Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1879537&r1=1879536&r2=1879537&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jul 6 04:09:03 2020
@@ -3,24 +3,23 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.956
+score AC_FROM_MANY_DOTS 2.958
score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.457
-score ADVANCE_FEE_3_NEW_MONEY 1.776
-score ADVANCE_FEE_4_NEW 2.150
-score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW 2.662
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.002
-score AD_PREFS 0.500
-score AMAZON_IMG_NOT_RCVD_AMZN 0.846
+score ADVANCE_FEE_2_NEW_MONEY 1.441
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 2.499
+score ADVANCE_FEE_4_NEW 0.954
+score ADVANCE_FEE_4_NEW_MONEY 2.400
+score ADVANCE_FEE_5_NEW 3.064
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.018
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 0.840
score AXB_XMAILER_MIMEOLE_OL_024C2 4.199
-score BITCOIN_EXTORT_01 4.873
+score BITCOIN_EXTORT_01 4.801
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_02 2.014
-score BITCOIN_SPAM_03 1.723
-score BITCOIN_SPAM_05 2.438
-score BODY_SINGLE_URI 1.799
+score BITCOIN_SPAM_02 2.312
+score BITCOIN_SPAM_03 1.912
+score BODY_SINGLE_URI 1.795
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 1.000
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
@@ -28,159 +27,158 @@ score CK_HELO_GENERIC 0.2
score CTE_8BIT_MISMATCH 0.999
score CTYPE_NULL 2.599
score DEAR_BENEFICIARY 2.699
-score DKIMWL_BL 2.017
+score DKIMWL_BL 2.012
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.599
-score FORGED_SPF_HELO 1.001
-score FORM_FRAUD_5 0.001
+score FILL_THIS_FORM 0.001 # force non-zero
+score FORGED_RELAY_MUA_TO_MX 3.414
+score FORGED_SPF_HELO 1.186
+score FORM_FRAUD_5 0.890
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROMSPACE 1.981
-score FROM_2_EMAILS_SHORT 1.999
+score FROMSPACE 1.980
+score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_MISSPACED 1.426
-score FROM_MISSP_DYNIP 1.779
+score FROM_MISSPACED 1.599
+score FROM_MISSP_DYNIP 1.567
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 1.904
-score FROM_MISSP_MSFT 3.096
+score FROM_MISSP_MSFT 0.467
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.011
-score FROM_MISSP_USER 0.336
-score FROM_MISSP_XPRIO 2.075
-score FROM_PAYPAL_SPOOF 0.523
+score FROM_MISSP_TO_UNDISC 1.477
+score FROM_MISSP_USER 1.049
+score FROM_MISSP_XPRIO 2.499
+score FROM_PAYPAL_SPOOF 0.995
score FROM_SUSPICIOUS_NTLD 0.499
-score FSL_BULK_SIG 0.917
-score FSL_CTYPE_WIN1251 3.869
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 3.299
+score FSL_BULK_SIG 0.841
+score FSL_CTYPE_WIN1251 2.971
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 3.199
score FUZZY_BITCOIN 2.399
-score FUZZY_SECURITY 0.473
-score FUZZY_WALLET 2.500
-score GB_BITCOIN_CP 1.885
-score GB_FREEMAIL_DISPTO 0.500
+score FUZZY_SECURITY 0.001
+score FUZZY_WALLET 2.499
+score GB_BITCOIN_CP 2.894
+score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUS 0.750
+score GB_GOOGLE_OBFUS 0.749
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.023
-score HDRS_LCASE 0.099
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.248
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 2.340
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 0.001
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 0.318
-score HOSTED_IMG_MULTI 2.999
-score HTML_FONT_TINY_NORDNS 1.500
-score HTML_SINGLET_MANY 1.354
+score HOSTED_IMG_FREEM 0.615
+score HOSTED_IMG_MULTI 2.914
+score HTML_FONT_TINY_NORDNS 1.499
+score HTML_SINGLET_MANY 0.001
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 0.214
+score HTML_TEXT_INVISIBLE_STYLE 1.221
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.999
-score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 1.940
-score LONG_HEX_URI 1.416
-score LONG_IMG_URI 0.710
+score KHOP_FAKE_EBAY 0.001
+score KHOP_HELO_FCRDNS 0.400
+score LIST_PRTL_SAME_USER 2.622
+score LONG_HEX_URI 0.830
+score LONG_IMG_URI 0.940
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.259
-score MALF_HTML_B64 1.221
-score MANY_SPAN_IN_TEXT 2.536
+score MALFORMED_FREEMAIL 0.959
+score MALF_HTML_B64 1.297
+score MANY_SPAN_IN_TEXT 2.134
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.409
-score MIMEOLE_DIRECT_TO_MX 0.330
+score MIMEOLE_DIRECT_TO_MX 0.091
score MIXED_ES 0.001
-score MONEY_FORM_SHORT 1.134
-score MONEY_FRAUD_3 0.003
-score MONEY_FRAUD_5 0.751
-score MONEY_FRAUD_8 2.699
+score MONEY_FORM_SHORT 1.202
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 0.316
+score MONEY_FRAUD_8 2.700
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.031
+score MSM_PRIO_REPTO 2.161
score NORDNS_LOW_CONTRAST 2.499
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 3.099
-score NSL_RCVD_HELO_USER 1.461
-score OBFU_BITCOIN 1.524
-score OBFU_TEXT_ATTACH 1.599
+score NSL_RCVD_FROM_USER 0.449
+score NSL_RCVD_HELO_USER 1.427
+score OBFU_BITCOIN 2.390
+score OBFU_TEXT_ATTACH 1.600
score PDS_BTC_MSGID 0.999
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001
+score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 0.899
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 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_TINYSUBJ_URISHRT 0.226
+score PDS_TINYSUBJ_URISHRT 0.520
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.540
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.839
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PHP_ORIG_SCRIPT 2.499
+score PHP_ORIG_SCRIPT 2.490
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.625
+score RATWARE_NO_RDNS 2.570
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.555
-score RDNS_NUM_TLD_XM 0.001
-score RISK_FREE 0.338
+score RDNS_NUM_TLD_ATCHNX 1.516
+score RDNS_NUM_TLD_XM 0.001 # force non-zero
+score RISK_FREE 0.641
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORT_SHORTNER 1.999
+score SHORT_SHORTNER 0.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.806
+score SPOOFED_FREEMAIL 1.770
score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 0.981
+score SPOOFED_FREEM_REPTO 1.256
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.406
-score SUBJ_OBFU_PUNCT_MANY 1.744
-score SUBJ_UNNEEDED_HTML 2.155
-score THIS_AD 1.699
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
+score STOCK_LOW_CONTRAST 2.500
+score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_MANY 1.380
+score SUBJ_UNNEEDED_HTML 1.502
+score THIS_AD 1.328
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.497
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.899
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.782
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.242
+score TO_EQ_FM_DOM_HTML_ONLY 0.999
+score TO_EQ_FM_DOM_SPF_FAIL 1.580
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.239
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.164
+score TO_NO_BRKTS_HTML_IMG 1.060
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.452
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_PH_BODY_ACCOUNTS_POST 0.431
-score TVD_PH_BODY_META_ALL 0.750
+score TO_NO_BRKTS_NORDNS_HTML 1.451
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_PH_BODY_ACCOUNTS_POST 0.361
+score TVD_PH_BODY_META_ALL 0.873
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.705
-score UPGRADE_MAILBOX 0.001
-score URI_DQ_UNSUB 2.499
-score URI_GOOGLE_PROXY 2.399
+score TVD_SPACE_RATIO_MINFP 1.780
+score UPGRADE_MAILBOX 1.500
+score URI_DQ_UNSUB 2.399
+score URI_GOOGLE_PROXY 2.299
score URI_IMG_WP_REDIR 3.000
-score URI_ONLY_MSGID_MALF 1.819
+score URI_ONLY_MSGID_MALF 1.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 0.001
-score URI_WPADMIN 1.500
-score URI_WP_DIRINDEX 3.245
+score URI_WP_DIRINDEX 3.396
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.789
-score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 2.499
+score URI_WP_HACKED_2 1.828
+score XPRIO 0.019
+score XPRIO_SHORT_SUBJ 2.500
score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -202,6 +200,7 @@ score BITCOIN_EXTORT_02 1.0
score BITCOIN_MALWARE 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
+score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 1.000
score BITCOIN_SPAM_08 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1879537&r1=1879536&r2=1879537&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jul 6 04:09:03 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 905572 65.758% (99.751% of non-spam corpus)
-# Correctly spam: 391554 28.432% (83.433% of spam corpus)
-# False positives: 2262 0.164% (0.249% of nonspam, 36354 weighted)
-# False negatives: 77750 5.646% (16.567% of spam, 156705 weighted)
-# Average score for spam: 8.7 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 2.0
-# TOTAL: 1377138 100.00%
+# Correctly non-spam: 290362 35.881% (99.567% of non-spam corpus)
+# Correctly spam: 436386 53.926% (84.308% of spam corpus)
+# False positives: 1263 0.156% (0.433% of nonspam, 66424 weighted)
+# False negatives: 81225 10.037% (15.692% of spam, 182016 weighted)
+# Average score for spam: 8.9 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.2
+# TOTAL: 809236 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113030 99.76%
-# Correctly spam: 48944 83.57%
-# False positives: 271 0.24%
-# False negatives: 9619 16.43%
-# TCR(l=50): 2.527645 SpamRecall: 83.575% SpamPrec: 99.449%
+# Correctly non-spam: 36248 99.52%
+# Correctly spam: 55265 85.52%
+# False positives: 173 0.48%
+# False negatives: 9357 14.48%
+# TCR(l=50): 3.588715 SpamRecall: 85.520% SpamPrec: 99.688%
##### 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: 898868 99.01%
-# Correctly spam: 332566 70.86%
-# False positives: 8966 0.99%
-# False negatives: 136738 29.14%
-# TCR(l=50): 0.802177 SpamRecall: 70.864% SpamPrec: 97.375%
+# Correctly non-spam: 282957 97.03%
+# Correctly spam: 377849 73.00%
+# False positives: 8668 2.97%
+# False negatives: 139762 27.00%
+# TCR(l=50): 0.903080 SpamRecall: 72.999% SpamPrec: 97.757%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112197 99.03%
-# Correctly spam: 41530 70.92%
-# False positives: 1104 0.97%
-# False negatives: 17033 29.08%
-# TCR(l=50): 0.810751 SpamRecall: 70.915% SpamPrec: 97.411%
+# Correctly non-spam: 35343 97.04%
+# Correctly spam: 47287 73.17%
+# False positives: 1078 2.96%
+# False negatives: 17335 26.83%
+# TCR(l=50): 0.907166 SpamRecall: 73.175% SpamPrec: 97.771%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879537&r1=1879536&r2=1879537&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jul 6 04:09:03 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 303491 38.096% (99.835% of non-spam corpus)
-# Correctly spam: 452877 56.847% (91.925% of spam corpus)
-# False positives: 502 0.063% (0.165% of nonspam, 49716 weighted)
-# False negatives: 39783 4.994% (8.075% of spam, 74982 weighted)
-# Average score for spam: 18.4 nonspam: -2.6
+# Correctly non-spam: 303483 38.098% (99.838% of non-spam corpus)
+# Correctly spam: 452810 56.844% (91.920% of spam corpus)
+# False positives: 491 0.062% (0.162% of nonspam, 48688 weighted)
+# False negatives: 39801 4.996% (8.080% of spam, 75197 weighted)
+# Average score for spam: 18.4 nonspam: -2.7
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 796653 100.00%
+# TOTAL: 796585 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37897 99.87%
-# Correctly spam: 56386 91.67%
-# False positives: 49 0.13%
-# False negatives: 5127 8.33%
-# TCR(l=50): 8.118385 SpamRecall: 91.665% SpamPrec: 99.913%
+# Correctly non-spam: 37884 99.84%
+# Correctly spam: 56431 91.75%
+# False positives: 62 0.16%
+# False negatives: 5076 8.25%
+# TCR(l=50): 7.522872 SpamRecall: 91.747% SpamPrec: 99.890%
##### 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: 301792 99.28%
-# Correctly spam: 390919 79.35%
-# False positives: 2201 0.72%
-# False negatives: 101741 20.65%
-# TCR(l=50): 2.326161 SpamRecall: 79.349% SpamPrec: 99.440%
+# Correctly non-spam: 301761 99.27%
+# Correctly spam: 390918 79.36%
+# False positives: 2213 0.73%
+# False negatives: 101693 20.64%
+# TCR(l=50): 2.319883 SpamRecall: 79.356% SpamPrec: 99.437%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37632 99.17%
-# Correctly spam: 48783 79.31%
-# False positives: 314 0.83%
-# False negatives: 12730 20.69%
-# TCR(l=50): 2.163665 SpamRecall: 79.305% SpamPrec: 99.360%
+# Correctly non-spam: 37623 99.15%
+# Correctly spam: 48792 79.33%
+# False positives: 323 0.85%
+# False negatives: 12715 20.67%
+# TCR(l=50): 2.130851 SpamRecall: 79.328% SpamPrec: 99.342%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1879537&r1=1879536&r2=1879537&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jul 6 04:09:03 2020
@@ -3,24 +3,23 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.956
+score AC_FROM_MANY_DOTS 2.958
score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.457
-score ADVANCE_FEE_3_NEW_MONEY 1.776
-score ADVANCE_FEE_4_NEW 2.150
-score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW 2.662
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.002
-score AD_PREFS 0.500
-score AMAZON_IMG_NOT_RCVD_AMZN 0.846
+score ADVANCE_FEE_2_NEW_MONEY 1.441
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 2.499
+score ADVANCE_FEE_4_NEW 0.954
+score ADVANCE_FEE_4_NEW_MONEY 2.400
+score ADVANCE_FEE_5_NEW 3.064
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.018
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 0.840
score AXB_XMAILER_MIMEOLE_OL_024C2 4.199
-score BITCOIN_EXTORT_01 4.873
+score BITCOIN_EXTORT_01 4.801
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_02 2.014
-score BITCOIN_SPAM_03 1.723
-score BITCOIN_SPAM_05 2.438
-score BODY_SINGLE_URI 1.799
+score BITCOIN_SPAM_02 2.312
+score BITCOIN_SPAM_03 1.912
+score BODY_SINGLE_URI 1.795
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 1.000
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
@@ -28,159 +27,158 @@ score CK_HELO_GENERIC 0.2
score CTE_8BIT_MISMATCH 0.999
score CTYPE_NULL 2.599
score DEAR_BENEFICIARY 2.699
-score DKIMWL_BL 2.017
+score DKIMWL_BL 2.012
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.599
-score FORGED_SPF_HELO 1.001
-score FORM_FRAUD_5 0.001
+score FILL_THIS_FORM 0.001 # force non-zero
+score FORGED_RELAY_MUA_TO_MX 3.414
+score FORGED_SPF_HELO 1.186
+score FORM_FRAUD_5 0.890
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROMSPACE 1.981
-score FROM_2_EMAILS_SHORT 1.999
+score FROMSPACE 1.980
+score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_MISSPACED 1.426
-score FROM_MISSP_DYNIP 1.779
+score FROM_MISSPACED 1.599
+score FROM_MISSP_DYNIP 1.567
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 1.904
-score FROM_MISSP_MSFT 3.096
+score FROM_MISSP_MSFT 0.467
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.011
-score FROM_MISSP_USER 0.336
-score FROM_MISSP_XPRIO 2.075
-score FROM_PAYPAL_SPOOF 0.523
+score FROM_MISSP_TO_UNDISC 1.477
+score FROM_MISSP_USER 1.049
+score FROM_MISSP_XPRIO 2.499
+score FROM_PAYPAL_SPOOF 0.995
score FROM_SUSPICIOUS_NTLD 0.499
-score FSL_BULK_SIG 0.917
-score FSL_CTYPE_WIN1251 3.869
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 3.299
+score FSL_BULK_SIG 0.841
+score FSL_CTYPE_WIN1251 2.971
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 3.199
score FUZZY_BITCOIN 2.399
-score FUZZY_SECURITY 0.473
-score FUZZY_WALLET 2.500
-score GB_BITCOIN_CP 1.885
-score GB_FREEMAIL_DISPTO 0.500
+score FUZZY_SECURITY 0.001
+score FUZZY_WALLET 2.499
+score GB_BITCOIN_CP 2.894
+score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUS 0.750
+score GB_GOOGLE_OBFUS 0.749
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.023
-score HDRS_LCASE 0.099
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.248
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 2.340
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 0.001
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 0.318
-score HOSTED_IMG_MULTI 2.999
-score HTML_FONT_TINY_NORDNS 1.500
-score HTML_SINGLET_MANY 1.354
+score HOSTED_IMG_FREEM 0.615
+score HOSTED_IMG_MULTI 2.914
+score HTML_FONT_TINY_NORDNS 1.499
+score HTML_SINGLET_MANY 0.001
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 0.214
+score HTML_TEXT_INVISIBLE_STYLE 1.221
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.999
-score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 1.940
-score LONG_HEX_URI 1.416
-score LONG_IMG_URI 0.710
+score KHOP_FAKE_EBAY 0.001
+score KHOP_HELO_FCRDNS 0.400
+score LIST_PRTL_SAME_USER 2.622
+score LONG_HEX_URI 0.830
+score LONG_IMG_URI 0.940
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.259
-score MALF_HTML_B64 1.221
-score MANY_SPAN_IN_TEXT 2.536
+score MALFORMED_FREEMAIL 0.959
+score MALF_HTML_B64 1.297
+score MANY_SPAN_IN_TEXT 2.134
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.409
-score MIMEOLE_DIRECT_TO_MX 0.330
+score MIMEOLE_DIRECT_TO_MX 0.091
score MIXED_ES 0.001
-score MONEY_FORM_SHORT 1.134
-score MONEY_FRAUD_3 0.003
-score MONEY_FRAUD_5 0.751
-score MONEY_FRAUD_8 2.699
+score MONEY_FORM_SHORT 1.202
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 0.316
+score MONEY_FRAUD_8 2.700
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.031
+score MSM_PRIO_REPTO 2.161
score NORDNS_LOW_CONTRAST 2.499
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 3.099
-score NSL_RCVD_HELO_USER 1.461
-score OBFU_BITCOIN 1.524
-score OBFU_TEXT_ATTACH 1.599
+score NSL_RCVD_FROM_USER 0.449
+score NSL_RCVD_HELO_USER 1.427
+score OBFU_BITCOIN 2.390
+score OBFU_TEXT_ATTACH 1.600
score PDS_BTC_MSGID 0.999
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001
+score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 0.899
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 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_TINYSUBJ_URISHRT 0.226
+score PDS_TINYSUBJ_URISHRT 0.520
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.540
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.839
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PHP_ORIG_SCRIPT 2.499
+score PHP_ORIG_SCRIPT 2.490
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.625
+score RATWARE_NO_RDNS 2.570
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.555
-score RDNS_NUM_TLD_XM 0.001
-score RISK_FREE 0.338
+score RDNS_NUM_TLD_ATCHNX 1.516
+score RDNS_NUM_TLD_XM 0.001 # force non-zero
+score RISK_FREE 0.641
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORT_SHORTNER 1.999
+score SHORT_SHORTNER 0.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.806
+score SPOOFED_FREEMAIL 1.770
score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 0.981
+score SPOOFED_FREEM_REPTO 1.256
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.406
-score SUBJ_OBFU_PUNCT_MANY 1.744
-score SUBJ_UNNEEDED_HTML 2.155
-score THIS_AD 1.699
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
+score STOCK_LOW_CONTRAST 2.500
+score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_MANY 1.380
+score SUBJ_UNNEEDED_HTML 1.502
+score THIS_AD 1.328
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.497
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.899
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.782
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.242
+score TO_EQ_FM_DOM_HTML_ONLY 0.999
+score TO_EQ_FM_DOM_SPF_FAIL 1.580
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.239
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.164
+score TO_NO_BRKTS_HTML_IMG 1.060
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.452
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_PH_BODY_ACCOUNTS_POST 0.431
-score TVD_PH_BODY_META_ALL 0.750
+score TO_NO_BRKTS_NORDNS_HTML 1.451
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_PH_BODY_ACCOUNTS_POST 0.361
+score TVD_PH_BODY_META_ALL 0.873
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.705
-score UPGRADE_MAILBOX 0.001
-score URI_DQ_UNSUB 2.499
-score URI_GOOGLE_PROXY 2.399
+score TVD_SPACE_RATIO_MINFP 1.780
+score UPGRADE_MAILBOX 1.500
+score URI_DQ_UNSUB 2.399
+score URI_GOOGLE_PROXY 2.299
score URI_IMG_WP_REDIR 3.000
-score URI_ONLY_MSGID_MALF 1.819
+score URI_ONLY_MSGID_MALF 1.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 0.001
-score URI_WPADMIN 1.500
-score URI_WP_DIRINDEX 3.245
+score URI_WP_DIRINDEX 3.396
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.789
-score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 2.499
+score URI_WP_HACKED_2 1.828
+score XPRIO 0.019
+score XPRIO_SHORT_SUBJ 2.500
score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -202,6 +200,7 @@ score BITCOIN_EXTORT_02 1.0
score BITCOIN_MALWARE 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
+score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 1.000
score BITCOIN_SPAM_08 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1879537&r1=1879536&r2=1879537&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jul 6 04:09:03 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 905572 65.758% (99.751% of non-spam corpus)
-# Correctly spam: 391554 28.432% (83.433% of spam corpus)
-# False positives: 2262 0.164% (0.249% of nonspam, 36354 weighted)
-# False negatives: 77750 5.646% (16.567% of spam, 156705 weighted)
-# Average score for spam: 8.7 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 2.0
-# TOTAL: 1377138 100.00%
+# Correctly non-spam: 290362 35.881% (99.567% of non-spam corpus)
+# Correctly spam: 436386 53.926% (84.308% of spam corpus)
+# False positives: 1263 0.156% (0.433% of nonspam, 66424 weighted)
+# False negatives: 81225 10.037% (15.692% of spam, 182016 weighted)
+# Average score for spam: 8.9 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.2
+# TOTAL: 809236 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113030 99.76%
-# Correctly spam: 48944 83.57%
-# False positives: 271 0.24%
-# False negatives: 9619 16.43%
-# TCR(l=50): 2.527645 SpamRecall: 83.575% SpamPrec: 99.449%
+# Correctly non-spam: 36248 99.52%
+# Correctly spam: 55265 85.52%
+# False positives: 173 0.48%
+# False negatives: 9357 14.48%
+# TCR(l=50): 3.588715 SpamRecall: 85.520% SpamPrec: 99.688%
##### 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: 898868 99.01%
-# Correctly spam: 332566 70.86%
-# False positives: 8966 0.99%
-# False negatives: 136738 29.14%
-# TCR(l=50): 0.802177 SpamRecall: 70.864% SpamPrec: 97.375%
+# Correctly non-spam: 282957 97.03%
+# Correctly spam: 377849 73.00%
+# False positives: 8668 2.97%
+# False negatives: 139762 27.00%
+# TCR(l=50): 0.903080 SpamRecall: 72.999% SpamPrec: 97.757%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112197 99.03%
-# Correctly spam: 41530 70.92%
-# False positives: 1104 0.97%
-# False negatives: 17033 29.08%
-# TCR(l=50): 0.810751 SpamRecall: 70.915% SpamPrec: 97.411%
+# Correctly non-spam: 35343 97.04%
+# Correctly spam: 47287 73.17%
+# False positives: 1078 2.96%
+# False negatives: 17335 26.83%
+# TCR(l=50): 0.907166 SpamRecall: 73.175% SpamPrec: 97.771%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879537&r1=1879536&r2=1879537&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jul 6 04:09:03 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 303491 38.096% (99.835% of non-spam corpus)
-# Correctly spam: 452877 56.847% (91.925% of spam corpus)
-# False positives: 502 0.063% (0.165% of nonspam, 49716 weighted)
-# False negatives: 39783 4.994% (8.075% of spam, 74982 weighted)
-# Average score for spam: 18.4 nonspam: -2.6
+# Correctly non-spam: 303483 38.098% (99.838% of non-spam corpus)
+# Correctly spam: 452810 56.844% (91.920% of spam corpus)
+# False positives: 491 0.062% (0.162% of nonspam, 48688 weighted)
+# False negatives: 39801 4.996% (8.080% of spam, 75197 weighted)
+# Average score for spam: 18.4 nonspam: -2.7
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 796653 100.00%
+# TOTAL: 796585 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37897 99.87%
-# Correctly spam: 56386 91.67%
-# False positives: 49 0.13%
-# False negatives: 5127 8.33%
-# TCR(l=50): 8.118385 SpamRecall: 91.665% SpamPrec: 99.913%
+# Correctly non-spam: 37884 99.84%
+# Correctly spam: 56431 91.75%
+# False positives: 62 0.16%
+# False negatives: 5076 8.25%
+# TCR(l=50): 7.522872 SpamRecall: 91.747% SpamPrec: 99.890%
##### 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: 301792 99.28%
-# Correctly spam: 390919 79.35%
-# False positives: 2201 0.72%
-# False negatives: 101741 20.65%
-# TCR(l=50): 2.326161 SpamRecall: 79.349% SpamPrec: 99.440%
+# Correctly non-spam: 301761 99.27%
+# Correctly spam: 390918 79.36%
+# False positives: 2213 0.73%
+# False negatives: 101693 20.64%
+# TCR(l=50): 2.319883 SpamRecall: 79.356% SpamPrec: 99.437%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37632 99.17%
-# Correctly spam: 48783 79.31%
-# False positives: 314 0.83%
-# False negatives: 12730 20.69%
-# TCR(l=50): 2.163665 SpamRecall: 79.305% SpamPrec: 99.360%
+# Correctly non-spam: 37623 99.15%
+# Correctly spam: 48792 79.33%
+# False positives: 323 0.85%
+# False negatives: 12715 20.67%
+# TCR(l=50): 2.130851 SpamRecall: 79.328% SpamPrec: 99.342%