# Using score set 1 logs for revision 1890714 from: # ham-net-axb-coi-bulk.r1890714.log ham-net-axb-generic.r1890714.log ham-net-axb-ham-misc.r1890714.log ham-net-darxus.r1890714.log ham-net-ena-week0.r1890714.log ham-net-ena-week1.r1890714.log ham-net-ena-week2.r1890714.log ham-net-ena-week3.r1890714.log ham-net-ena-week4.r1890714.log ham-net-grenier.r1890714.log ham-net-hege.r1890714.log ham-net-jhardin.r1890714.log ham-net-llanga.r1890714.log ham-net-mmiroslaw-mails-ham.r1890714.log ham-net-mmiroslaw-mails-spam.r1890714.log ham-net-pds.r1890714.log ham-net-spamsponge.r1890714.log ham-net-thendrikx.r1890714.log ham-net-tsz-spam-corpus.r1890714.log spam-net-axb-coi-bulk.r1890714.log spam-net-axb-generic.r1890714.log spam-net-axb-ham-misc.r1890714.log spam-net-darxus.r1890714.log spam-net-ena-week0.r1890714.log spam-net-ena-week1.r1890714.log spam-net-ena-week2.r1890714.log spam-net-ena-week3.r1890714.log spam-net-ena-week4.r1890714.log spam-net-grenier.r1890714.log spam-net-hege.r1890714.log spam-net-jhardin.r1890714.log spam-net-llanga.r1890714.log spam-net-mmiroslaw-mails-ham.r1890714.log spam-net-mmiroslaw-mails-spam.r1890714.log spam-net-pds.r1890714.log spam-net-spamsponge.r1890714.log spam-net-thendrikx.r1890714.log spam-net-tsz-spam-corpus.r1890714.log score ACCT_PHISHING_MANY 2.999 score AC_BR_BONANZA 0.001 score AC_DIV_BONANZA 0.001 # force non-zero score AC_FROM_MANY_DOTS 2.999 score AC_HTML_NONSENSE_TAGS 1.999 score AC_POST_EXTRAS 2.499 score ADMITS_SPAM 3.899 score ADVANCE_FEE_2_NEW_FORM 0.191 score ADVANCE_FEE_2_NEW_FRM_MNY 0.001 score ADVANCE_FEE_2_NEW_MONEY 1.486 score ADVANCE_FEE_3_NEW 1.949 score ADVANCE_FEE_3_NEW_FRM_MNY 1.926 score ADVANCE_FEE_3_NEW_MONEY 2.799 score ADVANCE_FEE_4_NEW 2.399 score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 score ADVANCE_FEE_4_NEW_MONEY 2.799 score ADVANCE_FEE_5_NEW 2.399 score ADVANCE_FEE_5_NEW_FRM_MNY 2.899 score ADVANCE_FEE_5_NEW_MONEY 0.001 score AD_PREFS 0.499 score ALIBABA_IMG_NOT_RCVD_ALI 2.499 score AMAZON_IMG_NOT_RCVD_AMZN 0.001 score APP_DEVELOPMENT_NORDNS 0.908 score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.851 score BIGNUM_EMAILS_FREEM 2.097 score BIGNUM_EMAILS_MANY 2.999 score BITCOIN_DEADLINE 2.999 score BITCOIN_IMGUR 1.683 score BITCOIN_MALF_HTML 3.499 score BITCOIN_MALWARE 0.001 score BITCOIN_SPAM_02 2.499 score BITCOIN_SPAM_03 0.984 score BITCOIN_SPAM_05 2.499 score BITCOIN_SPAM_07 3.499 score BITCOIN_SPAM_10 0.798 score BITCOIN_XPRIO 0.001 score BITCOIN_YOUR_INFO 1.979 score BODY_SINGLE_URI 2.499 score BODY_URI_ONLY 2.727 score BOGUS_MIME_VERSION 2.110 score BOGUS_MSM_HDRS 2.954 score CK_HELO_GENERIC 0.250 score CONTENT_AFTER_HTML 2.499 score CTE_8BIT_MISMATCH 0.999 score DEAR_BENEFICIARY 0.001 score DEAR_EMAIL_USER 1.320 score DKIMWL_BL 2.999 score DKIMWL_WL_HIGH -0.197 score DKIMWL_WL_MED -0.001 score DKIMWL_WL_MEDHI -0.999 score DSN_NO_MIMEVERSION 1.999 score DX_TEXT_03 1.699 score EBAY_IMG_NOT_RCVD_EBAY 2.193 score ENCRYPTED_MESSAGE -0.999 score FAKE_REPLY_A1 2.599 score FBI_MONEY 1.999 score FBI_SPOOF 1.271 score FILL_THIS_FORM 0.001 score FONT_INVIS_DIRECT 0.001 score FONT_INVIS_HTML_NOHTML 2.875 score FONT_INVIS_LONG_LINE 2.999 score FONT_INVIS_MSGID 1.776 score FONT_INVIS_NORDNS 2.231 score FONT_INVIS_POSTEXTRAS 3.499 score FORGED_SPF_HELO 2.199 score FORM_FRAUD 0.001 score FORM_FRAUD_3 0.579 score FORM_FRAUD_5 2.941 score FOUND_YOU 0.014 score FREEMAIL_FORGED_FROMDOMAIN 0.250 score FROM_2_EMAILS_SHORT 2.678 score FROM_BANK_NOAUTH 0.999 score FROM_FMBLA_NEWDOM 1.499 score FROM_FMBLA_NEWDOM14 0.999 score FROM_FMBLA_NEWDOM28 0.799 score FROM_GOV_DKIM_AU -0.865 score FROM_GOV_SPOOF 0.999 score FROM_IN_TO_AND_SUBJ 2.166 score FROM_MISSPACED 1.602 score FROM_MISSP_DYNIP 2.033 score FROM_MISSP_EH_MATCH 0.001 score FROM_MISSP_FREEMAIL 2.708 score FROM_MISSP_MSFT 0.619 score FROM_MISSP_PHISH 3.499 score FROM_MISSP_SPF_FAIL 0.758 score FROM_MISSP_TO_UNDISC 0.552 score FROM_MISSP_USER 0.001 score FROM_MULTI_NORDNS 3.115 score FROM_NTLD_REPLY_FREEMAIL 1.310 score FROM_PAYPAL_SPOOF 1.599 score FROM_SUSPICIOUS_NTLD 0.499 score FROM_SUSPICIOUS_NTLD_FP 2.000 score FROM_UNBAL1 2.899 score FROM_UNBAL2 2.199 score FROM_WSP_TRAIL 2.299 score FSL_BULK_SIG 2.441 score FSL_CTYPE_WIN1251 1.075 score FSL_NEW_HELO_USER 0.001 score FUZZY_AMAZON 2.099 score FUZZY_CLICK_HERE 2.199 score GB_FAKE_RF_SHORT 1.290 score GB_FREEMAIL_DISPTO 0.499 score GB_FREEMAIL_DISPTO_NOTFREEM 0.499 score GOOGLE_DOC_SUSP 2.999 score GOOG_REDIR_NORDNS 3.129 score GOOG_STO_EMAIL_PHISH 2.432 score GOOG_STO_HTML_PHISH 0.170 score GOOG_STO_HTML_PHISH_MANY 1.769 score GOOG_STO_IMG_HTML 2.999 score GOOG_STO_NOIMG_HTML 2.999 score HAS_X_OUTGOING_SPAM_STAT 0.798 score HDRS_LCASE_IMGONLY 0.099 score HDRS_MISSP 2.499 score HDR_ORDER_FTSDMCXX_DIRECT 0.001 score HDR_ORDER_FTSDMCXX_NORDNS 0.001 score HEADER_FROM_DIFFERENT_DOMAINS 0.249 score HELO_NO_DOMAIN 0.001 score HK_LOTTO 1.000 score HK_NAME_FM_MR_MRS 0.856 score HK_NAME_MR_MRS 0.999 score HK_RANDOM_ENVFROM 0.999 score HK_RANDOM_FROM 0.999 score HK_RANDOM_REPLYTO 0.999 score HK_SCAM 1.999 score HK_WIN 0.181 score HOSTED_IMG_DIRECT_MX 1.396 score HOSTED_IMG_FREEM 3.499 score HOSTED_IMG_MULTI 2.460 score HOSTED_IMG_MULTI_PUB_01 2.999 score HTML_ENTITY_ASCII 2.900 score HTML_FONT_TINY_NORDNS 1.499 score HTML_OFF_PAGE 2.933 score HTML_SINGLET_MANY 2.500 score HTML_TAG_BALANCE_CENTER 3.299 score HTML_TEXT_INVISIBLE_FONT 0.391 score HTML_TEXT_INVISIBLE_STYLE 1.918 score IMG_ONLY_FM_DOM_INFO 2.499 score JH_SPAMMY_HEADERS 3.499 score KHOP_HELO_FCRDNS 0.399 score LIST_PARTIAL_SHORT_MSG 2.499 score LIST_PRTL_SAME_USER 2.999 score LONG_HEX_URI 0.040 score LONG_IMG_URI 0.856 score LONG_INVISIBLE_TEXT 0.001 score LOTS_OF_MONEY 0.010 score LOTTO_AGENT 0.001 score LOTTO_DEPT 1.999 score MALWARE_NORDNS 1.768 score MALW_ATTACH 2.199 score MANY_SPAN_IN_TEXT 2.799 score MILLION_HUNDRED 0.001 score MILLION_USD 0.001 score MIMEOLE_DIRECT_TO_MX 0.007 score MIXED_AREA_CASE 2.499 score MIXED_CENTER_CASE 0.638 score MIXED_ES 3.199 score MIXED_FONT_CASE 0.700 score MIXED_HREF_CASE 0.644 score MIXED_IMG_CASE 1.330 score MONEY_ATM_CARD 0.001 score MONEY_FORM 0.001 score MONEY_FORM_SHORT 2.499 score MONEY_FRAUD_3 1.669 score MONEY_FRAUD_5 2.899 score MONEY_FRAUD_8 0.001 score MONEY_FREEMAIL_REPTO 1.426 score MONEY_FROM_41 1.999 score MONEY_FROM_MISSP 0.001 score MONEY_NOHTML 2.499 score MSGID_HDR_MALF 3.499 score MSGID_NOFQDN1 3.499 score NAME_EMAIL_DIFF 1.406 score NA_DOLLARS 0.920 score NICE_REPLY_A -0.095 score NOT_SPAM 2.599 score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero score NSL_RCVD_FROM_USER 0.001 score NSL_RCVD_HELO_USER 2.699 score NUMBEREND_LINKBAIT 0.001 score OBFU_TEXT_ATTACH 1.599 score ODD_FREEM_REPTO 2.246 score ONLINE_MKTG_CNSLT 2.699 score ORDER_TODAY 2.499 score PDS_BAD_THREAD_QP_64 1.000 score PDS_BTC_ID 0.499 score PDS_BTC_MSGID 0.999 score PDS_DBL_URL_TNB_RUNON 2.000 score PDS_EMPTYSUBJ_URISHRT 0.001 score PDS_FRNOM_TODOM_DBL_URL 1.499 score PDS_FRNOM_TODOM_NAKED_TO 1.499 score PDS_FROM_2_EMAILS 2.070 score PDS_FROM_NAME_TO_DOMAIN 1.999 score PDS_HP_HELO_NORDNS 0.308 score PDS_NAKED_TO_NUMERO 0.909 score PDS_NO_FULL_NAME_SPOOFED_URL 0.587 score PDS_OTHER_BAD_TLD 1.999 score PDS_PHP_EVAL 1.499 score PDS_PRO_TLD 0.999 score PDS_SHORT_SPOOFED_URL 1.999 score PDS_TINYSUBJ_URISHRT 0.001 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999 score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999 score PDS_TO_EQ_FROM_NAME 3.299 score PHISH_FBASEAPP 1.366 score PHP_ORIG_SCRIPT 2.499 score PHP_ORIG_SCRIPT_EVAL 2.999 score PHP_SCRIPT 2.499 score PP_MIME_FAKE_ASCII_TEXT 0.999 score RAND_HEADER_LIST_SPOOF 2.999 score RAND_MKTG_HEADER 1.999 score RATWARE_NO_RDNS 2.183 score RCVD_IN_MSPIKE_H2 -0.001 score RDNS_NUM_TLD_XM 1.351 score READY_TO_SHIP 1.249 score REPLYTO_EMPTY 3.747 score REPTO_419_FRAUD 2.999 score REPTO_419_FRAUD_CNS 2.738 score REPTO_419_FRAUD_GM 2.560 score REPTO_419_FRAUD_GM_LOOSE 0.999 score REPTO_419_FRAUD_QQ 2.572 score RISK_FREE 3.099 score SENDGRID_REDIR 1.499 score SERGIO_SUBJECT_VIAGRA01 4.499 score SHOPIFY_IMG_NOT_RCVD_SFY 2.499 score SHORTENED_URL_SRC 2.599 score SHORTENER_SHORT_IMG 1.820 score SHORTENER_SHORT_SUBJ 2.999 score SHORT_SHORTNER 1.999 score SINGLETS_LOW_CONTRAST 0.001 score SPOOFED_FREEMAIL 1.999 score SPOOFED_FREEMAIL_NO_RDNS 0.001 score SPOOFED_FREEM_REPTO 2.499 score SPOOF_GMAIL_MID 1.499 score STATIC_XPRIO_OLE 1.999 score STOCK_LOW_CONTRAST 2.314 score STOX_BOUND_090909_B 2.481 score SUBJ_ATTENTION 0.500 score SUBJ_OBFU_PUNCT_MANY 1.700 score SUSP_UTF8_WORD_FROM 1.999 score THIS_AD 1.100 score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499 score TO_EQ_FM_DIRECT_MX 2.499 score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero score TO_EQ_FM_SPF_FAIL 0.001 score TO_IN_SUBJ 0.100 score TO_NAME_SUBJ_NO_RDNS 0.001 score TO_NO_BRKTS_FROM_MSSP 2.499 score TO_NO_BRKTS_HTML_IMG 0.919 score TO_NO_BRKTS_HTML_ONLY 1.999 score TO_NO_BRKTS_NORDNS_HTML 1.346 score TO_NO_BRKTS_PCNT 2.499 score TRANSFORM_LIFE 2.499 score TVD_IP_HEX 0.173 score TVD_IP_SING_HEX 1.151 score TVD_PH_BODY_META 2.700 score TVD_RCVD_SPACE_BRACKET 1.646 score UNDISC_FREEM 2.999 score UNDISC_MONEY 3.299 score URI_DOTEDU 2.000 score URI_FIREBASEAPP 2.999 score URI_GOOGLE_PROXY 2.799 score URI_GOOG_STO_SPAMMY 2.999 score URI_HEX_IP 1.289 score URI_LONG_REPEAT 2.037 score URI_ONLY_MSGID_MALF 1.399 score URI_PHISH 2.380 score URI_PHP_REDIR 3.499 score URI_TRY_3LD 1.999 score URI_WPADMIN 2.399 score URI_WP_DIRINDEX 3.499 score URI_WP_HACKED 3.499 score URI_WP_HACKED_2 2.499 score VFY_ACCT_NORDNS 2.999 score WANT_TO_ORDER 1.509 score WIKI_IMG 2.224 score WORD_INVIS_MANY 2.999 score XFER_LOTSA_MONEY 0.001 score XM_DIGITS_ONLY 2.688 score XM_RANDOM 2.499 score XM_RECPTID 2.999 score YOUR_DELIVERY_ADDRESS 1.248 score YOU_INHERIT 2.499 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 APP_DEVELOPMENT_FREEM 1.000 score BITCOIN_BOMB 1.000 score BITCOIN_EXTORT_01 1.000 score BITCOIN_EXTORT_02 1.000 score BITCOIN_OBFU_SUBJ 1.000 score BITCOIN_ONAN 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_09 1.000 score BITCOIN_SPAM_11 1.000 score BITCOIN_SPAM_12 1.000 score BITCOIN_SPF_ONLYALL 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 DAY_I_EARNED 1.000 score DKIMWL_BLOCKED 0.001 score DOTGOV_IMAGE 1.000 score DYNAMIC_IMGUR 1.000 score END_FUTURE_EMAILS 1.000 score ENVFROM_GOOG_TRIX 1.000 score FONT_INVIS_DOTGOV 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_ADDR_WS 1.000 score FROM_FMBLA_NDBLOCKED 0.001 score FROM_GOV_REPLYTO_FREEMAIL 1.000 score FROM_NEWDOM_BTC 1.000 score FROM_NTLD_LINKBAIT 1.000 score FROM_NUMBERO_NEWDOMAIN 1.000 score FROM_NUMERIC_TLD 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_DRIVE_REPLY_BAD_NTLD 1.000 score GOOG_MALWARE_DNLD 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 HOSTED_IMG_DQ_UNSUB 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 LIST_PRTL_PUMPDUMP 1.000 score LUCRATIVE 1.000 score MALF_HTML_B64 1.000 score MALWARE_PASSWORD 1.000 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 MSM_PRIO_REPTO 1.000 score NEWEGG_IMG_NOT_RCVD_NEGG 1.000 score OBFU_BITCOIN 1.000 score OFFER_ONLY_AMERICA 1.000 score PDS_HELO_SPF_FAIL 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_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_YJ 1.000 score REPTO_419_FRAUD_YN 1.000 score SENDGRID_REDIR_PHISH 1.000 score SEO_SUSP_NTLD 1.000 score SHORT_IMG_SUSP_NTLD 1.000 score SPOOFED_FREEM_REPTO_CHN 1.000 score SPOOFED_FREEM_REPTO_RUS 1.000 score STOCK_TIP 1.000 score SUSPNTLD_EXPIRATION_EXTORT 1.000 score SYSADMIN 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_ASC 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_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 1.000 score XPRIO_SHORT_SUBJ 1.000