Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1882719&r1=1882718&r2=1882719&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Oct 21 03:14:28 2020
@@ -3,258 +3,259 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.117
-score AC_HTML_NONSENSE_TAGS 2.000
+score AC_FROM_MANY_DOTS 2.148
+score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 1.056
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.500
+score ADMITS_SPAM 1.062
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_FORM 0.838
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_FORM 1.532
score ADVANCE_FEE_3_NEW_FRM_MNY 2.299
-score ADVANCE_FEE_3_NEW_MONEY 0.302
+score ADVANCE_FEE_3_NEW_MONEY 0.586
score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.501
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.571
score ADVANCE_FEE_4_NEW_MONEY 2.699
score ADVANCE_FEE_5_NEW 2.199
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 2.152
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 1.796
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.454
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.061
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 2.331
-score BITCOIN_MALF_HTML 3.431
-score BITCOIN_SPAM_02 1.465
+score BITCOIN_EXTORT_01 3.215
+score BITCOIN_MALF_HTML 3.499
+score BITCOIN_SPAM_02 1.283
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 1.033
-score BODY_SINGLE_URI 2.251
-score BODY_URI_ONLY 0.620
+score BITCOIN_YOUR_INFO 1.049
+score BODY_SINGLE_URI 2.150
+score BODY_URI_ONLY 0.729
score BOGUS_MIME_VERSION 3.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 1.000
-score CTYPE_NULL 2.209
-score DATE_IN_FUTURE_96_Q 2.284
+score CTYPE_NULL 2.101
+score DATE_IN_FUTURE_96_Q 2.299
score DATE_IN_FUTURE_Q_PLUS 2.199
-score DEAR_BENEFICIARY 0.376
-score DKIMWL_BL 2.999
+score DEAR_BENEFICIARY 0.511
+score DKIMWL_BL 3.000
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DQ_URI_DOM_IN_PATH 2.599
-score DSN_NO_MIMEVERSION 2.000
-score DX_TEXT_03 0.300
+score DQ_URI_DOM_IN_PATH 2.499
+score DSN_NO_MIMEVERSION 1.999
+score DX_TEXT_03 0.299
score END_FUTURE_EMAILS 0.953
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.136
+score FONT_INVIS_LONG_LINE 2.270
score FONT_INVIS_MSGID 0.001
score FONT_INVIS_POSTEXTRAS 0.001
-score FORGED_RELAY_MUA_TO_MX 3.824
+score FORGED_RELAY_MUA_TO_MX 3.768
score FORGED_SPF_HELO 1.300
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 0.807
-score FORM_FRAUD_5 2.993
+score FORM_FRAUD_3 1.700
+score FORM_FRAUD_5 2.609
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 2.297
+score FROM_ADDR_WS 2.581
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.580
+score FROM_MISSP_DYNIP 1.534
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.959
+score FROM_MISSP_FREEMAIL 2.691
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.387
+score FROM_MISSP_PHISH 1.518
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
-score FROM_MISSP_TO_UNDISC 2.513
+score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.791
-score FROM_NEWDOM_BTC 1.703
-score FROM_NTLD_LINKBAIT 1.670
-score FROM_NTLD_REPLY_FREEMAIL 0.422
-score FROM_PAYPAL_SPOOF 1.308
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NAME_EQ_TO_G_DRIVE 1.354
+score FROM_NEWDOM_BTC 1.273
+score FROM_NTLD_LINKBAIT 1.963
+score FROM_NTLD_REPLY_FREEMAIL 1.596
+score FROM_PAYPAL_SPOOF 0.595
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.599
-score FROM_UNBAL1 2.795
-score FROM_WORDY 1.249
-score FROM_WSP_TRAIL 2.299
+score FROM_SUSPICIOUS_NTLD_FP 1.304
+score FROM_UNBAL1 2.488
+score FROM_WORDY 1.215
+score FROM_WSP_TRAIL 2.199
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.939
-score FUZZY_BITCOIN 1.594
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_THIS_IS_ADV 0.001
+score FUZZY_BITCOIN 1.110
score FUZZY_CLICK_HERE 2.199
-score FUZZY_WALLET 1.747
-score GB_BITCOIN_CP 2.107
+score FUZZY_WALLET 1.636
+score GB_BITCOIN_CP 1.880
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUS 0.749
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_GOOGLE_OBFUS 0.553
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 1.267
+score GOOG_REDIR_NORDNS 0.827
score GOOG_REDIR_SHORT 2.199
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.806
+score HDR_ORDER_FTSDMCXX_DIRECT 1.717
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001 # force non-zero
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.153
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.301
-score HK_RANDOM_REPLYTO 0.781
+score HK_RANDOM_FROM 0.454
+score HK_RANDOM_REPLYTO 0.640
score HK_RCVD_IP_MULTICAST 1.999
score HK_SCAM 0.001
-score HK_WIN 0.001 # force non-zero
-score HOSTED_IMG_DIRECT_MX 1.932
-score HOSTED_IMG_FREEM 3.499
+score HK_WIN 0.001
+score HOSTED_IMG_DIRECT_MX 1.469
+score HOSTED_IMG_FREEM 3.500
+score HTML_ENTITY_ASCII 2.298
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.685
+score HTML_SINGLET_MANY 0.674
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 2.605
-score IMG_ONLY_FM_DOM_INFO 2.446
-score KB_FORGED_MOZ4 4.099
-score KHOP_FAKE_EBAY 0.361
+score HTML_TEXT_INVISIBLE_STYLE 2.479
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KB_FORGED_MOZ4 3.826
+score KHOP_FAKE_EBAY 0.372
score KHOP_HELO_FCRDNS 0.399
-score LH_URI_DOM_IN_PATH 1.118
-score LIST_PARTIAL_SHORT_MSG 1.570
-score LIST_PRTL_SAME_USER 1.466
-score LONG_HEX_URI 1.583
-score LONG_IMG_URI 1.012
-score LONG_INVISIBLE_TEXT 1.947
+score LH_URI_DOM_IN_PATH 1.044
+score LIST_PARTIAL_SHORT_MSG 0.986
+score LIST_PRTL_SAME_USER 2.023
+score LONG_HEX_URI 1.693
+score LONG_IMG_URI 1.010
+score LONG_INVISIBLE_TEXT 1.943
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score LUCRATIVE 1.999
-score MALFORMED_FREEMAIL 1.363
+score LOTTO_AGENT 0.935
+score LUCRATIVE 2.000
+score MALFORMED_FREEMAIL 1.321
score MANY_SPAN_IN_TEXT 1.435
-score MAY_BE_FORGED 2.299
+score MAY_BE_FORGED 2.199
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.001 # force non-zero
-score MIXED_ES 1.081
+score MIME_NO_TEXT 0.001
+score MIXED_ES 1.444
score MONEY_ATM_CARD 2.999
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.969
+score MONEY_FRAUD_3 1.970
score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MSGID_DOLLARS_URI_IMG 2.999
-score MSM_PRIO_REPTO 1.439
+score MSM_PRIO_REPTO 1.250
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.387
+score NORDNS_LOW_CONTRAST 1.247
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 2.320
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 2.458
score OFFER_ONLY_AMERICA 0.001
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.324
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_NTLD 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.246
+score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 2.099
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 0.595
+score PDS_SHORTFWD_URISHRT 0.344
score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.184
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.007
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.496
+score PDS_TINYSUBJ_URISHRT 1.432
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.919
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.568
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 3.714
+score PDS_TO_EQ_FROM_NAME 3.283
score PHP_ORIG_SCRIPT 1.627
-score PP_MIME_FAKE_ASCII_TEXT 0.217
-score RAND_HEADER_MANY 2.861
-score RATWARE_NO_RDNS 1.460
+score PP_MIME_FAKE_ASCII_TEXT 0.181
+score RAND_HEADER_MANY 1.500
+score RATWARE_NO_RDNS 1.617
score RCVD_DOTEDU_SHORT 0.001
score RCVD_DOTEDU_SUSP 0.001
-score RCVD_DOTEDU_SUSP_URI 0.001 # force non-zero
+score RCVD_DOTEDU_SUSP_URI 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.074
-score RDNS_NUM_TLD_XM 0.437
+score RDNS_NUM_TLD_ATCHNX 1.702
+score RDNS_NUM_TLD_XM 2.016
score RISK_FREE 3.299
-score SENDGRID_REDIR 1.499
-score SENDGRID_REDIR_PHISH 1.119
-score SERGIO_SUBJECT_VIAGRA01 1.681
+score SENDGRID_REDIR 1.500
+score SENDGRID_REDIR_PHISH 0.349
+score SERGIO_SUBJECT_VIAGRA01 1.532
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_HREF 1.000
-score SHORTENED_URL_SRC 2.899
-score SHORTENER_SHORT_IMG 0.001
+score SHORTENED_URL_HREF 0.999
+score SHORTENED_URL_SRC 2.799
+score SHORTENER_SHORT_IMG 0.004
score SHORT_BODY_G_DRIVE_DYN 1.499
score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.730
+score SPOOFED_FREEMAIL 1.698
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.978
-score SPOOFED_FREEM_REPTO_CHN 2.087
-score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 2.423
+score SPOOFED_FREEM_REPTO 1.007
+score SPOOFED_FREEM_REPTO_CHN 2.928
+score STATIC_XPRIO_OLE 1.903
+score STOCK_LOW_CONTRAST 2.422
score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 0.001
-score SUSP_UTF8_WORD_FROM 1.626
+score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.291
+score TEQF_USR_POLITE 0.764
score THIS_AD 1.299
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.001 # force non-zero
score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
-score TO_EQ_FM_DIRECT_MX 2.500
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.252
-score TO_EQ_FM_DOM_SPF_FAIL 0.244
-score TO_EQ_FM_HTML_ONLY 0.903
-score TO_EQ_FM_SPF_FAIL 0.047
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.110
-score TO_NO_BRKTS_FROM_MSSP 2.455
-score TO_NO_BRKTS_HTML_IMG 0.939
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_HTML_IMG 0.018
+score TO_EQ_FM_DOM_HTML_ONLY 1.108
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.474
+score TO_EQ_FM_SPF_FAIL 0.302
+score TO_IN_SUBJ 0.087
+score TO_NAME_SUBJ_NO_RDNS 1.036
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.876
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.909
+score TO_NO_BRKTS_MSFT 1.900
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_RCVD_SPACE_BRACKET 3.856
-score TVD_SPACE_ENCODED 2.500
-score TVD_SPACE_RATIO_MINFP 0.472
+score TVD_RCVD_SPACE_BRACKET 1.353
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 0.485
score TVD_SUBJ_NUM_OBFU_MINFP 2.099
score UNICODE_OBFU_ASC 2.499
score UPGRADE_MAILBOX 1.399
score URI_BUFFLY 1.999
score URI_DOTEDU 0.001
-score URI_GOOGLE_PROXY 0.202
-score URI_IN_URI_10 2.498
-score URI_IN_URI_5 2.548
-score URI_ONLY_MSGID_MALF 1.757
-score URI_PHISH 2.999
+score URI_GOOGLE_PROXY 0.200
+score URI_IN_URI_10 3.413
+score URI_IN_URI_5 3.109
+score URI_ONLY_MSGID_MALF 1.612
+score URI_PHISH 3.009
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.854
-score URI_WPADMIN 2.401
-score URI_WP_DIRINDEX 1.752
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.066
+score URI_TRY_3LD 1.929
+score URI_WPADMIN 2.500
+score URI_WP_DIRINDEX 2.500
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.499
score WIKI_IMG 2.999
-score XPRIO 0.097
-score XPRIO_SHORT_SUBJ 2.144
+score XPRIO 1.754
+score XPRIO_SHORT_SUBJ 2.164
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 2.799
+score YOU_INHERIT 2.699
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -322,7 +323,6 @@ score HEXHASH_WORD 1.0
score HK_CTE_RAW 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score LIST_PRTL_PUMPDUMP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1882719&r1=1882718&r2=1882719&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Oct 21 03:14:28 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 850633 65.197% (99.710% of non-spam corpus)
-# Correctly spam: 345804 26.504% (76.574% of spam corpus)
-# False positives: 2475 0.190% (0.290% of nonspam, 47373 weighted)
-# False negatives: 105791 8.108% (23.426% of spam, 243822 weighted)
-# Average score for spam: 10.7 nonspam: 0.5
-# Average for false-pos: 7.2 false-neg: 2.3
-# TOTAL: 1304703 100.00%
+# Correctly non-spam: 849640 65.127% (99.717% of non-spam corpus)
+# Correctly spam: 334121 25.611% (73.832% of spam corpus)
+# False positives: 2408 0.185% (0.283% of nonspam, 46361 weighted)
+# False negatives: 118422 9.077% (26.168% of spam, 307822 weighted)
+# Average score for spam: 10.9 nonspam: 0.5
+# Average for false-pos: 7.2 false-neg: 2.6
+# TOTAL: 1304591 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 106114 99.73%
-# Correctly spam: 43345 76.98%
-# False positives: 292 0.27%
-# False negatives: 12965 23.02%
-# TCR(l=50): 2.042808 SpamRecall: 76.976% SpamPrec: 99.331%
+# Correctly non-spam: 105949 99.70%
+# Correctly spam: 43141 76.45%
+# False positives: 318 0.30%
+# False negatives: 13286 23.55%
+# TCR(l=50): 1.933358 SpamRecall: 76.455% SpamPrec: 99.268%
##### 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: 843620 98.89%
-# Correctly spam: 204267 45.23%
-# False positives: 9488 1.11%
-# False negatives: 247328 54.77%
-# TCR(l=50): 0.625714 SpamRecall: 45.232% SpamPrec: 95.561%
+# Correctly non-spam: 842702 98.90%
+# Correctly spam: 207563 45.87%
+# False positives: 9346 1.10%
+# False negatives: 244980 54.13%
+# TCR(l=50): 0.635344 SpamRecall: 45.866% SpamPrec: 95.691%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 105279 98.94%
-# Correctly spam: 25418 45.14%
-# False positives: 1127 1.06%
-# False negatives: 30892 54.86%
-# TCR(l=50): 0.645446 SpamRecall: 45.139% SpamPrec: 95.754%
+# Correctly non-spam: 105103 98.90%
+# Correctly spam: 26004 46.08%
+# False positives: 1164 1.10%
+# False negatives: 30423 53.92%
+# TCR(l=50): 0.636708 SpamRecall: 46.084% SpamPrec: 95.716%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1882719&r1=1882718&r2=1882719&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Oct 21 03:14:28 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 193778 31.331% (99.096% of non-spam corpus)
-# Correctly spam: 359495 58.125% (84.999% of spam corpus)
-# False positives: 1767 0.286% (0.904% of nonspam, 278015 weighted)
-# False negatives: 63447 10.258% (15.001% of spam, 110362 weighted)
-# Average score for spam: 15.3 nonspam: -0.5
-# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 618487 100.00%
+# Correctly non-spam: 193759 31.330% (99.090% of non-spam corpus)
+# Correctly spam: 359486 58.127% (85.002% of spam corpus)
+# False positives: 1780 0.288% (0.910% of nonspam, 277655 weighted)
+# False negatives: 63427 10.256% (14.998% of spam, 110429 weighted)
+# Average score for spam: 15.2 nonspam: -0.5
+# Average for false-pos: 7.2 false-neg: 1.7
+# TOTAL: 618452 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24250 99.13%
-# Correctly spam: 44619 84.69%
-# False positives: 214 0.87%
-# False negatives: 8064 15.31%
-# TCR(l=50): 2.807664 SpamRecall: 84.693% SpamPrec: 99.523%
+# Correctly non-spam: 24218 98.99%
+# Correctly spam: 44676 84.80%
+# False positives: 246 1.01%
+# False negatives: 8005 15.20%
+# TCR(l=50): 2.594484 SpamRecall: 84.805% SpamPrec: 99.452%
##### 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: 192990 98.69%
-# Correctly spam: 268814 63.56%
-# False positives: 2555 1.31%
-# False negatives: 154128 36.44%
-# TCR(l=50): 1.500443 SpamRecall: 63.558% SpamPrec: 99.058%
+# Correctly non-spam: 193021 98.71%
+# Correctly spam: 268772 63.55%
+# False positives: 2518 1.29%
+# False negatives: 154141 36.45%
+# TCR(l=50): 1.510182 SpamRecall: 63.553% SpamPrec: 99.072%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24157 98.75%
-# Correctly spam: 33372 63.34%
-# False positives: 307 1.25%
-# False negatives: 19311 36.66%
-# TCR(l=50): 1.519950 SpamRecall: 63.345% SpamPrec: 99.088%
+# Correctly non-spam: 24129 98.63%
+# Correctly spam: 33410 63.42%
+# False positives: 335 1.37%
+# False negatives: 19271 36.58%
+# TCR(l=50): 1.462508 SpamRecall: 63.419% SpamPrec: 99.007%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1882719&r1=1882718&r2=1882719&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Oct 21 03:14:28 2020
@@ -3,258 +3,259 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.117
-score AC_HTML_NONSENSE_TAGS 2.000
+score AC_FROM_MANY_DOTS 2.148
+score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 1.056
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.500
+score ADMITS_SPAM 1.062
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_FORM 0.838
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_FORM 1.532
score ADVANCE_FEE_3_NEW_FRM_MNY 2.299
-score ADVANCE_FEE_3_NEW_MONEY 0.302
+score ADVANCE_FEE_3_NEW_MONEY 0.586
score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.501
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.571
score ADVANCE_FEE_4_NEW_MONEY 2.699
score ADVANCE_FEE_5_NEW 2.199
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 2.152
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 1.796
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.454
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.061
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 2.331
-score BITCOIN_MALF_HTML 3.431
-score BITCOIN_SPAM_02 1.465
+score BITCOIN_EXTORT_01 3.215
+score BITCOIN_MALF_HTML 3.499
+score BITCOIN_SPAM_02 1.283
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 1.033
-score BODY_SINGLE_URI 2.251
-score BODY_URI_ONLY 0.620
+score BITCOIN_YOUR_INFO 1.049
+score BODY_SINGLE_URI 2.150
+score BODY_URI_ONLY 0.729
score BOGUS_MIME_VERSION 3.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 1.000
-score CTYPE_NULL 2.209
-score DATE_IN_FUTURE_96_Q 2.284
+score CTYPE_NULL 2.101
+score DATE_IN_FUTURE_96_Q 2.299
score DATE_IN_FUTURE_Q_PLUS 2.199
-score DEAR_BENEFICIARY 0.376
-score DKIMWL_BL 2.999
+score DEAR_BENEFICIARY 0.511
+score DKIMWL_BL 3.000
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DQ_URI_DOM_IN_PATH 2.599
-score DSN_NO_MIMEVERSION 2.000
-score DX_TEXT_03 0.300
+score DQ_URI_DOM_IN_PATH 2.499
+score DSN_NO_MIMEVERSION 1.999
+score DX_TEXT_03 0.299
score END_FUTURE_EMAILS 0.953
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.136
+score FONT_INVIS_LONG_LINE 2.270
score FONT_INVIS_MSGID 0.001
score FONT_INVIS_POSTEXTRAS 0.001
-score FORGED_RELAY_MUA_TO_MX 3.824
+score FORGED_RELAY_MUA_TO_MX 3.768
score FORGED_SPF_HELO 1.300
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 0.807
-score FORM_FRAUD_5 2.993
+score FORM_FRAUD_3 1.700
+score FORM_FRAUD_5 2.609
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 2.297
+score FROM_ADDR_WS 2.581
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.580
+score FROM_MISSP_DYNIP 1.534
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.959
+score FROM_MISSP_FREEMAIL 2.691
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.387
+score FROM_MISSP_PHISH 1.518
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
-score FROM_MISSP_TO_UNDISC 2.513
+score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.791
-score FROM_NEWDOM_BTC 1.703
-score FROM_NTLD_LINKBAIT 1.670
-score FROM_NTLD_REPLY_FREEMAIL 0.422
-score FROM_PAYPAL_SPOOF 1.308
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NAME_EQ_TO_G_DRIVE 1.354
+score FROM_NEWDOM_BTC 1.273
+score FROM_NTLD_LINKBAIT 1.963
+score FROM_NTLD_REPLY_FREEMAIL 1.596
+score FROM_PAYPAL_SPOOF 0.595
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.599
-score FROM_UNBAL1 2.795
-score FROM_WORDY 1.249
-score FROM_WSP_TRAIL 2.299
+score FROM_SUSPICIOUS_NTLD_FP 1.304
+score FROM_UNBAL1 2.488
+score FROM_WORDY 1.215
+score FROM_WSP_TRAIL 2.199
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.939
-score FUZZY_BITCOIN 1.594
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_THIS_IS_ADV 0.001
+score FUZZY_BITCOIN 1.110
score FUZZY_CLICK_HERE 2.199
-score FUZZY_WALLET 1.747
-score GB_BITCOIN_CP 2.107
+score FUZZY_WALLET 1.636
+score GB_BITCOIN_CP 1.880
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUS 0.749
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_GOOGLE_OBFUS 0.553
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 1.267
+score GOOG_REDIR_NORDNS 0.827
score GOOG_REDIR_SHORT 2.199
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.806
+score HDR_ORDER_FTSDMCXX_DIRECT 1.717
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001 # force non-zero
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.153
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.301
-score HK_RANDOM_REPLYTO 0.781
+score HK_RANDOM_FROM 0.454
+score HK_RANDOM_REPLYTO 0.640
score HK_RCVD_IP_MULTICAST 1.999
score HK_SCAM 0.001
-score HK_WIN 0.001 # force non-zero
-score HOSTED_IMG_DIRECT_MX 1.932
-score HOSTED_IMG_FREEM 3.499
+score HK_WIN 0.001
+score HOSTED_IMG_DIRECT_MX 1.469
+score HOSTED_IMG_FREEM 3.500
+score HTML_ENTITY_ASCII 2.298
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.685
+score HTML_SINGLET_MANY 0.674
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 2.605
-score IMG_ONLY_FM_DOM_INFO 2.446
-score KB_FORGED_MOZ4 4.099
-score KHOP_FAKE_EBAY 0.361
+score HTML_TEXT_INVISIBLE_STYLE 2.479
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KB_FORGED_MOZ4 3.826
+score KHOP_FAKE_EBAY 0.372
score KHOP_HELO_FCRDNS 0.399
-score LH_URI_DOM_IN_PATH 1.118
-score LIST_PARTIAL_SHORT_MSG 1.570
-score LIST_PRTL_SAME_USER 1.466
-score LONG_HEX_URI 1.583
-score LONG_IMG_URI 1.012
-score LONG_INVISIBLE_TEXT 1.947
+score LH_URI_DOM_IN_PATH 1.044
+score LIST_PARTIAL_SHORT_MSG 0.986
+score LIST_PRTL_SAME_USER 2.023
+score LONG_HEX_URI 1.693
+score LONG_IMG_URI 1.010
+score LONG_INVISIBLE_TEXT 1.943
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score LUCRATIVE 1.999
-score MALFORMED_FREEMAIL 1.363
+score LOTTO_AGENT 0.935
+score LUCRATIVE 2.000
+score MALFORMED_FREEMAIL 1.321
score MANY_SPAN_IN_TEXT 1.435
-score MAY_BE_FORGED 2.299
+score MAY_BE_FORGED 2.199
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.001 # force non-zero
-score MIXED_ES 1.081
+score MIME_NO_TEXT 0.001
+score MIXED_ES 1.444
score MONEY_ATM_CARD 2.999
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.969
+score MONEY_FRAUD_3 1.970
score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MSGID_DOLLARS_URI_IMG 2.999
-score MSM_PRIO_REPTO 1.439
+score MSM_PRIO_REPTO 1.250
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.387
+score NORDNS_LOW_CONTRAST 1.247
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 2.320
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 2.458
score OFFER_ONLY_AMERICA 0.001
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.324
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_NTLD 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.246
+score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 2.099
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 0.595
+score PDS_SHORTFWD_URISHRT 0.344
score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.184
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.007
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.496
+score PDS_TINYSUBJ_URISHRT 1.432
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.919
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.568
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 3.714
+score PDS_TO_EQ_FROM_NAME 3.283
score PHP_ORIG_SCRIPT 1.627
-score PP_MIME_FAKE_ASCII_TEXT 0.217
-score RAND_HEADER_MANY 2.861
-score RATWARE_NO_RDNS 1.460
+score PP_MIME_FAKE_ASCII_TEXT 0.181
+score RAND_HEADER_MANY 1.500
+score RATWARE_NO_RDNS 1.617
score RCVD_DOTEDU_SHORT 0.001
score RCVD_DOTEDU_SUSP 0.001
-score RCVD_DOTEDU_SUSP_URI 0.001 # force non-zero
+score RCVD_DOTEDU_SUSP_URI 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.074
-score RDNS_NUM_TLD_XM 0.437
+score RDNS_NUM_TLD_ATCHNX 1.702
+score RDNS_NUM_TLD_XM 2.016
score RISK_FREE 3.299
-score SENDGRID_REDIR 1.499
-score SENDGRID_REDIR_PHISH 1.119
-score SERGIO_SUBJECT_VIAGRA01 1.681
+score SENDGRID_REDIR 1.500
+score SENDGRID_REDIR_PHISH 0.349
+score SERGIO_SUBJECT_VIAGRA01 1.532
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_HREF 1.000
-score SHORTENED_URL_SRC 2.899
-score SHORTENER_SHORT_IMG 0.001
+score SHORTENED_URL_HREF 0.999
+score SHORTENED_URL_SRC 2.799
+score SHORTENER_SHORT_IMG 0.004
score SHORT_BODY_G_DRIVE_DYN 1.499
score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.730
+score SPOOFED_FREEMAIL 1.698
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.978
-score SPOOFED_FREEM_REPTO_CHN 2.087
-score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 2.423
+score SPOOFED_FREEM_REPTO 1.007
+score SPOOFED_FREEM_REPTO_CHN 2.928
+score STATIC_XPRIO_OLE 1.903
+score STOCK_LOW_CONTRAST 2.422
score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 0.001
-score SUSP_UTF8_WORD_FROM 1.626
+score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.291
+score TEQF_USR_POLITE 0.764
score THIS_AD 1.299
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.001 # force non-zero
score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
-score TO_EQ_FM_DIRECT_MX 2.500
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.252
-score TO_EQ_FM_DOM_SPF_FAIL 0.244
-score TO_EQ_FM_HTML_ONLY 0.903
-score TO_EQ_FM_SPF_FAIL 0.047
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.110
-score TO_NO_BRKTS_FROM_MSSP 2.455
-score TO_NO_BRKTS_HTML_IMG 0.939
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_HTML_IMG 0.018
+score TO_EQ_FM_DOM_HTML_ONLY 1.108
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.474
+score TO_EQ_FM_SPF_FAIL 0.302
+score TO_IN_SUBJ 0.087
+score TO_NAME_SUBJ_NO_RDNS 1.036
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.876
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.909
+score TO_NO_BRKTS_MSFT 1.900
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_RCVD_SPACE_BRACKET 3.856
-score TVD_SPACE_ENCODED 2.500
-score TVD_SPACE_RATIO_MINFP 0.472
+score TVD_RCVD_SPACE_BRACKET 1.353
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 0.485
score TVD_SUBJ_NUM_OBFU_MINFP 2.099
score UNICODE_OBFU_ASC 2.499
score UPGRADE_MAILBOX 1.399
score URI_BUFFLY 1.999
score URI_DOTEDU 0.001
-score URI_GOOGLE_PROXY 0.202
-score URI_IN_URI_10 2.498
-score URI_IN_URI_5 2.548
-score URI_ONLY_MSGID_MALF 1.757
-score URI_PHISH 2.999
+score URI_GOOGLE_PROXY 0.200
+score URI_IN_URI_10 3.413
+score URI_IN_URI_5 3.109
+score URI_ONLY_MSGID_MALF 1.612
+score URI_PHISH 3.009
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.854
-score URI_WPADMIN 2.401
-score URI_WP_DIRINDEX 1.752
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.066
+score URI_TRY_3LD 1.929
+score URI_WPADMIN 2.500
+score URI_WP_DIRINDEX 2.500
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.499
score WIKI_IMG 2.999
-score XPRIO 0.097
-score XPRIO_SHORT_SUBJ 2.144
+score XPRIO 1.754
+score XPRIO_SHORT_SUBJ 2.164
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 2.799
+score YOU_INHERIT 2.699
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -322,7 +323,6 @@ score HEXHASH_WORD 1.0
score HK_CTE_RAW 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score LIST_PRTL_PUMPDUMP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1882719&r1=1882718&r2=1882719&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Oct 21 03:14:28 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 850633 65.197% (99.710% of non-spam corpus)
-# Correctly spam: 345804 26.504% (76.574% of spam corpus)
-# False positives: 2475 0.190% (0.290% of nonspam, 47373 weighted)
-# False negatives: 105791 8.108% (23.426% of spam, 243822 weighted)
-# Average score for spam: 10.7 nonspam: 0.5
-# Average for false-pos: 7.2 false-neg: 2.3
-# TOTAL: 1304703 100.00%
+# Correctly non-spam: 849640 65.127% (99.717% of non-spam corpus)
+# Correctly spam: 334121 25.611% (73.832% of spam corpus)
+# False positives: 2408 0.185% (0.283% of nonspam, 46361 weighted)
+# False negatives: 118422 9.077% (26.168% of spam, 307822 weighted)
+# Average score for spam: 10.9 nonspam: 0.5
+# Average for false-pos: 7.2 false-neg: 2.6
+# TOTAL: 1304591 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 106114 99.73%
-# Correctly spam: 43345 76.98%
-# False positives: 292 0.27%
-# False negatives: 12965 23.02%
-# TCR(l=50): 2.042808 SpamRecall: 76.976% SpamPrec: 99.331%
+# Correctly non-spam: 105949 99.70%
+# Correctly spam: 43141 76.45%
+# False positives: 318 0.30%
+# False negatives: 13286 23.55%
+# TCR(l=50): 1.933358 SpamRecall: 76.455% SpamPrec: 99.268%
##### 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: 843620 98.89%
-# Correctly spam: 204267 45.23%
-# False positives: 9488 1.11%
-# False negatives: 247328 54.77%
-# TCR(l=50): 0.625714 SpamRecall: 45.232% SpamPrec: 95.561%
+# Correctly non-spam: 842702 98.90%
+# Correctly spam: 207563 45.87%
+# False positives: 9346 1.10%
+# False negatives: 244980 54.13%
+# TCR(l=50): 0.635344 SpamRecall: 45.866% SpamPrec: 95.691%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 105279 98.94%
-# Correctly spam: 25418 45.14%
-# False positives: 1127 1.06%
-# False negatives: 30892 54.86%
-# TCR(l=50): 0.645446 SpamRecall: 45.139% SpamPrec: 95.754%
+# Correctly non-spam: 105103 98.90%
+# Correctly spam: 26004 46.08%
+# False positives: 1164 1.10%
+# False negatives: 30423 53.92%
+# TCR(l=50): 0.636708 SpamRecall: 46.084% SpamPrec: 95.716%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1882719&r1=1882718&r2=1882719&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Oct 21 03:14:28 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 193778 31.331% (99.096% of non-spam corpus)
-# Correctly spam: 359495 58.125% (84.999% of spam corpus)
-# False positives: 1767 0.286% (0.904% of nonspam, 278015 weighted)
-# False negatives: 63447 10.258% (15.001% of spam, 110362 weighted)
-# Average score for spam: 15.3 nonspam: -0.5
-# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 618487 100.00%
+# Correctly non-spam: 193759 31.330% (99.090% of non-spam corpus)
+# Correctly spam: 359486 58.127% (85.002% of spam corpus)
+# False positives: 1780 0.288% (0.910% of nonspam, 277655 weighted)
+# False negatives: 63427 10.256% (14.998% of spam, 110429 weighted)
+# Average score for spam: 15.2 nonspam: -0.5
+# Average for false-pos: 7.2 false-neg: 1.7
+# TOTAL: 618452 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24250 99.13%
-# Correctly spam: 44619 84.69%
-# False positives: 214 0.87%
-# False negatives: 8064 15.31%
-# TCR(l=50): 2.807664 SpamRecall: 84.693% SpamPrec: 99.523%
+# Correctly non-spam: 24218 98.99%
+# Correctly spam: 44676 84.80%
+# False positives: 246 1.01%
+# False negatives: 8005 15.20%
+# TCR(l=50): 2.594484 SpamRecall: 84.805% SpamPrec: 99.452%
##### 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: 192990 98.69%
-# Correctly spam: 268814 63.56%
-# False positives: 2555 1.31%
-# False negatives: 154128 36.44%
-# TCR(l=50): 1.500443 SpamRecall: 63.558% SpamPrec: 99.058%
+# Correctly non-spam: 193021 98.71%
+# Correctly spam: 268772 63.55%
+# False positives: 2518 1.29%
+# False negatives: 154141 36.45%
+# TCR(l=50): 1.510182 SpamRecall: 63.553% SpamPrec: 99.072%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24157 98.75%
-# Correctly spam: 33372 63.34%
-# False positives: 307 1.25%
-# False negatives: 19311 36.66%
-# TCR(l=50): 1.519950 SpamRecall: 63.345% SpamPrec: 99.088%
+# Correctly non-spam: 24129 98.63%
+# Correctly spam: 33410 63.42%
+# False positives: 335 1.37%
+# False negatives: 19271 36.58%
+# TCR(l=50): 1.462508 SpamRecall: 63.419% SpamPrec: 99.007%