{ "data_id": "45193", "name": "hepar2_7", "exact_name": "hepar2_7", "version": 1, "version_label": null, "description": "**Hepar2 Bayesian Network. Sample 7.**\n\nbnlearn Bayesian Network Repository reference: [URL](https:\/\/www.bnlearn.com\/bnrepository\/discrete-large.html#hepar2)\n\n- Number of nodes: 70\n\n- Number of arcs: 123\n\n- Number of parameters: 1453\n\n- Average Markov blanket size: 4.51\n\n- Average degree: 3.51\n\n- Maximum in-degree: 6\n\n**Authors**: A. Onisko.\n\n**Please cite**: ([URL](https:\/\/sites.pitt.edu\/~druzdzel\/psfiles\/malbork.pdf)): A. Onisko. Probabilistic Causal Models in Medicine: Application to Diagnosis of Liver Disorders. Ph.D. Dissertation, Institute of Biocybernetics and Biomedical Engineering, Polish Academy of Science, Warsaw, March 2003.", "format": "arff", "uploader": "Pablo Torrijos Arenas", "uploader_id": 33148, "visibility": "public", "creator": "\"A. Onisko.\"", "contributor": "\"OpenML\"", "date": "2023-04-26 16:53:46", "update_comment": null, "last_update": "2023-04-26 16:53:46", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22115855\/dataset", "kaggle_url": null, "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "hepar2_7", "bnlearn Bayesian Network Repository reference: [URL](https:\/\/www.bnlearn.com\/bnrepository\/discrete-large.html#hepar2) - Number of nodes: 70 - Number of arcs: 123 - Number of parameters: 1453 - Average Markov blanket size: 4.51 - Average degree: 3.51 - Maximum in-degree: 6 " ], "weight": 5 }, "qualities": { "NumberOfInstances": 5000, "NumberOfFeatures": 70, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 0, "NumberOfSymbolicFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "AutoCorrelation": null, "PercentageOfNumericFeatures": 0, "Dimensionality": 0.014, "PercentageOfSymbolicFeatures": 0, "MajorityClassPercentage": null, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0 }, "tags": [ { "uploader": "38960", "tag": "Biostatistics" }, { "uploader": "33148", "tag": "bnlearn" }, { "uploader": "38960", "tag": "Health" }, { "uploader": "33148", "tag": "hepar2" }, { "uploader": "38960", "tag": "Medicine" }, { "uploader": "33148", "tag": "sample" } ], "features": [ { "name": "anorexia", "index": "0", "type": "string", "distinct": "2", "missing": "0" }, { "name": "triglycerides", "index": "1", "type": "string", "distinct": "3", "missing": "0" }, { "name": "consciousness", "index": "2", "type": "string", "distinct": "2", "missing": "0" }, { "name": "amylase", "index": "3", "type": "string", "distinct": "3", "missing": "0" }, { "name": "hepatotoxic", "index": "4", "type": "string", "distinct": "2", "missing": "0" }, { "name": "inr", "index": "5", "type": "string", "distinct": "3", "missing": "0" }, { "name": "joints", "index": "6", "type": "string", "distinct": "2", "missing": "0" }, { "name": "platelet", "index": "7", "type": "string", "distinct": "4", "missing": "0" }, { "name": "vh_amn", "index": "8", "type": "string", "distinct": "2", "missing": "0" }, { "name": "spiders", "index": "9", "type": "string", "distinct": "2", "missing": "0" }, { "name": "spleen", "index": "10", "type": "string", "distinct": "2", "missing": "0" }, { "name": "age", "index": "11", "type": "string", "distinct": "4", "missing": "0" }, { "name": "jaundice", "index": "12", "type": "string", "distinct": "2", "missing": "0" }, { "name": "hbsag_anti", "index": "13", "type": "string", "distinct": "2", "missing": "0" }, { "name": "ChHepatitis", "index": "14", "type": "string", "distinct": "3", "missing": "0" }, { "name": "itching", "index": "15", "type": "string", "distinct": "2", "missing": "0" }, { "name": "Steatosis", "index": "16", "type": "string", "distinct": "2", "missing": "0" }, { "name": "sex", "index": "17", "type": "string", "distinct": "2", "missing": "0" }, { "name": "injections", "index": "18", "type": "string", "distinct": "2", "missing": "0" }, { "name": "hbsag", "index": "19", "type": "string", "distinct": "2", "missing": "0" }, { "name": "Cirrhosis", "index": "20", "type": "string", "distinct": "3", "missing": "0" }, { "name": "palms", "index": "21", "type": "string", "distinct": "2", "missing": "0" }, { "name": "pain", "index": "22", "type": "string", "distinct": "2", "missing": "0" }, { "name": "hcv_anti", "index": "23", "type": "string", "distinct": "2", "missing": "0" }, { "name": "encephalopathy", "index": "24", "type": "string", "distinct": "2", "missing": "0" }, { "name": "albumin", "index": "25", "type": "string", "distinct": "3", "missing": "0" }, { "name": "nausea", "index": "26", "type": "string", "distinct": "2", "missing": "0" }, { "name": "urea", "index": "27", "type": "string", "distinct": "3", "missing": "0" }, { "name": "phosphatase", "index": "28", "type": "string", "distinct": "3", "missing": "0" }, { "name": "RHepatitis", "index": "29", "type": "string", "distinct": "2", "missing": "0" }, { "name": "gallstones", "index": "30", "type": "string", "distinct": "2", "missing": "0" }, { "name": "ggtp", "index": "31", "type": "string", "distinct": "4", "missing": "0" }, { "name": "PBC", "index": "32", "type": "string", "distinct": "2", "missing": "0" }, { "name": "alt", "index": "33", "type": "string", "distinct": "4", "missing": "0" }, { "name": "bilirubin", "index": "34", "type": "string", "distinct": "4", "missing": "0" }, { "name": "fibrosis", "index": "35", "type": "string", "distinct": "2", "missing": "0" }, { "name": "ast", "index": "36", "type": "string", "distinct": "4", "missing": "0" }, { "name": "hbeag", "index": "37", "type": "string", "distinct": "2", "missing": "0" }, { "name": "skin", "index": "38", "type": "string", "distinct": "2", "missing": "0" }, { "name": "pain_ruq", "index": "39", "type": "string", "distinct": "2", "missing": "0" }, { "name": "cholesterol", "index": "40", "type": "string", "distinct": "3", "missing": "0" }, { "name": "THepatitis", "index": "41", "type": "string", "distinct": "2", "missing": "0" }, { "name": "hbc_anti", "index": "42", "type": "string", "distinct": "2", "missing": "0" }, { "name": "pressure_ruq", "index": "43", "type": "string", "distinct": "2", "missing": "0" }, { "name": "alcohol", "index": "44", "type": "string", "distinct": "2", "missing": "0" }, { "name": "le_cells", "index": "45", "type": "string", "distinct": "2", "missing": "0" }, { "name": "ama", "index": "46", "type": "string", "distinct": "2", "missing": "0" }, { "name": "ESR", "index": "47", "type": "string", "distinct": "3", "missing": "0" }, { "name": "hepatomegaly", "index": "48", "type": "string", "distinct": "2", "missing": "0" }, { "name": "proteins", "index": "49", "type": "string", "distinct": "2", "missing": "0" }, { "name": "hepatalgia", "index": "50", "type": "string", "distinct": "2", "missing": "0" }, { "name": "irregular_liver", "index": "51", "type": "string", "distinct": "2", "missing": "0" }, { "name": "ascites", "index": "52", "type": "string", "distinct": "2", "missing": "0" }, { "name": "hospital", "index": "53", "type": "string", "distinct": "2", "missing": "0" }, { "name": "obesity", "index": "54", "type": "string", "distinct": "2", "missing": "0" }, { "name": "diabetes", "index": "55", "type": "string", "distinct": "2", "missing": "0" }, { "name": "choledocholithotomy", "index": "56", "type": "string", "distinct": "2", "missing": "0" }, { "name": "density", "index": "57", "type": "string", "distinct": "2", "missing": "0" }, { "name": "transfusion", "index": "58", "type": "string", "distinct": "2", "missing": "0" }, { "name": "fatigue", "index": "59", "type": "string", "distinct": "2", "missing": "0" }, { "name": "flatulence", "index": "60", "type": "string", "distinct": "2", "missing": "0" }, { "name": "bleeding", "index": "61", "type": "string", "distinct": "2", "missing": "0" }, { "name": "upper_pain", "index": "62", "type": "string", "distinct": "2", "missing": "0" }, { "name": "Hyperbilirubinemia", "index": "63", "type": "string", "distinct": "2", "missing": "0" }, { "name": "carcinoma", "index": "64", "type": "string", "distinct": "2", "missing": "0" }, { "name": "edge", "index": "65", "type": "string", "distinct": "2", "missing": "0" }, { "name": "edema", "index": "66", "type": "string", "distinct": "2", "missing": "0" }, { "name": "fat", "index": "67", "type": "string", "distinct": "2", "missing": "0" }, { "name": "alcoholism", "index": "68", "type": "string", "distinct": "2", "missing": "0" }, { "name": "surgery", "index": "69", "type": "string", "distinct": "2", "missing": "0" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }