Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1905846&r1=1905845&r2=1905846&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Dec 8 02:43:14 2022
@@ -3,212 +3,212 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 3.000
+score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 2.897
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.917
+score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 1.762
+score ADVANCE_FEE_4_NEW 1.958
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.813
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.820
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001 # force non-zero
+score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
-score BAT_BDRY_TO_MALF 2.067
-score BIGNUM_EMAILS_FREEM 2.332
-score BIGNUM_EMAILS_MANY 0.828
+score BAT_BDRY_TO_MALF 2.061
+score BIGNUM_EMAILS_FREEM 1.352
+score BIGNUM_EMAILS_MANY 1.255
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.592
-score BITCOIN_MALF_HTML 1.044
+score BITCOIN_EXTORT_01 1.798
+score BITCOIN_MALF_HTML 0.767
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 0.804
-score BITCOIN_SPAM_02 1.106
+score BITCOIN_ONAN 0.418
+score BITCOIN_SPAM_02 1.083
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.758
+score BITCOIN_SPAM_05 1.399
score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 0.181
-score BITCOIN_YOUR_INFO 1.081
-score BODY_URI_ONLY 1.956
-score BOGUS_MSM_HDRS 0.323
+score BITCOIN_XPRIO 0.162
+score BITCOIN_YOUR_INFO 0.607
+score BODY_URI_ONLY 1.919
+score BOGUS_MSM_HDRS 1.950
score CK_HELO_GENERIC 0.250
score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 2.699
-score DEAR_BENEFICIARY 1.980
+score DEAR_BENEFICIARY 2.290
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.730
+score DKIMWL_WL_MEDHI -0.974
score DX_TEXT_03 1.799
-score ENCRYPTED_MESSAGE -0.668
-score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.999
-score FBI_SPOOF 0.205
+score ENCRYPTED_MESSAGE -0.267
+score END_FUTURE_EMAILS 2.500
+score FBI_MONEY 0.773
+score FBI_SPOOF 1.141
score FILL_THIS_FORM 1.099
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.312
-score FONT_INVIS_MSGID 1.251
-score FONT_INVIS_NORDNS 2.394
-score FONT_INVIS_POSTEXTRAS 2.187
-score FORGED_SPF_HELO 0.753
-score FORM_FRAUD_5 1.685
-score FREEMAIL_FORGED_FROMDOMAIN 0.210
+score FONT_INVIS_LONG_LINE 2.308
+score FONT_INVIS_MSGID 1.206
+score FONT_INVIS_NORDNS 2.357
+score FONT_INVIS_POSTEXTRAS 2.186
+score FORGED_SPF_HELO 0.757
+score FORM_FRAUD_5 1.671
+score FREEMAIL_FORGED_FROMDOMAIN 0.229
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM14 0.001
-score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
-score FROM_GOV_DKIM_AU -0.678
+score FROM_FMBLA_NEWDOM28 0.001
+score FROM_GOV_DKIM_AU -0.445
score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 0.392
-score FROM_MISSP_FREEMAIL 0.940
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 0.398
+score FROM_MISSP_FREEMAIL 0.918
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.152
-score FROM_PAYPAL_SPOOF 0.996
+score FROM_MULTI_NORDNS 1.315
+score FROM_PAYPAL_SPOOF 0.526
score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.999
-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
score FUZZY_AMAZON 0.001
score FUZZY_BITCOIN 0.001
-score FUZZY_IMPORTANT 0.467
-score FUZZY_PORN 1.423
+score FUZZY_IMPORTANT 1.313
+score FUZZY_PORN 1.206
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.531
+score GB_BITCOIN_CP 2.704
score GB_BITCOIN_NH 0.001
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.689
-score GB_FREEMAIL_DISPTO 0.318
-score GB_HASHBL_BTC 0.592
-score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_REDIR_HTML_ONLY 1.999
+score GB_FAKE_RF_SHORT 1.682
+score GB_FREEMAIL_DISPTO 0.319
+score GB_HASHBL_BTC 0.894
+score GB_URI_FLEEK_STO_HTM 1.000
+score GOOG_REDIR_HTML_ONLY 2.000
score GOOG_REDIR_NORDNS 2.526
score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.944
+score GOOG_STO_NOIMG_HTML 2.948
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.500
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.509
+score HK_LOTTO 0.202
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 2.000
+score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.254
+score HOSTED_IMG_FREEM 3.234
score HOSTED_IMG_MULTI_PUB_01 0.001
-score HTML_ENTITY_ASCII 3.000
-score HTML_FONT_TINY_NORDNS 1.328
-score HTML_OFF_PAGE 0.001
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 1.363
+score HTML_OFF_PAGE 0.001 # force non-zero
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.300
-score HTML_TEXT_INVISIBLE_STYLE 1.709
+score HTML_TEXT_INVISIBLE_FONT 1.267
+score HTML_TEXT_INVISIBLE_STYLE 1.714
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 2.098
-score LONG_HEX_URI 1.614
+score LONG_HEX_URI 1.612
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.137
+score LONG_INVISIBLE_TEXT 2.143
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score LOTTO_DEPT 0.851
+score LOTTO_AGENT 0.815
+score LOTTO_DEPT 1.514
score MALFORMED_FREEMAIL 2.799
-score MALWARE_NORDNS 0.447
+score MALWARE_NORDNS 0.867
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIXED_ES 2.499
-score MIXED_IMG_CASE 3.000
+score MIMEOLE_DIRECT_TO_MX 0.001
+score MIXED_ES 2.500
+score MIXED_IMG_CASE 2.999
score MONEY_ATM_CARD 2.799
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 2.499
-score MONEY_FRAUD_5 2.038
-score MONEY_FRAUD_8 0.039
-score MONEY_FREEMAIL_REPTO 2.043
-score MONEY_FROM_41 1.841
+score MONEY_FRAUD_5 2.584
+score MONEY_FRAUD_8 0.058
+score MONEY_FREEMAIL_REPTO 2.024
+score MONEY_FROM_41 1.305
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.142
-score NAME_EMAIL_DIFF 0.001 # force non-zero
+score MSMAIL_PRI_ABNORMAL 0.999
+score NAME_EMAIL_DIFF 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.262
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NICE_REPLY_A -0.266
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.996
+score NUMBERONLY_BITCOIN_EXP 0.897
score OBFU_BITCOIN 0.001
score OBFU_TEXT_ATTACH 1.799
score ODD_FREEM_REPTO 2.947
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.499
+score PDS_BTC_ID 0.274
score PDS_BTC_MSGID 0.001
-score PDS_FROM_2_EMAILS 1.458
+score PDS_FROM_2_EMAILS 1.291
score PDS_NAKED_TO_NUMERO 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORT_SPOOFED_URL 1.999
-score PHP_ORIG_SCRIPT 2.037
-score PHP_SCRIPT 2.437
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PHP_ORIG_SCRIPT 2.038
+score PHP_SCRIPT 2.419
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RATWARE_NO_RDNS 0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_CANSPAM_2 2.699
-score SCC_ISEMM_LID_1A 1.976
-score SCC_ISEMM_LID_1B 1.500
-score SENDGRID_REDIR 1.068
-score SERGIO_SUBJECT_VIAGRA01 3.559
+score SCC_ISEMM_LID_1A 2.164
+score SCC_ISEMM_LID_1B 1.499
+score SENDGRID_REDIR 1.061
+score SERGIO_SUBJECT_VIAGRA01 1.720
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.182
-score SHORT_SHORTNER 1.999
+score SHORTENER_SHORT_IMG 1.329
+score SHORT_SHORTNER 2.000
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.001 # force non-zero
+score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.353
+score STATIC_XPRIO_OLE 0.727
score STOX_BOUND_090909_B 0.001
-score SUBJ_ATTENTION 0.500
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 1.899
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 2.000
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_ONLY 2.000
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 1.119
+score TVD_RCVD_SPACE_BRACKET 0.556
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.799
+score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
+score UNDISC_FREEM 2.800
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
-score URI_DOTEDU 1.240
+score URI_DOTEDU 1.331
score URI_GOOGLE_PROXY 2.099
score URI_OBFU_DOM 2.399
score URI_PHISH 3.702
-score URI_TRY_3LD 0.668
+score URI_TRY_3LD 0.670
score URI_WPADMIN 2.199
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
-score VFY_ACCT_NORDNS 2.856
-score WORD_INVIS 0.443
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 1.996
+score WORD_INVIS 0.489
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 0.001
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 2.013
+score XPRIO_SHORT_SUBJ 1.861
score XPRIO_URL_SHORTNER 0.999
score YOU_INHERIT 2.299
score AC_POST_EXTRAS 1.000
@@ -278,7 +278,6 @@ score GAPPY_SALES_LEADS_FREEM 1.0
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
-score GB_STORAGE_GOOGLE_EMAIL 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -289,6 +288,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1905846&r1=1905845&r2=1905846&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Dec 8 02:43:14 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 292804 68.841% (99.554% of non-spam corpus)
-# Correctly spam: 96459 22.679% (73.513% of spam corpus)
-# False positives: 1313 0.309% (0.446% of nonspam, 20161 weighted)
-# False negatives: 34755 8.171% (26.487% of spam, 51283 weighted)
-# Average score for spam: 9.8 nonspam: 0.7
-# Average for false-pos: 6.9 false-neg: 1.5
-# TOTAL: 425331 100.00%
+# Correctly non-spam: 293103 68.682% (99.568% of non-spam corpus)
+# Correctly spam: 96911 22.709% (73.208% of spam corpus)
+# False positives: 1271 0.298% (0.432% of nonspam, 20056 weighted)
+# False negatives: 35466 8.311% (26.792% of spam, 52143 weighted)
+# Average score for spam: 9.3 nonspam: 0.7
+# Average for false-pos: 7.0 false-neg: 1.5
+# TOTAL: 426751 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36532 99.49%
-# Correctly spam: 12167 73.89%
-# False positives: 188 0.51%
-# False negatives: 4299 26.11%
-# TCR(l=50): 1.201986 SpamRecall: 73.892% SpamPrec: 98.478%
+# Correctly non-spam: 36556 99.46%
+# Correctly spam: 12240 73.67%
+# False positives: 197 0.54%
+# False negatives: 4375 26.33%
+# TCR(l=50): 1.168014 SpamRecall: 73.668% SpamPrec: 98.416%
##### 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: 286877 97.54%
-# Correctly spam: 76279 58.13%
-# False positives: 7240 2.46%
-# False negatives: 54935 41.87%
-# TCR(l=50): 0.314711 SpamRecall: 58.133% SpamPrec: 91.331%
+# Correctly non-spam: 287187 97.56%
+# Correctly spam: 76783 58.00%
+# False positives: 7187 2.44%
+# False negatives: 55594 42.00%
+# TCR(l=50): 0.319024 SpamRecall: 58.003% SpamPrec: 91.441%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35822 97.55%
-# Correctly spam: 9629 58.48%
-# False positives: 898 2.45%
-# False negatives: 6837 41.52%
-# TCR(l=50): 0.318264 SpamRecall: 58.478% SpamPrec: 91.470%
+# Correctly non-spam: 35849 97.54%
+# Correctly spam: 9566 57.57%
+# False positives: 904 2.46%
+# False negatives: 7049 42.43%
+# TCR(l=50): 0.317997 SpamRecall: 57.574% SpamPrec: 91.366%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1905846&r1=1905845&r2=1905846&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Dec 8 02:43:14 2022
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 293298 67.673% (99.373% of non-spam corpus)
-# Correctly spam: 106318 24.531% (76.899% of spam corpus)
-# False positives: 1852 0.427% (0.627% of nonspam, 77872 weighted)
-# False negatives: 31938 7.369% (23.101% of spam, 54979 weighted)
-# Average score for spam: 12.5 nonspam: -0.3
+# Correctly non-spam: 293310 67.676% (99.377% of non-spam corpus)
+# Correctly spam: 106466 24.565% (77.006% of spam corpus)
+# False positives: 1840 0.425% (0.623% of nonspam, 77604 weighted)
+# False negatives: 31790 7.335% (22.994% of spam, 54233 weighted)
+# Average score for spam: 12.8 nonspam: -0.2
# Average for false-pos: 9.0 false-neg: 1.7
# TOTAL: 433406 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36630 99.43%
-# Correctly spam: 13540 78.14%
-# False positives: 211 0.57%
-# False negatives: 3787 21.86%
-# TCR(l=50): 1.208551 SpamRecall: 78.144% SpamPrec: 98.466%
+# Correctly non-spam: 36631 99.43%
+# Correctly spam: 13559 78.25%
+# False positives: 210 0.57%
+# False negatives: 3768 21.75%
+# TCR(l=50): 1.214396 SpamRecall: 78.254% SpamPrec: 98.475%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1905846&r1=1905845&r2=1905846&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Dec 8 02:43:14 2022
@@ -3,212 +3,212 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 3.000
+score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 2.897
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.917
+score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 1.762
+score ADVANCE_FEE_4_NEW 1.958
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.813
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.820
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001 # force non-zero
+score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
-score BAT_BDRY_TO_MALF 2.067
-score BIGNUM_EMAILS_FREEM 2.332
-score BIGNUM_EMAILS_MANY 0.828
+score BAT_BDRY_TO_MALF 2.061
+score BIGNUM_EMAILS_FREEM 1.352
+score BIGNUM_EMAILS_MANY 1.255
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.592
-score BITCOIN_MALF_HTML 1.044
+score BITCOIN_EXTORT_01 1.798
+score BITCOIN_MALF_HTML 0.767
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 0.804
-score BITCOIN_SPAM_02 1.106
+score BITCOIN_ONAN 0.418
+score BITCOIN_SPAM_02 1.083
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.758
+score BITCOIN_SPAM_05 1.399
score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 0.181
-score BITCOIN_YOUR_INFO 1.081
-score BODY_URI_ONLY 1.956
-score BOGUS_MSM_HDRS 0.323
+score BITCOIN_XPRIO 0.162
+score BITCOIN_YOUR_INFO 0.607
+score BODY_URI_ONLY 1.919
+score BOGUS_MSM_HDRS 1.950
score CK_HELO_GENERIC 0.250
score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 2.699
-score DEAR_BENEFICIARY 1.980
+score DEAR_BENEFICIARY 2.290
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.730
+score DKIMWL_WL_MEDHI -0.974
score DX_TEXT_03 1.799
-score ENCRYPTED_MESSAGE -0.668
-score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.999
-score FBI_SPOOF 0.205
+score ENCRYPTED_MESSAGE -0.267
+score END_FUTURE_EMAILS 2.500
+score FBI_MONEY 0.773
+score FBI_SPOOF 1.141
score FILL_THIS_FORM 1.099
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.312
-score FONT_INVIS_MSGID 1.251
-score FONT_INVIS_NORDNS 2.394
-score FONT_INVIS_POSTEXTRAS 2.187
-score FORGED_SPF_HELO 0.753
-score FORM_FRAUD_5 1.685
-score FREEMAIL_FORGED_FROMDOMAIN 0.210
+score FONT_INVIS_LONG_LINE 2.308
+score FONT_INVIS_MSGID 1.206
+score FONT_INVIS_NORDNS 2.357
+score FONT_INVIS_POSTEXTRAS 2.186
+score FORGED_SPF_HELO 0.757
+score FORM_FRAUD_5 1.671
+score FREEMAIL_FORGED_FROMDOMAIN 0.229
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM14 0.001
-score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
-score FROM_GOV_DKIM_AU -0.678
+score FROM_FMBLA_NEWDOM28 0.001
+score FROM_GOV_DKIM_AU -0.445
score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 0.392
-score FROM_MISSP_FREEMAIL 0.940
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 0.398
+score FROM_MISSP_FREEMAIL 0.918
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.152
-score FROM_PAYPAL_SPOOF 0.996
+score FROM_MULTI_NORDNS 1.315
+score FROM_PAYPAL_SPOOF 0.526
score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.999
-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
score FUZZY_AMAZON 0.001
score FUZZY_BITCOIN 0.001
-score FUZZY_IMPORTANT 0.467
-score FUZZY_PORN 1.423
+score FUZZY_IMPORTANT 1.313
+score FUZZY_PORN 1.206
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.531
+score GB_BITCOIN_CP 2.704
score GB_BITCOIN_NH 0.001
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.689
-score GB_FREEMAIL_DISPTO 0.318
-score GB_HASHBL_BTC 0.592
-score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_REDIR_HTML_ONLY 1.999
+score GB_FAKE_RF_SHORT 1.682
+score GB_FREEMAIL_DISPTO 0.319
+score GB_HASHBL_BTC 0.894
+score GB_URI_FLEEK_STO_HTM 1.000
+score GOOG_REDIR_HTML_ONLY 2.000
score GOOG_REDIR_NORDNS 2.526
score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.944
+score GOOG_STO_NOIMG_HTML 2.948
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.500
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.509
+score HK_LOTTO 0.202
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 2.000
+score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.254
+score HOSTED_IMG_FREEM 3.234
score HOSTED_IMG_MULTI_PUB_01 0.001
-score HTML_ENTITY_ASCII 3.000
-score HTML_FONT_TINY_NORDNS 1.328
-score HTML_OFF_PAGE 0.001
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 1.363
+score HTML_OFF_PAGE 0.001 # force non-zero
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.300
-score HTML_TEXT_INVISIBLE_STYLE 1.709
+score HTML_TEXT_INVISIBLE_FONT 1.267
+score HTML_TEXT_INVISIBLE_STYLE 1.714
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 2.098
-score LONG_HEX_URI 1.614
+score LONG_HEX_URI 1.612
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.137
+score LONG_INVISIBLE_TEXT 2.143
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score LOTTO_DEPT 0.851
+score LOTTO_AGENT 0.815
+score LOTTO_DEPT 1.514
score MALFORMED_FREEMAIL 2.799
-score MALWARE_NORDNS 0.447
+score MALWARE_NORDNS 0.867
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIXED_ES 2.499
-score MIXED_IMG_CASE 3.000
+score MIMEOLE_DIRECT_TO_MX 0.001
+score MIXED_ES 2.500
+score MIXED_IMG_CASE 2.999
score MONEY_ATM_CARD 2.799
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 2.499
-score MONEY_FRAUD_5 2.038
-score MONEY_FRAUD_8 0.039
-score MONEY_FREEMAIL_REPTO 2.043
-score MONEY_FROM_41 1.841
+score MONEY_FRAUD_5 2.584
+score MONEY_FRAUD_8 0.058
+score MONEY_FREEMAIL_REPTO 2.024
+score MONEY_FROM_41 1.305
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.142
-score NAME_EMAIL_DIFF 0.001 # force non-zero
+score MSMAIL_PRI_ABNORMAL 0.999
+score NAME_EMAIL_DIFF 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.262
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NICE_REPLY_A -0.266
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.996
+score NUMBERONLY_BITCOIN_EXP 0.897
score OBFU_BITCOIN 0.001
score OBFU_TEXT_ATTACH 1.799
score ODD_FREEM_REPTO 2.947
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.499
+score PDS_BTC_ID 0.274
score PDS_BTC_MSGID 0.001
-score PDS_FROM_2_EMAILS 1.458
+score PDS_FROM_2_EMAILS 1.291
score PDS_NAKED_TO_NUMERO 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORT_SPOOFED_URL 1.999
-score PHP_ORIG_SCRIPT 2.037
-score PHP_SCRIPT 2.437
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PHP_ORIG_SCRIPT 2.038
+score PHP_SCRIPT 2.419
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RATWARE_NO_RDNS 0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_CANSPAM_2 2.699
-score SCC_ISEMM_LID_1A 1.976
-score SCC_ISEMM_LID_1B 1.500
-score SENDGRID_REDIR 1.068
-score SERGIO_SUBJECT_VIAGRA01 3.559
+score SCC_ISEMM_LID_1A 2.164
+score SCC_ISEMM_LID_1B 1.499
+score SENDGRID_REDIR 1.061
+score SERGIO_SUBJECT_VIAGRA01 1.720
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.182
-score SHORT_SHORTNER 1.999
+score SHORTENER_SHORT_IMG 1.329
+score SHORT_SHORTNER 2.000
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.001 # force non-zero
+score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.353
+score STATIC_XPRIO_OLE 0.727
score STOX_BOUND_090909_B 0.001
-score SUBJ_ATTENTION 0.500
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 1.899
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 2.000
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_ONLY 2.000
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 1.119
+score TVD_RCVD_SPACE_BRACKET 0.556
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.799
+score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
+score UNDISC_FREEM 2.800
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
-score URI_DOTEDU 1.240
+score URI_DOTEDU 1.331
score URI_GOOGLE_PROXY 2.099
score URI_OBFU_DOM 2.399
score URI_PHISH 3.702
-score URI_TRY_3LD 0.668
+score URI_TRY_3LD 0.670
score URI_WPADMIN 2.199
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
-score VFY_ACCT_NORDNS 2.856
-score WORD_INVIS 0.443
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 1.996
+score WORD_INVIS 0.489
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 0.001
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 2.013
+score XPRIO_SHORT_SUBJ 1.861
score XPRIO_URL_SHORTNER 0.999
score YOU_INHERIT 2.299
score AC_POST_EXTRAS 1.000
@@ -278,7 +278,6 @@ score GAPPY_SALES_LEADS_FREEM 1.0
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
-score GB_STORAGE_GOOGLE_EMAIL 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -289,6 +288,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1905846&r1=1905845&r2=1905846&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Dec 8 02:43:14 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 292804 68.841% (99.554% of non-spam corpus)
-# Correctly spam: 96459 22.679% (73.513% of spam corpus)
-# False positives: 1313 0.309% (0.446% of nonspam, 20161 weighted)
-# False negatives: 34755 8.171% (26.487% of spam, 51283 weighted)
-# Average score for spam: 9.8 nonspam: 0.7
-# Average for false-pos: 6.9 false-neg: 1.5
-# TOTAL: 425331 100.00%
+# Correctly non-spam: 293103 68.682% (99.568% of non-spam corpus)
+# Correctly spam: 96911 22.709% (73.208% of spam corpus)
+# False positives: 1271 0.298% (0.432% of nonspam, 20056 weighted)
+# False negatives: 35466 8.311% (26.792% of spam, 52143 weighted)
+# Average score for spam: 9.3 nonspam: 0.7
+# Average for false-pos: 7.0 false-neg: 1.5
+# TOTAL: 426751 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36532 99.49%
-# Correctly spam: 12167 73.89%
-# False positives: 188 0.51%
-# False negatives: 4299 26.11%
-# TCR(l=50): 1.201986 SpamRecall: 73.892% SpamPrec: 98.478%
+# Correctly non-spam: 36556 99.46%
+# Correctly spam: 12240 73.67%
+# False positives: 197 0.54%
+# False negatives: 4375 26.33%
+# TCR(l=50): 1.168014 SpamRecall: 73.668% SpamPrec: 98.416%
##### 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: 286877 97.54%
-# Correctly spam: 76279 58.13%
-# False positives: 7240 2.46%
-# False negatives: 54935 41.87%
-# TCR(l=50): 0.314711 SpamRecall: 58.133% SpamPrec: 91.331%
+# Correctly non-spam: 287187 97.56%
+# Correctly spam: 76783 58.00%
+# False positives: 7187 2.44%
+# False negatives: 55594 42.00%
+# TCR(l=50): 0.319024 SpamRecall: 58.003% SpamPrec: 91.441%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35822 97.55%
-# Correctly spam: 9629 58.48%
-# False positives: 898 2.45%
-# False negatives: 6837 41.52%
-# TCR(l=50): 0.318264 SpamRecall: 58.478% SpamPrec: 91.470%
+# Correctly non-spam: 35849 97.54%
+# Correctly spam: 9566 57.57%
+# False positives: 904 2.46%
+# False negatives: 7049 42.43%
+# TCR(l=50): 0.317997 SpamRecall: 57.574% SpamPrec: 91.366%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1905846&r1=1905845&r2=1905846&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Dec 8 02:43:14 2022
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 293298 67.673% (99.373% of non-spam corpus)
-# Correctly spam: 106318 24.531% (76.899% of spam corpus)
-# False positives: 1852 0.427% (0.627% of nonspam, 77872 weighted)
-# False negatives: 31938 7.369% (23.101% of spam, 54979 weighted)
-# Average score for spam: 12.5 nonspam: -0.3
+# Correctly non-spam: 293310 67.676% (99.377% of non-spam corpus)
+# Correctly spam: 106466 24.565% (77.006% of spam corpus)
+# False positives: 1840 0.425% (0.623% of nonspam, 77604 weighted)
+# False negatives: 31790 7.335% (22.994% of spam, 54233 weighted)
+# Average score for spam: 12.8 nonspam: -0.2
# Average for false-pos: 9.0 false-neg: 1.7
# TOTAL: 433406 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36630 99.43%
-# Correctly spam: 13540 78.14%
-# False positives: 211 0.57%
-# False negatives: 3787 21.86%
-# TCR(l=50): 1.208551 SpamRecall: 78.144% SpamPrec: 98.466%
+# Correctly non-spam: 36631 99.43%
+# Correctly spam: 13559 78.25%
+# False positives: 210 0.57%
+# False negatives: 3768 21.75%
+# TCR(l=50): 1.214396 SpamRecall: 78.254% SpamPrec: 98.475%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...