# Using score set 0 logs for revision 1921874 from: # ham-ena-week0.r1921874.log ham-ena-week1.r1921874.log ham-ena-week2.r1921874.log ham-ena-week3.r1921874.log ham-ena-week4.r1921874.log ham-giovanni-ham.r1921874.log ham-giovanni-spammy.r1921874.log ham-giovanni-spam.r1921874.log ham-grenier.r1921874.log ham-jhardin.r1921874.log ham-llanga.r1921874.log ham-mmiroslaw-mails-ham.r1921874.log ham-mmiroslaw-mails-spam.r1921874.log ham-spamsponge.r1921874.log ham-tsz-corpus.r1921874.log ham-whyscream.r1921874.log spam-ena-week0.r1921874.log spam-ena-week1.r1921874.log spam-ena-week2.r1921874.log spam-ena-week3.r1921874.log spam-ena-week4.r1921874.log spam-giovanni-ham.r1921874.log spam-giovanni-spammy.r1921874.log spam-giovanni-spam.r1921874.log spam-grenier.r1921874.log spam-jhardin.r1921874.log spam-llanga.r1921874.log spam-mmiroslaw-mails-ham.r1921874.log spam-mmiroslaw-mails-spam.r1921874.log spam-spamsponge.r1921874.log spam-tsz-corpus.r1921874.log spam-whyscream.r1921874.log score ACCT_PHISHING_MANY 2.554 score AC_BR_BONANZA 0.001 score AC_DIV_BONANZA 0.001 score AC_FROM_MANY_DOTS 2.499 score AC_HTML_NONSENSE_TAGS 1.999 score AC_POST_EXTRAS 2.499 score ADMITS_SPAM 4.199 score ADVANCE_FEE_2_NEW_FORM 1.999 score ADVANCE_FEE_2_NEW_FRM_MNY 0.001 score ADVANCE_FEE_2_NEW_MONEY 1.999 score ADVANCE_FEE_3_NEW 0.001 score ADVANCE_FEE_3_NEW_FORM 0.464 score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 score ADVANCE_FEE_3_NEW_MONEY 2.999 score ADVANCE_FEE_4_NEW 0.150 score ADVANCE_FEE_4_NEW_FRM_MNY 2.299 score ADVANCE_FEE_4_NEW_MONEY 0.117 score ADVANCE_FEE_5_NEW 2.499 score ADVANCE_FEE_5_NEW_FRM_MNY 1.919 score ADVANCE_FEE_5_NEW_MONEY 2.889 score AD_PREFS 0.499 score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 score BIGNUM_EMAILS_FREEM 0.882 score BIGNUM_EMAILS_MANY 2.999 score BITCOIN_EXTORT_01 4.501 score BITCOIN_MALWARE 1.026 score BITCOIN_ONAN 2.548 score BITCOIN_SPAM_02 2.499 score BITCOIN_SPAM_03 2.499 score BITCOIN_SPAM_07 3.499 score BITCOIN_SPAM_09 1.499 score BITCOIN_TOEQFM 3.499 score BITCOIN_VISTA 3.500 score BITCOIN_XPRIO 2.499 score BODY_URI_ONLY 1.201 score BOGUS_MIME_VERSION 3.499 score BOGUS_MSM_HDRS 0.695 score COMPENSATION 1.499 score CONTENT_AFTER_HTML_WEAK 1.499 score CTE_8BIT_MISMATCH 0.999 score DATE_IN_FUTURE_Q_PLUS 2.182 score DEAR_BENEFICIARY 3.399 score DOS_BODY_HIGH_NO_MID 3.499 score DSN_NO_MIMEVERSION 1.999 score DYNAMIC_IMGUR 2.353 score ENCRYPTED_MESSAGE -1.000 score END_FUTURE_EMAILS 2.499 score FACEBOOK_IMG_NOT_RCVD_FB 1.999 score FBI_MONEY 0.463 score FBI_SPOOF 1.300 score FILL_THIS_FORM 0.001 score FONT_INVIS_HTML_NOHTML 2.999 score FONT_INVIS_LONG_LINE 0.788 score FONT_INVIS_MSGID 2.099 score FONT_INVIS_NORDNS 0.001 score FONT_INVIS_POSTEXTRAS 0.001 score FORM_FRAUD 0.999 score FORM_FRAUD_3 1.859 score FORM_FRAUD_5 1.860 score FOUND_YOU 2.600 score FREEMAIL_FORGED_FROMDOMAIN 0.248 score FROM_ADDR_WS 2.856 score FROM_IN_TO_AND_SUBJ 2.399 score FROM_LONG_DOM 1.499 score FROM_LONG_DOM_MINFP 2.499 score FROM_MISSPACED 0.667 score FROM_MISSP_FREEMAIL 0.001 score FROM_MISSP_MSFT 0.001 score FROM_MISSP_PHISH 3.499 score FROM_MISSP_REPLYTO 2.401 score FROM_MISSP_USER 0.001 score FROM_MISSP_XPRIO 0.001 score FROM_MULTI_NORDNS 0.001 score FROM_NTLD_LINKBAIT 1.092 score FROM_NTLD_REPLY_FREEMAIL 1.593 score FROM_SUSPICIOUS_NTLD 0.499 score FROM_SUSPICIOUS_NTLD_FP 1.999 score FROM_UNBAL2 2.699 score FSL_CTYPE_WIN1251 0.001 score FSL_NEW_HELO_USER 0.001 score FUZZY_AMAZON 2.051 score FUZZY_BITCOIN 0.470 score FUZZY_NORTON 1.203 score FUZZY_PAYPAL 1.247 score GAPPY_HTML 3.899 score GB_BITCOIN_NH 2.404 score GB_CUSTOM_HTM_URI 0.001 score GB_FAKE_RF_SHORT 0.853 score GB_FREEMAIL_DISPTO 0.001 score GB_FREEMAIL_DISPTO_NOTFREEM 0.499 score GOOG_MALWARE_DNLD 4.832 score GOOG_REDIR_NORDNS 2.489 score GOOG_STO_NOIMG_HTML 2.544 score HDRS_MISSP 2.148 score HDR_ORDER_FTSDMCXX_DIRECT 0.001 score HDR_ORDER_FTSDMCXX_NORDNS 0.001 score HEADER_FROM_DIFFERENT_DOMAINS 0.250 score HELO_NO_DOMAIN 0.001 score HK_LOTTO 0.999 score HK_NAME_FM_MR_MRS 1.499 score HK_NAME_MR_MRS 0.999 score HK_RANDOM_ENVFROM 0.018 score HK_RANDOM_FROM 0.999 score HK_RANDOM_REPLYTO 0.999 score HK_SCAM 1.361 score HK_WIN 0.999 score HOSTED_IMG_DIRECT_MX 3.499 score HOSTED_IMG_MULTI_PUB_01 0.001 score HREF_EMPTY_NORDNS 2.499 score HTML_BADATTR 0.062 score HTML_ENTITY_ASCII 3.000 score HTML_FONT_TINY_NORDNS 2.000 score HTML_SINGLET_MANY 1.859 score HTML_TAG_BALANCE_CENTER 2.402 score HTML_TEXT_INVISIBLE_FONT 0.001 score HTML_TEXT_INVISIBLE_STYLE 0.151 score IMG_DIRECT_TO_MX 1.408 score IMG_ONLY_FM_DOM_INFO 2.200 score JH_SPAMMY_HEADERS 3.499 score KHOP_FAKE_EBAY 0.999 score KHOP_HELO_FCRDNS 0.400 score LIST_PARTIAL_SHORT_MSG 2.499 score LONGLN_LOW_CONTRAST 2.499 score LONG_HEX_URI 2.999 score LONG_IMG_URI 2.999 score LOTS_OF_MONEY 0.010 score LOTTO_AGENT 0.388 score LOTTO_DEPT 1.528 score MALWARE_NORDNS 3.193 score MALW_ATTACH 2.599 score MANY_SUBDOM 2.999 score MAY_BE_FORGED 1.801 score MILLION_HUNDRED 2.999 score MILLION_USD 0.374 score MIMEOLE_DIRECT_TO_MX 0.540 score MIXED_CENTER_CASE 2.499 score MIXED_ES 2.399 score MIXED_HREF_CASE 1.999 score MONEY_ATM_CARD 0.001 score MONEY_FORM 0.001 score MONEY_FORM_SHORT 0.001 score MONEY_FRAUD_3 0.001 score MONEY_FRAUD_5 0.001 score MONEY_FRAUD_8 0.001 score MONEY_FREEMAIL_REPTO 2.573 score MONEY_FROM_41 0.001 score MONEY_FROM_MISSP 0.001 score MONEY_NOHTML 2.028 score MSM_PRIO_REPTO 1.053 score NA_DOLLARS 0.903 score NICE_REPLY_A -3.339 score NORDNS_LOW_CONTRAST 0.001 score NO_FM_NAME_IP_HOSTN 0.001 score NSL_RCVD_FROM_USER 0.001 score NSL_RCVD_HELO_USER 0.001 score OBFU_BITCOIN 2.999 score OBFU_JVSCR_ESC 2.300 score PDS_BAD_THREAD_QP_64 0.999 score PDS_BTC_ID 0.499 score PDS_BTC_MSGID 0.999 score PDS_DBL_URL_LINKBAIT 0.503 score PDS_FRNOM_TODOM_DBL_URL 1.500 score PDS_FRNOM_TODOM_NAKED_TO 0.401 score PDS_FROM_NAME_TO_DOMAIN 1.999 score PDS_OTHER_BAD_TLD 1.999 score PHISH_ATTACH 2.299 score PHP_ORIG_SCRIPT 2.400 score PHP_SCRIPT 2.499 score PP_MIME_FAKE_ASCII_TEXT 0.999 score RATWARE_NO_RDNS 1.654 score RCVD_DOTEDU_SHORT 1.499 score REPTO_419_FRAUD 2.999 score REPTO_419_FRAUD_GM 2.999 score RISK_FREE 2.299 score SCC_CANSPAM_2 1.470 score SCC_ISEMM_LID_1B 1.499 score SCC_SPAMMER_ADDR_2 0.784 score SERGIO_SUBJECT_VIAGRA01 2.599 score SHOPIFY_IMG_NOT_RCVD_SFY 2.499 score SHORTENED_URL_SRC 3.099 score SHORTENER_SHORT_IMG 0.001 score SHORT_IMG_SUSP_NTLD 1.086 score SPOOFED_FREEMAIL_NO_RDNS 0.001 score SPOOF_GMAIL_MID 0.206 score STATIC_XPRIO_OLE 0.001 score SUBJ_ATTENTION 0.499 score SUSP_UTF8_WORD_COMBO 2.600 score SUSP_UTF8_WORD_FROM 1.999 score SUSP_UTF8_WORD_SUBJ 1.798 score THIS_AD 0.811 score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero score TO_EQ_FM_DOM_HTML_ONLY 0.001 score TO_EQ_FM_HTML_ONLY 0.001 score TO_IN_SUBJ 0.099 score TO_NAME_SUBJ_NO_RDNS 2.913 score TO_NO_BRKTS_HTML_IMG 0.186 score TO_NO_BRKTS_HTML_ONLY 1.999 score TO_NO_BRKTS_MSFT 0.001 score TO_NO_BRKTS_NORDNS_HTML 1.999 score TO_NO_BRKTS_PCNT 2.499 score TVD_FROM_1 0.999 score TVD_SPACE_ENCODED 1.705 score TVD_SPACE_RATIO_MINFP 0.894 score UNDISC_FREEM 2.699 score UNDISC_MONEY 2.044 score UNICODE_OBFU_ASC 2.499 score UNICODE_OBFU_ZW_MANY 0.001 score URI_CLOUDFLAREIPFS 0.001 score URI_DOTEDU 1.696 score URI_DWEBIPFS 3.499 score URI_EXCESS_SLASHES 0.503 score URI_FLKIPFSXYZIPFS 3.499 score URI_GOOGDRAWPREVIEW_MINFP 3.499 score URI_GOOGLE_PROXY 0.001 score URI_GOOG_STO_SPAMMY 2.937 score URI_IMG_CWINDOWSNET 0.398 score URI_IPFS 0.651 score URI_IPFSIO 3.499 score URI_PHISH 2.486 score URI_TRY_3LD 1.999 score URI_WP_HACKED 0.001 score URI_WP_HACKED_2 1.866 score VFY_ACCT_NORDNS 2.496 score VISTA_COST 2.499 score VISTA_TONOM_EQ_TOLOC 2.499 score WORD_INVIS 3.000 score XFER_LOTSA_MONEY 0.999 score XM_RANDOM 2.499 score XPRIO 0.001 score XPRIO_VISTA 1.337 score YOUR_PERMISSION 1.493 score YOU_INHERIT 2.999 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 ALIBABA_IMG_NOT_RCVD_ALI 1.000 score AMAZON_IMG_NOT_RCVD_AMZN 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_DEADLINE 1.000 score BITCOIN_EXTORT_02 1.000 score BITCOIN_IMGUR 1.000 score BITCOIN_OBFU_SUBJ 1.000 score BITCOIN_PAY_ME 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 BITCOIN_YOUR_INFO 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 CANT_SEE_AD 1.000 score COMMENT_GIBBERISH 1.000 score CONTENT_AFTER_HTML 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 FONT_INVIS_DIRECT 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 GAPPY_SALES_LEADS_FREEM 1.000 score GB_FORGED_MUA_POSTFIX 1.000 score GB_GOOGLE_OBFUR 0.750 score GB_STORAGE_GOOGLE_EMAIL 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_EMAIL_PHISH 1.000 score GOOG_STO_HTML_PHISH 1.000 score GOOG_STO_HTML_PHISH_MANY 1.000 score GOOG_STO_IMG_HTML 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 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 HOSTED_IMG_FREEM 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_OFF_PAGE 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_PASSWORD 1.000 score MANY_HDRS_LCASE 0.100 score MIME_NO_TEXT 1.000 score MIXED_AREA_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 NEWEGG_IMG_NOT_RCVD_NEGG 1.000 score NEW_PRODUCTS 1.000 score ODD_FREEM_REPTO 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 RAND_MKTG_HEADER 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_GM_LOOSE 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 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 SHY_OBFU_EXPIRE 1.000 score SHY_OBFU_PASSWORD 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 THIS_IS_ADV_SUSP_NTLD 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 UNICODE_RTL_OBFU 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_GOOGDRAWPREVIEW 1.000 score URI_HEX_IP 1.000 score URI_IMG_WP_REDIR 1.000 score URI_LONG_REPEAT 1.000 score URI_NOCODEFORM 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 USB_DRIVES 1.000 score VPS_NO_NTLD 1.000 score WALMART_IMG_NOT_RCVD_WAL 1.000 score WORD_INVIS_MANY 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_DMARC 0.001 # force non-zero score RCVD_IN_IADB_ESP 0.001 # force non-zero score RCVD_IN_IADB_LEG_MAND 0.001 # force non-zero score RCVD_IN_IADB_URG 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 score URIBL_CT_SURBL 0.001 # force non-zero score URIBL_DM_SURBL 0.001 # force non-zero