Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1890685&r1=1890684&r2=1890685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Jun 11 02:50:04 2021
@@ -11,167 +11,166 @@ score ADVANCE_FEE_2_NEW_FORM 0.0
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.620
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.586
score ADVANCE_FEE_3_NEW_MONEY 1.984
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.996
+score ADVANCE_FEE_4_NEW_MONEY 3.096
score ADVANCE_FEE_5_NEW 2.497
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.255
+score ADVANCE_FEE_5_NEW_FRM_MNY 2.303
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APP_DEVELOPMENT_NORDNS 1.220
+score APP_DEVELOPMENT_NORDNS 1.235
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.615
-score BIGNUM_EMAILS_FREEM 2.935
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.484
+score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_DEADLINE 2.996
score BITCOIN_IMGUR 3.496
score BITCOIN_MALF_HTML 3.496
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_03 1.910
score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_10 2.439
+score BITCOIN_SPAM_10 1.300
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.404
+score BITCOIN_YOUR_INFO 2.408
score BODY_SINGLE_URI 2.497
score BODY_SINGLE_WORD 2.497
-score BOGUS_MIME_VERSION 2.690
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML 2.498
+score BOGUS_MIME_VERSION 2.704
+score CK_HELO_GENERIC 0.248
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
-score DEAR_EMAIL_USER 2.258
-score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 2.502
-score EBAY_IMG_NOT_RCVD_EBAY 2.847
+score DEAR_EMAIL_USER 2.325
+score DSN_NO_MIMEVERSION 1.998
+score DYNAMIC_IMGUR 2.000
+score EBAY_IMG_NOT_RCVD_EBAY 2.295
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 2.712
-score FBI_MONEY 0.001
-score FBI_SPOOF 1.000
-score FILL_THIS_FORM 1.204
-score FONT_INVIS_DIRECT 0.001
+score FAKE_REPLY_A1 2.999
+score FBI_MONEY 0.416
+score FBI_SPOOF 1.701
+score FILL_THIS_FORM 1.203
+score FONT_INVIS_DIRECT 0.197
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.006
-score FORM_FRAUD_5 1.499
+score FONT_INVIS_NORDNS 1.003
+score FORM_FRAUD_5 1.495
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_2_EMAILS_SHORT 2.996
-score FROM_IN_TO_AND_SUBJ 2.397
+score FROM_IN_TO_AND_SUBJ 2.340
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 1.309
+score FROM_MISSP_DYNIP 1.316
score FROM_MISSP_EH_MATCH 1.997
score FROM_MISSP_FREEMAIL 3.595
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
-score FROM_MISSP_TO_UNDISC 2.490
+score FROM_MISSP_TO_UNDISC 1.976
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.497
-score FROM_NTLD_LINKBAIT 1.720
-score FROM_NTLD_REPLY_FREEMAIL 1.931
+score FROM_MULTI_NORDNS 1.893
+score FROM_NTLD_LINKBAIT 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.460
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.996
score FROM_UNBAL2 2.297
-score FROM_WSP_TRAIL 2.397
+score FROM_WSP_TRAIL 2.497
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.197
score FUZZY_CLICK_HERE 2.197
-score FUZZY_WALLET 1.194
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
+score FUZZY_WALLET 1.528
+score GB_FAKE_RF_SHORT 1.998
+score GB_FREEMAIL_DISPTO 0.499
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOGLE_DOC_SUSP 2.996
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.582
-score GOOG_STO_EMAIL_PHISH 2.122
-score GOOG_STO_HTML_PHISH 2.946
-score GOOG_STO_HTML_PHISH_MANY 3.133
+score GOOG_REDIR_NORDNS 2.597
+score GOOG_STO_EMAIL_PHISH 2.805
+score GOOG_STO_HTML_PHISH 1.959
+score GOOG_STO_HTML_PHISH_MANY 0.396
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.997
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 1.997
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 1.997
-score HK_WIN 0.370
-score HOSTED_IMG_DIRECT_MX 3.494
-score HOSTED_IMG_FREEM 3.497
-score HOSTED_IMG_MULTI 1.015
+score HK_WIN 0.462
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 3.496
+score HOSTED_IMG_MULTI 0.178
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 0.831
+score HTML_ENTITY_ASCII 0.826
score HTML_FONT_TINY_NORDNS 1.498
-score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 2.984
-score HTML_TEXT_INVISIBLE_STYLE 1.197
-score IMG_ONLY_FM_DOM_INFO 0.890
+score HTML_OFF_PAGE 2.997
+score HTML_TAG_BALANCE_CENTER 2.651
+score HTML_TEXT_INVISIBLE_STYLE 1.529
+score IMG_ONLY_FM_DOM_INFO 0.891
score JH_SPAMMY_HEADERS 3.496
score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 1.785
+score LIST_PRTL_SAME_USER 1.780
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 1.688
-score LONG_INVISIBLE_TEXT 1.941
+score LONG_IMG_URI 1.689
+score LONG_INVISIBLE_TEXT 1.943
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 2.102
+score MALWARE_NORDNS 2.101
score MALW_ATTACH 2.297
score MANY_SPAN_IN_TEXT 3.695
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.997
-score MIXED_AREA_CASE 0.951
+score MIXED_AREA_CASE 1.563
score MIXED_CENTER_CASE 2.497
score MIXED_ES 3.296
score MIXED_FONT_CASE 2.497
-score MIXED_HREF_CASE 0.468
-score MIXED_IMG_CASE 2.944
+score MIXED_HREF_CASE 0.927
+score MIXED_IMG_CASE 1.952
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.483
-score MONEY_FRAUD_3 2.849
-score MONEY_FRAUD_5 2.656
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 2.491
+score MONEY_FRAUD_3 2.683
+score MONEY_FRAUD_5 2.738
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.288
+score MONEY_FROM_MISSP 0.293
score MONEY_NOHTML 2.497
score MSGID_HDR_MALF 3.496
-score MSGID_NOFQDN1 1.402
+score MSGID_NOFQDN1 1.408
score NA_DOLLARS 1.498
-score NICE_REPLY_A -0.238
-score NOT_SPAM 2.597
-score NO_FM_NAME_IP_HOSTN 0.987
+score NICE_REPLY_A -0.241
+score NOT_SPAM 2.596
+score NO_FM_NAME_IP_HOSTN 0.989
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.536
+score NSL_RCVD_HELO_USER 0.934
score NUMBEREND_LINKBAIT 0.999
score OBFU_JVSCR_ESC 2.297
score OBFU_TEXT_ATTACH 1.597
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.269
-score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 1.329
-score PDS_BAD_THREAD_QP_64 0.998
+score OFFER_ONLY_AMERICA 1.182
+score ONLINE_MKTG_CNSLT 2.796
+score ORDER_TODAY 2.214
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.998
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_EMPTYSUBJ_URISHRT 1.498
-score PDS_FRNOM_TODOM_DBL_URL 1.237
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
+score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
@@ -179,20 +178,20 @@ score PDS_OTHER_BAD_TLD 1.9
score PDS_PHP_EVAL 1.498
score PDS_PRO_TLD 0.998
score PDS_SHORTFWD_URISHRT_QP 1.498
-score PDS_SHORT_SPOOFED_URL 1.998
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_SHORT_SPOOFED_URL 1.997
+score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.998
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PHISH_FBASEAPP 1.159
+score PHISH_FBASEAPP 1.449
score PHP_ORIG_SCRIPT 2.497
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.167
-score RDNS_NUM_TLD_XM 1.067
+score RATWARE_NO_RDNS 2.489
+score RDNS_NUM_TLD_XM 0.774
score READY_TO_SHIP 1.248
score REPLYTO_EMPTY 3.995
score REPTO_419_FRAUD 2.996
@@ -204,31 +203,31 @@ score RISK_FREE 3.0
score SENDGRID_REDIR 1.498
score SERGIO_SUBJECT_VIAGRA01 4.495
score SHARE_50_50 2.297
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
-score SHORTENED_URL_SRC 2.696
-score SHORTENER_SHORT_IMG 1.358
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 2.697
+score SHORTENER_SHORT_IMG 0.424
score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 1.047
score SHORT_SHORTNER 1.997
score STATIC_XPRIO_OLE 1.997
-score STOX_BOUND_090909_B 0.592
+score STOX_BOUND_090909_B 0.589
score SUBJ_ATTENTION 0.498
score SUSP_UTF8_WORD_FROM 1.997
score SUSP_UTF8_WORD_SUBJ 1.997
score THIS_AD 1.098
-score THIS_IS_ADV_SUSP_NTLD 1.006
+score THIS_IS_ADV_SUSP_NTLD 0.764
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 0.717
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 1.602
+score TO_EQ_FM_DIRECT_MX 0.427
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 1.604
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.998
+score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_IP_HEX 0.625
-score TVD_IP_SING_HEX 1.083
+score TVD_IP_HEX 2.887
+score TVD_IP_SING_HEX 2.054
score TVD_RCVD_SPACE_BRACKET 2.596
score UNDISC_FREEM 3.196
score UNDISC_MONEY 3.595
@@ -236,10 +235,10 @@ score UNICODE_OBFU_ASC 2.4
score URI_DOTEDU 1.997
score URI_DQ_UNSUB 2.297
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.896
+score URI_GOOGLE_PROXY 2.996
score URI_GOOG_STO_SPAMMY 2.996
-score URI_HEX_IP 1.953
-score URI_LONG_REPEAT 1.669
+score URI_HEX_IP 0.603
+score URI_LONG_REPEAT 0.281
score URI_OBFU_DOM 2.297
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
@@ -247,16 +246,16 @@ score URI_TRY_3LD 1.9
score URI_WPADMIN 2.596
score URI_WP_DIRINDEX 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 1.887
-score WANT_TO_ORDER 1.443
+score VFY_ACCT_NORDNS 1.899
+score WANT_TO_ORDER 2.154
score WIKI_IMG 3.096
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.660
+score XM_DIGITS_ONLY 2.240
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOUR_DELIVERY_ADDRESS 0.039
-score YOU_INHERIT 2.497
+score YOUR_DELIVERY_ADDRESS 0.044
+score YOU_INHERIT 2.596
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -291,7 +290,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score END_FUTURE_EMAILS 1.000
@@ -315,7 +313,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_IMG_NOHTML 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
@@ -341,8 +338,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NORDNS_LOW_CONTRAST 1.000
score OBFU_BITCOIN 1.000
-score PDS_BTC_NTLD 1.000
-score PDS_FROM_2_EMAILS 1.000
score PDS_PHP_RUNTIME_FUNC 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHOTO_EDITING_DIRECT 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1890685&r1=1890684&r2=1890685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jun 11 02:50:04 2021
@@ -7,127 +7,126 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 3.895
-score ADVANCE_FEE_2_NEW_FORM 0.854
+score ADVANCE_FEE_2_NEW_FORM 1.491
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.698
-score ADVANCE_FEE_3_NEW 1.945
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.445
-score ADVANCE_FEE_3_NEW_MONEY 0.086
-score ADVANCE_FEE_4_NEW 0.645
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 1.947
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.746
+score ADVANCE_FEE_3_NEW_MONEY 0.082
+score ADVANCE_FEE_4_NEW 0.648
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.896
score ADVANCE_FEE_5_NEW 2.397
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.017
-score AD_PREFS 0.498
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.961
+score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.863
+score APP_DEVELOPMENT_NORDNS 1.892
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.851
-score BIGNUM_EMAILS_FREEM 1.812
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.664
+score BIGNUM_EMAILS_FREEM 2.337
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_DEADLINE 2.996
-score BITCOIN_IMGUR 1.706
+score BITCOIN_IMGUR 3.191
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.805
-score BITCOIN_SPAM_03 1.934
-score BITCOIN_SPAM_05 1.509
-score BITCOIN_SPAM_07 2.582
-score BITCOIN_XPRIO 1.002
-score BITCOIN_YOUR_INFO 2.760
+score BITCOIN_SPAM_02 1.798
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_05 1.905
+score BITCOIN_SPAM_07 1.480
+score BITCOIN_XPRIO 0.999
+score BITCOIN_YOUR_INFO 2.754
score BODY_SINGLE_URI 2.497
-score BODY_SINGLE_WORD 1.399
+score BODY_SINGLE_WORD 1.394
score BODY_URI_ONLY 2.996
-score BOGUS_MIME_VERSION 3.177
-score CK_HELO_GENERIC 0.248
+score BOGUS_MIME_VERSION 3.179
+score CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DEAR_EMAIL_USER 2.020
+score DEAR_EMAIL_USER 2.299
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.199
+score DKIMWL_WL_HIGH -0.200
score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 3.687
-score EBAY_IMG_NOT_RCVD_EBAY 1.168
+score DYNAMIC_IMGUR 1.473
+score EBAY_IMG_NOT_RCVD_EBAY 1.752
score ENCRYPTED_MESSAGE -0.998
score FAKE_REPLY_A1 2.696
-score FBI_MONEY 0.803
-score FBI_SPOOF 1.820
+score FBI_MONEY 1.602
+score FBI_SPOOF 1.119
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DIRECT 0.001 # force non-zero
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_MSGID 2.498
+score FONT_INVIS_MSGID 2.497
score FONT_INVIS_NORDNS 2.497
score FORGED_SPF_HELO 1.997
-score FORM_FRAUD 0.881
+score FORM_FRAUD 0.867
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 2.912
+score FORM_FRAUD_5 2.265
score FOUND_YOU 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_2_EMAILS_SHORT 2.996
score FROM_ADDR_WS 2.996
score FROM_BANK_NOAUTH 0.998
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_REPLYTO_FREEMAIL 1.999
+score FROM_GOV_REPLYTO_FREEMAIL 0.272
score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 1.448
-score FROM_MISSPACED 0.222
-score FROM_MISSP_DYNIP 1.741
+score FROM_IN_TO_AND_SUBJ 2.234
+score FROM_MISSPACED 0.254
+score FROM_MISSP_DYNIP 1.901
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.496
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.199
+score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.301
-score FROM_NTLD_REPLY_FREEMAIL 0.576
-score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.596
-score FROM_UNBAL2 2.198
+score FROM_MULTI_NORDNS 1.312
+score FROM_NTLD_REPLY_FREEMAIL 0.509
+score FROM_PAYPAL_SPOOF 1.598
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.593
+score FROM_UNBAL2 2.197
score FROM_WSP_TRAIL 2.297
-score FSL_BULK_SIG 2.105
+score FSL_BULK_SIG 2.139
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.097
-score GB_FAKE_RF_SHORT 0.814
-score GB_FREEMAIL_DISPTO 0.001
+score GB_FAKE_RF_SHORT 0.811
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
score GOOG_REDIR_HTML_ONLY 0.001
-score GOOG_REDIR_NORDNS 3.140
-score GOOG_STO_EMAIL_PHISH 2.855
-score GOOG_STO_HTML_PHISH 0.597
-score GOOG_STO_HTML_PHISH_MANY 1.730
-score GOOG_STO_IMG_HTML 2.997
-score GOOG_STO_NOIMG_HTML 2.996
+score GOOG_REDIR_NORDNS 3.125
+score GOOG_STO_EMAIL_PHISH 2.911
+score GOOG_STO_HTML_PHISH 0.627
+score GOOG_STO_HTML_PHISH_MANY 3.501
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.997
score HAS_X_OUTGOING_SPAM_STAT 0.797
-score HDRS_LCASE 0.098
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 1.801
+score HDR_ORDER_FTSDMCXX_DIRECT 1.808
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.534
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
+score HK_NAME_FM_MR_MRS 0.588
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.994
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 2.557
-score HOSTED_IMG_FREEM 3.497
-score HOSTED_IMG_MULTI 1.744
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.003
+score HK_WIN 0.689
+score HOSTED_IMG_DIRECT_MX 2.865
+score HOSTED_IMG_FREEM 3.496
+score HOSTED_IMG_MULTI 2.729
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 1.972
score HTML_FONT_TINY_NORDNS 1.498
@@ -135,75 +134,72 @@ score HTML_OFF_PAGE 2.9
score HTML_SINGLET_MANY 2.497
score HTML_TAG_BALANCE_CENTER 3.096
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.602
-score IMG_ONLY_FM_DOM_INFO 1.585
+score HTML_TEXT_INVISIBLE_STYLE 1.600
+score IMG_ONLY_FM_DOM_INFO 1.586
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.398
score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 1.066
-score LONG_HEX_URI 0.366
-score LONG_IMG_URI 0.388
-score LONG_INVISIBLE_TEXT 1.238
+score LIST_PRTL_SAME_USER 2.221
+score LONG_HEX_URI 0.360
+score LONG_IMG_URI 0.389
+score LONG_INVISIBLE_TEXT 1.248
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.288
+score LOTTO_AGENT 0.925
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 1.776
-score MALW_ATTACH 2.197
-score MANY_SPAN_IN_TEXT 1.898
+score MALWARE_NORDNS 1.774
+score MANY_SPAN_IN_TEXT 1.892
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.930
-score MIXED_CENTER_CASE 2.324
-score MIXED_ES 3.097
-score MIXED_FONT_CASE 2.497
-score MIXED_HREF_CASE 1.399
-score MIXED_IMG_CASE 1.300
+score MIXED_AREA_CASE 1.800
+score MIXED_CENTER_CASE 1.506
+score MIXED_ES 3.096
+score MIXED_FONT_CASE 2.418
+score MIXED_HREF_CASE 0.793
+score MIXED_IMG_CASE 0.389
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.497
+score MONEY_FORM_SHORT 2.285
score MONEY_FRAUD_3 2.896
score MONEY_FRAUD_5 2.896
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.750
+score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 1.751
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.497
score MSGID_HDR_MALF 3.496
-score MSGID_NOFQDN1 0.508
-score MSM_PRIO_REPTO 2.497
+score MSGID_NOFQDN1 0.506
+score MSM_PRIO_REPTO 2.028
score NA_DOLLARS 1.498
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.890
+score NORDNS_LOW_CONTRAST 1.916
score NOT_SPAM 2.297
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 2.696
-score NUMBEREND_LINKBAIT 0.357
+score NUMBEREND_LINKBAIT 0.849
score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.880
+score ODD_FREEM_REPTO 2.938
score ONLINE_MKTG_CNSLT 2.696
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.998
-score PDS_BTC_NTLD 0.871
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.997
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.442
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 3.496
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_NAKED_TO_NUMERO 1.443
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.001
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.206
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_SHORT_SPOOFED_URL 1.997
score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.974
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PHISH_FBASEAPP 1.467
+score PHISH_FBASEAPP 1.925
score PHP_ORIG_SCRIPT 2.497
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
@@ -212,31 +208,31 @@ score POSSIBLE_PAYPAL_PHISH_02 2.6
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.614
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 1.799
+score RATWARE_NO_RDNS 0.913
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 2.266
score READY_TO_SHIP 1.249
-score REPLYTO_EMPTY 3.795
+score REPLYTO_EMPTY 3.796
score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.871
-score REPTO_419_FRAUD_GM_LOOSE 0.998
+score REPTO_419_FRAUD_GM 2.755
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score REPTO_419_FRAUD_QQ 2.447
-score RISK_FREE 1.837
+score RISK_FREE 1.838
score SENDGRID_REDIR 1.498
score SERGIO_SUBJECT_VIAGRA01 3.296
-score SHARE_50_50 1.786
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.497
-score SHORTENER_SHORT_IMG 2.223
+score SHARE_50_50 1.548
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
+score SHORTENED_URL_SRC 2.596
+score SHORTENER_SHORT_IMG 2.319
score SHORTENER_SHORT_SUBJ 2.996
score SHORT_SHORTNER 1.997
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.997
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 1.998
score SPOOF_GMAIL_MID 0.324
-score STATIC_XPRIO_OLE 0.210
-score STOX_BOUND_090909_B 0.929
+score STATIC_XPRIO_OLE 0.202
+score STOX_BOUND_090909_B 0.518
score SUBJ_ATTENTION 0.498
score SUSP_UTF8_WORD_FROM 1.997
score SUSP_UTF8_WORD_SUBJ 1.997
@@ -244,48 +240,50 @@ score THIS_AD 0.9
score THIS_IS_ADV_SUSP_NTLD 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 0.455
-score TO_EQ_FM_DOM_HTML_ONLY 2.097
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 0.001
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 1.398
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.098
score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 0.771
+score TO_NO_BRKTS_HTML_IMG 1.543
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_MSFT 2.497
+score TO_NO_BRKTS_NORDNS_HTML 1.202
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_IP_HEX 1.889
-score TVD_IP_SING_HEX 1.395
-score TVD_RCVD_SPACE_BRACKET 1.682
+score TVD_IP_HEX 1.370
+score TVD_IP_SING_HEX 1.576
+score TVD_RCVD_SPACE_BRACKET 0.258
+score TVD_SPACE_ENCODED 0.001
score UNDISC_FREEM 2.996
score UNDISC_MONEY 3.396
-score UNICODE_OBFU_ASC 2.497
+score UNICODE_OBFU_ASC 2.498
score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.135
-score URI_FIREBASEAPP 2.996
+score URI_DQ_UNSUB 1.694
+score URI_FIREBASEAPP 2.997
score URI_GOOGLE_PROXY 2.896
-score URI_GOOG_STO_SPAMMY 2.997
-score URI_HEX_IP 1.685
-score URI_LONG_REPEAT 1.192
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_HEX_IP 1.419
+score URI_LONG_REPEAT 0.001
score URI_OBFU_DOM 2.197
-score URI_ONLY_MSGID_MALF 1.248
-score URI_PHISH 3.554
+score URI_ONLY_MSGID_MALF 1.942
+score URI_PHISH 3.084
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.397
-score URI_WP_DIRINDEX 2.584
+score URI_WP_DIRINDEX 2.588
score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.498
-score VFY_ACCT_NORDNS 2.908
-score WANT_TO_ORDER 1.537
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.905
+score WANT_TO_ORDER 1.289
score WIKI_IMG 2.800
-score XFER_LOTSA_MONEY 0.895
-score XM_DIGITS_ONLY 1.310
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 0.919
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOUR_DELIVERY_ADDRESS 0.070
+score YOUR_DELIVERY_ADDRESS 0.542
score YOU_INHERIT 2.397
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1890685&r1=1890684&r2=1890685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jun 11 02:50:04 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 277996 48.496% (99.693% of non-spam corpus)
-# Correctly spam: 152676 26.634% (51.864% of spam corpus)
-# False positives: 857 0.150% (0.307% of nonspam, 28409 weighted)
-# False negatives: 141703 24.720% (48.136% of spam, 254847 weighted)
-# Average score for spam: 7.2 nonspam: 0.6
+# Correctly non-spam: 277991 48.496% (99.691% of non-spam corpus)
+# Correctly spam: 152623 26.625% (51.846% of spam corpus)
+# False positives: 862 0.150% (0.309% of nonspam, 28517 weighted)
+# False negatives: 141753 24.729% (48.154% of spam, 254949 weighted)
+# Average score for spam: 7.1 nonspam: 0.6
# Average for false-pos: 6.3 false-neg: 1.8
-# TOTAL: 573232 100.00%
+# TOTAL: 573229 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 34777 99.68%
-# Correctly spam: 19016 51.74%
+# Correctly spam: 18994 51.68%
# False positives: 112 0.32%
-# False negatives: 17737 48.26%
-# TCR(l=50): 1.574881 SpamRecall: 51.740% SpamPrec: 99.414%
+# False negatives: 17759 48.32%
+# TCR(l=50): 1.573398 SpamRecall: 51.680% SpamPrec: 99.414%
##### 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: 268759 96.38%
-# Correctly spam: 122297 41.54%
+# Correctly spam: 122396 41.58%
# False positives: 10094 3.62%
-# False negatives: 172082 58.46%
-# TCR(l=50): 0.434969 SpamRecall: 41.544% SpamPrec: 92.376%
+# False negatives: 171980 58.42%
+# TCR(l=50): 0.435030 SpamRecall: 41.578% SpamPrec: 92.381%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 33562 96.20%
-# Correctly spam: 15290 41.60%
+# Correctly spam: 15308 41.65%
# False positives: 1327 3.80%
-# False negatives: 21463 58.40%
-# TCR(l=50): 0.418537 SpamRecall: 41.602% SpamPrec: 92.014%
+# False negatives: 21445 58.35%
+# TCR(l=50): 0.418623 SpamRecall: 41.651% SpamPrec: 92.023%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1890685&r1=1890684&r2=1890685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jun 11 02:50:04 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 280665 47.865% (99.551% of non-spam corpus)
-# Correctly spam: 226440 38.617% (74.380% of spam corpus)
-# False positives: 1267 0.216% (0.449% of nonspam, 88039 weighted)
-# False negatives: 77995 13.301% (25.620% of spam, 174036 weighted)
-# Average score for spam: 10.1 nonspam: -0.6
-# Average for false-pos: 6.4 false-neg: 2.2
-# TOTAL: 586367 100.00%
+# Correctly non-spam: 280796 47.888% (99.597% of non-spam corpus)
+# Correctly spam: 226415 38.613% (74.373% of spam corpus)
+# False positives: 1136 0.194% (0.403% of nonspam, 80998 weighted)
+# False negatives: 78017 13.305% (25.627% of spam, 174226 weighted)
+# Average score for spam: 10.0 nonspam: -0.6
+# Average for false-pos: 6.6 false-neg: 2.2
+# TOTAL: 586364 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 35104 99.55%
-# Correctly spam: 28233 74.31%
+# Correctly spam: 28178 74.17%
# False positives: 158 0.45%
-# False negatives: 9759 25.69%
-# TCR(l=50): 2.151424 SpamRecall: 74.313% SpamPrec: 99.443%
+# False negatives: 9814 25.83%
+# TCR(l=50): 2.144744 SpamRecall: 74.168% SpamPrec: 99.442%
##### 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: 278909 98.93%
-# Correctly spam: 124043 40.75%
+# Correctly spam: 124130 40.77%
# False positives: 3023 1.07%
-# False negatives: 180392 59.25%
-# TCR(l=50): 0.918240 SpamRecall: 40.745% SpamPrec: 97.621%
+# False negatives: 180302 59.23%
+# TCR(l=50): 0.918480 SpamRecall: 40.774% SpamPrec: 97.623%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 34890 98.95%
-# Correctly spam: 15651 41.20%
+# Correctly spam: 15606 41.08%
# False positives: 372 1.05%
-# False negatives: 22341 58.80%
-# TCR(l=50): 0.927970 SpamRecall: 41.196% SpamPrec: 97.678%
+# False negatives: 22386 58.92%
+# TCR(l=50): 0.926951 SpamRecall: 41.077% SpamPrec: 97.672%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1890685&r1=1890684&r2=1890685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Jun 11 02:50:04 2021
@@ -11,167 +11,166 @@ score ADVANCE_FEE_2_NEW_FORM 0.0
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.620
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.586
score ADVANCE_FEE_3_NEW_MONEY 1.984
score ADVANCE_FEE_4_NEW 2.596
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.996
+score ADVANCE_FEE_4_NEW_MONEY 3.096
score ADVANCE_FEE_5_NEW 2.497
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.255
+score ADVANCE_FEE_5_NEW_FRM_MNY 2.303
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APP_DEVELOPMENT_NORDNS 1.220
+score APP_DEVELOPMENT_NORDNS 1.235
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.615
-score BIGNUM_EMAILS_FREEM 2.935
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.484
+score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_DEADLINE 2.996
score BITCOIN_IMGUR 3.496
score BITCOIN_MALF_HTML 3.496
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_03 1.910
score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_10 2.439
+score BITCOIN_SPAM_10 1.300
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.404
+score BITCOIN_YOUR_INFO 2.408
score BODY_SINGLE_URI 2.497
score BODY_SINGLE_WORD 2.497
-score BOGUS_MIME_VERSION 2.690
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML 2.498
+score BOGUS_MIME_VERSION 2.704
+score CK_HELO_GENERIC 0.248
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
-score DEAR_EMAIL_USER 2.258
-score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 2.502
-score EBAY_IMG_NOT_RCVD_EBAY 2.847
+score DEAR_EMAIL_USER 2.325
+score DSN_NO_MIMEVERSION 1.998
+score DYNAMIC_IMGUR 2.000
+score EBAY_IMG_NOT_RCVD_EBAY 2.295
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 2.712
-score FBI_MONEY 0.001
-score FBI_SPOOF 1.000
-score FILL_THIS_FORM 1.204
-score FONT_INVIS_DIRECT 0.001
+score FAKE_REPLY_A1 2.999
+score FBI_MONEY 0.416
+score FBI_SPOOF 1.701
+score FILL_THIS_FORM 1.203
+score FONT_INVIS_DIRECT 0.197
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.006
-score FORM_FRAUD_5 1.499
+score FONT_INVIS_NORDNS 1.003
+score FORM_FRAUD_5 1.495
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_2_EMAILS_SHORT 2.996
-score FROM_IN_TO_AND_SUBJ 2.397
+score FROM_IN_TO_AND_SUBJ 2.340
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 1.309
+score FROM_MISSP_DYNIP 1.316
score FROM_MISSP_EH_MATCH 1.997
score FROM_MISSP_FREEMAIL 3.595
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
-score FROM_MISSP_TO_UNDISC 2.490
+score FROM_MISSP_TO_UNDISC 1.976
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.497
-score FROM_NTLD_LINKBAIT 1.720
-score FROM_NTLD_REPLY_FREEMAIL 1.931
+score FROM_MULTI_NORDNS 1.893
+score FROM_NTLD_LINKBAIT 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.460
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.996
score FROM_UNBAL2 2.297
-score FROM_WSP_TRAIL 2.397
+score FROM_WSP_TRAIL 2.497
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.197
score FUZZY_CLICK_HERE 2.197
-score FUZZY_WALLET 1.194
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
+score FUZZY_WALLET 1.528
+score GB_FAKE_RF_SHORT 1.998
+score GB_FREEMAIL_DISPTO 0.499
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOGLE_DOC_SUSP 2.996
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.582
-score GOOG_STO_EMAIL_PHISH 2.122
-score GOOG_STO_HTML_PHISH 2.946
-score GOOG_STO_HTML_PHISH_MANY 3.133
+score GOOG_REDIR_NORDNS 2.597
+score GOOG_STO_EMAIL_PHISH 2.805
+score GOOG_STO_HTML_PHISH 1.959
+score GOOG_STO_HTML_PHISH_MANY 0.396
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.997
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 1.997
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 1.997
-score HK_WIN 0.370
-score HOSTED_IMG_DIRECT_MX 3.494
-score HOSTED_IMG_FREEM 3.497
-score HOSTED_IMG_MULTI 1.015
+score HK_WIN 0.462
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 3.496
+score HOSTED_IMG_MULTI 0.178
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 0.831
+score HTML_ENTITY_ASCII 0.826
score HTML_FONT_TINY_NORDNS 1.498
-score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 2.984
-score HTML_TEXT_INVISIBLE_STYLE 1.197
-score IMG_ONLY_FM_DOM_INFO 0.890
+score HTML_OFF_PAGE 2.997
+score HTML_TAG_BALANCE_CENTER 2.651
+score HTML_TEXT_INVISIBLE_STYLE 1.529
+score IMG_ONLY_FM_DOM_INFO 0.891
score JH_SPAMMY_HEADERS 3.496
score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 1.785
+score LIST_PRTL_SAME_USER 1.780
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 1.688
-score LONG_INVISIBLE_TEXT 1.941
+score LONG_IMG_URI 1.689
+score LONG_INVISIBLE_TEXT 1.943
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 2.102
+score MALWARE_NORDNS 2.101
score MALW_ATTACH 2.297
score MANY_SPAN_IN_TEXT 3.695
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.997
-score MIXED_AREA_CASE 0.951
+score MIXED_AREA_CASE 1.563
score MIXED_CENTER_CASE 2.497
score MIXED_ES 3.296
score MIXED_FONT_CASE 2.497
-score MIXED_HREF_CASE 0.468
-score MIXED_IMG_CASE 2.944
+score MIXED_HREF_CASE 0.927
+score MIXED_IMG_CASE 1.952
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.483
-score MONEY_FRAUD_3 2.849
-score MONEY_FRAUD_5 2.656
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 2.491
+score MONEY_FRAUD_3 2.683
+score MONEY_FRAUD_5 2.738
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.288
+score MONEY_FROM_MISSP 0.293
score MONEY_NOHTML 2.497
score MSGID_HDR_MALF 3.496
-score MSGID_NOFQDN1 1.402
+score MSGID_NOFQDN1 1.408
score NA_DOLLARS 1.498
-score NICE_REPLY_A -0.238
-score NOT_SPAM 2.597
-score NO_FM_NAME_IP_HOSTN 0.987
+score NICE_REPLY_A -0.241
+score NOT_SPAM 2.596
+score NO_FM_NAME_IP_HOSTN 0.989
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.536
+score NSL_RCVD_HELO_USER 0.934
score NUMBEREND_LINKBAIT 0.999
score OBFU_JVSCR_ESC 2.297
score OBFU_TEXT_ATTACH 1.597
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 1.269
-score ONLINE_MKTG_CNSLT 2.696
-score ORDER_TODAY 1.329
-score PDS_BAD_THREAD_QP_64 0.998
+score OFFER_ONLY_AMERICA 1.182
+score ONLINE_MKTG_CNSLT 2.796
+score ORDER_TODAY 2.214
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.998
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_EMPTYSUBJ_URISHRT 1.498
-score PDS_FRNOM_TODOM_DBL_URL 1.237
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
+score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
@@ -179,20 +178,20 @@ score PDS_OTHER_BAD_TLD 1.9
score PDS_PHP_EVAL 1.498
score PDS_PRO_TLD 0.998
score PDS_SHORTFWD_URISHRT_QP 1.498
-score PDS_SHORT_SPOOFED_URL 1.998
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_SHORT_SPOOFED_URL 1.997
+score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.998
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PHISH_FBASEAPP 1.159
+score PHISH_FBASEAPP 1.449
score PHP_ORIG_SCRIPT 2.497
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.167
-score RDNS_NUM_TLD_XM 1.067
+score RATWARE_NO_RDNS 2.489
+score RDNS_NUM_TLD_XM 0.774
score READY_TO_SHIP 1.248
score REPLYTO_EMPTY 3.995
score REPTO_419_FRAUD 2.996
@@ -204,31 +203,31 @@ score RISK_FREE 3.0
score SENDGRID_REDIR 1.498
score SERGIO_SUBJECT_VIAGRA01 4.495
score SHARE_50_50 2.297
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
-score SHORTENED_URL_SRC 2.696
-score SHORTENER_SHORT_IMG 1.358
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 2.697
+score SHORTENER_SHORT_IMG 0.424
score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 1.047
score SHORT_SHORTNER 1.997
score STATIC_XPRIO_OLE 1.997
-score STOX_BOUND_090909_B 0.592
+score STOX_BOUND_090909_B 0.589
score SUBJ_ATTENTION 0.498
score SUSP_UTF8_WORD_FROM 1.997
score SUSP_UTF8_WORD_SUBJ 1.997
score THIS_AD 1.098
-score THIS_IS_ADV_SUSP_NTLD 1.006
+score THIS_IS_ADV_SUSP_NTLD 0.764
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 0.717
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 1.602
+score TO_EQ_FM_DIRECT_MX 0.427
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 1.604
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.998
+score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_IP_HEX 0.625
-score TVD_IP_SING_HEX 1.083
+score TVD_IP_HEX 2.887
+score TVD_IP_SING_HEX 2.054
score TVD_RCVD_SPACE_BRACKET 2.596
score UNDISC_FREEM 3.196
score UNDISC_MONEY 3.595
@@ -236,10 +235,10 @@ score UNICODE_OBFU_ASC 2.4
score URI_DOTEDU 1.997
score URI_DQ_UNSUB 2.297
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.896
+score URI_GOOGLE_PROXY 2.996
score URI_GOOG_STO_SPAMMY 2.996
-score URI_HEX_IP 1.953
-score URI_LONG_REPEAT 1.669
+score URI_HEX_IP 0.603
+score URI_LONG_REPEAT 0.281
score URI_OBFU_DOM 2.297
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
@@ -247,16 +246,16 @@ score URI_TRY_3LD 1.9
score URI_WPADMIN 2.596
score URI_WP_DIRINDEX 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 1.887
-score WANT_TO_ORDER 1.443
+score VFY_ACCT_NORDNS 1.899
+score WANT_TO_ORDER 2.154
score WIKI_IMG 3.096
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.660
+score XM_DIGITS_ONLY 2.240
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOUR_DELIVERY_ADDRESS 0.039
-score YOU_INHERIT 2.497
+score YOUR_DELIVERY_ADDRESS 0.044
+score YOU_INHERIT 2.596
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -291,7 +290,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score END_FUTURE_EMAILS 1.000
@@ -315,7 +313,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_IMG_NOHTML 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
@@ -341,8 +338,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NORDNS_LOW_CONTRAST 1.000
score OBFU_BITCOIN 1.000
-score PDS_BTC_NTLD 1.000
-score PDS_FROM_2_EMAILS 1.000
score PDS_PHP_RUNTIME_FUNC 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHOTO_EDITING_DIRECT 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1890685&r1=1890684&r2=1890685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jun 11 02:50:04 2021
@@ -7,127 +7,126 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 3.895
-score ADVANCE_FEE_2_NEW_FORM 0.854
+score ADVANCE_FEE_2_NEW_FORM 1.491
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.698
-score ADVANCE_FEE_3_NEW 1.945
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.445
-score ADVANCE_FEE_3_NEW_MONEY 0.086
-score ADVANCE_FEE_4_NEW 0.645
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 1.947
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.746
+score ADVANCE_FEE_3_NEW_MONEY 0.082
+score ADVANCE_FEE_4_NEW 0.648
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.896
score ADVANCE_FEE_5_NEW 2.397
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.017
-score AD_PREFS 0.498
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.961
+score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.863
+score APP_DEVELOPMENT_NORDNS 1.892
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.851
-score BIGNUM_EMAILS_FREEM 1.812
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.664
+score BIGNUM_EMAILS_FREEM 2.337
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_DEADLINE 2.996
-score BITCOIN_IMGUR 1.706
+score BITCOIN_IMGUR 3.191
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.805
-score BITCOIN_SPAM_03 1.934
-score BITCOIN_SPAM_05 1.509
-score BITCOIN_SPAM_07 2.582
-score BITCOIN_XPRIO 1.002
-score BITCOIN_YOUR_INFO 2.760
+score BITCOIN_SPAM_02 1.798
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_05 1.905
+score BITCOIN_SPAM_07 1.480
+score BITCOIN_XPRIO 0.999
+score BITCOIN_YOUR_INFO 2.754
score BODY_SINGLE_URI 2.497
-score BODY_SINGLE_WORD 1.399
+score BODY_SINGLE_WORD 1.394
score BODY_URI_ONLY 2.996
-score BOGUS_MIME_VERSION 3.177
-score CK_HELO_GENERIC 0.248
+score BOGUS_MIME_VERSION 3.179
+score CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DEAR_EMAIL_USER 2.020
+score DEAR_EMAIL_USER 2.299
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.199
+score DKIMWL_WL_HIGH -0.200
score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 3.687
-score EBAY_IMG_NOT_RCVD_EBAY 1.168
+score DYNAMIC_IMGUR 1.473
+score EBAY_IMG_NOT_RCVD_EBAY 1.752
score ENCRYPTED_MESSAGE -0.998
score FAKE_REPLY_A1 2.696
-score FBI_MONEY 0.803
-score FBI_SPOOF 1.820
+score FBI_MONEY 1.602
+score FBI_SPOOF 1.119
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_DIRECT 0.001 # force non-zero
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_MSGID 2.498
+score FONT_INVIS_MSGID 2.497
score FONT_INVIS_NORDNS 2.497
score FORGED_SPF_HELO 1.997
-score FORM_FRAUD 0.881
+score FORM_FRAUD 0.867
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 2.912
+score FORM_FRAUD_5 2.265
score FOUND_YOU 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_2_EMAILS_SHORT 2.996
score FROM_ADDR_WS 2.996
score FROM_BANK_NOAUTH 0.998
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_REPLYTO_FREEMAIL 1.999
+score FROM_GOV_REPLYTO_FREEMAIL 0.272
score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 1.448
-score FROM_MISSPACED 0.222
-score FROM_MISSP_DYNIP 1.741
+score FROM_IN_TO_AND_SUBJ 2.234
+score FROM_MISSPACED 0.254
+score FROM_MISSP_DYNIP 1.901
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.496
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.199
+score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.301
-score FROM_NTLD_REPLY_FREEMAIL 0.576
-score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.596
-score FROM_UNBAL2 2.198
+score FROM_MULTI_NORDNS 1.312
+score FROM_NTLD_REPLY_FREEMAIL 0.509
+score FROM_PAYPAL_SPOOF 1.598
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.593
+score FROM_UNBAL2 2.197
score FROM_WSP_TRAIL 2.297
-score FSL_BULK_SIG 2.105
+score FSL_BULK_SIG 2.139
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.097
-score GB_FAKE_RF_SHORT 0.814
-score GB_FREEMAIL_DISPTO 0.001
+score GB_FAKE_RF_SHORT 0.811
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
score GOOG_REDIR_HTML_ONLY 0.001
-score GOOG_REDIR_NORDNS 3.140
-score GOOG_STO_EMAIL_PHISH 2.855
-score GOOG_STO_HTML_PHISH 0.597
-score GOOG_STO_HTML_PHISH_MANY 1.730
-score GOOG_STO_IMG_HTML 2.997
-score GOOG_STO_NOIMG_HTML 2.996
+score GOOG_REDIR_NORDNS 3.125
+score GOOG_STO_EMAIL_PHISH 2.911
+score GOOG_STO_HTML_PHISH 0.627
+score GOOG_STO_HTML_PHISH_MANY 3.501
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.997
score HAS_X_OUTGOING_SPAM_STAT 0.797
-score HDRS_LCASE 0.098
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 1.801
+score HDR_ORDER_FTSDMCXX_DIRECT 1.808
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.534
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
+score HK_NAME_FM_MR_MRS 0.588
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.994
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 2.557
-score HOSTED_IMG_FREEM 3.497
-score HOSTED_IMG_MULTI 1.744
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.003
+score HK_WIN 0.689
+score HOSTED_IMG_DIRECT_MX 2.865
+score HOSTED_IMG_FREEM 3.496
+score HOSTED_IMG_MULTI 2.729
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 1.972
score HTML_FONT_TINY_NORDNS 1.498
@@ -135,75 +134,72 @@ score HTML_OFF_PAGE 2.9
score HTML_SINGLET_MANY 2.497
score HTML_TAG_BALANCE_CENTER 3.096
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.602
-score IMG_ONLY_FM_DOM_INFO 1.585
+score HTML_TEXT_INVISIBLE_STYLE 1.600
+score IMG_ONLY_FM_DOM_INFO 1.586
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.398
score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 1.066
-score LONG_HEX_URI 0.366
-score LONG_IMG_URI 0.388
-score LONG_INVISIBLE_TEXT 1.238
+score LIST_PRTL_SAME_USER 2.221
+score LONG_HEX_URI 0.360
+score LONG_IMG_URI 0.389
+score LONG_INVISIBLE_TEXT 1.248
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.288
+score LOTTO_AGENT 0.925
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 1.776
-score MALW_ATTACH 2.197
-score MANY_SPAN_IN_TEXT 1.898
+score MALWARE_NORDNS 1.774
+score MANY_SPAN_IN_TEXT 1.892
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.930
-score MIXED_CENTER_CASE 2.324
-score MIXED_ES 3.097
-score MIXED_FONT_CASE 2.497
-score MIXED_HREF_CASE 1.399
-score MIXED_IMG_CASE 1.300
+score MIXED_AREA_CASE 1.800
+score MIXED_CENTER_CASE 1.506
+score MIXED_ES 3.096
+score MIXED_FONT_CASE 2.418
+score MIXED_HREF_CASE 0.793
+score MIXED_IMG_CASE 0.389
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.497
+score MONEY_FORM_SHORT 2.285
score MONEY_FRAUD_3 2.896
score MONEY_FRAUD_5 2.896
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.750
+score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 1.751
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.497
score MSGID_HDR_MALF 3.496
-score MSGID_NOFQDN1 0.508
-score MSM_PRIO_REPTO 2.497
+score MSGID_NOFQDN1 0.506
+score MSM_PRIO_REPTO 2.028
score NA_DOLLARS 1.498
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.890
+score NORDNS_LOW_CONTRAST 1.916
score NOT_SPAM 2.297
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 2.696
-score NUMBEREND_LINKBAIT 0.357
+score NUMBEREND_LINKBAIT 0.849
score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.880
+score ODD_FREEM_REPTO 2.938
score ONLINE_MKTG_CNSLT 2.696
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.998
-score PDS_BTC_NTLD 0.871
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.997
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.442
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 3.496
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_NAKED_TO_NUMERO 1.443
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.001
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.206
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_SHORT_SPOOFED_URL 1.997
score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.974
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PHISH_FBASEAPP 1.467
+score PHISH_FBASEAPP 1.925
score PHP_ORIG_SCRIPT 2.497
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
@@ -212,31 +208,31 @@ score POSSIBLE_PAYPAL_PHISH_02 2.6
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.614
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 1.799
+score RATWARE_NO_RDNS 0.913
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 2.266
score READY_TO_SHIP 1.249
-score REPLYTO_EMPTY 3.795
+score REPLYTO_EMPTY 3.796
score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.871
-score REPTO_419_FRAUD_GM_LOOSE 0.998
+score REPTO_419_FRAUD_GM 2.755
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score REPTO_419_FRAUD_QQ 2.447
-score RISK_FREE 1.837
+score RISK_FREE 1.838
score SENDGRID_REDIR 1.498
score SERGIO_SUBJECT_VIAGRA01 3.296
-score SHARE_50_50 1.786
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.497
-score SHORTENER_SHORT_IMG 2.223
+score SHARE_50_50 1.548
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
+score SHORTENED_URL_SRC 2.596
+score SHORTENER_SHORT_IMG 2.319
score SHORTENER_SHORT_SUBJ 2.996
score SHORT_SHORTNER 1.997
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.997
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 1.998
score SPOOF_GMAIL_MID 0.324
-score STATIC_XPRIO_OLE 0.210
-score STOX_BOUND_090909_B 0.929
+score STATIC_XPRIO_OLE 0.202
+score STOX_BOUND_090909_B 0.518
score SUBJ_ATTENTION 0.498
score SUSP_UTF8_WORD_FROM 1.997
score SUSP_UTF8_WORD_SUBJ 1.997
@@ -244,48 +240,50 @@ score THIS_AD 0.9
score THIS_IS_ADV_SUSP_NTLD 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 0.455
-score TO_EQ_FM_DOM_HTML_ONLY 2.097
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 0.001
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 1.398
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.098
score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 0.771
+score TO_NO_BRKTS_HTML_IMG 1.543
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_MSFT 2.497
+score TO_NO_BRKTS_NORDNS_HTML 1.202
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_IP_HEX 1.889
-score TVD_IP_SING_HEX 1.395
-score TVD_RCVD_SPACE_BRACKET 1.682
+score TVD_IP_HEX 1.370
+score TVD_IP_SING_HEX 1.576
+score TVD_RCVD_SPACE_BRACKET 0.258
+score TVD_SPACE_ENCODED 0.001
score UNDISC_FREEM 2.996
score UNDISC_MONEY 3.396
-score UNICODE_OBFU_ASC 2.497
+score UNICODE_OBFU_ASC 2.498
score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.135
-score URI_FIREBASEAPP 2.996
+score URI_DQ_UNSUB 1.694
+score URI_FIREBASEAPP 2.997
score URI_GOOGLE_PROXY 2.896
-score URI_GOOG_STO_SPAMMY 2.997
-score URI_HEX_IP 1.685
-score URI_LONG_REPEAT 1.192
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_HEX_IP 1.419
+score URI_LONG_REPEAT 0.001
score URI_OBFU_DOM 2.197
-score URI_ONLY_MSGID_MALF 1.248
-score URI_PHISH 3.554
+score URI_ONLY_MSGID_MALF 1.942
+score URI_PHISH 3.084
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.397
-score URI_WP_DIRINDEX 2.584
+score URI_WP_DIRINDEX 2.588
score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.498
-score VFY_ACCT_NORDNS 2.908
-score WANT_TO_ORDER 1.537
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.905
+score WANT_TO_ORDER 1.289
score WIKI_IMG 2.800
-score XFER_LOTSA_MONEY 0.895
-score XM_DIGITS_ONLY 1.310
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 0.919
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOUR_DELIVERY_ADDRESS 0.070
+score YOUR_DELIVERY_ADDRESS 0.542
score YOU_INHERIT 2.397
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1890685&r1=1890684&r2=1890685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jun 11 02:50:04 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 277996 48.496% (99.693% of non-spam corpus)
-# Correctly spam: 152676 26.634% (51.864% of spam corpus)
-# False positives: 857 0.150% (0.307% of nonspam, 28409 weighted)
-# False negatives: 141703 24.720% (48.136% of spam, 254847 weighted)
-# Average score for spam: 7.2 nonspam: 0.6
+# Correctly non-spam: 277991 48.496% (99.691% of non-spam corpus)
+# Correctly spam: 152623 26.625% (51.846% of spam corpus)
+# False positives: 862 0.150% (0.309% of nonspam, 28517 weighted)
+# False negatives: 141753 24.729% (48.154% of spam, 254949 weighted)
+# Average score for spam: 7.1 nonspam: 0.6
# Average for false-pos: 6.3 false-neg: 1.8
-# TOTAL: 573232 100.00%
+# TOTAL: 573229 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 34777 99.68%
-# Correctly spam: 19016 51.74%
+# Correctly spam: 18994 51.68%
# False positives: 112 0.32%
-# False negatives: 17737 48.26%
-# TCR(l=50): 1.574881 SpamRecall: 51.740% SpamPrec: 99.414%
+# False negatives: 17759 48.32%
+# TCR(l=50): 1.573398 SpamRecall: 51.680% SpamPrec: 99.414%
##### 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: 268759 96.38%
-# Correctly spam: 122297 41.54%
+# Correctly spam: 122396 41.58%
# False positives: 10094 3.62%
-# False negatives: 172082 58.46%
-# TCR(l=50): 0.434969 SpamRecall: 41.544% SpamPrec: 92.376%
+# False negatives: 171980 58.42%
+# TCR(l=50): 0.435030 SpamRecall: 41.578% SpamPrec: 92.381%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 33562 96.20%
-# Correctly spam: 15290 41.60%
+# Correctly spam: 15308 41.65%
# False positives: 1327 3.80%
-# False negatives: 21463 58.40%
-# TCR(l=50): 0.418537 SpamRecall: 41.602% SpamPrec: 92.014%
+# False negatives: 21445 58.35%
+# TCR(l=50): 0.418623 SpamRecall: 41.651% SpamPrec: 92.023%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1890685&r1=1890684&r2=1890685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jun 11 02:50:04 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 280665 47.865% (99.551% of non-spam corpus)
-# Correctly spam: 226440 38.617% (74.380% of spam corpus)
-# False positives: 1267 0.216% (0.449% of nonspam, 88039 weighted)
-# False negatives: 77995 13.301% (25.620% of spam, 174036 weighted)
-# Average score for spam: 10.1 nonspam: -0.6
-# Average for false-pos: 6.4 false-neg: 2.2
-# TOTAL: 586367 100.00%
+# Correctly non-spam: 280796 47.888% (99.597% of non-spam corpus)
+# Correctly spam: 226415 38.613% (74.373% of spam corpus)
+# False positives: 1136 0.194% (0.403% of nonspam, 80998 weighted)
+# False negatives: 78017 13.305% (25.627% of spam, 174226 weighted)
+# Average score for spam: 10.0 nonspam: -0.6
+# Average for false-pos: 6.6 false-neg: 2.2
+# TOTAL: 586364 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 35104 99.55%
-# Correctly spam: 28233 74.31%
+# Correctly spam: 28178 74.17%
# False positives: 158 0.45%
-# False negatives: 9759 25.69%
-# TCR(l=50): 2.151424 SpamRecall: 74.313% SpamPrec: 99.443%
+# False negatives: 9814 25.83%
+# TCR(l=50): 2.144744 SpamRecall: 74.168% SpamPrec: 99.442%
##### 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: 278909 98.93%
-# Correctly spam: 124043 40.75%
+# Correctly spam: 124130 40.77%
# False positives: 3023 1.07%
-# False negatives: 180392 59.25%
-# TCR(l=50): 0.918240 SpamRecall: 40.745% SpamPrec: 97.621%
+# False negatives: 180302 59.23%
+# TCR(l=50): 0.918480 SpamRecall: 40.774% SpamPrec: 97.623%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 34890 98.95%
-# Correctly spam: 15651 41.20%
+# Correctly spam: 15606 41.08%
# False positives: 372 1.05%
-# False negatives: 22341 58.80%
-# TCR(l=50): 0.927970 SpamRecall: 41.196% SpamPrec: 97.678%
+# False negatives: 22386 58.92%
+# TCR(l=50): 0.926951 SpamRecall: 41.077% SpamPrec: 97.672%