5 0.836
+score MONEY_FRAUD_8 0.001 # force non-zero
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 2.307
-score NORDNS_LOW_CONTRAST 1.795
-score NO_FM_NAME_IP_HOSTN 0.618
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.762
-score NUMBERONLY_BITCOIN_EXP 1.554
-score OBFU_BITCOIN 2.194
+score MSM_PRIO_REPTO 2.409
+score NORDNS_LOW_CONTRAST 1.994
+score NO_FM_NAME_IP_HOSTN 1.689
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 2.299
+score NUMBERONLY_BITCOIN_EXP 0.398
+score OBFU_BITCOIN 1.999
score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 1.000
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
+score PDS_BTC_MSGID 0.999
+score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.050
-score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_FROM_2_EMAILS 1.599
+score PDS_FROM_NAME_TO_DOMAIN 1.000
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NAKED_TO_NUMERO 1.075
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 0.195
-score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.338
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_SPOOFED_URL 2.000
+score PDS_TINYSUBJ_URISHRT 0.469
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.391
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 2.143
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PHP_ORIG_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.019
-score RDNS_NUM_TLD_XM 0.001
-score RISK_FREE 1.604
-score SCRIPT_GIBBERISH 3.399
-score SERGIO_SUBJECT_PORN014 1.504
+score RDNS_NUM_TLD_ATCHNX 0.474
+score RDNS_NUM_TLD_XM 0.362
+score RISK_FREE 1.606
+score SCRIPT_GIBBERISH 1.686
+score SERGIO_SUBJECT_PORN014 4.199
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.193
-score SHORT_IMG_SUSP_NTLD 1.042
-score SHORT_SHORTNER 1.840
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_IMG_SUSP_NTLD 0.860
+score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.723
+score SPOOFED_FREEM_REPTO 0.718
score STATIC_XPRIO_OLE 0.001
score STOCK_LOW_CONTRAST 2.499
-score STOX_BOUND_090909_B 2.003
+score STOX_BOUND_090909_B 2.443
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.442
-score THIS_AD 0.381
-score THIS_IS_ADV_SUSP_NTLD 0.995
+score SUBJ_OBFU_PUNCT_MANY 1.546
+score THIS_AD 0.197
+score THIS_IS_ADV_SUSP_NTLD 1.493
score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.001
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.767
-score TO_EQ_FM_DIRECT_MX 0.026
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.499
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
+score TO_EQ_FM_DIRECT_MX 2.500
+score TO_EQ_FM_DOM_HTML_IMG 0.274
+score TO_EQ_FM_DOM_HTML_ONLY 1.594
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 0.243
+score TO_EQ_FM_HTML_ONLY 1.299
+score TO_EQ_FM_SPF_FAIL 1.161
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.261
+score TO_NAME_SUBJ_NO_RDNS 2.262
score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.167
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 1.501
-score TO_NO_BRKTS_NORDNS_HTML 0.001
-score TO_NO_BRKTS_PCNT 2.449
+score TO_NO_BRKTS_HTML_IMG 1.338
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.498
+score TO_NO_BRKTS_NORDNS_HTML 1.422
+score TO_NO_BRKTS_PCNT 2.375
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.736
-score UNICODE_OBFU_ASC 2.500
-score UPGRADE_MAILBOX 0.771
-score UPPERCASE_URI 0.658
-score URI_GOOGLE_PROXY 2.199
+score TVD_SPACE_RATIO_MINFP 2.499
+score UNICODE_OBFU_ASC 2.499
+score UPGRADE_MAILBOX 1.528
+score UPPERCASE_URI 1.208
+score URI_GOOGLE_PROXY 2.499
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 2.000
-score URI_OPTOUT_3LD 1.999
-score URI_PHISH 2.172
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 2.600
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.689
-score URI_WPADMIN 2.499
-score URI_WP_DIRINDEX 3.348
-score URI_WP_HACKED 1.972
-score URI_WP_HACKED_2 2.499
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.699
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.300
+score URI_WP_HACKED_2 2.500
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
@@ -247,6 +240,7 @@ score FBI_MONEY 1.0
score FBI_SPOOF 1.000
score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 1.000
+score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
@@ -271,6 +265,7 @@ score GOOG_MALWARE_DNLD 1.0
score HDRS_MISSP 1.000
score HK_CTE_RAW 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
+score HOSTED_IMG_FREEM 1.000
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
@@ -284,7 +279,7 @@ score MANY_HDRS_LCASE 0.1
score MONERO_EXTORT_01 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score OFFER_ONLY_AMERICA 1.000
-score PDS_SHORT_BOGUS_MSM_HDRS 1.000
+score PDS_DBL_URL_TNB_RUNON 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
@@ -305,6 +300,7 @@ score UC_GIBBERISH_OBFU 1.0
score UNICODE_OBFU_ZW 1.000
score URI_DATA 1.000
score URI_HEX_IP 1.000
+score URI_OPTOUT_3LD 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1877415&r1=1877414&r2=1877415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed May 6 06:27:05 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 878281 47.572% (99.699% of non-spam corpus)
-# Correctly spam: 495985 26.865% (51.382% of spam corpus)
-# False positives: 2653 0.144% (0.301% of nonspam, 86875 weighted)
-# False negatives: 469310 25.420% (48.618% of spam, 1075378 weighted)
-# Average score for spam: 6.1 nonspam: 0.6
-# Average for false-pos: 6.0 false-neg: 2.3
-# TOTAL: 1846229 100.00%
+# Correctly non-spam: 907343 44.969% (99.539% of non-spam corpus)
+# Correctly spam: 534006 26.466% (48.276% of spam corpus)
+# False positives: 4201 0.208% (0.461% of nonspam, 146431 weighted)
+# False negatives: 572148 28.356% (51.724% of spam, 1258091 weighted)
+# Average score for spam: 5.8 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.2
+# TOTAL: 2017698 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 109418 99.51%
-# Correctly spam: 63645 52.79%
-# False positives: 535 0.49%
-# False negatives: 56920 47.21%
-# TCR(l=50): 1.440959 SpamRecall: 52.789% SpamPrec: 99.166%
+# Correctly non-spam: 113131 99.44%
+# Correctly spam: 66519 48.20%
+# False positives: 635 0.56%
+# False negatives: 71491 51.80%
+# TCR(l=50): 1.336775 SpamRecall: 48.199% SpamPrec: 99.054%
##### 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: 867578 98.48%
-# Correctly spam: 348881 36.14%
-# False positives: 13356 1.52%
-# False negatives: 616414 63.86%
-# TCR(l=50): 0.751662 SpamRecall: 36.142% SpamPrec: 96.313%
+# Correctly non-spam: 898274 98.54%
+# Correctly spam: 371538 33.59%
+# False positives: 13270 1.46%
+# False negatives: 734616 66.41%
+# TCR(l=50): 0.791175 SpamRecall: 33.588% SpamPrec: 96.552%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 108252 98.45%
-# Correctly spam: 43803 36.33%
-# False positives: 1701 1.55%
-# False negatives: 76762 63.67%
-# TCR(l=50): 0.745093 SpamRecall: 36.331% SpamPrec: 96.262%
+# Correctly non-spam: 112100 98.54%
+# Correctly spam: 46361 33.59%
+# False positives: 1666 1.46%
+# False negatives: 91649 66.41%
+# TCR(l=50): 0.788858 SpamRecall: 33.592% SpamPrec: 96.531%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1877415&r1=1877414&r2=1877415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed May 6 06:27:05 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 370827 28.264% (97.037% of non-spam corpus)
-# Correctly spam: 637444 48.585% (68.552% of spam corpus)
-# False positives: 11323 0.863% (2.963% of nonspam, 1963467 weighted)
-# False negatives: 292429 22.288% (31.448% of spam, 995888 weighted)
-# Average score for spam: 10.9 nonspam: -1.9
-# Average for false-pos: 7.1 false-neg: 3.4
-# TOTAL: 1312023 100.00%
+# Correctly non-spam: 865799 47.639% (97.901% of non-spam corpus)
+# Correctly spam: 641144 35.278% (68.715% of spam corpus)
+# False positives: 18563 1.021% (2.099% of nonspam, 1235908 weighted)
+# False negatives: 291899 16.061% (31.285% of spam, 992189 weighted)
+# Average score for spam: 11.1 nonspam: -1.8
+# Average for false-pos: 6.3 false-neg: 3.4
+# TOTAL: 1817405 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46185 96.98%
-# Correctly spam: 79843 68.79%
-# False positives: 1440 3.02%
-# False negatives: 36229 31.21%
-# TCR(l=50): 1.072467 SpamRecall: 68.787% SpamPrec: 98.228%
+# Correctly non-spam: 108043 97.88%
+# Correctly spam: 80234 68.90%
+# False positives: 2344 2.12%
+# False negatives: 36215 31.10%
+# TCR(l=50): 0.759046 SpamRecall: 68.901% SpamPrec: 97.161%
##### 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: 378805 99.12%
-# Correctly spam: 422780 45.47%
-# False positives: 3345 0.88%
-# False negatives: 507093 54.53%
-# TCR(l=50): 1.378932 SpamRecall: 45.466% SpamPrec: 99.215%
+# Correctly non-spam: 880842 99.60%
+# Correctly spam: 423724 45.41%
+# False positives: 3520 0.40%
+# False negatives: 509319 54.59%
+# TCR(l=50): 1.361473 SpamRecall: 45.413% SpamPrec: 99.176%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 47180 99.07%
-# Correctly spam: 53094 45.74%
-# False positives: 445 0.93%
-# False negatives: 62978 54.26%
-# TCR(l=50): 1.361900 SpamRecall: 45.742% SpamPrec: 99.169%
+# Correctly non-spam: 109945 99.60%
+# Correctly spam: 53142 45.64%
+# False positives: 442 0.40%
+# False negatives: 63307 54.36%
+# TCR(l=50): 1.363460 SpamRecall: 45.635% SpamPrec: 99.175%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1877415&r1=1877414&r2=1877415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed May 6 06:27:05 2020
@@ -1,204 +1,197 @@
# 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-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-ena-week3.r1877286.log spam-n
et-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-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
+# 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
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score ADMITS_SPAM 0.699
+score ADMITS_SPAM 1.493
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.399
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.161
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 2.212
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.800
-score AD_PREFS 0.439
+score ADVANCE_FEE_5_NEW 2.603
+score AD_PREFS 0.274
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 1.288
-score BITCOIN_SPAM_01 0.079
-score BITCOIN_SPAM_02 2.495
+score BITCOIN_EXTORT_01 2.499
+score BITCOIN_SPAM_01 1.144
+score BITCOIN_SPAM_02 2.056
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.984
+score BITCOIN_SPAM_05 1.681
score BITCOIN_SPAM_07 3.500
score BITCOIN_SPAM_09 0.001
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.999
-score CK_HELO_DYNAMIC_SPLIT_IP 0.396
-score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.899
-score CTYPE_NULL 2.589
+score BODY_URI_ONLY 1.000
+score CK_HELO_DYNAMIC_SPLIT_IP 1.500
+score CK_HELO_GENERIC 0.250
+score CTE_8BIT_MISMATCH 0.999
+score CTYPE_NULL 2.598
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.302
+score DKIMWL_BL 2.512
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 0.399
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DX_TEXT_03 0.899
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.001 # force non-zero
-score FORGED_RELAY_MUA_TO_MX 3.212
-score FORGED_SPF_HELO 1.157
-score FORM_FRAUD_3 0.001
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.500
+score FORGED_SPF_HELO 1.757
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 1.984
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_ADDR_WS 2.999
+score FROM_FMBLA_NEWDOM 1.500
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.444
+score FROM_GOV_SPOOF 0.568
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.599
+score FROM_MISSP_DYNIP 3.699
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.238
-score FROM_MISSP_REPLYTO 2.245
+score FROM_MISSP_PHISH 1.245
+score FROM_MISSP_REPLYTO 2.295
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.399
+score FROM_MISSP_TO_UNDISC 2.620
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.001 # force non-zero
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.416
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 0.001
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_BITCOIN 0.001
-score FUZZY_SECURITY 0.575
+score FUZZY_SECURITY 1.089
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 0.001
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.001
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.655
+score GB_GOOGLE_OBFUS 0.749
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.657
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
score HEXHASH_WORD 2.999
-score HK_NAME_FROM 1.000
+score HK_NAME_FROM 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_RCVD_IP_MULTICAST 0.287
-score HK_SCAM 0.529
-score HOSTED_IMG_DIRECT_MX 3.252
-score HOSTED_IMG_FREEM 1.499
-score HTML_OFF_PAGE 1.072
-score HTML_SINGLET_MANY 1.053
-score HTML_TEXT_INVISIBLE_STYLE 1.728
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 0.421
+score HK_SCAM 1.254
+score HOSTED_IMG_DIRECT_MX 2.024
+score HTML_OFF_PAGE 0.001
+score HTML_SINGLET_MANY 1.636
+score HTML_TEXT_INVISIBLE_STYLE 1.719
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.560
-score KHOP_HELO_FCRDNS 0.400
+score KB_FORGED_MOZ4 4.164
+score KHOP_FAKE_EBAY 0.483
+score KHOP_HELO_FCRDNS 0.276
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.261
-score LONG_HEX_URI 1.613
+score LIST_PRTL_SAME_USER 0.543
+score LONG_HEX_URI 1.617
score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.010
score MALF_HTML_B64 3.499
-score MANY_SPAN_IN_TEXT 3.599
+score MANY_SPAN_IN_TEXT 3.629
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001
+score MILLION_HUNDRED 0.936
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.034
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
+score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FRAUD_3 1.039
+score MONEY_FRAUD_5 0.836
+score MONEY_FRAUD_8 0.001 # force non-zero
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 2.307
-score NORDNS_LOW_CONTRAST 1.795
-score NO_FM_NAME_IP_HOSTN 0.618
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.762
-score NUMBERONLY_BITCOIN_EXP 1.554
-score OBFU_BITCOIN 2.194
+score MSM_PRIO_REPTO 2.409
+score NORDNS_LOW_CONTRAST 1.994
+score NO_FM_NAME_IP_HOSTN 1.689
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 2.299
+score NUMBERONLY_BITCOIN_EXP 0.398
+score OBFU_BITCOIN 1.999
score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 1.000
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
+score PDS_BTC_MSGID 0.999
+score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.050
-score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_FROM_2_EMAILS 1.599
+score PDS_FROM_NAME_TO_DOMAIN 1.000
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NAKED_TO_NUMERO 1.075
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 0.195
-score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.338
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_SPOOFED_URL 2.000
+score PDS_TINYSUBJ_URISHRT 0.469
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.391
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 2.143
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PHP_ORIG_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.019
-score RDNS_NUM_TLD_XM 0.001
-score RISK_FREE 1.604
-score SCRIPT_GIBBERISH 3.399
-score SERGIO_SUBJECT_PORN014 1.504
+score RDNS_NUM_TLD_ATCHNX 0.474
+score RDNS_NUM_TLD_XM 0.362
+score RISK_FREE 1.606
+score SCRIPT_GIBBERISH 1.686
+score SERGIO_SUBJECT_PORN014 4.199
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.193
-score SHORT_IMG_SUSP_NTLD 1.042
-score SHORT_SHORTNER 1.840
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_IMG_SUSP_NTLD 0.860
+score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.723
+score SPOOFED_FREEM_REPTO 0.718
score STATIC_XPRIO_OLE 0.001
score STOCK_LOW_CONTRAST 2.499
-score STOX_BOUND_090909_B 2.003
+score STOX_BOUND_090909_B 2.443
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.442
-score THIS_AD 0.381
-score THIS_IS_ADV_SUSP_NTLD 0.995
+score SUBJ_OBFU_PUNCT_MANY 1.546
+score THIS_AD 0.197
+score THIS_IS_ADV_SUSP_NTLD 1.493
score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.001
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.767
-score TO_EQ_FM_DIRECT_MX 0.026
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.499
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
+score TO_EQ_FM_DIRECT_MX 2.500
+score TO_EQ_FM_DOM_HTML_IMG 0.274
+score TO_EQ_FM_DOM_HTML_ONLY 1.594
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 0.243
+score TO_EQ_FM_HTML_ONLY 1.299
+score TO_EQ_FM_SPF_FAIL 1.161
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.261
+score TO_NAME_SUBJ_NO_RDNS 2.262
score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.167
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 1.501
-score TO_NO_BRKTS_NORDNS_HTML 0.001
-score TO_NO_BRKTS_PCNT 2.449
+score TO_NO_BRKTS_HTML_IMG 1.338
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.498
+score TO_NO_BRKTS_NORDNS_HTML 1.422
+score TO_NO_BRKTS_PCNT 2.375
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.736
-score UNICODE_OBFU_ASC 2.500
-score UPGRADE_MAILBOX 0.771
-score UPPERCASE_URI 0.658
-score URI_GOOGLE_PROXY 2.199
+score TVD_SPACE_RATIO_MINFP 2.499
+score UNICODE_OBFU_ASC 2.499
+score UPGRADE_MAILBOX 1.528
+score UPPERCASE_URI 1.208
+score URI_GOOGLE_PROXY 2.499
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 2.000
-score URI_OPTOUT_3LD 1.999
-score URI_PHISH 2.172
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 2.600
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.689
-score URI_WPADMIN 2.499
-score URI_WP_DIRINDEX 3.348
-score URI_WP_HACKED 1.972
-score URI_WP_HACKED_2 2.499
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.699
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.300
+score URI_WP_HACKED_2 2.500
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
@@ -247,6 +240,7 @@ score FBI_MONEY 1.0
score FBI_SPOOF 1.000
score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 1.000
+score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
@@ -271,6 +265,7 @@ score GOOG_MALWARE_DNLD 1.0
score HDRS_MISSP 1.000
score HK_CTE_RAW 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
+score HOSTED_IMG_FREEM 1.000
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
@@ -284,7 +279,7 @@ score MANY_HDRS_LCASE 0.1
score MONERO_EXTORT_01 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score OFFER_ONLY_AMERICA 1.000
-score PDS_SHORT_BOGUS_MSM_HDRS 1.000
+score PDS_DBL_URL_TNB_RUNON 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
@@ -305,6 +300,7 @@ score UC_GIBBERISH_OBFU 1.0
score UNICODE_OBFU_ZW 1.000
score URI_DATA 1.000
score URI_HEX_IP 1.000
+score URI_OPTOUT_3LD 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1877415&r1=1877414&r2=1877415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed May 6 06:27:05 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 878281 47.572% (99.699% of non-spam corpus)
-# Correctly spam: 495985 26.865% (51.382% of spam corpus)
-# False positives: 2653 0.144% (0.301% of nonspam, 86875 weighted)
-# False negatives: 469310 25.420% (48.618% of spam, 1075378 weighted)
-# Average score for spam: 6.1 nonspam: 0.6
-# Average for false-pos: 6.0 false-neg: 2.3
-# TOTAL: 1846229 100.00%
+# Correctly non-spam: 907343 44.969% (99.539% of non-spam corpus)
+# Correctly spam: 534006 26.466% (48.276% of spam corpus)
+# False positives: 4201 0.208% (0.461% of nonspam, 146431 weighted)
+# False negatives: 572148 28.356% (51.724% of spam, 1258091 weighted)
+# Average score for spam: 5.8 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.2
+# TOTAL: 2017698 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 109418 99.51%
-# Correctly spam: 63645 52.79%
-# False positives: 535 0.49%
-# False negatives: 56920 47.21%
-# TCR(l=50): 1.440959 SpamRecall: 52.789% SpamPrec: 99.166%
+# Correctly non-spam: 113131 99.44%
+# Correctly spam: 66519 48.20%
+# False positives: 635 0.56%
+# False negatives: 71491 51.80%
+# TCR(l=50): 1.336775 SpamRecall: 48.199% SpamPrec: 99.054%
##### 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: 867578 98.48%
-# Correctly spam: 348881 36.14%
-# False positives: 13356 1.52%
-# False negatives: 616414 63.86%
-# TCR(l=50): 0.751662 SpamRecall: 36.142% SpamPrec: 96.313%
+# Correctly non-spam: 898274 98.54%
+# Correctly spam: 371538 33.59%
+# False positives: 13270 1.46%
+# False negatives: 734616 66.41%
+# TCR(l=50): 0.791175 SpamRecall: 33.588% SpamPrec: 96.552%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 108252 98.45%
-# Correctly spam: 43803 36.33%
-# False positives: 1701 1.55%
-# False negatives: 76762 63.67%
-# TCR(l=50): 0.745093 SpamRecall: 36.331% SpamPrec: 96.262%
+# Correctly non-spam: 112100 98.54%
+# Correctly spam: 46361 33.59%
+# False positives: 1666 1.46%
+# False negatives: 91649 66.41%
+# TCR(l=50): 0.788858 SpamRecall: 33.592% SpamPrec: 96.531%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1877415&r1=1877414&r2=1877415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed May 6 06:27:05 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 370827 28.264% (97.037% of non-spam corpus)
-# Correctly spam: 637444 48.585% (68.552% of spam corpus)
-# False positives: 11323 0.863% (2.963% of nonspam, 1963467 weighted)
-# False negatives: 292429 22.288% (31.448% of spam, 995888 weighted)
-# Average score for spam: 10.9 nonspam: -1.9
-# Average for false-pos: 7.1 false-neg: 3.4
-# TOTAL: 1312023 100.00%
+# Correctly non-spam: 865799 47.639% (97.901% of non-spam corpus)
+# Correctly spam: 641144 35.278% (68.715% of spam corpus)
+# False positives: 18563 1.021% (2.099% of nonspam, 1235908 weighted)
+# False negatives: 291899 16.061% (31.285% of spam, 992189 weighted)
+# Average score for spam: 11.1 nonspam: -1.8
+# Average for false-pos: 6.3 false-neg: 3.4
+# TOTAL: 1817405 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46185 96.98%
-# Correctly spam: 79843 68.79%
-# False positives: 1440 3.02%
-# False negatives: 36229 31.21%
-# TCR(l=50): 1.072467 SpamRecall: 68.787% SpamPrec: 98.228%
+# Correctly non-spam: 108043 97.88%
+# Correctly spam: 80234 68.90%
+# False positives: 2344 2.12%
+# False negatives: 36215 31.10%
+# TCR(l=50): 0.759046 SpamRecall: 68.901% SpamPrec: 97.161%
##### 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: 378805 99.12%
-# Correctly spam: 422780 45.47%
-# False positives: 3345 0.88%
-# False negatives: 507093 54.53%
-# TCR(l=50): 1.378932 SpamRecall: 45.466% SpamPrec: 99.215%
+# Correctly non-spam: 880842 99.60%
+# Correctly spam: 423724 45.41%
+# False positives: 3520 0.40%
+# False negatives: 509319 54.59%
+# TCR(l=50): 1.361473 SpamRecall: 45.413% SpamPrec: 99.176%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 47180 99.07%
-# Correctly spam: 53094 45.74%
-# False positives: 445 0.93%
-# False negatives: 62978 54.26%
-# TCR(l=50): 1.361900 SpamRecall: 45.742% SpamPrec: 99.169%
+# Correctly non-spam: 109945 99.60%
+# Correctly spam: 53142 45.64%
+# False positives: 442 0.40%
+# False negatives: 63307 54.36%
+# TCR(l=50): 1.363460 SpamRecall: 45.635% SpamPrec: 99.175%