DEVELOPMENT...      {
    "data_id": "943",
    "name": "fri_c0_500_10",
    "exact_name": "fri_c0_500_10",
    "version": 2,
    "version_label": null,
    "description": "**Author**:   \n**Source**: Unknown - Date unknown  \n**Please cite**:   \n\nBinarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a lower target value as positive ('P') and all others as negative ('N').",
    "format": "ARFF",
    "uploader": "Felicia West",
    "uploader_id": 2,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2014-10-04 14:37:46",
    "update_comment": null,
    "last_update": "2014-10-04 14:37:46",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/53477\/fri_c0_500_10.arff",
    "default_target_attribute": "binaryClass",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 814,
    "suggest": {
        "input": [
            "fri_c0_500_10",
            "Binarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a lower target value as positive ('P') and all others as negative ('N'). "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 500,
        "NumberOfFeatures": 11,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 10,
        "NumberOfSymbolicFeatures": 1,
        "AutoCorrelation": 0.5070140280561122,
        "CfsSubsetEval_DecisionStumpAUC": 0.8481231676252423,
        "CfsSubsetEval_DecisionStumpErrRate": 0.182,
        "CfsSubsetEval_DecisionStumpKappa": 0.6330408413446027,
        "CfsSubsetEval_NaiveBayesAUC": 0.8481231676252423,
        "CfsSubsetEval_NaiveBayesErrRate": 0.182,
        "CfsSubsetEval_NaiveBayesKappa": 0.6330408413446027,
        "CfsSubsetEval_kNN1NAUC": 0.8481231676252423,
        "CfsSubsetEval_kNN1NErrRate": 0.182,
        "CfsSubsetEval_kNN1NKappa": 0.6330408413446027,
        "ClassEntropy": 0.9990649315776107,
        "DecisionStumpAUC": 0.702750764991429,
        "DecisionStumpErrRate": 0.326,
        "DecisionStumpKappa": 0.34987236758136575,
        "Dimensionality": 0.022,
        "EquivalentNumberOfAtts": null,
        "J48.00001.AUC": 0.8067495474134478,
        "J48.00001.ErrRate": 0.218,
        "J48.00001.Kappa": 0.5629931361857721,
        "J48.0001.AUC": 0.8067495474134478,
        "J48.0001.ErrRate": 0.218,
        "J48.0001.Kappa": 0.5629931361857721,
        "J48.001.AUC": 0.8067495474134478,
        "J48.001.ErrRate": 0.218,
        "J48.001.Kappa": 0.5629931361857721,
        "MajorityClassPercentage": 51.800000000000004,
        "MajorityClassSize": 259,
        "MaxAttributeEntropy": null,
        "MaxKurtosisOfNumericAtts": -1.0860752733939856,
        "MaxMeansOfNumericAtts": 1.8000000019391392e-8,
        "MaxMutualInformation": null,
        "MaxNominalAttDistinctValues": 2,
        "MaxSkewnessOfNumericAtts": 0.055102990743927556,
        "MaxStdDevOfNumericAtts": 1.0000000554924162,
        "MeanAttributeEntropy": null,
        "MeanKurtosisOfNumericAtts": -1.1805504366437123,
        "MeanMeansOfNumericAtts": -2.3999999912455158e-9,
        "MeanMutualInformation": null,
        "MeanNoiseToSignalRatio": null,
        "MeanNominalAttDistinctValues": 2,
        "MeanSkewnessOfNumericAtts": -0.031020455911016202,
        "MeanStdDevOfNumericAtts": 1.0000000295201934,
        "MinAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -1.2754259092232612,
        "MinMeansOfNumericAtts": -1.9999999958164593e-8,
        "MinMutualInformation": null,
        "MinNominalAttDistinctValues": 2,
        "MinSkewnessOfNumericAtts": -0.09782787598055995,
        "MinStdDevOfNumericAtts": 1.00000001493252,
        "MinorityClassPercentage": 48.199999999999996,
        "MinorityClassSize": 241,
        "NaiveBayesAUC": 0.8946795046380108,
        "NaiveBayesErrRate": 0.198,
        "NaiveBayesKappa": 0.6034289376702452,
        "NumberOfBinaryFeatures": 1,
        "PercentageOfBinaryFeatures": 9.090909090909092,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "PercentageOfNumericFeatures": 90.9090909090909,
        "PercentageOfSymbolicFeatures": 9.090909090909092,
        "Quartile1AttributeEntropy": null,
        "Quartile1KurtosisOfNumericAtts": -1.2072067649601719,
        "Quartile1MeansOfNumericAtts": -1.3999999962543974e-8,
        "Quartile1MutualInformation": null,
        "Quartile1SkewnessOfNumericAtts": -0.07426282945799373,
        "Quartile1StdDevOfNumericAtts": 1.000000017950335,
        "Quartile2AttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": -1.1804940817140808,
        "Quartile2MeansOfNumericAtts": -5.000000013535843e-9,
        "Quartile2MutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": -0.03700745223526898,
        "Quartile2StdDevOfNumericAtts": 1.0000000266549784,
        "Quartile3AttributeEntropy": null,
        "Quartile3KurtosisOfNumericAtts": -1.1455993174243713,
        "Quartile3MeansOfNumericAtts": 8.500000010569497e-9,
        "Quartile3MutualInformation": null,
        "Quartile3SkewnessOfNumericAtts": 0.025844011026281043,
        "Quartile3StdDevOfNumericAtts": 1.0000000414498085,
        "REPTreeDepth1AUC": 0.850245918710649,
        "REPTreeDepth1ErrRate": 0.206,
        "REPTreeDepth1Kappa": 0.5852527139773863,
        "REPTreeDepth2AUC": 0.850245918710649,
        "REPTreeDepth2ErrRate": 0.206,
        "REPTreeDepth2Kappa": 0.5852527139773863,
        "REPTreeDepth3AUC": 0.850245918710649,
        "REPTreeDepth3ErrRate": 0.206,
        "REPTreeDepth3Kappa": 0.5852527139773863,
        "RandomTreeDepth1AUC": 0.789078645925119,
        "RandomTreeDepth1ErrRate": 0.21,
        "RandomTreeDepth1Kappa": 0.5789085309121244,
        "RandomTreeDepth2AUC": 0.789078645925119,
        "RandomTreeDepth2ErrRate": 0.21,
        "RandomTreeDepth2Kappa": 0.5789085309121244,
        "RandomTreeDepth3AUC": 0.789078645925119,
        "RandomTreeDepth3ErrRate": 0.21,
        "RandomTreeDepth3Kappa": 0.5789085309121244,
        "StdvNominalAttDistinctValues": 0,
        "kNN1NAUC": 0.726926096220702,
        "kNN1NErrRate": 0.272,
        "kNN1NKappa": 0.4545075326092187
    },
    "tags": [
        {
            "tag": "binarized_regression_problem",
            "uploader": "2"
        },
        {
            "tag": "mythbusting_1",
            "uploader": "1"
        },
        {
            "tag": "study_1",
            "uploader": "2"
        },
        {
            "tag": "study_127",
            "uploader": "4209"
        },
        {
            "tag": "study_15",
            "uploader": "939"
        },
        {
            "tag": "study_20",
            "uploader": "939"
        },
        {
            "tag": "study_41",
            "uploader": "1"
        },
        {
            "tag": "study_7",
            "uploader": "64"
        },
        {
            "tag": "study_88",
            "uploader": "4209"
        },
        {
            "tag": "study_236",
            "uploader": "0"
        }
    ],
    "features": [
        {
            "name": "binaryClass",
            "index": "10",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "P",
                    "N"
                ],
                [
                    [
                        "241",
                        "0"
                    ],
                    [
                        "0",
                        "259"
                    ]
                ]
            ]
        },
        {
            "name": "oz1",
            "index": "0",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz2",
            "index": "1",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz3",
            "index": "2",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz4",
            "index": "3",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz5",
            "index": "4",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz6",
            "index": "5",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz7",
            "index": "6",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz8",
            "index": "7",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz9",
            "index": "8",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz10",
            "index": "9",
            "type": "numeric",
            "distinct": "500",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        }
    ],
    "nr_of_issues": 0,
    "nr_of_downvotes": 0,
    "nr_of_likes": 0,
    "nr_of_downloads": 8,
    "total_downloads": 8,
    "reach": 8,
    "reuse": 15,
    "impact_of_reuse": 0,
    "reach_of_reuse": 0,
    "impact": 15
}