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    "description": "**Dataset information:**\r\n\r\nThe dataset is about bankruptcy prediction of Polish companies. The data was collected from Emerging Markets Information Service (EMIS, [Web Link]), which is a database containing information on emerging markets around the world. The bankrupt companies were analyzed in the period 2000-2012, while the still operating companies were evaluated from 2007 to 2013. \r\nBasing on the collected data five classification cases were distinguished, that depends on the forecasting period: \r\n- 1stYear – the data contains financial rates from 1st year of the forecasting period and corresponding class label that indicates bankruptcy status after 5 years. The data contains 7027 instances (financial statements), 271 represents bankrupted companies, 6756 firms that did not bankrupt in the forecasting period. \r\n\r\n**Attribute information:**\r\nX1 net profit \/ total assets \r\nX2 total liabilities \/ total assets \r\nX3 working capital \/ total assets \r\nX4 current assets \/ short-term liabilities \r\nX5 [(cash + short-term securities + receivables - short-term liabilities) \/ (operating expenses - depreciation)] * 365 \r\nX6 retained earnings \/ total assets \r\nX7 EBIT \/ total assets \r\nX8 book value of equity \/ total liabilities \r\nX9 sales \/ total assets \r\nX10 equity \/ total assets \r\nX11 (gross profit + extraordinary items + financial expenses) \/ total assets \r\nX12 gross profit \/ short-term liabilities \r\nX13 (gross profit + depreciation) \/ sales \r\nX14 (gross profit + interest) \/ total assets \r\nX15 (total liabilities * 365) \/ (gross profit + depreciation) \r\nX16 (gross profit + depreciation) \/ total liabilities \r\nX17 total assets \/ total liabilities \r\nX18 gross profit \/ total assets \r\nX19 gross profit \/ sales \r\nX20 (inventory * 365) \/ sales \r\nX21 sales (n) \/ sales (n-1) \r\nX22 profit on operating activities \/ total assets \r\nX23 net profit \/ sales \r\nX24 gross profit (in 3 years) \/ total assets \r\nX25 (equity - share capital) \/ total assets \r\nX26 (net profit + depreciation) \/ total liabilities \r\nX27 profit on operating activities \/ financial expenses \r\nX28 working capital \/ fixed assets \r\nX29 logarithm of total assets \r\nX30 (total liabilities - cash) \/ sales \r\nX31 (gross profit + interest) \/ sales \r\nX32 (current liabilities * 365) \/ cost of products sold \r\nX33 operating expenses \/ short-term liabilities \r\nX34 operating expenses \/ total liabilities \r\nX35 profit on sales \/ total assets \r\nX36 total sales \/ total assets \r\nX37 (current assets - inventories) \/ long-term liabilities \r\nX38 constant capital \/ total assets \r\nX39 profit on sales \/ sales \r\nX40 (current assets - inventory - receivables) \/ short-term liabilities \r\nX41 total liabilities \/ ((profit on operating activities + depreciation) * (12\/365)) \r\nX42 profit on operating activities \/ sales \r\nX43 rotation receivables + inventory turnover in days \r\nX44 (receivables * 365) \/ sales \r\nX45 net profit \/ inventory \r\nX46 (current assets - inventory) \/ short-term liabilities \r\nX47 (inventory * 365) \/ cost of products sold \r\nX48 EBITDA (profit on operating activities - depreciation) \/ total assets \r\nX49 EBITDA (profit on operating activities - depreciation) \/ sales \r\nX50 current assets \/ total liabilities \r\nX51 short-term liabilities \/ total assets \r\nX52 (short-term liabilities * 365) \/ cost of products sold) \r\nX53 equity \/ fixed assets \r\nX54 constant capital \/ fixed assets \r\nX55 working capital \r\nX56 (sales - cost of products sold) \/ sales \r\nX57 (current assets - inventory - short-term liabilities) \/ (sales - gross profit - depreciation) \r\nX58 total costs \/total sales \r\nX59 long-term liabilities \/ equity \r\nX60 sales \/ inventory \r\nX61 sales \/ receivables \r\nX62 (short-term liabilities *365) \/ sales \r\nX63 sales \/ short-term liabilities \r\nX64 sales \/ fixed assets",
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    "uploader": "Meilina Reksoprodjo",
    "uploader_id": 24140,
    "visibility": "public",
    "creator": "\"Sebastian Tomczak\"",
    "contributor": null,
    "date": "2021-05-12 15:12:41",
    "update_comment": null,
    "last_update": "2021-05-12 15:12:41",
    "licence": "CC0",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/22045498\/1year.arff",
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    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
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