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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/07/25 02:44:41 UTC
svn commit: r1911257 [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=1911257&r1=1911256&r2=1911257&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jul 25 02:44:41 2023
@@ -1,66 +1,66 @@
# 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 3.000
+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 # force non-zero
+score ADMITS_SPAM 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.272
+score ADVANCE_FEE_3_NEW 3.267
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.028
-score ADVANCE_FEE_5_NEW_MONEY 0.540
-score AD_PREFS 0.369
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.299
+score ADVANCE_FEE_5_NEW_MONEY 0.486
+score AD_PREFS 0.107
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 1.818
-score BITCOIN_EXTORT_01 4.396
-score BITCOIN_MALF_HTML 3.311
-score BITCOIN_MALWARE 0.576
-score BITCOIN_SPAM_02 0.004
-score BITCOIN_SPAM_05 0.166
+score BITCOIN_DEADLINE 2.127
+score BITCOIN_EXTORT_01 4.443
+score BITCOIN_MALF_HTML 3.223
+score BITCOIN_MALWARE 0.606
+score BITCOIN_SPAM_02 0.001
+score BITCOIN_SPAM_05 0.756
score BITCOIN_SPAM_07 0.001
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.733
+score BITCOIN_YOUR_INFO 2.409
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 0.001 # force non-zero
-score BODY_URI_ONLY 2.044
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 2.046
score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.669
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DOS_BODY_HIGH_NO_MID 0.001
+score DOS_BODY_HIGH_NO_MID 0.001 # force non-zero
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 3.084
+score FONT_INVIS_POSTEXTRAS 3.083
score FORGED_SPF_HELO 0.029
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 0.350
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.614
-score FROM_ADDR_WS 1.643
+score FORM_FRAUD_5 0.407
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_2_EMAILS_SHORT 0.617
+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 1.691
+score FROM_IN_TO_AND_SUBJ 1.880
score FROM_MISSPACED 0.001
-score FROM_MISSP_EH_MATCH 0.561
-score FROM_MISSP_FREEMAIL 0.092
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_REPLYTO 0.001
+score FROM_MISSP_EH_MATCH 0.567
+score FROM_MISSP_FREEMAIL 0.095
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_REPLYTO 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_PAYPAL_SPOOF 1.498
+score FROM_PAYPAL_SPOOF 0.547
score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.499
@@ -70,131 +70,131 @@ score FSL_HELO_FAKE 0.0
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_FAKE_RF_SHORT 2.000
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.001
+score GB_HASHBL_BTC 0.216
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 3.099
-score GOOG_STO_NOIMG_HTML 2.713
-score HAS_X_OUTGOING_SPAM_STAT 1.009
+score GOOG_STO_NOIMG_HTML 2.714
+score HAS_X_OUTGOING_SPAM_STAT 0.882
score HDRS_MISSP 0.001
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 0.001
+score HK_LOTTO 0.001 # force non-zero
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.001
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.214
+score HOSTED_IMG_FREEM 3.216
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 1.748
+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 LONGLN_LOW_CONTRAST 0.001 # force non-zero
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.001
+score LONG_IMG_URI 0.001 # force non-zero
score LONG_INVISIBLE_TEXT 0.976
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 1.437
+score MALWARE_PASSWORD 1.741
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 MONEY_ATM_CARD 0.001
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.805
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.239
-score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.158
+score MONEY_FRAUD_5 0.798
+score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 1.245
+score MONEY_FROM_MISSP 0.001 # force non-zero
+score MSMAIL_PRI_ABNORMAL 0.892
score NA_DOLLARS 1.499
score NICE_REPLY_A -0.091
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 0.346
-score ODD_FREEM_REPTO 2.552
-score PDS_BAD_THREAD_QP_64 1.000
-score PDS_BTC_ID 0.410
+score OBFU_TEXT_ATTACH 0.340
+score ODD_FREEM_REPTO 2.551
+score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.500
-score PDS_FROM_2_EMAILS 3.000
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 3.004
score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 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
-score PHP_SCRIPT 2.285
-score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.497
+score PHP_SCRIPT 2.411
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score RAND_MKTG_HEADER 1.503
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_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.038
-score SERGIO_SUBJECT_PORN014 1.374
-score SERGIO_SUBJECT_VIAGRA01 3.203
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.482
+score SENDGRID_REDIR 1.037
+score SERGIO_SUBJECT_PORN014 2.256
+score SERGIO_SUBJECT_VIAGRA01 3.337
+score SHOPIFY_IMG_NOT_RCVD_SFY 1.478
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 1.999
-score STOX_BOUND_090909_B 1.970
-score SUBJ_BROKEN_WORD 2.399
-score SUSP_UTF8_WORD_COMBO 2.999
-score SUSP_UTF8_WORD_FROM 2.000
+score STOX_BOUND_090909_B 1.918
+score SUBJ_BROKEN_WORD 0.580
+score SUSP_UTF8_WORD_COMBO 3.000
+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 1.222
+score TO_EQ_FM_DIRECT_MX 1.261
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 2.956
+score TO_NAME_SUBJ_NO_RDNS 2.999
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 0.861
-score TO_NO_BRKTS_NORDNS_HTML 1.923
+score TO_NO_BRKTS_HTML_IMG 2.000
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 0.871
+score TO_NO_BRKTS_NORDNS_HTML 1.919
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 2.358
+score TVD_IP_HEX 2.332
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
-score URI_GOOGLE_PROXY 2.400
-score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.674
+score URI_GOOGLE_PROXY 2.399
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 3.629
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 0.561
+score URI_WP_HACKED 0.562
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score WORD_INVIS 2.342
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.988
+score WORD_INVIS 2.344
+score WORD_INVIS_MANY 3.000
+score XFER_LOTSA_MONEY 0.985
score XM_RANDOM 0.001
-score XM_RECPTID 2.999
+score XM_RECPTID 3.000
score XPRIO 0.001
score YOUR_PERMISSION 2.699
score AC_POST_EXTRAS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1911257&r1=1911256&r2=1911257&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jul 25 02:44:41 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 396883 51.219% (99.172% of non-spam corpus)
-# Correctly spam: 183357 23.663% (48.936% of spam corpus)
-# False positives: 3313 0.428% (0.828% of nonspam, 110344 weighted)
-# False negatives: 191329 24.691% (51.064% of spam, 392090 weighted)
-# Average score for spam: 6.5 nonspam: 0.7
-# Average for false-pos: 7.1 false-neg: 2.0
-# TOTAL: 774882 100.00%
+# Correctly non-spam: 396662 51.622% (99.160% of non-spam corpus)
+# Correctly spam: 180501 23.491% (49.000% of spam corpus)
+# False positives: 3360 0.437% (0.840% of nonspam, 109624 weighted)
+# False negatives: 187872 24.450% (51.000% of spam, 391073 weighted)
+# Average score for spam: 6.6 nonspam: 0.7
+# Average for false-pos: 7.1 false-neg: 2.1
+# TOTAL: 768395 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 49538 99.21%
-# Correctly spam: 22609 48.43%
-# False positives: 395 0.79%
-# False negatives: 24078 51.57%
-# TCR(l=50): 1.065232 SpamRecall: 48.427% SpamPrec: 98.283%
+# Correctly non-spam: 49511 99.20%
+# Correctly spam: 22370 48.73%
+# False positives: 400 0.80%
+# False negatives: 23535 51.27%
+# TCR(l=50): 1.054439 SpamRecall: 48.731% SpamPrec: 98.243%
##### 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: 391224 97.76%
-# Correctly spam: 118598 31.65%
-# False positives: 8972 2.24%
-# False negatives: 256088 68.35%
-# TCR(l=50): 0.531705 SpamRecall: 31.653% SpamPrec: 92.967%
+# Correctly non-spam: 390972 97.74%
+# Correctly spam: 118201 32.09%
+# False positives: 9050 2.26%
+# False negatives: 250172 67.91%
+# TCR(l=50): 0.524246 SpamRecall: 32.087% SpamPrec: 92.888%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48826 97.78%
-# Correctly spam: 14852 31.81%
-# False positives: 1107 2.22%
-# False negatives: 31835 68.19%
-# TCR(l=50): 0.535493 SpamRecall: 31.812% SpamPrec: 93.063%
+# Correctly non-spam: 48787 97.75%
+# Correctly spam: 14677 31.97%
+# False positives: 1124 2.25%
+# False negatives: 31228 68.03%
+# TCR(l=50): 0.525061 SpamRecall: 31.973% SpamPrec: 92.887%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1911257&r1=1911256&r2=1911257&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jul 25 02:44:41 2023
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 373871 76.547% (98.914% of non-spam corpus)
-# Correctly spam: 78742 16.122% (71.297% of spam corpus)
-# False positives: 4105 0.840% (1.086% of nonspam, 136612 weighted)
-# False negatives: 31701 6.491% (28.703% of spam, 27075 weighted)
-# Average score for spam: 13.8 nonspam: -0.4
+# Correctly non-spam: 373870 76.547% (98.914% of non-spam corpus)
+# Correctly spam: 78774 16.128% (71.325% of spam corpus)
+# False positives: 4106 0.841% (1.086% of nonspam, 136635 weighted)
+# False negatives: 31669 6.484% (28.675% of spam, 26920 weighted)
+# Average score for spam: 14.1 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: 46601 98.90%
+# Correctly non-spam: 46599 98.89%
# Correctly spam: 9891 70.85%
-# False positives: 519 1.10%
+# False positives: 521 1.11%
# False negatives: 4070 29.15%
-# TCR(l=50): 0.465057 SpamRecall: 70.847% SpamPrec: 95.014%
+# TCR(l=50): 0.463513 SpamRecall: 70.847% SpamPrec: 94.996%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...