Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914476&r1=1914475&r2=1914476&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Dec 9 02:45:34 2023
@@ -4,32 +4,32 @@
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_FROM_MANY_DOTS 2.500
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 3.270
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.133
+score ADVANCE_FEE_3_NEW 3.268
+score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_MONEY 1.402
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.547
-score AD_PREFS 0.196
+score ADVANCE_FEE_5_NEW_MONEY 2.543
+score AD_PREFS 0.216
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.548
+score BITCOIN_DEADLINE 2.818
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 2.645
-score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 0.947
-score BITCOIN_SPAM_02 1.516
+score BITCOIN_MALF_HTML 2.684
+score BITCOIN_ONAN 3.000
+score BITCOIN_PAY_ME 0.819
+score BITCOIN_SPAM_02 1.463
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 1.277
-score BITCOIN_TOEQFM 2.973
+score BITCOIN_SPAM_07 1.648
+score BITCOIN_TOEQFM 2.268
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.359
-score BITCOIN_YOUR_INFO 2.204
+score BITCOIN_XPRIO 1.040
+score BITCOIN_YOUR_INFO 2.125
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.274
+score BODY_URI_ONLY 2.277
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.398
@@ -38,167 +38,167 @@ score DKIMWL_WL_MED -0.
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.899
-score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DIRECT 0.001 # force non-zero
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.156
-score FONT_INVIS_POSTEXTRAS 1.300
-score FORGED_SPF_HELO 2.599
-score FORM_FRAUD_5 2.499
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FONT_INVIS_MSGID 1.222
+score FONT_INVIS_POSTEXTRAS 1.313
+score FORGED_SPF_HELO 2.600
+score FORM_FRAUD_5 2.534
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.853
-score FROM_IN_TO_AND_SUBJ 0.270
-score FROM_MISSPACED 1.713
+score FROM_GOV_DKIM_AU -0.490
+score FROM_IN_TO_AND_SUBJ 0.594
+score FROM_MISSPACED 1.706
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.599
-score FROM_MISSP_MSFT 0.521
-score FROM_MISSP_REPLYTO 1.598
-score FROM_MISSP_SPF_FAIL 1.240
+score FROM_MISSP_FREEMAIL 2.499
+score FROM_MISSP_MSFT 0.519
+score FROM_MISSP_REPLYTO 1.605
+score FROM_MISSP_SPF_FAIL 1.226
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 1.127
+score FROM_PAYPAL_SPOOF 1.599
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 1.046
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.099
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.199
-score FUZZY_BITCOIN 0.763
+score FUZZY_BITCOIN 0.850
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 0.001
+score GB_BITCOIN_CP 0.334
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 0.826
+score GB_FAKE_RF_SHORT 0.827
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.261
-score GOOG_REDIR_NORDNS 0.152
-score GOOG_STO_IMG_HTML 2.999
+score GB_HASHBL_BTC 2.309
+score GOOG_REDIR_NORDNS 0.151
+score GOOG_STO_IMG_HTML 3.000
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 0.794
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.500
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.250
+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_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
+score HK_SCAM 2.000
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.987
+score HOSTED_IMG_FREEM 1.983
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 0.999
+score HTML_BADATTR 1.000
score HTML_ENTITY_ASCII_TINY 2.999
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 2.500
-score HTML_TEXT_INVISIBLE_FONT 1.396
-score HTML_TEXT_INVISIBLE_STYLE 2.318
+score HTML_SINGLET_MANY 2.499
+score HTML_TEXT_INVISIBLE_FONT 1.330
+score HTML_TEXT_INVISIBLE_STYLE 2.389
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 2.942
+score LONG_IMG_URI 2.939
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 1.660
+score MALWARE_NORDNS 2.429
score MALW_ATTACH 2.199
-score MANY_SPAN_IN_TEXT 2.200
+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 0.601
+score MIME_NO_TEXT 1.999
score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.544
+score MONEY_ATM_CARD 0.423
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.393
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.949
-score MONEY_FREEMAIL_REPTO 1.428
+score MONEY_FRAUD_8 2.598
+score MONEY_FREEMAIL_REPTO 1.445
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.045
+score MONEY_NOHTML 2.044
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.102
-score NORDNS_LOW_CONTRAST 0.123
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.219
-score OBFU_BITCOIN 0.237
-score OBFU_TEXT_ATTACH 1.487
-score ODD_FREEM_REPTO 2.594
+score NICE_REPLY_A -3.720
+score NORDNS_LOW_CONTRAST 0.124
+score NO_FM_NAME_IP_HOSTN 0.331
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.383
+score OBFU_BITCOIN 0.360
+score OBFU_TEXT_ATTACH 1.599
+score ODD_FREEM_REPTO 2.590
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.500
+score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.340
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+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 SCC_BODY_SINGLE_WORD 0.001 # force non-zero
+score SCC_BODY_SINGLE_WORD 0.001
score SCC_CANSPAM_2 2.799
-score SCC_ISEMM_LID_1B 1.500
-score SENDGRID_REDIR 1.068
+score SCC_ISEMM_LID_1B 1.499
+score SENDGRID_REDIR 1.067
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 0.001 # force non-zero
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.447
-score STATIC_XPRIO_OLE 1.267
-score STOX_BOUND_090909_B 1.074
-score SUBJ_ATTENTION 0.499
+score SPOOFED_FREEM_REPTO 0.678
+score STATIC_XPRIO_OLE 1.266
+score STOX_BOUND_090909_B 1.036
+score SUBJ_ATTENTION 0.500
score THIS_AD 0.899
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.271
-score TO_EQ_FM_DOM_HTML_ONLY 1.899
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 1.580
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_DIRECT_MX 1.256
+score TO_EQ_FM_DOM_HTML_ONLY 1.231
+score TO_EQ_FM_DOM_SPF_FAIL 0.117
+score TO_EQ_FM_HTML_ONLY 0.355
+score TO_EQ_FM_SPF_FAIL 1.460
+score TO_IN_SUBJ 0.100
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_HTML_ONLY 2.000
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.356
+score TO_NO_BRKTS_PCNT 2.256
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 2.999
-score URI_DOTEDU 0.344
+score UNICODE_OBFU_ZW_MANY 3.000
+score URI_DOTEDU 0.193
score URI_GOOGLE_PROXY 1.799
score URI_IN_URI_5 3.199
score URI_PHISH 3.999
-score URI_PHP_REDIR 2.410
+score URI_PHP_REDIR 2.495
score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.500
-score VFY_ACCT_NORDNS 2.798
+score VFY_ACCT_NORDNS 2.999
score VISTA_COST 2.499
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 1.999
-score WORD_INVIS 1.899
-score WORD_INVIS_MANY 3.000
-score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.061
+score WORD_INVIS 1.902
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_DIGITS_ONLY 1.764
score XM_RANDOM 2.499
-score XM_UC_ONLY 2.499
+score XM_UC_ONLY 2.500
score XPRIO 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -289,6 +289,7 @@ 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=1914476&r1=1914475&r2=1914476&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Dec 9 02:45:34 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 448323 63.247% (99.218% of non-spam corpus)
-# Correctly spam: 165293 23.319% (64.321% of spam corpus)
-# False positives: 3535 0.499% (0.782% of nonspam, 59016 weighted)
-# False negatives: 91689 12.935% (35.679% of spam, 177803 weighted)
-# Average score for spam: 6.7 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 1.9
-# TOTAL: 708840 100.00%
+# Correctly non-spam: 448174 62.616% (99.235% of non-spam corpus)
+# Correctly spam: 169964 23.746% (64.353% of spam corpus)
+# False positives: 3457 0.483% (0.765% of nonspam, 63056 weighted)
+# False negatives: 94150 13.154% (35.647% of spam, 187133 weighted)
+# Average score for spam: 6.8 nonspam: 0.7
+# Average for false-pos: 6.2 false-neg: 2.0
+# TOTAL: 715745 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55986 99.36%
-# Correctly spam: 20258 63.11%
-# False positives: 358 0.64%
-# False negatives: 11841 36.89%
-# TCR(l=50): 1.079284 SpamRecall: 63.111% SpamPrec: 98.263%
+# Correctly non-spam: 55908 99.28%
+# Correctly spam: 21260 64.36%
+# False positives: 408 0.72%
+# False negatives: 11771 35.64%
+# TCR(l=50): 1.026732 SpamRecall: 64.364% SpamPrec: 98.117%
##### 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: 440256 97.43%
-# Correctly spam: 111855 43.53%
-# False positives: 11602 2.57%
-# False negatives: 145127 56.47%
-# TCR(l=50): 0.354347 SpamRecall: 43.526% SpamPrec: 90.602%
+# Correctly non-spam: 439813 97.38%
+# Correctly spam: 114197 43.24%
+# False positives: 11818 2.62%
+# False negatives: 149917 56.76%
+# TCR(l=50): 0.356517 SpamRecall: 43.238% SpamPrec: 90.622%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54878 97.40%
-# Correctly spam: 13940 43.43%
-# False positives: 1466 2.60%
-# False negatives: 18159 56.57%
-# TCR(l=50): 0.350966 SpamRecall: 43.428% SpamPrec: 90.484%
+# Correctly non-spam: 54778 97.27%
+# Correctly spam: 14480 43.84%
+# False positives: 1538 2.73%
+# False negatives: 18551 56.16%
+# TCR(l=50): 0.346052 SpamRecall: 43.838% SpamPrec: 90.398%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914476&r1=1914475&r2=1914476&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Dec 9 02:45:34 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421461 85.365% (99.322% of non-spam corpus)
-# Correctly spam: 27334 5.536% (39.400% of spam corpus)
-# False positives: 2878 0.583% (0.678% of nonspam, 32019 weighted)
-# False negatives: 42042 8.515% (60.600% of spam, 60373 weighted)
-# Average score for spam: 6.0 nonspam: -0.9
-# Average for false-pos: 6.8 false-neg: 1.4
-# TOTAL: 493715 100.00%
+# Correctly non-spam: 421761 85.426% (99.392% of non-spam corpus)
+# Correctly spam: 27293 5.528% (39.341% of spam corpus)
+# False positives: 2578 0.522% (0.608% of nonspam, 29556 weighted)
+# False negatives: 42082 8.524% (60.659% of spam, 60528 weighted)
+# Average score for spam: 6.0 nonspam: -1.0
+# Average for false-pos: 7.0 false-neg: 1.4
+# TOTAL: 493714 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52576 99.42%
-# Correctly spam: 3353 38.28%
-# False positives: 308 0.58%
-# False negatives: 5406 61.72%
-# TCR(l=50): 0.420984 SpamRecall: 38.281% SpamPrec: 91.587%
+# Correctly non-spam: 52578 99.42%
+# Correctly spam: 3357 38.33%
+# False positives: 306 0.58%
+# False negatives: 5402 61.67%
+# TCR(l=50): 0.423099 SpamRecall: 38.326% SpamPrec: 91.646%
##### 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: 14963 21.57%
+# Correctly spam: 14943 21.54%
# False positives: 1852 0.44%
-# False negatives: 54413 78.43%
-# TCR(l=50): 0.471904 SpamRecall: 21.568% SpamPrec: 88.986%
+# False negatives: 54432 78.46%
+# TCR(l=50): 0.471836 SpamRecall: 21.539% SpamPrec: 88.973%
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: 1877 21.43%
+# Correctly spam: 1883 21.50%
# False positives: 211 0.40%
-# False negatives: 6882 78.57%
-# TCR(l=50): 0.502467 SpamRecall: 21.429% SpamPrec: 89.895%
+# False negatives: 6876 78.50%
+# TCR(l=50): 0.502640 SpamRecall: 21.498% SpamPrec: 89.924%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914476&r1=1914475&r2=1914476&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Dec 9 02:45:34 2023
@@ -4,32 +4,32 @@
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_FROM_MANY_DOTS 2.500
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 3.270
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.133
+score ADVANCE_FEE_3_NEW 3.268
+score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_MONEY 1.402
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.547
-score AD_PREFS 0.196
+score ADVANCE_FEE_5_NEW_MONEY 2.543
+score AD_PREFS 0.216
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.548
+score BITCOIN_DEADLINE 2.818
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 2.645
-score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 0.947
-score BITCOIN_SPAM_02 1.516
+score BITCOIN_MALF_HTML 2.684
+score BITCOIN_ONAN 3.000
+score BITCOIN_PAY_ME 0.819
+score BITCOIN_SPAM_02 1.463
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 1.277
-score BITCOIN_TOEQFM 2.973
+score BITCOIN_SPAM_07 1.648
+score BITCOIN_TOEQFM 2.268
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.359
-score BITCOIN_YOUR_INFO 2.204
+score BITCOIN_XPRIO 1.040
+score BITCOIN_YOUR_INFO 2.125
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.274
+score BODY_URI_ONLY 2.277
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.398
@@ -38,167 +38,167 @@ score DKIMWL_WL_MED -0.
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.899
-score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DIRECT 0.001 # force non-zero
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.156
-score FONT_INVIS_POSTEXTRAS 1.300
-score FORGED_SPF_HELO 2.599
-score FORM_FRAUD_5 2.499
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FONT_INVIS_MSGID 1.222
+score FONT_INVIS_POSTEXTRAS 1.313
+score FORGED_SPF_HELO 2.600
+score FORM_FRAUD_5 2.534
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.853
-score FROM_IN_TO_AND_SUBJ 0.270
-score FROM_MISSPACED 1.713
+score FROM_GOV_DKIM_AU -0.490
+score FROM_IN_TO_AND_SUBJ 0.594
+score FROM_MISSPACED 1.706
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.599
-score FROM_MISSP_MSFT 0.521
-score FROM_MISSP_REPLYTO 1.598
-score FROM_MISSP_SPF_FAIL 1.240
+score FROM_MISSP_FREEMAIL 2.499
+score FROM_MISSP_MSFT 0.519
+score FROM_MISSP_REPLYTO 1.605
+score FROM_MISSP_SPF_FAIL 1.226
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 1.127
+score FROM_PAYPAL_SPOOF 1.599
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 1.046
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.099
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.199
-score FUZZY_BITCOIN 0.763
+score FUZZY_BITCOIN 0.850
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 0.001
+score GB_BITCOIN_CP 0.334
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 0.826
+score GB_FAKE_RF_SHORT 0.827
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.261
-score GOOG_REDIR_NORDNS 0.152
-score GOOG_STO_IMG_HTML 2.999
+score GB_HASHBL_BTC 2.309
+score GOOG_REDIR_NORDNS 0.151
+score GOOG_STO_IMG_HTML 3.000
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 0.794
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.500
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.250
+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_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
+score HK_SCAM 2.000
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.987
+score HOSTED_IMG_FREEM 1.983
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 0.999
+score HTML_BADATTR 1.000
score HTML_ENTITY_ASCII_TINY 2.999
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 2.500
-score HTML_TEXT_INVISIBLE_FONT 1.396
-score HTML_TEXT_INVISIBLE_STYLE 2.318
+score HTML_SINGLET_MANY 2.499
+score HTML_TEXT_INVISIBLE_FONT 1.330
+score HTML_TEXT_INVISIBLE_STYLE 2.389
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 2.942
+score LONG_IMG_URI 2.939
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 1.660
+score MALWARE_NORDNS 2.429
score MALW_ATTACH 2.199
-score MANY_SPAN_IN_TEXT 2.200
+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 0.601
+score MIME_NO_TEXT 1.999
score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.544
+score MONEY_ATM_CARD 0.423
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.393
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.949
-score MONEY_FREEMAIL_REPTO 1.428
+score MONEY_FRAUD_8 2.598
+score MONEY_FREEMAIL_REPTO 1.445
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.045
+score MONEY_NOHTML 2.044
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.102
-score NORDNS_LOW_CONTRAST 0.123
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.219
-score OBFU_BITCOIN 0.237
-score OBFU_TEXT_ATTACH 1.487
-score ODD_FREEM_REPTO 2.594
+score NICE_REPLY_A -3.720
+score NORDNS_LOW_CONTRAST 0.124
+score NO_FM_NAME_IP_HOSTN 0.331
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.383
+score OBFU_BITCOIN 0.360
+score OBFU_TEXT_ATTACH 1.599
+score ODD_FREEM_REPTO 2.590
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.500
+score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.340
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+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 SCC_BODY_SINGLE_WORD 0.001 # force non-zero
+score SCC_BODY_SINGLE_WORD 0.001
score SCC_CANSPAM_2 2.799
-score SCC_ISEMM_LID_1B 1.500
-score SENDGRID_REDIR 1.068
+score SCC_ISEMM_LID_1B 1.499
+score SENDGRID_REDIR 1.067
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 0.001 # force non-zero
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.447
-score STATIC_XPRIO_OLE 1.267
-score STOX_BOUND_090909_B 1.074
-score SUBJ_ATTENTION 0.499
+score SPOOFED_FREEM_REPTO 0.678
+score STATIC_XPRIO_OLE 1.266
+score STOX_BOUND_090909_B 1.036
+score SUBJ_ATTENTION 0.500
score THIS_AD 0.899
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.271
-score TO_EQ_FM_DOM_HTML_ONLY 1.899
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 1.580
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_DIRECT_MX 1.256
+score TO_EQ_FM_DOM_HTML_ONLY 1.231
+score TO_EQ_FM_DOM_SPF_FAIL 0.117
+score TO_EQ_FM_HTML_ONLY 0.355
+score TO_EQ_FM_SPF_FAIL 1.460
+score TO_IN_SUBJ 0.100
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_HTML_ONLY 2.000
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.356
+score TO_NO_BRKTS_PCNT 2.256
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 2.999
-score URI_DOTEDU 0.344
+score UNICODE_OBFU_ZW_MANY 3.000
+score URI_DOTEDU 0.193
score URI_GOOGLE_PROXY 1.799
score URI_IN_URI_5 3.199
score URI_PHISH 3.999
-score URI_PHP_REDIR 2.410
+score URI_PHP_REDIR 2.495
score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.500
-score VFY_ACCT_NORDNS 2.798
+score VFY_ACCT_NORDNS 2.999
score VISTA_COST 2.499
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 1.999
-score WORD_INVIS 1.899
-score WORD_INVIS_MANY 3.000
-score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.061
+score WORD_INVIS 1.902
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_DIGITS_ONLY 1.764
score XM_RANDOM 2.499
-score XM_UC_ONLY 2.499
+score XM_UC_ONLY 2.500
score XPRIO 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -289,6 +289,7 @@ 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=1914476&r1=1914475&r2=1914476&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Dec 9 02:45:34 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 448323 63.247% (99.218% of non-spam corpus)
-# Correctly spam: 165293 23.319% (64.321% of spam corpus)
-# False positives: 3535 0.499% (0.782% of nonspam, 59016 weighted)
-# False negatives: 91689 12.935% (35.679% of spam, 177803 weighted)
-# Average score for spam: 6.7 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 1.9
-# TOTAL: 708840 100.00%
+# Correctly non-spam: 448174 62.616% (99.235% of non-spam corpus)
+# Correctly spam: 169964 23.746% (64.353% of spam corpus)
+# False positives: 3457 0.483% (0.765% of nonspam, 63056 weighted)
+# False negatives: 94150 13.154% (35.647% of spam, 187133 weighted)
+# Average score for spam: 6.8 nonspam: 0.7
+# Average for false-pos: 6.2 false-neg: 2.0
+# TOTAL: 715745 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55986 99.36%
-# Correctly spam: 20258 63.11%
-# False positives: 358 0.64%
-# False negatives: 11841 36.89%
-# TCR(l=50): 1.079284 SpamRecall: 63.111% SpamPrec: 98.263%
+# Correctly non-spam: 55908 99.28%
+# Correctly spam: 21260 64.36%
+# False positives: 408 0.72%
+# False negatives: 11771 35.64%
+# TCR(l=50): 1.026732 SpamRecall: 64.364% SpamPrec: 98.117%
##### 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: 440256 97.43%
-# Correctly spam: 111855 43.53%
-# False positives: 11602 2.57%
-# False negatives: 145127 56.47%
-# TCR(l=50): 0.354347 SpamRecall: 43.526% SpamPrec: 90.602%
+# Correctly non-spam: 439813 97.38%
+# Correctly spam: 114197 43.24%
+# False positives: 11818 2.62%
+# False negatives: 149917 56.76%
+# TCR(l=50): 0.356517 SpamRecall: 43.238% SpamPrec: 90.622%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54878 97.40%
-# Correctly spam: 13940 43.43%
-# False positives: 1466 2.60%
-# False negatives: 18159 56.57%
-# TCR(l=50): 0.350966 SpamRecall: 43.428% SpamPrec: 90.484%
+# Correctly non-spam: 54778 97.27%
+# Correctly spam: 14480 43.84%
+# False positives: 1538 2.73%
+# False negatives: 18551 56.16%
+# TCR(l=50): 0.346052 SpamRecall: 43.838% SpamPrec: 90.398%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914476&r1=1914475&r2=1914476&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Dec 9 02:45:34 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421461 85.365% (99.322% of non-spam corpus)
-# Correctly spam: 27334 5.536% (39.400% of spam corpus)
-# False positives: 2878 0.583% (0.678% of nonspam, 32019 weighted)
-# False negatives: 42042 8.515% (60.600% of spam, 60373 weighted)
-# Average score for spam: 6.0 nonspam: -0.9
-# Average for false-pos: 6.8 false-neg: 1.4
-# TOTAL: 493715 100.00%
+# Correctly non-spam: 421761 85.426% (99.392% of non-spam corpus)
+# Correctly spam: 27293 5.528% (39.341% of spam corpus)
+# False positives: 2578 0.522% (0.608% of nonspam, 29556 weighted)
+# False negatives: 42082 8.524% (60.659% of spam, 60528 weighted)
+# Average score for spam: 6.0 nonspam: -1.0
+# Average for false-pos: 7.0 false-neg: 1.4
+# TOTAL: 493714 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52576 99.42%
-# Correctly spam: 3353 38.28%
-# False positives: 308 0.58%
-# False negatives: 5406 61.72%
-# TCR(l=50): 0.420984 SpamRecall: 38.281% SpamPrec: 91.587%
+# Correctly non-spam: 52578 99.42%
+# Correctly spam: 3357 38.33%
+# False positives: 306 0.58%
+# False negatives: 5402 61.67%
+# TCR(l=50): 0.423099 SpamRecall: 38.326% SpamPrec: 91.646%
##### 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: 14963 21.57%
+# Correctly spam: 14943 21.54%
# False positives: 1852 0.44%
-# False negatives: 54413 78.43%
-# TCR(l=50): 0.471904 SpamRecall: 21.568% SpamPrec: 88.986%
+# False negatives: 54432 78.46%
+# TCR(l=50): 0.471836 SpamRecall: 21.539% SpamPrec: 88.973%
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: 1877 21.43%
+# Correctly spam: 1883 21.50%
# False positives: 211 0.40%
-# False negatives: 6882 78.57%
-# TCR(l=50): 0.502467 SpamRecall: 21.429% SpamPrec: 89.895%
+# False negatives: 6876 78.50%
+# TCR(l=50): 0.502640 SpamRecall: 21.498% SpamPrec: 89.924%