Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1879316&r1=1879315&r2=1879316&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jun 29 03:56:55 2020
@@ -3,130 +3,129 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.954
-score AC_HTML_NONSENSE_TAGS 1.999
+score AC_FROM_MANY_DOTS 2.961
+score AC_HTML_NONSENSE_TAGS 2.000
score ADMITS_SPAM 3.199
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.467
-score ADVANCE_FEE_3_NEW_MONEY 2.499
-score ADVANCE_FEE_4_NEW_MONEY 2.166
-score ADVANCE_FEE_5_NEW 2.213
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.947
-score AD_PREFS 0.088
+score ADVANCE_FEE_3_NEW 3.465
+score ADVANCE_FEE_3_NEW_MONEY 2.352
+score ADVANCE_FEE_4_NEW_MONEY 2.076
+score ADVANCE_FEE_5_NEW 2.340
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.461
+score AD_PREFS 0.189
score AXB_XMAILER_MIMEOLE_OL_024C2 3.699
-score BITCOIN_EXTORT_01 4.833
-score BITCOIN_SPAM_03 1.402
+score BITCOIN_EXTORT_01 4.598
+score BITCOIN_SPAM_03 1.849
score BITCOIN_SPAM_04 1.499
-score BODY_SINGLE_URI 2.134
+score BITCOIN_SPAM_08 0.001
+score BODY_SINGLE_URI 1.800
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.000
+score BODY_URI_ONLY 0.999
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
score CTYPE_NULL 2.599
-score DEAR_BENEFICIARY 2.504
-score DKIMWL_BL 2.023
+score DEAR_BENEFICIARY 2.599
+score DKIMWL_BL 2.022
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
score DSN_NO_MIMEVERSION 1.999
-score END_FUTURE_EMAILS 2.441
+score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.610
-score FORGED_SPF_HELO 1.008
-score FORM_FRAUD_3 1.295
-score FORM_FRAUD_5 0.066
-score FOUND_YOU 3.250
-score FREEMAIL_FORGED_FROMDOMAIN 0.159
-score FROMSPACE 0.621
+score FORGED_RELAY_MUA_TO_MX 3.663
+score FORGED_SPF_HELO 0.956
+score FORM_FRAUD_5 1.931
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FROMSPACE 0.663
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.001
+score FROM_ADDR_WS 0.914
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 0.935
-score FROM_MISSP_DYNIP 2.085
-score FROM_MISSP_EH_MATCH 0.196
-score FROM_MISSP_FREEMAIL 1.747
-score FROM_MISSP_MSFT 2.289
+score FROM_GOV_SPOOF 0.001 # force non-zero
+score FROM_MISSPACED 1.854
+score FROM_MISSP_DYNIP 2.499
+score FROM_MISSP_EH_MATCH 0.171
+score FROM_MISSP_FREEMAIL 1.906
+score FROM_MISSP_MSFT 2.972
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.217
-score FROM_MISSP_USER 1.888
-score FROM_MISSP_XPRIO 2.133
-score FROM_NTLD_REPLY_FREEMAIL 0.001
+score FROM_MISSP_TO_UNDISC 1.147
+score FROM_MISSP_USER 1.238
+score FROM_MISSP_XPRIO 2.123
+score FROM_NTLD_REPLY_FREEMAIL 0.387
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_WORDY 2.218
-score FSL_BULK_SIG 1.024
-score FSL_CTYPE_WIN1251 0.246
-score FSL_NEW_HELO_USER 0.433
-score FSL_THIS_IS_ADV 3.270
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WORDY 2.354
+score FSL_BULK_SIG 0.887
+score FSL_CTYPE_WIN1251 1.117
+score FSL_NEW_HELO_USER 0.738
+score FSL_THIS_IS_ADV 3.199
score FUZZY_BITCOIN 2.599
-score FUZZY_SECURITY 2.299
-score FUZZY_WALLET 1.272
-score GAPPY_GENITALIA 0.841
-score GB_BITCOIN_CP 2.401
-score GB_FREEMAIL_DISPTO 0.327
+score FUZZY_SECURITY 2.199
+score FUZZY_WALLET 0.075
+score GAPPY_GENITALIA 1.941
+score GB_BITCOIN_CP 1.185
+score GB_FREEMAIL_DISPTO 0.326
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUS 0.750
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.472
+score GB_GOOGLE_OBFUS 0.749
+score GOOG_REDIR_HTML_ONLY 2.000
+score GOOG_REDIR_NORDNS 2.787
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.916
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001
-score HELO_MISC_IP 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 2.815
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
+score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 1.418
-score HOSTED_IMG_MULTI 2.255
+score HOSTED_IMG_FREEM 1.999
+score HOSTED_IMG_MULTI 1.415
score HTML_FONT_TINY_NORDNS 1.499
-score HTML_SINGLET_MANY 0.216
-score HTML_TEXT_INVISIBLE_FONT 2.930
-score HTML_TEXT_INVISIBLE_STYLE 1.241
+score HTML_SINGLET_MANY 0.004
+score HTML_TEXT_INVISIBLE_FONT 2.999
+score HTML_TEXT_INVISIBLE_STYLE 1.487
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.999
+score KHOP_FAKE_EBAY 0.714
score KHOP_HELO_FCRDNS 0.400
score LIST_PRTL_SAME_USER 2.999
-score LONG_HEX_URI 1.516
+score LONG_HEX_URI 1.536
score LONG_IMG_URI 0.709
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.228
-score MALF_HTML_B64 1.114
-score MANY_SPAN_IN_TEXT 2.985
+score LOTTO_DEPT 1.432
+score MALF_HTML_B64 1.242
+score MANY_SPAN_IN_TEXT 2.857
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.599
-score MIMEOLE_DIRECT_TO_MX 1.199
-score MIXED_ES 0.026
+score MILLION_HUNDRED 0.416
+score MIMEOLE_DIRECT_TO_MX 0.240
+score MIXED_ES 0.080
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.851
-score MONEY_FRAUD_3 0.664
-score MONEY_FRAUD_5 0.415
-score MONEY_FRAUD_8 2.699
+score MONEY_FORM_SHORT 1.212
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 2.434
+score MONEY_FRAUD_8 2.700
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 2.000
+score MONEY_FROM_MISSP 1.999
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 0.360
-score NSL_RCVD_FROM_USER 2.177
-score NSL_RCVD_HELO_USER 0.019
-score OBFU_BITCOIN 0.462
-score OBFU_HTML_ATTACH 1.496
+score NORDNS_LOW_CONTRAST 2.500
+score NO_FM_NAME_IP_HOSTN 0.702
+score NSL_RCVD_FROM_USER 2.006
+score NSL_RCVD_HELO_USER 2.276
+score OBFU_BITCOIN 2.667
score OBFU_TEXT_ATTACH 1.599
-score OFFER_ONLY_AMERICA 0.262
-score PDS_BTC_ID 0.499
+score OFFER_ONLY_AMERICA 0.913
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.620
+score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 0.999
@@ -138,60 +137,60 @@ score PDS_SHORTFWD_URISHRT 1.4
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_SHORT 2.000
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 1.794
+score PDS_TO_EQ_FROM_NAME 1.796
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 0.301
+score RATWARE_NO_RDNS 0.169
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.178
+score RDNS_NUM_TLD_ATCHNX 0.861
score RDNS_NUM_TLD_XM 0.842
-score RISK_FREE 1.603
+score RISK_FREE 1.600
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORT_IMG_SUSP_NTLD 0.088
+score SHORT_IMG_SUSP_NTLD 1.026
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.033
+score SINGLETS_LOW_CONTRAST 0.245
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.988
+score SPOOFED_FREEM_REPTO 1.759
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.215
-score SUBJ_OBFU_PUNCT_MANY 1.694
-score SUBJ_UNNEEDED_HTML 0.757
-score TEQF_USR_POLITE 0.001 # force non-zero
-score THIS_AD 1.599
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_MANY 1.165
+score SUBJ_UNNEEDED_HTML 1.501
+score TEQF_USR_POLITE 0.001
+score THIS_AD 1.699
+score THIS_IS_ADV_SUSP_NTLD 1.020
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.999
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 1.170
-score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_HTML_IMG 1.291
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.500
score TO_NO_BRKTS_NORDNS_HTML 1.453
-score TO_NO_BRKTS_PCNT 2.490
+score TO_NO_BRKTS_PCNT 2.495
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.411
+score TVD_SPACE_RATIO_MINFP 2.499
score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 0.001
+score UPGRADE_MAILBOX 1.227
score URI_GOOGLE_PROXY 2.299
-score URI_IMG_WP_REDIR 3.000
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.099
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 0.960
-score URI_WPADMIN 2.300
-score URI_WP_DIRINDEX 3.201
-score URI_WP_HACKED 1.972
-score URI_WP_HACKED_2 2.499
-score XPRIO 0.121
-score XPRIO_SHORT_SUBJ 1.370
+score URI_IMG_WP_REDIR 2.999
+score URI_ONLY_MSGID_MALF 1.460
+score URI_PHISH 3.100
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.646
+score URI_WPADMIN 2.299
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.639
+score URI_WP_HACKED_2 1.597
+score XPRIO 0.289
+score XPRIO_SHORT_SUBJ 1.862
score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -217,7 +216,6 @@ score BITCOIN_SPAM_02 1.0
score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 1.000
-score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1879316&r1=1879315&r2=1879316&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jun 29 03:56:55 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 896247 75.223% (99.726% of non-spam corpus)
-# Correctly spam: 211782 17.775% (72.344% of spam corpus)
-# False positives: 2463 0.207% (0.274% of nonspam, 25111 weighted)
-# False negatives: 80963 6.795% (27.656% of spam, 137223 weighted)
-# Average score for spam: 6.4 nonspam: 0.5
-# Average for false-pos: 6.3 false-neg: 1.7
-# TOTAL: 1191455 100.00%
+# Correctly non-spam: 289226 47.711% (99.526% of non-spam corpus)
+# Correctly spam: 239990 39.589% (76.041% of spam corpus)
+# False positives: 1377 0.227% (0.474% of nonspam, 46697 weighted)
+# False negatives: 75614 12.473% (23.959% of spam, 154538 weighted)
+# Average score for spam: 6.8 nonspam: 0.6
+# Average for false-pos: 6.2 false-neg: 2.0
+# TOTAL: 606207 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111867 99.71%
-# Correctly spam: 26422 72.29%
-# False positives: 322 0.29%
-# False negatives: 10127 27.71%
-# TCR(l=50): 1.393564 SpamRecall: 72.292% SpamPrec: 98.796%
+# Correctly non-spam: 36117 99.45%
+# Correctly spam: 30355 77.12%
+# False positives: 200 0.55%
+# False negatives: 9004 22.88%
+# TCR(l=50): 2.071090 SpamRecall: 77.123% SpamPrec: 99.345%
##### 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: 889295 98.95%
-# Correctly spam: 153307 52.37%
-# False positives: 9415 1.05%
-# False negatives: 139438 47.63%
-# TCR(l=50): 0.479762 SpamRecall: 52.369% SpamPrec: 94.214%
+# Correctly non-spam: 281965 97.03%
+# Correctly spam: 185168 58.67%
+# False positives: 8638 2.97%
+# False negatives: 130436 41.33%
+# TCR(l=50): 0.561237 SpamRecall: 58.671% SpamPrec: 95.543%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111053 98.99%
-# Correctly spam: 19100 52.26%
-# False positives: 1136 1.01%
-# False negatives: 17449 47.74%
-# TCR(l=50): 0.492249 SpamRecall: 52.259% SpamPrec: 94.386%
+# Correctly non-spam: 35212 96.96%
+# Correctly spam: 23167 58.86%
+# False positives: 1105 3.04%
+# False negatives: 16192 41.14%
+# TCR(l=50): 0.550922 SpamRecall: 58.861% SpamPrec: 95.447%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879316&r1=1879315&r2=1879316&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jun 29 03:56:55 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 301490 51.385% (99.825% of non-spam corpus)
-# Correctly spam: 243034 41.422% (85.361% of spam corpus)
-# False positives: 530 0.090% (0.175% of nonspam, 30479 weighted)
-# False negatives: 41679 7.104% (14.639% of spam, 80643 weighted)
+# Correctly non-spam: 301473 51.384% (99.820% of non-spam corpus)
+# Correctly spam: 243075 41.430% (85.382% of spam corpus)
+# False positives: 543 0.093% (0.180% of nonspam, 31366 weighted)
+# False negatives: 41615 7.093% (14.618% of spam, 80819 weighted)
# Average score for spam: 16.8 nonspam: -2.6
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 586733 100.00%
+# TOTAL: 586706 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37638 99.83%
-# Correctly spam: 30512 85.68%
-# False positives: 64 0.17%
-# False negatives: 5099 14.32%
-# TCR(l=50): 4.290999 SpamRecall: 85.681% SpamPrec: 99.791%
+# Correctly non-spam: 37626 99.80%
+# Correctly spam: 30542 85.78%
+# False positives: 75 0.20%
+# False negatives: 5065 14.22%
+# TCR(l=50): 4.039365 SpamRecall: 85.775% SpamPrec: 99.755%
##### 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: 299764 99.25%
-# Correctly spam: 182488 64.10%
-# False positives: 2256 0.75%
-# False negatives: 102225 35.90%
-# TCR(l=50): 1.324093 SpamRecall: 64.095% SpamPrec: 98.779%
+# Correctly non-spam: 299801 99.27%
+# Correctly spam: 182493 64.10%
+# False positives: 2215 0.73%
+# False negatives: 102197 35.90%
+# TCR(l=50): 1.336905 SpamRecall: 64.102% SpamPrec: 98.801%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37442 99.31%
-# Correctly spam: 22989 64.56%
-# False positives: 260 0.69%
-# False negatives: 12622 35.44%
-# TCR(l=50): 1.389860 SpamRecall: 64.556% SpamPrec: 98.882%
+# Correctly non-spam: 37394 99.19%
+# Correctly spam: 22958 64.48%
+# False positives: 307 0.81%
+# False negatives: 12649 35.52%
+# TCR(l=50): 1.271724 SpamRecall: 64.476% SpamPrec: 98.680%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1879316&r1=1879315&r2=1879316&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jun 29 03:56:55 2020
@@ -3,130 +3,129 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.954
-score AC_HTML_NONSENSE_TAGS 1.999
+score AC_FROM_MANY_DOTS 2.961
+score AC_HTML_NONSENSE_TAGS 2.000
score ADMITS_SPAM 3.199
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.467
-score ADVANCE_FEE_3_NEW_MONEY 2.499
-score ADVANCE_FEE_4_NEW_MONEY 2.166
-score ADVANCE_FEE_5_NEW 2.213
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.947
-score AD_PREFS 0.088
+score ADVANCE_FEE_3_NEW 3.465
+score ADVANCE_FEE_3_NEW_MONEY 2.352
+score ADVANCE_FEE_4_NEW_MONEY 2.076
+score ADVANCE_FEE_5_NEW 2.340
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.461
+score AD_PREFS 0.189
score AXB_XMAILER_MIMEOLE_OL_024C2 3.699
-score BITCOIN_EXTORT_01 4.833
-score BITCOIN_SPAM_03 1.402
+score BITCOIN_EXTORT_01 4.598
+score BITCOIN_SPAM_03 1.849
score BITCOIN_SPAM_04 1.499
-score BODY_SINGLE_URI 2.134
+score BITCOIN_SPAM_08 0.001
+score BODY_SINGLE_URI 1.800
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.000
+score BODY_URI_ONLY 0.999
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
score CTYPE_NULL 2.599
-score DEAR_BENEFICIARY 2.504
-score DKIMWL_BL 2.023
+score DEAR_BENEFICIARY 2.599
+score DKIMWL_BL 2.022
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
score DSN_NO_MIMEVERSION 1.999
-score END_FUTURE_EMAILS 2.441
+score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.610
-score FORGED_SPF_HELO 1.008
-score FORM_FRAUD_3 1.295
-score FORM_FRAUD_5 0.066
-score FOUND_YOU 3.250
-score FREEMAIL_FORGED_FROMDOMAIN 0.159
-score FROMSPACE 0.621
+score FORGED_RELAY_MUA_TO_MX 3.663
+score FORGED_SPF_HELO 0.956
+score FORM_FRAUD_5 1.931
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FROMSPACE 0.663
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.001
+score FROM_ADDR_WS 0.914
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 0.935
-score FROM_MISSP_DYNIP 2.085
-score FROM_MISSP_EH_MATCH 0.196
-score FROM_MISSP_FREEMAIL 1.747
-score FROM_MISSP_MSFT 2.289
+score FROM_GOV_SPOOF 0.001 # force non-zero
+score FROM_MISSPACED 1.854
+score FROM_MISSP_DYNIP 2.499
+score FROM_MISSP_EH_MATCH 0.171
+score FROM_MISSP_FREEMAIL 1.906
+score FROM_MISSP_MSFT 2.972
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.217
-score FROM_MISSP_USER 1.888
-score FROM_MISSP_XPRIO 2.133
-score FROM_NTLD_REPLY_FREEMAIL 0.001
+score FROM_MISSP_TO_UNDISC 1.147
+score FROM_MISSP_USER 1.238
+score FROM_MISSP_XPRIO 2.123
+score FROM_NTLD_REPLY_FREEMAIL 0.387
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_WORDY 2.218
-score FSL_BULK_SIG 1.024
-score FSL_CTYPE_WIN1251 0.246
-score FSL_NEW_HELO_USER 0.433
-score FSL_THIS_IS_ADV 3.270
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WORDY 2.354
+score FSL_BULK_SIG 0.887
+score FSL_CTYPE_WIN1251 1.117
+score FSL_NEW_HELO_USER 0.738
+score FSL_THIS_IS_ADV 3.199
score FUZZY_BITCOIN 2.599
-score FUZZY_SECURITY 2.299
-score FUZZY_WALLET 1.272
-score GAPPY_GENITALIA 0.841
-score GB_BITCOIN_CP 2.401
-score GB_FREEMAIL_DISPTO 0.327
+score FUZZY_SECURITY 2.199
+score FUZZY_WALLET 0.075
+score GAPPY_GENITALIA 1.941
+score GB_BITCOIN_CP 1.185
+score GB_FREEMAIL_DISPTO 0.326
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUS 0.750
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.472
+score GB_GOOGLE_OBFUS 0.749
+score GOOG_REDIR_HTML_ONLY 2.000
+score GOOG_REDIR_NORDNS 2.787
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.916
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001
-score HELO_MISC_IP 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 2.815
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
+score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 1.418
-score HOSTED_IMG_MULTI 2.255
+score HOSTED_IMG_FREEM 1.999
+score HOSTED_IMG_MULTI 1.415
score HTML_FONT_TINY_NORDNS 1.499
-score HTML_SINGLET_MANY 0.216
-score HTML_TEXT_INVISIBLE_FONT 2.930
-score HTML_TEXT_INVISIBLE_STYLE 1.241
+score HTML_SINGLET_MANY 0.004
+score HTML_TEXT_INVISIBLE_FONT 2.999
+score HTML_TEXT_INVISIBLE_STYLE 1.487
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.999
+score KHOP_FAKE_EBAY 0.714
score KHOP_HELO_FCRDNS 0.400
score LIST_PRTL_SAME_USER 2.999
-score LONG_HEX_URI 1.516
+score LONG_HEX_URI 1.536
score LONG_IMG_URI 0.709
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.228
-score MALF_HTML_B64 1.114
-score MANY_SPAN_IN_TEXT 2.985
+score LOTTO_DEPT 1.432
+score MALF_HTML_B64 1.242
+score MANY_SPAN_IN_TEXT 2.857
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.599
-score MIMEOLE_DIRECT_TO_MX 1.199
-score MIXED_ES 0.026
+score MILLION_HUNDRED 0.416
+score MIMEOLE_DIRECT_TO_MX 0.240
+score MIXED_ES 0.080
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.851
-score MONEY_FRAUD_3 0.664
-score MONEY_FRAUD_5 0.415
-score MONEY_FRAUD_8 2.699
+score MONEY_FORM_SHORT 1.212
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 2.434
+score MONEY_FRAUD_8 2.700
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 2.000
+score MONEY_FROM_MISSP 1.999
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 0.360
-score NSL_RCVD_FROM_USER 2.177
-score NSL_RCVD_HELO_USER 0.019
-score OBFU_BITCOIN 0.462
-score OBFU_HTML_ATTACH 1.496
+score NORDNS_LOW_CONTRAST 2.500
+score NO_FM_NAME_IP_HOSTN 0.702
+score NSL_RCVD_FROM_USER 2.006
+score NSL_RCVD_HELO_USER 2.276
+score OBFU_BITCOIN 2.667
score OBFU_TEXT_ATTACH 1.599
-score OFFER_ONLY_AMERICA 0.262
-score PDS_BTC_ID 0.499
+score OFFER_ONLY_AMERICA 0.913
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.620
+score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 0.999
@@ -138,60 +137,60 @@ score PDS_SHORTFWD_URISHRT 1.4
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_SHORT 2.000
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 1.794
+score PDS_TO_EQ_FROM_NAME 1.796
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 0.301
+score RATWARE_NO_RDNS 0.169
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.178
+score RDNS_NUM_TLD_ATCHNX 0.861
score RDNS_NUM_TLD_XM 0.842
-score RISK_FREE 1.603
+score RISK_FREE 1.600
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORT_IMG_SUSP_NTLD 0.088
+score SHORT_IMG_SUSP_NTLD 1.026
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.033
+score SINGLETS_LOW_CONTRAST 0.245
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.988
+score SPOOFED_FREEM_REPTO 1.759
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.215
-score SUBJ_OBFU_PUNCT_MANY 1.694
-score SUBJ_UNNEEDED_HTML 0.757
-score TEQF_USR_POLITE 0.001 # force non-zero
-score THIS_AD 1.599
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_MANY 1.165
+score SUBJ_UNNEEDED_HTML 1.501
+score TEQF_USR_POLITE 0.001
+score THIS_AD 1.699
+score THIS_IS_ADV_SUSP_NTLD 1.020
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.999
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 1.170
-score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_HTML_IMG 1.291
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.500
score TO_NO_BRKTS_NORDNS_HTML 1.453
-score TO_NO_BRKTS_PCNT 2.490
+score TO_NO_BRKTS_PCNT 2.495
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.411
+score TVD_SPACE_RATIO_MINFP 2.499
score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 0.001
+score UPGRADE_MAILBOX 1.227
score URI_GOOGLE_PROXY 2.299
-score URI_IMG_WP_REDIR 3.000
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.099
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 0.960
-score URI_WPADMIN 2.300
-score URI_WP_DIRINDEX 3.201
-score URI_WP_HACKED 1.972
-score URI_WP_HACKED_2 2.499
-score XPRIO 0.121
-score XPRIO_SHORT_SUBJ 1.370
+score URI_IMG_WP_REDIR 2.999
+score URI_ONLY_MSGID_MALF 1.460
+score URI_PHISH 3.100
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.646
+score URI_WPADMIN 2.299
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.639
+score URI_WP_HACKED_2 1.597
+score XPRIO 0.289
+score XPRIO_SHORT_SUBJ 1.862
score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -217,7 +216,6 @@ score BITCOIN_SPAM_02 1.0
score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 1.000
-score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1879316&r1=1879315&r2=1879316&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jun 29 03:56:55 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 896247 75.223% (99.726% of non-spam corpus)
-# Correctly spam: 211782 17.775% (72.344% of spam corpus)
-# False positives: 2463 0.207% (0.274% of nonspam, 25111 weighted)
-# False negatives: 80963 6.795% (27.656% of spam, 137223 weighted)
-# Average score for spam: 6.4 nonspam: 0.5
-# Average for false-pos: 6.3 false-neg: 1.7
-# TOTAL: 1191455 100.00%
+# Correctly non-spam: 289226 47.711% (99.526% of non-spam corpus)
+# Correctly spam: 239990 39.589% (76.041% of spam corpus)
+# False positives: 1377 0.227% (0.474% of nonspam, 46697 weighted)
+# False negatives: 75614 12.473% (23.959% of spam, 154538 weighted)
+# Average score for spam: 6.8 nonspam: 0.6
+# Average for false-pos: 6.2 false-neg: 2.0
+# TOTAL: 606207 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111867 99.71%
-# Correctly spam: 26422 72.29%
-# False positives: 322 0.29%
-# False negatives: 10127 27.71%
-# TCR(l=50): 1.393564 SpamRecall: 72.292% SpamPrec: 98.796%
+# Correctly non-spam: 36117 99.45%
+# Correctly spam: 30355 77.12%
+# False positives: 200 0.55%
+# False negatives: 9004 22.88%
+# TCR(l=50): 2.071090 SpamRecall: 77.123% SpamPrec: 99.345%
##### 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: 889295 98.95%
-# Correctly spam: 153307 52.37%
-# False positives: 9415 1.05%
-# False negatives: 139438 47.63%
-# TCR(l=50): 0.479762 SpamRecall: 52.369% SpamPrec: 94.214%
+# Correctly non-spam: 281965 97.03%
+# Correctly spam: 185168 58.67%
+# False positives: 8638 2.97%
+# False negatives: 130436 41.33%
+# TCR(l=50): 0.561237 SpamRecall: 58.671% SpamPrec: 95.543%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111053 98.99%
-# Correctly spam: 19100 52.26%
-# False positives: 1136 1.01%
-# False negatives: 17449 47.74%
-# TCR(l=50): 0.492249 SpamRecall: 52.259% SpamPrec: 94.386%
+# Correctly non-spam: 35212 96.96%
+# Correctly spam: 23167 58.86%
+# False positives: 1105 3.04%
+# False negatives: 16192 41.14%
+# TCR(l=50): 0.550922 SpamRecall: 58.861% SpamPrec: 95.447%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879316&r1=1879315&r2=1879316&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jun 29 03:56:55 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 301490 51.385% (99.825% of non-spam corpus)
-# Correctly spam: 243034 41.422% (85.361% of spam corpus)
-# False positives: 530 0.090% (0.175% of nonspam, 30479 weighted)
-# False negatives: 41679 7.104% (14.639% of spam, 80643 weighted)
+# Correctly non-spam: 301473 51.384% (99.820% of non-spam corpus)
+# Correctly spam: 243075 41.430% (85.382% of spam corpus)
+# False positives: 543 0.093% (0.180% of nonspam, 31366 weighted)
+# False negatives: 41615 7.093% (14.618% of spam, 80819 weighted)
# Average score for spam: 16.8 nonspam: -2.6
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 586733 100.00%
+# TOTAL: 586706 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37638 99.83%
-# Correctly spam: 30512 85.68%
-# False positives: 64 0.17%
-# False negatives: 5099 14.32%
-# TCR(l=50): 4.290999 SpamRecall: 85.681% SpamPrec: 99.791%
+# Correctly non-spam: 37626 99.80%
+# Correctly spam: 30542 85.78%
+# False positives: 75 0.20%
+# False negatives: 5065 14.22%
+# TCR(l=50): 4.039365 SpamRecall: 85.775% SpamPrec: 99.755%
##### 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: 299764 99.25%
-# Correctly spam: 182488 64.10%
-# False positives: 2256 0.75%
-# False negatives: 102225 35.90%
-# TCR(l=50): 1.324093 SpamRecall: 64.095% SpamPrec: 98.779%
+# Correctly non-spam: 299801 99.27%
+# Correctly spam: 182493 64.10%
+# False positives: 2215 0.73%
+# False negatives: 102197 35.90%
+# TCR(l=50): 1.336905 SpamRecall: 64.102% SpamPrec: 98.801%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37442 99.31%
-# Correctly spam: 22989 64.56%
-# False positives: 260 0.69%
-# False negatives: 12622 35.44%
-# TCR(l=50): 1.389860 SpamRecall: 64.556% SpamPrec: 98.882%
+# Correctly non-spam: 37394 99.19%
+# Correctly spam: 22958 64.48%
+# False positives: 307 0.81%
+# False negatives: 12649 35.52%
+# TCR(l=50): 1.271724 SpamRecall: 64.476% SpamPrec: 98.680%