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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/01/26 02:39:44 UTC
svn commit: r1907000 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1907000&r1=1906999&r2=1907000&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jan 26 02:39:43 2023
@@ -3,185 +3,181 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 0.537
-score AC_HTML_NONSENSE_TAGS 1.999
+score AC_FROM_MANY_DOTS 0.388
+score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 2.499
-score ADVANCE_FEE_4_NEW 2.500
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.949
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_MONEY 1.841
+score ADVANCE_FEE_4_NEW 2.497
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.545
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.140
-score AD_PREFS 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.132
+score AD_PREFS 0.412
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.100
-score BIGNUM_EMAILS_MANY 2.999
+score BIGNUM_EMAILS_FREEM 1.042
+score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 1.910
-score BITCOIN_MALF_HTML 1.633
-score BITCOIN_MALWARE 2.045
-score BITCOIN_OBFU_SUBJ 0.153
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.284
-score BITCOIN_SPAM_05 1.707
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_EXTORT_01 1.857
+score BITCOIN_MALF_HTML 1.419
+score BITCOIN_MALWARE 2.829
+score BITCOIN_OBFU_SUBJ 0.190
+score BITCOIN_SPAM_02 2.359
+score BITCOIN_SPAM_03 2.494
+score BITCOIN_SPAM_05 1.322
+score BITCOIN_SPAM_09 1.498
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.713
-score BODY_URI_ONLY 2.132
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.205
-score DEAR_EMAIL_USER 0.704
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score BITCOIN_YOUR_INFO 2.699
+score BODY_URI_ONLY 2.131
+score CK_HELO_GENERIC 0.248
+score CONTENT_AFTER_HTML_WEAK 1.498
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 0.206
+score DEAR_EMAIL_USER 0.840
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001
score ENCRYPTED_MESSAGE -0.999
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.699
-score FONT_INVIS_MSGID 2.055
-score FONT_INVIS_NORDNS 1.914
-score FONT_INVIS_POSTEXTRAS 1.390
-score FORGED_SPF_HELO 1.228
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.132
+score FONT_INVIS_LONG_LINE 2.695
+score FONT_INVIS_MSGID 1.939
+score FONT_INVIS_NORDNS 1.921
+score FONT_INVIS_POSTEXTRAS 1.383
+score FORGED_SPF_HELO 1.232
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 1.733
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.091
-score FROM_2_EMAILS_SHORT 2.444
-score FROM_ADDR_WS 2.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.141
+score FROM_2_EMAILS_SHORT 2.454
+score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM28 0.001
score FROM_GOV_DKIM_AU -0.999
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MULTI_NORDNS 0.112
-score FROM_PAYPAL_SPOOF 1.398
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_SPF_FAIL 1.997
+score FROM_MULTI_NORDNS 0.241
+score FROM_PAYPAL_SPOOF 0.718
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_CLICK_HERE 3.099
-score FUZZY_UNSUBSCRIBE 3.099
-score GB_BITCOIN_NH 2.253
+score FUZZY_CLICK_HERE 2.647
+score FUZZY_UNSUBSCRIBE 3.096
+score GB_BITCOIN_NH 1.625
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 0.823
+score GB_FAKE_RF_SHORT 1.294
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.365
-score GOOG_REDIR_NORDNS 2.699
-score GOOG_STO_NOIMG_HTML 2.891
-score HAS_X_OUTGOING_SPAM_STAT 0.950
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.243
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score GB_HASHBL_BTC 1.575
+score GOOG_REDIR_NORDNS 2.696
+score GOOG_STO_NOIMG_HTML 2.890
+score HAS_X_OUTGOING_SPAM_STAT 0.903
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 1.244
+score HDR_ORDER_FTSDMCXX_DIRECT 1.997
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.999
-score HK_NAME_FROM 1.000
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_LOTTO 0.998
+score HK_NAME_FROM 0.998
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
+score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.375
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HOSTED_IMG_FREEM 3.319
+score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_OFF_PAGE 0.001
-score HTML_TAG_BALANCE_CENTER 3.599
-score HTML_TEXT_INVISIBLE_FONT 0.397
-score HTML_TEXT_INVISIBLE_STYLE 1.725
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001
-score LONG_HEX_URI 1.616
+score HTML_TAG_BALANCE_CENTER 3.595
+score HTML_TEXT_INVISIBLE_FONT 0.506
+score HTML_TEXT_INVISIBLE_STYLE 1.721
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score LONG_HEX_URI 1.615
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.999
+score LONG_INVISIBLE_TEXT 2.526
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 3.320
-score MILLION_HUNDRED 2.699
-score MILLION_USD 1.654
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.999
-score MIXED_HREF_CASE 1.466
-score MONEY_ATM_CARD 2.607
-score MONEY_FORM 0.001 # force non-zero
+score MALWARE_NORDNS 2.266
+score MILLION_HUNDRED 2.696
+score MILLION_USD 1.602
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIXED_ES 1.997
+score MIXED_HREF_CASE 0.778
+score MONEY_ATM_CARD 2.699
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.599
+score MONEY_FRAUD_3 2.596
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
-score MSMAIL_PRI_ABNORMAL 0.119
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.148
+score MSMAIL_PRI_ABNORMAL 0.870
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.150
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.293
-score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.778
+score NUMBERONLY_BITCOIN_EXP 1.286
+score OBFU_TEXT_ATTACH 0.922
+score ODD_FREEM_REPTO 2.915
score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.001
-score PDS_FROM_2_EMAILS 0.489
-score PDS_HELO_SPF_FAIL 1.999
-score PDS_NAKED_TO_NUMERO 0.001
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_FROM_2_EMAILS 0.484
+score PDS_HELO_SPF_FAIL 1.997
+score PDS_NAKED_TO_NUMERO 1.355
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORT_SPOOFED_URL 1.999
+score PDS_SHORT_SPOOFED_URL 1.997
score PHP_ORIG_SCRIPT 0.001
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
+score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.999
-score REPTO_419_FRAUD 2.999
-score SCC_CANSPAM_1 2.299
-score SCC_ISEMM_LID_1B 1.277
-score SENDGRID_REDIR 1.012
-score SERGIO_SUBJECT_VIAGRA01 1.553
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.899
-score SHORT_SHORTNER 0.355
+score RDNS_NUM_TLD_XM 2.996
+score REPTO_419_FRAUD 2.996
+score SCC_CANSPAM_1 2.297
+score SCC_ISEMM_LID_1B 1.270
+score SENDGRID_REDIR 1.007
+score SERGIO_SUBJECT_VIAGRA01 2.280
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
+score SHORTENED_URL_SRC 2.896
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOF_GMAIL_MID 0.001
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOF_GMAIL_MID 0.001 # force non-zero
score STATIC_XPRIO_OLE 0.001
score SUSP_UTF8_WORD_COMBO 0.001
-score SUSP_UTF8_WORD_MANY 1.093
-score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.099
+score SUSP_UTF8_WORD_MANY 1.674
+score SUSP_UTF8_WORD_SUBJ 1.998
+score THIS_AD 1.098
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_HTML_IMG 2.000
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.680
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_ENHANCE 0.001
-score TVD_GET_STOCK 1.768
-score TVD_IP_HEX 3.093
-score TVD_IP_OCT 2.512
-score TVD_PH_BODY_META 2.399
-score TVD_RCVD_SPACE_BRACKET 1.795
-score TVD_SPACE_ENCODED 0.001
-score UNDISC_FREEM 2.799
-score UNDISC_MONEY 3.099
-score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 1.999
-score URI_ONLY_MSGID_MALF 1.604
-score URI_PHISH 3.630
-score URI_TRY_3LD 1.168
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.999
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.672
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_ENHANCE 2.399
+score TVD_GET_STOCK 2.384
+score TVD_IP_HEX 1.860
+score TVD_IP_OCT 3.261
+score TVD_PH_BODY_META 2.397
+score TVD_RCVD_SPACE_BRACKET 1.324
+score UNDISC_FREEM 2.796
+score UNDISC_MONEY 3.096
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 1.997
+score URI_ONLY_MSGID_MALF 1.067
+score URI_PHISH 3.622
+score URI_TRY_3LD 1.161
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.996
score WORD_INVIS 0.001
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 1.000
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.998
score XM_RANDOM 0.001
score XPRIO 0.001 # force non-zero
-score YOU_INHERIT 0.001 # force non-zero
+score YOU_INHERIT 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -264,6 +260,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_HTML 1.000
score GOOG_STO_IMG_NOHTML 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
@@ -283,7 +280,6 @@ 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 MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1907000&r1=1906999&r2=1907000&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jan 26 02:39:43 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 285881 75.427% (99.463% of non-spam corpus)
-# Correctly spam: 60650 16.002% (66.216% of spam corpus)
-# False positives: 1543 0.407% (0.537% of nonspam, 17408 weighted)
-# False negatives: 30944 8.164% (33.784% of spam, 38238 weighted)
-# Average score for spam: 10.1 nonspam: 0.7
+# Correctly non-spam: 287737 76.355% (99.471% of non-spam corpus)
+# Correctly spam: 56031 14.869% (63.981% of spam corpus)
+# False positives: 1531 0.406% (0.529% of nonspam, 16509 weighted)
+# False negatives: 31543 8.370% (36.019% of spam, 38939 weighted)
+# Average score for spam: 10.3 nonspam: 0.7
# Average for false-pos: 7.1 false-neg: 1.2
-# TOTAL: 379018 100.00%
+# TOTAL: 376842 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35742 99.43%
-# Correctly spam: 7694 66.44%
-# False positives: 205 0.57%
-# False negatives: 3887 33.56%
-# TCR(l=50): 0.819198 SpamRecall: 66.436% SpamPrec: 97.405%
+# Correctly non-spam: 35981 99.52%
+# Correctly spam: 7096 64.11%
+# False positives: 175 0.48%
+# False negatives: 3973 35.89%
+# TCR(l=50): 0.869999 SpamRecall: 64.107% SpamPrec: 97.593%
##### 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: 280111 97.46%
-# Correctly spam: 55028 60.08%
-# False positives: 7313 2.54%
-# False negatives: 36566 39.92%
-# TCR(l=50): 0.227723 SpamRecall: 60.078% SpamPrec: 88.269%
+# Correctly non-spam: 281934 97.46%
+# Correctly spam: 50078 57.18%
+# False positives: 7334 2.54%
+# False negatives: 37496 42.82%
+# TCR(l=50): 0.216662 SpamRecall: 57.184% SpamPrec: 87.226%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35010 97.39%
-# Correctly spam: 6999 60.44%
-# False positives: 937 2.61%
-# False negatives: 4582 39.56%
-# TCR(l=50): 0.225171 SpamRecall: 60.435% SpamPrec: 88.193%
+# Correctly non-spam: 35243 97.47%
+# Correctly spam: 6330 57.19%
+# False positives: 913 2.53%
+# False negatives: 4739 42.81%
+# TCR(l=50): 0.219671 SpamRecall: 57.187% SpamPrec: 87.395%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1907000&r1=1906999&r2=1907000&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jan 26 02:39:43 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 282658 70.244% (99.145% of non-spam corpus)
-# Correctly spam: 89436 22.226% (76.248% of spam corpus)
-# False positives: 2438 0.606% (0.855% of nonspam, 91667 weighted)
-# False negatives: 27860 6.924% (23.752% of spam, 40809 weighted)
-# Average score for spam: 16.5 nonspam: -0.2
-# Average for false-pos: 9.1 false-neg: 1.5
+# Correctly non-spam: 282679 70.250% (99.152% of non-spam corpus)
+# Correctly spam: 89377 22.211% (76.198% of spam corpus)
+# False positives: 2417 0.601% (0.848% of nonspam, 91239 weighted)
+# False negatives: 27919 6.938% (23.802% of spam, 41102 weighted)
+# Average score for spam: 16.9 nonspam: -0.2
+# Average for false-pos: 9.2 false-neg: 1.5
# TOTAL: 402392 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35339 99.13%
-# Correctly spam: 11239 76.08%
-# False positives: 310 0.87%
-# False negatives: 3533 23.92%
-# TCR(l=50): 0.776126 SpamRecall: 76.083% SpamPrec: 97.316%
+# Correctly non-spam: 35349 99.16%
+# Correctly spam: 11233 76.04%
+# False positives: 300 0.84%
+# False negatives: 3539 23.96%
+# TCR(l=50): 0.796807 SpamRecall: 76.043% SpamPrec: 97.399%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...