Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914546&r1=1914545&r2=1914546&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Dec 12 02:44:42 2023
@@ -4,81 +4,81 @@
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 0.313
+score AC_POST_EXTRAS 0.747
score ADMITS_SPAM 2.299
-score ADVANCE_FEE_2_NEW_MONEY 1.044
+score ADVANCE_FEE_2_NEW_MONEY 1.049
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_MONEY 0.308
+score ADVANCE_FEE_4_NEW_MONEY 0.133
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.418
-score AD_PREFS 0.061
+score ADVANCE_FEE_5_NEW_MONEY 1.948
+score AD_PREFS 0.100
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 1.302
+score BITCOIN_EXTORT_01 0.235
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_ONAN 2.691
-score BITCOIN_PAY_ME 2.394
-score BITCOIN_SPAM_02 0.903
+score BITCOIN_ONAN 2.639
+score BITCOIN_PAY_ME 2.151
+score BITCOIN_SPAM_02 1.354
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 3.336
+score BITCOIN_SPAM_07 0.528
+score BITCOIN_TOEQFM 3.499
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 0.899
+score BITCOIN_XPRIO 1.349
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.289
+score BODY_URI_ONLY 2.270
score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.527
+score DEAR_BENEFICIARY 0.079
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DYNAMIC_IMGUR 2.608
+score DKIMWL_WL_MEDHI -0.001
+score DYNAMIC_IMGUR 3.749
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.500
+score FILL_THIS_FORM 0.600
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.851
-score FONT_INVIS_NORDNS 0.440
-score FONT_INVIS_POSTEXTRAS 3.499
+score FONT_INVIS_MSGID 1.808
+score FONT_INVIS_NORDNS 0.541
+score FONT_INVIS_POSTEXTRAS 3.100
score FORGED_SPF_HELO 2.800
-score FORM_FRAUD_5 2.699
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FORM_FRAUD_5 2.663
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.991
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.123
score FROM_IN_TO_AND_SUBJ 1.189
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.301
-score FROM_MISSP_FREEMAIL 1.960
-score FROM_MISSP_MSFT 1.649
-score FROM_MISSP_REPLYTO 1.883
-score FROM_MISSP_SPF_FAIL 1.784
-score FROM_MISSP_TO_UNDISC 3.101
+score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 1.297
+score FROM_MISSP_FREEMAIL 1.951
+score FROM_MISSP_MSFT 1.349
+score FROM_MISSP_REPLYTO 1.886
+score FROM_MISSP_SPF_FAIL 1.878
+score FROM_MISSP_TO_UNDISC 3.599
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.500
-score FROM_PAYPAL_SPOOF 1.048
+score FROM_MISSP_XPRIO 2.499
+score FROM_PAYPAL_SPOOF 1.271
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.299
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 2.070
-score FSL_CTYPE_WIN1251 0.442
+score FSL_BULK_SIG 2.055
+score FSL_CTYPE_WIN1251 0.436
score FSL_HAS_TINYURL 2.299
-score FSL_NEW_HELO_USER 0.001
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_AMAZON 2.499
-score FUZZY_BITCOIN 2.030
+score FUZZY_BITCOIN 1.097
score FUZZY_WALLET 1.899
score GB_BITCOIN_CP 0.001
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.127
+score GB_FAKE_RF_SHORT 1.125
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.973
+score GB_HASHBL_BTC 1.388
score GOOG_REDIR_NORDNS 0.001
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
@@ -93,55 +93,55 @@ score HELO_NO_DOMAIN 0.0
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.979
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 3.010
+score HOSTED_IMG_FREEM 3.011
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 1.000
-score HTML_ENTITY_ASCII_TINY 2.999
+score HTML_BADATTR 0.001
+score HTML_ENTITY_ASCII_TINY 3.000
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.793
-score HTML_TEXT_INVISIBLE_STYLE 2.546
+score HTML_TEXT_INVISIBLE_FONT 1.845
+score HTML_TEXT_INVISIBLE_STYLE 2.530
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.260
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.939
-score LONG_INVISIBLE_TEXT 2.698
+score LONG_IMG_URI 2.940
+score LONG_INVISIBLE_TEXT 2.699
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.699
-score MALWARE_NORDNS 2.106
-score MILLION_HUNDRED 0.308
+score MALWARE_NORDNS 1.212
+score MILLION_HUNDRED 0.001
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.504
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.994
+score MONEY_FORM_SHORT 1.892
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 1.361
-score MONEY_FRAUD_8 1.771
-score MONEY_FREEMAIL_REPTO 1.320
+score MONEY_FRAUD_5 0.901
+score MONEY_FRAUD_8 1.098
+score MONEY_FREEMAIL_REPTO 1.384
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.345
+score MONEY_NOHTML 1.810
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.501
+score NICE_REPLY_A -2.535
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 0.353
+score OBFU_BITCOIN 0.842
score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.597
+score ODD_FREEM_REPTO 2.598
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.299
+score PDS_BTC_ID 0.500
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_NAME_TO_DOMAIN 1.999
@@ -149,46 +149,46 @@ score PDS_HELO_SPF_FAIL 1.9
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.499
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 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 1.482
+score SCC_CANSPAM_2 1.925
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 0.877
+score SENDGRID_REDIR 0.620
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.399
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.870
+score SPOOFED_FREEM_REPTO 0.355
score STATIC_XPRIO_OLE 0.767
score STOX_BOUND_090909_B 0.001
score SUBJ_ATTENTION 0.499
score THIS_AD 0.699
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.878
-score TO_EQ_FM_SPF_FAIL 0.499
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_DOM_SPF_FAIL 0.866
+score TO_EQ_FM_SPF_FAIL 0.510
+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_MSFT 2.477
+score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_MSFT 2.476
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.299
+score TO_NO_BRKTS_PCNT 2.289
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 3.000
-score URI_DOTEDU 0.133
+score UNDISC_MONEY 2.899
+score UNICODE_OBFU_ZW_MANY 2.999
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.699
score URI_IN_URI_5 3.299
-score URI_PHISH 4.000
-score URI_PHP_REDIR 2.416
+score URI_PHISH 3.999
+score URI_PHP_REDIR 2.489
score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
@@ -197,8 +197,8 @@ score VISTA_TONOM_EQ_TOLOC 2.4
score WIKI_IMG 1.999
score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.529
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_DIGITS_ONLY 1.508
score XM_RANDOM 2.499
score XM_UC_ONLY 2.499
score XPRIO 0.001
@@ -291,7 +291,6 @@ score GOOG_STO_IMG_NOHTML 1.0
score HAS_X_NO_RELAY 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
-score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914546&r1=1914545&r2=1914546&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Dec 12 02:44:42 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 448478 61.983% (99.230% of non-spam corpus)
-# Correctly spam: 171714 23.732% (63.226% of spam corpus)
-# False positives: 3478 0.481% (0.770% of nonspam, 65864 weighted)
-# False negatives: 99875 13.804% (36.774% of spam, 200246 weighted)
-# Average score for spam: 6.5 nonspam: 0.6
+# Correctly non-spam: 448379 62.526% (99.252% of non-spam corpus)
+# Correctly spam: 166201 23.176% (62.634% of spam corpus)
+# False positives: 3381 0.471% (0.748% of nonspam, 62744 weighted)
+# False negatives: 99152 13.827% (37.366% of spam, 201942 weighted)
+# Average score for spam: 6.6 nonspam: 0.5
# Average for false-pos: 6.3 false-neg: 2.0
-# TOTAL: 723545 100.00%
+# TOTAL: 717113 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55980 99.34%
-# Correctly spam: 21175 62.36%
-# False positives: 373 0.66%
-# False negatives: 12783 37.64%
-# TCR(l=50): 1.080330 SpamRecall: 62.356% SpamPrec: 98.269%
+# Correctly non-spam: 55920 99.26%
+# Correctly spam: 20503 61.76%
+# False positives: 415 0.74%
+# False negatives: 12694 38.24%
+# TCR(l=50): 0.992615 SpamRecall: 61.762% SpamPrec: 98.016%
##### 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: 440089 97.37%
-# Correctly spam: 115492 42.52%
-# False positives: 11867 2.63%
-# False negatives: 156097 57.48%
-# TCR(l=50): 0.362386 SpamRecall: 42.525% SpamPrec: 90.682%
+# Correctly non-spam: 440409 97.49%
+# Correctly spam: 110047 41.47%
+# False positives: 11351 2.51%
+# False negatives: 155306 58.53%
+# TCR(l=50): 0.367090 SpamRecall: 41.472% SpamPrec: 90.650%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54904 97.43%
-# Correctly spam: 14253 41.97%
-# False positives: 1449 2.57%
-# False negatives: 19705 58.03%
-# TCR(l=50): 0.368488 SpamRecall: 41.972% SpamPrec: 90.772%
+# Correctly non-spam: 54862 97.39%
+# Correctly spam: 13767 41.47%
+# False positives: 1473 2.61%
+# False negatives: 19430 58.53%
+# TCR(l=50): 0.356650 SpamRecall: 41.471% SpamPrec: 90.335%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914546&r1=1914545&r2=1914546&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Dec 12 02:44:42 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 430769 85.339% (99.396% of non-spam corpus)
-# Correctly spam: 26853 5.320% (37.616% of spam corpus)
-# False positives: 2618 0.519% (0.604% of nonspam, 30335 weighted)
-# False negatives: 44534 8.823% (62.384% of spam, 67685 weighted)
+# Correctly non-spam: 430440 85.274% (99.320% of non-spam corpus)
+# Correctly spam: 26839 5.317% (37.598% of spam corpus)
+# False positives: 2947 0.584% (0.680% of nonspam, 33034 weighted)
+# False negatives: 44546 8.825% (62.402% of spam, 67799 weighted)
# Average score for spam: 5.5 nonspam: -0.9
-# Average for false-pos: 7.0 false-neg: 1.5
-# TOTAL: 504774 100.00%
+# Average for false-pos: 6.8 false-neg: 1.5
+# TOTAL: 504772 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53680 99.39%
-# Correctly spam: 3411 37.91%
-# False positives: 329 0.61%
-# False negatives: 5587 62.09%
-# TCR(l=50): 0.408313 SpamRecall: 37.908% SpamPrec: 91.203%
+# Correctly non-spam: 53679 99.39%
+# Correctly spam: 3416 37.96%
+# False positives: 330 0.61%
+# False negatives: 5582 62.04%
+# TCR(l=50): 0.407481 SpamRecall: 37.964% SpamPrec: 91.191%
##### 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: 431752 99.62%
-# Correctly spam: 13735 19.24%
+# Correctly spam: 13738 19.24%
# False positives: 1635 0.38%
-# False negatives: 57652 80.76%
-# TCR(l=50): 0.512095 SpamRecall: 19.240% SpamPrec: 89.362%
+# False negatives: 57647 80.76%
+# TCR(l=50): 0.512099 SpamRecall: 19.245% SpamPrec: 89.364%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 53807 99.63%
-# Correctly spam: 1730 19.23%
+# Correctly spam: 1739 19.33%
# False positives: 202 0.37%
-# False negatives: 7268 80.77%
-# TCR(l=50): 0.518079 SpamRecall: 19.226% SpamPrec: 89.545%
+# False negatives: 7259 80.67%
+# TCR(l=50): 0.518348 SpamRecall: 19.327% SpamPrec: 89.593%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914546&r1=1914545&r2=1914546&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Dec 12 02:44:42 2023
@@ -4,81 +4,81 @@
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 0.313
+score AC_POST_EXTRAS 0.747
score ADMITS_SPAM 2.299
-score ADVANCE_FEE_2_NEW_MONEY 1.044
+score ADVANCE_FEE_2_NEW_MONEY 1.049
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_MONEY 0.308
+score ADVANCE_FEE_4_NEW_MONEY 0.133
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.418
-score AD_PREFS 0.061
+score ADVANCE_FEE_5_NEW_MONEY 1.948
+score AD_PREFS 0.100
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 1.302
+score BITCOIN_EXTORT_01 0.235
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_ONAN 2.691
-score BITCOIN_PAY_ME 2.394
-score BITCOIN_SPAM_02 0.903
+score BITCOIN_ONAN 2.639
+score BITCOIN_PAY_ME 2.151
+score BITCOIN_SPAM_02 1.354
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 3.336
+score BITCOIN_SPAM_07 0.528
+score BITCOIN_TOEQFM 3.499
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 0.899
+score BITCOIN_XPRIO 1.349
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.289
+score BODY_URI_ONLY 2.270
score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.527
+score DEAR_BENEFICIARY 0.079
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DYNAMIC_IMGUR 2.608
+score DKIMWL_WL_MEDHI -0.001
+score DYNAMIC_IMGUR 3.749
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.500
+score FILL_THIS_FORM 0.600
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.851
-score FONT_INVIS_NORDNS 0.440
-score FONT_INVIS_POSTEXTRAS 3.499
+score FONT_INVIS_MSGID 1.808
+score FONT_INVIS_NORDNS 0.541
+score FONT_INVIS_POSTEXTRAS 3.100
score FORGED_SPF_HELO 2.800
-score FORM_FRAUD_5 2.699
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FORM_FRAUD_5 2.663
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.991
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.123
score FROM_IN_TO_AND_SUBJ 1.189
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.301
-score FROM_MISSP_FREEMAIL 1.960
-score FROM_MISSP_MSFT 1.649
-score FROM_MISSP_REPLYTO 1.883
-score FROM_MISSP_SPF_FAIL 1.784
-score FROM_MISSP_TO_UNDISC 3.101
+score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 1.297
+score FROM_MISSP_FREEMAIL 1.951
+score FROM_MISSP_MSFT 1.349
+score FROM_MISSP_REPLYTO 1.886
+score FROM_MISSP_SPF_FAIL 1.878
+score FROM_MISSP_TO_UNDISC 3.599
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.500
-score FROM_PAYPAL_SPOOF 1.048
+score FROM_MISSP_XPRIO 2.499
+score FROM_PAYPAL_SPOOF 1.271
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.299
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 2.070
-score FSL_CTYPE_WIN1251 0.442
+score FSL_BULK_SIG 2.055
+score FSL_CTYPE_WIN1251 0.436
score FSL_HAS_TINYURL 2.299
-score FSL_NEW_HELO_USER 0.001
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_AMAZON 2.499
-score FUZZY_BITCOIN 2.030
+score FUZZY_BITCOIN 1.097
score FUZZY_WALLET 1.899
score GB_BITCOIN_CP 0.001
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.127
+score GB_FAKE_RF_SHORT 1.125
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.973
+score GB_HASHBL_BTC 1.388
score GOOG_REDIR_NORDNS 0.001
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
@@ -93,55 +93,55 @@ score HELO_NO_DOMAIN 0.0
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.979
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 3.010
+score HOSTED_IMG_FREEM 3.011
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 1.000
-score HTML_ENTITY_ASCII_TINY 2.999
+score HTML_BADATTR 0.001
+score HTML_ENTITY_ASCII_TINY 3.000
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.793
-score HTML_TEXT_INVISIBLE_STYLE 2.546
+score HTML_TEXT_INVISIBLE_FONT 1.845
+score HTML_TEXT_INVISIBLE_STYLE 2.530
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.260
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.939
-score LONG_INVISIBLE_TEXT 2.698
+score LONG_IMG_URI 2.940
+score LONG_INVISIBLE_TEXT 2.699
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.699
-score MALWARE_NORDNS 2.106
-score MILLION_HUNDRED 0.308
+score MALWARE_NORDNS 1.212
+score MILLION_HUNDRED 0.001
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.504
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.994
+score MONEY_FORM_SHORT 1.892
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 1.361
-score MONEY_FRAUD_8 1.771
-score MONEY_FREEMAIL_REPTO 1.320
+score MONEY_FRAUD_5 0.901
+score MONEY_FRAUD_8 1.098
+score MONEY_FREEMAIL_REPTO 1.384
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.345
+score MONEY_NOHTML 1.810
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.501
+score NICE_REPLY_A -2.535
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 0.353
+score OBFU_BITCOIN 0.842
score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.597
+score ODD_FREEM_REPTO 2.598
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.299
+score PDS_BTC_ID 0.500
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_NAME_TO_DOMAIN 1.999
@@ -149,46 +149,46 @@ score PDS_HELO_SPF_FAIL 1.9
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.499
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 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 1.482
+score SCC_CANSPAM_2 1.925
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 0.877
+score SENDGRID_REDIR 0.620
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.399
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.870
+score SPOOFED_FREEM_REPTO 0.355
score STATIC_XPRIO_OLE 0.767
score STOX_BOUND_090909_B 0.001
score SUBJ_ATTENTION 0.499
score THIS_AD 0.699
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.878
-score TO_EQ_FM_SPF_FAIL 0.499
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_DOM_SPF_FAIL 0.866
+score TO_EQ_FM_SPF_FAIL 0.510
+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_MSFT 2.477
+score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_MSFT 2.476
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.299
+score TO_NO_BRKTS_PCNT 2.289
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 3.000
-score URI_DOTEDU 0.133
+score UNDISC_MONEY 2.899
+score UNICODE_OBFU_ZW_MANY 2.999
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.699
score URI_IN_URI_5 3.299
-score URI_PHISH 4.000
-score URI_PHP_REDIR 2.416
+score URI_PHISH 3.999
+score URI_PHP_REDIR 2.489
score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
@@ -197,8 +197,8 @@ score VISTA_TONOM_EQ_TOLOC 2.4
score WIKI_IMG 1.999
score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.529
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_DIGITS_ONLY 1.508
score XM_RANDOM 2.499
score XM_UC_ONLY 2.499
score XPRIO 0.001
@@ -291,7 +291,6 @@ score GOOG_STO_IMG_NOHTML 1.0
score HAS_X_NO_RELAY 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
-score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914546&r1=1914545&r2=1914546&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Dec 12 02:44:42 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 448478 61.983% (99.230% of non-spam corpus)
-# Correctly spam: 171714 23.732% (63.226% of spam corpus)
-# False positives: 3478 0.481% (0.770% of nonspam, 65864 weighted)
-# False negatives: 99875 13.804% (36.774% of spam, 200246 weighted)
-# Average score for spam: 6.5 nonspam: 0.6
+# Correctly non-spam: 448379 62.526% (99.252% of non-spam corpus)
+# Correctly spam: 166201 23.176% (62.634% of spam corpus)
+# False positives: 3381 0.471% (0.748% of nonspam, 62744 weighted)
+# False negatives: 99152 13.827% (37.366% of spam, 201942 weighted)
+# Average score for spam: 6.6 nonspam: 0.5
# Average for false-pos: 6.3 false-neg: 2.0
-# TOTAL: 723545 100.00%
+# TOTAL: 717113 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55980 99.34%
-# Correctly spam: 21175 62.36%
-# False positives: 373 0.66%
-# False negatives: 12783 37.64%
-# TCR(l=50): 1.080330 SpamRecall: 62.356% SpamPrec: 98.269%
+# Correctly non-spam: 55920 99.26%
+# Correctly spam: 20503 61.76%
+# False positives: 415 0.74%
+# False negatives: 12694 38.24%
+# TCR(l=50): 0.992615 SpamRecall: 61.762% SpamPrec: 98.016%
##### 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: 440089 97.37%
-# Correctly spam: 115492 42.52%
-# False positives: 11867 2.63%
-# False negatives: 156097 57.48%
-# TCR(l=50): 0.362386 SpamRecall: 42.525% SpamPrec: 90.682%
+# Correctly non-spam: 440409 97.49%
+# Correctly spam: 110047 41.47%
+# False positives: 11351 2.51%
+# False negatives: 155306 58.53%
+# TCR(l=50): 0.367090 SpamRecall: 41.472% SpamPrec: 90.650%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54904 97.43%
-# Correctly spam: 14253 41.97%
-# False positives: 1449 2.57%
-# False negatives: 19705 58.03%
-# TCR(l=50): 0.368488 SpamRecall: 41.972% SpamPrec: 90.772%
+# Correctly non-spam: 54862 97.39%
+# Correctly spam: 13767 41.47%
+# False positives: 1473 2.61%
+# False negatives: 19430 58.53%
+# TCR(l=50): 0.356650 SpamRecall: 41.471% SpamPrec: 90.335%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914546&r1=1914545&r2=1914546&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Dec 12 02:44:42 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 430769 85.339% (99.396% of non-spam corpus)
-# Correctly spam: 26853 5.320% (37.616% of spam corpus)
-# False positives: 2618 0.519% (0.604% of nonspam, 30335 weighted)
-# False negatives: 44534 8.823% (62.384% of spam, 67685 weighted)
+# Correctly non-spam: 430440 85.274% (99.320% of non-spam corpus)
+# Correctly spam: 26839 5.317% (37.598% of spam corpus)
+# False positives: 2947 0.584% (0.680% of nonspam, 33034 weighted)
+# False negatives: 44546 8.825% (62.402% of spam, 67799 weighted)
# Average score for spam: 5.5 nonspam: -0.9
-# Average for false-pos: 7.0 false-neg: 1.5
-# TOTAL: 504774 100.00%
+# Average for false-pos: 6.8 false-neg: 1.5
+# TOTAL: 504772 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53680 99.39%
-# Correctly spam: 3411 37.91%
-# False positives: 329 0.61%
-# False negatives: 5587 62.09%
-# TCR(l=50): 0.408313 SpamRecall: 37.908% SpamPrec: 91.203%
+# Correctly non-spam: 53679 99.39%
+# Correctly spam: 3416 37.96%
+# False positives: 330 0.61%
+# False negatives: 5582 62.04%
+# TCR(l=50): 0.407481 SpamRecall: 37.964% SpamPrec: 91.191%
##### 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: 431752 99.62%
-# Correctly spam: 13735 19.24%
+# Correctly spam: 13738 19.24%
# False positives: 1635 0.38%
-# False negatives: 57652 80.76%
-# TCR(l=50): 0.512095 SpamRecall: 19.240% SpamPrec: 89.362%
+# False negatives: 57647 80.76%
+# TCR(l=50): 0.512099 SpamRecall: 19.245% SpamPrec: 89.364%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 53807 99.63%
-# Correctly spam: 1730 19.23%
+# Correctly spam: 1739 19.33%
# False positives: 202 0.37%
-# False negatives: 7268 80.77%
-# TCR(l=50): 0.518079 SpamRecall: 19.226% SpamPrec: 89.545%
+# False negatives: 7259 80.67%
+# TCR(l=50): 0.518348 SpamRecall: 19.327% SpamPrec: 89.593%