Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915210&r1=1915209&r2=1915210&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jan 13 02:42:12 2024
@@ -5,94 +5,94 @@ score ACCT_PHISHING_MANY 2.9
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.871
+score AC_POST_EXTRAS 1.208
score ADMITS_SPAM 1.797
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_MONEY 0.681
-score ADVANCE_FEE_4_NEW_MONEY 1.330
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.501
-score ADVANCE_FEE_5_NEW_MONEY 1.144
-score AD_PREFS 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY 0.189
+score ADVANCE_FEE_4_NEW_MONEY 1.189
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.732
+score ADVANCE_FEE_5_NEW_MONEY 1.143
+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 3.096
-score BITCOIN_DEADLINE 0.680
-score BITCOIN_EXTORT_01 2.513
+score BITCOIN_DEADLINE 1.681
+score BITCOIN_EXTORT_01 2.204
score BITCOIN_MALF_HTML 0.001 # force non-zero
-score BITCOIN_PAY_ME 2.635
+score BITCOIN_PAY_ME 1.349
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 2.078
-score BITCOIN_SPAM_07 0.857
-score BITCOIN_SPAM_08 0.001
-score BITCOIN_TOEQFM 0.001
+score BITCOIN_SPAM_05 1.619
+score BITCOIN_SPAM_07 1.292
+score BITCOIN_SPAM_08 0.507
+score BITCOIN_TOEQFM 0.287
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.884
+score BITCOIN_YOUR_INFO 2.888
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.065
-score BODY_URI_ONLY 1.373
-score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 1.722
-score DKIMWL_WL_HIGH -2.090
+score BODY_SINGLE_WORD 0.071
+score BODY_URI_ONLY 1.374
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.001
+score DEAR_BENEFICIARY 1.724
+score DKIMWL_WL_HIGH -2.758
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 3.021
+score DYNAMIC_IMGUR 3.129
score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.457
+score FILL_THIS_FORM 0.458
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.854
-score FONT_INVIS_MSGID 1.651
-score FONT_INVIS_NORDNS 1.183
-score FONT_INVIS_POSTEXTRAS 1.920
+score FONT_INVIS_LONG_LINE 2.900
+score FONT_INVIS_MSGID 1.649
+score FONT_INVIS_NORDNS 1.011
+score FONT_INVIS_POSTEXTRAS 2.584
score FORGED_SPF_HELO 3.096
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 0.310
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.274
+score FORM_FRAUD_5 1.661
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_ADDR_WS 2.275
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.705
-score FROM_IN_TO_AND_SUBJ 1.356
+score FROM_GOV_DKIM_AU -0.267
+score FROM_IN_TO_AND_SUBJ 1.302
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.437
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.498
+score FROM_MISSP_DYNIP 0.440
+score FROM_MISSP_EH_MATCH 0.190
+score FROM_MISSP_FREEMAIL 2.323
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.097
-score FROM_MISSP_SPF_FAIL 1.153
-score FROM_MISSP_TO_UNDISC 2.678
+score FROM_MISSP_REPLYTO 1.105
+score FROM_MISSP_SPF_FAIL 1.810
+score FROM_MISSP_TO_UNDISC 1.860
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.092
-score FROM_PAYPAL_SPOOF 1.599
+score FROM_MISSP_XPRIO 2.096
+score FROM_PAYPAL_SPOOF 1.237
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_BULK_SIG 1.499
+score FSL_BULK_SIG 1.495
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.816
-score FUZZY_BITCOIN 3.618
-score FUZZY_IMPORTANT 0.851
-score FUZZY_WALLET 1.898
-score GB_BITCOIN_CP 1.737
+score FUZZY_AMAZON 2.308
+score FUZZY_BITCOIN 3.166
+score FUZZY_IMPORTANT 1.364
+score FUZZY_WALLET 1.897
+score GB_BITCOIN_CP 0.715
score GB_CUSTOM_HTM_URI 1.498
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.109
-score GOOG_REDIR_NORDNS 0.663
+score GB_HASHBL_BTC 1.516
+score GOOG_REDIR_NORDNS 0.460
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.498
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDRS_MISSP 2.497
+score HDR_ORDER_FTSDMCXX_DIRECT 0.296
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.260
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.440
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.968
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.970
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
@@ -100,97 +100,97 @@ score HTML_BADATTR 0.9
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
score HTML_TEXT_INVISIBLE_FONT 1.994
-score HTML_TEXT_INVISIBLE_STYLE 2.722
+score HTML_TEXT_INVISIBLE_STYLE 2.733
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score KHOP_HELO_FCRDNS 0.001
score LIST_PARTIAL_SHORT_MSG 2.497
-score LONGLN_LOW_CONTRAST 2.470
-score LONG_HEX_URI 2.767
-score LONG_IMG_URI 2.282
-score LONG_INVISIBLE_TEXT 1.823
+score LONGLN_LOW_CONTRAST 2.469
+score LONG_HEX_URI 2.765
+score LONG_IMG_URI 2.279
+score LONG_INVISIBLE_TEXT 1.790
score LOTS_OF_MONEY 0.010
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.047
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 1.115
+score MIXED_CENTER_CASE 1.645
score MIXED_ES 2.097
-score MIXED_HREF_CASE 1.997
+score MIXED_HREF_CASE 1.998
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 0.912
-score MONEY_FORM 1.233
-score MONEY_FORM_SHORT 2.139
-score MONEY_FRAUD_3 1.368
-score MONEY_FRAUD_5 2.065
-score MONEY_FRAUD_8 1.098
+score MONEY_ATM_CARD 1.542
+score MONEY_FORM 1.049
+score MONEY_FORM_SHORT 2.138
+score MONEY_FRAUD_3 0.970
+score MONEY_FRAUD_5 2.558
+score MONEY_FRAUD_8 1.685
score MONEY_FREEMAIL_REPTO 1.104
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 1.242
score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.102
-score NO_FM_NAME_IP_HOSTN 0.747
+score NICE_REPLY_A -0.821
+score NO_FM_NAME_IP_HOSTN 0.303
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.621
+score NSL_RCVD_HELO_USER 0.168
+score OBFU_BITCOIN 1.458
score OBFU_TEXT_ATTACH 1.597
-score PDS_BTC_ID 0.098
+score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
-score PDS_FRNOM_TODOM_DBL_URL 0.002
-score PDS_FRNOM_TODOM_NAKED_TO 0.749
-score PDS_FROM_NAME_TO_DOMAIN 1.006
-score PDS_HELO_SPF_FAIL 1.985
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.675
+score PDS_FROM_NAME_TO_DOMAIN 1.284
+score PDS_HELO_SPF_FAIL 1.995
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_SCRIPT 2.286
+score PHP_SCRIPT 2.285
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.867
-score RCVD_DOTEDU_SUSP 1.773
-score RCVD_DOTEDU_SUSP_URI 1.958
+score RATWARE_NO_RDNS 1.341
+score RCVD_DOTEDU_SUSP 1.827
+score RCVD_DOTEDU_SUSP_URI 0.846
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.167
+score RCVD_IN_MSPIKE_H2 -0.001
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.166
score SCC_CANSPAM_2 3.296
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.042
-score SENDGRID_REDIR 0.096
+score SCC_ISEMM_LID_1B 1.286
+score SCC_SPAMMER_ADDR_2 2.395
+score SENDGRID_REDIR 0.008
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.752
+score SHORTENED_URL_SRC 1.750
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score STATIC_XPRIO_OLE 1.265
-score SUBJ_ATTENTION 0.499
-score THIS_AD 0.799
-score TO_EQ_FM_DIRECT_MX 1.525
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.321
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.990
+score STATIC_XPRIO_OLE 1.271
+score SUBJ_ATTENTION 0.417
+score THIS_AD 0.798
+score TO_EQ_FM_DIRECT_MX 1.787
+score TO_EQ_FM_DOM_SPF_FAIL 0.437
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.657
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.779
+score TO_NO_BRKTS_HTML_IMG 1.781
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.225
-score TO_NO_BRKTS_NORDNS_HTML 1.865
-score TO_NO_BRKTS_PCNT 1.240
+score TO_NO_BRKTS_MSFT 2.226
+score TO_NO_BRKTS_NORDNS_HTML 1.749
+score TO_NO_BRKTS_PCNT 1.522
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.497
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.467
+score UNICODE_OBFU_ZW_MANY 0.471
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 1.797
score URI_PHISH 3.995
score URI_TRY_3LD 1.997
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.498
-score VFY_ACCT_NORDNS 2.892
+score VFY_ACCT_NORDNS 2.647
score VISTA_TONOM_EQ_TOLOC 2.497
score WIKI_IMG 2.097
-score WORD_INVIS 1.910
+score WORD_INVIS 1.899
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.498
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915210&r1=1915209&r2=1915210&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jan 13 02:42:12 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 442389 66.027% (99.160% of non-spam corpus)
-# Correctly spam: 161137 24.050% (71.975% of spam corpus)
-# False positives: 3746 0.559% (0.840% of nonspam, 57627 weighted)
-# False negatives: 62743 9.364% (28.025% of spam, 108839 weighted)
-# Average score for spam: 6.5 nonspam: 0.6
-# Average for false-pos: 6.1 false-neg: 1.7
-# TOTAL: 670015 100.00%
+# Correctly non-spam: 442891 66.369% (99.196% of non-spam corpus)
+# Correctly spam: 160627 24.070% (72.735% of spam corpus)
+# False positives: 3590 0.538% (0.804% of nonspam, 53683 weighted)
+# False negatives: 60211 9.023% (27.265% of spam, 106081 weighted)
+# Average score for spam: 6.9 nonspam: 0.6
+# Average for false-pos: 6.0 false-neg: 1.8
+# TOTAL: 667319 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55236 99.28%
-# Correctly spam: 18332 65.42%
-# False positives: 399 0.72%
-# False negatives: 9692 34.58%
-# TCR(l=50): 0.945415 SpamRecall: 65.415% SpamPrec: 97.870%
+# Correctly non-spam: 55309 99.34%
+# Correctly spam: 18176 65.81%
+# False positives: 365 0.66%
+# False negatives: 9441 34.19%
+# TCR(l=50): 0.997328 SpamRecall: 65.815% SpamPrec: 98.031%
##### 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: 435079 97.52%
-# Correctly spam: 118633 52.99%
-# False positives: 11056 2.48%
-# False negatives: 105247 47.01%
-# TCR(l=50): 0.340219 SpamRecall: 52.990% SpamPrec: 91.475%
+# Correctly non-spam: 435763 97.60%
+# Correctly spam: 119270 54.01%
+# False positives: 10718 2.40%
+# False negatives: 101568 45.99%
+# TCR(l=50): 0.346430 SpamRecall: 54.008% SpamPrec: 91.755%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54276 97.56%
-# Correctly spam: 14774 52.72%
-# False positives: 1359 2.44%
-# False negatives: 13250 47.28%
-# TCR(l=50): 0.345123 SpamRecall: 52.719% SpamPrec: 91.576%
+# Correctly non-spam: 54320 97.57%
+# Correctly spam: 14875 53.86%
+# False positives: 1354 2.43%
+# False negatives: 12742 46.14%
+# TCR(l=50): 0.343316 SpamRecall: 53.862% SpamPrec: 91.657%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915210&r1=1915209&r2=1915210&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jan 13 02:42:12 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421560 79.252% (99.418% of non-spam corpus)
-# Correctly spam: 70932 13.335% (65.742% of spam corpus)
-# False positives: 2467 0.464% (0.582% of nonspam, 41497 weighted)
-# False negatives: 36962 6.949% (34.258% of spam, 65585 weighted)
-# Average score for spam: 8.0 nonspam: -1.3
+# Correctly non-spam: 421554 79.252% (99.417% of non-spam corpus)
+# Correctly spam: 70865 13.323% (65.683% of spam corpus)
+# False positives: 2473 0.465% (0.583% of nonspam, 41569 weighted)
+# False negatives: 37024 6.960% (34.317% of spam, 65884 weighted)
+# Average score for spam: 7.9 nonspam: -1.5
# Average for false-pos: 6.6 false-neg: 1.8
-# TOTAL: 531921 100.00%
+# TOTAL: 531916 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52545 99.43%
-# Correctly spam: 9075 66.58%
+# Correctly spam: 9083 66.64%
# False positives: 301 0.57%
-# False negatives: 4555 33.42%
-# TCR(l=50): 0.695231 SpamRecall: 66.581% SpamPrec: 96.790%
+# False negatives: 4547 33.36%
+# TCR(l=50): 0.695515 SpamRecall: 66.640% SpamPrec: 96.792%
##### 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: 422120 99.55%
-# Correctly spam: 27977 25.93%
+# Correctly spam: 27981 25.93%
# False positives: 1907 0.45%
-# False negatives: 79917 74.07%
-# TCR(l=50): 0.615598 SpamRecall: 25.930% SpamPrec: 93.619%
+# False negatives: 79908 74.07%
+# TCR(l=50): 0.615601 SpamRecall: 25.935% SpamPrec: 93.620%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52625 99.58%
-# Correctly spam: 3598 26.40%
+# Correctly spam: 3594 26.37%
# False positives: 221 0.42%
-# False negatives: 10032 73.60%
-# TCR(l=50): 0.646523 SpamRecall: 26.398% SpamPrec: 94.213%
+# False negatives: 10036 73.63%
+# TCR(l=50): 0.646400 SpamRecall: 26.368% SpamPrec: 94.207%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915210&r1=1915209&r2=1915210&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jan 13 02:42:12 2024
@@ -5,94 +5,94 @@ score ACCT_PHISHING_MANY 2.9
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.871
+score AC_POST_EXTRAS 1.208
score ADMITS_SPAM 1.797
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_MONEY 0.681
-score ADVANCE_FEE_4_NEW_MONEY 1.330
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.501
-score ADVANCE_FEE_5_NEW_MONEY 1.144
-score AD_PREFS 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY 0.189
+score ADVANCE_FEE_4_NEW_MONEY 1.189
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.732
+score ADVANCE_FEE_5_NEW_MONEY 1.143
+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 3.096
-score BITCOIN_DEADLINE 0.680
-score BITCOIN_EXTORT_01 2.513
+score BITCOIN_DEADLINE 1.681
+score BITCOIN_EXTORT_01 2.204
score BITCOIN_MALF_HTML 0.001 # force non-zero
-score BITCOIN_PAY_ME 2.635
+score BITCOIN_PAY_ME 1.349
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 2.078
-score BITCOIN_SPAM_07 0.857
-score BITCOIN_SPAM_08 0.001
-score BITCOIN_TOEQFM 0.001
+score BITCOIN_SPAM_05 1.619
+score BITCOIN_SPAM_07 1.292
+score BITCOIN_SPAM_08 0.507
+score BITCOIN_TOEQFM 0.287
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.884
+score BITCOIN_YOUR_INFO 2.888
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.065
-score BODY_URI_ONLY 1.373
-score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 1.722
-score DKIMWL_WL_HIGH -2.090
+score BODY_SINGLE_WORD 0.071
+score BODY_URI_ONLY 1.374
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.001
+score DEAR_BENEFICIARY 1.724
+score DKIMWL_WL_HIGH -2.758
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 3.021
+score DYNAMIC_IMGUR 3.129
score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.457
+score FILL_THIS_FORM 0.458
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.854
-score FONT_INVIS_MSGID 1.651
-score FONT_INVIS_NORDNS 1.183
-score FONT_INVIS_POSTEXTRAS 1.920
+score FONT_INVIS_LONG_LINE 2.900
+score FONT_INVIS_MSGID 1.649
+score FONT_INVIS_NORDNS 1.011
+score FONT_INVIS_POSTEXTRAS 2.584
score FORGED_SPF_HELO 3.096
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 0.310
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.274
+score FORM_FRAUD_5 1.661
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_ADDR_WS 2.275
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.705
-score FROM_IN_TO_AND_SUBJ 1.356
+score FROM_GOV_DKIM_AU -0.267
+score FROM_IN_TO_AND_SUBJ 1.302
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.437
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.498
+score FROM_MISSP_DYNIP 0.440
+score FROM_MISSP_EH_MATCH 0.190
+score FROM_MISSP_FREEMAIL 2.323
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.097
-score FROM_MISSP_SPF_FAIL 1.153
-score FROM_MISSP_TO_UNDISC 2.678
+score FROM_MISSP_REPLYTO 1.105
+score FROM_MISSP_SPF_FAIL 1.810
+score FROM_MISSP_TO_UNDISC 1.860
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.092
-score FROM_PAYPAL_SPOOF 1.599
+score FROM_MISSP_XPRIO 2.096
+score FROM_PAYPAL_SPOOF 1.237
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_BULK_SIG 1.499
+score FSL_BULK_SIG 1.495
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.816
-score FUZZY_BITCOIN 3.618
-score FUZZY_IMPORTANT 0.851
-score FUZZY_WALLET 1.898
-score GB_BITCOIN_CP 1.737
+score FUZZY_AMAZON 2.308
+score FUZZY_BITCOIN 3.166
+score FUZZY_IMPORTANT 1.364
+score FUZZY_WALLET 1.897
+score GB_BITCOIN_CP 0.715
score GB_CUSTOM_HTM_URI 1.498
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.109
-score GOOG_REDIR_NORDNS 0.663
+score GB_HASHBL_BTC 1.516
+score GOOG_REDIR_NORDNS 0.460
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.498
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDRS_MISSP 2.497
+score HDR_ORDER_FTSDMCXX_DIRECT 0.296
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.260
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.440
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.968
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.970
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
@@ -100,97 +100,97 @@ score HTML_BADATTR 0.9
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
score HTML_TEXT_INVISIBLE_FONT 1.994
-score HTML_TEXT_INVISIBLE_STYLE 2.722
+score HTML_TEXT_INVISIBLE_STYLE 2.733
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score KHOP_HELO_FCRDNS 0.001
score LIST_PARTIAL_SHORT_MSG 2.497
-score LONGLN_LOW_CONTRAST 2.470
-score LONG_HEX_URI 2.767
-score LONG_IMG_URI 2.282
-score LONG_INVISIBLE_TEXT 1.823
+score LONGLN_LOW_CONTRAST 2.469
+score LONG_HEX_URI 2.765
+score LONG_IMG_URI 2.279
+score LONG_INVISIBLE_TEXT 1.790
score LOTS_OF_MONEY 0.010
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.047
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 1.115
+score MIXED_CENTER_CASE 1.645
score MIXED_ES 2.097
-score MIXED_HREF_CASE 1.997
+score MIXED_HREF_CASE 1.998
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 0.912
-score MONEY_FORM 1.233
-score MONEY_FORM_SHORT 2.139
-score MONEY_FRAUD_3 1.368
-score MONEY_FRAUD_5 2.065
-score MONEY_FRAUD_8 1.098
+score MONEY_ATM_CARD 1.542
+score MONEY_FORM 1.049
+score MONEY_FORM_SHORT 2.138
+score MONEY_FRAUD_3 0.970
+score MONEY_FRAUD_5 2.558
+score MONEY_FRAUD_8 1.685
score MONEY_FREEMAIL_REPTO 1.104
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 1.242
score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.102
-score NO_FM_NAME_IP_HOSTN 0.747
+score NICE_REPLY_A -0.821
+score NO_FM_NAME_IP_HOSTN 0.303
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.621
+score NSL_RCVD_HELO_USER 0.168
+score OBFU_BITCOIN 1.458
score OBFU_TEXT_ATTACH 1.597
-score PDS_BTC_ID 0.098
+score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
-score PDS_FRNOM_TODOM_DBL_URL 0.002
-score PDS_FRNOM_TODOM_NAKED_TO 0.749
-score PDS_FROM_NAME_TO_DOMAIN 1.006
-score PDS_HELO_SPF_FAIL 1.985
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.675
+score PDS_FROM_NAME_TO_DOMAIN 1.284
+score PDS_HELO_SPF_FAIL 1.995
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_SCRIPT 2.286
+score PHP_SCRIPT 2.285
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.867
-score RCVD_DOTEDU_SUSP 1.773
-score RCVD_DOTEDU_SUSP_URI 1.958
+score RATWARE_NO_RDNS 1.341
+score RCVD_DOTEDU_SUSP 1.827
+score RCVD_DOTEDU_SUSP_URI 0.846
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.167
+score RCVD_IN_MSPIKE_H2 -0.001
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.166
score SCC_CANSPAM_2 3.296
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.042
-score SENDGRID_REDIR 0.096
+score SCC_ISEMM_LID_1B 1.286
+score SCC_SPAMMER_ADDR_2 2.395
+score SENDGRID_REDIR 0.008
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.752
+score SHORTENED_URL_SRC 1.750
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score STATIC_XPRIO_OLE 1.265
-score SUBJ_ATTENTION 0.499
-score THIS_AD 0.799
-score TO_EQ_FM_DIRECT_MX 1.525
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.321
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.990
+score STATIC_XPRIO_OLE 1.271
+score SUBJ_ATTENTION 0.417
+score THIS_AD 0.798
+score TO_EQ_FM_DIRECT_MX 1.787
+score TO_EQ_FM_DOM_SPF_FAIL 0.437
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.657
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.779
+score TO_NO_BRKTS_HTML_IMG 1.781
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.225
-score TO_NO_BRKTS_NORDNS_HTML 1.865
-score TO_NO_BRKTS_PCNT 1.240
+score TO_NO_BRKTS_MSFT 2.226
+score TO_NO_BRKTS_NORDNS_HTML 1.749
+score TO_NO_BRKTS_PCNT 1.522
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.497
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.467
+score UNICODE_OBFU_ZW_MANY 0.471
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 1.797
score URI_PHISH 3.995
score URI_TRY_3LD 1.997
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.498
-score VFY_ACCT_NORDNS 2.892
+score VFY_ACCT_NORDNS 2.647
score VISTA_TONOM_EQ_TOLOC 2.497
score WIKI_IMG 2.097
-score WORD_INVIS 1.910
+score WORD_INVIS 1.899
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.498
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915210&r1=1915209&r2=1915210&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jan 13 02:42:12 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 442389 66.027% (99.160% of non-spam corpus)
-# Correctly spam: 161137 24.050% (71.975% of spam corpus)
-# False positives: 3746 0.559% (0.840% of nonspam, 57627 weighted)
-# False negatives: 62743 9.364% (28.025% of spam, 108839 weighted)
-# Average score for spam: 6.5 nonspam: 0.6
-# Average for false-pos: 6.1 false-neg: 1.7
-# TOTAL: 670015 100.00%
+# Correctly non-spam: 442891 66.369% (99.196% of non-spam corpus)
+# Correctly spam: 160627 24.070% (72.735% of spam corpus)
+# False positives: 3590 0.538% (0.804% of nonspam, 53683 weighted)
+# False negatives: 60211 9.023% (27.265% of spam, 106081 weighted)
+# Average score for spam: 6.9 nonspam: 0.6
+# Average for false-pos: 6.0 false-neg: 1.8
+# TOTAL: 667319 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55236 99.28%
-# Correctly spam: 18332 65.42%
-# False positives: 399 0.72%
-# False negatives: 9692 34.58%
-# TCR(l=50): 0.945415 SpamRecall: 65.415% SpamPrec: 97.870%
+# Correctly non-spam: 55309 99.34%
+# Correctly spam: 18176 65.81%
+# False positives: 365 0.66%
+# False negatives: 9441 34.19%
+# TCR(l=50): 0.997328 SpamRecall: 65.815% SpamPrec: 98.031%
##### 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: 435079 97.52%
-# Correctly spam: 118633 52.99%
-# False positives: 11056 2.48%
-# False negatives: 105247 47.01%
-# TCR(l=50): 0.340219 SpamRecall: 52.990% SpamPrec: 91.475%
+# Correctly non-spam: 435763 97.60%
+# Correctly spam: 119270 54.01%
+# False positives: 10718 2.40%
+# False negatives: 101568 45.99%
+# TCR(l=50): 0.346430 SpamRecall: 54.008% SpamPrec: 91.755%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54276 97.56%
-# Correctly spam: 14774 52.72%
-# False positives: 1359 2.44%
-# False negatives: 13250 47.28%
-# TCR(l=50): 0.345123 SpamRecall: 52.719% SpamPrec: 91.576%
+# Correctly non-spam: 54320 97.57%
+# Correctly spam: 14875 53.86%
+# False positives: 1354 2.43%
+# False negatives: 12742 46.14%
+# TCR(l=50): 0.343316 SpamRecall: 53.862% SpamPrec: 91.657%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915210&r1=1915209&r2=1915210&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jan 13 02:42:12 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421560 79.252% (99.418% of non-spam corpus)
-# Correctly spam: 70932 13.335% (65.742% of spam corpus)
-# False positives: 2467 0.464% (0.582% of nonspam, 41497 weighted)
-# False negatives: 36962 6.949% (34.258% of spam, 65585 weighted)
-# Average score for spam: 8.0 nonspam: -1.3
+# Correctly non-spam: 421554 79.252% (99.417% of non-spam corpus)
+# Correctly spam: 70865 13.323% (65.683% of spam corpus)
+# False positives: 2473 0.465% (0.583% of nonspam, 41569 weighted)
+# False negatives: 37024 6.960% (34.317% of spam, 65884 weighted)
+# Average score for spam: 7.9 nonspam: -1.5
# Average for false-pos: 6.6 false-neg: 1.8
-# TOTAL: 531921 100.00%
+# TOTAL: 531916 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52545 99.43%
-# Correctly spam: 9075 66.58%
+# Correctly spam: 9083 66.64%
# False positives: 301 0.57%
-# False negatives: 4555 33.42%
-# TCR(l=50): 0.695231 SpamRecall: 66.581% SpamPrec: 96.790%
+# False negatives: 4547 33.36%
+# TCR(l=50): 0.695515 SpamRecall: 66.640% SpamPrec: 96.792%
##### 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: 422120 99.55%
-# Correctly spam: 27977 25.93%
+# Correctly spam: 27981 25.93%
# False positives: 1907 0.45%
-# False negatives: 79917 74.07%
-# TCR(l=50): 0.615598 SpamRecall: 25.930% SpamPrec: 93.619%
+# False negatives: 79908 74.07%
+# TCR(l=50): 0.615601 SpamRecall: 25.935% SpamPrec: 93.620%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52625 99.58%
-# Correctly spam: 3598 26.40%
+# Correctly spam: 3594 26.37%
# False positives: 221 0.42%
-# False negatives: 10032 73.60%
-# TCR(l=50): 0.646523 SpamRecall: 26.398% SpamPrec: 94.213%
+# False negatives: 10036 73.63%
+# TCR(l=50): 0.646400 SpamRecall: 26.368% SpamPrec: 94.207%