# Using score set 0 logs for revision 1917444 from: # ham-ena-week0.r1917444.log ham-ena-week1.r1917444.log ham-ena-week2.r1917444.log ham-ena-week3.r1917444.log ham-ena-week4.r1917444.log ham-giovanni-ham.r1917444.log ham-giovanni-spammy.r1917444.log ham-giovanni-spam.r1917444.log ham-grenier.r1917444.log ham-hege.r1917444.log ham-jhardin.r1917444.log ham-llanga.r1917444.log ham-mmiroslaw-mails-ham.r1917444.log ham-mmiroslaw-mails-spam.r1917444.log ham-spamsponge.r1917444.log ham-tsz-corpus.r1917444.log ham-whyscream.r1917444.log spam-ena-week0.r1917444.log spam-ena-week1.r1917444.log spam-ena-week2.r1917444.log spam-ena-week3.r1917444.log spam-ena-week4.r1917444.log spam-giovanni-ham.r1917444.log spam-giovanni-spammy.r1917444.log spam-giovanni-spam.r1917444.log spam-grenier.r1917444.log spam-hege.r1917444.log spam-jhardin.r1917444.log spam-llanga.r1917444.log spam-mmiroslaw-mails-ham.r1917444.log spam-mmiroslaw-mails-spam.r1917444.log spam-spamsponge.r1917444.log spam-tsz-corpus.r1917444.log spam-whyscream.r1917444.log score ACCT_PHISHING_MANY 2.534 score AC_BR_BONANZA 0.001 score AC_DIV_BONANZA 0.001 score AC_FROM_MANY_DOTS 0.001 score AC_HTML_NONSENSE_TAGS 1.999 score AC_POST_EXTRAS 0.001 score ADMITS_SPAM 3.299 score ADVANCE_FEE_2_NEW_FRM_MNY 2.475 score ADVANCE_FEE_2_NEW_MONEY 1.999 score ADVANCE_FEE_3_NEW 3.499 score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 score ADVANCE_FEE_3_NEW_MONEY 0.001 score ADVANCE_FEE_4_NEW 2.550 score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 score ADVANCE_FEE_4_NEW_MONEY 3.400 score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 score ADVANCE_FEE_5_NEW_MONEY 1.073 score AD_PREFS 0.293 score AMAZON_IMG_NOT_RCVD_AMZN 2.157 score APOSTROPHE_TOCC 1.000 score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 score AXB_X_FF_SEZ_S 2.699 score BIGNUM_EMAILS_FREEM 1.770 score BIGNUM_EMAILS_MANY 2.999 score BITCOIN_DEADLINE 0.001 # force non-zero score BITCOIN_EXTORT_01 4.393 score BITCOIN_ONAN 2.512 score BITCOIN_PAY_ME 2.999 score BITCOIN_SPAM_02 2.167 score BITCOIN_SPAM_03 2.499 score BITCOIN_SPAM_07 1.574 score BITCOIN_SPAM_09 1.499 score BITCOIN_TOEQFM 2.926 score BITCOIN_VISTA 0.001 score BITCOIN_XPRIO 2.499 score BITCOIN_YOUR_INFO 2.999 score BODY_SINGLE_URI 2.499 score BODY_URI_ONLY 2.341 score BOGUS_MIME_VERSION 3.500 score BOGUS_MSM_HDRS 1.704 score CANT_SEE_AD 0.374 score CK_HELO_GENERIC 0.250 score COMPENSATION 0.995 score CTE_8BIT_MISMATCH 0.999 score DEAR_BENEFICIARY 2.853 score DSN_NO_MIMEVERSION 1.999 score DYNAMIC_IMGUR 2.650 score ENCRYPTED_MESSAGE -0.999 score END_FUTURE_EMAILS 2.499 score FBI_MONEY 0.850 score FBI_SPOOF 1.703 score FILL_THIS_FORM 0.001 score FONT_INVIS_DIRECT 0.001 score FONT_INVIS_HTML_NOHTML 2.280 score FONT_INVIS_LONG_LINE 3.000 score FONT_INVIS_MSGID 2.499 score FONT_INVIS_NORDNS 0.001 score FONT_INVIS_POSTEXTRAS 2.596 score FORM_FRAUD 0.999 score FORM_FRAUD_3 2.899 score FORM_FRAUD_5 0.001 score FOUND_YOU 3.250 score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero score FROM_ADDR_WS 2.251 score FROM_IN_TO_AND_SUBJ 1.599 score FROM_MISSPACED 0.001 # force non-zero score FROM_MISSP_DYNIP 0.001 score FROM_MISSP_EH_MATCH 1.999 score FROM_MISSP_FREEMAIL 0.001 score FROM_MISSP_MSFT 0.001 score FROM_MISSP_REPLYTO 2.499 score FROM_MISSP_USER 0.001 score FROM_MISSP_XPRIO 0.001 score FROM_NTLD_REPLY_FREEMAIL 0.001 score FROM_SUSPICIOUS_NTLD 0.500 score FROM_SUSPICIOUS_NTLD_FP 1.999 score FROM_UNBAL2 3.199 score FROM_WSP_LEAD 2.399 score FROM_WSP_TRAIL 3.099 score FSL_CTYPE_WIN1251 0.001 score FSL_NEW_HELO_USER 0.001 score FUZZY_AMAZON 2.399 score FUZZY_CLICK_HERE 3.499 score FUZZY_IMPORTANT 2.599 score FUZZY_PRIVACY 2.699 score GB_BITCOIN_CP 2.651 score GB_CUSTOM_HTM_URI 1.499 score GB_FAKE_RF_SHORT 1.934 score GB_FREEMAIL_DISPTO 0.001 score GB_FREEMAIL_DISPTO_NOTFREEM 0.500 score GOOG_REDIR_NORDNS 2.396 score GOOG_STO_IMG_HTML 2.501 score GOOG_STO_NOIMG_HTML 3.000 score HDRS_LCASE_IMGONLY 0.100 score HDRS_MISSP 2.499 score HDR_ORDER_FTSDMCXX_DIRECT 0.003 score HDR_ORDER_FTSDMCXX_NORDNS 0.001 score HEADER_FROM_DIFFERENT_DOMAINS 0.250 score HELO_NO_DOMAIN 0.001 score HK_LOTTO 0.741 score HK_NAME_FM_MR_MRS 1.490 score HK_NAME_MR_MRS 1.000 score HK_RANDOM_ENVFROM 0.233 score HK_RANDOM_FROM 0.999 score HK_RANDOM_REPLYTO 0.999 score HK_SCAM 2.000 score HK_WIN 0.001 score HOSTED_IMG_DIRECT_MX 0.001 score HOSTED_IMG_FREEM 2.529 score HOSTED_IMG_MULTI_PUB_01 2.999 score HREF_EMPTY_NORDNS 0.492 score HTML_BADATTR 0.999 score HTML_ENTITY_ASCII 2.999 score HTML_FONT_TINY_NORDNS 1.999 score HTML_OFF_PAGE 2.999 score HTML_SINGLET_MANY 2.499 score HTML_TEXT_INVISIBLE_FONT 1.907 score HTML_TEXT_INVISIBLE_STYLE 1.586 score IMG_ONLY_FM_DOM_INFO 2.500 score JH_SPAMMY_HEADERS 3.499 score KHOP_HELO_FCRDNS 0.400 score LONGLN_LOW_CONTRAST 2.499 score LONG_HEX_URI 2.999 score LONG_IMG_URI 0.001 score LOTS_OF_MONEY 0.010 score LOTTO_AGENT 0.001 score LOTTO_DEPT 1.999 score MALFORMED_FREEMAIL 1.488 score MANY_SUBDOM 3.099 score MILLION_HUNDRED 0.001 score MILLION_USD 0.001 score MIMEOLE_DIRECT_TO_MX 1.999 score MIME_NO_TEXT 2.000 score MIXED_CTYPE_CASE 1.153 score MIXED_ES 1.999 score MIXED_HREF_CASE 1.940 score MONEY_ATM_CARD 0.001 # force non-zero score MONEY_BARRISTER 0.001 score MONEY_FORM 0.001 score MONEY_FORM_SHORT 1.893 score MONEY_FRAUD_3 0.001 score MONEY_FRAUD_5 0.001 # force non-zero score MONEY_FRAUD_8 0.001 score MONEY_FREEMAIL_REPTO 2.999 score MONEY_FROM_41 1.999 score MONEY_FROM_MISSP 0.001 score MONEY_NOHTML 2.499 score MSGID_NOFQDN1 0.001 score NA_DOLLARS 1.499 score NICE_REPLY_A -0.001 score NORDNS_LOW_CONTRAST 0.001 score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero score NSL_RCVD_FROM_USER 0.001 score NSL_RCVD_HELO_USER 0.899 score ODD_FREEM_REPTO 2.999 score PDS_BAD_THREAD_QP_64 0.999 score PDS_BTC_ID 0.499 score PDS_BTC_MSGID 0.001 # force non-zero score PDS_BTC_NTLD 0.087 score PDS_DBL_URL_TNB_RUNON 1.999 score PDS_FRNOM_TODOM_DBL_URL 0.001 score PDS_FRNOM_TODOM_NAKED_TO 0.928 score PDS_FROM_NAME_TO_DOMAIN 1.468 score PDS_HP_HELO_NORDNS 1.000 score PDS_NO_FULL_NAME_SPOOFED_URL 0.001 score PDS_OTHER_BAD_TLD 1.999 score PDS_SHORT_SPOOFED_URL 1.999 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999 score PHP_ORIG_SCRIPT 0.810 score PHP_SCRIPT 2.499 score PP_MIME_FAKE_ASCII_TEXT 1.000 score RAND_MKTG_HEADER 2.000 score RATWARE_NO_RDNS 2.174 score READY_TO_SHIP 1.249 score REPTO_419_FRAUD 2.999 score REPTO_419_FRAUD_GM 2.999 score REPTO_419_FRAUD_GM_LOOSE 0.999 score RISK_FREE 0.001 score SCC_BOGUS_CTE_1 0.001 score SCC_CANSPAM_1 2.098 score SCC_CANSPAM_2 2.501 score SCC_ISEMM_LID_1B 1.499 score SERGIO_SUBJECT_VIAGRA01 2.599 score SHOPIFY_IMG_NOT_RCVD_SFY 2.499 score SHORTENED_URL_SRC 2.400 score SHORTENER_SHORT_IMG 1.697 score SHORT_SHORTNER 1.999 score SPOOFED_FREEMAIL_NO_RDNS 0.106 score SPOOF_GMAIL_MID 1.499 score STATIC_XPRIO_OLE 0.001 score STOX_BOUND_090909_B 2.496 score SUBJ_ATTENTION 0.499 score SUSP_UTF8_WORD_FROM 1.999 score TEQF_USR_POLITE 1.999 score THIS_AD 2.045 score THIS_IS_ADV_SUSP_NTLD 0.297 score TINY_FLOAT 3.199 score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero score TO_IN_SUBJ 0.100 score TO_NAME_SUBJ_NO_RDNS 2.796 score TO_NO_BRKTS_FROM_MSSP 2.499 score TO_NO_BRKTS_HTML_IMG 1.999 score TO_NO_BRKTS_HTML_ONLY 1.999 score TO_NO_BRKTS_MSFT 1.590 score TO_NO_BRKTS_NORDNS_HTML 1.999 score TO_NO_BRKTS_PCNT 2.499 score TRANSFORM_LIFE 2.499 score TVD_APPROVED 2.799 score TVD_SPACE_ENCODED 2.499 score TVD_SPACE_RATIO_MINFP 1.886 score UNDISC_FREEM 2.899 score UNDISC_MONEY 3.299 score UNICODE_OBFU_ASC 2.499 score UNICODE_OBFU_ZW_MANY 0.001 score URI_CLOUDFLAREIPFS 2.499 score URI_DOTEDU 1.999 score URI_GOOGLE_PROXY 2.099 score URI_IMG_CWINDOWSNET 1.600 score URI_OBFU_TLD 2.478 score URI_ONLY_LOW_CONTRAST 2.499 score URI_PHISH 2.503 score URI_TRY_3LD 1.999 score URI_WP_HACKED_2 2.499 score VFY_ACCT_NORDNS 2.502 score VISTA_COST 0.564 score VISTA_TONOM_EQ_TOLOC 2.499 score WIKI_IMG 2.999 score WORD_INVIS_MANY 2.999 score XFER_LOTSA_MONEY 0.001 # force non-zero score XM_LIGHT_HEAVY 2.499 score XM_ONE_WORD 1.999 score XM_RANDOM 2.499 score XM_RECPTID 2.999 score XPRIO 0.001 score XPRIO_VISTA 0.001 score YOUR_DELIVERY_ADDRESS 1.249 score YOU_INHERIT 2.275 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 10.000 score ADVANCE_FEE_2_NEW_FORM 1.000 score ALIBABA_IMG_NOT_RCVD_ALI 1.000 score APP_DEVELOPMENT_FREEM 1.000 score APP_DEVELOPMENT_NORDNS 1.000 score BEBEE_IMG_NOT_RCVD_BB 1.000 score BITCOIN_BOMB 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_SPAM_01 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 BOMB_FREEM 1.000 score BOMB_MONEY 1.000 score BTC_ORG 1.000 score BULK_RE_SUSP_NTLD 1.000 score COMMENT_GIBBERISH 1.000 score CONTENT_AFTER_HTML 1.000 score CONTENT_AFTER_HTML_WEAK 1.000 score DAY_I_EARNED 1.000 score DOTGOV_IMAGE 1.000 score EBAY_IMG_NOT_RCVD_EBAY 1.000 score ENVFROM_GOOG_TRIX 1.000 score FACEBOOK_IMG_NOT_RCVD_FB 1.000 score FONT_INVIS_DOTGOV 1.000 score FREEM_FRNUM_UNICD_EMPTY 1.000 score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000 score FROM_NTLD_LINKBAIT 1.000 score GAPPY_LOW_CONTRAST 1.000 score GAPPY_SALES_LEADS_FREEM 1.000 score GB_FORGED_MUA_POSTFIX 1.000 score GB_GOOGLE_OBFUR 0.750 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_MALWARE_DNLD 1.000 score GOOG_STO_EMAIL_PHISH 1.000 score GOOG_STO_HTML_PHISH 1.000 score GOOG_STO_HTML_PHISH_MANY 1.000 score GOOG_STO_IMG_NOHTML 1.000 score HAS_X_NO_RELAY 1.000 score HAS_X_OUTGOING_SPAM_STAT 1.000 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 HOSTED_IMG_MULTI 1.000 score HREF_EMPTY_PHPMAIL 1.000 score HREF_EMPTY_XANTIABUSE 1.000 score HREF_EMPTY_XAUTHED 1.000 score HTML_ENTITY_ASCII_TINY 1.000 score HTML_SHRT_CMNT_OBFU_MANY 1.000 score JH_SPAMMY_PATTERN01 1.000 score JH_SPAMMY_PATTERN02 1.000 score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000 score LIST_PRTL_PUMPDUMP 1.000 score LIST_PRTL_SAME_USER 1.000 score LONG_INVISIBLE_TEXT 1.000 score LUCRATIVE 1.000 score MALF_HTML_B64 1.000 score MALWARE_NORDNS 1.000 score MALWARE_PASSWORD 1.000 score MIXED_AREA_CASE 1.000 score MIXED_CENTER_CASE 1.000 score MIXED_FONT_CASE 1.000 score MIXED_IMG_CASE 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 MSGID_HDR_MALF 1.000 score MSM_PRIO_REPTO 1.000 score NEWEGG_IMG_NOT_RCVD_NEGG 1.000 score NEW_PRODUCTS 1.000 score OBFU_BITCOIN 1.000 score PDS_X_PHP_WELLKNOWN 1.000 score PHISH_AZURE_CLOUDAPP 3.500 score PHISH_FBASEAPP 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_LIST_SPOOF 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 RDNS_NUM_TLD_XM 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 REPTO_INFONUMSCOM 1.000 score SCC_ISEMM_LID_1 1.000 score SCC_ISEMM_LID_1A 1.000 score SENDGRID_REDIR_PHISH 1.000 score SEO_SUSP_NTLD 1.000 score SHORT_IMG_SUSP_NTLD 1.000 score SHY_OBFU_EXPIRE 1.000 score SHY_OBFU_PASSWORD 1.000 score SPAM_CWINDOWSNET 1.000 score STOCK_TIP 1.000 score SUBJ_BRKN_WORDNUMS 1.000 score SYSADMIN 1.000 score TAGSTAT_IMG_NOT_RCVD_TGST 1.000 score TARINGANET_IMG_NOT_RCVD_TN 1.000 score TONLINE_FAKE_DKIM 1.000 score TW_GIBBERISH_MANY 1.000 score UC_GIBBERISH_OBFU 1.000 score UNICODE_OBFU_ZW 1.000 score UNSUB_GOOG_FORM 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_FIREBASEAPP 1.000 score URI_GOOG_STO_SPAMMY 3.000 score URI_HEX_IP 1.000 score URI_IMG_WP_REDIR 1.000 score URI_LONG_REPEAT 1.000 score URI_ONLY_MSGID_MALF 1.000 score URI_OPTOUT_3LD 1.000 score URI_PHP_REDIR 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 XM_DIGITS_ONLY 1.000 score XPRIO_SHORT_SUBJ 1.000 # in active.list but have no hits in recent corpus score ARC_SIGNED 0.001 # force non-zero score ARC_VALID 0.001 # force non-zero 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 GB_HASHBL_BTC 0.001 # force non-zero score PDS_HELO_SPF_FAIL 0.001 # force non-zero score RCVD_IN_IADB_COURT 0.001 # force non-zero score RCVD_IN_IADB_LEG_MAND 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 SENDGRID_REDIR 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