Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915486&r1=1915485&r2=1915486&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jan 31 02:44:10 2024
@@ -4,201 +4,200 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.993
-score ADMITS_SPAM 1.897
+score AC_POST_EXTRAS 0.734
+score ADMITS_SPAM 1.997
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 1.938
-score ADVANCE_FEE_3_NEW_MONEY 2.399
-score ADVANCE_FEE_4_NEW_MONEY 1.127
+score ADVANCE_FEE_3_NEW 1.811
+score ADVANCE_FEE_3_NEW_MONEY 1.927
+score ADVANCE_FEE_4_NEW_MONEY 1.379
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.095
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.296
-score BITCOIN_DEADLINE 1.432
-score BITCOIN_EXTORT_01 2.551
+score BITCOIN_DEADLINE 1.408
+score BITCOIN_EXTORT_01 2.498
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 1.876
-score BITCOIN_SPAM_02 1.869
-score BITCOIN_SPAM_05 0.713
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_SPAM_09 1.263
+score BITCOIN_PAY_ME 1.903
+score BITCOIN_SPAM_02 1.628
+score BITCOIN_SPAM_05 1.021
+score BITCOIN_SPAM_07 0.656
+score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001 # force non-zero
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.985
+score BITCOIN_YOUR_INFO 2.989
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 1.182
+score BODY_SINGLE_WORD 1.209
score BODY_URI_ONLY 0.001
score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.326
-score DKIMWL_WL_HIGH -1.292
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 2.283
+score DKIMWL_WL_HIGH -1.564
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.375
+score FILL_THIS_FORM 0.222
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 0.553
-score FONT_INVIS_POSTEXTRAS 1.798
+score FONT_INVIS_LONG_LINE 2.817
+score FONT_INVIS_MSGID 0.548
+score FONT_INVIS_POSTEXTRAS 3.056
score FORGED_SPF_HELO 3.096
-score FORM_FRAUD_5 0.943
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_ADDR_WS 0.086
+score FORM_FRAUD_5 0.925
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 0.098
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.061
+score FROM_GOV_DKIM_AU -0.850
+score FROM_IN_TO_AND_SUBJ 0.943
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.498
+score FROM_MISSP_DYNIP 0.467
score FROM_MISSP_EH_MATCH 1.997
score FROM_MISSP_FREEMAIL 3.196
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.892
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 3.560
+score FROM_MISSP_REPLYTO 0.921
+score FROM_MISSP_SPF_FAIL 1.887
+score FROM_MISSP_TO_UNDISC 2.134
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_PAYPAL_SPOOF 0.347
+score FROM_PAYPAL_SPOOF 0.335
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 1.930
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 1.010
-score FUZZY_IMPORTANT 1.989
+score FUZZY_BITCOIN 2.827
+score FUZZY_IMPORTANT 1.995
score FUZZY_PRIVACY 2.896
score FUZZY_SPRM 2.397
-score FUZZY_WALLET 0.107
-score GB_BITCOIN_CP 2.249
+score FUZZY_WALLET 0.099
+score GB_BITCOIN_CP 1.694
score GB_CUSTOM_HTM_URI 1.498
-score GB_FAKE_RF_SHORT 1.317
-score GB_FREEMAIL_DISPTO 0.001
+score GB_FAKE_RF_SHORT 1.517
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 1.954
-score GOOG_STO_IMG_HTML 2.725
-score GOOG_STO_NOIMG_HTML 2.770
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.976
-score HDR_ORDER_FTSDMCXX_DIRECT 1.827
-score HDR_ORDER_FTSDMCXX_NORDNS 1.327
+score GOOG_REDIR_NORDNS 1.965
+score GOOG_STO_IMG_HTML 2.723
+score GOOG_STO_NOIMG_HTML 2.730
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.980
+score HDR_ORDER_FTSDMCXX_DIRECT 1.860
+score HDR_ORDER_FTSDMCXX_NORDNS 2.504
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001
-score HK_NAME_MR_MRS 0.998
+score HELO_NO_DOMAIN 0.462
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 2.790
+score HOSTED_IMG_FREEM 2.793
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_BADATTR 0.998
-score HTML_FONT_TINY_NORDNS 1.723
+score HTML_FONT_TINY_NORDNS 1.714
score HTML_SINGLET_MANY 2.497
score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.132
+score HTML_TEXT_INVISIBLE_STYLE 2.142
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 2.190
-score LONG_HEX_URI 1.794
-score LONG_IMG_URI 0.438
-score LONG_INVISIBLE_TEXT 2.503
+score LONGLN_LOW_CONTRAST 2.369
+score LONG_HEX_URI 1.798
+score LONG_IMG_URI 0.440
+score LONG_INVISIBLE_TEXT 2.302
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
score MANY_SUBDOM 3.296
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.185
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MILLION_USD 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.497
score MIXED_ES 2.197
-score MIXED_FONT_CASE 0.754
-score MIXED_HREF_CASE 1.997
+score MIXED_FONT_CASE 2.008
+score MIXED_HREF_CASE 1.998
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.793
+score MONEY_FORM 1.120
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.498
+score MONEY_FRAUD_3 2.399
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.596
-score MONEY_FREEMAIL_REPTO 1.077
+score MONEY_FRAUD_8 2.597
+score MONEY_FREEMAIL_REPTO 1.079
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.497
-score NA_DOLLARS 0.814
-score NICE_REPLY_A -1.281
-score NORDNS_LOW_CONTRAST 0.377
-score NO_FM_NAME_IP_HOSTN 0.340
+score NA_DOLLARS 0.797
+score NICE_REPLY_A -0.917
+score NORDNS_LOW_CONTRAST 0.228
+score NO_FM_NAME_IP_HOSTN 0.328
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 2.411
-score OBFU_TEXT_ATTACH 1.043
-score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.512
+score NSL_RCVD_HELO_USER 0.136
+score OBFU_BITCOIN 1.135
+score OBFU_TEXT_ATTACH 0.900
+score PDS_BTC_ID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.416
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.195
-score PDS_FROM_NAME_TO_DOMAIN 1.370
+score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_NAME_TO_DOMAIN 1.577
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.796
-score PHP_SCRIPT 1.748
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PHP_SCRIPT 1.759
score POSTCARD_03 2.596
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.597
-score RATWARE_NO_RDNS 1.401
-score RCVD_DOTEDU_SUSP 1.578
-score RCVD_DOTEDU_SUSP_URI 0.212
+score RAND_MKTG_HEADER 1.589
+score RATWARE_NO_RDNS 0.522
+score RCVD_DOTEDU_SUSP 1.459
+score RCVD_DOTEDU_SUSP_URI 1.615
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
score SCC_BODY_URI_ONLY 2.796
-score SCC_CANSPAM_2 2.896
+score SCC_CANSPAM_2 2.895
score SCC_ISEMM_LID_1B 1.498
score SCC_NEWBIE_HASBEENS 2.297
score SENDGRID_REDIR 0.001
score SERGIO_SUBJECT_PORN014 3.096
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.241
-score SHORTENER_SHORT_IMG 0.897
+score SHORTENED_URL_SRC 1.252
+score SHORTENER_SHORT_IMG 0.896
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.068
-score STATIC_XPRIO_OLE 0.633
+score SPOOFED_FREEM_REPTO 2.077
+score STATIC_XPRIO_OLE 0.579
score SUSP_UTF8_WORD_COMBO 2.996
score THIS_AD 0.998
-score TO_EQ_FM_DIRECT_MX 1.753
-score TO_EQ_FM_DOM_SPF_FAIL 1.042
-score TO_EQ_FM_HTML_ONLY 0.435
-score TO_EQ_FM_SPF_FAIL 0.519
+score TO_EQ_FM_DIRECT_MX 1.739
+score TO_EQ_FM_DOM_SPF_FAIL 1.029
+score TO_EQ_FM_SPF_FAIL 0.544
score TO_IN_SUBJ 0.098
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.791
+score TO_NO_BRKTS_HTML_IMG 1.790
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.024
-score TO_NO_BRKTS_NORDNS_HTML 1.405
-score TO_NO_BRKTS_PCNT 1.855
-score TVD_PH_BODY_ACCOUNTS_POST 0.602
-score TVD_PH_BODY_META_ALL 2.567
+score TO_NO_BRKTS_MSFT 2.023
+score TO_NO_BRKTS_NORDNS_HTML 1.792
+score TO_NO_BRKTS_PCNT 2.135
+score TVD_PH_BODY_ACCOUNTS_POST 0.728
+score TVD_PH_BODY_META_ALL 2.559
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.297
+score UNDISC_FREEM 2.397
score UNDISC_MONEY 2.896
score UNICODE_OBFU_ASC 2.497
score UNICODE_OBFU_ZW_MANY 0.001
score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.297
+score URI_DQ_UNSUB 2.397
score URI_GOOGLE_PROXY 1.797
score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 1.253
-score URI_ONLY_MSGID_MALF 0.565
-score URI_PHISH 3.894
+score URI_IMG_CWINDOWSNET 1.262
+score URI_ONLY_MSGID_MALF 0.683
+score URI_PHISH 3.895
score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.297
+score URI_WPADMIN 2.397
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VISTA_TONOM_EQ_TOLOC 1.997
-score WIKI_IMG 2.197
+score VISTA_TONOM_EQ_TOLOC 1.996
+score WIKI_IMG 2.198
score WORD_INVIS_MANY 2.548
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.497
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915486&r1=1915485&r2=1915486&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jan 31 02:44:10 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 457264 65.344% (99.268% of non-spam corpus)
-# Correctly spam: 173021 24.725% (72.350% of spam corpus)
-# False positives: 3374 0.482% (0.732% of nonspam, 53817 weighted)
-# False negatives: 66122 9.449% (27.650% of spam, 122237 weighted)
-# Average score for spam: 7.0 nonspam: 0.7
+# Correctly non-spam: 457234 65.340% (99.261% of non-spam corpus)
+# Correctly spam: 173181 24.748% (72.418% of spam corpus)
+# False positives: 3404 0.486% (0.739% of nonspam, 54019 weighted)
+# False negatives: 65961 9.426% (27.582% of spam, 121516 weighted)
+# Average score for spam: 7.1 nonspam: 0.7
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 699781 100.00%
+# TOTAL: 699780 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57021 99.30%
-# Correctly spam: 21651 72.36%
-# False positives: 400 0.70%
-# False negatives: 8270 27.64%
-# TCR(l=50): 1.058401 SpamRecall: 72.361% SpamPrec: 98.186%
+# Correctly non-spam: 57020 99.30%
+# Correctly spam: 21492 71.83%
+# False positives: 401 0.70%
+# False negatives: 8429 28.17%
+# TCR(l=50): 1.050634 SpamRecall: 71.829% SpamPrec: 98.168%
##### 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: 451170 97.94%
-# Correctly spam: 138701 58.00%
+# Correctly spam: 138715 58.01%
# False positives: 9468 2.06%
-# False negatives: 100442 42.00%
-# TCR(l=50): 0.416740 SpamRecall: 57.999% SpamPrec: 93.610%
+# False negatives: 100427 41.99%
+# TCR(l=50): 0.416749 SpamRecall: 58.005% SpamPrec: 93.611%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 56191 97.86%
-# Correctly spam: 17471 58.39%
+# Correctly spam: 17410 58.19%
# False positives: 1230 2.14%
-# False negatives: 12450 41.61%
-# TCR(l=50): 0.404611 SpamRecall: 58.390% SpamPrec: 93.423%
+# False negatives: 12511 41.81%
+# TCR(l=50): 0.404278 SpamRecall: 58.187% SpamPrec: 93.401%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915486&r1=1915485&r2=1915486&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jan 31 02:44:10 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 433495 75.779% (99.492% of non-spam corpus)
-# Correctly spam: 92919 16.243% (68.153% of spam corpus)
-# False positives: 2215 0.387% (0.508% of nonspam, 44248 weighted)
-# False negatives: 43420 7.590% (31.847% of spam, 98756 weighted)
-# Average score for spam: 7.5 nonspam: -1.2
+# Correctly non-spam: 433490 75.779% (99.490% of non-spam corpus)
+# Correctly spam: 92918 16.243% (68.153% of spam corpus)
+# False positives: 2220 0.388% (0.510% of nonspam, 44322 weighted)
+# False negatives: 43420 7.590% (31.847% of spam, 98777 weighted)
+# Average score for spam: 7.5 nonspam: -1.3
# Average for false-pos: 6.4 false-neg: 2.3
-# TOTAL: 572049 100.00%
+# TOTAL: 572048 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54062 99.53%
-# Correctly spam: 11637 68.16%
+# Correctly spam: 11633 68.14%
# False positives: 258 0.47%
-# False negatives: 5436 31.84%
-# TCR(l=50): 0.931119 SpamRecall: 68.160% SpamPrec: 97.831%
+# False negatives: 5440 31.86%
+# TCR(l=50): 0.930916 SpamRecall: 68.137% SpamPrec: 97.830%
##### 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: 434173 99.65%
-# Correctly spam: 22272 16.34%
+# Correctly spam: 22280 16.34%
# False positives: 1537 0.35%
-# False negatives: 114067 83.66%
-# TCR(l=50): 0.714127 SpamRecall: 16.336% SpamPrec: 93.544%
+# False negatives: 114058 83.66%
+# TCR(l=50): 0.714156 SpamRecall: 16.342% SpamPrec: 93.547%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54139 99.67%
-# Correctly spam: 2792 16.35%
+# Correctly spam: 2788 16.33%
# False positives: 181 0.33%
-# False negatives: 14281 83.65%
-# TCR(l=50): 0.731773 SpamRecall: 16.353% SpamPrec: 93.912%
+# False negatives: 14285 83.67%
+# TCR(l=50): 0.731648 SpamRecall: 16.330% SpamPrec: 93.904%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915486&r1=1915485&r2=1915486&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jan 31 02:44:10 2024
@@ -4,201 +4,200 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.993
-score ADMITS_SPAM 1.897
+score AC_POST_EXTRAS 0.734
+score ADMITS_SPAM 1.997
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 1.938
-score ADVANCE_FEE_3_NEW_MONEY 2.399
-score ADVANCE_FEE_4_NEW_MONEY 1.127
+score ADVANCE_FEE_3_NEW 1.811
+score ADVANCE_FEE_3_NEW_MONEY 1.927
+score ADVANCE_FEE_4_NEW_MONEY 1.379
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.095
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.296
-score BITCOIN_DEADLINE 1.432
-score BITCOIN_EXTORT_01 2.551
+score BITCOIN_DEADLINE 1.408
+score BITCOIN_EXTORT_01 2.498
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 1.876
-score BITCOIN_SPAM_02 1.869
-score BITCOIN_SPAM_05 0.713
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_SPAM_09 1.263
+score BITCOIN_PAY_ME 1.903
+score BITCOIN_SPAM_02 1.628
+score BITCOIN_SPAM_05 1.021
+score BITCOIN_SPAM_07 0.656
+score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001 # force non-zero
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.985
+score BITCOIN_YOUR_INFO 2.989
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 1.182
+score BODY_SINGLE_WORD 1.209
score BODY_URI_ONLY 0.001
score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.326
-score DKIMWL_WL_HIGH -1.292
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 2.283
+score DKIMWL_WL_HIGH -1.564
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.375
+score FILL_THIS_FORM 0.222
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 0.553
-score FONT_INVIS_POSTEXTRAS 1.798
+score FONT_INVIS_LONG_LINE 2.817
+score FONT_INVIS_MSGID 0.548
+score FONT_INVIS_POSTEXTRAS 3.056
score FORGED_SPF_HELO 3.096
-score FORM_FRAUD_5 0.943
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_ADDR_WS 0.086
+score FORM_FRAUD_5 0.925
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 0.098
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.061
+score FROM_GOV_DKIM_AU -0.850
+score FROM_IN_TO_AND_SUBJ 0.943
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.498
+score FROM_MISSP_DYNIP 0.467
score FROM_MISSP_EH_MATCH 1.997
score FROM_MISSP_FREEMAIL 3.196
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.892
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 3.560
+score FROM_MISSP_REPLYTO 0.921
+score FROM_MISSP_SPF_FAIL 1.887
+score FROM_MISSP_TO_UNDISC 2.134
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_PAYPAL_SPOOF 0.347
+score FROM_PAYPAL_SPOOF 0.335
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 1.930
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 1.010
-score FUZZY_IMPORTANT 1.989
+score FUZZY_BITCOIN 2.827
+score FUZZY_IMPORTANT 1.995
score FUZZY_PRIVACY 2.896
score FUZZY_SPRM 2.397
-score FUZZY_WALLET 0.107
-score GB_BITCOIN_CP 2.249
+score FUZZY_WALLET 0.099
+score GB_BITCOIN_CP 1.694
score GB_CUSTOM_HTM_URI 1.498
-score GB_FAKE_RF_SHORT 1.317
-score GB_FREEMAIL_DISPTO 0.001
+score GB_FAKE_RF_SHORT 1.517
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 1.954
-score GOOG_STO_IMG_HTML 2.725
-score GOOG_STO_NOIMG_HTML 2.770
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.976
-score HDR_ORDER_FTSDMCXX_DIRECT 1.827
-score HDR_ORDER_FTSDMCXX_NORDNS 1.327
+score GOOG_REDIR_NORDNS 1.965
+score GOOG_STO_IMG_HTML 2.723
+score GOOG_STO_NOIMG_HTML 2.730
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.980
+score HDR_ORDER_FTSDMCXX_DIRECT 1.860
+score HDR_ORDER_FTSDMCXX_NORDNS 2.504
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001
-score HK_NAME_MR_MRS 0.998
+score HELO_NO_DOMAIN 0.462
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 2.790
+score HOSTED_IMG_FREEM 2.793
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_BADATTR 0.998
-score HTML_FONT_TINY_NORDNS 1.723
+score HTML_FONT_TINY_NORDNS 1.714
score HTML_SINGLET_MANY 2.497
score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.132
+score HTML_TEXT_INVISIBLE_STYLE 2.142
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 2.190
-score LONG_HEX_URI 1.794
-score LONG_IMG_URI 0.438
-score LONG_INVISIBLE_TEXT 2.503
+score LONGLN_LOW_CONTRAST 2.369
+score LONG_HEX_URI 1.798
+score LONG_IMG_URI 0.440
+score LONG_INVISIBLE_TEXT 2.302
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
score MANY_SUBDOM 3.296
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.185
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MILLION_USD 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.497
score MIXED_ES 2.197
-score MIXED_FONT_CASE 0.754
-score MIXED_HREF_CASE 1.997
+score MIXED_FONT_CASE 2.008
+score MIXED_HREF_CASE 1.998
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.793
+score MONEY_FORM 1.120
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.498
+score MONEY_FRAUD_3 2.399
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.596
-score MONEY_FREEMAIL_REPTO 1.077
+score MONEY_FRAUD_8 2.597
+score MONEY_FREEMAIL_REPTO 1.079
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.497
-score NA_DOLLARS 0.814
-score NICE_REPLY_A -1.281
-score NORDNS_LOW_CONTRAST 0.377
-score NO_FM_NAME_IP_HOSTN 0.340
+score NA_DOLLARS 0.797
+score NICE_REPLY_A -0.917
+score NORDNS_LOW_CONTRAST 0.228
+score NO_FM_NAME_IP_HOSTN 0.328
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 2.411
-score OBFU_TEXT_ATTACH 1.043
-score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.512
+score NSL_RCVD_HELO_USER 0.136
+score OBFU_BITCOIN 1.135
+score OBFU_TEXT_ATTACH 0.900
+score PDS_BTC_ID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.416
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.195
-score PDS_FROM_NAME_TO_DOMAIN 1.370
+score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_NAME_TO_DOMAIN 1.577
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.796
-score PHP_SCRIPT 1.748
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PHP_SCRIPT 1.759
score POSTCARD_03 2.596
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.597
-score RATWARE_NO_RDNS 1.401
-score RCVD_DOTEDU_SUSP 1.578
-score RCVD_DOTEDU_SUSP_URI 0.212
+score RAND_MKTG_HEADER 1.589
+score RATWARE_NO_RDNS 0.522
+score RCVD_DOTEDU_SUSP 1.459
+score RCVD_DOTEDU_SUSP_URI 1.615
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
score SCC_BODY_URI_ONLY 2.796
-score SCC_CANSPAM_2 2.896
+score SCC_CANSPAM_2 2.895
score SCC_ISEMM_LID_1B 1.498
score SCC_NEWBIE_HASBEENS 2.297
score SENDGRID_REDIR 0.001
score SERGIO_SUBJECT_PORN014 3.096
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.241
-score SHORTENER_SHORT_IMG 0.897
+score SHORTENED_URL_SRC 1.252
+score SHORTENER_SHORT_IMG 0.896
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.068
-score STATIC_XPRIO_OLE 0.633
+score SPOOFED_FREEM_REPTO 2.077
+score STATIC_XPRIO_OLE 0.579
score SUSP_UTF8_WORD_COMBO 2.996
score THIS_AD 0.998
-score TO_EQ_FM_DIRECT_MX 1.753
-score TO_EQ_FM_DOM_SPF_FAIL 1.042
-score TO_EQ_FM_HTML_ONLY 0.435
-score TO_EQ_FM_SPF_FAIL 0.519
+score TO_EQ_FM_DIRECT_MX 1.739
+score TO_EQ_FM_DOM_SPF_FAIL 1.029
+score TO_EQ_FM_SPF_FAIL 0.544
score TO_IN_SUBJ 0.098
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.791
+score TO_NO_BRKTS_HTML_IMG 1.790
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.024
-score TO_NO_BRKTS_NORDNS_HTML 1.405
-score TO_NO_BRKTS_PCNT 1.855
-score TVD_PH_BODY_ACCOUNTS_POST 0.602
-score TVD_PH_BODY_META_ALL 2.567
+score TO_NO_BRKTS_MSFT 2.023
+score TO_NO_BRKTS_NORDNS_HTML 1.792
+score TO_NO_BRKTS_PCNT 2.135
+score TVD_PH_BODY_ACCOUNTS_POST 0.728
+score TVD_PH_BODY_META_ALL 2.559
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.297
+score UNDISC_FREEM 2.397
score UNDISC_MONEY 2.896
score UNICODE_OBFU_ASC 2.497
score UNICODE_OBFU_ZW_MANY 0.001
score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.297
+score URI_DQ_UNSUB 2.397
score URI_GOOGLE_PROXY 1.797
score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 1.253
-score URI_ONLY_MSGID_MALF 0.565
-score URI_PHISH 3.894
+score URI_IMG_CWINDOWSNET 1.262
+score URI_ONLY_MSGID_MALF 0.683
+score URI_PHISH 3.895
score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.297
+score URI_WPADMIN 2.397
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VISTA_TONOM_EQ_TOLOC 1.997
-score WIKI_IMG 2.197
+score VISTA_TONOM_EQ_TOLOC 1.996
+score WIKI_IMG 2.198
score WORD_INVIS_MANY 2.548
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.497
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915486&r1=1915485&r2=1915486&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jan 31 02:44:10 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 457264 65.344% (99.268% of non-spam corpus)
-# Correctly spam: 173021 24.725% (72.350% of spam corpus)
-# False positives: 3374 0.482% (0.732% of nonspam, 53817 weighted)
-# False negatives: 66122 9.449% (27.650% of spam, 122237 weighted)
-# Average score for spam: 7.0 nonspam: 0.7
+# Correctly non-spam: 457234 65.340% (99.261% of non-spam corpus)
+# Correctly spam: 173181 24.748% (72.418% of spam corpus)
+# False positives: 3404 0.486% (0.739% of nonspam, 54019 weighted)
+# False negatives: 65961 9.426% (27.582% of spam, 121516 weighted)
+# Average score for spam: 7.1 nonspam: 0.7
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 699781 100.00%
+# TOTAL: 699780 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57021 99.30%
-# Correctly spam: 21651 72.36%
-# False positives: 400 0.70%
-# False negatives: 8270 27.64%
-# TCR(l=50): 1.058401 SpamRecall: 72.361% SpamPrec: 98.186%
+# Correctly non-spam: 57020 99.30%
+# Correctly spam: 21492 71.83%
+# False positives: 401 0.70%
+# False negatives: 8429 28.17%
+# TCR(l=50): 1.050634 SpamRecall: 71.829% SpamPrec: 98.168%
##### 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: 451170 97.94%
-# Correctly spam: 138701 58.00%
+# Correctly spam: 138715 58.01%
# False positives: 9468 2.06%
-# False negatives: 100442 42.00%
-# TCR(l=50): 0.416740 SpamRecall: 57.999% SpamPrec: 93.610%
+# False negatives: 100427 41.99%
+# TCR(l=50): 0.416749 SpamRecall: 58.005% SpamPrec: 93.611%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 56191 97.86%
-# Correctly spam: 17471 58.39%
+# Correctly spam: 17410 58.19%
# False positives: 1230 2.14%
-# False negatives: 12450 41.61%
-# TCR(l=50): 0.404611 SpamRecall: 58.390% SpamPrec: 93.423%
+# False negatives: 12511 41.81%
+# TCR(l=50): 0.404278 SpamRecall: 58.187% SpamPrec: 93.401%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915486&r1=1915485&r2=1915486&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jan 31 02:44:10 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 433495 75.779% (99.492% of non-spam corpus)
-# Correctly spam: 92919 16.243% (68.153% of spam corpus)
-# False positives: 2215 0.387% (0.508% of nonspam, 44248 weighted)
-# False negatives: 43420 7.590% (31.847% of spam, 98756 weighted)
-# Average score for spam: 7.5 nonspam: -1.2
+# Correctly non-spam: 433490 75.779% (99.490% of non-spam corpus)
+# Correctly spam: 92918 16.243% (68.153% of spam corpus)
+# False positives: 2220 0.388% (0.510% of nonspam, 44322 weighted)
+# False negatives: 43420 7.590% (31.847% of spam, 98777 weighted)
+# Average score for spam: 7.5 nonspam: -1.3
# Average for false-pos: 6.4 false-neg: 2.3
-# TOTAL: 572049 100.00%
+# TOTAL: 572048 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54062 99.53%
-# Correctly spam: 11637 68.16%
+# Correctly spam: 11633 68.14%
# False positives: 258 0.47%
-# False negatives: 5436 31.84%
-# TCR(l=50): 0.931119 SpamRecall: 68.160% SpamPrec: 97.831%
+# False negatives: 5440 31.86%
+# TCR(l=50): 0.930916 SpamRecall: 68.137% SpamPrec: 97.830%
##### 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: 434173 99.65%
-# Correctly spam: 22272 16.34%
+# Correctly spam: 22280 16.34%
# False positives: 1537 0.35%
-# False negatives: 114067 83.66%
-# TCR(l=50): 0.714127 SpamRecall: 16.336% SpamPrec: 93.544%
+# False negatives: 114058 83.66%
+# TCR(l=50): 0.714156 SpamRecall: 16.342% SpamPrec: 93.547%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54139 99.67%
-# Correctly spam: 2792 16.35%
+# Correctly spam: 2788 16.33%
# False positives: 181 0.33%
-# False negatives: 14281 83.65%
-# TCR(l=50): 0.731773 SpamRecall: 16.353% SpamPrec: 93.912%
+# False negatives: 14285 83.67%
+# TCR(l=50): 0.731648 SpamRecall: 16.330% SpamPrec: 93.904%