DEVELOPMENT...      {
    "data_id": "40839",
    "name": "prop-1",
    "exact_name": "prop-1",
    "version": 1,
    "version_label": null,
    "description": "software fault prediction",
    "format": "ARFF",
    "uploader": "Kimberly Murphy",
    "uploader_id": 3002,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2017-06-23 18:31:55",
    "update_comment": null,
    "last_update": "2017-06-23 18:31:55",
    "licence": "Public",
    "status": "in_preparation",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/5885823\/phpbj6h3d",
    "default_target_attribute": "Class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "prop-1",
            "software fault prediction "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 18471,
        "NumberOfFeatures": 22,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 21,
        "NumberOfSymbolicFeatures": 1,
        "Quartile1MutualInformation": null,
        "PercentageOfBinaryFeatures": 4.545454545454546,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "PercentageOfNumericFeatures": 95.45454545454545,
        "PercentageOfSymbolicFeatures": 4.545454545454546,
        "Quartile1AttributeEntropy": null,
        "Quartile1KurtosisOfNumericAtts": -0.02903314958967118,
        "Quartile1MeansOfNumericAtts": 0.49053587163662105,
        "StdvNominalAttDistinctValues": 0,
        "Quartile1SkewnessOfNumericAtts": 0.7805839341545061,
        "Quartile1StdDevOfNumericAtts": 0.869319848591838,
        "Quartile2AttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": 24.709913268700173,
        "Quartile2MeansOfNumericAtts": 3.462183964051766,
        "Quartile2MutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": 3.5987882254636334,
        "Quartile2StdDevOfNumericAtts": 7.140486659521421,
        "Quartile3AttributeEntropy": null,
        "Quartile3KurtosisOfNumericAtts": 94.68672349554865,
        "Quartile3MeansOfNumericAtts": 19.278689543311152,
        "Quartile3MutualInformation": null,
        "Quartile3SkewnessOfNumericAtts": 8.007605869904584,
        "Quartile3StdDevOfNumericAtts": 24.1071643404486,
        "AutoCorrelation": 0.7809420682187331,
        "MeanMeansOfNumericAtts": 20.97972231952004,
        "ClassEntropy": 0.6053990606429134,
        "Dimensionality": 0.0011910562503383683,
        "EquivalentNumberOfAtts": null,
        "MajorityClassPercentage": 85.17676357533432,
        "MajorityClassSize": 15733,
        "MaxAttributeEntropy": null,
        "MaxKurtosisOfNumericAtts": 2520.9002453723956,
        "MaxMeansOfNumericAtts": 206.6315846462014,
        "MaxMutualInformation": null,
        "MaxNominalAttDistinctValues": 2,
        "MaxSkewnessOfNumericAtts": 36.07538051459702,
        "MaxStdDevOfNumericAtts": 420.0729677207678,
        "MeanAttributeEntropy": null,
        "MeanKurtosisOfNumericAtts": 220.06688549422054,
        "NumberOfBinaryFeatures": 1,
        "MeanMutualInformation": null,
        "MeanNoiseToSignalRatio": null,
        "MeanNominalAttDistinctValues": 2,
        "MeanSkewnessOfNumericAtts": 6.774768644026011,
        "MeanStdDevOfNumericAtts": 40.46129929394037,
        "MinAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -1.817961599416727,
        "MinMeansOfNumericAtts": 0.17486871311786092,
        "MinMutualInformation": null,
        "MinNominalAttDistinctValues": 2,
        "MinSkewnessOfNumericAtts": -0.034308404453722664,
        "MinStdDevOfNumericAtts": 0.27403042612161554,
        "MinorityClassPercentage": 14.823236424665692,
        "MinorityClassSize": 2738
    },
    "tags": [],
    "features": [
        {
            "name": "Class",
            "index": "21",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "1",
                    "2"
                ],
                [
                    [
                        "15733",
                        "0"
                    ],
                    [
                        "0",
                        "2738"
                    ]
                ]
            ]
        },
        {
            "name": "V12",
            "index": "11",
            "type": "numeric",
            "distinct": "1296",
            "missing": "0",
            "min": "0",
            "max": "7313",
            "mean": "207",
            "stdev": "420"
        },
        {
            "name": "V21",
            "index": "20",
            "type": "numeric",
            "distinct": "826",
            "missing": "0",
            "min": "0",
            "max": "22",
            "mean": "2",
            "stdev": "2"
        },
        {
            "name": "V20",
            "index": "19",
            "type": "numeric",
            "distinct": "65",
            "missing": "0",
            "min": "0",
            "max": "252",
            "mean": "4",
            "stdev": "8"
        },
        {
            "name": "V19",
            "index": "18",
            "type": "numeric",
            "distinct": "2817",
            "missing": "0",
            "min": "0",
            "max": "433",
            "mean": "26",
            "stdev": "32"
        },
        {
            "name": "V18",
            "index": "17",
            "type": "numeric",
            "distinct": "23",
            "missing": "0",
            "min": "0",
            "max": "22",
            "mean": "1",
            "stdev": "2"
        },
        {
            "name": "V17",
            "index": "16",
            "type": "numeric",
            "distinct": "5",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "V16",
            "index": "15",
            "type": "numeric",
            "distinct": "860",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V15",
            "index": "14",
            "type": "numeric",
            "distinct": "689",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V14",
            "index": "13",
            "type": "numeric",
            "distinct": "17",
            "missing": "0",
            "min": "0",
            "max": "83",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "V13",
            "index": "12",
            "type": "numeric",
            "distinct": "220",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V1",
            "index": "0",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "4",
            "max": "185",
            "mean": "93",
            "stdev": "62"
        },
        {
            "name": "V11",
            "index": "10",
            "type": "numeric",
            "distinct": "1069",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "V10",
            "index": "9",
            "type": "numeric",
            "distinct": "76",
            "missing": "0",
            "min": "0",
            "max": "162",
            "mean": "5",
            "stdev": "7"
        },
        {
            "name": "V9",
            "index": "8",
            "type": "numeric",
            "distinct": "91",
            "missing": "0",
            "min": "0",
            "max": "110",
            "mean": "9",
            "stdev": "11"
        },
        {
            "name": "V8",
            "index": "7",
            "type": "numeric",
            "distinct": "144",
            "missing": "0",
            "min": "0",
            "max": "263",
            "mean": "3",
            "stdev": "12"
        },
        {
            "name": "V7",
            "index": "6",
            "type": "numeric",
            "distinct": "449",
            "missing": "0",
            "min": "0",
            "max": "13203",
            "mean": "40",
            "stdev": "228"
        },
        {
            "name": "V6",
            "index": "5",
            "type": "numeric",
            "distinct": "261",
            "missing": "0",
            "min": "0",
            "max": "346",
            "mean": "27",
            "stdev": "34"
        },
        {
            "name": "V5",
            "index": "4",
            "type": "numeric",
            "distinct": "157",
            "missing": "0",
            "min": "0",
            "max": "274",
            "mean": "13",
            "stdev": "16"
        },
        {
            "name": "V4",
            "index": "3",
            "type": "numeric",
            "distinct": "39",
            "missing": "0",
            "min": "0",
            "max": "86",
            "mean": "0",
            "stdev": "3"
        },
        {
            "name": "V3",
            "index": "2",
            "type": "numeric",
            "distinct": "8",
            "missing": "0",
            "min": "0",
            "max": "7",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "V2",
            "index": "1",
            "type": "numeric",
            "distinct": "91",
            "missing": "0",
            "min": "0",
            "max": "163",
            "mean": "7",
            "stdev": "9"
        }
    ],
    "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
}