DEVELOPMENT... { "data_id": "43686", "name": "chronic-kidney-disease", "exact_name": "chronic-kidney-disease", "version": 2, "version_label": "v1.0", "description": "Context\nThis dataset is originally from UCI Machine Learning Repository. The objective of the dataset is to diagnostically predict whether a patient is having chronic kidney disease or not, based on certain diagnostic measurements included in the dataset.\nContent\nThe datasets consists of several medical predictor variables and one target variable, Class. Predictor variables includes Blood Pressure(Bp), Albumin(Al), etc.\nInspiration\nCan you build a machine learning model to accurately predict whether or not the patients in the dataset have chronic kidney disease or not?", "format": "arff", "uploader": " Stewart", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 07:12:34", "update_comment": null, "last_update": "2022-03-24 07:12:34", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102511\/dataset", "default_target_attribute": "Class", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "chronic-kidney-disease", "Context This dataset is originally from UCI Machine Learning Repository. The objective of the dataset is to diagnostically predict whether a patient is having chronic kidney disease or not, based on certain diagnostic measurements included in the dataset. Content The datasets consists of several medical predictor variables and one target variable, Class. Predictor variables includes Blood Pressure(Bp), Albumin(Al), etc. Inspiration Can you build a machine learning model to accurately predict whe " ], "weight": 5 }, "qualities": { "NumberOfInstances": 400, "NumberOfFeatures": 14, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 14, "NumberOfSymbolicFeatures": 0, "PercentageOfSymbolicFeatures": 0, "AutoCorrelation": 0.9974937343358395, "PercentageOfNumericFeatures": 100, "PercentageOfMissingValues": 0, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfBinaryFeatures": 0, "NumberOfBinaryFeatures": 0, "MinorityClassSize": null, "MinorityClassPercentage": null, "MajorityClassSize": null, "MajorityClassPercentage": null, "Dimensionality": 0.035 }, "tags": [], "features": [ { "name": "Class", "index": "13", "type": "numeric", "distinct": "2", "missing": "0", "target": "1", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "Bp", "index": "0", "type": "numeric", "distinct": "11", "missing": "0", "min": "50", "max": "180", "mean": "76", "stdev": "13" }, { "name": "Sg", "index": "1", "type": "numeric", "distinct": "5", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "Al", "index": "2", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "5", "mean": "1", "stdev": "1" }, { "name": "Su", "index": "3", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "5", "mean": "0", "stdev": "1" }, { "name": "Rbc", "index": "4", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "Bu", "index": "5", "type": "numeric", "distinct": "118", "missing": "0", "min": "2", "max": "391", "mean": "57", "stdev": "49" }, { "name": "Sc", "index": "6", "type": "numeric", "distinct": "85", "missing": "0", "min": "0", "max": "76", "mean": "3", "stdev": "6" }, { "name": "Sod", "index": "7", "type": "numeric", "distinct": "35", "missing": "0", "min": "5", "max": "163", "mean": "138", "stdev": "9" }, { "name": "Pot", "index": "8", "type": "numeric", "distinct": "41", "missing": "0", "min": "3", "max": "47", "mean": "5", "stdev": "3" }, { "name": "Hemo", "index": "9", "type": "numeric", "distinct": "116", "missing": "0", "min": "3", "max": "18", "mean": "13", "stdev": "3" }, { "name": "Wbcc", "index": "10", "type": "numeric", "distinct": "90", "missing": "0", "min": "2200", "max": "26400", "mean": "8406", "stdev": "2523" }, { "name": "Rbcc", "index": "11", "type": "numeric", "distinct": "46", "missing": "0", "min": "2", "max": "8", "mean": "5", "stdev": "1" }, { "name": "Htn", "index": "12", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "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 }