Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915202&r1=1915201&r2=1915202&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jan 12 02:44:54 2024
@@ -4,197 +4,196 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.998
-score AC_POST_EXTRAS 1.841
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 1.871
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 0.562
-score ADVANCE_FEE_4_NEW_MONEY 0.947
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.137
-score ADVANCE_FEE_5_NEW_MONEY 1.135
-score AD_PREFS 0.001
+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 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 1.250
-score BITCOIN_EXTORT_01 2.498
-score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 2.999
+score BITCOIN_DEADLINE 0.680
+score BITCOIN_EXTORT_01 2.513
+score BITCOIN_MALF_HTML 0.001 # force non-zero
+score BITCOIN_PAY_ME 2.635
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.923
-score BITCOIN_SPAM_07 1.158
-score BITCOIN_SPAM_08 0.334
+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_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.885
+score BITCOIN_YOUR_INFO 2.884
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.028
-score BODY_URI_ONLY 1.320
+score BODY_SINGLE_WORD 0.065
+score BODY_URI_ONLY 1.373
score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.786
-score DKIMWL_WL_HIGH -2.467
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 1.722
+score DKIMWL_WL_HIGH -2.090
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 0.979
+score DYNAMIC_IMGUR 3.021
score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.457
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.861
-score FONT_INVIS_MSGID 1.641
-score FONT_INVIS_NORDNS 1.408
-score FONT_INVIS_POSTEXTRAS 1.952
-score FORGED_SPF_HELO 3.097
+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 FORGED_SPF_HELO 3.096
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 2.415
+score FORM_FRAUD_5 0.310
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.276
+score FROM_ADDR_WS 2.274
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.792
-score FROM_IN_TO_AND_SUBJ 1.499
+score FROM_GOV_DKIM_AU -0.705
+score FROM_IN_TO_AND_SUBJ 1.356
score FROM_MISSPACED 1.997
score FROM_MISSP_DYNIP 0.437
-score FROM_MISSP_EH_MATCH 0.193
-score FROM_MISSP_FREEMAIL 2.313
-score FROM_MISSP_MSFT 1.353
-score FROM_MISSP_REPLYTO 1.102
-score FROM_MISSP_SPF_FAIL 1.887
-score FROM_MISSP_TO_UNDISC 3.863
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 2.498
+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_USER 0.001
-score FROM_MISSP_XPRIO 2.098
-score FROM_PAYPAL_SPOOF 0.409
+score FROM_MISSP_XPRIO 2.092
+score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 1.499
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.352
-score FUZZY_BITCOIN 1.551
-score FUZZY_IMPORTANT 0.204
-score FUZZY_WALLET 1.897
-score GB_BITCOIN_CP 1.439
+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 GB_CUSTOM_HTM_URI 1.498
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.187
-score GOOG_REDIR_NORDNS 0.853
+score GB_HASHBL_BTC 1.109
+score GOOG_REDIR_NORDNS 0.663
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.498
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.599
-score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.260
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.968
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.997
+score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_BADATTR 0.998
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.726
+score HTML_TEXT_INVISIBLE_FONT 1.994
+score HTML_TEXT_INVISIBLE_STYLE 2.722
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
score LIST_PARTIAL_SHORT_MSG 2.497
score LONGLN_LOW_CONTRAST 2.470
-score LONG_HEX_URI 2.760
-score LONG_IMG_URI 2.253
-score LONG_INVISIBLE_TEXT 1.814
+score LONG_HEX_URI 2.767
+score LONG_IMG_URI 2.282
+score LONG_INVISIBLE_TEXT 1.823
score LOTS_OF_MONEY 0.010
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.057
+score MILLION_USD 0.047
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 1.429
+score MIXED_CENTER_CASE 1.115
score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 1.961
-score MONEY_FORM 0.585
-score MONEY_FORM_SHORT 2.207
-score MONEY_FRAUD_3 0.715
-score MONEY_FRAUD_5 2.250
-score MONEY_FRAUD_8 1.813
+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_FREEMAIL_REPTO 1.104
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.176
+score MONEY_NOHTML 1.242
score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.982
-score NO_FM_NAME_IP_HOSTN 0.689
+score NICE_REPLY_A -1.102
+score NO_FM_NAME_IP_HOSTN 0.747
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.243
-score OBFU_BITCOIN 2.382
+score NSL_RCVD_HELO_USER 0.001
+score OBFU_BITCOIN 1.621
score OBFU_TEXT_ATTACH 1.597
-score PDS_BTC_ID 0.036
+score PDS_BTC_ID 0.098
score PDS_BTC_MSGID 0.001
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.720
-score PDS_FROM_NAME_TO_DOMAIN 0.846
-score PDS_HELO_SPF_FAIL 1.984
+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_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_SCRIPT 2.194
+score PHP_SCRIPT 2.286
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.586
-score RCVD_DOTEDU_SUSP 1.594
-score RCVD_DOTEDU_SUSP_URI 0.895
+score RATWARE_NO_RDNS 0.867
+score RCVD_DOTEDU_SUSP 1.773
+score RCVD_DOTEDU_SUSP_URI 1.958
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 2.202
-score SCC_CANSPAM_2 3.396
-score SCC_ISEMM_LID_1B 0.164
-score SCC_SPAMMER_ADDR_2 2.159
-score SENDGRID_REDIR 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 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 SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.715
+score SHORTENED_URL_SRC 1.752
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 1.268
-score SUBJ_ATTENTION 0.081
-score THIS_AD 0.798
-score TO_EQ_FM_DIRECT_MX 1.245
-score TO_EQ_FM_DOM_SPF_FAIL 0.067
-score TO_EQ_FM_SPF_FAIL 0.372
+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 2.919
+score TO_NAME_SUBJ_NO_RDNS 2.990
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.778
+score TO_NO_BRKTS_HTML_IMG 1.779
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 2.225
-score TO_NO_BRKTS_NORDNS_HTML 1.671
-score TO_NO_BRKTS_PCNT 1.255
+score TO_NO_BRKTS_NORDNS_HTML 1.865
+score TO_NO_BRKTS_PCNT 1.240
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.497
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.471
+score UNICODE_OBFU_ZW_MANY 0.467
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 2.497
-score VFY_ACCT_NORDNS 2.999
+score URI_WP_HACKED_2 2.498
+score VFY_ACCT_NORDNS 2.892
score VISTA_TONOM_EQ_TOLOC 2.497
score WIKI_IMG 2.097
-score WORD_INVIS 1.898
+score WORD_INVIS 1.910
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.497
+score XM_RANDOM 2.498
score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -285,6 +284,7 @@ score HAS_X_OUTGOING_SPAM_STAT 1.0
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915202&r1=1915201&r2=1915202&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jan 12 02:44:54 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 442214 65.921% (99.292% of non-spam corpus)
-# Correctly spam: 161033 24.005% (71.425% of spam corpus)
-# False positives: 3151 0.470% (0.708% of nonspam, 50713 weighted)
-# False negatives: 64423 9.604% (28.575% of spam, 109578 weighted)
-# Average score for spam: 6.7 nonspam: 0.7
-# Average for false-pos: 6.4 false-neg: 1.7
-# TOTAL: 670821 100.00%
+# 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%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55157 99.34%
-# Correctly spam: 18308 64.83%
-# False positives: 365 0.66%
-# False negatives: 9933 35.17%
-# TCR(l=50): 1.002058 SpamRecall: 64.828% SpamPrec: 98.045%
+# 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%
##### 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: 434413 97.54%
-# Correctly spam: 117382 52.06%
-# False positives: 10952 2.46%
-# False negatives: 108074 47.94%
-# TCR(l=50): 0.343854 SpamRecall: 52.064% SpamPrec: 91.466%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54179 97.58%
-# Correctly spam: 14737 52.18%
-# False positives: 1343 2.42%
-# False negatives: 13504 47.82%
-# TCR(l=50): 0.350150 SpamRecall: 52.183% SpamPrec: 91.648%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915202&r1=1915201&r2=1915202&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jan 12 02:44:54 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421559 79.252% (99.418% of non-spam corpus)
-# Correctly spam: 70910 13.331% (65.721% of spam corpus)
-# False positives: 2468 0.464% (0.582% of nonspam, 41535 weighted)
-# False negatives: 36986 6.953% (34.279% of spam, 65854 weighted)
-# Average score for spam: 8.0 nonspam: -1.5
+# 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
# Average for false-pos: 6.6 false-neg: 1.8
-# TOTAL: 531923 100.00%
+# TOTAL: 531921 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52546 99.43%
-# Correctly spam: 9083 66.64%
-# False positives: 300 0.57%
-# False negatives: 4547 33.36%
-# TCR(l=50): 0.697294 SpamRecall: 66.640% SpamPrec: 96.803%
+# Correctly non-spam: 52545 99.43%
+# Correctly spam: 9075 66.58%
+# False positives: 301 0.57%
+# False negatives: 4555 33.42%
+# TCR(l=50): 0.695231 SpamRecall: 66.581% SpamPrec: 96.790%
##### 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: 27948 25.90%
+# Correctly spam: 27977 25.93%
# False positives: 1907 0.45%
-# False negatives: 79948 74.10%
-# TCR(l=50): 0.615500 SpamRecall: 25.903% SpamPrec: 93.612%
+# False negatives: 79917 74.07%
+# TCR(l=50): 0.615598 SpamRecall: 25.930% SpamPrec: 93.619%
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: 3613 26.51%
+# Correctly spam: 3598 26.40%
# False positives: 221 0.42%
-# False negatives: 10017 73.49%
-# TCR(l=50): 0.646983 SpamRecall: 26.508% SpamPrec: 94.236%
+# False negatives: 10032 73.60%
+# TCR(l=50): 0.646523 SpamRecall: 26.398% SpamPrec: 94.213%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915202&r1=1915201&r2=1915202&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jan 12 02:44:54 2024
@@ -4,197 +4,196 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.998
-score AC_POST_EXTRAS 1.841
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 1.871
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 0.562
-score ADVANCE_FEE_4_NEW_MONEY 0.947
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.137
-score ADVANCE_FEE_5_NEW_MONEY 1.135
-score AD_PREFS 0.001
+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 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 1.250
-score BITCOIN_EXTORT_01 2.498
-score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 2.999
+score BITCOIN_DEADLINE 0.680
+score BITCOIN_EXTORT_01 2.513
+score BITCOIN_MALF_HTML 0.001 # force non-zero
+score BITCOIN_PAY_ME 2.635
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.923
-score BITCOIN_SPAM_07 1.158
-score BITCOIN_SPAM_08 0.334
+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_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.885
+score BITCOIN_YOUR_INFO 2.884
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.028
-score BODY_URI_ONLY 1.320
+score BODY_SINGLE_WORD 0.065
+score BODY_URI_ONLY 1.373
score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.786
-score DKIMWL_WL_HIGH -2.467
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 1.722
+score DKIMWL_WL_HIGH -2.090
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 0.979
+score DYNAMIC_IMGUR 3.021
score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.457
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.861
-score FONT_INVIS_MSGID 1.641
-score FONT_INVIS_NORDNS 1.408
-score FONT_INVIS_POSTEXTRAS 1.952
-score FORGED_SPF_HELO 3.097
+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 FORGED_SPF_HELO 3.096
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 2.415
+score FORM_FRAUD_5 0.310
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.276
+score FROM_ADDR_WS 2.274
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.792
-score FROM_IN_TO_AND_SUBJ 1.499
+score FROM_GOV_DKIM_AU -0.705
+score FROM_IN_TO_AND_SUBJ 1.356
score FROM_MISSPACED 1.997
score FROM_MISSP_DYNIP 0.437
-score FROM_MISSP_EH_MATCH 0.193
-score FROM_MISSP_FREEMAIL 2.313
-score FROM_MISSP_MSFT 1.353
-score FROM_MISSP_REPLYTO 1.102
-score FROM_MISSP_SPF_FAIL 1.887
-score FROM_MISSP_TO_UNDISC 3.863
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 2.498
+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_USER 0.001
-score FROM_MISSP_XPRIO 2.098
-score FROM_PAYPAL_SPOOF 0.409
+score FROM_MISSP_XPRIO 2.092
+score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 1.499
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.352
-score FUZZY_BITCOIN 1.551
-score FUZZY_IMPORTANT 0.204
-score FUZZY_WALLET 1.897
-score GB_BITCOIN_CP 1.439
+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 GB_CUSTOM_HTM_URI 1.498
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.187
-score GOOG_REDIR_NORDNS 0.853
+score GB_HASHBL_BTC 1.109
+score GOOG_REDIR_NORDNS 0.663
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.498
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.599
-score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.260
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.968
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.997
+score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_BADATTR 0.998
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.726
+score HTML_TEXT_INVISIBLE_FONT 1.994
+score HTML_TEXT_INVISIBLE_STYLE 2.722
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
score LIST_PARTIAL_SHORT_MSG 2.497
score LONGLN_LOW_CONTRAST 2.470
-score LONG_HEX_URI 2.760
-score LONG_IMG_URI 2.253
-score LONG_INVISIBLE_TEXT 1.814
+score LONG_HEX_URI 2.767
+score LONG_IMG_URI 2.282
+score LONG_INVISIBLE_TEXT 1.823
score LOTS_OF_MONEY 0.010
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.057
+score MILLION_USD 0.047
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 1.429
+score MIXED_CENTER_CASE 1.115
score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 1.961
-score MONEY_FORM 0.585
-score MONEY_FORM_SHORT 2.207
-score MONEY_FRAUD_3 0.715
-score MONEY_FRAUD_5 2.250
-score MONEY_FRAUD_8 1.813
+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_FREEMAIL_REPTO 1.104
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.176
+score MONEY_NOHTML 1.242
score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.982
-score NO_FM_NAME_IP_HOSTN 0.689
+score NICE_REPLY_A -1.102
+score NO_FM_NAME_IP_HOSTN 0.747
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.243
-score OBFU_BITCOIN 2.382
+score NSL_RCVD_HELO_USER 0.001
+score OBFU_BITCOIN 1.621
score OBFU_TEXT_ATTACH 1.597
-score PDS_BTC_ID 0.036
+score PDS_BTC_ID 0.098
score PDS_BTC_MSGID 0.001
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.720
-score PDS_FROM_NAME_TO_DOMAIN 0.846
-score PDS_HELO_SPF_FAIL 1.984
+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_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_SCRIPT 2.194
+score PHP_SCRIPT 2.286
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.586
-score RCVD_DOTEDU_SUSP 1.594
-score RCVD_DOTEDU_SUSP_URI 0.895
+score RATWARE_NO_RDNS 0.867
+score RCVD_DOTEDU_SUSP 1.773
+score RCVD_DOTEDU_SUSP_URI 1.958
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 2.202
-score SCC_CANSPAM_2 3.396
-score SCC_ISEMM_LID_1B 0.164
-score SCC_SPAMMER_ADDR_2 2.159
-score SENDGRID_REDIR 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 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 SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.715
+score SHORTENED_URL_SRC 1.752
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 1.268
-score SUBJ_ATTENTION 0.081
-score THIS_AD 0.798
-score TO_EQ_FM_DIRECT_MX 1.245
-score TO_EQ_FM_DOM_SPF_FAIL 0.067
-score TO_EQ_FM_SPF_FAIL 0.372
+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 2.919
+score TO_NAME_SUBJ_NO_RDNS 2.990
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.778
+score TO_NO_BRKTS_HTML_IMG 1.779
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 2.225
-score TO_NO_BRKTS_NORDNS_HTML 1.671
-score TO_NO_BRKTS_PCNT 1.255
+score TO_NO_BRKTS_NORDNS_HTML 1.865
+score TO_NO_BRKTS_PCNT 1.240
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.497
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.471
+score UNICODE_OBFU_ZW_MANY 0.467
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 2.497
-score VFY_ACCT_NORDNS 2.999
+score URI_WP_HACKED_2 2.498
+score VFY_ACCT_NORDNS 2.892
score VISTA_TONOM_EQ_TOLOC 2.497
score WIKI_IMG 2.097
-score WORD_INVIS 1.898
+score WORD_INVIS 1.910
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.497
+score XM_RANDOM 2.498
score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -285,6 +284,7 @@ score HAS_X_OUTGOING_SPAM_STAT 1.0
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915202&r1=1915201&r2=1915202&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jan 12 02:44:54 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 442214 65.921% (99.292% of non-spam corpus)
-# Correctly spam: 161033 24.005% (71.425% of spam corpus)
-# False positives: 3151 0.470% (0.708% of nonspam, 50713 weighted)
-# False negatives: 64423 9.604% (28.575% of spam, 109578 weighted)
-# Average score for spam: 6.7 nonspam: 0.7
-# Average for false-pos: 6.4 false-neg: 1.7
-# TOTAL: 670821 100.00%
+# 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%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55157 99.34%
-# Correctly spam: 18308 64.83%
-# False positives: 365 0.66%
-# False negatives: 9933 35.17%
-# TCR(l=50): 1.002058 SpamRecall: 64.828% SpamPrec: 98.045%
+# 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%
##### 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: 434413 97.54%
-# Correctly spam: 117382 52.06%
-# False positives: 10952 2.46%
-# False negatives: 108074 47.94%
-# TCR(l=50): 0.343854 SpamRecall: 52.064% SpamPrec: 91.466%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54179 97.58%
-# Correctly spam: 14737 52.18%
-# False positives: 1343 2.42%
-# False negatives: 13504 47.82%
-# TCR(l=50): 0.350150 SpamRecall: 52.183% SpamPrec: 91.648%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915202&r1=1915201&r2=1915202&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jan 12 02:44:54 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421559 79.252% (99.418% of non-spam corpus)
-# Correctly spam: 70910 13.331% (65.721% of spam corpus)
-# False positives: 2468 0.464% (0.582% of nonspam, 41535 weighted)
-# False negatives: 36986 6.953% (34.279% of spam, 65854 weighted)
-# Average score for spam: 8.0 nonspam: -1.5
+# 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
# Average for false-pos: 6.6 false-neg: 1.8
-# TOTAL: 531923 100.00%
+# TOTAL: 531921 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52546 99.43%
-# Correctly spam: 9083 66.64%
-# False positives: 300 0.57%
-# False negatives: 4547 33.36%
-# TCR(l=50): 0.697294 SpamRecall: 66.640% SpamPrec: 96.803%
+# Correctly non-spam: 52545 99.43%
+# Correctly spam: 9075 66.58%
+# False positives: 301 0.57%
+# False negatives: 4555 33.42%
+# TCR(l=50): 0.695231 SpamRecall: 66.581% SpamPrec: 96.790%
##### 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: 27948 25.90%
+# Correctly spam: 27977 25.93%
# False positives: 1907 0.45%
-# False negatives: 79948 74.10%
-# TCR(l=50): 0.615500 SpamRecall: 25.903% SpamPrec: 93.612%
+# False negatives: 79917 74.07%
+# TCR(l=50): 0.615598 SpamRecall: 25.930% SpamPrec: 93.619%
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: 3613 26.51%
+# Correctly spam: 3598 26.40%
# False positives: 221 0.42%
-# False negatives: 10017 73.49%
-# TCR(l=50): 0.646983 SpamRecall: 26.508% SpamPrec: 94.236%
+# False negatives: 10032 73.60%
+# TCR(l=50): 0.646523 SpamRecall: 26.398% SpamPrec: 94.213%