Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1879173&r1=1879172&r2=1879173&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jun 25 04:28:38 2020
@@ -3,199 +3,198 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.957
-score AC_HTML_NONSENSE_TAGS 2.000
-score ADMITS_SPAM 3.010
+score AC_FROM_MANY_DOTS 2.956
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.468
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.853
+score ADVANCE_FEE_3_NEW 3.466
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.361
score ADVANCE_FEE_3_NEW_MONEY 2.599
score ADVANCE_FEE_4_NEW_MONEY 2.299
-score ADVANCE_FEE_5_NEW 2.390
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.438
-score AD_PREFS 0.230
+score ADVANCE_FEE_5_NEW 2.101
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.609
+score AD_PREFS 0.108
score AXB_XMAILER_MIMEOLE_OL_024C2 3.699
-score BITCOIN_EXTORT_01 3.705
-score BODY_SINGLE_URI 1.799
+score BITCOIN_EXTORT_01 3.703
+score BODY_SINGLE_URI 1.800
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.999
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.899
score CTYPE_NULL 2.599
-score DATE_IN_FUTURE_96_Q 1.672
-score DEAR_BENEFICIARY 2.453
-score DKIMWL_BL 2.454
+score DATE_IN_FUTURE_96_Q 2.017
+score DEAR_BENEFICIARY 2.515
+score DKIMWL_BL 2.115
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score END_FUTURE_EMAILS 2.034
+score END_FUTURE_EMAILS 2.035
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.566
+score FORGED_RELAY_MUA_TO_MX 3.598
score FORGED_SPF_HELO 0.999
-score FORM_FRAUD_3 1.249
-score FORM_FRAUD_5 0.296
+score FORM_FRAUD_3 1.430
+score FORM_FRAUD_5 0.508
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROMSPACE 2.900
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.560
+score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.500
-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 0.001
-score FROM_MISSPACED 1.697
-score FROM_MISSP_DYNIP 2.019
-score FROM_MISSP_EH_MATCH 1.417
+score FROM_MISSPACED 1.701
+score FROM_MISSP_DYNIP 1.562
+score FROM_MISSP_EH_MATCH 0.983
score FROM_MISSP_FREEMAIL 1.905
-score FROM_MISSP_MSFT 1.788
+score FROM_MISSP_MSFT 1.862
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.415
-score FROM_MISSP_USER 2.251
-score FROM_MISSP_XPRIO 1.990
-score FROM_NTLD_REPLY_FREEMAIL 0.473
+score FROM_MISSP_TO_UNDISC 1.111
+score FROM_MISSP_USER 0.812
+score FROM_MISSP_XPRIO 2.290
+score FROM_NTLD_REPLY_FREEMAIL 0.030
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_SUSPICIOUS_NTLD_FP 2.000
score FROM_WORDY 2.499
-score FSL_BULK_SIG 1.220
-score FSL_CTYPE_WIN1251 1.505
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 2.896
-score FUZZY_BITCOIN 2.599
+score FSL_BULK_SIG 1.370
+score FSL_CTYPE_WIN1251 3.175
+score FSL_NEW_HELO_USER 0.345
+score FSL_THIS_IS_ADV 3.199
+score FUZZY_BITCOIN 2.600
score FUZZY_CLICK_HERE 2.199
score FUZZY_SECURITY 2.299
-score FUZZY_WALLET 1.321
-score GAPPY_GENITALIA 1.745
+score FUZZY_WALLET 0.753
+score GAPPY_GENITALIA 1.498
score GB_BITCOIN_CP 2.999
score GB_FREEMAIL_DISPTO 0.500
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_GOOGLE_OBFUS 0.749
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 3.060
-score HDRS_LCASE 0.099
+score GOOG_REDIR_HTML_ONLY 2.000
+score GOOG_REDIR_NORDNS 2.936
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.596
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
-score HELO_MISC_IP 0.250
-score HELO_NO_DOMAIN 0.001
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_NORDNS 2.637
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HELO_MISC_IP 0.249
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 1.588
-score HOSTED_IMG_MULTI 1.932
+score HOSTED_IMG_FREEM 1.574
+score HOSTED_IMG_MULTI 2.204
score HTML_FONT_TINY_NORDNS 1.499
-score HTML_SINGLET_MANY 0.187
-score HTML_TEXT_INVISIBLE_STYLE 1.221
-score IMG_ONLY_FM_DOM_INFO 2.459
+score HTML_SINGLET_MANY 0.083
+score HTML_TEXT_INVISIBLE_STYLE 1.222
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.300
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_FAKE_EBAY 0.999
+score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 2.975
-score LONG_HEX_URI 1.610
-score LONG_IMG_URI 0.709
+score LIST_PRTL_SAME_USER 0.991
+score LONG_HEX_URI 1.613
+score LONG_IMG_URI 0.708
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 0.918
-score MANY_SPAN_IN_TEXT 2.808
+score MALF_HTML_B64 0.767
+score MANY_SPAN_IN_TEXT 3.099
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001
-score MIMEOLE_DIRECT_TO_MX 1.752
-score MIME_NO_TEXT 1.999
-score MIXED_ES 0.701
-score MONEY_ATM_CARD 2.400
+score MILLION_HUNDRED 0.296
+score MIMEOLE_DIRECT_TO_MX 0.608
+score MIXED_ES 0.698
+score MONEY_ATM_CARD 2.399
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.540
+score MONEY_FORM_SHORT 0.660
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.655
+score MONEY_FRAUD_5 0.321
score MONEY_FRAUD_8 2.699
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.937
+score MSM_PRIO_REPTO 1.130
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 0.360
-score NSL_RCVD_FROM_USER 0.939
-score NSL_RCVD_HELO_USER 0.940
-score OBFU_BITCOIN 2.630
+score NO_FM_NAME_IP_HOSTN 0.218
+score NSL_RCVD_FROM_USER 2.284
+score NSL_RCVD_HELO_USER 1.728
+score OBFU_BITCOIN 0.156
score OBFU_TEXT_ATTACH 1.499
-score OFFER_ONLY_AMERICA 1.943
-score PDS_BTC_ID 0.500
+score OFFER_ONLY_AMERICA 1.999
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 1.000
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.500
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.500
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 0.999
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.500
-score PDS_TINYSUBJ_URISHRT 0.855
+score PDS_OTHER_BAD_TLD 2.000
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
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 1.727
-score PHP_ORIG_SCRIPT 2.500
+score PDS_TO_EQ_FROM_NAME 1.726
+score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 1.918
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 2.800
-score RDNS_NUM_TLD_XM 0.841
-score RISK_FREE 1.600
+score RATWARE_NO_RDNS 2.325
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_ATCHNX 2.991
+score RDNS_NUM_TLD_XM 0.832
+score RISK_FREE 1.603
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.063
+score SINGLETS_LOW_CONTRAST 0.167
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.989
+score SPOOFED_FREEM_REPTO 1.988
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.622
-score SUBJ_OBFU_PUNCT_MANY 1.525
-score SUBJ_UNNEEDED_HTML 1.738
-score SURBL_BLOCKED 0.222
-score TAB_IN_FROM 0.001
+score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_MANY 1.399
+score SUBJ_UNNEEDED_HTML 1.892
+score SURBL_BLOCKED 0.171
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.799
-score THIS_IS_ADV_SUSP_NTLD 0.816
+score THIS_AD 1.800
+score THIS_IS_ADV_SUSP_NTLD 1.043
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.888
+score TO_EQ_FM_DIRECT_MX 1.889
score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.599
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.245
+score TO_NO_BRKTS_HTML_IMG 1.246
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.622
-score TO_NO_BRKTS_PCNT 2.404
+score TO_NO_BRKTS_NORDNS_HTML 1.609
+score TO_NO_BRKTS_PCNT 2.486
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.405
-score UNICODE_OBFU_ASC 2.500
-score UPGRADE_MAILBOX 0.343
+score TVD_SPACE_RATIO_MINFP 1.253
+score UNICODE_OBFU_ASC 2.499
+score UPGRADE_MAILBOX 0.001 # force non-zero
score URI_GOOGLE_PROXY 2.199
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.927
+score URI_ONLY_MSGID_MALF 0.947
+score URI_PHISH 2.195
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.642
+score URI_TRY_3LD 1.639
score URI_WPADMIN 2.399
score URI_WP_DIRINDEX 3.500
-score URI_WP_HACKED 3.003
+score URI_WP_HACKED 2.875
score URI_WP_HACKED_2 2.499
-score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.031
+score XPRIO 0.320
+score XPRIO_SHORT_SUBJ 1.030
score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -287,6 +286,7 @@ score LUCRATIVE 1.0
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
score MANY_HDRS_LCASE 0.100
+score MIME_NO_TEXT 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
@@ -314,7 +314,6 @@ score UNICODE_OBFU_ZW 1.0
score URI_DATA 1.000
score URI_HEX_IP 1.000
score URI_OPTOUT_3LD 1.000
-score URI_PHISH 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=1879173&r1=1879172&r2=1879173&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jun 25 04:28:38 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 302551 50.472% (99.433% of non-spam corpus)
-# Correctly spam: 209407 34.934% (70.946% of spam corpus)
-# False positives: 1725 0.288% (0.567% of nonspam, 51587 weighted)
-# False negatives: 85756 14.306% (29.054% of spam, 147590 weighted)
-# Average score for spam: 6.4 nonspam: 0.6
-# Average for false-pos: 6.2 false-neg: 1.7
-# TOTAL: 599439 100.00%
+# Correctly non-spam: 890646 74.737% (99.718% of non-spam corpus)
+# Correctly spam: 214027 17.960% (71.691% of spam corpus)
+# False positives: 2518 0.211% (0.282% of nonspam, 26324 weighted)
+# False negatives: 84512 7.092% (28.309% of spam, 140456 weighted)
+# Average score for spam: 6.5 nonspam: 0.5
+# Average for false-pos: 6.3 false-neg: 1.7
+# TOTAL: 1191703 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37750 99.39%
-# Correctly spam: 26314 71.43%
-# False positives: 230 0.61%
-# False negatives: 10527 28.57%
-# TCR(l=50): 1.672538 SpamRecall: 71.426% SpamPrec: 99.134%
+# Correctly non-spam: 111195 99.70%
+# Correctly spam: 26703 71.68%
+# False positives: 329 0.30%
+# False negatives: 10549 28.32%
+# TCR(l=50): 1.379755 SpamRecall: 71.682% SpamPrec: 98.783%
##### 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: 295541 97.13%
-# Correctly spam: 154804 52.45%
-# False positives: 8735 2.87%
-# False negatives: 140359 47.55%
-# TCR(l=50): 0.511451 SpamRecall: 52.447% SpamPrec: 94.659%
+# Correctly non-spam: 883814 98.95%
+# Correctly spam: 155605 52.12%
+# False positives: 9350 1.05%
+# False negatives: 142934 47.88%
+# TCR(l=50): 0.489060 SpamRecall: 52.122% SpamPrec: 94.332%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36862 97.06%
-# Correctly spam: 19270 52.31%
-# False positives: 1118 2.94%
-# False negatives: 17571 47.69%
-# TCR(l=50): 0.501436 SpamRecall: 52.306% SpamPrec: 94.516%
+# Correctly non-spam: 110329 98.93%
+# Correctly spam: 19439 52.18%
+# False positives: 1195 1.07%
+# False negatives: 17813 47.82%
+# TCR(l=50): 0.480281 SpamRecall: 52.182% SpamPrec: 94.209%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879173&r1=1879172&r2=1879173&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jun 25 04:28:38 2020
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 300476 51.741% (99.822% of non-spam corpus)
-# Correctly spam: 236396 40.707% (84.512% of spam corpus)
-# False positives: 537 0.092% (0.178% of nonspam, 30632 weighted)
-# False negatives: 43322 7.460% (15.488% of spam, 81335 weighted)
+# Correctly non-spam: 300479 51.744% (99.823% of non-spam corpus)
+# Correctly spam: 236434 40.715% (84.534% of spam corpus)
+# False positives: 534 0.092% (0.177% of nonspam, 30492 weighted)
+# False negatives: 43257 7.449% (15.466% of spam, 81041 weighted)
# Average score for spam: 16.0 nonspam: -2.6
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 580731 100.00%
+# TOTAL: 580704 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 37497 99.81%
-# Correctly spam: 29517 84.35%
+# Correctly spam: 29525 84.38%
# False positives: 71 0.19%
-# False negatives: 5477 15.65%
-# TCR(l=50): 3.876592 SpamRecall: 84.349% SpamPrec: 99.760%
+# False negatives: 5465 15.62%
+# TCR(l=50): 3.881309 SpamRecall: 84.381% SpamPrec: 99.760%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 298754 99.25%
-# Correctly spam: 163931 58.61%
+# Correctly spam: 163936 58.61%
# False positives: 2259 0.75%
-# False negatives: 115787 41.39%
-# TCR(l=50): 1.222880 SpamRecall: 58.606% SpamPrec: 98.641%
+# False negatives: 115755 41.39%
+# TCR(l=50): 1.222933 SpamRecall: 58.613% SpamPrec: 98.641%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 37297 99.28%
-# Correctly spam: 20450 58.44%
+# Correctly spam: 20551 58.73%
# False positives: 271 0.72%
-# False negatives: 14544 41.56%
-# TCR(l=50): 1.245604 SpamRecall: 58.439% SpamPrec: 98.692%
+# False negatives: 14439 41.27%
+# TCR(l=50): 1.250134 SpamRecall: 58.734% SpamPrec: 98.698%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1879173&r1=1879172&r2=1879173&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jun 25 04:28:38 2020
@@ -3,199 +3,198 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.957
-score AC_HTML_NONSENSE_TAGS 2.000
-score ADMITS_SPAM 3.010
+score AC_FROM_MANY_DOTS 2.956
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.468
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.853
+score ADVANCE_FEE_3_NEW 3.466
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.361
score ADVANCE_FEE_3_NEW_MONEY 2.599
score ADVANCE_FEE_4_NEW_MONEY 2.299
-score ADVANCE_FEE_5_NEW 2.390
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.438
-score AD_PREFS 0.230
+score ADVANCE_FEE_5_NEW 2.101
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.609
+score AD_PREFS 0.108
score AXB_XMAILER_MIMEOLE_OL_024C2 3.699
-score BITCOIN_EXTORT_01 3.705
-score BODY_SINGLE_URI 1.799
+score BITCOIN_EXTORT_01 3.703
+score BODY_SINGLE_URI 1.800
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.999
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.899
score CTYPE_NULL 2.599
-score DATE_IN_FUTURE_96_Q 1.672
-score DEAR_BENEFICIARY 2.453
-score DKIMWL_BL 2.454
+score DATE_IN_FUTURE_96_Q 2.017
+score DEAR_BENEFICIARY 2.515
+score DKIMWL_BL 2.115
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score END_FUTURE_EMAILS 2.034
+score END_FUTURE_EMAILS 2.035
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.566
+score FORGED_RELAY_MUA_TO_MX 3.598
score FORGED_SPF_HELO 0.999
-score FORM_FRAUD_3 1.249
-score FORM_FRAUD_5 0.296
+score FORM_FRAUD_3 1.430
+score FORM_FRAUD_5 0.508
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROMSPACE 2.900
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.560
+score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.500
-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 0.001
-score FROM_MISSPACED 1.697
-score FROM_MISSP_DYNIP 2.019
-score FROM_MISSP_EH_MATCH 1.417
+score FROM_MISSPACED 1.701
+score FROM_MISSP_DYNIP 1.562
+score FROM_MISSP_EH_MATCH 0.983
score FROM_MISSP_FREEMAIL 1.905
-score FROM_MISSP_MSFT 1.788
+score FROM_MISSP_MSFT 1.862
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.415
-score FROM_MISSP_USER 2.251
-score FROM_MISSP_XPRIO 1.990
-score FROM_NTLD_REPLY_FREEMAIL 0.473
+score FROM_MISSP_TO_UNDISC 1.111
+score FROM_MISSP_USER 0.812
+score FROM_MISSP_XPRIO 2.290
+score FROM_NTLD_REPLY_FREEMAIL 0.030
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_SUSPICIOUS_NTLD_FP 2.000
score FROM_WORDY 2.499
-score FSL_BULK_SIG 1.220
-score FSL_CTYPE_WIN1251 1.505
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 2.896
-score FUZZY_BITCOIN 2.599
+score FSL_BULK_SIG 1.370
+score FSL_CTYPE_WIN1251 3.175
+score FSL_NEW_HELO_USER 0.345
+score FSL_THIS_IS_ADV 3.199
+score FUZZY_BITCOIN 2.600
score FUZZY_CLICK_HERE 2.199
score FUZZY_SECURITY 2.299
-score FUZZY_WALLET 1.321
-score GAPPY_GENITALIA 1.745
+score FUZZY_WALLET 0.753
+score GAPPY_GENITALIA 1.498
score GB_BITCOIN_CP 2.999
score GB_FREEMAIL_DISPTO 0.500
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_GOOGLE_OBFUS 0.749
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 3.060
-score HDRS_LCASE 0.099
+score GOOG_REDIR_HTML_ONLY 2.000
+score GOOG_REDIR_NORDNS 2.936
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.596
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
-score HELO_MISC_IP 0.250
-score HELO_NO_DOMAIN 0.001
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_NORDNS 2.637
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HELO_MISC_IP 0.249
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 1.588
-score HOSTED_IMG_MULTI 1.932
+score HOSTED_IMG_FREEM 1.574
+score HOSTED_IMG_MULTI 2.204
score HTML_FONT_TINY_NORDNS 1.499
-score HTML_SINGLET_MANY 0.187
-score HTML_TEXT_INVISIBLE_STYLE 1.221
-score IMG_ONLY_FM_DOM_INFO 2.459
+score HTML_SINGLET_MANY 0.083
+score HTML_TEXT_INVISIBLE_STYLE 1.222
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.300
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_FAKE_EBAY 0.999
+score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 2.975
-score LONG_HEX_URI 1.610
-score LONG_IMG_URI 0.709
+score LIST_PRTL_SAME_USER 0.991
+score LONG_HEX_URI 1.613
+score LONG_IMG_URI 0.708
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 0.918
-score MANY_SPAN_IN_TEXT 2.808
+score MALF_HTML_B64 0.767
+score MANY_SPAN_IN_TEXT 3.099
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001
-score MIMEOLE_DIRECT_TO_MX 1.752
-score MIME_NO_TEXT 1.999
-score MIXED_ES 0.701
-score MONEY_ATM_CARD 2.400
+score MILLION_HUNDRED 0.296
+score MIMEOLE_DIRECT_TO_MX 0.608
+score MIXED_ES 0.698
+score MONEY_ATM_CARD 2.399
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.540
+score MONEY_FORM_SHORT 0.660
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.655
+score MONEY_FRAUD_5 0.321
score MONEY_FRAUD_8 2.699
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.937
+score MSM_PRIO_REPTO 1.130
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 0.360
-score NSL_RCVD_FROM_USER 0.939
-score NSL_RCVD_HELO_USER 0.940
-score OBFU_BITCOIN 2.630
+score NO_FM_NAME_IP_HOSTN 0.218
+score NSL_RCVD_FROM_USER 2.284
+score NSL_RCVD_HELO_USER 1.728
+score OBFU_BITCOIN 0.156
score OBFU_TEXT_ATTACH 1.499
-score OFFER_ONLY_AMERICA 1.943
-score PDS_BTC_ID 0.500
+score OFFER_ONLY_AMERICA 1.999
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 1.000
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.500
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.500
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 0.999
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.500
-score PDS_TINYSUBJ_URISHRT 0.855
+score PDS_OTHER_BAD_TLD 2.000
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
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 1.727
-score PHP_ORIG_SCRIPT 2.500
+score PDS_TO_EQ_FROM_NAME 1.726
+score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 1.918
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 2.800
-score RDNS_NUM_TLD_XM 0.841
-score RISK_FREE 1.600
+score RATWARE_NO_RDNS 2.325
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_ATCHNX 2.991
+score RDNS_NUM_TLD_XM 0.832
+score RISK_FREE 1.603
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.063
+score SINGLETS_LOW_CONTRAST 0.167
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.989
+score SPOOFED_FREEM_REPTO 1.988
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.622
-score SUBJ_OBFU_PUNCT_MANY 1.525
-score SUBJ_UNNEEDED_HTML 1.738
-score SURBL_BLOCKED 0.222
-score TAB_IN_FROM 0.001
+score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_MANY 1.399
+score SUBJ_UNNEEDED_HTML 1.892
+score SURBL_BLOCKED 0.171
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.799
-score THIS_IS_ADV_SUSP_NTLD 0.816
+score THIS_AD 1.800
+score THIS_IS_ADV_SUSP_NTLD 1.043
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.888
+score TO_EQ_FM_DIRECT_MX 1.889
score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.599
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.245
+score TO_NO_BRKTS_HTML_IMG 1.246
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.622
-score TO_NO_BRKTS_PCNT 2.404
+score TO_NO_BRKTS_NORDNS_HTML 1.609
+score TO_NO_BRKTS_PCNT 2.486
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.405
-score UNICODE_OBFU_ASC 2.500
-score UPGRADE_MAILBOX 0.343
+score TVD_SPACE_RATIO_MINFP 1.253
+score UNICODE_OBFU_ASC 2.499
+score UPGRADE_MAILBOX 0.001 # force non-zero
score URI_GOOGLE_PROXY 2.199
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.927
+score URI_ONLY_MSGID_MALF 0.947
+score URI_PHISH 2.195
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.642
+score URI_TRY_3LD 1.639
score URI_WPADMIN 2.399
score URI_WP_DIRINDEX 3.500
-score URI_WP_HACKED 3.003
+score URI_WP_HACKED 2.875
score URI_WP_HACKED_2 2.499
-score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.031
+score XPRIO 0.320
+score XPRIO_SHORT_SUBJ 1.030
score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -287,6 +286,7 @@ score LUCRATIVE 1.0
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
score MANY_HDRS_LCASE 0.100
+score MIME_NO_TEXT 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
@@ -314,7 +314,6 @@ score UNICODE_OBFU_ZW 1.0
score URI_DATA 1.000
score URI_HEX_IP 1.000
score URI_OPTOUT_3LD 1.000
-score URI_PHISH 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=1879173&r1=1879172&r2=1879173&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jun 25 04:28:38 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 302551 50.472% (99.433% of non-spam corpus)
-# Correctly spam: 209407 34.934% (70.946% of spam corpus)
-# False positives: 1725 0.288% (0.567% of nonspam, 51587 weighted)
-# False negatives: 85756 14.306% (29.054% of spam, 147590 weighted)
-# Average score for spam: 6.4 nonspam: 0.6
-# Average for false-pos: 6.2 false-neg: 1.7
-# TOTAL: 599439 100.00%
+# Correctly non-spam: 890646 74.737% (99.718% of non-spam corpus)
+# Correctly spam: 214027 17.960% (71.691% of spam corpus)
+# False positives: 2518 0.211% (0.282% of nonspam, 26324 weighted)
+# False negatives: 84512 7.092% (28.309% of spam, 140456 weighted)
+# Average score for spam: 6.5 nonspam: 0.5
+# Average for false-pos: 6.3 false-neg: 1.7
+# TOTAL: 1191703 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37750 99.39%
-# Correctly spam: 26314 71.43%
-# False positives: 230 0.61%
-# False negatives: 10527 28.57%
-# TCR(l=50): 1.672538 SpamRecall: 71.426% SpamPrec: 99.134%
+# Correctly non-spam: 111195 99.70%
+# Correctly spam: 26703 71.68%
+# False positives: 329 0.30%
+# False negatives: 10549 28.32%
+# TCR(l=50): 1.379755 SpamRecall: 71.682% SpamPrec: 98.783%
##### 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: 295541 97.13%
-# Correctly spam: 154804 52.45%
-# False positives: 8735 2.87%
-# False negatives: 140359 47.55%
-# TCR(l=50): 0.511451 SpamRecall: 52.447% SpamPrec: 94.659%
+# Correctly non-spam: 883814 98.95%
+# Correctly spam: 155605 52.12%
+# False positives: 9350 1.05%
+# False negatives: 142934 47.88%
+# TCR(l=50): 0.489060 SpamRecall: 52.122% SpamPrec: 94.332%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36862 97.06%
-# Correctly spam: 19270 52.31%
-# False positives: 1118 2.94%
-# False negatives: 17571 47.69%
-# TCR(l=50): 0.501436 SpamRecall: 52.306% SpamPrec: 94.516%
+# Correctly non-spam: 110329 98.93%
+# Correctly spam: 19439 52.18%
+# False positives: 1195 1.07%
+# False negatives: 17813 47.82%
+# TCR(l=50): 0.480281 SpamRecall: 52.182% SpamPrec: 94.209%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879173&r1=1879172&r2=1879173&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jun 25 04:28:38 2020
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 300476 51.741% (99.822% of non-spam corpus)
-# Correctly spam: 236396 40.707% (84.512% of spam corpus)
-# False positives: 537 0.092% (0.178% of nonspam, 30632 weighted)
-# False negatives: 43322 7.460% (15.488% of spam, 81335 weighted)
+# Correctly non-spam: 300479 51.744% (99.823% of non-spam corpus)
+# Correctly spam: 236434 40.715% (84.534% of spam corpus)
+# False positives: 534 0.092% (0.177% of nonspam, 30492 weighted)
+# False negatives: 43257 7.449% (15.466% of spam, 81041 weighted)
# Average score for spam: 16.0 nonspam: -2.6
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 580731 100.00%
+# TOTAL: 580704 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 37497 99.81%
-# Correctly spam: 29517 84.35%
+# Correctly spam: 29525 84.38%
# False positives: 71 0.19%
-# False negatives: 5477 15.65%
-# TCR(l=50): 3.876592 SpamRecall: 84.349% SpamPrec: 99.760%
+# False negatives: 5465 15.62%
+# TCR(l=50): 3.881309 SpamRecall: 84.381% SpamPrec: 99.760%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 298754 99.25%
-# Correctly spam: 163931 58.61%
+# Correctly spam: 163936 58.61%
# False positives: 2259 0.75%
-# False negatives: 115787 41.39%
-# TCR(l=50): 1.222880 SpamRecall: 58.606% SpamPrec: 98.641%
+# False negatives: 115755 41.39%
+# TCR(l=50): 1.222933 SpamRecall: 58.613% SpamPrec: 98.641%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 37297 99.28%
-# Correctly spam: 20450 58.44%
+# Correctly spam: 20551 58.73%
# False positives: 271 0.72%
-# False negatives: 14544 41.56%
-# TCR(l=50): 1.245604 SpamRecall: 58.439% SpamPrec: 98.692%
+# False negatives: 14439 41.27%
+# TCR(l=50): 1.250134 SpamRecall: 58.734% SpamPrec: 98.698%