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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/01/23 02:40:18 UTC
svn commit: r1906936 [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=1906936&r1=1906935&r2=1906936&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jan 23 02:40:18 2023
@@ -3,185 +3,183 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 0.802
-score AC_HTML_NONSENSE_TAGS 1.999
+score AC_FROM_MANY_DOTS 1.353
+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 2.230
-score ADVANCE_FEE_4_NEW 2.500
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.860
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_MONEY 2.218
+score ADVANCE_FEE_4_NEW 2.497
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.706
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.132
-score AD_PREFS 0.499
+score ADVANCE_FEE_5_NEW_MONEY 0.131
+score AD_PREFS 0.100
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score BIGNUM_EMAILS_FREEM 1.702
-score BIGNUM_EMAILS_MANY 2.999
+score BIGNUM_EMAILS_FREEM 0.650
+score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 1.888
-score BITCOIN_MALF_HTML 1.825
-score BITCOIN_MALWARE 2.945
-score BITCOIN_OBFU_SUBJ 0.889
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.092
-score BITCOIN_SPAM_05 1.730
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.702
-score BODY_URI_ONLY 2.131
-score CK_HELO_GENERIC 0.250
-score CONTENT_AFTER_HTML_WEAK 1.500
+score BITCOIN_EXTORT_01 0.205
+score BITCOIN_MALF_HTML 1.416
+score BITCOIN_MALWARE 2.546
+score BITCOIN_OBFU_SUBJ 1.157
+score BITCOIN_SPAM_02 2.447
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_05 1.562
+score BITCOIN_SPAM_09 1.498
+score BITCOIN_XPRIO 0.001 # force non-zero
+score BITCOIN_YOUR_INFO 2.704
+score BODY_URI_ONLY 2.132
+score CK_HELO_GENERIC 0.249
+score CONTENT_AFTER_HTML_WEAK 1.498
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.208
-score DEAR_EMAIL_USER 0.489
+score DEAR_BENEFICIARY 0.205
+score DEAR_EMAIL_USER 2.312
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
score ENCRYPTED_MESSAGE -0.999
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.698
-score FONT_INVIS_MSGID 2.060
-score FONT_INVIS_NORDNS 1.922
+score FONT_INVIS_LONG_LINE 2.694
+score FONT_INVIS_MSGID 2.001
+score FONT_INVIS_NORDNS 1.921
score FONT_INVIS_POSTEXTRAS 1.389
-score FORGED_SPF_HELO 1.232
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.901
+score FORGED_SPF_HELO 1.228
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 2.399
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.112
-score FROM_2_EMAILS_SHORT 2.456
-score FROM_ADDR_WS 2.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.149
+score FROM_2_EMAILS_SHORT 2.455
+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
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 2.000
-score FROM_MULTI_NORDNS 0.887
-score FROM_PAYPAL_SPOOF 0.655
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001
-score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 1.997
+score FROM_MULTI_NORDNS 0.912
+score FROM_PAYPAL_SPOOF 0.800
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.998
+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 3.040
-score FUZZY_UNSUBSCRIBE 1.078
-score GB_BITCOIN_NH 1.821
+score FUZZY_CLICK_HERE 2.562
+score FUZZY_UNSUBSCRIBE 3.096
+score GB_BITCOIN_NH 1.712
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 0.818
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 1.355
-score GOOG_REDIR_NORDNS 2.699
-score GOOG_STO_NOIMG_HTML 2.891
-score HAS_X_OUTGOING_SPAM_STAT 0.933
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.243
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score GB_FAKE_RF_SHORT 0.998
+score GB_FREEMAIL_DISPTO 0.001
+score GB_HASHBL_BTC 1.578
+score GOOG_REDIR_NORDNS 2.696
+score GOOG_STO_NOIMG_HTML 2.889
+score HAS_X_OUTGOING_SPAM_STAT 0.896
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 1.241
+score HDR_ORDER_FTSDMCXX_DIRECT 1.997
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 1.000
-score HK_NAME_FROM 0.999
-score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.001 # force non-zero
-score HOSTED_IMG_FREEM 3.353
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HK_LOTTO 0.999
+score HK_NAME_FROM 0.998
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.997
+score HOSTED_IMG_DIRECT_MX 0.001
+score HOSTED_IMG_FREEM 3.311
+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 0.390
-score HTML_TEXT_INVISIBLE_STYLE 1.724
-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 0.449
+score HTML_TEXT_INVISIBLE_STYLE 1.727
+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 2.823
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 1.943
-score MILLION_HUNDRED 2.699
-score MILLION_USD 1.623
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.999
-score MIXED_HREF_CASE 1.047
-score MONEY_ATM_CARD 2.602
+score MALWARE_NORDNS 2.517
+score MILLION_HUNDRED 2.696
+score MILLION_USD 1.590
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIXED_ES 1.997
+score MIXED_HREF_CASE 1.314
+score MONEY_ATM_CARD 2.589
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.599
+score MONEY_FORM_SHORT 0.001 # force non-zero
+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 0.001
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.149
+score MSMAIL_PRI_ABNORMAL 0.747
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.147
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.845
-score OBFU_TEXT_ATTACH 1.239
-score ODD_FREEM_REPTO 2.301
+score NUMBERONLY_BITCOIN_EXP 0.583
+score OBFU_TEXT_ATTACH 1.699
+score ODD_FREEM_REPTO 2.499
score PDS_BTC_ID 0.001 # force non-zero
score PDS_BTC_MSGID 0.001
score PDS_FROM_2_EMAILS 0.490
-score PDS_HELO_SPF_FAIL 1.999
-score PDS_NAKED_TO_NUMERO 1.079
+score PDS_HELO_SPF_FAIL 1.997
+score PDS_NAKED_TO_NUMERO 1.945
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORT_SPOOFED_URL 1.999
-score PHP_ORIG_SCRIPT 0.001 # force non-zero
-score PHP_SCRIPT 2.500
+score PDS_SHORT_SPOOFED_URL 1.997
+score PHP_ORIG_SCRIPT 0.001
+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 1.274
-score SENDGRID_REDIR 1.008
-score SERGIO_SUBJECT_VIAGRA01 2.788
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.899
+score RDNS_NUM_TLD_XM 2.996
+score REPTO_419_FRAUD 2.996
+score SCC_CANSPAM_1 2.297
+score SCC_ISEMM_LID_1B 1.273
+score SENDGRID_REDIR 1.006
+score SERGIO_SUBJECT_VIAGRA01 3.224
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 2.475
score SHORT_SHORTNER 0.354
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
score SUSP_UTF8_WORD_COMBO 0.001
-score SUSP_UTF8_WORD_MANY 0.861
-score SUSP_UTF8_WORD_SUBJ 2.000
-score THIS_AD 1.099
+score SUSP_UTF8_WORD_MANY 0.141
+score SUSP_UTF8_WORD_SUBJ 1.997
+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 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.730
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_ENHANCE 0.310
-score TVD_GET_STOCK 1.286
-score TVD_IP_HEX 1.480
-score TVD_IP_OCT 2.677
-score TVD_PH_BODY_META 2.400
-score TVD_RCVD_SPACE_BRACKET 1.121
-score TVD_SPACE_ENCODED 0.001
-score UNDISC_FREEM 2.799
-score UNDISC_MONEY 3.200
-score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 1.999
-score URI_ONLY_MSGID_MALF 0.544
-score URI_PHISH 3.628
-score URI_TRY_3LD 1.167
-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 1.728
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_ENHANCE 1.904
+score TVD_GET_STOCK 2.499
+score TVD_IP_HEX 1.665
+score TVD_IP_OCT 2.719
+score TVD_PH_BODY_META 2.398
+score TVD_RCVD_SPACE_BRACKET 1.862
+score UNDISC_FREEM 2.796
+score UNDISC_MONEY 3.196
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 1.997
+score URI_ONLY_MSGID_MALF 1.501
+score URI_PHISH 3.625
+score URI_TRY_3LD 1.166
+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 WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.999
score XM_RANDOM 0.001
-score XPRIO 0.001 # force non-zero
-score XPRIO_URL_SHORTNER 0.545
+score XPRIO 0.001
+score XPRIO_URL_SHORTNER 0.925
score YOU_INHERIT 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -285,7 +283,6 @@ 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=1906936&r1=1906935&r2=1906936&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jan 23 02:40:18 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 280373 70.473% (99.508% of non-spam corpus)
-# Correctly spam: 84593 21.263% (72.872% of spam corpus)
-# False positives: 1387 0.349% (0.492% of nonspam, 20807 weighted)
-# False negatives: 31492 7.916% (27.128% of spam, 40364 weighted)
-# Average score for spam: 11.3 nonspam: 0.7
-# Average for false-pos: 7.3 false-neg: 1.3
-# TOTAL: 397845 100.00%
+# Correctly non-spam: 282776 71.125% (99.486% of non-spam corpus)
+# Correctly spam: 81990 20.622% (72.341% of spam corpus)
+# False positives: 1461 0.367% (0.514% of nonspam, 20805 weighted)
+# False negatives: 31349 7.885% (27.659% of spam, 38975 weighted)
+# Average score for spam: 11.8 nonspam: 0.7
+# Average for false-pos: 7.1 false-neg: 1.2
+# TOTAL: 397576 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35045 99.43%
-# Correctly spam: 10576 72.32%
-# False positives: 201 0.57%
-# False negatives: 4047 27.68%
-# TCR(l=50): 1.037313 SpamRecall: 72.324% SpamPrec: 98.135%
+# Correctly non-spam: 35342 99.42%
+# Correctly spam: 10418 72.73%
+# False positives: 207 0.58%
+# False negatives: 3906 27.27%
+# TCR(l=50): 1.004770 SpamRecall: 72.731% SpamPrec: 98.052%
##### 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: 274594 97.46%
-# Correctly spam: 73086 62.96%
-# False positives: 7166 2.54%
-# False negatives: 42999 37.04%
-# TCR(l=50): 0.289273 SpamRecall: 62.959% SpamPrec: 91.071%
+# Correctly non-spam: 277107 97.49%
+# Correctly spam: 70674 62.36%
+# False positives: 7130 2.51%
+# False negatives: 42665 37.64%
+# TCR(l=50): 0.283940 SpamRecall: 62.356% SpamPrec: 90.836%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 34276 97.25%
-# Correctly spam: 9182 62.79%
-# False positives: 970 2.75%
-# False negatives: 5441 37.21%
-# TCR(l=50): 0.271092 SpamRecall: 62.791% SpamPrec: 90.445%
+# Correctly non-spam: 34634 97.43%
+# Correctly spam: 8996 62.80%
+# False positives: 915 2.57%
+# False negatives: 5328 37.20%
+# TCR(l=50): 0.280434 SpamRecall: 62.804% SpamPrec: 90.768%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1906936&r1=1906935&r2=1906936&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jan 23 02:40:18 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 282672 70.247% (99.150% of non-spam corpus)
-# Correctly spam: 89392 22.215% (76.209% of spam corpus)
-# False positives: 2424 0.602% (0.850% of nonspam, 91404 weighted)
-# False negatives: 27907 6.935% (23.791% of spam, 41068 weighted)
-# Average score for spam: 16.5 nonspam: -0.2
+# Correctly non-spam: 282671 70.247% (99.149% of non-spam corpus)
+# Correctly spam: 89370 22.210% (76.191% of spam corpus)
+# False positives: 2425 0.603% (0.851% of nonspam, 91417 weighted)
+# False negatives: 27927 6.940% (23.809% of spam, 41082 weighted)
+# Average score for spam: 16.9 nonspam: -0.2
# Average for false-pos: 9.2 false-neg: 1.5
-# TOTAL: 402395 100.00%
+# TOTAL: 402393 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35338 99.13%
-# Correctly spam: 11247 76.14%
-# False positives: 311 0.87%
-# False negatives: 3525 23.86%
-# TCR(l=50): 0.774417 SpamRecall: 76.137% SpamPrec: 97.309%
+# Correctly non-spam: 35346 99.15%
+# Correctly spam: 11246 76.13%
+# False positives: 303 0.85%
+# False negatives: 3526 23.87%
+# TCR(l=50): 0.790962 SpamRecall: 76.131% SpamPrec: 97.376%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 282932 99.24%
-# Correctly spam: 82298 70.16%
+# Correctly spam: 82339 70.20%
# False positives: 2164 0.76%
-# False negatives: 35001 29.84%
-# TCR(l=50): 0.819121 SpamRecall: 70.161% SpamPrec: 97.438%
+# False negatives: 34958 29.80%
+# TCR(l=50): 0.819353 SpamRecall: 70.197% SpamPrec: 97.439%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 35383 99.25%
-# Correctly spam: 10362 70.15%
+# Correctly spam: 10336 69.97%
# False positives: 266 0.75%
-# False negatives: 4410 29.85%
-# TCR(l=50): 0.834105 SpamRecall: 70.146% SpamPrec: 97.497%
+# False negatives: 4436 30.03%
+# TCR(l=50): 0.832882 SpamRecall: 69.970% SpamPrec: 97.491%