# Using score set 0 logs for revision 1893638 from: # ham-darxus.r1893638.log ham-ena-week3.r1893638.log ham-ena-week4.r1893638.log ham-giovanni-ham.r1893638.log ham-giovanni-spammy.r1893638.log ham-giovanni-spam.r1893638.log ham-hege.r1893638.log ham-jhardin.r1893638.log ham-mmiroslaw-mails-ham.r1893638.log ham-mmiroslaw-mails-spam.r1893638.log ham-pds.r1893638.log ham-spamsponge.r1893638.log ham-thendrikx.r1893638.log ham-tsz-spam-corpus.r1893638.log spam-darxus.r1893638.log spam-ena-week3.r1893638.log spam-ena-week4.r1893638.log spam-giovanni-ham.r1893638.log spam-giovanni-spammy.r1893638.log spam-giovanni-spam.r1893638.log spam-hege.r1893638.log spam-jhardin.r1893638.log spam-mmiroslaw-mails-ham.r1893638.log spam-mmiroslaw-mails-spam.r1893638.log spam-pds.r1893638.log spam-spamsponge.r1893638.log spam-thendrikx.r1893638.log spam-tsz-spam-corpus.r1893638.log score ACCT_PHISHING_MANY 2.996 score AC_BR_BONANZA 0.001 score AC_DIV_BONANZA 0.001 score AC_FROM_MANY_DOTS 2.996 score AC_HTML_NONSENSE_TAGS 1.997 score ADMITS_SPAM 3.895 score ADVANCE_FEE_2_NEW_FRM_MNY 0.485 score ADVANCE_FEE_2_NEW_MONEY 1.997 score ADVANCE_FEE_3_NEW 3.496 score ADVANCE_FEE_3_NEW_FRM_MNY 0.605 score ADVANCE_FEE_3_NEW_MONEY 1.758 score ADVANCE_FEE_4_NEW 2.397 score ADVANCE_FEE_4_NEW_FRM_MNY 0.583 score ADVANCE_FEE_4_NEW_MONEY 2.344 score ADVANCE_FEE_5_NEW 2.311 score ADVANCE_FEE_5_NEW_FRM_MNY 1.162 score ADVANCE_FEE_5_NEW_MONEY 2.436 score AD_PREFS 0.001 score AMAZON_IMG_NOT_RCVD_AMZN 2.497 score ANY_PILL_PRICE 2.057 score APP_DEVELOPMENT_NORDNS 1.997 score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.399 score AXB_XM_FORGED_OL2600 0.130 score BIGNUM_EMAILS_FREEM 2.997 score BIGNUM_EMAILS_MANY 2.996 score BITCOIN_EXTORT_01 4.344 score BITCOIN_MALF_HTML 3.496 score BITCOIN_ONAN 2.996 score BITCOIN_SPAM_02 0.148 score BITCOIN_SPAM_07 3.496 score BITCOIN_SPAM_09 1.499 score BITCOIN_XPRIO 1.050 score BITCOIN_YOUR_INFO 2.996 score BODY_SINGLE_URI 2.497 score BODY_SINGLE_WORD 2.497 score BOGUS_MIME_VERSION 3.496 score BULK_RE_SUSP_NTLD 0.998 score CK_HELO_GENERIC 0.248 score CONTENT_AFTER_HTML 2.497 score CTE_8BIT_MISMATCH 0.998 score DEAR_BENEFICIARY 3.096 score DETAILS_OF_PRODUCT 1.143 score ENCRYPTED_MESSAGE -0.999 score FACEBOOK_IMG_NOT_RCVD_FB 1.997 score FAKE_REPLY_A1 2.599 score FAKE_REPLY_B 1.600 score FILL_THIS_FORM 1.001 score FONT_INVIS_DIRECT 0.001 score FONT_INVIS_HTML_NOHTML 2.996 score FONT_INVIS_LONG_LINE 1.684 score FONT_INVIS_MSGID 2.497 score FONT_INVIS_NORDNS 1.100 score FORM_FRAUD_5 2.246 score FOUND_YOU 3.246 score FREEMAIL_FORGED_FROMDOMAIN 0.249 score FROMSPACE 2.996 score FROM_2_EMAILS_SHORT 2.996 score FROM_IN_TO_AND_SUBJ 2.297 score FROM_MISSPACED 1.997 score FROM_MISSP_DYNIP 1.107 score FROM_MISSP_EH_MATCH 1.997 score FROM_MISSP_FREEMAIL 3.196 score FROM_MISSP_MSFT 3.399 score FROM_MISSP_PHISH 3.496 score FROM_MISSP_TO_UNDISC 2.696 score FROM_MISSP_USER 1.547 score FROM_MULTI_NORDNS 2.394 score FROM_NTLD_LINKBAIT 0.814 score FROM_NTLD_REPLY_FREEMAIL 1.898 score FROM_SUSPICIOUS_NTLD 0.499 score FROM_SUSPICIOUS_NTLD_FP 1.997 score FROM_WSP_TRAIL 2.696 score FSL_CTYPE_WIN1251 2.034 score FSL_HELO_FAKE 3.496 score FSL_NEW_HELO_USER 0.942 score FUZZY_AMAZON 2.197 score FUZZY_BITCOIN 3.496 score FUZZY_CLICK_HERE 2.696 score FUZZY_WALLET 3.096 score FUZZY_WELLSFARGO 2.146 score GAPPY_LOW_CONTRAST 2.001 score GB_FAKE_RF_SHORT 0.001 score GB_FREEMAIL_DISPTO 0.498 score GOOG_MALWARE_DNLD 4.999 score GOOG_REDIR_HTML_ONLY 1.998 score GOOG_REDIR_NORDNS 2.619 score GOOG_STO_EMAIL_PHISH 2.943 score GOOG_STO_HTML_PHISH 1.837 score GOOG_STO_HTML_PHISH_MANY 2.598 score GOOG_STO_NOIMG_HTML 2.996 score HAS_X_OUTGOING_SPAM_STAT 1.997 score HDRS_LCASE_IMGONLY 0.099 score HDRS_MISSP 2.423 score HDR_ORDER_FTSDMCXX_DIRECT 0.001 score HDR_ORDER_FTSDMCXX_NORDNS 0.001 score HEADER_FROM_DIFFERENT_DOMAINS 0.248 score HELO_NO_DOMAIN 2.634 score HK_LOTTO 0.481 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 0.999 score HK_RANDOM_REPLYTO 0.998 score HK_SCAM 1.997 score HK_WIN 0.284 score HOSTED_IMG_DIRECT_MX 3.496 score HOSTED_IMG_FREEM 3.496 score HOSTED_IMG_MULTI 2.996 score HOSTED_IMG_MULTI_PUB_01 2.996 score HTML_FONT_TINY_NORDNS 1.997 score HTML_OFF_PAGE 2.996 score HTML_TAG_BALANCE_CENTER 3.795 score HTML_TEXT_INVISIBLE_STYLE 3.496 score IMG_ONLY_FM_DOM_INFO 2.497 score JH_SPAMMY_HEADERS 3.496 score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497 score LONGLN_LOW_CONTRAST 2.497 score LONG_HEX_URI 2.996 score LONG_IMG_URI 1.691 score LONG_INVISIBLE_TEXT 1.098 score LOTS_OF_MONEY 0.010 score LOTTO_AGENT 1.226 score LOTTO_DEPT 1.171 score MALWARE_NORDNS 2.100 score MALW_ATTACH 2.297 score MANY_SPAN_IN_TEXT 2.696 score MILLION_HUNDRED 1.913 score MILLION_USD 1.392 score MIMEOLE_DIRECT_TO_MX 0.806 score MIXED_AREA_CASE 2.206 score MIXED_CENTER_CASE 1.943 score MIXED_ES 3.305 score MIXED_FONT_CASE 0.536 score MIXED_HREF_CASE 1.109 score MIXED_IMG_CASE 1.542 score MONEY_ATM_CARD 1.600 score MONEY_FORM 3.197 score MONEY_FORM_SHORT 2.497 score MONEY_FRAUD_3 2.706 score MONEY_FRAUD_5 1.114 score MONEY_FRAUD_8 1.729 score MONEY_FREEMAIL_REPTO 2.996 score MONEY_FROM_41 1.997 score MONEY_FROM_MISSP 1.997 score MONEY_NOHTML 2.497 score MSGID_HDR_MALF 2.099 score MSGID_NOFQDN1 0.898 score MSMAIL_PRI_ABNORMAL 0.943 score MSM_PRIO_REPTO 2.400 score NAME_EMAIL_DIFF 2.783 score NA_DOLLARS 1.498 score NEW_PRODUCTS 1.248 score NICE_REPLY_A -3.695 score NORDNS_LOW_CONTRAST 1.888 score NOT_SPAM 2.596 score NO_FM_NAME_IP_HOSTN 2.396 score NSL_RCVD_FROM_USER 2.400 score NSL_RCVD_HELO_USER 0.286 score OBFU_JVSCR_ESC 2.197 score OBFU_TEXT_ATTACH 0.101 score OBFU_UNSUB_UL 1.788 score ODD_FREEM_REPTO 2.996 score OFFER_ONLY_AMERICA 1.390 score ONLINE_MKTG_CNSLT 2.497 score PDS_BTC_ID 0.498 score PDS_BTC_MSGID 0.001 score PDS_BTC_NTLD 1.997 score PDS_DBL_URL_TNB_RUNON 1.997 score PDS_EMPTYSUBJ_URISHRT 1.498 score PDS_FRNOM_TODOM_DBL_URL 0.601 score PDS_FRNOM_TODOM_NAKED_TO 1.498 score PDS_FROM_NAME_TO_DOMAIN 1.997 score PDS_OTHER_BAD_TLD 1.997 score PDS_PHPEXP_BOT 1.031 score PDS_PHP_EVAL 1.384 score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero score PDS_SHORTFWD_URISHRT 1.498 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_TO_EQ_FROM_NAME 3.741 score PHISH_FBASEAPP 0.805 score PHP_ORIG_SCRIPT 2.497 score PHP_ORIG_SCRIPT_EVAL 2.626 score PHP_SCRIPT 2.497 score POSSIBLE_AMAZON_PHISH_02 2.197 score PP_MIME_FAKE_ASCII_TEXT 0.998 score RAND_HEADER_LIST_SPOOF 2.996 score RAND_MKTG_HEADER 1.998 score RATWARE_NO_RDNS 2.645 score RDNS_NUM_TLD_XM 0.371 score READY_TO_SHIP 1.248 score REPTO_419_FRAUD 2.996 score REPTO_419_FRAUD_GM 2.996 score REPTO_419_FRAUD_GM_LOOSE 0.998 score RISK_FREE 3.097 score SCRIPT_GIBBERISH 2.197 score SENDGRID_REDIR 1.498 score SEO_SUSP_NTLD 0.234 score SERGIO_SUBJECT_VIAGRA01 4.095 score SHOPIFY_IMG_NOT_RCVD_SFY 2.497 score SHORTENED_URL_SRC 2.397 score SHORTENER_SHORT_IMG 2.413 score SHORTENER_SHORT_SUBJ 2.996 score SHORT_SHORTNER 1.997 score STATIC_XPRIO_OLE 0.684 score SUBJ_ATTENTION 0.498 score SUSP_UTF8_WORD_FROM 1.997 score SUSP_UTF8_WORD_SUBJ 1.997 score TAGSTAT_IMG_NOT_RCVD_TGST 1.887 score TARINGANET_IMG_NOT_RCVD_TN 1.997 score THIS_AD 1.697 score THIS_IS_ADV_SUSP_NTLD 0.528 score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498 score TO_EQ_FM_DIRECT_MX 0.001 score TO_IN_SUBJ 0.098 score TO_NAME_SUBJ_NO_RDNS 1.803 score TO_NO_BRKTS_DYNIP 0.001 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 1.309 score TO_NO_BRKTS_PCNT 2.497 score TRANSFORM_LIFE 2.497 score TVD_PH_BODY_META 2.796 score TVD_RCVD_SPACE_BRACKET 2.197 score TVD_SPACE_ENC_FM_MIME 1.892 score UNDISC_FREEM 3.595 score UNDISC_MONEY 3.595 score UNICODE_OBFU_ASC 2.497 score URI_DOTEDU 1.997 score URI_DQ_UNSUB 2.197 score URI_FIREBASEAPP 2.996 score URI_GOOGLE_PROXY 2.696 score URI_GOOG_STO_SPAMMY 2.996 score URI_HEX_IP 1.688 score URI_IMG_WP_REDIR 2.996 score URI_IN_URI_10 2.297 score URI_LONG_REPEAT 2.497 score URI_PHISH 3.222 score URI_PHP_REDIR 3.496 score URI_TRY_3LD 1.997 score URI_WPADMIN 2.696 score URI_WP_HACKED_2 2.497 score VFY_ACCT_NORDNS 0.499 score WANT_TO_ORDER 2.746 score WORD_INVIS_MANY 2.625 score XFER_LOTSA_MONEY 0.998 score XM_DIGITS_ONLY 2.996 score XM_LIGHT_HEAVY 2.497 score XM_RANDOM 2.498 score XM_RECPTID 2.996 score YOUR_DELIVERY_ADDRESS 0.819 score YOU_INHERIT 2.316 score AC_POST_EXTRAS 1.000 score AC_SPAMMY_URI_PATTERNS1 1.000 score AC_SPAMMY_URI_PATTERNS10 1.000 score AC_SPAMMY_URI_PATTERNS11 1.000 score AC_SPAMMY_URI_PATTERNS12 1.000 score AC_SPAMMY_URI_PATTERNS2 1.000 score AC_SPAMMY_URI_PATTERNS3 1.000 score AC_SPAMMY_URI_PATTERNS4 1.000 score AC_SPAMMY_URI_PATTERNS8 1.000 score AC_SPAMMY_URI_PATTERNS9 1.000 score ADULT_DATING_COMPANY 10.001 # force non-zero score ADVANCE_FEE_2_NEW_FORM 1.000 score ALIBABA_IMG_NOT_RCVD_ALI 1.000 score APP_DEVELOPMENT_FREEM 1.000 score BEBEE_IMG_NOT_RCVD_BB 1.000 score BITCOIN_BOMB 1.000 score BITCOIN_DEADLINE 1.000 score BITCOIN_EXTORT_02 1.000 score BITCOIN_IMGUR 1.000 score BITCOIN_MALWARE 1.000 score BITCOIN_OBFU_SUBJ 1.000 score BITCOIN_PAY_ME 1.000 score BITCOIN_SPAM_01 1.000 score BITCOIN_SPAM_03 1.000 score BITCOIN_SPAM_04 1.000 score BITCOIN_SPAM_06 1.000 score BITCOIN_SPAM_08 1.000 score BITCOIN_SPAM_10 1.000 score BITCOIN_SPAM_11 1.000 score BITCOIN_SPAM_12 1.000 score BODY_EMAIL_419_FRAUD_GM 1.000 score BODY_URI_ONLY 1.000 score BOGUS_MSM_HDRS 1.000 score BOMB_FREEM 1.000 score BOMB_MONEY 1.000 score BTC_ORG 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 DYNAMIC_IMGUR 1.000 score EBAY_IMG_NOT_RCVD_EBAY 1.000 score END_FUTURE_EMAILS 1.000 score ENVFROM_GOOG_TRIX 1.000 score FBI_MONEY 1.000 score FBI_SPOOF 1.000 score FONT_INVIS_DOTGOV 1.000 score FONT_INVIS_POSTEXTRAS 1.000 score FORM_FRAUD 1.000 score FREEM_FRNUM_UNICD_EMPTY 1.000 score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000 score FROM_ADDR_WS 1.000 score FROM_MISSP_REPLYTO 1.000 score FROM_NUMERIC_TLD 1.000 score GAPPY_SALES_LEADS_FREEM 1.000 score GB_BITCOIN_CP 1.000 score GB_FORGED_MUA_POSTFIX 1.000 score GB_FREEMAIL_DISPTO_NOTFREEM 0.500 score GB_GOOGLE_OBFUR 0.750 score GB_GOOG_IMG_NOT_RCVD_GOOG 1.000 score GOOGLE_DOCS_PHISH 1.000 score GOOGLE_DOCS_PHISH_MANY 1.000 score GOOGLE_DOC_SUSP 1.000 score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000 score GOOG_STO_IMG_HTML 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 score HOSTED_IMG_DQ_UNSUB 1.000 score HTML_ENTITY_ASCII 1.000 score HTML_ENTITY_ASCII_TINY 1.000 score HTML_SHRT_CMNT_OBFU_MANY 1.000 score HTML_SINGLET_MANY 1.000 score HTML_TEXT_INVISIBLE_FONT 1.000 score JH_SPAMMY_PATTERN01 1.000 score JH_SPAMMY_PATTERN02 1.000 score KHOP_HELO_FCRDNS 0.400 score LIST_PRTL_PUMPDUMP 1.000 score LIST_PRTL_SAME_USER 1.000 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 MONERO_DEADLINE 1.000 score MONERO_EXTORT_01 1.000 score MONERO_MALWARE 1.000 score MONERO_PAY_ME 1.000 score MSGID_DOLLARS_URI_IMG 1.000 score NEWEGG_IMG_NOT_RCVD_NEGG 1.000 score NUMBEREND_LINKBAIT 1.000 score OBFU_BITCOIN 1.000 score PDS_PHP_RUNTIME_FUNC 1.000 score PHISH_AZURE_CLOUDAPP 3.500 score PHOTO_EDITING_DIRECT 1.000 score PHOTO_EDITING_FREEM 1.000 score PHP_NOVER_MUA 1.000 score PHP_SCRIPT_MUA 1.000 score PP_TOO_MUCH_UNICODE02 0.500 score PP_TOO_MUCH_UNICODE05 1.000 score PUMPDUMP 1.000 score PUMPDUMP_MULTI 1.000 score RAND_HEADER_MANY 1.000 score RCVD_DOTEDU_SHORT 1.000 score RCVD_DOTEDU_SUSP_URI 1.000 score RDNS_NUM_TLD_ATCHNX 1.000 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_HM 1.000 score REPTO_419_FRAUD_OL 1.000 score REPTO_419_FRAUD_PM 1.000 score REPTO_419_FRAUD_QQ 1.000 score REPTO_419_FRAUD_YH 1.000 score REPTO_419_FRAUD_YH_LOOSE 1.000 score REPTO_419_FRAUD_YJ 1.000 score REPTO_419_FRAUD_YN 1.000 score SENDGRID_REDIR_PHISH 1.000 score SHORT_IMG_SUSP_NTLD 1.000 score SPOOFED_FREEMAIL_NO_RDNS 1.000 score SPOOF_GMAIL_MID 1.000 score STOCK_TIP 1.000 score SUBJ_BRKN_WORDNUMS 1.000 score SUSPNTLD_EXPIRATION_EXTORT 1.000 score SYSADMIN 1.000 score TONLINE_FAKE_DKIM 1.000 score TO_NO_BRKTS_MSFT 1.000 score TUMBLR_IMG_NOT_RCVD_TUMB 1.000 score TVD_SPACE_RATIO_MINFP 1.000 score TW_GIBBERISH_MANY 1.000 score UC_GIBBERISH_OBFU 1.000 score UNICODE_OBFU_ZW 1.000 score URI_ADOBESPARK 1.000 score URI_AZURE_CLOUDAPP 1.000 score URI_DASHGOVEDU 1.000 score URI_DATA 1.000 score URI_DOTEDU_ENTITY 1.000 score URI_ONLY_MSGID_MALF 1.000 score URI_OPTOUT_3LD 1.000 score URI_TRY_USME 1.000 score URI_WP_DIRINDEX 1.000 score URI_WP_HACKED 1.000 score USB_DRIVES 1.000 score VPS_NO_NTLD 1.000 score WALMART_IMG_NOT_RCVD_WAL 1.000 score WORD_INVIS 1.000 score XPRIO 1.000 score XPRIO_SHORT_SUBJ 1.000 # in active.list but have no hits in recent corpus score BITCOIN_SPAM_05 0.001 # force non-zero score BITCOIN_SPF_ONLYALL 0.001 # force non-zero score DKIMWL_BL 0.001 # force non-zero score DKIMWL_BLOCKED 0.001 # force non-zero score DKIMWL_WL_HIGH 0.001 # force non-zero score DKIMWL_WL_MED 0.001 # force non-zero score DKIMWL_WL_MEDHI 0.001 # force non-zero score FROM_BANK_NOAUTH 0.001 # force non-zero score FROM_FMBLA_NDBLOCKED 0.001 # force non-zero score FROM_FMBLA_NEWDOM 0.001 # force non-zero score FROM_FMBLA_NEWDOM14 0.001 # force non-zero score FROM_FMBLA_NEWDOM28 0.001 # force non-zero score FROM_GOV_DKIM_AU 0.001 # force non-zero score FROM_GOV_REPLYTO_FREEMAIL 0.001 # force non-zero score FROM_GOV_SPOOF 0.001 # force non-zero score FROM_MISSP_SPF_FAIL 0.001 # force non-zero score FROM_NEWDOM_BTC 0.001 # force non-zero score FROM_NUMBERO_NEWDOMAIN 0.001 # force non-zero score FROM_PAYPAL_SPOOF 0.001 # force non-zero score FSL_BULK_SIG 0.001 # force non-zero score PDS_HELO_SPF_FAIL 0.001 # force non-zero score RCVD_IN_MSPIKE_BL 0.001 # force non-zero score RCVD_IN_MSPIKE_H2 0.001 # force non-zero score RCVD_IN_MSPIKE_H3 0.001 # force non-zero score RCVD_IN_MSPIKE_H4 0.001 # force non-zero score RCVD_IN_MSPIKE_H5 0.001 # force non-zero score RCVD_IN_MSPIKE_L2 0.001 # force non-zero score RCVD_IN_MSPIKE_L3 0.001 # force non-zero score RCVD_IN_MSPIKE_L4 0.001 # force non-zero score RCVD_IN_MSPIKE_L5 0.001 # force non-zero score RCVD_IN_MSPIKE_WL 0.001 # force non-zero score RCVD_IN_MSPIKE_ZBI 0.001 # force non-zero score SPOOFED_FREEMAIL 0.001 # force non-zero score SPOOFED_FREEM_REPTO 0.001 # force non-zero score SPOOFED_FREEM_REPTO_CHN 0.001 # force non-zero score SPOOFED_FREEM_REPTO_RUS 0.001 # force non-zero score SURBL_BLOCKED 0.001 # force non-zero score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero score USER_IN_DKIM_WELCOMELIST 0.001 # force non-zero