rescore results with L2

rescore_L2

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
    }