Created
August 23, 2017 21:00
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| SYMBOL OLD_SCORE NEW_SCORE | |
| R_MIXED_CHARSET 5 5.43 | |
| FORGED_MUA_THEBAT_BOUN 2 0.44 | |
| FORGED_MUA_THEBAT_MSGID_UNKNOWN 3 17.22 | |
| MID_BARE_IP 2 -5.16 | |
| FROM_EXCESS_BASE64 1.5 3.21 | |
| SUBJ_ALL_CAPS 3 20.95 | |
| FAKE_REPLY_C 6 2.69 | |
| TO_DOM_EQ_FROM_DOM 0 9.70 | |
| R_BAD_CTE_7BIT 4 22.36 | |
| SUSPICIOUS_RECIPS 1.5 2.93 | |
| FORGED_OUTLOOK_HTML 5 2.59 | |
| MV_CASE 0.5 13.11 | |
| R_SUSPICIOUS_URL 5 2.13 | |
| BROKEN_HEADERS 10 4.96 | |
| FAKE_REPLY 1 -15.45 | |
| SUBJECT_ENDS_EXCLAIM 0 18.37 | |
| RATWARE_MS_HASH 2 7.74 | |
| RCPT_COUNT_GT_50 0 -0.70 | |
| PREVIOUSLY_DELIVERED 0 0.92 | |
| SUBJECT_HAS_EXCLAIM 0 -0.73 | |
| FROM_EQ_ENVFROM 0 4.65 | |
| INTRODUCTION 2 46.49 | |
| REPTO_QUOTE_YAHOO 2 9.44 | |
| R_UNDISC_RCPT 3 11.55 | |
| MIME_HTML_ONLY 0.2 12.21 | |
| FORGED_MUA_MAILLIST 0 -0.78 | |
| TAGGED_RCPT 0 -0.70 | |
| URI_COUNT_ODD 1 1.03 | |
| HEADER_FORGED_MDN 2 0.43 | |
| MISSING_TO 2 0.43 | |
| FROM_EXCESS_QP 1.2 -19.01 | |
| TO_DN_EQ_ADDR_SOME 0 -0.71 | |
| FROM_DN_EQ_ADDR 1 4.82 | |
| HAS_XAW 0 -9.22 | |
| REPLYTO_ADDR_EQ_FROM 0 25.94 | |
| HAS_ATTACHMENT 0 3.51 | |
| HAS_ORG_HEADER 0 0.92 | |
| HTML_SHORT_LINK_IMG_1 2 20.40 | |
| REPLYTO_EQ_FROM 0 18.09 | |
| RCVD_COUNT_FIVE 0 9.03 | |
| HAS_X_PRIO_ONE 0 11.57 | |
| PRECEDENCE_BULK 0 -14.50 | |
| RCPT_COUNT_THREE 0 -14.15 | |
| TO_EXCESS_BASE64 1.5 3.21 | |
| RCVD_COUNT_TWO 0 5.27 | |
| MID_RHS_IP_LITERAL 0.5 -16.10 | |
| ARC_NA 0 3.65 | |
| RCVD_COUNT_SEVEN 0 -19.29 | |
| DATE_IN_FUTURE 4 1.56 | |
| RCPT_COUNT_SEVEN 0 -0.70 | |
| FORGED_MUA_KMAIL_MSGID 3 0.46 | |
| MIME_BASE64_TEXT 0 4.51 | |
| TO_EQ_FROM 0 2.19 | |
| MISSING_SUBJECT 2 0.43 | |
| INVALID_MSGID 1.7 3.80 | |
| MID_MISSING_BRACKETS 0.5 -0.42 | |
| SUBJECT_NEEDS_ENCODING 1 6.76 | |
| FROM_NO_DN 0 17.19 | |
| MIME_GOOD -0.1 -22.25 | |
| MIME_HEADER_CTYPE_ONLY 2 10.59 | |
| EXT_CSS 1 -0.14 | |
| RCVD_COUNT_THREE 0 4.19 | |
| RCPT_COUNT_TWO 0 -14.48 | |
| TO_DN_ALL 0 -7.43 | |
| HFILTER_HOSTNAME_4 2.5 0.71 | |
| HAS_REPLYTO 0 9.09 | |
| INVALID_RCPT_8BIT 6 2.69 | |
| MID_RHS_MATCH_FROM 0 -0.35 | |
| MISSING_MIMEOLE 2 9.30 | |
| RCVD_ILLEGAL_CHARS 4 6.83 | |
| TAGGED_FROM 0 -1.06 | |
| HAS_X_PRIO_FIVE 0 2.08 | |
| MID_CONTAINS_FROM 1 -18.34 | |
| HTTP_TO_IP 1 5.16 | |
| CT_EXTRA_SEMI 1 1.60 | |
| REPLYTO_DN_EQ_FROM_DN 0 35.11 | |
| MISSING_MIME_VERSION 2 10.27 | |
| PHISHING 7 3.26 | |
| TO_EXCESS_QP 1.2 -0.02 | |
| MID_RHS_WWW 0.5 -0.42 | |
| URL_IN_SUBJECT 4 1.55 | |
| RCVD_COUNT_ONE 0 2.20 | |
| SUBJECT_HAS_QUESTION 0 -0.41 | |
| FORGED_OUTLOOK_TAGS 2.1 0.91 | |
| FROM_HAS_DN 0 -5.70 | |
| CTYPE_MIXED_BOGUS 0.1 7.23 | |
| R_SUSPICIOUS_IMAGES 5 9.39 | |
| RCPT_COUNT_TWELVE 0 5.01 | |
| SUBJECT_ENDS_SPACES 0.5 2.44 | |
| INVALID_FROM_8BIT 6 2.69 | |
| SUBJ_EXCESS_QP 1.2 -0.02 | |
| FORGED_MUA_OUTLOOK 3 34.72 | |
| TO_DN_NONE 0 10.93 | |
| MIME_MA_MISSING_HTML 1 -0.14 | |
| CTE_CASE 0.5 -2.62 | |
| TO_MATCH_ENVRCPT_ALL 0 -0.70 | |
| RCPT_COUNT_FIVE 0 -0.70 | |
| HAS_X_ANTIABUSE 0 -4.46 | |
| RCVD_COUNT_TWELVE 0 -3.32 | |
| HTML_SHORT_LINK_IMG_3 0.5 -0.42 | |
| ENVFROM_SERVICE_ACCT 1 -0.14 | |
| MIME_MA_MISSING_TEXT 2 0.89 | |
| MID_RHS_NOT_FQDN 0.5 -15.92 | |
| FROM_NEQ_ENVFROM 0 -18.40 | |
| HAS_WP_URI 0 -0.71 | |
| HTML_SHORT_LINK_IMG_2 1 9.16 | |
| HFILTER_URL_ONLY 2.2 0.54 | |
| MIME_UNKNOWN 0.1 -0.65 | |
| MIME_BAD_ATTACHMENT 4 1.56 | |
| TO_DN_SOME 0 -18.46 | |
| RCPT_COUNT_ONE 0 15.33 | |
| HAS_XOIP 0 -17.53 | |
| R_PARTS_DIFFER 1 2.45 | |
| SUBJECT_HAS_CURRENCY 1 3.70 | |
| RCPT_COUNT_ZERO 0 -0.70 | |
| FROM_NAME_EXCESS_SPACE 1 2.63 | |
| RCVD_NO_TLS_LAST 0 4.03 | |
| REPLYTO_DOM_EQ_FROM_DOM 0 17.25 | |
| REPLYTO_DOM_NEQ_FROM_DOM 0 -21.06 | |
| MAILLIST -0.2 -34.28 | |
| FROM_NAME_HAS_TITLE 1 22.67 | |
| R_MISSING_CHARSET 2.5 11.54 | |
| DATE_IN_PAST 1 -2.24 | |
| R_DKIM_NA 0 -0.70 | |
| R_SPF_DNSFAIL 0 21.45 | |
| SUBJECT_ENDS_QUESTION 1 -0.04 | |
| HAS_X_PRIO_THREE 0 -9.90 | |
| BROKEN_CONTENT_TYPE 1.5 5.41 | |
| ONCE_RECEIVED 4 4.46 | |
| TO_DN_EQ_ADDR_ALL 0 11.75 | |
| Class changes | |
| MID_BARE_IP 2 -5.16 | |
| FAKE_REPLY 1 -15.45 | |
| FROM_EXCESS_QP 1.2 -19.01 | |
| MID_RHS_IP_LITERAL 0.5 -16.10 | |
| MID_MISSING_BRACKETS 0.5 -0.42 | |
| EXT_CSS 1 -0.14 | |
| MID_CONTAINS_FROM 1 -18.34 | |
| TO_EXCESS_QP 1.2 -0.02 | |
| MID_RHS_WWW 0.5 -0.42 | |
| SUBJ_EXCESS_QP 1.2 -0.02 | |
| MIME_MA_MISSING_HTML 1 -0.14 | |
| CTE_CASE 0.5 -2.62 | |
| HTML_SHORT_LINK_IMG_3 0.5 -0.42 | |
| ENVFROM_SERVICE_ACCT 1 -0.14 | |
| MID_RHS_NOT_FQDN 0.5 -15.92 | |
| MIME_UNKNOWN 0.1 -0.65 | |
| DATE_IN_PAST 1 -2.24 | |
| SUBJECT_ENDS_QUESTION 1 -0.04 | |
| Pre-rescore test stats | |
| Statistics at threshold: 15 | |
| F-score: 0.09 | |
| False positive rate: 0.00 % | |
| False negative rate: 95.18 % | |
| Overall accuracy: 47.33 % | |
| Post-rescore test stats | |
| Statistics at threshold: 15 | |
| F-score: 0.89 | |
| False positive rate: 1.49 % | |
| False negative rate: 19.28 % | |
| Overall accuracy: 88.67 % |
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