Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914415&r1=1914414&r2=1914415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Dec 7 02:45:05 2023
@@ -1,94 +1,93 @@
# Using score set 1 logs for revision 1914280 from:
# ham-net-ena-week0.r1914280.log ham-net-ena-week1.r1914280.log ham-net-ena-week2.r1914280.log ham-net-ena-week3.r1914280.log ham-net-ena-week4.r1914280.log ham-net-giovanni-ham.r1914280.log ham-net-giovanni-spammy.r1914280.log ham-net-giovanni-spam.r1914280.log ham-net-grenier.r1914280.log ham-net-hege.r1914280.log ham-net-jhardin.r1914280.log ham-net-llanga.r1914280.log ham-net-mmiroslaw-mails-ham.r1914280.log ham-net-mmiroslaw-mails-spam.r1914280.log ham-net-spamsponge.r1914280.log ham-net-whyscream.r1914280.log spam-net-ena-week0.r1914280.log spam-net-ena-week1.r1914280.log spam-net-ena-week2.r1914280.log spam-net-ena-week3.r1914280.log spam-net-ena-week4.r1914280.log spam-net-giovanni-ham.r1914280.log spam-net-giovanni-spammy.r1914280.log spam-net-giovanni-spam.r1914280.log spam-net-grenier.r1914280.log spam-net-hege.r1914280.log spam-net-jhardin.r1914280.log spam-net-llanga.r1914280.log spam-net-mmiroslaw-mails-ham.r1914280.log spam-net-mmiroslaw-mails-spam.r1914280.log spam-n
et-spamsponge.r1914280.log spam-net-whyscream.r1914280.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 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 2.500
+score AC_POST_EXTRAS 2.499
score ADMITS_SPAM 2.399
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.265
+score ADVANCE_FEE_3_NEW 3.267
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.135
+score ADVANCE_FEE_4_NEW_MONEY 1.413
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.542
-score AD_PREFS 0.215
+score ADVANCE_FEE_5_NEW_MONEY 2.533
+score AD_PREFS 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.716
-score BITCOIN_EXTORT_01 0.112
-score BITCOIN_MALF_HTML 2.754
+score BITCOIN_DEADLINE 2.739
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALF_HTML 2.676
score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 1.069
-score BITCOIN_SPAM_02 1.451
-score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 2.236
-score BITCOIN_TOEQFM 1.750
+score BITCOIN_PAY_ME 1.050
+score BITCOIN_SPAM_02 1.516
+score BITCOIN_SPAM_05 0.001 # force non-zero
+score BITCOIN_SPAM_07 1.772
+score BITCOIN_TOEQFM 2.139
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.462
-score BITCOIN_YOUR_INFO 2.127
+score BITCOIN_XPRIO 1.248
+score BITCOIN_YOUR_INFO 2.133
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.274
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 2.270
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.398
-score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_HIGH -0.001 # force non-zero
score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.900
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 3.000
-score FONT_INVIS_MSGID 1.239
-score FONT_INVIS_POSTEXTRAS 1.305
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 1.041
+score FONT_INVIS_POSTEXTRAS 1.318
score FORGED_SPF_HELO 2.599
-score FORM_FRAUD_5 2.533
+score FORM_FRAUD_5 2.538
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.001
+score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.343
-score FROM_MISSPACED 1.701
-score FROM_MISSP_EH_MATCH 1.999
+score FROM_IN_TO_AND_SUBJ 1.175
+score FROM_MISSPACED 1.702
+score FROM_MISSP_EH_MATCH 1.910
score FROM_MISSP_FREEMAIL 2.499
-score FROM_MISSP_MSFT 0.518
-score FROM_MISSP_REPLYTO 1.604
-score FROM_MISSP_SPF_FAIL 1.916
+score FROM_MISSP_MSFT 0.520
+score FROM_MISSP_REPLYTO 1.598
+score FROM_MISSP_SPF_FAIL 1.979
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 0.720
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_PAYPAL_SPOOF 1.150
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.499
-score FSL_BULK_SIG 1.041
+score FSL_BULK_SIG 1.042
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.099
-score FSL_HELO_FAKE 1.300
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.200
-score FUZZY_BITCOIN 0.714
+score FUZZY_AMAZON 2.199
+score FUZZY_BITCOIN 0.806
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 0.153
+score GB_BITCOIN_CP 0.344
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 0.826
+score GB_FAKE_RF_SHORT 0.813
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 2.326
-score GOOG_REDIR_NORDNS 0.147
+score GB_HASHBL_BTC 2.353
+score GOOG_REDIR_NORDNS 0.146
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.797
+score HAS_X_OUTGOING_SPAM_STAT 0.796
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.500
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
@@ -98,51 +97,50 @@ score HTML_BADATTR 0.9
score HTML_ENTITY_ASCII_TINY 2.999
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.313
-score HTML_TEXT_INVISIBLE_STYLE 2.390
+score HTML_TEXT_INVISIBLE_FONT 1.511
+score HTML_TEXT_INVISIBLE_STYLE 2.387
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.260
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.938
+score LONG_IMG_URI 2.937
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.699
-score MALWARE_NORDNS 2.100
+score MALWARE_NORDNS 1.641
score MALW_ATTACH 2.199
score MANY_SPAN_IN_TEXT 2.199
-score MANY_SUBDOM 2.199
score MILLION_HUNDRED 0.001
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.445
+score MIME_NO_TEXT 1.012
score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.506
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 2.394
+score MONEY_ATM_CARD 0.233
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.402
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.561
-score MONEY_FREEMAIL_REPTO 1.427
+score MONEY_FRAUD_8 1.401
+score MONEY_FREEMAIL_REPTO 1.424
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.048
+score MONEY_NOHTML 2.055
score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.770
-score NORDNS_LOW_CONTRAST 0.126
-score NO_FM_NAME_IP_HOSTN 0.976
+score NICE_REPLY_A -2.264
+score NORDNS_LOW_CONTRAST 0.130
+score NO_FM_NAME_IP_HOSTN 0.908
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.252
-score OBFU_BITCOIN 0.184
+score NSL_RCVD_HELO_USER 0.343
+score OBFU_BITCOIN 0.308
score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.594
-score PDS_BAD_THREAD_QP_64 0.999
+score ODD_FREEM_REPTO 2.596
+score PDS_BAD_THREAD_QP_64 1.000
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.499
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 1.500
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
@@ -151,54 +149,55 @@ score PHP_SCRIPT 2.4
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
score SCC_CANSPAM_2 2.799
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.066
+score SENDGRID_REDIR 1.065
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.299
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.300
-score STATIC_XPRIO_OLE 1.266
-score STOX_BOUND_090909_B 0.967
-score SUBJ_ATTENTION 0.500
-score THIS_AD 0.900
+score SPOOFED_FREEM_REPTO 0.721
+score STATIC_XPRIO_OLE 1.264
+score STOX_BOUND_090909_B 1.045
+score SUBJ_ATTENTION 0.499
+score THIS_AD 0.899
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.196
-score TO_EQ_FM_DOM_SPF_FAIL 1.077
-score TO_EQ_FM_SPF_FAIL 0.814
+score TO_EQ_FM_DIRECT_MX 1.357
+score TO_EQ_FM_DOM_SPF_FAIL 0.879
+score TO_EQ_FM_HTML_ONLY 0.906
+score TO_EQ_FM_SPF_FAIL 0.685
score TO_IN_SUBJ 0.099
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.500
+score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.304
+score TO_NO_BRKTS_PCNT 2.355
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.500
+score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
score UNICODE_OBFU_ZW_MANY 2.999
score URI_DOTEDU 0.001
-score URI_GOOGLE_PROXY 1.799
+score URI_GOOGLE_PROXY 1.800
score URI_IN_URI_5 3.199
-score URI_PHISH 4.000
-score URI_PHP_REDIR 2.491
+score URI_PHISH 3.999
+score URI_PHP_REDIR 2.418
score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.804
+score VFY_ACCT_NORDNS 2.857
score VISTA_COST 2.499
-score VISTA_TONOM_EQ_TOLOC 2.500
+score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 1.999
-score WORD_INVIS 1.897
+score WORD_INVIS 1.895
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.671
-score XM_RANDOM 2.499
+score XM_DIGITS_ONLY 2.282
+score XM_RANDOM 2.500
score XM_UC_ONLY 2.499
-score XPRIO 0.001
+score XPRIO 0.001 # force non-zero
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -278,7 +277,6 @@ 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 +287,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 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_LOTTO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914415&r1=1914414&r2=1914415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Dec 7 02:45:05 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 447205 62.435% (99.244% of non-spam corpus)
-# Correctly spam: 175099 24.446% (65.909% of spam corpus)
-# False positives: 3406 0.476% (0.756% of nonspam, 58736 weighted)
-# False negatives: 90567 12.644% (34.091% of spam, 178726 weighted)
-# Average score for spam: 7.1 nonspam: 0.6
+# Correctly non-spam: 449015 62.757% (99.254% of non-spam corpus)
+# Correctly spam: 170670 23.854% (64.871% of spam corpus)
+# False positives: 3376 0.472% (0.746% of nonspam, 57750 weighted)
+# False negatives: 92422 12.917% (35.129% of spam, 181208 weighted)
+# Average score for spam: 7.0 nonspam: 0.6
# Average for false-pos: 5.9 false-neg: 2.0
-# TOTAL: 716277 100.00%
+# TOTAL: 715483 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55753 99.21%
-# Correctly spam: 21796 65.59%
-# False positives: 443 0.79%
-# False negatives: 11437 34.41%
-# TCR(l=50): 0.989460 SpamRecall: 65.585% SpamPrec: 98.008%
+# Correctly non-spam: 56029 99.33%
+# Correctly spam: 19969 60.73%
+# False positives: 378 0.67%
+# False negatives: 12915 39.27%
+# TCR(l=50): 1.033601 SpamRecall: 60.726% SpamPrec: 98.142%
##### 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: 438920 97.41%
-# Correctly spam: 113974 42.90%
-# False positives: 11691 2.59%
-# False negatives: 151692 57.10%
-# TCR(l=50): 0.360841 SpamRecall: 42.901% SpamPrec: 90.697%
+# Correctly non-spam: 440405 97.35%
+# Correctly spam: 113600 43.18%
+# False positives: 11986 2.65%
+# False negatives: 149492 56.82%
+# TCR(l=50): 0.351355 SpamRecall: 43.179% SpamPrec: 90.456%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54751 97.43%
-# Correctly spam: 14116 42.48%
-# False positives: 1445 2.57%
-# False negatives: 19117 57.52%
-# TCR(l=50): 0.363731 SpamRecall: 42.476% SpamPrec: 90.714%
+# Correctly non-spam: 54869 97.27%
+# Correctly spam: 14162 43.07%
+# False positives: 1538 2.73%
+# False negatives: 18722 56.93%
+# TCR(l=50): 0.343896 SpamRecall: 43.067% SpamPrec: 90.204%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914415&r1=1914414&r2=1914415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Dec 7 02:45:05 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421473 85.367% (99.325% of non-spam corpus)
-# Correctly spam: 27307 5.531% (39.360% of spam corpus)
-# False positives: 2866 0.580% (0.675% of nonspam, 31920 weighted)
-# False negatives: 42071 8.521% (60.640% of spam, 60354 weighted)
-# Average score for spam: 6.0 nonspam: -1.0
+# Correctly non-spam: 421478 85.369% (99.326% of non-spam corpus)
+# Correctly spam: 27287 5.527% (39.331% of spam corpus)
+# False positives: 2861 0.579% (0.674% of nonspam, 31869 weighted)
+# False negatives: 42090 8.525% (60.669% of spam, 60379 weighted)
+# Average score for spam: 6.0 nonspam: -0.9
# Average for false-pos: 6.8 false-neg: 1.4
-# TOTAL: 493717 100.00%
+# TOTAL: 493716 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52578 99.42%
-# Correctly spam: 3354 38.29%
+# Correctly spam: 3362 38.38%
# False positives: 306 0.58%
-# False negatives: 5406 61.71%
-# TCR(l=50): 0.423066 SpamRecall: 38.288% SpamPrec: 91.639%
+# False negatives: 5397 61.62%
+# TCR(l=50): 0.423201 SpamRecall: 38.383% SpamPrec: 91.658%
##### 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: 422487 99.56%
-# Correctly spam: 14948 21.55%
+# Correctly spam: 14947 21.54%
# False positives: 1852 0.44%
-# False negatives: 54430 78.45%
-# TCR(l=50): 0.471863 SpamRecall: 21.546% SpamPrec: 88.976%
+# False negatives: 54430 78.46%
+# TCR(l=50): 0.471856 SpamRecall: 21.545% SpamPrec: 88.976%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52673 99.60%
-# Correctly spam: 1887 21.54%
+# Correctly spam: 1875 21.41%
# False positives: 211 0.40%
-# False negatives: 6873 78.46%
-# TCR(l=50): 0.502784 SpamRecall: 21.541% SpamPrec: 89.943%
+# False negatives: 6884 78.59%
+# TCR(l=50): 0.502409 SpamRecall: 21.407% SpamPrec: 89.885%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914415&r1=1914414&r2=1914415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Dec 7 02:45:05 2023
@@ -1,94 +1,93 @@
# Using score set 1 logs for revision 1914280 from:
# ham-net-ena-week0.r1914280.log ham-net-ena-week1.r1914280.log ham-net-ena-week2.r1914280.log ham-net-ena-week3.r1914280.log ham-net-ena-week4.r1914280.log ham-net-giovanni-ham.r1914280.log ham-net-giovanni-spammy.r1914280.log ham-net-giovanni-spam.r1914280.log ham-net-grenier.r1914280.log ham-net-hege.r1914280.log ham-net-jhardin.r1914280.log ham-net-llanga.r1914280.log ham-net-mmiroslaw-mails-ham.r1914280.log ham-net-mmiroslaw-mails-spam.r1914280.log ham-net-spamsponge.r1914280.log ham-net-whyscream.r1914280.log spam-net-ena-week0.r1914280.log spam-net-ena-week1.r1914280.log spam-net-ena-week2.r1914280.log spam-net-ena-week3.r1914280.log spam-net-ena-week4.r1914280.log spam-net-giovanni-ham.r1914280.log spam-net-giovanni-spammy.r1914280.log spam-net-giovanni-spam.r1914280.log spam-net-grenier.r1914280.log spam-net-hege.r1914280.log spam-net-jhardin.r1914280.log spam-net-llanga.r1914280.log spam-net-mmiroslaw-mails-ham.r1914280.log spam-net-mmiroslaw-mails-spam.r1914280.log spam-n
et-spamsponge.r1914280.log spam-net-whyscream.r1914280.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 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 2.500
+score AC_POST_EXTRAS 2.499
score ADMITS_SPAM 2.399
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.265
+score ADVANCE_FEE_3_NEW 3.267
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.135
+score ADVANCE_FEE_4_NEW_MONEY 1.413
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.542
-score AD_PREFS 0.215
+score ADVANCE_FEE_5_NEW_MONEY 2.533
+score AD_PREFS 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.716
-score BITCOIN_EXTORT_01 0.112
-score BITCOIN_MALF_HTML 2.754
+score BITCOIN_DEADLINE 2.739
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALF_HTML 2.676
score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 1.069
-score BITCOIN_SPAM_02 1.451
-score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 2.236
-score BITCOIN_TOEQFM 1.750
+score BITCOIN_PAY_ME 1.050
+score BITCOIN_SPAM_02 1.516
+score BITCOIN_SPAM_05 0.001 # force non-zero
+score BITCOIN_SPAM_07 1.772
+score BITCOIN_TOEQFM 2.139
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.462
-score BITCOIN_YOUR_INFO 2.127
+score BITCOIN_XPRIO 1.248
+score BITCOIN_YOUR_INFO 2.133
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.274
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 2.270
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.398
-score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_HIGH -0.001 # force non-zero
score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.900
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 3.000
-score FONT_INVIS_MSGID 1.239
-score FONT_INVIS_POSTEXTRAS 1.305
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 1.041
+score FONT_INVIS_POSTEXTRAS 1.318
score FORGED_SPF_HELO 2.599
-score FORM_FRAUD_5 2.533
+score FORM_FRAUD_5 2.538
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.001
+score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.343
-score FROM_MISSPACED 1.701
-score FROM_MISSP_EH_MATCH 1.999
+score FROM_IN_TO_AND_SUBJ 1.175
+score FROM_MISSPACED 1.702
+score FROM_MISSP_EH_MATCH 1.910
score FROM_MISSP_FREEMAIL 2.499
-score FROM_MISSP_MSFT 0.518
-score FROM_MISSP_REPLYTO 1.604
-score FROM_MISSP_SPF_FAIL 1.916
+score FROM_MISSP_MSFT 0.520
+score FROM_MISSP_REPLYTO 1.598
+score FROM_MISSP_SPF_FAIL 1.979
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 0.720
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_PAYPAL_SPOOF 1.150
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.499
-score FSL_BULK_SIG 1.041
+score FSL_BULK_SIG 1.042
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.099
-score FSL_HELO_FAKE 1.300
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.200
-score FUZZY_BITCOIN 0.714
+score FUZZY_AMAZON 2.199
+score FUZZY_BITCOIN 0.806
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 0.153
+score GB_BITCOIN_CP 0.344
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 0.826
+score GB_FAKE_RF_SHORT 0.813
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 2.326
-score GOOG_REDIR_NORDNS 0.147
+score GB_HASHBL_BTC 2.353
+score GOOG_REDIR_NORDNS 0.146
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.797
+score HAS_X_OUTGOING_SPAM_STAT 0.796
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.500
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
@@ -98,51 +97,50 @@ score HTML_BADATTR 0.9
score HTML_ENTITY_ASCII_TINY 2.999
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.313
-score HTML_TEXT_INVISIBLE_STYLE 2.390
+score HTML_TEXT_INVISIBLE_FONT 1.511
+score HTML_TEXT_INVISIBLE_STYLE 2.387
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.260
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.938
+score LONG_IMG_URI 2.937
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.699
-score MALWARE_NORDNS 2.100
+score MALWARE_NORDNS 1.641
score MALW_ATTACH 2.199
score MANY_SPAN_IN_TEXT 2.199
-score MANY_SUBDOM 2.199
score MILLION_HUNDRED 0.001
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.445
+score MIME_NO_TEXT 1.012
score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.506
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 2.394
+score MONEY_ATM_CARD 0.233
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.402
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.561
-score MONEY_FREEMAIL_REPTO 1.427
+score MONEY_FRAUD_8 1.401
+score MONEY_FREEMAIL_REPTO 1.424
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.048
+score MONEY_NOHTML 2.055
score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.770
-score NORDNS_LOW_CONTRAST 0.126
-score NO_FM_NAME_IP_HOSTN 0.976
+score NICE_REPLY_A -2.264
+score NORDNS_LOW_CONTRAST 0.130
+score NO_FM_NAME_IP_HOSTN 0.908
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.252
-score OBFU_BITCOIN 0.184
+score NSL_RCVD_HELO_USER 0.343
+score OBFU_BITCOIN 0.308
score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.594
-score PDS_BAD_THREAD_QP_64 0.999
+score ODD_FREEM_REPTO 2.596
+score PDS_BAD_THREAD_QP_64 1.000
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.499
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 1.500
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
@@ -151,54 +149,55 @@ score PHP_SCRIPT 2.4
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
score SCC_CANSPAM_2 2.799
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.066
+score SENDGRID_REDIR 1.065
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.299
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.300
-score STATIC_XPRIO_OLE 1.266
-score STOX_BOUND_090909_B 0.967
-score SUBJ_ATTENTION 0.500
-score THIS_AD 0.900
+score SPOOFED_FREEM_REPTO 0.721
+score STATIC_XPRIO_OLE 1.264
+score STOX_BOUND_090909_B 1.045
+score SUBJ_ATTENTION 0.499
+score THIS_AD 0.899
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.196
-score TO_EQ_FM_DOM_SPF_FAIL 1.077
-score TO_EQ_FM_SPF_FAIL 0.814
+score TO_EQ_FM_DIRECT_MX 1.357
+score TO_EQ_FM_DOM_SPF_FAIL 0.879
+score TO_EQ_FM_HTML_ONLY 0.906
+score TO_EQ_FM_SPF_FAIL 0.685
score TO_IN_SUBJ 0.099
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.500
+score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.304
+score TO_NO_BRKTS_PCNT 2.355
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.500
+score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
score UNICODE_OBFU_ZW_MANY 2.999
score URI_DOTEDU 0.001
-score URI_GOOGLE_PROXY 1.799
+score URI_GOOGLE_PROXY 1.800
score URI_IN_URI_5 3.199
-score URI_PHISH 4.000
-score URI_PHP_REDIR 2.491
+score URI_PHISH 3.999
+score URI_PHP_REDIR 2.418
score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.804
+score VFY_ACCT_NORDNS 2.857
score VISTA_COST 2.499
-score VISTA_TONOM_EQ_TOLOC 2.500
+score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 1.999
-score WORD_INVIS 1.897
+score WORD_INVIS 1.895
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.671
-score XM_RANDOM 2.499
+score XM_DIGITS_ONLY 2.282
+score XM_RANDOM 2.500
score XM_UC_ONLY 2.499
-score XPRIO 0.001
+score XPRIO 0.001 # force non-zero
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -278,7 +277,6 @@ 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 +287,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 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_LOTTO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914415&r1=1914414&r2=1914415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Dec 7 02:45:05 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 447205 62.435% (99.244% of non-spam corpus)
-# Correctly spam: 175099 24.446% (65.909% of spam corpus)
-# False positives: 3406 0.476% (0.756% of nonspam, 58736 weighted)
-# False negatives: 90567 12.644% (34.091% of spam, 178726 weighted)
-# Average score for spam: 7.1 nonspam: 0.6
+# Correctly non-spam: 449015 62.757% (99.254% of non-spam corpus)
+# Correctly spam: 170670 23.854% (64.871% of spam corpus)
+# False positives: 3376 0.472% (0.746% of nonspam, 57750 weighted)
+# False negatives: 92422 12.917% (35.129% of spam, 181208 weighted)
+# Average score for spam: 7.0 nonspam: 0.6
# Average for false-pos: 5.9 false-neg: 2.0
-# TOTAL: 716277 100.00%
+# TOTAL: 715483 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55753 99.21%
-# Correctly spam: 21796 65.59%
-# False positives: 443 0.79%
-# False negatives: 11437 34.41%
-# TCR(l=50): 0.989460 SpamRecall: 65.585% SpamPrec: 98.008%
+# Correctly non-spam: 56029 99.33%
+# Correctly spam: 19969 60.73%
+# False positives: 378 0.67%
+# False negatives: 12915 39.27%
+# TCR(l=50): 1.033601 SpamRecall: 60.726% SpamPrec: 98.142%
##### 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: 438920 97.41%
-# Correctly spam: 113974 42.90%
-# False positives: 11691 2.59%
-# False negatives: 151692 57.10%
-# TCR(l=50): 0.360841 SpamRecall: 42.901% SpamPrec: 90.697%
+# Correctly non-spam: 440405 97.35%
+# Correctly spam: 113600 43.18%
+# False positives: 11986 2.65%
+# False negatives: 149492 56.82%
+# TCR(l=50): 0.351355 SpamRecall: 43.179% SpamPrec: 90.456%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54751 97.43%
-# Correctly spam: 14116 42.48%
-# False positives: 1445 2.57%
-# False negatives: 19117 57.52%
-# TCR(l=50): 0.363731 SpamRecall: 42.476% SpamPrec: 90.714%
+# Correctly non-spam: 54869 97.27%
+# Correctly spam: 14162 43.07%
+# False positives: 1538 2.73%
+# False negatives: 18722 56.93%
+# TCR(l=50): 0.343896 SpamRecall: 43.067% SpamPrec: 90.204%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914415&r1=1914414&r2=1914415&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Dec 7 02:45:05 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421473 85.367% (99.325% of non-spam corpus)
-# Correctly spam: 27307 5.531% (39.360% of spam corpus)
-# False positives: 2866 0.580% (0.675% of nonspam, 31920 weighted)
-# False negatives: 42071 8.521% (60.640% of spam, 60354 weighted)
-# Average score for spam: 6.0 nonspam: -1.0
+# Correctly non-spam: 421478 85.369% (99.326% of non-spam corpus)
+# Correctly spam: 27287 5.527% (39.331% of spam corpus)
+# False positives: 2861 0.579% (0.674% of nonspam, 31869 weighted)
+# False negatives: 42090 8.525% (60.669% of spam, 60379 weighted)
+# Average score for spam: 6.0 nonspam: -0.9
# Average for false-pos: 6.8 false-neg: 1.4
-# TOTAL: 493717 100.00%
+# TOTAL: 493716 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52578 99.42%
-# Correctly spam: 3354 38.29%
+# Correctly spam: 3362 38.38%
# False positives: 306 0.58%
-# False negatives: 5406 61.71%
-# TCR(l=50): 0.423066 SpamRecall: 38.288% SpamPrec: 91.639%
+# False negatives: 5397 61.62%
+# TCR(l=50): 0.423201 SpamRecall: 38.383% SpamPrec: 91.658%
##### 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: 422487 99.56%
-# Correctly spam: 14948 21.55%
+# Correctly spam: 14947 21.54%
# False positives: 1852 0.44%
-# False negatives: 54430 78.45%
-# TCR(l=50): 0.471863 SpamRecall: 21.546% SpamPrec: 88.976%
+# False negatives: 54430 78.46%
+# TCR(l=50): 0.471856 SpamRecall: 21.545% SpamPrec: 88.976%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52673 99.60%
-# Correctly spam: 1887 21.54%
+# Correctly spam: 1875 21.41%
# False positives: 211 0.40%
-# False negatives: 6873 78.46%
-# TCR(l=50): 0.502784 SpamRecall: 21.541% SpamPrec: 89.943%
+# False negatives: 6884 78.59%
+# TCR(l=50): 0.502409 SpamRecall: 21.407% SpamPrec: 89.885%