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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/12/11 02:46:13 UTC
svn commit: r1905908 [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=1905908&r1=1905907&r2=1905908&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Dec 11 02:46:12 2022
@@ -3,200 +3,199 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 3.296
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 2.303
-score ADVANCE_FEE_3_NEW_MONEY 0.886
-score ADVANCE_FEE_4_NEW 2.497
-score ADVANCE_FEE_4_NEW_MONEY 2.497
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.451
+score AC_FROM_MANY_DOTS 2.999
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 3.299
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 2.341
+score ADVANCE_FEE_3_NEW_MONEY 0.889
+score ADVANCE_FEE_4_NEW 2.499
+score ADVANCE_FEE_4_NEW_MONEY 2.499
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.705
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.499
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 2.796
-score BAT_BDRY_TO_MALF 2.497
-score BIGNUM_EMAILS_FREEM 1.062
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 2.880
-score BITCOIN_EXTORT_01 2.121
-score BITCOIN_MALF_HTML 2.125
-score BITCOIN_MALWARE 1.444
-score BITCOIN_ONAN 0.897
-score BITCOIN_SPAM_02 1.453
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_XPRIO 0.668
-score BITCOIN_YOUR_INFO 1.592
-score BODY_URI_ONLY 1.148
-score BULK_RE_SUSP_NTLD 0.998
+score AXB_X_FF_SEZ_S 2.799
+score BAT_BDRY_TO_MALF 2.500
+score BIGNUM_EMAILS_FREEM 1.201
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 2.993
+score BITCOIN_EXTORT_01 2.106
+score BITCOIN_MALF_HTML 2.136
+score BITCOIN_MALWARE 0.705
+score BITCOIN_ONAN 1.918
+score BITCOIN_SPAM_02 1.953
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_XPRIO 0.364
+score BITCOIN_YOUR_INFO 1.843
+score BODY_URI_ONLY 1.155
+score BULK_RE_SUSP_NTLD 0.999
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.696
-score DEAR_BENEFICIARY 1.983
-score DX_TEXT_03 1.697
+score DATE_IN_FUTURE_Q_PLUS 2.699
+score DEAR_BENEFICIARY 2.228
+score DX_TEXT_03 1.699
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.497
-score FBI_MONEY 1.295
-score FBI_SPOOF 1.513
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 1.107
+score FBI_SPOOF 1.457
score FILL_THIS_FORM 0.899
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.923
-score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 1.395
-score FORM_FRAUD 0.998
-score FORM_FRAUD_3 2.397
-score FORM_FRAUD_5 2.658
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_2_EMAILS_SHORT 1.055
-score FROM_ADDR_WS 2.996
-score FROM_MISSPACED 1.997
-score FROM_MISSP_EH_MATCH 1.997
-score FROM_MISSP_FREEMAIL 1.881
-score FROM_MISSP_MSFT 2.353
-score FROM_MISSP_REPLYTO 2.497
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 1.940
+score FONT_INVIS_NORDNS 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 1.398
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 2.400
+score FORM_FRAUD_5 2.514
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_2_EMAILS_SHORT 0.351
+score FROM_ADDR_WS 2.999
+score FROM_MISSPACED 1.999
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 1.882
+score FROM_MISSP_MSFT 2.343
+score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MULTI_NORDNS 1.948
-score FROM_NTLD_REPLY_FREEMAIL 1.745
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.998
+score FROM_MULTI_NORDNS 0.846
+score FROM_NTLD_REPLY_FREEMAIL 1.558
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
score FUZZY_BITCOIN 0.001
-score FUZZY_IMPORTANT 1.472
-score FUZZY_PORN 1.620
-score FUZZY_WALLET 1.797
-score GB_BITCOIN_CP 1.553
-score GB_BITCOIN_NH 2.131
-score GB_CUSTOM_HTM_URI 1.498
-score GB_FAKE_RF_SHORT 1.277
-score GB_FREEMAIL_DISPTO 0.498
-score GB_URI_FLEEK_STO_HTM 0.998
-score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.590
-score GOOG_STO_IMG_NOHTML 2.497
-score GOOG_STO_NOIMG_HTML 2.500
-score HAS_X_OUTGOING_SPAM_STAT 0.550
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
+score FUZZY_IMPORTANT 1.065
+score FUZZY_PORN 0.067
+score FUZZY_WALLET 1.799
+score GB_BITCOIN_CP 1.030
+score GB_BITCOIN_NH 2.141
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.284
+score GB_FREEMAIL_DISPTO 0.500
+score GB_URI_FLEEK_STO_HTM 0.999
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.599
+score GOOG_STO_IMG_NOHTML 2.499
+score GOOG_STO_NOIMG_HTML 2.501
+score HAS_X_OUTGOING_SPAM_STAT 0.539
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.408
-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_SCAM 1.997
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_LOTTO 0.164
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 1.673
-score HTML_FONT_TINY_NORDNS 1.997
+score HOSTED_IMG_FREEM 3.499
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_ENTITY_ASCII 1.534
+score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.601
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 1.943
-score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 1.273
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_FAKE_EBAY 0.630
-score KHOP_HELO_FCRDNS 0.398
-score LONGLN_LOW_CONTRAST 0.119
-score LONG_HEX_URI 2.679
-score LONG_IMG_URI 2.599
-score LONG_INVISIBLE_TEXT 2.996
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 1.945
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 1.276
+score JH_SPAMMY_HEADERS 3.500
+score KHOP_FAKE_EBAY 0.065
+score KHOP_HELO_FCRDNS 0.400
+score LONGLN_LOW_CONTRAST 0.118
+score LONG_HEX_URI 2.683
+score LONG_IMG_URI 2.598
+score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.498
-score LOTTO_DEPT 1.103
+score LOTTO_AGENT 1.499
+score LOTTO_DEPT 1.999
score MALWARE_NORDNS 0.001
-score MAY_BE_FORGED 1.697
-score MILLION_HUNDRED 0.135
-score MILLION_USD 1.666
+score MILLION_HUNDRED 0.134
+score MILLION_USD 1.674
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.497
-score MIXED_IMG_CASE 2.996
-score MONEY_ATM_CARD 1.269
+score MIXED_ES 2.499
+score MIXED_IMG_CASE 2.999
+score MONEY_ATM_CARD 2.366
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.497
+score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 2.599
-score MONEY_FRAUD_5 1.836
+score MONEY_FRAUD_5 1.522
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.996
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 1.499
-score NAME_EMAIL_DIFF 1.731
-score NA_DOLLARS 0.865
-score NICE_REPLY_A -1.047
+score MSMAIL_PRI_ABNORMAL 1.200
+score NAME_EMAIL_DIFF 1.730
+score NA_DOLLARS 0.841
+score NICE_REPLY_A -1.012
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 1.011
+score NUMBERONLY_BITCOIN_EXP 1.590
score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.498
-score ODD_FREEM_REPTO 2.996
+score OBFU_TEXT_ATTACH 1.499
+score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FROM_2_EMAILS 0.646
-score PDS_NAKED_TO_NUMERO 1.997
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.462
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_FROM_2_EMAILS 1.754
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORT_SPOOFED_URL 1.997
-score PHP_ORIG_SCRIPT 2.016
-score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_MKTG_HEADER 1.997
+score PDS_SHORT_SPOOFED_URL 2.000
+score PHP_ORIG_SCRIPT 2.008
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score SCC_CANSPAM_2 2.696
-score SCC_ISEMM_LID_1B 1.498
-score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 3.520
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SCC_CANSPAM_2 2.700
+score SCC_ISEMM_LID_1B 1.499
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_VIAGRA01 3.199
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_SHORTNER 1.997
+score SHORT_SHORTNER 2.000
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOF_GMAIL_MID 1.498
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
score STOX_BOUND_090909_B 0.001
-score SUSP_UTF8_WORD_SUBJ 1.997
-score THIS_AD 1.997
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.997
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 1.999
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 2.000
+score TO_NO_BRKTS_HTML_ONLY 2.000
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.998
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_PH_BODY_META 2.497
-score TVD_RCVD_SPACE_BRACKET 2.157
-score TVD_SPACE_ENCODED 2.045
-score TVD_SPACE_RATIO_MINFP 0.117
-score UNDISC_FREEM 2.796
-score UNDISC_MONEY 3.096
-score UNICODE_OBFU_ASC 2.497
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 1.997
-score URI_OBFU_DOM 2.297
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_PH_BODY_META 2.499
+score TVD_RCVD_SPACE_BRACKET 1.556
+score TVD_SPACE_ENCODED 2.047
+score TVD_SPACE_RATIO_MINFP 0.104
+score UNDISC_FREEM 2.799
+score UNDISC_MONEY 3.099
+score UNICODE_OBFU_ASC 2.499
+score URI_DOTEDU 2.000
+score URI_GOOGLE_PROXY 1.999
+score URI_OBFU_DOM 2.300
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.995
-score URI_TRY_3LD 1.949
-score URI_WPADMIN 1.707
+score URI_PHISH 3.999
+score URI_TRY_3LD 1.950
+score URI_WPADMIN 1.684
score URI_WP_HACKED 1.683
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 1.733
-score WORD_INVIS 0.567
-score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_RANDOM 1.780
-score XPRIO 0.789
-score XPRIO_SHORT_SUBJ 2.114
-score XPRIO_URL_SHORTNER 0.335
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.825
+score WORD_INVIS 0.549
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 0.999
+score XM_RANDOM 1.803
+score XPRIO 1.125
+score XPRIO_SHORT_SUBJ 1.774
+score XPRIO_URL_SHORTNER 0.707
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -234,7 +233,6 @@ score BOMB_MONEY 1.0
score BTC_ORG 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score CONTENT_AFTER_HTML 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
@@ -281,7 +279,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1905908&r1=1905907&r2=1905908&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Dec 11 02:46:12 2022
@@ -1,215 +1,211 @@
-# Using score set 1 logs for revision 1905706 from:
-# ham-net-ena-week0.r1905706.log ham-net-ena-week1.r1905706.log ham-net-ena-week2.r1905706.log ham-net-ena-week3.r1905706.log ham-net-ena-week4.r1905706.log ham-net-giovanni-ham.r1905706.log ham-net-giovanni-spammy.r1905706.log ham-net-giovanni-spam.r1905706.log ham-net-grenier.r1905706.log ham-net-hege.r1905706.log ham-net-jhardin.r1905706.log ham-net-llanga.r1905706.log ham-net-mmiroslaw-mails-ham.r1905706.log ham-net-mmiroslaw-mails-spam.r1905706.log ham-net-spamsponge.r1905706.log ham-net-thendrikx.r1905706.log ham-net-tsz-spam-corpus.r1905706.log spam-net-ena-week0.r1905706.log spam-net-ena-week1.r1905706.log spam-net-ena-week2.r1905706.log spam-net-ena-week3.r1905706.log spam-net-ena-week4.r1905706.log spam-net-giovanni-ham.r1905706.log spam-net-giovanni-spammy.r1905706.log spam-net-giovanni-spam.r1905706.log spam-net-grenier.r1905706.log spam-net-hege.r1905706.log spam-net-jhardin.r1905706.log spam-net-llanga.r1905706.log spam-net-mmiroslaw-mails-ham.r1905706.log spam-net-mmi
roslaw-mails-spam.r1905706.log spam-net-spamsponge.r1905706.log spam-net-thendrikx.r1905706.log spam-net-tsz-spam-corpus.r1905706.log
+# Using score set 1 logs for revision 1905896 from:
+# ham-net-ena-week0.r1905896.log ham-net-ena-week1.r1905896.log ham-net-ena-week2.r1905896.log ham-net-ena-week3.r1905896.log ham-net-ena-week4.r1905896.log ham-net-giovanni-ham.r1905896.log ham-net-giovanni-spammy.r1905896.log ham-net-giovanni-spam.r1905896.log ham-net-grenier.r1905896.log ham-net-hege.r1905896.log ham-net-jhardin.r1905896.log ham-net-llanga.r1905896.log ham-net-mmiroslaw-mails-ham.r1905896.log ham-net-mmiroslaw-mails-spam.r1905896.log ham-net-spamsponge.r1905896.log ham-net-thendrikx.r1905896.log ham-net-tsz-spam-corpus.r1905896.log spam-net-ena-week0.r1905896.log spam-net-ena-week1.r1905896.log spam-net-ena-week2.r1905896.log spam-net-ena-week3.r1905896.log spam-net-ena-week4.r1905896.log spam-net-giovanni-ham.r1905896.log spam-net-giovanni-spammy.r1905896.log spam-net-giovanni-spam.r1905896.log spam-net-grenier.r1905896.log spam-net-hege.r1905896.log spam-net-jhardin.r1905896.log spam-net-llanga.r1905896.log spam-net-mmiroslaw-mails-ham.r1905896.log spam-net-mmi
roslaw-mails-spam.r1905896.log spam-net-spamsponge.r1905896.log spam-net-thendrikx.r1905896.log spam-net-tsz-spam-corpus.r1905896.log
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 2.000
-score ADMITS_SPAM 2.899
-score ADVANCE_FEE_2_NEW_MONEY 2.000
-score ADVANCE_FEE_3_NEW 2.805
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 1.890
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.333
+score ADVANCE_FEE_3_NEW_MONEY 2.599
+score ADVANCE_FEE_4_NEW 2.399
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.459
-score ADVANCE_FEE_5_NEW_MONEY 1.301
-score AD_PREFS 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.001 # force non-zero
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 2.999
-score BAT_BDRY_TO_MALF 1.468
-score BIGNUM_EMAILS_FREEM 0.972
-score BIGNUM_EMAILS_MANY 1.407
-score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.862
-score BITCOIN_MALF_HTML 1.282
+score AXB_X_FF_SEZ_S 2.699
+score BAT_BDRY_TO_MALF 2.499
+score BIGNUM_EMAILS_FREEM 0.001
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 2.275
+score BITCOIN_EXTORT_01 1.835
+score BITCOIN_MALF_HTML 0.814
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.412
-score BITCOIN_SPAM_02 1.165
+score BITCOIN_ONAN 1.944
+score BITCOIN_SPAM_02 0.761
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.826
+score BITCOIN_SPAM_05 2.101
score BITCOIN_SPAM_09 1.500
-score BITCOIN_XPRIO 0.250
-score BITCOIN_YOUR_INFO 1.559
-score BODY_URI_ONLY 1.955
-score BOGUS_MSM_HDRS 0.799
+score BITCOIN_XPRIO 0.001
+score BITCOIN_YOUR_INFO 1.870
+score BODY_URI_ONLY 0.477
score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.700
-score DEAR_BENEFICIARY 1.696
+score DATE_IN_FUTURE_Q_PLUS 2.699
+score DEAR_BENEFICIARY 1.387
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.048
+score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 1.799
-score ENCRYPTED_MESSAGE -0.819
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.366
-score FBI_SPOOF 0.001
-score FILL_THIS_FORM 1.099
+score FBI_MONEY 1.999
+score FBI_SPOOF 1.999
+score FILL_THIS_FORM 0.699
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.349
-score FONT_INVIS_MSGID 1.248
-score FONT_INVIS_NORDNS 2.381
-score FONT_INVIS_POSTEXTRAS 2.185
-score FORGED_SPF_HELO 0.756
-score FORM_FRAUD_5 2.936
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM14 0.001
-score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.183
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 1.938
+score FONT_INVIS_NORDNS 1.526
+score FONT_INVIS_POSTEXTRAS 1.390
+score FORGED_SPF_HELO 0.736
+score FORM_FRAUD_5 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_2_EMAILS_SHORT 1.426
+score FROM_ADDR_WS 3.000
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 0.394
-score FROM_MISSP_FREEMAIL 0.897
+score FROM_MISSP_EH_MATCH 1.588
+score FROM_MISSP_FREEMAIL 1.005
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.197
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.635
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.001
+score FROM_MULTI_NORDNS 1.001
+score FROM_PAYPAL_SPOOF 1.039
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
score FUZZY_BITCOIN 0.001
-score FUZZY_IMPORTANT 1.272
-score FUZZY_PORN 1.737
-score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.589
-score GB_BITCOIN_NH 0.183
-score GB_CUSTOM_HTM_URI 0.001 # force non-zero
-score GB_FAKE_RF_SHORT 1.773
+score FUZZY_IMPORTANT 1.589
+score FUZZY_PORN 0.001
+score FUZZY_WALLET 0.001
+score GB_BITCOIN_CP 2.815
+score GB_BITCOIN_NH 0.666
+score GB_CUSTOM_HTM_URI 0.490
+score GB_FAKE_RF_SHORT 1.381
score GB_FREEMAIL_DISPTO 0.499
-score GB_HASHBL_BTC 0.077
+score GB_HASHBL_BTC 0.001 # force non-zero
score GB_URI_FLEEK_STO_HTM 0.999
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.549
+score GOOG_REDIR_NORDNS 2.550
score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.949
-score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.100
+score GOOG_STO_NOIMG_HTML 2.890
+score HAS_X_OUTGOING_SPAM_STAT 0.724
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.796
+score HK_LOTTO 0.001
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.213
-score HOSTED_IMG_MULTI_PUB_01 0.001
+score HK_SCAM 1.978
+score HOSTED_IMG_DIRECT_MX 0.305
+score HOSTED_IMG_FREEM 3.466
+score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.340
-score HTML_OFF_PAGE 0.001
-score HTML_TAG_BALANCE_CENTER 3.100
-score HTML_TEXT_INVISIBLE_FONT 1.301
-score HTML_TEXT_INVISIBLE_STYLE 1.704
+score HTML_FONT_TINY_NORDNS 1.069
+score HTML_OFF_PAGE 0.986
+score HTML_TAG_BALANCE_CENTER 2.820
+score HTML_TEXT_INVISIBLE_FONT 0.612
+score HTML_TEXT_INVISIBLE_STYLE 1.272
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score LONGLN_LOW_CONTRAST 2.098
-score LONG_HEX_URI 1.615
+score KHOP_HELO_FCRDNS 0.001
+score LONGLN_LOW_CONTRAST 1.222
+score LONG_HEX_URI 1.613
score LONG_IMG_URI 0.001 # force non-zero
-score LONG_INVISIBLE_TEXT 2.050
+score LONG_INVISIBLE_TEXT 2.443
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.382
-score LOTTO_DEPT 1.999
-score MALWARE_NORDNS 0.422
-score MILLION_HUNDRED 1.028
-score MILLION_USD 0.342
+score LOTTO_AGENT 1.499
+score LOTTO_DEPT 0.698
+score MALWARE_NORDNS 0.631
+score MILLION_HUNDRED 0.022
+score MILLION_USD 0.562
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.499
-score MIXED_IMG_CASE 2.999
-score MONEY_ATM_CARD 2.899
+score MIXED_ES 2.399
+score MIXED_IMG_CASE 3.000
+score MONEY_ATM_CARD 1.231
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.499
+score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 2.499
-score MONEY_FRAUD_5 1.887
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.025
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 1.154
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 1.359
+score MSMAIL_PRI_ABNORMAL 1.499
score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 0.131
-score NICE_REPLY_A -0.288
-score NORDNS_LOW_CONTRAST 0.001
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 0.877
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 1.514
+score NUMBERONLY_BITCOIN_EXP 1.999
score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.799
-score ODD_FREEM_REPTO 2.946
+score OBFU_TEXT_ATTACH 1.446
+score ODD_FREEM_REPTO 2.517
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.499
+score PDS_BTC_ID 0.463
score PDS_BTC_MSGID 0.001
-score PDS_FROM_2_EMAILS 0.972
+score PDS_FROM_2_EMAILS 2.465
score PDS_NAKED_TO_NUMERO 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORT_SPOOFED_URL 1.999
-score PHP_ORIG_SCRIPT 2.040
-score PHP_SCRIPT 2.392
+score PDS_SHORT_SPOOFED_URL 2.000
+score PHP_ORIG_SCRIPT 2.035
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 2.000
+score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score SCC_CANSPAM_2 2.699
-score SCC_ISEMM_LID_1A 3.330
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_XM 2.934
+score SCC_CANSPAM_2 2.599
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.062
-score SERGIO_SUBJECT_VIAGRA01 2.914
+score SENDGRID_REDIR 1.067
+score SERGIO_SUBJECT_VIAGRA01 2.445
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.075
+score SHORTENER_SHORT_IMG 0.993
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.105
+score STATIC_XPRIO_OLE 0.001
score STOX_BOUND_090909_B 0.001
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.899
+score SUSP_UTF8_WORD_SUBJ 1.968
+score THIS_AD 1.814
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
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 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 1.087
-score TVD_SPACE_ENCODED 0.001 # force non-zero
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.800
-score UNDISC_MONEY 2.989
+score TO_NO_BRKTS_NORDNS_HTML 1.607
+score TO_NO_BRKTS_PCNT 2.500
+score TVD_PH_BODY_META 2.299
+score TVD_RCVD_SPACE_BRACKET 1.629
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
-score URI_DOTEDU 1.264
-score URI_GOOGLE_PROXY 2.099
-score URI_OBFU_DOM 2.399
-score URI_PHISH 3.702
-score URI_TRY_3LD 0.668
-score URI_WPADMIN 2.199
+score URI_DOTEDU 1.260
+score URI_GOOGLE_PROXY 1.999
+score URI_OBFU_DOM 2.299
+score URI_PHISH 3.699
+score URI_TRY_3LD 0.948
+score URI_WPADMIN 2.099
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 1.647
-score WORD_INVIS 0.444
-score WORD_INVIS_MANY 3.000
-score XFER_LOTSA_MONEY 0.281
-score XM_RANDOM 0.001
-score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.863
-score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 2.400
+score VFY_ACCT_NORDNS 2.315
+score WORD_INVIS 0.001
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 0.999
+score XM_RANDOM 0.251
+score XPRIO 0.001 # force non-zero
+score XPRIO_SHORT_SUBJ 1.869
+score XPRIO_URL_SHORTNER 0.114
+score YOU_INHERIT 2.299
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -242,14 +238,15 @@ score BITCOIN_SPAM_11 1.0
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
score BOGUS_MIME_VERSION 1.000
+score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
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 COMPENSATION 1.000
score CONTENT_AFTER_HTML 1.000
+score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
@@ -266,7 +263,7 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
-score FROM_FMBLA_NEWDOM 1.000
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_GOV_SPOOF 1.000
score FROM_NEWDOM_BTC 1.000
@@ -315,6 +312,7 @@ score MONERO_DEADLINE 1.0
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
+score MONEY_FROM_41 1.000
score MSGID_DOLLARS_URI_IMG 1.000
score MSGID_HDR_MALF 1.000
score MSM_PRIO_REPTO 1.000
@@ -339,7 +337,6 @@ score RAND_HEADER_MANY 1.0
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
-score RDNS_NUM_TLD_XM 1.000
score READY_TO_SHIP 1.000
score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
@@ -357,12 +354,14 @@ score REPTO_419_FRAUD_YJ 1.0
score REPTO_419_FRAUD_YN 1.000
score REPTO_INFONUMSCOM 1.000
score SCC_ISEMM_LID_1 1.000
+score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
+score SUBJ_ATTENTION 0.500
score SUBJ_BRKN_WORDNUMS 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1905908&r1=1905907&r2=1905908&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Dec 11 02:46:12 2022
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 295019 68.634% (99.575% of non-spam corpus)
-# Correctly spam: 96488 22.447% (72.239% of spam corpus)
-# False positives: 1259 0.293% (0.425% of nonspam, 19925 weighted)
-# False negatives: 37080 8.626% (27.761% of spam, 54487 weighted)
-# Average score for spam: 9.2 nonspam: 0.7
+# Correctly non-spam: 294980 68.625% (99.562% of non-spam corpus)
+# Correctly spam: 96535 22.458% (72.274% of spam corpus)
+# False positives: 1298 0.302% (0.438% of nonspam, 20354 weighted)
+# False negatives: 37033 8.615% (27.726% of spam, 54260 weighted)
+# Average score for spam: 9.4 nonspam: 0.7
# Average for false-pos: 7.0 false-neg: 1.5
# TOTAL: 429846 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36782 99.51%
-# Correctly spam: 12213 72.96%
-# False positives: 180 0.49%
-# False negatives: 4527 27.04%
-# TCR(l=50): 1.237525 SpamRecall: 72.957% SpamPrec: 98.548%
+# Correctly non-spam: 36779 99.50%
+# Correctly spam: 12230 73.06%
+# False positives: 183 0.50%
+# False negatives: 4510 26.94%
+# TCR(l=50): 1.225476 SpamRecall: 73.059% SpamPrec: 98.526%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1905908&r1=1905907&r2=1905908&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Dec 11 02:46:12 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 293355 67.686% (99.392% of non-spam corpus)
-# Correctly spam: 106312 24.530% (76.897% of spam corpus)
-# False positives: 1795 0.414% (0.608% of nonspam, 76436 weighted)
-# False negatives: 31941 7.370% (23.103% of spam, 54093 weighted)
-# Average score for spam: 13.0 nonspam: -0.3
-# Average for false-pos: 9.1 false-neg: 1.7
-# TOTAL: 433403 100.00%
+# Correctly non-spam: 297241 68.071% (99.303% of non-spam corpus)
+# Correctly spam: 103157 23.624% (75.112% of spam corpus)
+# False positives: 2085 0.477% (0.697% of nonspam, 82589 weighted)
+# False negatives: 34180 7.828% (24.888% of spam, 58461 weighted)
+# Average score for spam: 12.8 nonspam: -0.0
+# Average for false-pos: 8.6 false-neg: 1.7
+# TOTAL: 436663 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36630 99.43%
-# Correctly spam: 13530 78.09%
-# False positives: 211 0.57%
-# False negatives: 3797 21.91%
-# TCR(l=50): 1.207709 SpamRecall: 78.086% SpamPrec: 98.464%
+# Correctly non-spam: 37057 99.18%
+# Correctly spam: 13030 75.74%
+# False positives: 308 0.82%
+# False negatives: 4173 24.26%
+# TCR(l=50): 0.878915 SpamRecall: 75.743% SpamPrec: 97.691%
##### 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: 293635 99.49%
-# Correctly spam: 86985 62.92%
-# False positives: 1515 0.51%
-# False negatives: 51268 37.08%
-# TCR(l=50): 1.088452 SpamRecall: 62.917% SpamPrec: 98.288%
+# Correctly non-spam: 297291 99.32%
+# Correctly spam: 88670 64.56%
+# False positives: 2035 0.68%
+# False negatives: 48667 35.44%
+# TCR(l=50): 0.913042 SpamRecall: 64.564% SpamPrec: 97.756%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36659 99.51%
-# Correctly spam: 11081 63.95%
-# False positives: 182 0.49%
-# False negatives: 6246 36.05%
-# TCR(l=50): 1.129089 SpamRecall: 63.952% SpamPrec: 98.384%
+# Correctly non-spam: 37082 99.24%
+# Correctly spam: 11166 64.91%
+# False positives: 283 0.76%
+# False negatives: 6037 35.09%
+# TCR(l=50): 0.852182 SpamRecall: 64.907% SpamPrec: 97.528%