# Using score set 0 logs for revision 1889320 from: # ham-axb-coi-bulk.r1889320.log ham-axb-generic.r1889320.log ham-axb-ham-misc.r1889320.log ham-darxus.r1889320.log ham-ena-week0.r1889320.log ham-ena-week1.r1889320.log ham-ena-week2.r1889320.log ham-ena-week3.r1889320.log ham-ena-week4.r1889320.log ham-giovanni-ham.r1889320.log ham-giovanni-spammy.r1889320.log ham-giovanni-spam.r1889320.log ham-grenier.r1889320.log ham-hege.r1889320.log ham-jhardin.r1889320.log ham-llanga.r1889320.log ham-mmiroslaw-mails-ham.r1889320.log ham-mmiroslaw-mails-spam.r1889320.log ham-pds.r1889320.log ham-sihde.r1889320.log ham-spamsponge.r1889320.log ham-thendrikx.r1889320.log spam-axb-coi-bulk.r1889320.log spam-axb-generic.r1889320.log spam-axb-ham-misc.r1889320.log spam-darxus.r1889320.log spam-ena-week0.r1889320.log spam-ena-week1.r1889320.log spam-ena-week2.r1889320.log spam-ena-week3.r1889320.log spam-ena-week4.r1889320.log spam-giovanni-ham.r1889320.log spam-giovanni-spammy.r1889320.log spam-giovanni-spam.r1889320.log spam-grenier.r1889320.log spam-hege.r1889320.log spam-jhardin.r1889320.log spam-llanga.r1889320.log spam-mmiroslaw-mails-ham.r1889320.log spam-mmiroslaw-mails-spam.r1889320.log spam-pds.r1889320.log spam-sihde.r1889320.log spam-spamsponge.r1889320.log spam-thendrikx.r1889320.log score ACCT_PHISHING_MANY 1.882 score AC_BR_BONANZA 0.001 score AC_DIV_BONANZA 0.001 score AC_FROM_MANY_DOTS 2.999 score AC_HTML_NONSENSE_TAGS 1.999 score ADMITS_SPAM 3.999 score ADVANCE_FEE_2_NEW_FRM_MNY 2.499 score ADVANCE_FEE_2_NEW_MONEY 1.320 score ADVANCE_FEE_3_NEW 2.038 score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 score ADVANCE_FEE_3_NEW_MONEY 1.190 score ADVANCE_FEE_4_NEW 2.699 score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 score ADVANCE_FEE_4_NEW_MONEY 2.494 score ADVANCE_FEE_5_NEW 1.947 score ADVANCE_FEE_5_NEW_FRM_MNY 2.899 score ADVANCE_FEE_5_NEW_MONEY 0.788 score AD_PREFS 0.001 score ALIBABA_IMG_NOT_RCVD_ALI 2.499 score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero score APP_DEVELOPMENT_NORDNS 1.220 score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.303 score BIGNUM_EMAILS_FREEM 2.999 score BITCOIN_DEADLINE 1.601 score BITCOIN_EXTORT_01 2.501 score BITCOIN_IMGUR 2.530 score BITCOIN_MALF_HTML 3.499 score BITCOIN_MALWARE 2.894 score BITCOIN_ONAN 2.295 score BITCOIN_SPAM_02 1.607 score BITCOIN_SPAM_03 0.001 score BITCOIN_XPRIO 0.001 score BITCOIN_YOUR_INFO 2.903 score BODY_SINGLE_URI 0.993 score BODY_SINGLE_WORD 0.001 score BODY_URI_ONLY 2.353 score BOGUS_MIME_VERSION 3.499 score CK_HELO_GENERIC 0.249 score COMPENSATION 1.499 score CONTENT_AFTER_HTML 2.499 score CTE_8BIT_MISMATCH 0.999 score DATE_IN_FUTURE_96_Q 0.275 score DEAR_BENEFICIARY 3.399 score DSN_NO_MIMEVERSION 1.999 score EBAY_IMG_NOT_RCVD_EBAY 0.466 score END_FUTURE_EMAILS 2.099 score FAKE_REPLY_A1 3.365 score FAKE_REPLY_B 2.547 score FILL_THIS_FORM 1.206 score FONT_INVIS_DIRECT 1.424 score FONT_INVIS_HTML_NOHTML 2.999 score FONT_INVIS_LONG_LINE 1.795 score FONT_INVIS_MSGID 2.499 score FONT_INVIS_NORDNS 2.401 score FORM_FRAUD 0.001 # force non-zero score FORM_FRAUD_3 2.663 score FORM_FRAUD_5 3.299 score FOUND_YOU 3.153 score FREEMAIL_FORGED_FROMDOMAIN 0.249 score FROMSPACE 3.499 score FROM_2_EMAILS_SHORT 2.999 score FROM_ADDR_WS 2.999 score FROM_IN_TO_AND_SUBJ 2.599 score FROM_MISSPACED 0.001 score FROM_MISSP_DYNIP 0.996 score FROM_MISSP_EH_MATCH 0.001 # force non-zero score FROM_MISSP_FREEMAIL 2.898 score FROM_MISSP_MSFT 1.850 score FROM_MISSP_PHISH 3.499 score FROM_MISSP_REPLYTO 2.400 score FROM_MISSP_TO_UNDISC 0.001 score FROM_MISSP_USER 0.001 score FROM_MULTI_NORDNS 0.001 score FROM_NTLD_REPLY_FREEMAIL 1.572 score FROM_SUSPICIOUS_NTLD 0.500 score FROM_SUSPICIOUS_NTLD_FP 1.999 score FSL_CTYPE_WIN1251 0.001 score FSL_NEW_HELO_USER 0.001 score FUZZY_AMAZON 2.799 score FUZZY_BITCOIN 2.600 score GB_FAKE_RF_SHORT 1.999 score GB_FREEMAIL_DISPTO 0.499 score GOOGLE_DOC_SUSP 2.999 score GOOG_REDIR_NORDNS 2.505 score GOOG_STO_HTML_PHISH 2.132 score GOOG_STO_IMG_HTML 2.999 score GOOG_STO_NOIMG_HTML 2.999 score HAS_X_OUTGOING_SPAM_STAT 1.999 score HDRS_LCASE 0.100 score HDRS_LCASE_IMGONLY 0.100 score HDRS_MISSP 2.499 score HDR_ORDER_FTSDMCXX_DIRECT 1.999 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 0.662 score HK_NAME_MR_MRS 0.999 score HK_RANDOM_ENVFROM 0.999 score HK_RANDOM_FROM 0.999 score HK_RANDOM_REPLYTO 1.000 score HK_SCAM 1.999 score HOSTED_IMG_DIRECT_MX 2.831 score HOSTED_IMG_FREEM 3.499 score HOSTED_IMG_MULTI 0.422 score HOSTED_IMG_MULTI_PUB_01 2.999 score HTML_ENTITY_ASCII 2.999 score HTML_OFF_PAGE 2.999 score HTML_SINGLET_MANY 0.001 score HTML_TAG_BALANCE_CENTER 3.599 score HTML_TEXT_INVISIBLE_FONT 1.189 score HTML_TEXT_INVISIBLE_STYLE 0.571 score JH_SPAMMY_HEADERS 3.499 score KHOP_FAKE_EBAY 0.001 score KHOP_HELO_FCRDNS 0.399 score LIST_PRTL_SAME_USER 0.001 score LONG_HEX_URI 2.594 score LONG_IMG_URI 1.260 score LONG_INVISIBLE_TEXT 2.999 score LOTS_OF_MONEY 0.010 score LOTTO_AGENT 1.499 score LOTTO_DEPT 1.999 score MALWARE_NORDNS 0.001 score MANY_SPAN_IN_TEXT 2.799 score MAY_BE_FORGED 2.096 score MILLION_HUNDRED 0.102 score MILLION_USD 0.604 score MIMEOLE_DIRECT_TO_MX 0.402 score MIXED_AREA_CASE 1.748 score MIXED_CENTER_CASE 1.955 score MIXED_CTYPE_CASE 1.561 score MIXED_ES 3.199 score MIXED_FONT_CASE 0.001 score MIXED_HREF_CASE 1.999 score MIXED_IMG_CASE 2.999 score MONEY_ATM_CARD 0.001 score MONEY_FORM 0.001 score MONEY_FORM_SHORT 2.499 score MONEY_FRAUD_3 3.004 score MONEY_FRAUD_5 0.001 score MONEY_FRAUD_8 1.792 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_HDR_MALF 2.809 score MSGID_NOFQDN1 0.405 score MSMAIL_PRI_ABNORMAL 0.941 score MSM_PRIO_REPTO 0.001 score NA_DOLLARS 1.499 score NICE_REPLY_A -0.245 score NORDNS_LOW_CONTRAST 1.787 score NO_FM_NAME_IP_HOSTN 0.001 score NSL_RCVD_FROM_USER 0.001 score NSL_RCVD_HELO_USER 2.587 score NUMBEREND_LINKBAIT 0.767 score ODD_FREEM_REPTO 3.000 score OFFER_ONLY_AMERICA 1.380 score ONLINE_MKTG_CNSLT 2.799 score PDS_BAD_THREAD_QP_64 0.999 score PDS_BTC_ID 0.500 score PDS_BTC_MSGID 0.999 score PDS_DBL_URL_TNB_RUNON 0.001 score PDS_EMPTYSUBJ_URISHRT 0.346 score PDS_FRNOM_TODOM_DBL_URL 1.499 score PDS_FRNOM_TODOM_NAKED_TO 1.499 score PDS_FROM_2_EMAILS 3.135 score PDS_FROM_2_EMAILS_SHRTNER 0.168 score PDS_FROM_NAME_TO_DOMAIN 1.999 score PDS_NO_FULL_NAME_SPOOFED_URL 0.326 score PDS_OTHER_BAD_TLD 1.999 score PDS_PRO_TLD 0.999 score PDS_SHORTFWD_URISHRT_FP 1.499 score PDS_SHORT_SPOOFED_URL 0.946 score PDS_TINYSUBJ_URISHRT 1.455 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999 score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000 score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999 score PHISH_FBASEAPP 1.818 score PHP_ORIG_SCRIPT 2.249 score PHP_SCRIPT 2.499 score PP_MIME_FAKE_ASCII_TEXT 1.000 score RAND_HEADER_LIST_SPOOF 2.999 score RAND_MKTG_HEADER 1.999 score RATWARE_NO_RDNS 2.083 score RCVD_DOTEDU_SUSP_URI 2.999 score RDNS_NUM_TLD_XM 2.371 score READY_TO_SHIP 1.249 score REPTO_419_FRAUD 2.593 score REPTO_419_FRAUD_GM 2.999 score REPTO_419_FRAUD_QQ 2.999 score REPTO_419_FRAUD_YJ 0.865 score RISK_FREE 2.002 score SENDGRID_REDIR 1.499 score SEO_SUSP_NTLD 1.200 score SERGIO_SUBJECT_VIAGRA01 3.013 score SHOPIFY_IMG_NOT_RCVD_SFY 2.499 score SHORTENER_SHORT_SUBJ 2.999 score SHORT_IMG_SUSP_NTLD 1.499 score SHORT_SHORTNER 1.999 score SINGLETS_LOW_CONTRAST 0.001 # force non-zero score SPOOFED_FREEMAIL_NO_RDNS 1.499 score SPOOF_GMAIL_MID 1.499 score STATIC_XPRIO_OLE 1.585 score STOCK_LOW_CONTRAST 2.389 score SUSP_UTF8_WORD_SUBJ 1.999 score THIS_AD 1.299 score THIS_IS_ADV_SUSP_NTLD 0.292 score THREAD_INDEX_HEX 2.230 score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499 score TO_EQ_FM_DIRECT_MX 1.107 score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero score TO_EQ_FM_DOM_HTML_ONLY 1.883 score TO_EQ_FM_HTML_DIRECT 1.114 score TO_EQ_FM_HTML_ONLY 1.815 score TO_IN_SUBJ 0.100 score TO_NAME_SUBJ_NO_RDNS 2.485 score TO_NO_BRKTS_FROM_MSSP 2.499 score TO_NO_BRKTS_HTML_IMG 1.752 score TO_NO_BRKTS_HTML_ONLY 1.999 score TO_NO_BRKTS_MSFT 2.499 score TO_NO_BRKTS_NORDNS_HTML 0.455 score TO_NO_BRKTS_PCNT 2.499 score TVD_RCVD_SPACE_BRACKET 2.868 score TVD_SPACE_ENCODED 0.550 score TVD_SPACE_RATIO_MINFP 2.500 score UNDISC_FREEM 3.099 score UNDISC_MONEY 3.499 score UNICODE_OBFU_ASC 2.499 score UPGRADE_MAILBOX 1.299 score URI_BUFFLY 1.720 score URI_DEOBFU_INSTR 3.599 score URI_DOTDOT_LOW_CNTRST 2.499 score URI_DOTEDU 1.284 score URI_FIREBASEAPP 2.999 score URI_GOOGLE_PROXY 2.999 score URI_GOOG_STO_SPAMMY 1.823 score URI_LONG_REPEAT 2.369 score URI_ONLY_MSGID_MALF 0.001 score URI_PHISH 3.376 score URI_PHP_REDIR 3.499 score URI_TRY_3LD 1.999 score URI_WPADMIN 2.699 score URI_WP_DIRINDEX 2.502 score URI_WP_HACKED 3.499 score URI_WP_HACKED_2 2.499 score VFY_ACCT_NORDNS 2.010 score WANT_TO_ORDER 1.928 score WIKI_IMG 3.003 score WORD_INVIS_MANY 2.999 score XFER_LOTSA_MONEY 0.356 score XM_DIGITS_ONLY 2.999 score XM_LIGHT_HEAVY 2.400 score XM_RANDOM 2.499 score XM_RECPTID 3.000 score XPRIO 2.249 score YOUR_DELIVERY_ADDRESS 0.661 score YOU_INHERIT 2.499 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 APP_DEVELOPMENT_FREEM 1.000 score BIGNUM_EMAILS_MANY 1.000 score BITCOIN_BOMB 1.000 score BITCOIN_EXTORT_02 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_07 1.000 score BITCOIN_SPAM_08 1.000 score BITCOIN_SPAM_09 1.000 score BITCOIN_SPAM_10 1.000 score BITCOIN_SPAM_11 1.000 score BITCOIN_SPAM_12 1.000 score BOGUS_MSM_HDRS 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 CHINA_MANUFACTURER 1.000 score COMMENT_GIBBERISH 1.000 score DAY_I_EARNED 1.000 score DOTGOV_IMAGE 1.000 score DYNAMIC_IMGUR 1.000 score ENCRYPTED_MESSAGE -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_LOW_CONTRAST 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 FROM_NUMERIC_TLD 1.000 score GAPPY_SALES_LEADS_FREEM 1.000 score GB_FORGED_MUA_POSTFIX 1.000 score GB_FREEMAIL_DISPTO_NOTFREEM 0.500 score GB_GOOGLE_OBFUR 0.750 score GOOGLE_DOCS_PHISH 1.000 score GOOGLE_DOCS_PHISH_MANY 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_MANY 1.000 score GOOG_STO_IMG_NOHTML 1.000 score HAS_X_NO_RELAY 1.000 score HEXHASH_WORD 1.000 score HK_CTE_RAW 1.000 score HK_RCVD_IP_MULTICAST 1.000 score HK_WIN 1.000 score HOSTED_IMG_DQ_UNSUB 1.000 score HTML_ENTITY_ASCII_TINY 1.000 score HTML_SHRT_CMNT_OBFU_MANY 1.000 score IMG_ONLY_FM_DOM_INFO 1.000 score JH_SPAMMY_PATTERN01 1.000 score JH_SPAMMY_PATTERN02 1.000 score LIST_PRTL_PUMPDUMP 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 OBFU_BITCOIN 1.000 score ORDER_TODAY 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 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_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_YH 1.000 score REPTO_419_FRAUD_YH_LOOSE 1.000 score REPTO_419_FRAUD_YN 1.000 score SENDGRID_REDIR_PHISH 1.000 score SHORTENER_SHORT_IMG 1.000 score STOCK_TIP 1.000 score SYSADMIN 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 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_HEX_IP 1.000 score URI_IMG_WP_REDIR 1.000 score URI_OPTOUT_3LD 1.000 score URI_TRY_USME 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_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