Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1895308&r1=1895307&r2=1895308&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Nov 25 02:49:34 2021
@@ -4,62 +4,62 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.567
+score AC_FROM_MANY_DOTS 0.566
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 1.511
+score ADMITS_SPAM 1.510
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 1.695
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.198
+score ADVANCE_FEE_3_NEW 1.692
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.721
-score ADVANCE_FEE_4_NEW_MONEY 0.643
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.580
+score ADVANCE_FEE_4_NEW_MONEY 0.758
score ADVANCE_FEE_5_NEW 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.555
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.718
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
-score BIGNUM_EMAILS_MANY 0.010
+score BIGNUM_EMAILS_MANY 0.009
score BITCOIN_IMGUR 3.496
-score BITCOIN_MALF_HTML 2.473
+score BITCOIN_MALF_HTML 2.474
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.250
-score BITCOIN_SPAM_03 0.924
-score BITCOIN_SPAM_05 2.148
+score BITCOIN_SPAM_02 1.076
+score BITCOIN_SPAM_03 0.932
+score BITCOIN_SPAM_05 1.863
score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_09 1.498
+score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.804
+score BITCOIN_YOUR_INFO 2.996
score BODY_SINGLE_URI 2.497
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.514
+score BODY_URI_ONLY 1.517
score BOGUS_MIME_VERSION 3.496
score CK_HELO_GENERIC 0.001
score CONTENT_AFTER_HTML 0.001
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.394
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 1.413
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.700
+score DKIMWL_WL_HIGH -0.706
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 0.001
-score FACEBOOK_IMG_NOT_RCVD_FB 1.310
+score FACEBOOK_IMG_NOT_RCVD_FB 1.309
score FILL_THIS_FORM 1.597
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 0.806
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.041
-score FONT_INVIS_POSTEXTRAS 2.084
+score FONT_INVIS_HTML_NOHTML 0.011
+score FONT_INVIS_LONG_LINE 2.987
+score FONT_INVIS_MSGID 1.683
+score FONT_INVIS_POSTEXTRAS 0.001
score FORGED_SPF_HELO 1.498
score FORM_FRAUD 0.001
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 2.999
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
@@ -70,146 +70,147 @@ score FROM_IN_TO_AND_SUBJ 2.1
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 2.996
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.898
-score FROM_NEWDOM_BTC 0.392
+score FROM_MULTI_NORDNS 1.894
+score FROM_NEWDOM_BTC 1.878
score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.001
+score FROM_SUSPICIOUS_NTLD 0.001 # force non-zero
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_WSP_TRAIL 1.370
+score FROM_WSP_TRAIL 2.063
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_BITCOIN 2.306
-score FUZZY_WALLET 2.098
+score FUZZY_BITCOIN 2.001
+score FUZZY_WALLET 2.097
score GAPPY_LOW_CONTRAST 2.497
-score GB_FAKE_RF_SHORT 0.120
-score GB_FREEMAIL_DISPTO 0.499
-score GOOG_REDIR_NORDNS 1.447
-score GOOG_STO_EMAIL_PHISH 2.613
-score GOOG_STO_IMG_HTML 2.996
+score GB_FAKE_RF_SHORT 0.040
+score GB_FREEMAIL_DISPTO 0.498
+score GOOG_REDIR_NORDNS 1.451
+score GOOG_STO_EMAIL_PHISH 2.557
+score GOOG_STO_IMG_HTML 2.981
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.798
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.809
+score HAS_X_OUTGOING_SPAM_STAT 0.799
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 0.806
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.006
score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.330
+score HK_NAME_MR_MRS 0.237
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.001
-score HK_SCAM 1.041
+score HK_SCAM 0.914
score HK_SPAMMY_FILENAME 2.197
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 0.133
+score HK_WIN 0.998
+score HOSTED_IMG_DIRECT_MX 0.108
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 0.966
+score HTML_ENTITY_ASCII 0.355
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 0.001
-score HTML_TAG_BALANCE_CENTER 2.933
-score HTML_TEXT_INVISIBLE_FONT 0.502
-score HTML_TEXT_INVISIBLE_STYLE 1.689
+score HTML_TAG_BALANCE_CENTER 2.935
+score HTML_TEXT_INVISIBLE_FONT 0.866
+score HTML_TEXT_INVISIBLE_STYLE 1.681
score JH_SPAMMY_HEADERS 3.496
-score JH_SPAMMY_PATTERN01 2.999
-score KHOP_HELO_FCRDNS 0.023
+score JH_SPAMMY_PATTERN01 2.733
+score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 0.931
+score LONG_HEX_URI 0.930
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.744
+score LONG_INVISIBLE_TEXT 0.749
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.996
-score MALWARE_NORDNS 0.421
+score LOTTO_DEPT 1.999
+score MALWARE_NORDNS 0.225
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.599
+score MILLION_HUNDRED 0.644
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.074
-score MIXED_CENTER_CASE 2.181
-score MIXED_ES 2.894
-score MIXED_FONT_CASE 1.841
-score MIXED_HREF_CASE 0.947
-score MIXED_IMG_CASE 1.698
-score MONEY_FORM_SHORT 1.332
-score MONEY_FRAUD_3 0.759
-score MONEY_FRAUD_5 3.045
+score MIXED_AREA_CASE 0.745
+score MIXED_CENTER_CASE 2.486
+score MIXED_ES 2.885
+score MIXED_FONT_CASE 1.943
+score MIXED_HREF_CASE 0.313
+score MIXED_IMG_CASE 0.751
+score MONEY_FORM_SHORT 1.327
+score MONEY_FRAUD_3 0.897
+score MONEY_FRAUD_5 2.011
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.038
-score MONEY_FROM_41 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 0.001
+score MONEY_FROM_41 0.001
score MONEY_FROM_MISSP 0.001
score MSGID_NOFQDN1 0.001
score MSMAIL_PRI_ABNORMAL 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -4.100
+score NICE_REPLY_A -0.991
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.152
-score OBFU_BITCOIN 1.149
-score OBFU_TEXT_ATTACH 0.111
-score ODD_FREEM_REPTO 2.246
+score NSL_RCVD_HELO_USER 2.120
+score OBFU_BITCOIN 0.294
+score OBFU_TEXT_ATTACH 1.082
+score ODD_FREEM_REPTO 2.243
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.051
+score PDS_BTC_NTLD 1.859
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.185
+score PDS_FRNOM_TODOM_DBL_URL 1.222
score PDS_FRNOM_TODOM_NAKED_TO 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 0.001
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.749
+score PDS_RDNS_DYNAMIC_FP 0.010
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.748
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
score PDS_TO_EQ_FROM_NAME 2.796
-score PHP_ORIG_SCRIPT 2.244
-score PHP_ORIG_SCRIPT_EVAL 2.997
+score PHP_ORIG_SCRIPT 2.247
+score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.115
+score RDNS_NUM_TLD_XM 0.851
score REPLYTO_EMPTY 2.896
score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_GM 2.996
-score RISK_FREE 2.198
+score RISK_FREE 2.197
score SCRIPT_GIBBERISH 0.001
-score SENDGRID_REDIR 0.887
+score SENDGRID_REDIR 0.896
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.397
-score SHORTENER_SHORT_IMG 1.607
+score SHORTENER_SHORT_IMG 0.176
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.299
+score SPOOFED_FREEMAIL 1.322
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
+score SPOOFED_FREEM_REPTO 2.498
score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.001
-score SUBJ_OBFU_LOW_CNTRST 1.525
+score STATIC_XPRIO_OLE 0.001 # force non-zero
+score SUBJ_OBFU_LOW_CNTRST 1.799
score SUSP_UTF8_WORD_SUBJ 1.997
score THIS_AD 0.998
-score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.098
score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_DYNIP 0.251
-score TO_NO_BRKTS_FROM_MSSP 1.701
+score TO_NO_BRKTS_DYNIP 0.234
+score TO_NO_BRKTS_FROM_MSSP 1.702
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.201
-score TO_NO_BRKTS_PCNT 2.128
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_PCNT 0.001
score TRANSFORM_LIFE 2.497
score TVD_RCVD_SPACE_BRACKET 2.696
score UNDISC_FREEM 3.096
@@ -221,16 +222,16 @@ score URI_GOOGLE_PROXY 2.3
score URI_GOOG_STO_SPAMMY 2.996
score URI_IN_URI_10 2.497
score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.623
-score URI_PHP_REDIR 3.147
-score URI_TRY_3LD 1.201
+score URI_PHISH 3.625
+score URI_PHP_REDIR 3.183
+score URI_TRY_3LD 1.203
score URI_WPADMIN 2.596
score URI_WP_DIRINDEX 3.496
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.093
+score XM_DIGITS_ONLY 1.389
score XM_LIGHT_HEAVY 2.497
score XM_RANDOM 2.497
score XM_RECPTID 2.996
@@ -324,7 +325,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1895308&r1=1895307&r2=1895308&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Nov 25 02:49:34 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 291575 38.227% (99.596% of non-spam corpus)
-# Correctly spam: 338404 44.367% (72.004% of spam corpus)
-# False positives: 1183 0.155% (0.404% of nonspam, 67514 weighted)
-# False negatives: 131575 17.250% (27.996% of spam, 261771 weighted)
+# Correctly non-spam: 291533 38.222% (99.582% of non-spam corpus)
+# Correctly spam: 351819 46.126% (74.858% of spam corpus)
+# False positives: 1225 0.161% (0.418% of nonspam, 69254 weighted)
+# False negatives: 118160 15.492% (25.142% of spam, 194752 weighted)
# Average score for spam: 8.3 nonspam: 0.5
-# Average for false-pos: 7.1 false-neg: 2.0
+# Average for false-pos: 7.0 false-neg: 1.6
# TOTAL: 762737 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36385 99.55%
-# Correctly spam: 43955 74.96%
-# False positives: 165 0.45%
-# False negatives: 14683 25.04%
-# TCR(l=50): 2.556927 SpamRecall: 74.960% SpamPrec: 99.626%
+# Correctly non-spam: 36386 99.55%
+# Correctly spam: 43911 74.88%
+# False positives: 164 0.45%
+# False negatives: 14727 25.12%
+# TCR(l=50): 2.557596 SpamRecall: 74.885% SpamPrec: 99.628%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1895308&r1=1895307&r2=1895308&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Nov 25 02:49:34 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 277081 53.222% (99.547% of non-spam corpus)
-# Correctly spam: 196098 37.667% (80.941% of spam corpus)
-# False positives: 1260 0.242% (0.453% of nonspam, 98295 weighted)
-# False negatives: 46174 8.869% (19.059% of spam, 93734 weighted)
-# Average score for spam: 15.2 nonspam: -0.9
-# Average for false-pos: 9.0 false-neg: 2.0
+# Correctly non-spam: 277072 53.220% (99.544% of non-spam corpus)
+# Correctly spam: 196156 37.678% (80.965% of spam corpus)
+# False positives: 1269 0.244% (0.456% of nonspam, 98651 weighted)
+# False negatives: 46116 8.858% (19.035% of spam, 93410 weighted)
+# Average score for spam: 15.2 nonspam: -0.8
+# Average for false-pos: 8.9 false-neg: 2.0
# TOTAL: 520613 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 34641 99.51%
-# Correctly spam: 24616 81.20%
-# False positives: 171 0.49%
-# False negatives: 5698 18.80%
-# TCR(l=50): 2.127597 SpamRecall: 81.203% SpamPrec: 99.310%
+# Correctly non-spam: 34647 99.53%
+# Correctly spam: 24617 81.21%
+# False positives: 165 0.47%
+# False negatives: 5697 18.79%
+# TCR(l=50): 2.173514 SpamRecall: 81.207% SpamPrec: 99.334%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1895308&r1=1895307&r2=1895308&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Nov 25 02:49:34 2021
@@ -4,62 +4,62 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.567
+score AC_FROM_MANY_DOTS 0.566
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 1.511
+score ADMITS_SPAM 1.510
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 1.695
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.198
+score ADVANCE_FEE_3_NEW 1.692
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.721
-score ADVANCE_FEE_4_NEW_MONEY 0.643
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.580
+score ADVANCE_FEE_4_NEW_MONEY 0.758
score ADVANCE_FEE_5_NEW 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.555
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.718
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
-score BIGNUM_EMAILS_MANY 0.010
+score BIGNUM_EMAILS_MANY 0.009
score BITCOIN_IMGUR 3.496
-score BITCOIN_MALF_HTML 2.473
+score BITCOIN_MALF_HTML 2.474
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.250
-score BITCOIN_SPAM_03 0.924
-score BITCOIN_SPAM_05 2.148
+score BITCOIN_SPAM_02 1.076
+score BITCOIN_SPAM_03 0.932
+score BITCOIN_SPAM_05 1.863
score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_09 1.498
+score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.804
+score BITCOIN_YOUR_INFO 2.996
score BODY_SINGLE_URI 2.497
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.514
+score BODY_URI_ONLY 1.517
score BOGUS_MIME_VERSION 3.496
score CK_HELO_GENERIC 0.001
score CONTENT_AFTER_HTML 0.001
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.394
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 1.413
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.700
+score DKIMWL_WL_HIGH -0.706
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 0.001
-score FACEBOOK_IMG_NOT_RCVD_FB 1.310
+score FACEBOOK_IMG_NOT_RCVD_FB 1.309
score FILL_THIS_FORM 1.597
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 0.806
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.041
-score FONT_INVIS_POSTEXTRAS 2.084
+score FONT_INVIS_HTML_NOHTML 0.011
+score FONT_INVIS_LONG_LINE 2.987
+score FONT_INVIS_MSGID 1.683
+score FONT_INVIS_POSTEXTRAS 0.001
score FORGED_SPF_HELO 1.498
score FORM_FRAUD 0.001
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 2.999
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
@@ -70,146 +70,147 @@ score FROM_IN_TO_AND_SUBJ 2.1
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 2.996
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.898
-score FROM_NEWDOM_BTC 0.392
+score FROM_MULTI_NORDNS 1.894
+score FROM_NEWDOM_BTC 1.878
score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.001
+score FROM_SUSPICIOUS_NTLD 0.001 # force non-zero
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_WSP_TRAIL 1.370
+score FROM_WSP_TRAIL 2.063
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_BITCOIN 2.306
-score FUZZY_WALLET 2.098
+score FUZZY_BITCOIN 2.001
+score FUZZY_WALLET 2.097
score GAPPY_LOW_CONTRAST 2.497
-score GB_FAKE_RF_SHORT 0.120
-score GB_FREEMAIL_DISPTO 0.499
-score GOOG_REDIR_NORDNS 1.447
-score GOOG_STO_EMAIL_PHISH 2.613
-score GOOG_STO_IMG_HTML 2.996
+score GB_FAKE_RF_SHORT 0.040
+score GB_FREEMAIL_DISPTO 0.498
+score GOOG_REDIR_NORDNS 1.451
+score GOOG_STO_EMAIL_PHISH 2.557
+score GOOG_STO_IMG_HTML 2.981
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.798
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.809
+score HAS_X_OUTGOING_SPAM_STAT 0.799
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 0.806
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.006
score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.330
+score HK_NAME_MR_MRS 0.237
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.001
-score HK_SCAM 1.041
+score HK_SCAM 0.914
score HK_SPAMMY_FILENAME 2.197
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 0.133
+score HK_WIN 0.998
+score HOSTED_IMG_DIRECT_MX 0.108
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 0.966
+score HTML_ENTITY_ASCII 0.355
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 0.001
-score HTML_TAG_BALANCE_CENTER 2.933
-score HTML_TEXT_INVISIBLE_FONT 0.502
-score HTML_TEXT_INVISIBLE_STYLE 1.689
+score HTML_TAG_BALANCE_CENTER 2.935
+score HTML_TEXT_INVISIBLE_FONT 0.866
+score HTML_TEXT_INVISIBLE_STYLE 1.681
score JH_SPAMMY_HEADERS 3.496
-score JH_SPAMMY_PATTERN01 2.999
-score KHOP_HELO_FCRDNS 0.023
+score JH_SPAMMY_PATTERN01 2.733
+score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 0.931
+score LONG_HEX_URI 0.930
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.744
+score LONG_INVISIBLE_TEXT 0.749
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.996
-score MALWARE_NORDNS 0.421
+score LOTTO_DEPT 1.999
+score MALWARE_NORDNS 0.225
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.599
+score MILLION_HUNDRED 0.644
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.074
-score MIXED_CENTER_CASE 2.181
-score MIXED_ES 2.894
-score MIXED_FONT_CASE 1.841
-score MIXED_HREF_CASE 0.947
-score MIXED_IMG_CASE 1.698
-score MONEY_FORM_SHORT 1.332
-score MONEY_FRAUD_3 0.759
-score MONEY_FRAUD_5 3.045
+score MIXED_AREA_CASE 0.745
+score MIXED_CENTER_CASE 2.486
+score MIXED_ES 2.885
+score MIXED_FONT_CASE 1.943
+score MIXED_HREF_CASE 0.313
+score MIXED_IMG_CASE 0.751
+score MONEY_FORM_SHORT 1.327
+score MONEY_FRAUD_3 0.897
+score MONEY_FRAUD_5 2.011
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.038
-score MONEY_FROM_41 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 0.001
+score MONEY_FROM_41 0.001
score MONEY_FROM_MISSP 0.001
score MSGID_NOFQDN1 0.001
score MSMAIL_PRI_ABNORMAL 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -4.100
+score NICE_REPLY_A -0.991
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.152
-score OBFU_BITCOIN 1.149
-score OBFU_TEXT_ATTACH 0.111
-score ODD_FREEM_REPTO 2.246
+score NSL_RCVD_HELO_USER 2.120
+score OBFU_BITCOIN 0.294
+score OBFU_TEXT_ATTACH 1.082
+score ODD_FREEM_REPTO 2.243
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.051
+score PDS_BTC_NTLD 1.859
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.185
+score PDS_FRNOM_TODOM_DBL_URL 1.222
score PDS_FRNOM_TODOM_NAKED_TO 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 0.001
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.749
+score PDS_RDNS_DYNAMIC_FP 0.010
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.748
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
score PDS_TO_EQ_FROM_NAME 2.796
-score PHP_ORIG_SCRIPT 2.244
-score PHP_ORIG_SCRIPT_EVAL 2.997
+score PHP_ORIG_SCRIPT 2.247
+score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.115
+score RDNS_NUM_TLD_XM 0.851
score REPLYTO_EMPTY 2.896
score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_GM 2.996
-score RISK_FREE 2.198
+score RISK_FREE 2.197
score SCRIPT_GIBBERISH 0.001
-score SENDGRID_REDIR 0.887
+score SENDGRID_REDIR 0.896
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.397
-score SHORTENER_SHORT_IMG 1.607
+score SHORTENER_SHORT_IMG 0.176
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.299
+score SPOOFED_FREEMAIL 1.322
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
+score SPOOFED_FREEM_REPTO 2.498
score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.001
-score SUBJ_OBFU_LOW_CNTRST 1.525
+score STATIC_XPRIO_OLE 0.001 # force non-zero
+score SUBJ_OBFU_LOW_CNTRST 1.799
score SUSP_UTF8_WORD_SUBJ 1.997
score THIS_AD 0.998
-score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.098
score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_DYNIP 0.251
-score TO_NO_BRKTS_FROM_MSSP 1.701
+score TO_NO_BRKTS_DYNIP 0.234
+score TO_NO_BRKTS_FROM_MSSP 1.702
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.201
-score TO_NO_BRKTS_PCNT 2.128
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_PCNT 0.001
score TRANSFORM_LIFE 2.497
score TVD_RCVD_SPACE_BRACKET 2.696
score UNDISC_FREEM 3.096
@@ -221,16 +222,16 @@ score URI_GOOGLE_PROXY 2.3
score URI_GOOG_STO_SPAMMY 2.996
score URI_IN_URI_10 2.497
score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.623
-score URI_PHP_REDIR 3.147
-score URI_TRY_3LD 1.201
+score URI_PHISH 3.625
+score URI_PHP_REDIR 3.183
+score URI_TRY_3LD 1.203
score URI_WPADMIN 2.596
score URI_WP_DIRINDEX 3.496
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.093
+score XM_DIGITS_ONLY 1.389
score XM_LIGHT_HEAVY 2.497
score XM_RANDOM 2.497
score XM_RECPTID 2.996
@@ -324,7 +325,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1895308&r1=1895307&r2=1895308&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Nov 25 02:49:34 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 291575 38.227% (99.596% of non-spam corpus)
-# Correctly spam: 338404 44.367% (72.004% of spam corpus)
-# False positives: 1183 0.155% (0.404% of nonspam, 67514 weighted)
-# False negatives: 131575 17.250% (27.996% of spam, 261771 weighted)
+# Correctly non-spam: 291533 38.222% (99.582% of non-spam corpus)
+# Correctly spam: 351819 46.126% (74.858% of spam corpus)
+# False positives: 1225 0.161% (0.418% of nonspam, 69254 weighted)
+# False negatives: 118160 15.492% (25.142% of spam, 194752 weighted)
# Average score for spam: 8.3 nonspam: 0.5
-# Average for false-pos: 7.1 false-neg: 2.0
+# Average for false-pos: 7.0 false-neg: 1.6
# TOTAL: 762737 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36385 99.55%
-# Correctly spam: 43955 74.96%
-# False positives: 165 0.45%
-# False negatives: 14683 25.04%
-# TCR(l=50): 2.556927 SpamRecall: 74.960% SpamPrec: 99.626%
+# Correctly non-spam: 36386 99.55%
+# Correctly spam: 43911 74.88%
+# False positives: 164 0.45%
+# False negatives: 14727 25.12%
+# TCR(l=50): 2.557596 SpamRecall: 74.885% SpamPrec: 99.628%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1895308&r1=1895307&r2=1895308&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Nov 25 02:49:34 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 277081 53.222% (99.547% of non-spam corpus)
-# Correctly spam: 196098 37.667% (80.941% of spam corpus)
-# False positives: 1260 0.242% (0.453% of nonspam, 98295 weighted)
-# False negatives: 46174 8.869% (19.059% of spam, 93734 weighted)
-# Average score for spam: 15.2 nonspam: -0.9
-# Average for false-pos: 9.0 false-neg: 2.0
+# Correctly non-spam: 277072 53.220% (99.544% of non-spam corpus)
+# Correctly spam: 196156 37.678% (80.965% of spam corpus)
+# False positives: 1269 0.244% (0.456% of nonspam, 98651 weighted)
+# False negatives: 46116 8.858% (19.035% of spam, 93410 weighted)
+# Average score for spam: 15.2 nonspam: -0.8
+# Average for false-pos: 8.9 false-neg: 2.0
# TOTAL: 520613 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 34641 99.51%
-# Correctly spam: 24616 81.20%
-# False positives: 171 0.49%
-# False negatives: 5698 18.80%
-# TCR(l=50): 2.127597 SpamRecall: 81.203% SpamPrec: 99.310%
+# Correctly non-spam: 34647 99.53%
+# Correctly spam: 24617 81.21%
+# False positives: 165 0.47%
+# False negatives: 5697 18.79%
+# TCR(l=50): 2.173514 SpamRecall: 81.207% SpamPrec: 99.334%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...