Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914055&r1=1914054&r2=1914055&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Nov 23 02:43:44 2023
@@ -9,83 +9,82 @@ score AC_HTML_NONSENSE_TAGS 1.9
score AC_POST_EXTRAS 2.499
score ADMITS_SPAM 2.599
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.265
-score ADVANCE_FEE_3_NEW_MONEY 0.063
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.623
-score ADVANCE_FEE_4_NEW_MONEY 1.652
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.399
-score ADVANCE_FEE_5_NEW_MONEY 2.493
+score ADVANCE_FEE_3_NEW 3.267
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.686
+score ADVANCE_FEE_4_NEW_MONEY 1.654
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.597
+score ADVANCE_FEE_5_NEW_MONEY 2.419
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 0.619
-score BITCOIN_EXTORT_02 3.841
-score BITCOIN_MALF_HTML 2.569
+score BITCOIN_EXTORT_01 0.905
+score BITCOIN_EXTORT_02 2.304
+score BITCOIN_MALF_HTML 2.798
score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 2.347
-score BITCOIN_SPAM_02 0.786
-score BITCOIN_SPAM_04 1.500
+score BITCOIN_PAY_ME 2.282
+score BITCOIN_SPAM_02 0.537
+score BITCOIN_SPAM_04 1.499
score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_07 0.001
score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.634
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 1.099
+score BITCOIN_VISTA 0.001
+score BITCOIN_XPRIO 2.500
+score BITCOIN_YOUR_INFO 1.258
score BODY_SINGLE_WORD 0.898
-score BODY_URI_ONLY 2.504
-score BOGUS_MIME_VERSION 2.096
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 2.545
+score BOGUS_MIME_VERSION 2.098
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.244
-score DEAR_EMAIL_USER 0.804
-score DKIMWL_WL_HIGH -0.058
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 2.243
+score DKIMWL_WL_HIGH -0.088
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 0.899
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.499
+score FONT_INVIS_LONG_LINE 2.498
score FONT_INVIS_MSGID 0.552
-score FONT_INVIS_POSTEXTRAS 1.127
+score FONT_INVIS_POSTEXTRAS 0.756
score FORGED_SPF_HELO 1.799
-score FORM_FRAUD_5 2.500
+score FORM_FRAUD_5 2.499
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 2.399
-score FROM_ADDR_WS 1.049
+score FROM_ADDR_WS 1.048
score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.575
-score FROM_IN_TO_AND_SUBJ 1.127
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 1.499
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 2.299
score FROM_MISSP_EH_MATCH 1.999
score FROM_MISSP_FREEMAIL 2.499
-score FROM_MISSP_MSFT 0.519
-score FROM_MISSP_REPLYTO 2.073
-score FROM_MISSP_SPF_FAIL 1.396
+score FROM_MISSP_MSFT 0.522
+score FROM_MISSP_REPLYTO 2.068
+score FROM_MISSP_SPF_FAIL 1.350
score FROM_MISSP_USER 0.001
-score FROM_PAYPAL_SPOOF 1.366
+score FROM_PAYPAL_SPOOF 0.318
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.335
+score FROM_SUSPICIOUS_NTLD_FP 0.333
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 0.937
+score FSL_BULK_SIG 0.938
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 1.799
-score FSL_HELO_FAKE 1.357
+score FSL_HELO_FAKE 1.386
score FSL_NEW_HELO_USER 0.001
score FUZZY_BITCOIN 0.001
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 0.205
-score GB_CUSTOM_HTM_URI 1.500
-score GB_FAKE_RF_SHORT 1.156
+score GB_BITCOIN_CP 0.001
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.149
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.571
+score GB_HASHBL_BTC 1.530
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 2.842
-score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
-score HDRS_LCASE_IMGONLY 0.100
+score GOOG_STO_NOIMG_HTML 2.975
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+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
@@ -94,117 +93,116 @@ score HELO_MISC_IP 0.2
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 1.000
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.013
-score HOSTED_IMG_FREEM 2.616
+score HOSTED_IMG_DIRECT_MX 3.156
+score HOSTED_IMG_FREEM 2.614
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_PHPMAIL 2.499
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII_TINY 2.999
-score HTML_FONT_TINY_NORDNS 1.512
+score HTML_ENTITY_ASCII_TINY 2.998
+score HTML_FONT_TINY_NORDNS 1.054
score HTML_SINGLET_MANY 2.499
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 1.910
+score HTML_TEXT_INVISIBLE_STYLE 2.210
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.033
+score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.799
-score LONG_IMG_URI 2.997
-score LONG_INVISIBLE_TEXT 2.670
+score LONG_HEX_URI 2.800
+score LONG_IMG_URI 2.999
+score LONG_INVISIBLE_TEXT 2.678
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 3.199
-score MALWARE_NORDNS 3.095
+score MALWARE_NORDNS 2.403
score MALW_ATTACH 2.399
score MANY_SPAN_IN_TEXT 2.299
score MANY_SUBDOM 2.299
-score MAY_BE_FORGED 2.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.018
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIME_NO_TEXT 0.127
-score MIXED_ES 2.300
+score MILLION_USD 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001
+score MIME_NO_TEXT 0.523
+score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 1.361
-score MONEY_FORM 1.674
+score MONEY_ATM_CARD 0.294
+score MONEY_FORM 1.493
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.299
+score MONEY_FRAUD_3 1.656
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.152
+score MONEY_FREEMAIL_REPTO 2.220
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.672
-score NORDNS_LOW_CONTRAST 1.776
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.321
-score NUMBERONLY_BITCOIN_EXP 1.999
-score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.600
-score ODD_FREEM_REPTO 2.450
-score PDS_BAD_THREAD_QP_64 1.000
-score PDS_BTC_ID 0.499
+score NICE_REPLY_A -2.933
+score NORDNS_LOW_CONTRAST 1.840
+score NO_FM_NAME_IP_HOSTN 0.036
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 0.339
+score NUMBERONLY_BITCOIN_EXP 1.742
+score OBFU_BITCOIN 0.001 # force non-zero
+score OBFU_TEXT_ATTACH 1.599
+score ODD_FREEM_REPTO 2.448
+score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 2.579
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PHP_SCRIPT 2.500
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
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
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
score SCC_CANSPAM_2 2.999
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.005
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENER_SHORT_IMG 1.400
-score SHORT_SHORTNER 2.000
+score SENDGRID_REDIR 1.010
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 1.395
+score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.826
-score STATIC_XPRIO_OLE 1.259
-score STOX_BOUND_090909_B 1.148
+score SPOOFED_FREEM_REPTO 0.785
+score STATIC_XPRIO_OLE 1.266
+score STOX_BOUND_090909_B 0.921
score SUBJ_ATTENTION 0.499
score TEQF_USR_POLITE 1.999
score THIS_AD 1.099
-score TO_EQ_FM_DIRECT_MX 0.867
-score TO_EQ_FM_DOM_HTML_ONLY 1.999
-score TO_EQ_FM_DOM_SPF_FAIL 0.052
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.870
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.001
+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 2.242
+score TO_NO_BRKTS_MSFT 2.228
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 1.610
+score TO_NO_BRKTS_PCNT 1.639
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 2.821
-score URI_DOTEDU 0.503
+score UNICODE_OBFU_ZW_MANY 2.820
+score URI_DOTEDU 1.180
score URI_GOOGLE_PROXY 2.199
-score URI_IN_URI_5 3.200
-score URI_PHISH 1.627
-score URI_PHP_REDIR 2.817
+score URI_IN_URI_5 3.199
+score URI_PHISH 1.626
+score URI_PHP_REDIR 2.823
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.299
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 2.420
+score VISTA_COST 2.216
score VISTA_TONOM_EQ_TOLOC 2.499
score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
-score XPRIO 0.001 # force non-zero
+score XPRIO 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -290,7 +288,6 @@ 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
@@ -313,7 +310,6 @@ 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 MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914055&r1=1914054&r2=1914055&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Nov 23 02:43:44 2023
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 426760 58.173% (99.310% of non-spam corpus)
-# Correctly spam: 206653 28.170% (68.006% of spam corpus)
-# False positives: 2964 0.404% (0.690% of nonspam, 62624 weighted)
-# False negatives: 97222 13.253% (31.994% of spam, 204263 weighted)
-# Average score for spam: 7.8 nonspam: 0.7
+# Correctly non-spam: 426795 58.178% (99.318% of non-spam corpus)
+# Correctly spam: 206508 28.150% (67.958% of spam corpus)
+# False positives: 2929 0.399% (0.682% of nonspam, 62003 weighted)
+# False negatives: 97367 13.273% (32.042% of spam, 204023 weighted)
+# Average score for spam: 7.8 nonspam: 0.5
# Average for false-pos: 6.0 false-neg: 2.1
# TOTAL: 733599 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 53177 99.28%
-# Correctly spam: 24179 63.75%
+# Correctly spam: 24174 63.73%
# False positives: 384 0.72%
-# False negatives: 13750 36.25%
-# TCR(l=50): 1.151108 SpamRecall: 63.748% SpamPrec: 98.437%
+# False negatives: 13755 36.27%
+# TCR(l=50): 1.150933 SpamRecall: 63.735% SpamPrec: 98.436%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914055&r1=1914054&r2=1914055&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Nov 23 02:43:44 2023
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 401183 85.183% (99.447% of non-spam corpus)
-# Correctly spam: 27293 5.795% (40.403% of spam corpus)
-# False positives: 2230 0.473% (0.553% of nonspam, 23896 weighted)
-# False negatives: 40259 8.548% (59.597% of spam, 45859 weighted)
-# Average score for spam: 6.3 nonspam: -0.8
+# Correctly non-spam: 401186 85.184% (99.448% of non-spam corpus)
+# Correctly spam: 27276 5.792% (40.378% of spam corpus)
+# False positives: 2227 0.473% (0.552% of nonspam, 23815 weighted)
+# False negatives: 40276 8.552% (59.622% of spam, 45787 weighted)
+# Average score for spam: 6.4 nonspam: -0.9
# Average for false-pos: 6.4 false-neg: 1.1
# TOTAL: 470965 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: 50088 99.51%
-# Correctly spam: 3448 40.46%
-# False positives: 248 0.49%
-# False negatives: 5073 59.54%
-# TCR(l=50): 0.487667 SpamRecall: 40.465% SpamPrec: 93.290%
+# Correctly non-spam: 50093 99.52%
+# Correctly spam: 3445 40.43%
+# False positives: 243 0.48%
+# False negatives: 5076 59.57%
+# TCR(l=50): 0.494659 SpamRecall: 40.430% SpamPrec: 93.411%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914055&r1=1914054&r2=1914055&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Nov 23 02:43:44 2023
@@ -9,83 +9,82 @@ score AC_HTML_NONSENSE_TAGS 1.9
score AC_POST_EXTRAS 2.499
score ADMITS_SPAM 2.599
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.265
-score ADVANCE_FEE_3_NEW_MONEY 0.063
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.623
-score ADVANCE_FEE_4_NEW_MONEY 1.652
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.399
-score ADVANCE_FEE_5_NEW_MONEY 2.493
+score ADVANCE_FEE_3_NEW 3.267
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.686
+score ADVANCE_FEE_4_NEW_MONEY 1.654
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.597
+score ADVANCE_FEE_5_NEW_MONEY 2.419
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 0.619
-score BITCOIN_EXTORT_02 3.841
-score BITCOIN_MALF_HTML 2.569
+score BITCOIN_EXTORT_01 0.905
+score BITCOIN_EXTORT_02 2.304
+score BITCOIN_MALF_HTML 2.798
score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 2.347
-score BITCOIN_SPAM_02 0.786
-score BITCOIN_SPAM_04 1.500
+score BITCOIN_PAY_ME 2.282
+score BITCOIN_SPAM_02 0.537
+score BITCOIN_SPAM_04 1.499
score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_07 0.001
score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.634
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 1.099
+score BITCOIN_VISTA 0.001
+score BITCOIN_XPRIO 2.500
+score BITCOIN_YOUR_INFO 1.258
score BODY_SINGLE_WORD 0.898
-score BODY_URI_ONLY 2.504
-score BOGUS_MIME_VERSION 2.096
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 2.545
+score BOGUS_MIME_VERSION 2.098
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.244
-score DEAR_EMAIL_USER 0.804
-score DKIMWL_WL_HIGH -0.058
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 2.243
+score DKIMWL_WL_HIGH -0.088
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 0.899
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.499
+score FONT_INVIS_LONG_LINE 2.498
score FONT_INVIS_MSGID 0.552
-score FONT_INVIS_POSTEXTRAS 1.127
+score FONT_INVIS_POSTEXTRAS 0.756
score FORGED_SPF_HELO 1.799
-score FORM_FRAUD_5 2.500
+score FORM_FRAUD_5 2.499
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 2.399
-score FROM_ADDR_WS 1.049
+score FROM_ADDR_WS 1.048
score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.575
-score FROM_IN_TO_AND_SUBJ 1.127
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 1.499
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 2.299
score FROM_MISSP_EH_MATCH 1.999
score FROM_MISSP_FREEMAIL 2.499
-score FROM_MISSP_MSFT 0.519
-score FROM_MISSP_REPLYTO 2.073
-score FROM_MISSP_SPF_FAIL 1.396
+score FROM_MISSP_MSFT 0.522
+score FROM_MISSP_REPLYTO 2.068
+score FROM_MISSP_SPF_FAIL 1.350
score FROM_MISSP_USER 0.001
-score FROM_PAYPAL_SPOOF 1.366
+score FROM_PAYPAL_SPOOF 0.318
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.335
+score FROM_SUSPICIOUS_NTLD_FP 0.333
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 0.937
+score FSL_BULK_SIG 0.938
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 1.799
-score FSL_HELO_FAKE 1.357
+score FSL_HELO_FAKE 1.386
score FSL_NEW_HELO_USER 0.001
score FUZZY_BITCOIN 0.001
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 0.205
-score GB_CUSTOM_HTM_URI 1.500
-score GB_FAKE_RF_SHORT 1.156
+score GB_BITCOIN_CP 0.001
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.149
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.571
+score GB_HASHBL_BTC 1.530
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 2.842
-score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
-score HDRS_LCASE_IMGONLY 0.100
+score GOOG_STO_NOIMG_HTML 2.975
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+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
@@ -94,117 +93,116 @@ score HELO_MISC_IP 0.2
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 1.000
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.013
-score HOSTED_IMG_FREEM 2.616
+score HOSTED_IMG_DIRECT_MX 3.156
+score HOSTED_IMG_FREEM 2.614
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_PHPMAIL 2.499
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII_TINY 2.999
-score HTML_FONT_TINY_NORDNS 1.512
+score HTML_ENTITY_ASCII_TINY 2.998
+score HTML_FONT_TINY_NORDNS 1.054
score HTML_SINGLET_MANY 2.499
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 1.910
+score HTML_TEXT_INVISIBLE_STYLE 2.210
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.033
+score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.799
-score LONG_IMG_URI 2.997
-score LONG_INVISIBLE_TEXT 2.670
+score LONG_HEX_URI 2.800
+score LONG_IMG_URI 2.999
+score LONG_INVISIBLE_TEXT 2.678
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 3.199
-score MALWARE_NORDNS 3.095
+score MALWARE_NORDNS 2.403
score MALW_ATTACH 2.399
score MANY_SPAN_IN_TEXT 2.299
score MANY_SUBDOM 2.299
-score MAY_BE_FORGED 2.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.018
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIME_NO_TEXT 0.127
-score MIXED_ES 2.300
+score MILLION_USD 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001
+score MIME_NO_TEXT 0.523
+score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 1.361
-score MONEY_FORM 1.674
+score MONEY_ATM_CARD 0.294
+score MONEY_FORM 1.493
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.299
+score MONEY_FRAUD_3 1.656
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.152
+score MONEY_FREEMAIL_REPTO 2.220
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.672
-score NORDNS_LOW_CONTRAST 1.776
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.321
-score NUMBERONLY_BITCOIN_EXP 1.999
-score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.600
-score ODD_FREEM_REPTO 2.450
-score PDS_BAD_THREAD_QP_64 1.000
-score PDS_BTC_ID 0.499
+score NICE_REPLY_A -2.933
+score NORDNS_LOW_CONTRAST 1.840
+score NO_FM_NAME_IP_HOSTN 0.036
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 0.339
+score NUMBERONLY_BITCOIN_EXP 1.742
+score OBFU_BITCOIN 0.001 # force non-zero
+score OBFU_TEXT_ATTACH 1.599
+score ODD_FREEM_REPTO 2.448
+score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 2.579
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PHP_SCRIPT 2.500
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
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
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
score SCC_CANSPAM_2 2.999
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.005
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENER_SHORT_IMG 1.400
-score SHORT_SHORTNER 2.000
+score SENDGRID_REDIR 1.010
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 1.395
+score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.826
-score STATIC_XPRIO_OLE 1.259
-score STOX_BOUND_090909_B 1.148
+score SPOOFED_FREEM_REPTO 0.785
+score STATIC_XPRIO_OLE 1.266
+score STOX_BOUND_090909_B 0.921
score SUBJ_ATTENTION 0.499
score TEQF_USR_POLITE 1.999
score THIS_AD 1.099
-score TO_EQ_FM_DIRECT_MX 0.867
-score TO_EQ_FM_DOM_HTML_ONLY 1.999
-score TO_EQ_FM_DOM_SPF_FAIL 0.052
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.870
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.001
+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 2.242
+score TO_NO_BRKTS_MSFT 2.228
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 1.610
+score TO_NO_BRKTS_PCNT 1.639
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 2.821
-score URI_DOTEDU 0.503
+score UNICODE_OBFU_ZW_MANY 2.820
+score URI_DOTEDU 1.180
score URI_GOOGLE_PROXY 2.199
-score URI_IN_URI_5 3.200
-score URI_PHISH 1.627
-score URI_PHP_REDIR 2.817
+score URI_IN_URI_5 3.199
+score URI_PHISH 1.626
+score URI_PHP_REDIR 2.823
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.299
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 2.420
+score VISTA_COST 2.216
score VISTA_TONOM_EQ_TOLOC 2.499
score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
-score XPRIO 0.001 # force non-zero
+score XPRIO 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -290,7 +288,6 @@ 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
@@ -313,7 +310,6 @@ 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 MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914055&r1=1914054&r2=1914055&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Nov 23 02:43:44 2023
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 426760 58.173% (99.310% of non-spam corpus)
-# Correctly spam: 206653 28.170% (68.006% of spam corpus)
-# False positives: 2964 0.404% (0.690% of nonspam, 62624 weighted)
-# False negatives: 97222 13.253% (31.994% of spam, 204263 weighted)
-# Average score for spam: 7.8 nonspam: 0.7
+# Correctly non-spam: 426795 58.178% (99.318% of non-spam corpus)
+# Correctly spam: 206508 28.150% (67.958% of spam corpus)
+# False positives: 2929 0.399% (0.682% of nonspam, 62003 weighted)
+# False negatives: 97367 13.273% (32.042% of spam, 204023 weighted)
+# Average score for spam: 7.8 nonspam: 0.5
# Average for false-pos: 6.0 false-neg: 2.1
# TOTAL: 733599 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 53177 99.28%
-# Correctly spam: 24179 63.75%
+# Correctly spam: 24174 63.73%
# False positives: 384 0.72%
-# False negatives: 13750 36.25%
-# TCR(l=50): 1.151108 SpamRecall: 63.748% SpamPrec: 98.437%
+# False negatives: 13755 36.27%
+# TCR(l=50): 1.150933 SpamRecall: 63.735% SpamPrec: 98.436%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914055&r1=1914054&r2=1914055&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Nov 23 02:43:44 2023
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 401183 85.183% (99.447% of non-spam corpus)
-# Correctly spam: 27293 5.795% (40.403% of spam corpus)
-# False positives: 2230 0.473% (0.553% of nonspam, 23896 weighted)
-# False negatives: 40259 8.548% (59.597% of spam, 45859 weighted)
-# Average score for spam: 6.3 nonspam: -0.8
+# Correctly non-spam: 401186 85.184% (99.448% of non-spam corpus)
+# Correctly spam: 27276 5.792% (40.378% of spam corpus)
+# False positives: 2227 0.473% (0.552% of nonspam, 23815 weighted)
+# False negatives: 40276 8.552% (59.622% of spam, 45787 weighted)
+# Average score for spam: 6.4 nonspam: -0.9
# Average for false-pos: 6.4 false-neg: 1.1
# TOTAL: 470965 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: 50088 99.51%
-# Correctly spam: 3448 40.46%
-# False positives: 248 0.49%
-# False negatives: 5073 59.54%
-# TCR(l=50): 0.487667 SpamRecall: 40.465% SpamPrec: 93.290%
+# Correctly non-spam: 50093 99.52%
+# Correctly spam: 3445 40.43%
+# False positives: 243 0.48%
+# False negatives: 5076 59.57%
+# TCR(l=50): 0.494659 SpamRecall: 40.430% SpamPrec: 93.411%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...