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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/06/04 02:46:04 UTC
svn commit: r1901606 [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=1901606&r1=1901605&r2=1901606&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Jun 4 02:46:04 2022
@@ -1,29 +1,28 @@
-# Using score set 0 logs for revision 1901543 from:
-# ham-darxus.r1901543.log ham-ena-week0.r1901543.log ham-ena-week1.r1901543.log ham-ena-week2.r1901543.log ham-ena-week3.r1901543.log ham-ena-week4.r1901543.log ham-giovanni-ham.r1901543.log ham-giovanni-spammy.r1901543.log ham-giovanni-spam.r1901543.log ham-grenier.r1901543.log ham-hege.r1901543.log ham-jhardin.r1901543.log ham-llanga.r1901543.log ham-mmiroslaw-mails-ham.r1901543.log ham-mmiroslaw-mails-spam.r1901543.log ham-spamsponge.r1901543.log ham-thendrikx.r1901543.log ham-tsz-spam-corpus.r1901543.log spam-darxus.r1901543.log spam-ena-week0.r1901543.log spam-ena-week1.r1901543.log spam-ena-week2.r1901543.log spam-ena-week3.r1901543.log spam-ena-week4.r1901543.log spam-giovanni-ham.r1901543.log spam-giovanni-spammy.r1901543.log spam-giovanni-spam.r1901543.log spam-grenier.r1901543.log spam-hege.r1901543.log spam-jhardin.r1901543.log spam-llanga.r1901543.log spam-mmiroslaw-mails-ham.r1901543.log spam-mmiroslaw-mails-spam.r1901543.log spam-spamsponge.r1901543.log spam-thendrikx.
r1901543.log spam-tsz-spam-corpus.r1901543.log
+# Using score set 0 logs for revision 1901588 from:
+# ham-darxus.r1901588.log ham-ena-week0.r1901588.log ham-ena-week1.r1901588.log ham-ena-week2.r1901588.log ham-ena-week3.r1901588.log ham-ena-week4.r1901588.log ham-giovanni-ham.r1901588.log ham-giovanni-spammy.r1901588.log ham-giovanni-spam.r1901588.log ham-grenier.r1901588.log ham-hege.r1901588.log ham-jhardin.r1901588.log ham-llanga.r1901588.log ham-mmiroslaw-mails-ham.r1901588.log ham-mmiroslaw-mails-spam.r1901588.log ham-spamsponge.r1901588.log ham-thendrikx.r1901588.log ham-tsz-spam-corpus.r1901588.log spam-darxus.r1901588.log spam-ena-week0.r1901588.log spam-ena-week1.r1901588.log spam-ena-week2.r1901588.log spam-ena-week3.r1901588.log spam-ena-week4.r1901588.log spam-giovanni-ham.r1901588.log spam-giovanni-spammy.r1901588.log spam-giovanni-spam.r1901588.log spam-grenier.r1901588.log spam-hege.r1901588.log spam-jhardin.r1901588.log spam-llanga.r1901588.log spam-mmiroslaw-mails-ham.r1901588.log spam-mmiroslaw-mails-spam.r1901588.log spam-spamsponge.r1901588.log spam-thendrikx.
r1901588.log spam-tsz-spam-corpus.r1901588.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 1.999
-score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.952
+score ADMITS_SPAM 2.999
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.746
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 2.185
+score ADVANCE_FEE_3_NEW_MONEY 2.302
score ADVANCE_FEE_4_NEW 2.299
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.241
+score ADVANCE_FEE_4_NEW_MONEY 1.248
score ADVANCE_FEE_5_NEW 2.499
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.500
+score AD_PREFS 0.500
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 2.999
-score BITCOIN_EXTORT_01 4.503
-score BITCOIN_ONAN 3.000
+score BITCOIN_EXTORT_01 4.501
+score BITCOIN_ONAN 2.999
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_01 2.499
score BITCOIN_SPAM_02 2.499
@@ -31,84 +30,83 @@ score BITCOIN_SPAM_03 2.4
score BITCOIN_SPAM_09 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.001
+score BODY_SINGLE_URI 0.001 # force non-zero
score CONTENT_AFTER_HTML 2.499
score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 1.000
-score DEAR_BENEFICIARY 0.062
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 0.698
score DX_TEXT_03 1.399
score ENCRYPTED_MESSAGE -0.999
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.849
-score FONT_INVIS_DIRECT 0.917
-score FONT_INVIS_MSGID 1.587
-score FONT_INVIS_POSTEXTRAS 2.743
+score FILL_THIS_FORM 1.099
+score FONT_INVIS_DIRECT 0.236
+score FONT_INVIS_MSGID 1.941
+score FONT_INVIS_POSTEXTRAS 2.741
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 2.999
-score FROM_MISSPACED 0.478
-score FROM_MISSP_DYNIP 0.090
-score FROM_MISSP_EH_MATCH 1.972
-score FROM_MISSP_FREEMAIL 1.899
+score FROM_MISSPACED 0.293
+score FROM_MISSP_DYNIP 2.089
+score FROM_MISSP_EH_MATCH 1.995
+score FROM_MISSP_FREEMAIL 1.900
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_TO_UNDISC 2.399
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.199
-score FROM_NTLD_REPLY_FREEMAIL 1.835
+score FROM_MULTI_NORDNS 0.267
+score FROM_NTLD_REPLY_FREEMAIL 1.744
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 2.299
-score GB_BITCOIN_CP 0.693
+score FUZZY_AMAZON 2.199
+score GB_BITCOIN_CP 0.697
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.500
+score GB_FREEMAIL_DISPTO 0.499
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 2.609
-score GOOG_REDIR_NORDNS 2.606
+score GOOG_MALWARE_DNLD 3.458
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.612
score GOOG_STO_EMAIL_PHISH 2.999
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 1.508
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.691
+score HDRS_MISSP 1.687
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.837
-score HOSTED_IMG_FREEM 3.499
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 0.045
+score HOSTED_IMG_DIRECT_MX 2.919
+score HOSTED_IMG_FREEM 2.096
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 2.999
score HTML_OFF_PAGE 3.000
-score HTML_TAG_BALANCE_CENTER 2.395
-score HTML_TEXT_INVISIBLE_STYLE 1.791
-score JH_SPAMMY_HEADERS 3.499
+score HTML_TAG_BALANCE_CENTER 2.426
+score HTML_TEXT_INVISIBLE_STYLE 1.759
+score JH_SPAMMY_HEADERS 3.500
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
score LONG_IMG_URI 1.689
-score LONG_INVISIBLE_TEXT 0.537
+score LONG_INVISIBLE_TEXT 1.398
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
score MALFORMED_FREEMAIL 2.999
-score MALWARE_NORDNS 2.101
+score MALWARE_NORDNS 2.098
score MALW_ATTACH 2.399
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.738
-score MIMEOLE_DIRECT_TO_MX 0.166
+score MILLION_USD 0.544
+score MIMEOLE_DIRECT_TO_MX 0.087
score MIXED_ES 2.199
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.692
+score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FRAUD_3 2.999
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
@@ -116,15 +114,15 @@ score MONEY_FROM_41 1.9
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.499
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 0.001
-score NAME_EMAIL_DIFF 2.929
+score MSM_PRIO_REPTO 2.499
+score NAME_EMAIL_DIFF 2.904
score NICE_REPLY_A -4.199
-score NORDNS_LOW_CONTRAST 1.624
+score NORDNS_LOW_CONTRAST 1.553
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.997
-score NUMBEREND_LINKBAIT 0.999
-score OBFU_TEXT_ATTACH 0.936
+score NSL_RCVD_HELO_USER 1.162
+score NUMBEREND_LINKBAIT 0.001
+score OBFU_TEXT_ATTACH 1.230
score ODD_FREEM_REPTO 2.999
score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
@@ -138,37 +136,38 @@ score PHP_ORIG_SCRIPT 2.4
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RDNS_NUM_TLD_XM 2.466
+score RDNS_NUM_TLD_XM 1.053
score REPTO_419_FRAUD_GM 2.999
+score REPTO_419_FRAUD_GM_LOOSE 0.291
score REPTO_INFONUMSCOM 2.999
score RISK_FREE 2.299
-score SCC_BODY_URI_ONLY 2.699
+score SCC_BODY_URI_ONLY 2.700
score SCC_CANSPAM_2 2.599
-score SCC_ISEMM_LID_1 2.550
-score SCC_SPAMMER_ADDR_2 2.359
+score SCC_ISEMM_LID_1 2.219
+score SCC_SPAMMER_ADDR_2 2.134
score SCC_THREE_WORD_MONTY 3.199
-score SCRIPT_GIBBERISH 3.099
+score SCRIPT_GIBBERISH 2.999
score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 4.009
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.037
-score SHORT_IMG_SUSP_NTLD 0.807
+score SERGIO_SUBJECT_VIAGRA01 3.430
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.452
+score SHORT_IMG_SUSP_NTLD 0.001
score SHORT_SHORTNER 2.000
-score STATIC_XPRIO_OLE 0.001
+score STATIC_XPRIO_OLE 0.213
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_MANY 2.999
-score THIS_AD 1.099
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.162
-score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.500
+score SUSP_UTF8_WORD_MANY 2.837
+score THIS_AD 0.999
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.924
+score TO_NAME_SUBJ_NO_RDNS 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_NORDNS_HTML 0.163
+score TO_NO_BRKTS_NORDNS_HTML 0.234
score TO_NO_BRKTS_PCNT 2.499
-score TVD_LONG_WORD5 3.200
-score TVD_RCVD_SPACE_BRACKET 2.432
+score TVD_LONG_WORD5 3.099
+score TVD_RCVD_SPACE_BRACKET 1.741
score UNDISC_FREEM 3.099
-score UNDISC_MONEY 2.382
-score UPPERCASE_URI 3.299
+score UNDISC_MONEY 2.440
+score UPPERCASE_URI 3.199
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.299
@@ -176,12 +175,14 @@ score URI_OBFU_DOM 2.3
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED_2 2.500
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.695
+score XM_DIGITS_ONLY 2.604
score XM_RANDOM 2.499
score XM_RECPTID 2.999
+score YOUR_DELIVERY_ADDRESS 1.249
+score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -234,10 +235,10 @@ score FONT_INVIS_HTML_NOHTML 1.0
score FONT_INVIS_LONG_LINE 1.000
score FONT_INVIS_NORDNS 1.000
score FORM_FRAUD 1.000
+score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_MISSP_PHISH 1.000
-score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -252,7 +253,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
+score HAS_X_OUTGOING_SPAM_STAT 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -273,7 +274,6 @@ 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
@@ -288,7 +288,6 @@ score MSGID_DOLLARS_URI_IMG 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_FROM_2_EMAILS 1.000
score PDS_PHP_RUNTIME_FUNC 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
@@ -308,7 +307,6 @@ score REPTO_419_FRAUD 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
-score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -332,8 +330,6 @@ score TONLINE_FAKE_DKIM 1.0
score TO_EQ_FM_DIRECT_MX 1.000
score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_MSFT 1.000
-score TVD_SPACE_ENCODED 1.000
-score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1901606&r1=1901605&r2=1901606&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jun 4 02:46:04 2022
@@ -2,210 +2,205 @@
# ham-net-darxus.r1901343.log ham-net-ena-week0.r1901343.log ham-net-ena-week1.r1901343.log ham-net-ena-week2.r1901343.log ham-net-ena-week3.r1901343.log ham-net-ena-week4.r1901343.log ham-net-giovanni-ham.r1901343.log ham-net-giovanni-spammy.r1901343.log ham-net-giovanni-spam.r1901343.log ham-net-grenier.r1901343.log ham-net-hege.r1901343.log ham-net-jhardin.r1901343.log ham-net-llanga.r1901343.log ham-net-mmiroslaw-mails-ham.r1901343.log ham-net-mmiroslaw-mails-spam.r1901343.log ham-net-spamsponge.r1901343.log ham-net-thendrikx.r1901343.log ham-net-tsz-spam-corpus.r1901343.log spam-net-darxus.r1901343.log spam-net-ena-week0.r1901343.log spam-net-ena-week1.r1901343.log spam-net-ena-week2.r1901343.log spam-net-ena-week3.r1901343.log spam-net-ena-week4.r1901343.log spam-net-giovanni-ham.r1901343.log spam-net-giovanni-spammy.r1901343.log spam-net-giovanni-spam.r1901343.log spam-net-grenier.r1901343.log spam-net-hege.r1901343.log spam-net-jhardin.r1901343.log spam-net-llanga.r1901343.l
og spam-net-mmiroslaw-mails-ham.r1901343.log spam-net-mmiroslaw-mails-spam.r1901343.log spam-net-spamsponge.r1901343.log spam-net-thendrikx.r1901343.log spam-net-tsz-spam-corpus.r1901343.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.899
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 2.896
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.633
-score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW 2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.492
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_MONEY 2.696
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.675
+score ADVANCE_FEE_4_NEW_MONEY 2.696
+score ADVANCE_FEE_5_NEW 2.297
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.143
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.162
-score APOSTROPHE_TOCC 0.999
+score ALIBABA_IMG_NOT_RCVD_ALI 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 1.159
+score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.394
-score BITCOIN_DEADLINE 0.218
-score BITCOIN_EXTORT_01 3.255
+score BIGNUM_EMAILS_FREEM 0.001
+score BITCOIN_DEADLINE 0.656
+score BITCOIN_EXTORT_01 3.253
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 1.415
-score BITCOIN_SPAM_02 2.148
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.519
+score BITCOIN_ONAN 2.996
+score BITCOIN_SPAM_02 2.147
+score BITCOIN_SPAM_03 2.498
+score BITCOIN_SPAM_05 1.482
score BITCOIN_SPAM_09 0.001
-score BITCOIN_XPRIO 1.447
-score BITCOIN_YOUR_INFO 1.797
-score BODY_SINGLE_URI 0.464
-score BODY_URI_ONLY 0.001 # force non-zero
-score CONTENT_AFTER_HTML 2.499
+score BITCOIN_XPRIO 1.443
+score BITCOIN_YOUR_INFO 1.757
+score BODY_SINGLE_URI 0.434
+score BODY_URI_ONLY 0.001
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.574
+score DKIMWL_WL_HIGH -0.602
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.932
-score DX_TEXT_03 1.499
-score ENCRYPTED_MESSAGE -0.475
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.922
+score DKIMWL_WL_MEDHI -0.027
+score DX_TEXT_03 1.498
+score ENCRYPTED_MESSAGE -0.241
+score END_FUTURE_EMAILS 2.497
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FILL_THIS_FORM 0.951
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 2.179
+score FONT_INVIS_POSTEXTRAS 2.174
score FORGED_SPF_HELO 0.001
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 2.455
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 2.927
+score FROM_ADDR_WS 2.997
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.504
-score FROM_GOV_SPOOF 0.999
+score FROM_GOV_DKIM_AU -0.760
+score FROM_GOV_SPOOF 0.998
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.199
+score FROM_MISSP_DYNIP 2.197
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.640
+score FROM_MISSP_FREEMAIL 1.659
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_SPF_FAIL 0.827
-score FROM_MISSP_TO_UNDISC 0.524
+score FROM_MISSP_SPF_FAIL 0.812
+score FROM_MISSP_TO_UNDISC 1.859
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.994
-score FROM_NTLD_REPLY_FREEMAIL 1.144
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001
+score FROM_MULTI_NORDNS 1.016
+score FROM_NTLD_REPLY_FREEMAIL 0.225
+score FROM_PAYPAL_SPOOF 1.343
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FSL_BULK_SIG 0.031
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FUZZY_AMAZON 2.199
-score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.499
-score GB_HASHBL_BTC 1.774
-score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 2.290
-score GOOG_REDIR_NORDNS 3.128
-score GOOG_STO_EMAIL_PHISH 1.773
-score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.999
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_AMAZON 2.197
+score GB_FAKE_RF_SHORT 1.997
+score GB_FREEMAIL_DISPTO 0.498
+score GB_HASHBL_BTC 1.773
+score GB_URI_FLEEK_STO_HTM 0.998
+score GOOG_MALWARE_DNLD 2.697
+score GOOG_REDIR_NORDNS 3.127
+score GOOG_STO_EMAIL_PHISH 2.371
+score GOOG_STO_IMG_NOHTML 2.497
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.568
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 1.558
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.999
+score HK_LOTTO 0.998
+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 0.001
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.178
-score HOSTED_IMG_FREEM 2.216
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.651
-score HTML_TAG_BALANCE_CENTER 2.799
-score HTML_TEXT_INVISIBLE_FONT 1.838
-score HTML_TEXT_INVISIBLE_STYLE 3.500
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score LONGLN_LOW_CONTRAST 2.248
-score LONG_HEX_URI 1.615
-score LONG_IMG_URI 1.144
-score LONG_INVISIBLE_TEXT 0.001 # force non-zero
-score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score MALFORMED_FREEMAIL 2.056
+score HOSTED_IMG_DIRECT_MX 0.245
+score HOSTED_IMG_FREEM 2.213
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.996
+score HTML_OFF_PAGE 2.996
+score HTML_SINGLET_MANY 1.649
+score HTML_TAG_BALANCE_CENTER 2.796
+score HTML_TEXT_INVISIBLE_FONT 0.001
+score HTML_TEXT_INVISIBLE_STYLE 3.496
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.001
+score LONGLN_LOW_CONTRAST 2.247
+score LONG_HEX_URI 1.613
+score LONG_IMG_URI 1.139
+score LONG_INVISIBLE_TEXT 0.001
+score LOTS_OF_MONEY 0.009
+score LOTTO_AGENT 1.498
+score MALFORMED_FREEMAIL 2.057
score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.001
-score MALW_ATTACH 2.299
+score MALWARE_PASSWORD 0.001 # force non-zero
+score MALW_ATTACH 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.986
+score MILLION_USD 1.988
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.999
-score MIXED_ES 2.598
+score MIME_NO_TEXT 1.997
+score MIXED_ES 2.587
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 0.464
-score MONEY_FRAUD_5 0.788
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 0.382
+score MONEY_FRAUD_5 0.691
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.987
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 1.986
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MSGID_HDR_MALF 3.499
-score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 0.569
-score NICE_REPLY_A -1.323
-score NORDNS_LOW_CONTRAST 0.987
+score MSGID_HDR_MALF 2.986
+score MSMAIL_PRI_ABNORMAL 0.001 # force non-zero
+score NAME_EMAIL_DIFF 0.860
+score NICE_REPLY_A -1.656
+score NORDNS_LOW_CONTRAST 0.974
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.173
-score NUMBEREND_LINKBAIT 0.382
-score OBFU_TEXT_ATTACH 1.267
-score ODD_FREEM_REPTO 2.945
-score PDS_BTC_ID 0.500
+score NSL_RCVD_HELO_USER 1.461
+score NUMBEREND_LINKBAIT 0.761
+score OBFU_TEXT_ATTACH 0.111
+score ODD_FREEM_REPTO 2.941
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FROM_2_EMAILS 3.499
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PHOTO_EDITING_DIRECT 2.999
-score PHP_ORIG_SCRIPT 2.349
-score PHP_SCRIPT 2.499
+score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PHOTO_EDITING_DIRECT 2.996
+score PHP_ORIG_SCRIPT 2.356
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
+score RAND_MKTG_HEADER 1.997
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.857
-score REPTO_INFONUMSCOM 3.000
-score SCC_BODY_URI_ONLY 1.606
-score SCC_CANSPAM_2 1.605
-score SCC_ISEMM_LID_1 2.153
-score SCC_SPAMMER_ADDR_2 2.092
-score SCC_THREE_WORD_MONTY 2.701
-score SCRIPT_GIBBERISH 2.899
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 1.829
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 0.001 # force non-zero
+score RDNS_NUM_TLD_XM 1.390
+score REPTO_INFONUMSCOM 2.996
+score SCC_BODY_URI_ONLY 1.594
+score SCC_CANSPAM_2 1.660
+score SCC_ISEMM_LID_1 3.499
+score SCC_SPAMMER_ADDR_2 1.384
+score SCC_THREE_WORD_MONTY 2.694
+score SCRIPT_GIBBERISH 2.896
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 2.464
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORT_IMG_SUSP_NTLD 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.549
+score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_MANY 2.045
-score THIS_AD 1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score SUBJ_ATTENTION 0.498
+score SUSP_UTF8_WORD_MANY 2.043
+score THIS_AD 0.998
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
+score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_NORDNS_HTML 1.205
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 0.740
-score TVD_SPACE_ENCODED 0.001
-score UNDISC_FREEM 2.801
-score UNDISC_MONEY 0.249
-score UPPERCASE_URI 3.199
-score URI_DOTEDU 2.000
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.299
-score URI_OBFU_DOM 2.399
-score URI_ONLY_MSGID_MALF 1.246
-score URI_PHISH 2.251
-score URI_PHP_REDIR 3.175
-score URI_TRY_3LD 0.213
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.531
-score XM_RANDOM 2.499
-score XM_RECPTID 3.000
+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 TO_NO_BRKTS_NORDNS_HTML 1.185
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_RCVD_SPACE_BRACKET 1.738
+score UNDISC_FREEM 2.896
+score UNDISC_MONEY 0.001
+score UPPERCASE_URI 3.196
+score URI_DOTEDU 1.997
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.297
+score URI_OBFU_DOM 2.397
+score URI_ONLY_MSGID_MALF 1.426
+score URI_PHISH 2.242
+score URI_PHP_REDIR 3.170
+score URI_TRY_3LD 0.192
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 2.176
+score XM_RANDOM 2.497
+score XM_RECPTID 2.996
score XPRIO 0.001
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
@@ -228,6 +223,7 @@ score BITCOIN_BOMB 1.0
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
+score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -283,10 +279,10 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 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
+score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII_TINY 1.000
@@ -299,7 +295,6 @@ 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
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1901606&r1=1901605&r2=1901606&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jun 4 02:46:04 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 332465 51.246% (99.664% of non-spam corpus)
-# Correctly spam: 250290 38.580% (79.413% of spam corpus)
-# False positives: 1122 0.173% (0.336% of nonspam, 37904 weighted)
-# False negatives: 64885 10.001% (20.587% of spam, 120761 weighted)
-# Average score for spam: 11.9 nonspam: 0.5
-# Average for false-pos: 7.2 false-neg: 1.9
-# TOTAL: 648762 100.00%
+# Correctly non-spam: 332745 50.912% (99.664% of non-spam corpus)
+# Correctly spam: 252619 38.652% (79.015% of spam corpus)
+# False positives: 1121 0.172% (0.336% of nonspam, 38061 weighted)
+# False negatives: 67090 10.265% (20.985% of spam, 125715 weighted)
+# Average score for spam: 11.7 nonspam: 0.5
+# Average for false-pos: 7.1 false-neg: 1.9
+# TOTAL: 653575 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41431 99.66%
-# Correctly spam: 31282 79.58%
-# False positives: 141 0.34%
-# False negatives: 8029 20.42%
-# TCR(l=50): 2.607003 SpamRecall: 79.576% SpamPrec: 99.551%
+# Correctly non-spam: 41443 99.63%
+# Correctly spam: 31509 79.13%
+# False positives: 152 0.37%
+# False negatives: 8309 20.87%
+# TCR(l=50): 2.502860 SpamRecall: 79.133% SpamPrec: 99.520%
##### 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: 324258 97.20%
-# Correctly spam: 222480 70.59%
-# False positives: 9329 2.80%
-# False negatives: 92695 29.41%
-# TCR(l=50): 0.563673 SpamRecall: 70.589% SpamPrec: 95.976%
+# Correctly non-spam: 324545 97.21%
+# Correctly spam: 224349 70.17%
+# False positives: 9321 2.79%
+# False negatives: 95360 29.83%
+# TCR(l=50): 0.569475 SpamRecall: 70.173% SpamPrec: 96.011%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40407 97.20%
-# Correctly spam: 27870 70.90%
-# False positives: 1165 2.80%
-# False negatives: 11441 29.10%
-# TCR(l=50): 0.564076 SpamRecall: 70.896% SpamPrec: 95.988%
+# Correctly non-spam: 40363 97.04%
+# Correctly spam: 28067 70.49%
+# False positives: 1232 2.96%
+# False negatives: 11751 29.51%
+# TCR(l=50): 0.542842 SpamRecall: 70.488% SpamPrec: 95.795%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1901606&r1=1901605&r2=1901606&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jun 4 02:46:04 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 324836 52.810% (99.497% of non-spam corpus)
-# Correctly spam: 248936 40.470% (86.247% of spam corpus)
-# False positives: 1643 0.267% (0.503% of nonspam, 91377 weighted)
-# False negatives: 39694 6.453% (13.753% of spam, 70422 weighted)
-# Average score for spam: 17.8 nonspam: -0.6
+# Correctly non-spam: 324824 52.808% (99.493% of non-spam corpus)
+# Correctly spam: 248277 40.363% (86.020% of spam corpus)
+# False positives: 1655 0.269% (0.507% of nonspam, 91866 weighted)
+# False negatives: 40350 6.560% (13.980% of spam, 73365 weighted)
+# Average score for spam: 17.7 nonspam: -0.6
# Average for false-pos: 6.3 false-neg: 1.8
-# TOTAL: 615109 100.00%
+# TOTAL: 615106 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40444 99.39%
-# Correctly spam: 31085 86.16%
-# False positives: 247 0.61%
-# False negatives: 4992 13.84%
-# TCR(l=50): 2.080325 SpamRecall: 86.163% SpamPrec: 99.212%
+# Correctly non-spam: 40445 99.40%
+# Correctly spam: 31081 86.15%
+# False positives: 246 0.60%
+# False negatives: 4996 13.85%
+# TCR(l=50): 2.085858 SpamRecall: 86.152% SpamPrec: 99.215%
##### 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: 325320 99.65%
-# Correctly spam: 208767 72.33%
+# Correctly spam: 208747 72.32%
# False positives: 1159 0.35%
-# False negatives: 79863 27.67%
-# TCR(l=50): 2.094360 SpamRecall: 72.330% SpamPrec: 99.448%
+# False negatives: 79880 27.68%
+# TCR(l=50): 2.094080 SpamRecall: 72.324% SpamPrec: 99.448%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 40518 99.57%
-# Correctly spam: 26066 72.25%
+# Correctly spam: 26083 72.30%
# False positives: 173 0.43%
-# False negatives: 10011 27.75%
-# TCR(l=50): 1.933283 SpamRecall: 72.251% SpamPrec: 99.341%
+# False negatives: 9994 27.70%
+# TCR(l=50): 1.935046 SpamRecall: 72.298% SpamPrec: 99.341%