| # Using score set 0 logs for revision 1903234 from: |
| # ham-ena-week0.r1903234.log ham-ena-week1.r1903234.log ham-ena-week2.r1903234.log ham-ena-week3.r1903234.log ham-ena-week4.r1903234.log ham-giovanni-ham.r1903234.log ham-giovanni-spammy.r1903234.log ham-giovanni-spam.r1903234.log ham-grenier.r1903234.log ham-hege.r1903234.log ham-jhardin.r1903234.log ham-llanga.r1903234.log ham-mmiroslaw-mails-ham.r1903234.log ham-mmiroslaw-mails-spam.r1903234.log ham-spamsponge.r1903234.log ham-thendrikx.r1903234.log ham-tsz-spam-corpus.r1903234.log spam-ena-week0.r1903234.log spam-ena-week1.r1903234.log spam-ena-week2.r1903234.log spam-ena-week3.r1903234.log spam-ena-week4.r1903234.log spam-giovanni-ham.r1903234.log spam-giovanni-spammy.r1903234.log spam-giovanni-spam.r1903234.log spam-grenier.r1903234.log spam-hege.r1903234.log spam-jhardin.r1903234.log spam-llanga.r1903234.log spam-mmiroslaw-mails-ham.r1903234.log spam-mmiroslaw-mails-spam.r1903234.log spam-spamsponge.r1903234.log spam-thendrikx.r1903234.log spam-tsz-spam-corpus.r1903234.log |
| |
| 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 3.099 |
| score ADVANCE_FEE_2_NEW_FRM_MNY 1.860 |
| score ADVANCE_FEE_2_NEW_MONEY 0.878 |
| score ADVANCE_FEE_3_NEW 3.499 |
| score ADVANCE_FEE_3_NEW_FRM_MNY 2.299 |
| score ADVANCE_FEE_3_NEW_MONEY 2.799 |
| score ADVANCE_FEE_4_NEW 2.199 |
| score ADVANCE_FEE_4_NEW_FRM_MNY 2.500 |
| score ADVANCE_FEE_4_NEW_MONEY 0.990 |
| score ADVANCE_FEE_5_NEW 2.400 |
| score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 |
| score ADVANCE_FEE_5_NEW_MONEY 0.001 |
| score AD_PREFS 0.001 |
| score ALIBABA_IMG_NOT_RCVD_ALI 2.499 |
| score AMAZON_IMG_NOT_RCVD_AMZN 2.499 |
| score APOSTROPHE_TOCC 0.999 |
| score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 |
| score BIGNUM_EMAILS_FREEM 2.999 |
| score BIGNUM_EMAILS_MANY 3.000 |
| score BITCOIN_EXTORT_01 4.250 |
| score BITCOIN_MALF_HTML 3.499 |
| score BITCOIN_ONAN 2.999 |
| score BITCOIN_SPAM_02 2.499 |
| score BITCOIN_SPAM_03 2.499 |
| score BITCOIN_XPRIO 2.499 |
| score BODY_EMAIL_419_FRAUD_GM 2.500 |
| score BODY_SINGLE_URI 0.001 |
| score BODY_SINGLE_WORD 0.001 |
| score BOGUS_MIME_VERSION 3.499 |
| score BOGUS_MSM_HDRS 0.682 |
| score CK_HELO_GENERIC 0.250 |
| score CONTENT_AFTER_HTML 2.499 |
| score CONTENT_AFTER_HTML_WEAK 1.499 |
| score CTE_8BIT_MISMATCH 1.000 |
| score DEAR_BENEFICIARY 3.054 |
| score DX_TEXT_03 1.199 |
| score ENCRYPTED_MESSAGE -0.999 |
| score FILL_THIS_FORM 1.699 |
| score FONT_INVIS_DIRECT 1.607 |
| score FONT_INVIS_HTML_NOHTML 2.999 |
| score FONT_INVIS_LONG_LINE 2.999 |
| score FONT_INVIS_MSGID 1.236 |
| score FONT_INVIS_POSTEXTRAS 1.602 |
| score FORM_FRAUD_5 0.001 |
| score FOUND_YOU 2.067 |
| score FREEMAIL_FORGED_FROMDOMAIN 0.249 |
| score FROM_2_EMAILS_SHORT 2.052 |
| score FROM_ADDR_WS 2.999 |
| score FROM_MISSPACED 1.999 |
| score FROM_MISSP_DYNIP 1.802 |
| score FROM_MISSP_EH_MATCH 1.999 |
| score FROM_MISSP_FREEMAIL 3.199 |
| score FROM_MISSP_MSFT 0.001 |
| score FROM_MISSP_USER 0.001 |
| score FROM_MULTI_NORDNS 2.425 |
| score FROM_NTLD_LINKBAIT 0.497 |
| score FROM_NTLD_REPLY_FREEMAIL 1.364 |
| score FROM_SUSPICIOUS_NTLD 0.500 |
| score FROM_SUSPICIOUS_NTLD_FP 2.000 |
| score FSL_CTYPE_WIN1251 0.001 # force non-zero |
| score FSL_HELO_FAKE 3.099 |
| score FSL_NEW_HELO_USER 0.501 |
| score FUZZY_AMAZON 2.400 |
| score GB_FAKE_RF_SHORT 1.999 |
| score GB_FREEMAIL_DISPTO 0.499 |
| score GB_URI_FLEEK_STO_HTM 0.999 |
| score GB_WEBFORM 1.499 |
| score GOOG_REDIR_HTML_ONLY 1.999 |
| score GOOG_REDIR_NORDNS 2.500 |
| score GOOG_STO_EMAIL_PHISH 2.999 |
| score GOOG_STO_NOIMG_HTML 2.999 |
| score HAS_X_OUTGOING_SPAM_STAT 1.999 |
| score HDRS_MISSP 2.499 |
| score HDR_ORDER_FTSDMCXX_DIRECT 1.999 |
| score HDR_ORDER_FTSDMCXX_NORDNS 0.499 |
| score HEADER_FROM_DIFFERENT_DOMAINS 0.250 |
| score HELO_NO_DOMAIN 0.001 |
| 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 0.798 |
| score HK_WIN 0.939 |
| score HOSTED_IMG_DIRECT_MX 3.499 |
| score HOSTED_IMG_FREEM 3.499 |
| score HOSTED_IMG_MULTI_PUB_01 2.999 |
| score HTML_ENTITY_ASCII 2.999 |
| score HTML_OFF_PAGE 2.999 |
| score HTML_TEXT_INVISIBLE_STYLE 1.930 |
| score IMG_ONLY_FM_DOM_INFO 2.188 |
| score JH_SPAMMY_HEADERS 3.499 |
| score LIST_PARTIAL_SHORT_MSG 2.499 |
| score LONG_HEX_URI 2.999 |
| score LONG_IMG_URI 1.888 |
| score LONG_INVISIBLE_TEXT 2.292 |
| score LOTS_OF_MONEY 0.010 |
| score LOTTO_AGENT 1.499 |
| score LOTTO_DEPT 0.001 |
| score MILLION_HUNDRED 0.001 |
| score MILLION_USD 1.434 |
| score MIMEOLE_DIRECT_TO_MX 1.628 |
| score MIXED_ES 2.699 |
| score MONEY_ATM_CARD 0.001 # force non-zero |
| score MONEY_FORM 0.086 |
| score MONEY_FORM_SHORT 1.642 |
| score MONEY_FRAUD_3 2.899 |
| score MONEY_FRAUD_5 0.001 |
| score MONEY_FRAUD_8 2.268 |
| score MONEY_FREEMAIL_REPTO 3.000 |
| score MONEY_FROM_41 1.999 |
| score MONEY_FROM_MISSP 2.000 |
| score MSGID_NOFQDN1 1.150 |
| score MSMAIL_PRI_ABNORMAL 0.001 |
| score MSM_PRIO_REPTO 2.499 |
| score NA_DOLLARS 1.499 |
| score NEW_PRODUCTS 0.800 |
| score NICE_REPLY_A -0.001 |
| score NO_FM_NAME_IP_HOSTN 0.001 |
| score NSL_RCVD_FROM_USER 0.001 |
| score NSL_RCVD_HELO_USER 1.115 |
| score OBFU_TEXT_ATTACH 0.300 |
| score ODD_FREEM_REPTO 2.999 |
| score PDS_BTC_ID 0.499 |
| score PDS_BTC_MSGID 0.001 |
| score PDS_DBL_URL_TNB_RUNON 1.999 |
| score PDS_NO_FULL_NAME_SPOOFED_URL 0.749 |
| score PDS_OTHER_BAD_TLD 1.999 |
| score PDS_SHORT_SPOOFED_URL 1.999 |
| score PDS_TINYSUBJ_URISHRT 0.200 |
| score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999 |
| score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999 |
| score PHP_ORIG_SCRIPT 2.499 |
| score PHP_SCRIPT 2.499 |
| score PP_MIME_FAKE_ASCII_TEXT 0.999 |
| score RAND_HEADER_MANY 2.999 |
| score RAND_MKTG_HEADER 1.999 |
| score RATWARE_NO_RDNS 1.621 |
| score RDNS_NUM_TLD_XM 1.468 |
| score REPTO_419_FRAUD_GM 2.999 |
| score REPTO_419_FRAUD_GM_LOOSE 0.999 |
| score RISK_FREE 0.760 |
| score SCC_BODY_SINGLE_WORD 0.001 |
| score SCC_BODY_URI_ONLY 2.699 |
| score SCC_CANSPAM_2 3.000 |
| score SCC_ISEMM_LID_1 3.040 |
| score SCC_SPAMMER_ADDR_2 2.399 |
| score SCC_THREE_WORD_MONTY 3.000 |
| score SENDGRID_REDIR 1.499 |
| score SERGIO_SUBJECT_VIAGRA01 4.166 |
| score SHOPIFY_IMG_NOT_RCVD_SFY 0.750 |
| score SHORTENED_URL_SRC 2.299 |
| score SHORT_SHORTNER 1.999 |
| score STATIC_XPRIO_OLE 0.001 |
| score THIS_AD 1.099 |
| score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001 # force non-zero |
| 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_NORDNS_HTML 1.999 |
| score TO_NO_BRKTS_PCNT 2.499 |
| score TVD_RCVD_SPACE_BRACKET 1.617 |
| score UNDISC_FREEM 3.299 |
| score UNDISC_MONEY 3.199 |
| score UNICODE_OBFU_ASC 2.499 |
| score URI_DOTEDU 1.999 |
| score URI_FIREBASEAPP 2.999 |
| score URI_GOOGLE_PROXY 2.499 |
| score URI_IN_URI_10 2.699 |
| score URI_PHISH 3.999 |
| score URI_PHP_REDIR 3.499 |
| score URI_TRY_3LD 1.949 |
| score URI_WPADMIN 2.400 |
| score URI_WP_DIRINDEX 3.499 |
| score URI_WP_HACKED_2 2.499 |
| score WORD_INVIS 0.001 |
| score WORD_INVIS_MANY 2.999 |
| score XM_RANDOM 2.499 |
| score XM_RECPTID 2.999 |
| score XPRIO_SHORT_SUBJ 2.500 |
| score YOUR_DELIVERY_ADDRESS 1.250 |
| score YOU_INHERIT 2.553 |
| 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 10.000 |
| score ADVANCE_FEE_2_NEW_FORM 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_MALWARE 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 BITCOIN_YOUR_INFO 1.000 |
| score BODY_URI_ONLY 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 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 FACEBOOK_IMG_NOT_RCVD_FB 1.000 |
| score FBI_MONEY 1.000 |
| score FBI_SPOOF 1.000 |
| score FONT_INVIS_DOTGOV 1.000 |
| score FONT_INVIS_NORDNS 1.000 |
| score FORM_FRAUD 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_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_DOC_SUSP 1.000 |
| score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000 |
| score GOOG_MALWARE_DNLD 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 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 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 LINKEDIN_IMG_NOT_RCVD_LNKN 1.000 |
| 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_NORDNS 1.000 |
| score MALWARE_PASSWORD 1.000 |
| score MIME_NO_TEXT 1.000 |
| score MIXED_AREA_CASE 1.000 |
| score MIXED_CENTER_CASE 1.000 |
| score MIXED_FONT_CASE 1.000 |
| score MIXED_HREF_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 OBFU_BITCOIN 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 RCVD_DOTEDU_SHORT 1.000 |
| score RCVD_DOTEDU_SUSP_URI 1.000 |
| score RDNS_NUM_TLD_ATCHNX 1.000 |
| score REPTO_419_FRAUD 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 SENDGRID_REDIR_PHISH 1.000 |
| score SEO_SUSP_NTLD 1.000 |
| score SHORTENER_SHORT_IMG 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 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 TO_EQ_FM_DIRECT_MX 1.000 |
| score TO_IN_SUBJ 0.100 |
| score TO_NAME_SUBJ_NO_RDNS 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_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_TRY_USME 1.000 |
| score URI_WP_HACKED 1.000 |
| score USB_DRIVES 1.000 |
| score VFY_ACCT_NORDNS 1.000 |
| score VPS_NO_NTLD 1.000 |
| score WALMART_IMG_NOT_RCVD_WAL 1.000 |
| score WANT_TO_ORDER 1.000 |
| score XM_DIGITS_ONLY 1.000 |
| score XPRIO 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_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 |
