Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878787&r1=1878786&r2=1878787&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jun 13 05:19:56 2020
@@ -4,191 +4,192 @@
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.766
-score ADVANCE_FEE_3_NEW 2.547
-score ADVANCE_FEE_3_NEW_MONEY 2.414
-score ADVANCE_FEE_5_NEW 2.444
+score ADMITS_SPAM 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 1.889
+score ADVANCE_FEE_3_NEW 2.575
+score ADVANCE_FEE_3_NEW_MONEY 2.438
+score ADVANCE_FEE_5_NEW 2.359
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score AD_PREFS 0.054
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.996
-score BITCOIN_EXTORT_01 1.052
-score BITCOIN_EXTORT_02 2.888
-score BITCOIN_SPAM_01 1.593
-score BITCOIN_SPAM_02 2.444
-score BITCOIN_SPAM_03 2.234
-score BITCOIN_SPAM_04 0.599
-score BITCOIN_SPAM_05 0.502
-score BITCOIN_SPAM_08 0.474
-score BODY_SINGLE_URI 0.782
-score BODY_SINGLE_WORD 0.264
+score AD_PREFS 0.079
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.998
+score BITCOIN_EXTORT_01 1.206
+score BITCOIN_EXTORT_02 3.039
+score BITCOIN_SPAM_01 1.048
+score BITCOIN_SPAM_02 2.283
+score BITCOIN_SPAM_03 2.304
+score BITCOIN_SPAM_04 0.611
+score BITCOIN_SPAM_05 0.673
+score BITCOIN_SPAM_08 0.698
+score BODY_SINGLE_URI 0.949
+score BODY_SINGLE_WORD 0.064
score BODY_URI_ONLY 1.000
-score CK_HELO_DYNAMIC_SPLIT_IP 1.500
+score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 1.000
+score CTE_8BIT_MISMATCH 0.999
score CTYPE_NULL 2.899
-score DEAR_BENEFICIARY 2.023
-score DKIMWL_BL 2.303
+score DEAR_BENEFICIARY 1.980
+score DKIMWL_BL 2.262
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 1.099
-score END_FUTURE_EMAILS 2.188
-score FILL_THIS_FORM 0.315
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DX_TEXT_03 1.100
+score END_FUTURE_EMAILS 2.499
+score FILL_THIS_FORM 0.320
score FORGED_RELAY_MUA_TO_MX 3.699
-score FORGED_SPF_HELO 1.752
+score FORGED_SPF_HELO 1.754
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.821
+score FROM_ADDR_WS 0.819
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.001
+score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.684
+score FROM_MISSP_DYNIP 3.262
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.653
+score FROM_MISSP_FREEMAIL 2.092
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 2.253
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.911
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.222
-score FSL_BULK_SIG 0.001
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FSL_THIS_IS_ADV 0.817
-score FUZZY_BITCOIN 1.924
-score FUZZY_SECURITY 2.211
-score FUZZY_WALLET 2.221
+score FSL_NEW_HELO_USER 0.001
+score FSL_THIS_IS_ADV 0.812
+score FUZZY_BITCOIN 2.018
+score FUZZY_SECURITY 2.496
+score FUZZY_WALLET 2.007
score GB_BITCOIN_CP 2.999
-score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.001
+score GB_FREEMAIL_DISPTO 0.500
+score GB_GOOGLE_OBFUS 0.237
score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 0.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.399
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 1.000
+score HDR_ORDER_FTSDMCXX_NORDNS 0.406
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.783
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_FROM 1.000
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_LOTTO 0.989
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.001
-score HK_SCAM 1.540
-score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI 1.640
+score HK_RCVD_IP_MULTICAST 0.376
+score HK_SCAM 1.503
+score HOSTED_IMG_FREEM 2.715
+score HOSTED_IMG_MULTI 0.564
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 2.279
-score HTML_TAG_BALANCE_CENTER 2.636
-score HTML_TEXT_INVISIBLE_STYLE 2.677
+score HTML_SINGLET_MANY 2.280
+score HTML_TAG_BALANCE_CENTER 2.899
+score HTML_TEXT_INVISIBLE_STYLE 2.676
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 1.106
+score KHOP_FAKE_EBAY 0.519
score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 1.646
-score LONG_HEX_URI 1.621
-score LONG_IMG_URI 0.459
+score LIST_PRTL_SAME_USER 1.344
+score LONG_HEX_URI 1.616
+score LONG_IMG_URI 0.458
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 1.265
-score MANY_SPAN_IN_TEXT 2.753
+score MALF_HTML_B64 1.263
+score MANY_SPAN_IN_TEXT 2.840
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.488
+score MILLION_HUNDRED 0.536
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MONEY_FORM_SHORT 0.478
-score MONEY_FRAUD_5 0.775
-score MONEY_FRAUD_8 0.825
+score MONEY_FORM_SHORT 0.483
+score MONEY_FRAUD_3 0.052
+score MONEY_FRAUD_5 0.740
+score MONEY_FRAUD_8 0.983
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.230
+score MONEY_FROM_MISSP 1.999
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 2.253
+score NO_FM_NAME_IP_HOSTN 2.373
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.509
+score NSL_RCVD_HELO_USER 3.099
+score NUMBERONLY_BITCOIN_EXP 1.999
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.001 # force non-zero
-score PDS_BTC_NTLD 1.614
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
+score PDS_BTC_NTLD 1.548
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.016
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.199
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_FROM_2_EMAILS 2.200
+score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.430
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.500
-score PDS_SHORT_SPOOFED_URL 1.555
-score PDS_TINYSUBJ_URISHRT 0.791
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.508
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.986
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.198
+score PDS_OTHER_BAD_TLD 2.000
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_SPOOFED_URL 1.788
+score PDS_TINYSUBJ_URISHRT 0.800
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.979
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.517
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.657
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TO_EQ_FROM_NAME 0.660
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RATWARE_NO_RDNS 0.001
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RATWARE_NO_RDNS 1.752
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.808
-score RDNS_NUM_TLD_XM 2.999
-score RISK_FREE 1.605
-score SCRIPT_GIBBERISH 2.820
-score SERGIO_SUBJECT_VIAGRA01 1.567
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORT_IMG_SUSP_NTLD 0.001
-score SHORT_SHORTNER 1.999
+score RDNS_NUM_TLD_ATCHNX 2.279
+score RDNS_NUM_TLD_XM 0.842
+score RISK_FREE 1.587
+score SCRIPT_GIBBERISH 2.231
+score SERGIO_SUBJECT_VIAGRA01 0.279
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_IMG_SUSP_NTLD 0.117
+score SHORT_SHORTNER 2.000
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.160
-score STATIC_XPRIO_OLE 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEM_REPTO 2.161
+score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUSP_UTF8_WORD_MANY 3.000
+score SUSP_UTF8_WORD_MANY 2.999
score THIS_AD 2.199
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.001
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
-score TO_EQ_FM_DIRECT_MX 2.407
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.766
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 2.103
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 0.968
-score TO_EQ_FM_HTML_ONLY 0.474
-score TO_EQ_FM_SPF_FAIL 0.251
+score TO_EQ_FM_DOM_SPF_FAIL 0.295
+score TO_EQ_FM_HTML_ONLY 0.773
+score TO_EQ_FM_SPF_FAIL 1.201
score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.366
+score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.340
-score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_MSFT 2.021
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 1.501
-score TVD_SPACE_ENCODED 0.001
+score TVD_APPROVED 0.859
+score TVD_SPACE_ENCODED 0.001 # force non-zero
score TVD_SPACE_RATIO_MINFP 2.499
-score UNICODE_OBFU_ASC 1.038
-score UPGRADE_MAILBOX 0.922
+score UNICODE_OBFU_ASC 1.036
+score UPGRADE_MAILBOX 1.023
score URI_GOOGLE_PROXY 2.699
score URI_IMG_WP_REDIR 2.999
score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.101
-score URI_PHP_REDIR 3.499
+score URI_PHP_REDIR 3.500
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.799
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 0.965
-score XPRIO_URL_SHORTNER 0.612
+score XPRIO_SHORT_SUBJ 0.395
+score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878787&r1=1878786&r2=1878787&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jun 13 05:19:56 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 889861 75.251% (99.639% of non-spam corpus)
-# Correctly spam: 171436 14.498% (59.231% of spam corpus)
-# False positives: 3223 0.273% (0.361% of nonspam, 33284 weighted)
-# False negatives: 117998 9.979% (40.769% of spam, 237250 weighted)
-# Average score for spam: 6.5 nonspam: 0.5
-# Average for false-pos: 6.4 false-neg: 2.0
-# TOTAL: 1182518 100.00%
+# Correctly non-spam: 895655 70.329% (99.697% of non-spam corpus)
+# Correctly spam: 254235 19.963% (67.771% of spam corpus)
+# False positives: 2724 0.214% (0.303% of nonspam, 35942 weighted)
+# False negatives: 120906 9.494% (32.229% of spam, 237067 weighted)
+# Average score for spam: 6.7 nonspam: 0.5
+# Average for false-pos: 6.3 false-neg: 2.0
+# TOTAL: 1273520 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111121 99.65%
-# Correctly spam: 21493 59.41%
-# False positives: 393 0.35%
-# False negatives: 14683 40.59%
-# TCR(l=50): 1.053680 SpamRecall: 59.412% SpamPrec: 98.204%
+# Correctly non-spam: 111832 99.72%
+# Correctly spam: 31729 67.85%
+# False positives: 316 0.28%
+# False negatives: 15033 32.15%
+# TCR(l=50): 1.516622 SpamRecall: 67.852% SpamPrec: 99.014%
##### 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: 882975 98.87%
-# Correctly spam: 141658 48.94%
-# False positives: 10109 1.13%
-# False negatives: 147776 51.06%
-# TCR(l=50): 0.443084 SpamRecall: 48.943% SpamPrec: 93.339%
+# Correctly non-spam: 887770 98.82%
+# Correctly spam: 202156 53.89%
+# False positives: 10609 1.18%
+# False negatives: 172985 46.11%
+# TCR(l=50): 0.533299 SpamRecall: 53.888% SpamPrec: 95.014%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 110286 98.90%
-# Correctly spam: 17792 49.18%
-# False positives: 1228 1.10%
-# False negatives: 18384 50.82%
-# TCR(l=50): 0.453424 SpamRecall: 49.182% SpamPrec: 93.544%
+# Correctly non-spam: 110879 98.87%
+# Correctly spam: 25227 53.95%
+# False positives: 1269 1.13%
+# False negatives: 21535 46.05%
+# TCR(l=50): 0.550238 SpamRecall: 53.948% SpamPrec: 95.211%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878787&r1=1878786&r2=1878787&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jun 13 05:19:56 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 907515 66.286% (99.419% of non-spam corpus)
-# Correctly spam: 389448 28.446% (85.356% of spam corpus)
-# False positives: 5301 0.387% (0.581% of nonspam, 268676 weighted)
-# False negatives: 66817 4.880% (14.644% of spam, 145281 weighted)
+# Correctly non-spam: 900395 65.769% (98.640% of non-spam corpus)
+# Correctly spam: 389225 28.431% (85.315% of spam corpus)
+# False positives: 12414 0.907% (1.360% of nonspam, 445944 weighted)
+# False negatives: 66994 4.894% (14.685% of spam, 146246 weighted)
# Average score for spam: 12.6 nonspam: -1.8
-# Average for false-pos: 10.1 false-neg: 2.2
-# TOTAL: 1369081 100.00%
+# Average for false-pos: 7.2 false-neg: 2.2
+# TOTAL: 1369028 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112322 98.62%
-# Correctly spam: 48548 85.36%
-# False positives: 1566 1.38%
-# False negatives: 8329 14.64%
-# TCR(l=50): 0.656558 SpamRecall: 85.356% SpamPrec: 96.875%
+# Correctly non-spam: 112282 98.59%
+# Correctly spam: 48542 85.35%
+# False positives: 1605 1.41%
+# False negatives: 8332 14.65%
+# TCR(l=50): 0.642049 SpamRecall: 85.350% SpamPrec: 96.799%
##### 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: 908187 99.49%
-# Correctly spam: 252616 55.37%
-# False positives: 4629 0.51%
-# False negatives: 203649 44.63%
-# TCR(l=50): 1.048646 SpamRecall: 55.366% SpamPrec: 98.201%
+# Correctly non-spam: 908160 99.49%
+# Correctly spam: 252582 55.36%
+# False positives: 4649 0.51%
+# False negatives: 203637 44.64%
+# TCR(l=50): 1.046165 SpamRecall: 55.364% SpamPrec: 98.193%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113310 99.49%
-# Correctly spam: 31532 55.44%
-# False positives: 578 0.51%
-# False negatives: 25345 44.56%
-# TCR(l=50): 1.048521 SpamRecall: 55.439% SpamPrec: 98.200%
+# Correctly non-spam: 113278 99.47%
+# Correctly spam: 31557 55.49%
+# False positives: 609 0.53%
+# False negatives: 25317 44.51%
+# TCR(l=50): 1.019850 SpamRecall: 55.486% SpamPrec: 98.107%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878787&r1=1878786&r2=1878787&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jun 13 05:19:56 2020
@@ -4,191 +4,192 @@
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.766
-score ADVANCE_FEE_3_NEW 2.547
-score ADVANCE_FEE_3_NEW_MONEY 2.414
-score ADVANCE_FEE_5_NEW 2.444
+score ADMITS_SPAM 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 1.889
+score ADVANCE_FEE_3_NEW 2.575
+score ADVANCE_FEE_3_NEW_MONEY 2.438
+score ADVANCE_FEE_5_NEW 2.359
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score AD_PREFS 0.054
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.996
-score BITCOIN_EXTORT_01 1.052
-score BITCOIN_EXTORT_02 2.888
-score BITCOIN_SPAM_01 1.593
-score BITCOIN_SPAM_02 2.444
-score BITCOIN_SPAM_03 2.234
-score BITCOIN_SPAM_04 0.599
-score BITCOIN_SPAM_05 0.502
-score BITCOIN_SPAM_08 0.474
-score BODY_SINGLE_URI 0.782
-score BODY_SINGLE_WORD 0.264
+score AD_PREFS 0.079
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.998
+score BITCOIN_EXTORT_01 1.206
+score BITCOIN_EXTORT_02 3.039
+score BITCOIN_SPAM_01 1.048
+score BITCOIN_SPAM_02 2.283
+score BITCOIN_SPAM_03 2.304
+score BITCOIN_SPAM_04 0.611
+score BITCOIN_SPAM_05 0.673
+score BITCOIN_SPAM_08 0.698
+score BODY_SINGLE_URI 0.949
+score BODY_SINGLE_WORD 0.064
score BODY_URI_ONLY 1.000
-score CK_HELO_DYNAMIC_SPLIT_IP 1.500
+score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 1.000
+score CTE_8BIT_MISMATCH 0.999
score CTYPE_NULL 2.899
-score DEAR_BENEFICIARY 2.023
-score DKIMWL_BL 2.303
+score DEAR_BENEFICIARY 1.980
+score DKIMWL_BL 2.262
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 1.099
-score END_FUTURE_EMAILS 2.188
-score FILL_THIS_FORM 0.315
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DX_TEXT_03 1.100
+score END_FUTURE_EMAILS 2.499
+score FILL_THIS_FORM 0.320
score FORGED_RELAY_MUA_TO_MX 3.699
-score FORGED_SPF_HELO 1.752
+score FORGED_SPF_HELO 1.754
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.821
+score FROM_ADDR_WS 0.819
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.001
+score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.684
+score FROM_MISSP_DYNIP 3.262
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.653
+score FROM_MISSP_FREEMAIL 2.092
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 2.253
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.911
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.222
-score FSL_BULK_SIG 0.001
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FSL_THIS_IS_ADV 0.817
-score FUZZY_BITCOIN 1.924
-score FUZZY_SECURITY 2.211
-score FUZZY_WALLET 2.221
+score FSL_NEW_HELO_USER 0.001
+score FSL_THIS_IS_ADV 0.812
+score FUZZY_BITCOIN 2.018
+score FUZZY_SECURITY 2.496
+score FUZZY_WALLET 2.007
score GB_BITCOIN_CP 2.999
-score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.001
+score GB_FREEMAIL_DISPTO 0.500
+score GB_GOOGLE_OBFUS 0.237
score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 0.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.399
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 1.000
+score HDR_ORDER_FTSDMCXX_NORDNS 0.406
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.783
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_FROM 1.000
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_LOTTO 0.989
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.001
-score HK_SCAM 1.540
-score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI 1.640
+score HK_RCVD_IP_MULTICAST 0.376
+score HK_SCAM 1.503
+score HOSTED_IMG_FREEM 2.715
+score HOSTED_IMG_MULTI 0.564
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 2.279
-score HTML_TAG_BALANCE_CENTER 2.636
-score HTML_TEXT_INVISIBLE_STYLE 2.677
+score HTML_SINGLET_MANY 2.280
+score HTML_TAG_BALANCE_CENTER 2.899
+score HTML_TEXT_INVISIBLE_STYLE 2.676
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 1.106
+score KHOP_FAKE_EBAY 0.519
score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 1.646
-score LONG_HEX_URI 1.621
-score LONG_IMG_URI 0.459
+score LIST_PRTL_SAME_USER 1.344
+score LONG_HEX_URI 1.616
+score LONG_IMG_URI 0.458
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 1.265
-score MANY_SPAN_IN_TEXT 2.753
+score MALF_HTML_B64 1.263
+score MANY_SPAN_IN_TEXT 2.840
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.488
+score MILLION_HUNDRED 0.536
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MONEY_FORM_SHORT 0.478
-score MONEY_FRAUD_5 0.775
-score MONEY_FRAUD_8 0.825
+score MONEY_FORM_SHORT 0.483
+score MONEY_FRAUD_3 0.052
+score MONEY_FRAUD_5 0.740
+score MONEY_FRAUD_8 0.983
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.230
+score MONEY_FROM_MISSP 1.999
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 2.253
+score NO_FM_NAME_IP_HOSTN 2.373
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.509
+score NSL_RCVD_HELO_USER 3.099
+score NUMBERONLY_BITCOIN_EXP 1.999
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.001 # force non-zero
-score PDS_BTC_NTLD 1.614
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
+score PDS_BTC_NTLD 1.548
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.016
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.199
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_FROM_2_EMAILS 2.200
+score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.430
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.500
-score PDS_SHORT_SPOOFED_URL 1.555
-score PDS_TINYSUBJ_URISHRT 0.791
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.508
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.986
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.198
+score PDS_OTHER_BAD_TLD 2.000
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_SPOOFED_URL 1.788
+score PDS_TINYSUBJ_URISHRT 0.800
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.979
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.517
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.657
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TO_EQ_FROM_NAME 0.660
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RATWARE_NO_RDNS 0.001
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RATWARE_NO_RDNS 1.752
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.808
-score RDNS_NUM_TLD_XM 2.999
-score RISK_FREE 1.605
-score SCRIPT_GIBBERISH 2.820
-score SERGIO_SUBJECT_VIAGRA01 1.567
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORT_IMG_SUSP_NTLD 0.001
-score SHORT_SHORTNER 1.999
+score RDNS_NUM_TLD_ATCHNX 2.279
+score RDNS_NUM_TLD_XM 0.842
+score RISK_FREE 1.587
+score SCRIPT_GIBBERISH 2.231
+score SERGIO_SUBJECT_VIAGRA01 0.279
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_IMG_SUSP_NTLD 0.117
+score SHORT_SHORTNER 2.000
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.160
-score STATIC_XPRIO_OLE 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEM_REPTO 2.161
+score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUSP_UTF8_WORD_MANY 3.000
+score SUSP_UTF8_WORD_MANY 2.999
score THIS_AD 2.199
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.001
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
-score TO_EQ_FM_DIRECT_MX 2.407
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.766
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 2.103
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 0.968
-score TO_EQ_FM_HTML_ONLY 0.474
-score TO_EQ_FM_SPF_FAIL 0.251
+score TO_EQ_FM_DOM_SPF_FAIL 0.295
+score TO_EQ_FM_HTML_ONLY 0.773
+score TO_EQ_FM_SPF_FAIL 1.201
score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.366
+score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.340
-score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_MSFT 2.021
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 1.501
-score TVD_SPACE_ENCODED 0.001
+score TVD_APPROVED 0.859
+score TVD_SPACE_ENCODED 0.001 # force non-zero
score TVD_SPACE_RATIO_MINFP 2.499
-score UNICODE_OBFU_ASC 1.038
-score UPGRADE_MAILBOX 0.922
+score UNICODE_OBFU_ASC 1.036
+score UPGRADE_MAILBOX 1.023
score URI_GOOGLE_PROXY 2.699
score URI_IMG_WP_REDIR 2.999
score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.101
-score URI_PHP_REDIR 3.499
+score URI_PHP_REDIR 3.500
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.799
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 0.965
-score XPRIO_URL_SHORTNER 0.612
+score XPRIO_SHORT_SUBJ 0.395
+score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878787&r1=1878786&r2=1878787&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jun 13 05:19:56 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 889861 75.251% (99.639% of non-spam corpus)
-# Correctly spam: 171436 14.498% (59.231% of spam corpus)
-# False positives: 3223 0.273% (0.361% of nonspam, 33284 weighted)
-# False negatives: 117998 9.979% (40.769% of spam, 237250 weighted)
-# Average score for spam: 6.5 nonspam: 0.5
-# Average for false-pos: 6.4 false-neg: 2.0
-# TOTAL: 1182518 100.00%
+# Correctly non-spam: 895655 70.329% (99.697% of non-spam corpus)
+# Correctly spam: 254235 19.963% (67.771% of spam corpus)
+# False positives: 2724 0.214% (0.303% of nonspam, 35942 weighted)
+# False negatives: 120906 9.494% (32.229% of spam, 237067 weighted)
+# Average score for spam: 6.7 nonspam: 0.5
+# Average for false-pos: 6.3 false-neg: 2.0
+# TOTAL: 1273520 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111121 99.65%
-# Correctly spam: 21493 59.41%
-# False positives: 393 0.35%
-# False negatives: 14683 40.59%
-# TCR(l=50): 1.053680 SpamRecall: 59.412% SpamPrec: 98.204%
+# Correctly non-spam: 111832 99.72%
+# Correctly spam: 31729 67.85%
+# False positives: 316 0.28%
+# False negatives: 15033 32.15%
+# TCR(l=50): 1.516622 SpamRecall: 67.852% SpamPrec: 99.014%
##### 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: 882975 98.87%
-# Correctly spam: 141658 48.94%
-# False positives: 10109 1.13%
-# False negatives: 147776 51.06%
-# TCR(l=50): 0.443084 SpamRecall: 48.943% SpamPrec: 93.339%
+# Correctly non-spam: 887770 98.82%
+# Correctly spam: 202156 53.89%
+# False positives: 10609 1.18%
+# False negatives: 172985 46.11%
+# TCR(l=50): 0.533299 SpamRecall: 53.888% SpamPrec: 95.014%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 110286 98.90%
-# Correctly spam: 17792 49.18%
-# False positives: 1228 1.10%
-# False negatives: 18384 50.82%
-# TCR(l=50): 0.453424 SpamRecall: 49.182% SpamPrec: 93.544%
+# Correctly non-spam: 110879 98.87%
+# Correctly spam: 25227 53.95%
+# False positives: 1269 1.13%
+# False negatives: 21535 46.05%
+# TCR(l=50): 0.550238 SpamRecall: 53.948% SpamPrec: 95.211%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878787&r1=1878786&r2=1878787&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jun 13 05:19:56 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 907515 66.286% (99.419% of non-spam corpus)
-# Correctly spam: 389448 28.446% (85.356% of spam corpus)
-# False positives: 5301 0.387% (0.581% of nonspam, 268676 weighted)
-# False negatives: 66817 4.880% (14.644% of spam, 145281 weighted)
+# Correctly non-spam: 900395 65.769% (98.640% of non-spam corpus)
+# Correctly spam: 389225 28.431% (85.315% of spam corpus)
+# False positives: 12414 0.907% (1.360% of nonspam, 445944 weighted)
+# False negatives: 66994 4.894% (14.685% of spam, 146246 weighted)
# Average score for spam: 12.6 nonspam: -1.8
-# Average for false-pos: 10.1 false-neg: 2.2
-# TOTAL: 1369081 100.00%
+# Average for false-pos: 7.2 false-neg: 2.2
+# TOTAL: 1369028 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112322 98.62%
-# Correctly spam: 48548 85.36%
-# False positives: 1566 1.38%
-# False negatives: 8329 14.64%
-# TCR(l=50): 0.656558 SpamRecall: 85.356% SpamPrec: 96.875%
+# Correctly non-spam: 112282 98.59%
+# Correctly spam: 48542 85.35%
+# False positives: 1605 1.41%
+# False negatives: 8332 14.65%
+# TCR(l=50): 0.642049 SpamRecall: 85.350% SpamPrec: 96.799%
##### 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: 908187 99.49%
-# Correctly spam: 252616 55.37%
-# False positives: 4629 0.51%
-# False negatives: 203649 44.63%
-# TCR(l=50): 1.048646 SpamRecall: 55.366% SpamPrec: 98.201%
+# Correctly non-spam: 908160 99.49%
+# Correctly spam: 252582 55.36%
+# False positives: 4649 0.51%
+# False negatives: 203637 44.64%
+# TCR(l=50): 1.046165 SpamRecall: 55.364% SpamPrec: 98.193%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113310 99.49%
-# Correctly spam: 31532 55.44%
-# False positives: 578 0.51%
-# False negatives: 25345 44.56%
-# TCR(l=50): 1.048521 SpamRecall: 55.439% SpamPrec: 98.200%
+# Correctly non-spam: 113278 99.47%
+# Correctly spam: 31557 55.49%
+# False positives: 609 0.53%
+# False negatives: 25317 44.51%
+# TCR(l=50): 1.019850 SpamRecall: 55.486% SpamPrec: 98.107%