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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2024/07/03 02:43:12 UTC
svn commit: r1918863 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1918863&r1=1918862&r2=1918863&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Jul 3 02:43:12 2024
@@ -1,110 +1,111 @@
-# Using score set 0 logs for revision 1918770 from:
-# ham-ena-week0.r1918770.log ham-ena-week1.r1918770.log ham-ena-week2.r1918770.log ham-ena-week3.r1918770.log ham-ena-week4.r1918770.log ham-giovanni-ham.r1918770.log ham-giovanni-spammy.r1918770.log ham-giovanni-spam.r1918770.log ham-grenier.r1918770.log ham-jhardin.r1918770.log ham-llanga.r1918770.log ham-mmiroslaw-mails-ham.r1918770.log ham-mmiroslaw-mails-spam.r1918770.log ham-spamsponge.r1918770.log ham-tsz-corpus.r1918770.log ham-whyscream.r1918770.log spam-ena-week0.r1918770.log spam-ena-week1.r1918770.log spam-ena-week2.r1918770.log spam-ena-week3.r1918770.log spam-ena-week4.r1918770.log spam-giovanni-ham.r1918770.log spam-giovanni-spammy.r1918770.log spam-giovanni-spam.r1918770.log spam-grenier.r1918770.log spam-jhardin.r1918770.log spam-llanga.r1918770.log spam-mmiroslaw-mails-ham.r1918770.log spam-mmiroslaw-mails-spam.r1918770.log spam-spamsponge.r1918770.log spam-tsz-corpus.r1918770.log spam-whyscream.r1918770.log
+# Using score set 0 logs for revision 1918816 from:
+# ham-ena-week0.r1918816.log ham-ena-week1.r1918816.log ham-ena-week2.r1918816.log ham-ena-week3.r1918816.log ham-ena-week4.r1918816.log ham-giovanni-ham.r1918816.log ham-giovanni-spammy.r1918816.log ham-giovanni-spam.r1918816.log ham-grenier.r1918816.log ham-jhardin.r1918816.log ham-llanga.r1918816.log ham-mmiroslaw-mails-ham.r1918816.log ham-mmiroslaw-mails-spam.r1918816.log ham-spamsponge.r1918816.log ham-tsz-corpus.r1918816.log ham-whyscream.r1918816.log spam-ena-week0.r1918816.log spam-ena-week1.r1918816.log spam-ena-week2.r1918816.log spam-ena-week3.r1918816.log spam-ena-week4.r1918816.log spam-giovanni-ham.r1918816.log spam-giovanni-spammy.r1918816.log spam-giovanni-spam.r1918816.log spam-grenier.r1918816.log spam-jhardin.r1918816.log spam-llanga.r1918816.log spam-mmiroslaw-mails-ham.r1918816.log spam-mmiroslaw-mails-spam.r1918816.log spam-spamsponge.r1918816.log spam-tsz-corpus.r1918816.log spam-whyscream.r1918816.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 2.000
-score AC_POST_EXTRAS 1.219
-score ADMITS_SPAM 1.105
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.540
-score ADVANCE_FEE_2_NEW_MONEY 0.101
-score ADVANCE_FEE_3_NEW 2.247
-score ADVANCE_FEE_3_NEW_FORM 1.455
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.745
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.652
+score ADMITS_SPAM 1.999
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.003
+score ADVANCE_FEE_2_NEW_MONEY 0.137
+score ADVANCE_FEE_3_NEW 2.902
+score ADVANCE_FEE_3_NEW_FORM 2.199
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.250
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 1.403
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.434
+score ADVANCE_FEE_4_NEW 1.400
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.610
score ADVANCE_FEE_4_NEW_MONEY 3.099
-score ADVANCE_FEE_5_NEW 2.154
+score ADVANCE_FEE_5_NEW 2.309
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APP_DEVELOPMENT_NORDNS 0.667
+score APP_DEVELOPMENT_NORDNS 0.507
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 2.102
-score BITCOIN_MALF_HTML 2.071
-score BITCOIN_MALWARE 0.532
-score BITCOIN_ONAN 2.869
-score BITCOIN_SPAM_02 2.387
+score BITCOIN_EXTORT_01 2.101
+score BITCOIN_MALF_HTML 2.335
+score BITCOIN_MALWARE 2.486
+score BITCOIN_ONAN 0.533
+score BITCOIN_SPAM_02 2.164
score BITCOIN_SPAM_03 2.100
-score BITCOIN_SPAM_07 0.614
-score BITCOIN_SPAM_08 1.088
+score BITCOIN_SPAM_07 0.588
+score BITCOIN_SPAM_08 1.051
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.815
+score BITCOIN_TOEQFM 1.572
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 1.059
+score BITCOIN_YOUR_INFO 2.147
score BODY_URI_ONLY 0.001
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.754
+score BOGUS_MSM_HDRS 1.091
+score CANT_SEE_AD 2.499
score COMPENSATION 1.499
score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 3.552
-score DOS_BODY_HIGH_NO_MID 3.250
+score DOS_BODY_HIGH_NO_MID 3.249
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 3.397
+score DYNAMIC_IMGUR 2.000
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.080
-score FBI_SPOOF 0.873
-score FILL_THIS_FORM 0.001 # force non-zero
-score FONT_INVIS_DIRECT 1.474
+score FBI_MONEY 1.123
+score FBI_SPOOF 0.487
+score FILL_THIS_FORM 0.001
+score FONT_INVIS_DIRECT 1.922
score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.490
-score FONT_INVIS_POSTEXTRAS 2.081
+score FONT_INVIS_NORDNS 0.513
+score FONT_INVIS_POSTEXTRAS 2.651
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.320
-score FORM_FRAUD_5 3.499
-score FOUND_YOU 1.404
+score FORM_FRAUD_3 0.001
+score FORM_FRAUD_5 2.944
+score FOUND_YOU 1.035
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 1.692
+score FROM_ADDR_WS 1.155
score FROM_IN_TO_AND_SUBJ 1.999
-score FROM_MISSP_DYNIP 0.001 # force non-zero
-score FROM_MISSP_EH_MATCH 0.070
-score FROM_MISSP_FREEMAIL 2.252
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 2.378
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_REPLYTO 1.998
+score FROM_MISSP_REPLYTO 1.511
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_NTLD_LINKBAIT 0.897
+score FROM_NTLD_LINKBAIT 1.316
score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.578
+score FROM_UNBAL1 2.381
score FROM_UNBAL2 2.499
-score FROM_WSP_TRAIL 2.899
-score FSL_CTYPE_WIN1251 0.001
+score FROM_WSP_TRAIL 2.900
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.690
-score FUZZY_BITCOIN 0.930
+score FUZZY_AMAZON 2.626
+score FUZZY_BITCOIN 1.726
score FUZZY_CLICK_HERE 3.599
score FUZZY_IMPORTANT 2.499
-score FUZZY_TRUSTWALLET 0.731
-score FUZZY_WALLET 0.780
-score GB_BITCOIN_NH 2.557
-score GB_CUSTOM_HTM_URI 1.500
-score GB_FAKE_RF_SHORT 1.887
+score FUZZY_TRUSTWALLET 1.943
+score FUZZY_WALLET 0.774
+score GB_BITCOIN_NH 1.535
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.937
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOG_STO_EMAIL_PHISH 2.311
+score GOOG_STO_EMAIL_PHISH 2.105
score GOOG_STO_IMG_HTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.001
-score HDRS_MISSP 1.321
+score HDRS_MISSP 2.147
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.666
+score HDR_ORDER_FTSDMCXX_NORDNS 0.663
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
@@ -118,124 +119,122 @@ score HOSTED_IMG_MULTI_PUB_01 2.9
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.999
-score HTML_SINGLET_MANY 2.176
-score HTML_TEXT_INVISIBLE_FONT 1.016
-score HTML_TEXT_INVISIBLE_STYLE 0.324
+score HTML_FONT_TINY_NORDNS 2.000
+score HTML_SINGLET_MANY 2.119
+score HTML_TEXT_INVISIBLE_FONT 1.007
+score HTML_TEXT_INVISIBLE_STYLE 0.596
score IMG_ONLY_FM_DOM_INFO 2.499
score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.400
-score LONG_HEX_URI 2.534
-score LONG_IMG_URI 1.331
-score LONG_INVISIBLE_TEXT 1.590
-score LOTS_OF_MONEY 0.009
+score KHOP_FAKE_EBAY 0.001 # force non-zero
+score KHOP_HELO_FCRDNS 0.399
+score LONG_HEX_URI 2.541
+score LONG_IMG_URI 1.401
+score LONG_INVISIBLE_TEXT 0.874
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.999
+score LOTTO_DEPT 2.000
score MALFORMED_FREEMAIL 3.066
-score MALWARE_NORDNS 0.509
-score MALWARE_PASSWORD 1.915
+score MALWARE_NORDNS 2.592
+score MALWARE_PASSWORD 2.932
score MANY_SUBDOM 2.999
-score MAY_BE_FORGED 0.766
+score MAY_BE_FORGED 0.099
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 1.189
-score MIXED_CTYPE_CASE 1.849
+score MILLION_USD 0.001 # force non-zero
+score MIMEOLE_DIRECT_TO_MX 0.898
+score MIME_NO_TEXT 1.415
+score MIXED_CTYPE_CASE 2.699
score MIXED_ES 2.699
score MIXED_HREF_CASE 1.939
-score MONEY_ATM_CARD 0.663
+score MONEY_ATM_CARD 1.770
score MONEY_BARRISTER 0.999
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.899
+score MONEY_FORM_SHORT 0.451
+score MONEY_FRAUD_3 2.253
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.891
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 2.553
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score NA_DOLLARS 0.951
-score NICE_REPLY_A -0.814
+score MONEY_NOHTML 2.500
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -2.680
score NOT_SPAM 2.399
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.357
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 1.877
score OBFU_BITCOIN 2.999
-score OBFU_JVSCR_ESC 0.001
-score ODD_FREEM_REPTO 3.000
-score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.499
+score OBFU_JVSCR_ESC 0.001 # force non-zero
+score ODD_FREEM_REPTO 2.999
+score PDS_BAD_THREAD_QP_64 0.001 # force non-zero
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.564
-score PDS_DBL_URL_TNB_RUNON 2.000
-score PDS_HP_HELO_NORDNS 0.437
+score PDS_BTC_NTLD 0.563
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_HP_HELO_NORDNS 0.971
score PDS_OTHER_BAD_TLD 1.999
-score PHOTO_EDITING_DIRECT 1.565
-score PHP_ORIG_SCRIPT 2.082
-score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PHOTO_EDITING_DIRECT 1.914
+score PHP_ORIG_SCRIPT 1.954
+score PHP_SCRIPT 2.500
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_HEADER_MANY 2.999
score RATWARE_NO_RDNS 0.001
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score REPTO_419_FRAUD_OL 1.177
+score REPTO_419_FRAUD_GM 3.000
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score REPTO_419_FRAUD_OL 0.379
score RISK_FREE 2.999
score SCC_BOGUS_CTE_1 0.001
-score SCC_CANSPAM_2 1.901
-score SCC_ISEMM_LID_1B 1.499
+score SCC_CANSPAM_2 1.701
+score SCC_ISEMM_LID_1B 1.500
score SCC_SPAMMER_ADDR_2 0.302
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.664
+score SPOOFED_FREEMAIL_NO_RDNS 0.131
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.399
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score THIS_AD 1.499
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
+score TO_IN_SUBJ 0.099
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 2.497
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.399
+score TO_NO_BRKTS_PCNT 2.400
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 0.519
+score TVD_SPACE_RATIO_MINFP 0.648
score UNDISC_FREEM 3.199
-score UNDISC_MONEY 1.590
+score UNDISC_MONEY 1.587
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
-score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
score URI_GOOGDRAWPREVIEW 2.499
score URI_GOOGLE_PROXY 2.299
-score URI_GOOG_STO_SPAMMY 2.798
+score URI_GOOG_STO_SPAMMY 2.887
score URI_IMG_CWINDOWSNET 0.001
-score URI_ONLY_MSGID_MALF 1.999
+score URI_ONLY_MSGID_MALF 1.968
score URI_PHISH 3.999
score URI_PHP_REDIR 2.601
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.399
-score URI_WP_HACKED 3.500
-score URI_WP_HACKED_2 1.077
-score VFY_ACCT_NORDNS 2.979
-score VISTA_COST 1.780
-score VISTA_TONOM_EQ_TOLOC 1.094
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 1.002
+score VFY_ACCT_NORDNS 2.520
+score VISTA_COST 1.061
+score VISTA_TONOM_EQ_TOLOC 1.771
score WORD_INVIS_MANY 2.999
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
+score XM_RANDOM 2.500
score XM_RECPTID 2.999
score XPRIO 0.001
-score XPRIO_VISTA 0.337
+score XPRIO_VISTA 0.195
score YOU_INHERIT 2.899
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -267,7 +266,6 @@ score BOMB_FREEM 1.0
score BOMB_MONEY 1.000
score BTC_ORG 1.000
score BULK_RE_SUSP_NTLD 1.000
-score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
score CONTENT_AFTER_HTML 1.000
score DAY_I_EARNED 1.000
@@ -290,6 +288,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -308,7 +307,6 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
-score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -369,6 +367,7 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
+score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1918863&r1=1918862&r2=1918863&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jul 3 02:43:12 2024
@@ -6,89 +6,89 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 2.052
+score AC_POST_EXTRAS 1.961
score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.296
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.422
score ADVANCE_FEE_2_NEW_MONEY 0.001
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FORM 1.328
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.924
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 3.299
+score ADVANCE_FEE_3_NEW_FORM 1.748
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.094
+score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW 3.199
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 1.883
+score ADVANCE_FEE_5_NEW 1.891
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.500
-score APP_DEVELOPMENT_NORDNS 0.548
+score APP_DEVELOPMENT_NORDNS 0.742
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 1.748
+score BIGNUM_EMAILS_MANY 2.358
+score BITCOIN_DEADLINE 2.442
score BITCOIN_EXTORT_01 0.001
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_MALWARE 3.499
-score BITCOIN_ONAN 1.616
+score BITCOIN_MALWARE 0.872
+score BITCOIN_ONAN 0.469
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_SPAM_08 0.511
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.590
+score BITCOIN_SPAM_07 0.001 # force non-zero
+score BITCOIN_SPAM_08 0.742
+score BITCOIN_SPAM_09 1.500
+score BITCOIN_TOEQFM 1.596
score BITCOIN_VISTA 0.001 # force non-zero
-score BITCOIN_XPRIO 0.772
-score BITCOIN_YOUR_INFO 2.999
+score BITCOIN_XPRIO 1.213
+score BITCOIN_YOUR_INFO 2.375
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 0.845
-score BOGUS_MSM_HDRS 1.602
-score COMPENSATION 1.500
+score BOGUS_MIME_VERSION 0.852
+score BOGUS_MSM_HDRS 1.511
+score COMPENSATION 1.499
score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 0.260
+score CTE_8BIT_MISMATCH 0.259
score DEAR_BENEFICIARY 0.001
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DOS_BODY_HIGH_NO_MID 3.266
+score DOS_BODY_HIGH_NO_MID 3.380
score DSN_NO_MIMEVERSION 1.999
score DYNAMIC_IMGUR 3.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.282
+score END_FUTURE_EMAILS 2.310
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.113
-score FBI_SPOOF 0.978
-score FILL_THIS_FORM 0.001 # force non-zero
-score FONT_INVIS_HTML_NOHTML 2.983
-score FONT_INVIS_LONG_LINE 2.999
+score FBI_MONEY 1.999
+score FBI_SPOOF 0.642
+score FILL_THIS_FORM 0.001
+score FONT_INVIS_HTML_NOHTML 2.744
+score FONT_INVIS_LONG_LINE 3.000
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.268
-score FONT_INVIS_POSTEXTRAS 1.843
-score FORGED_SPF_HELO 2.658
+score FONT_INVIS_NORDNS 0.260
+score FONT_INVIS_POSTEXTRAS 1.934
+score FORGED_SPF_HELO 2.561
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.055
+score FORM_FRAUD_3 2.026
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 0.299
-score FROM_FMBLA_NEWDOM 0.001
+score FROM_ADDR_WS 0.296
+score FROM_FMBLA_NEWDOM 0.001 # force non-zero
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.999
+score FROM_GOV_DKIM_AU -0.148
score FROM_GOV_SPOOF 0.999
score FROM_IN_TO_AND_SUBJ 1.899
-score FROM_MISSP_DYNIP 1.288
+score FROM_MISSP_DYNIP 0.753
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.022
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 2.032
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_REPLYTO 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 0.038
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 0.801
-score FROM_NTLD_REPLY_FREEMAIL 0.434
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_LINKBAIT 1.248
+score FROM_NTLD_REPLY_FREEMAIL 1.728
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.199
score FROM_UNBAL2 2.399
@@ -96,25 +96,25 @@ score FROM_WSP_TRAIL 2.7
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.599
-score FUZZY_BITCOIN 2.185
-score FUZZY_CLICK_HERE 3.600
+score FUZZY_AMAZON 2.357
+score FUZZY_BITCOIN 2.869
+score FUZZY_CLICK_HERE 3.599
score FUZZY_IMPORTANT 2.399
-score FUZZY_TRUSTWALLET 0.493
-score FUZZY_WALLET 1.796
-score GB_BITCOIN_NH 2.746
+score FUZZY_TRUSTWALLET 0.799
+score FUZZY_WALLET 1.807
+score GB_BITCOIN_NH 2.425
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.001
score GB_HASHBL_BTC 0.001
-score GOOG_STO_EMAIL_PHISH 1.500
-score GOOG_STO_IMG_HTML 2.824
-score GOOG_STO_NOIMG_HTML 2.671
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.423
+score GOOG_STO_EMAIL_PHISH 2.629
+score GOOG_STO_IMG_HTML 2.823
+score GOOG_STO_NOIMG_HTML 2.674
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 1.426
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 2.846
+score HDR_ORDER_FTSDMCXX_NORDNS 1.748
score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
@@ -126,62 +126,62 @@ score HK_SCAM 0.0
score HK_WIN 0.999
score HOSTED_IMG_DIRECT_MX 0.001
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 1.723
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 0.952
-score HTML_SINGLET_MANY 2.037
-score HTML_TEXT_INVISIBLE_FONT 1.152
-score HTML_TEXT_INVISIBLE_STYLE 0.674
-score IMG_ONLY_FM_DOM_INFO 1.778
+score HTML_SINGLET_MANY 1.440
+score HTML_TEXT_INVISIBLE_FONT 0.832
+score HTML_TEXT_INVISIBLE_STYLE 0.684
+score IMG_ONLY_FM_DOM_INFO 1.780
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.260
-score LONG_HEX_URI 1.604
+score LONG_HEX_URI 1.603
score LONG_IMG_URI 2.999
-score LONG_INVISIBLE_TEXT 1.738
+score LONG_INVISIBLE_TEXT 1.734
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 3.049
-score MALWARE_NORDNS 1.733
-score MALWARE_PASSWORD 0.472
+score MALFORMED_FREEMAIL 2.967
+score MALWARE_NORDNS 0.814
+score MALWARE_PASSWORD 1.520
score MANY_SUBDOM 2.799
score MILLION_HUNDRED 2.799
-score MILLION_USD 0.063
+score MILLION_USD 0.062
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_CTYPE_CASE 1.568
-score MIXED_ES 2.600
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 1.434
-score MONEY_BARRISTER 0.999
+score MIXED_CTYPE_CASE 1.626
+score MIXED_ES 2.599
+score MIXED_HREF_CASE 2.000
+score MONEY_ATM_CARD 3.099
+score MONEY_BARRISTER 1.000
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.085
-score MONEY_FRAUD_3 2.699
-score MONEY_FRAUD_5 0.001
+score MONEY_FORM_SHORT 0.047
+score MONEY_FRAUD_3 2.799
+score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 3.399
-score MONEY_FREEMAIL_REPTO 1.020
+score MONEY_FREEMAIL_REPTO 1.011
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.500
+score MONEY_NOHTML 2.499
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.819
+score NICE_REPLY_A -2.817
score NOT_SPAM 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 3.083
+score NSL_RCVD_HELO_USER 1.327
score OBFU_BITCOIN 2.999
-score ODD_FREEM_REPTO 2.264
+score ODD_FREEM_REPTO 2.259
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.640
+score PDS_BTC_NTLD 0.899
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.999
-score PHP_ORIG_SCRIPT 2.380
+score PDS_OTHER_BAD_TLD 2.000
+score PHP_ORIG_SCRIPT 2.381
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RATWARE_NO_RDNS 0.001
@@ -189,65 +189,64 @@ score RCVD_IN_MSPIKE_H2 -0.
score REPTO_419_FRAUD 2.999
score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_OL 1.845
-score RISK_FREE 2.899
-score SCC_BOGUS_CTE_1 0.001
-score SCC_CANSPAM_2 2.914
+score REPTO_419_FRAUD_OL 2.389
+score RISK_FREE 2.293
+score SCC_BOGUS_CTE_1 0.001 # force non-zero
+score SCC_CANSPAM_2 2.870
score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 2.081
-score SHORT_IMG_SUSP_NTLD 0.721
-score SHORT_SHORTNER 0.985
+score SHORTENER_SHORT_IMG 2.499
+score SHORT_IMG_SUSP_NTLD 0.001
+score SHORT_SHORTNER 1.081
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.759
+score SPOOF_GMAIL_MID 1.500
+score STATIC_XPRIO_OLE 0.763
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.370
-score THIS_AD 0.952
+score TEQF_USR_POLITE 1.367
+score THIS_AD 0.951
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.898
-score TO_EQ_FM_DOM_SPF_FAIL 0.384
-score TO_EQ_FM_SPF_FAIL 1.791
-score TO_IN_SUBJ 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.911
+score TO_EQ_FM_DOM_SPF_FAIL 0.567
+score TO_EQ_FM_SPF_FAIL 1.581
+score TO_IN_SUBJ 0.001 # force non-zero
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 0.095
-score TO_NO_BRKTS_NORDNS_HTML 0.808
-score TO_NO_BRKTS_PCNT 2.398
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 0.778
+score TO_NO_BRKTS_PCNT 2.395
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 3.093
-score UNDISC_MONEY 0.739
+score UNDISC_FREEM 3.084
+score UNDISC_MONEY 0.732
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 1.713
-score URI_DOTEDU 2.000
+score URI_CLOUDFLAREIPFS 1.745
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.199
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 0.001 # force non-zero
+score URI_GOOG_STO_SPAMMY 2.923
+score URI_IMG_CWINDOWSNET 0.001
score URI_MALWARE_BH 0.999
-score URI_PHISH 1.308
-score URI_PHP_REDIR 1.505
-score URI_TRY_3LD 1.999
+score URI_PHISH 1.106
+score URI_PHP_REDIR 1.478
+score URI_TRY_3LD 2.000
score URI_WPADMIN 2.199
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 0.195
+score URI_WP_HACKED_2 0.211
score VFY_ACCT_NORDNS 2.999
score VISTA_COST 2.499
score VISTA_TONOM_EQ_TOLOC 0.001
-score WORD_INVIS_MANY 1.353
+score WORD_INVIS_MANY 2.267
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.329
+score XM_RECPTID 2.327
score XPRIO 0.001
score XPRIO_VISTA 0.001
-score YOU_INHERIT 2.171
+score YOU_INHERIT 2.092
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -311,6 +310,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -329,7 +329,6 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
-score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -394,6 +393,7 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
+score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1918863&r1=1918862&r2=1918863&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jul 3 02:43:12 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 199804 35.155% (98.655% of non-spam corpus)
-# Correctly spam: 246157 43.310% (67.288% of spam corpus)
-# False positives: 2725 0.479% (1.345% of nonspam, 161263 weighted)
-# False negatives: 119670 21.055% (32.712% of spam, 281757 weighted)
-# Average score for spam: 6.6 nonspam: 0.9
+# Correctly non-spam: 202161 34.879% (98.692% of non-spam corpus)
+# Correctly spam: 250904 43.288% (66.949% of spam corpus)
+# False positives: 2679 0.462% (1.308% of nonspam, 160535 weighted)
+# False negatives: 123865 21.370% (33.051% of spam, 294816 weighted)
+# Average score for spam: 6.7 nonspam: 0.8
# Average for false-pos: 6.6 false-neg: 2.4
-# TOTAL: 568356 100.00%
+# TOTAL: 579609 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24931 98.45%
-# Correctly spam: 30767 67.47%
-# False positives: 393 1.55%
-# False negatives: 14835 32.53%
-# TCR(l=50): 1.322372 SpamRecall: 67.469% SpamPrec: 98.739%
+# Correctly non-spam: 25248 98.52%
+# Correctly spam: 31893 68.29%
+# False positives: 380 1.48%
+# False negatives: 14809 31.71%
+# TCR(l=50): 1.381348 SpamRecall: 68.290% SpamPrec: 98.823%
##### 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: 194719 96.14%
-# Correctly spam: 138072 37.74%
-# False positives: 7810 3.86%
-# False negatives: 227755 62.26%
-# TCR(l=50): 0.591709 SpamRecall: 37.742% SpamPrec: 94.646%
+# Correctly non-spam: 197032 96.19%
+# Correctly spam: 142010 37.89%
+# False positives: 7808 3.81%
+# False negatives: 232759 62.11%
+# TCR(l=50): 0.601402 SpamRecall: 37.893% SpamPrec: 94.788%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24369 96.23%
-# Correctly spam: 17188 37.69%
-# False positives: 955 3.77%
-# False negatives: 28414 62.31%
-# TCR(l=50): 0.598734 SpamRecall: 37.691% SpamPrec: 94.736%
+# Correctly non-spam: 24611 96.03%
+# Correctly spam: 17842 38.20%
+# False positives: 1017 3.97%
+# False negatives: 28860 61.80%
+# TCR(l=50): 0.585899 SpamRecall: 38.204% SpamPrec: 94.607%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1918863&r1=1918862&r2=1918863&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jul 3 02:43:12 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 193008 37.782% (99.019% of non-spam corpus)
-# Correctly spam: 250257 48.988% (79.212% of spam corpus)
-# False positives: 1913 0.374% (0.981% of nonspam, 281699 weighted)
-# False negatives: 65675 12.856% (20.788% of spam, 131926 weighted)
-# Average score for spam: 10.6 nonspam: -0.4
-# Average for false-pos: 9.1 false-neg: 2.0
-# TOTAL: 510853 100.00%
+# Correctly non-spam: 193043 37.789% (99.037% of non-spam corpus)
+# Correctly spam: 250403 49.017% (79.259% of spam corpus)
+# False positives: 1878 0.368% (0.963% of nonspam, 278785 weighted)
+# False negatives: 65526 12.827% (20.741% of spam, 131089 weighted)
+# Average score for spam: 10.5 nonspam: -0.4
+# Average for false-pos: 9.2 false-neg: 2.0
+# TOTAL: 510850 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24178 99.07%
-# Correctly spam: 31304 79.45%
-# False positives: 228 0.93%
-# False negatives: 8098 20.55%
-# TCR(l=50): 2.020823 SpamRecall: 79.448% SpamPrec: 99.277%
+# Correctly non-spam: 24177 99.06%
+# Correctly spam: 31250 79.31%
+# False positives: 229 0.94%
+# False negatives: 8150 20.69%
+# TCR(l=50): 2.010204 SpamRecall: 79.315% SpamPrec: 99.273%
##### 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: 193752 99.40%
-# Correctly spam: 148160 46.90%
+# Correctly spam: 148083 46.87%
# False positives: 1169 0.60%
-# False negatives: 167772 53.10%
-# TCR(l=50): 1.396557 SpamRecall: 46.896% SpamPrec: 99.217%
+# False negatives: 167846 53.13%
+# TCR(l=50): 1.396087 SpamRecall: 46.872% SpamPrec: 99.217%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 24256 99.39%
-# Correctly spam: 18557 47.10%
+# Correctly spam: 18555 47.09%
# False positives: 150 0.61%
-# False negatives: 20845 52.90%
-# TCR(l=50): 1.390086 SpamRecall: 47.097% SpamPrec: 99.198%
+# False negatives: 20845 52.91%
+# TCR(l=50): 1.390016 SpamRecall: 47.094% SpamPrec: 99.198%