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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/07/28 02:45:42 UTC
svn commit: r1911319 [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=1911319&r1=1911318&r2=1911319&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jul 28 02:45:41 2023
@@ -1,82 +1,81 @@
# Using score set 1 logs for revision 1911193 from:
# ham-net-ena-week0.r1911193.log ham-net-ena-week1.r1911193.log ham-net-ena-week2.r1911193.log ham-net-ena-week3.r1911193.log ham-net-ena-week4.r1911193.log ham-net-giovanni-ham.r1911193.log ham-net-giovanni-spammy.r1911193.log ham-net-giovanni-spam.r1911193.log ham-net-grenier.r1911193.log ham-net-hege.r1911193.log ham-net-jhardin.r1911193.log ham-net-llanga.r1911193.log ham-net-mmiroslaw-mails-ham.r1911193.log ham-net-mmiroslaw-mails-spam.r1911193.log ham-net-spamsponge.r1911193.log ham-net-thendrikx.r1911193.log ham-net-whyscream.r1911193.log spam-net-ena-week0.r1911193.log spam-net-ena-week1.r1911193.log spam-net-ena-week2.r1911193.log spam-net-ena-week3.r1911193.log spam-net-ena-week4.r1911193.log spam-net-giovanni-ham.r1911193.log spam-net-giovanni-spammy.r1911193.log spam-net-giovanni-spam.r1911193.log spam-net-grenier.r1911193.log spam-net-hege.r1911193.log spam-net-jhardin.r1911193.log spam-net-llanga.r1911193.log spam-net-mmiroslaw-mails-ham.r1911193.log spam-net-mmiroslaw
-mails-spam.r1911193.log spam-net-spamsponge.r1911193.log spam-net-thendrikx.r1911193.log spam-net-whyscream.r1911193.log
-score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.266
-score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW 3.268
+score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.383
-score ADVANCE_FEE_5_NEW_MONEY 0.590
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.570
+score ADVANCE_FEE_5_NEW_MONEY 0.394
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.446
-score BITCOIN_EXTORT_01 4.193
-score BITCOIN_MALF_HTML 3.406
-score BITCOIN_MALWARE 0.058
-score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_05 1.678
-score BITCOIN_SPAM_07 0.001 # force non-zero
-score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.999
+score BITCOIN_DEADLINE 2.052
+score BITCOIN_EXTORT_01 4.496
+score BITCOIN_MALF_HTML 3.226
+score BITCOIN_MALWARE 0.452
+score BITCOIN_SPAM_02 0.003
+score BITCOIN_SPAM_05 0.516
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_XPRIO 0.001 # force non-zero
+score BITCOIN_YOUR_INFO 2.779
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 0.001 # force non-zero
-score BODY_URI_ONLY 2.047
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 2.048
score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001 # force non-zero
-score DKIMWL_BL 2.672
+score DKIMWL_BL 2.670
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
score DOS_BODY_HIGH_NO_MID 0.001
score DX_TEXT_03 1.299
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.899
-score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 3.085
-score FORGED_SPF_HELO 0.030
+score FONT_INVIS_MSGID 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 3.078
+score FORGED_SPF_HELO 0.029
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 0.299
+score FORM_FRAUD_5 0.495
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 0.617
-score FROM_ADDR_WS 1.642
+score FROM_2_EMAILS_SHORT 0.620
+score FROM_ADDR_WS 1.639
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.722
-score FROM_MISSPACED 0.001
-score FROM_MISSP_EH_MATCH 0.559
-score FROM_MISSP_FREEMAIL 0.096
+score FROM_IN_TO_AND_SUBJ 1.737
+score FROM_MISSPACED 1.020
+score FROM_MISSP_EH_MATCH 0.556
+score FROM_MISSP_FREEMAIL 0.097
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_PAYPAL_SPOOF 0.094
+score FROM_PAYPAL_SPOOF 1.133
score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.499
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 0.001
+score FSL_HELO_FAKE 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.349
-score GOOG_REDIR_HTML_ONLY 1.999
+score GB_HASHBL_BTC 0.001
+score GOOG_REDIR_HTML_ONLY 2.000
score GOOG_REDIR_NORDNS 3.099
-score GOOG_STO_NOIMG_HTML 2.685
-score HAS_X_OUTGOING_SPAM_STAT 0.897
+score GOOG_STO_NOIMG_HTML 2.714
+score HAS_X_OUTGOING_SPAM_STAT 0.899
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
@@ -85,116 +84,116 @@ score HELO_NO_DOMAIN 0.0
score HK_LOTTO 0.001
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.001 # force non-zero
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_FROM 0.001
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.213
+score HOSTED_IMG_DIRECT_MX 0.001 # force non-zero
+score HOSTED_IMG_FREEM 3.214
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 2.699
-score HTML_TEXT_INVISIBLE_FONT 1.752
+score HTML_TEXT_INVISIBLE_FONT 1.750
score HTML_TEXT_INVISIBLE_STYLE 0.001
score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 0.001
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.972
+score LONG_INVISIBLE_TEXT 0.975
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 1.694
+score MALWARE_PASSWORD 1.514
score MANY_SPAN_IN_TEXT 2.099
score MILLION_HUNDRED 0.001
score MILLION_USD 1.999
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.899
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIXED_ES 1.900
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
+score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.801
+score MONEY_FRAUD_5 0.799
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.238
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.247
+score MSMAIL_PRI_ABNORMAL 0.332
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.091
+score NICE_REPLY_A -0.094
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 0.348
-score ODD_FREEM_REPTO 2.544
-score PDS_BTC_ID 0.316
+score NSL_RCVD_HELO_USER 0.001 # force non-zero
+score OBFU_TEXT_ATTACH 0.344
+score ODD_FREEM_REPTO 2.548
+score PDS_BTC_ID 0.496
score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_EMPTYSUBJ_URISHRT 1.500
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 3.000
-score PDS_FROM_NAME_TO_DOMAIN 2.000
+score PDS_FROM_2_EMAILS 3.001
+score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 0.001 # force non-zero
+score PDS_OTHER_BAD_TLD 0.001
score PDS_TINYSUBJ_URISHRT 0.001
score PDS_TO_EQ_FROM_NAME 0.001
-score PHP_ORIG_SCRIPT 0.001 # force non-zero
-score PHP_SCRIPT 2.398
-score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.508
+score PHP_ORIG_SCRIPT 0.001
+score PHP_SCRIPT 2.393
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score RAND_MKTG_HEADER 1.500
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.900
+score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
+score SCC_CANSPAM_2 2.899
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.037
-score SERGIO_SUBJECT_PORN014 1.843
-score SERGIO_SUBJECT_VIAGRA01 1.349
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.485
+score SENDGRID_REDIR 1.038
+score SERGIO_SUBJECT_PORN014 1.596
+score SERGIO_SUBJECT_VIAGRA01 2.617
+score SHOPIFY_IMG_NOT_RCVD_SFY 1.484
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 1.999
-score SUBJ_BROKEN_WORD 1.087
+score SUBJ_BROKEN_WORD 0.231
score SUSP_UTF8_WORD_COMBO 2.999
score SUSP_UTF8_WORD_FROM 1.999
score THIS_AD 1.599
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.261
+score TO_EQ_FM_DIRECT_MX 1.227
score TO_EQ_FM_DOM_HTML_IMG 2.399
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_NAME_SUBJ_NO_RDNS 2.911
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.941
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 0.870
-score TO_NO_BRKTS_NORDNS_HTML 1.925
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 0.871
+score TO_NO_BRKTS_NORDNS_HTML 1.922
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 2.380
+score TVD_IP_HEX 2.446
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.900
+score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 1.196
-score URI_PHISH 3.634
+score URI_ONLY_MSGID_MALF 1.185
+score URI_PHISH 3.669
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 0.566
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED 0.562
+score URI_WP_HACKED_2 2.500
score VFY_ACCT_NORDNS 2.999
-score WORD_INVIS 2.343
+score WORD_INVIS 2.347
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.984
+score XFER_LOTSA_MONEY 0.987
score XM_RANDOM 0.001
score XM_RECPTID 2.999
score XPRIO 0.001
-score YOUR_PERMISSION 2.615
+score YOUR_PERMISSION 2.476
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1911319&r1=1911318&r2=1911319&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jul 28 02:45:41 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 396807 52.940% (99.155% of non-spam corpus)
-# Correctly spam: 171495 22.880% (49.089% of spam corpus)
-# False positives: 3382 0.451% (0.845% of nonspam, 104892 weighted)
-# False negatives: 177857 23.729% (50.911% of spam, 374325 weighted)
-# Average score for spam: 6.7 nonspam: 0.7
-# Average for false-pos: 7.1 false-neg: 2.1
-# TOTAL: 749541 100.00%
+# Correctly non-spam: 394860 53.737% (99.121% of non-spam corpus)
+# Correctly spam: 170584 23.215% (50.704% of spam corpus)
+# False positives: 3503 0.477% (0.879% of nonspam, 99822 weighted)
+# False negatives: 165850 22.571% (49.296% of spam, 346093 weighted)
+# Average score for spam: 6.5 nonspam: 0.7
+# Average for false-pos: 6.7 false-neg: 2.1
+# TOTAL: 734797 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 49512 99.16%
-# Correctly spam: 21459 49.28%
-# False positives: 421 0.84%
-# False negatives: 22085 50.72%
-# TCR(l=50): 1.009482 SpamRecall: 49.281% SpamPrec: 98.076%
+# Correctly non-spam: 49286 99.19%
+# Correctly spam: 21390 51.00%
+# False positives: 403 0.81%
+# False negatives: 20553 49.00%
+# TCR(l=50): 1.030465 SpamRecall: 50.998% SpamPrec: 98.151%
##### 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: 391215 97.76%
-# Correctly spam: 114942 32.90%
-# False positives: 8974 2.24%
-# False negatives: 234410 67.10%
-# TCR(l=50): 0.511414 SpamRecall: 32.901% SpamPrec: 92.758%
+# Correctly non-spam: 389249 97.71%
+# Correctly spam: 112814 33.53%
+# False positives: 9114 2.29%
+# False negatives: 223620 66.47%
+# TCR(l=50): 0.495251 SpamRecall: 33.532% SpamPrec: 92.525%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48815 97.76%
-# Correctly spam: 14483 33.26%
-# False positives: 1118 2.24%
-# False negatives: 29061 66.74%
-# TCR(l=50): 0.512518 SpamRecall: 33.261% SpamPrec: 92.834%
+# Correctly non-spam: 48608 97.82%
+# Correctly spam: 14256 33.99%
+# False positives: 1081 2.18%
+# False negatives: 27687 66.01%
+# TCR(l=50): 0.513146 SpamRecall: 33.989% SpamPrec: 92.952%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1911319&r1=1911318&r2=1911319&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jul 28 02:45:41 2023
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 373875 76.548% (98.915% of non-spam corpus)
-# Correctly spam: 78767 16.127% (71.319% of spam corpus)
-# False positives: 4101 0.840% (1.085% of nonspam, 136557 weighted)
-# False negatives: 31676 6.485% (28.681% of spam, 26953 weighted)
-# Average score for spam: 13.7 nonspam: -0.4
+# Correctly non-spam: 373867 76.546% (98.913% of non-spam corpus)
+# Correctly spam: 78723 16.118% (71.279% of spam corpus)
+# False positives: 4109 0.841% (1.087% of nonspam, 136696 weighted)
+# False negatives: 31720 6.494% (28.721% of spam, 27127 weighted)
+# Average score for spam: 13.8 nonspam: -0.4
# Average for false-pos: 11.4 false-neg: 0.9
# TOTAL: 488419 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: 46603 98.90%
-# Correctly spam: 9892 70.85%
-# False positives: 517 1.10%
-# False negatives: 4069 29.15%
-# TCR(l=50): 0.466627 SpamRecall: 70.855% SpamPrec: 95.033%
+# Correctly non-spam: 46599 98.89%
+# Correctly spam: 9887 70.82%
+# False positives: 521 1.11%
+# False negatives: 4074 29.18%
+# TCR(l=50): 0.463451 SpamRecall: 70.819% SpamPrec: 94.994%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...