{
    "data_id": "726",
    "name": "fri_c2_100_5",
    "exact_name": "fri_c2_100_5",
    "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": "Joaquin Vanschoren",
    "uploader_id": 2,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2014-10-04 14:31:44",
    "update_comment": null,
    "last_update": "2014-10-04 14:31:44",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/53260\/fri_c2_100_5.arff",
    "default_target_attribute": "binaryClass",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 1111,
    "suggest": {
        "input": [
            "fri_c2_100_5",
            "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": 100,
        "NumberOfFeatures": 6,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 5,
        "NumberOfSymbolicFeatures": 1,
        "REPTreeDepth3Kappa": 0.576271186440678,
        "DecisionStumpKappa": 0.5569620253164558,
        "MaxMeansOfNumericAtts": 4.0000000011142236e-8,
        "MinMutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": 0.04957074910324455,
        "RandomTreeDepth1AUC": 0.8,
        "Dimensionality": 0.06,
        "MaxMutualInformation": null,
        "MinNominalAttDistinctValues": 2,
        "PercentageOfBinaryFeatures": 16.666666666666664,
        "Quartile2StdDevOfNumericAtts": 1.0000000099641715,
        "RandomTreeDepth1ErrRate": 0.21,
        "EquivalentNumberOfAtts": null,
        "MaxNominalAttDistinctValues": 2,
        "MinSkewnessOfNumericAtts": 0.03941032044509652,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3AttributeEntropy": null,
        "RandomTreeDepth1Kappa": 0.5783132530120483,
        "J48.00001.AUC": 0.7945833333333333,
        "MaxSkewnessOfNumericAtts": 1.020333101521883,
        "MinStdDevOfNumericAtts": 1.0000000060053122,
        "PercentageOfMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": 0.03180369722752596,
        "AutoCorrelation": 0.5656565656565656,
        "RandomTreeDepth2AUC": 0.8,
        "J48.00001.ErrRate": 0.18,
        "MaxStdDevOfNumericAtts": 1.0000000606612405,
        "MinorityClassPercentage": 40,
        "PercentageOfNumericFeatures": 83.33333333333334,
        "Quartile3MeansOfNumericAtts": 1.9999999990027994e-8,
        "CfsSubsetEval_DecisionStumpAUC": 0.7891666666666667,
        "RandomTreeDepth2ErrRate": 0.21,
        "J48.00001.Kappa": 0.6052631578947367,
        "MeanAttributeEntropy": null,
        "MinorityClassSize": 40,
        "PercentageOfSymbolicFeatures": 16.666666666666664,
        "Quartile3MutualInformation": null,
        "CfsSubsetEval_DecisionStumpErrRate": 0.19,
        "RandomTreeDepth2Kappa": 0.5783132530120483,
        "J48.0001.AUC": 0.7945833333333333,
        "MeanKurtosisOfNumericAtts": -0.6169889866416591,
        "NaiveBayesAUC": 0.7675,
        "Quartile1AttributeEntropy": null,
        "Quartile3SkewnessOfNumericAtts": 0.5578463622740668,
        "CfsSubsetEval_DecisionStumpKappa": 0.5851528384279476,
        "RandomTreeDepth3AUC": 0.8,
        "J48.0001.ErrRate": 0.18,
        "MeanMeansOfNumericAtts": -1.0000000009946496e-8,
        "NaiveBayesErrRate": 0.2,
        "Quartile1KurtosisOfNumericAtts": -1.0676393452269144,
        "Quartile3StdDevOfNumericAtts": 1.0000000540823293,
        "CfsSubsetEval_NaiveBayesAUC": 0.7891666666666667,
        "RandomTreeDepth3ErrRate": 0.21,
        "J48.0001.Kappa": 0.6052631578947367,
        "MeanMutualInformation": null,
        "NaiveBayesKappa": 0.576271186440678,
        "Quartile1MeansOfNumericAtts": -4.000000000115023e-8,
        "REPTreeDepth1AUC": 0.79125,
        "CfsSubsetEval_NaiveBayesErrRate": 0.19,
        "RandomTreeDepth3Kappa": 0.5783132530120483,
        "J48.001.AUC": 0.7945833333333333,
        "MeanNoiseToSignalRatio": null,
        "NumberOfBinaryFeatures": 1,
        "Quartile1MutualInformation": null,
        "REPTreeDepth1ErrRate": 0.2,
        "CfsSubsetEval_NaiveBayesKappa": 0.5851528384279476,
        "CfsSubsetEval_kNN1NAUC": 0.7891666666666667,
        "StdvNominalAttDistinctValues": 0,
        "J48.001.ErrRate": 0.18,
        "MeanNominalAttDistinctValues": 2,
        "Quartile1SkewnessOfNumericAtts": 0.04053769244371851,
        "REPTreeDepth1Kappa": 0.576271186440678,
        "CfsSubsetEval_kNN1NErrRate": 0.19,
        "kNN1NAUC": 0.7083333333333335,
        "J48.001.Kappa": 0.6052631578947367,
        "MeanSkewnessOfNumericAtts": 0.24926777170776304,
        "Quartile1StdDevOfNumericAtts": 1.000000007818418,
        "REPTreeDepth2AUC": 0.79125,
        "CfsSubsetEval_kNN1NKappa": 0.5851528384279476,
        "kNN1NErrRate": 0.27,
        "MajorityClassPercentage": 60,
        "MeanStdDevOfNumericAtts": 1.0000000267531333,
        "Quartile2AttributeEntropy": null,
        "REPTreeDepth2ErrRate": 0.2,
        "ClassEntropy": 0.9709505944546686,
        "kNN1NKappa": 0.42553191489361697,
        "MajorityClassSize": 60,
        "MinAttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": -1.0132736372095188,
        "REPTreeDepth2Kappa": 0.576271186440678,
        "REPTreeDepth3AUC": 0.79125,
        "DecisionStumpAUC": 0.7625,
        "MaxAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -1.0816601411925961,
        "Quartile2MeansOfNumericAtts": -1.0000000027488021e-8,
        "REPTreeDepth3ErrRate": 0.2,
        "DecisionStumpErrRate": 0.21,
        "MaxKurtosisOfNumericAtts": 0.9483298272296454,
        "MinMeansOfNumericAtts": -5.999999997730044e-8,
        "Quartile2MutualInformation": null
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Chemistry"
        },
        {
            "uploader": "38960",
            "tag": "Life Science"
        },
        {
            "uploader": "1",
            "tag": "mythbusting_1"
        },
        {
            "uploader": "2",
            "tag": "study_1"
        },
        {
            "uploader": "939",
            "tag": "study_15"
        },
        {
            "uploader": "939",
            "tag": "study_20"
        },
        {
            "uploader": "1",
            "tag": "study_41"
        },
        {
            "uploader": "64",
            "tag": "study_7"
        },
        {
            "uploader": "4209",
            "tag": "study_88"
        }
    ],
    "features": [
        {
            "name": "binaryClass",
            "index": "5",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "P",
                    "N"
                ],
                [
                    [
                        "40",
                        "0"
                    ],
                    [
                        "0",
                        "60"
                    ]
                ]
            ]
        },
        {
            "name": "oz1",
            "index": "0",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz2",
            "index": "1",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz3",
            "index": "2",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "-2",
            "max": "3",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz4",
            "index": "3",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "-2",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "oz5",
            "index": "4",
            "type": "numeric",
            "distinct": "100",
            "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": 0,
    "total_downloads": 0,
    "reach": 0,
    "reuse": 0,
    "impact_of_reuse": 0,
    "reach_of_reuse": 0,
    "impact": 0
}