Created
September 15, 2017 23:49
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rescore results with L2
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Pre-rescore test stats | |
Statistics at threshold: 15 | |
F-score: 0.09 | |
False positive rate: 0.00 % | |
False negative rate: 95.51 % | |
Overall accuracy: 43.33 % | |
Post-rescore test stats | |
Statistics at threshold: 15 | |
F-score: 0.92 | |
False positive rate: 1.64 % | |
False negative rate: 13.48 % | |
Overall accuracy: 91.33 % | |
pragadeesh@california:~/gsoc/rspamd/src/rescore/lua$ cat output.scores | |
{ | |
"R_MIXED_CHARSET": 10.860379, | |
"FORGED_MUA_THEBAT_BOUN": 2.00000000064345, | |
"FORGED_MUA_THEBAT_MSGID_UNKNOWN": 8.469836, | |
"MID_BARE_IP": -3.804104, | |
"FROM_EXCESS_BASE64": 4.461681, | |
"SUBJ_ALL_CAPS": 22.115488, | |
"FAKE_REPLY_C": 6, | |
"TO_DOM_EQ_FROM_DOM": -4.761223, | |
"R_BAD_CTE_7BIT": 16.565253, | |
"SUSPICIOUS_RECIPS": 1.706801, | |
"FORGED_OUTLOOK_HTML": 9.232409, | |
"MV_CASE": 5.979863, | |
"R_SUSPICIOUS_URL": 5.00000000002064, | |
"BROKEN_HEADERS": 9.999999, | |
"FAKE_REPLY": -18.761009, | |
"SUBJECT_ENDS_EXCLAIM": 22.122621, | |
"RATWARE_MS_HASH": 18.772055, | |
"RCPT_COUNT_GT_50": 0, | |
"PREVIOUSLY_DELIVERED": 2.365621, | |
"SUBJECT_HAS_EXCLAIM": -1.136765, | |
"FROM_EQ_ENVFROM": -3.345873, | |
"INTRODUCTION": 27.999931, | |
"REPTO_QUOTE_YAHOO": 8.669389, | |
"R_UNDISC_RCPT": 8.746170, | |
"MIME_HTML_ONLY": 6.910896, | |
"FORGED_MUA_MAILLIST": -0.147536, | |
"TAGGED_RCPT": -0.002151, | |
"URI_COUNT_ODD": 6.309836, | |
"HEADER_FORGED_MDN": 2, | |
"MISSING_TO": -0.040552, | |
"FROM_EXCESS_QP": -1.696530, | |
"TO_DN_EQ_ADDR_SOME": -0.001028, | |
"FROM_DN_EQ_ADDR": 3.929534, | |
"HAS_XAW": -11.191443, | |
"REPLYTO_ADDR_EQ_FROM": 3.861088, | |
"HAS_ATTACHMENT": 1.524499, | |
"HAS_ORG_HEADER": 1.523317, | |
"HTML_SHORT_LINK_IMG_1": 16.339835, | |
"REPLYTO_EQ_FROM": 17.285974, | |
"RCVD_COUNT_FIVE": 3.177864, | |
"HAS_X_PRIO_ONE": 13.117251, | |
"PRECEDENCE_BULK": -21.380876, | |
"RCPT_COUNT_THREE": -2.667584, | |
"TO_EXCESS_BASE64": 4.461681, | |
"RCVD_COUNT_TWO": 5.106551, | |
"MID_RHS_IP_LITERAL": -4.064030, | |
"ARC_NA": 6.507097, | |
"RCVD_COUNT_SEVEN": -22.245568, | |
"DATE_IN_FUTURE": 4.000003, | |
"RCPT_COUNT_SEVEN": 3.067773, | |
"FORGED_MUA_KMAIL_MSGID": 2.999951, | |
"MIME_BASE64_TEXT": 1.714707, | |
"TO_EQ_FROM": 5.301732, | |
"MISSING_SUBJECT": 2.00000000001462, | |
"INVALID_MSGID": 3.226217, | |
"MID_MISSING_BRACKETS": 2.194332, | |
"SUBJECT_NEEDS_ENCODING": 3.682180, | |
"FROM_NO_DN": 5.116377, | |
"MIME_GOOD": -18.703007, | |
"MIME_HEADER_CTYPE_ONLY": 9.327002, | |
"EXT_CSS": 1.00000000000003, | |
"RCVD_COUNT_THREE": 18.803275, | |
"RCPT_COUNT_TWO": -19.346059, | |
"TO_DN_ALL": -12.307606, | |
"HFILTER_HOSTNAME_4": 2.500000, | |
"HAS_REPLYTO": 2.102642, | |
"INVALID_RCPT_8BIT": 6, | |
"MID_RHS_MATCH_FROM": -0.397022, | |
"MISSING_MIMEOLE": 20.753482, | |
"RCVD_ILLEGAL_CHARS": 4, | |
"TAGGED_FROM": -0.065292, | |
"HAS_X_PRIO_FIVE": 0.206801, | |
"MID_CONTAINS_FROM": -16.110662, | |
"HTTP_TO_IP": 7.620821, | |
"CT_EXTRA_SEMI": 1.00000000000232, | |
"REPLYTO_DN_EQ_FROM_DN": 29.363911, | |
"MISSING_MIME_VERSION": 12.124189, | |
"PHISHING": 7, | |
"TO_EXCESS_QP": 1.199758, | |
"MID_RHS_WWW": 0.495250, | |
"URL_IN_SUBJECT": -5.460052, | |
"RCVD_COUNT_ONE": 1.667383, | |
"SUBJECT_HAS_QUESTION": 1.550262, | |
"FORGED_OUTLOOK_TAGS": 6.048398, | |
"FROM_HAS_DN": -14.329718, | |
"CTYPE_MIXED_BOGUS": 7.894238, | |
"R_SUSPICIOUS_IMAGES": 10.659217, | |
"RCPT_COUNT_TWELVE": 3.145460, | |
"SUBJECT_ENDS_SPACES": 6.008533, | |
"INVALID_FROM_8BIT": 6, | |
"SUBJ_EXCESS_QP": 1.200000, | |
"FORGED_MUA_OUTLOOK": 33.831560, | |
"TO_DN_NONE": 21.532898, | |
"MIME_MA_MISSING_HTML": 0.998672, | |
"CTE_CASE": -3.070251, | |
"TO_MATCH_ENVRCPT_ALL": 0.083989, | |
"RCPT_COUNT_FIVE": 8.282375, | |
"HAS_X_ANTIABUSE": 0.774969, | |
"RCVD_COUNT_TWELVE": -0.180200, | |
"HTML_SHORT_LINK_IMG_3": 0.500402, | |
"ENVFROM_SERVICE_ACCT": 1.00000000000011, | |
"MIME_MA_MISSING_TEXT": 2.000017, | |
"MID_RHS_NOT_FQDN": -14.585771, | |
"FROM_NEQ_ENVFROM": -1.555812, | |
"HAS_WP_URI": -0.278931, | |
"HTML_SHORT_LINK_IMG_2": 7.665137, | |
"HFILTER_URL_ONLY": 2.200000, | |
"MIME_UNKNOWN": 0.100000, | |
"MIME_BAD_ATTACHMENT": 4.00000000064345, | |
"TO_DN_SOME": -12.109226, | |
"RCPT_COUNT_ONE": 7.113363, | |
"HAS_XOIP": -12.189780, | |
"R_PARTS_DIFFER": 1, | |
"SUBJECT_HAS_CURRENCY": 2.874477, | |
"RCPT_COUNT_ZERO": 0.083989, | |
"FROM_NAME_EXCESS_SPACE": 4.849009, | |
"RCVD_NO_TLS_LAST": 3.776686, | |
"REPLYTO_DOM_EQ_FROM_DOM": 7.918972, | |
"REPLYTO_DOM_NEQ_FROM_DOM": -18.154811, | |
"MAILLIST": -28.141154, | |
"FROM_NAME_HAS_TITLE": 2.585867, | |
"R_MISSING_CHARSET": 7.661666, | |
"DATE_IN_PAST": -0.882546, | |
"R_DKIM_NA": 0, | |
"R_SPF_DNSFAIL": 15.240038, | |
"SUBJECT_ENDS_QUESTION": -0.265225, | |
"HAS_X_PRIO_THREE": 5.102943, | |
"BROKEN_CONTENT_TYPE": 1.500000, | |
"ONCE_RECEIVED": 5.667383, | |
"TO_DN_EQ_ADDR_ALL": 5.442784 | |
} |
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