DEVELOPMENT...      {
    "data_id": "40833",
    "name": "PC3",
    "exact_name": "PC3",
    "version": 2,
    "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 18:26:47",
    "update_comment": null,
    "last_update": "2017-06-23 18:26:47",
    "licence": "Public",
    "status": "in_preparation",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/5885629\/phplybWZX",
    "default_target_attribute": "Class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "PC3",
            "software fault prediction "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 1563,
        "NumberOfFeatures": 38,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 37,
        "NumberOfSymbolicFeatures": 1,
        "Quartile1MutualInformation": null,
        "PercentageOfBinaryFeatures": 2.631578947368421,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "PercentageOfNumericFeatures": 97.36842105263158,
        "PercentageOfSymbolicFeatures": 2.631578947368421,
        "Quartile1AttributeEntropy": null,
        "Quartile1KurtosisOfNumericAtts": 12.549619926155666,
        "Quartile1MeansOfNumericAtts": 1.7272616762635953,
        "StdvNominalAttDistinctValues": 0,
        "Quartile1SkewnessOfNumericAtts": 3.05996501393082,
        "Quartile1StdDevOfNumericAtts": 2.0583826025554837,
        "Quartile2AttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": 144.27319456591403,
        "Quartile2MeansOfNumericAtts": 7.637875879718483,
        "Quartile2MutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": 9.777471538769246,
        "Quartile2StdDevOfNumericAtts": 15.928280528240814,
        "Quartile3AttributeEntropy": null,
        "Quartile3KurtosisOfNumericAtts": 407.2738207707065,
        "Quartile3MeansOfNumericAtts": 22.676583493282145,
        "Quartile3MutualInformation": null,
        "Quartile3SkewnessOfNumericAtts": 16.299723810564455,
        "Quartile3StdDevOfNumericAtts": 43.85840094500993,
        "AutoCorrelation": 0.8565941101152369,
        "MeanMeansOfNumericAtts": 1008.1612944614482,
        "ClassEntropy": 0.47645497142532245,
        "Dimensionality": 0.02431222008957134,
        "EquivalentNumberOfAtts": null,
        "MajorityClassPercentage": 89.76327575175944,
        "MajorityClassSize": 1403,
        "MaxAttributeEntropy": null,
        "MaxKurtosisOfNumericAtts": 1039.3380068388688,
        "MaxMeansOfNumericAtts": 34072.82269353807,
        "MaxMutualInformation": null,
        "MaxNominalAttDistinctValues": 2,
        "MaxSkewnessOfNumericAtts": 30.488993517150227,
        "MaxStdDevOfNumericAtts": 358165.9357273064,
        "MeanAttributeEntropy": null,
        "MeanKurtosisOfNumericAtts": 239.39427218056161,
        "NumberOfBinaryFeatures": 1,
        "MeanMutualInformation": null,
        "MeanNoiseToSignalRatio": null,
        "MeanNominalAttDistinctValues": 2,
        "MeanSkewnessOfNumericAtts": 10.435096624064103,
        "MeanStdDevOfNumericAtts": 10334.48437857212,
        "MinAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -1.4822370260657112,
        "MinMeansOfNumericAtts": 0.12455534229046705,
        "MinMutualInformation": null,
        "MinNominalAttDistinctValues": 2,
        "MinSkewnessOfNumericAtts": -0.4617627833309659,
        "MinStdDevOfNumericAtts": 0.12943827711259492,
        "MinorityClassPercentage": 10.236724248240563,
        "MinorityClassSize": 160
    },
    "tags": [],
    "features": [
        {
            "name": "Class",
            "index": "37",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "1",
                    "2"
                ],
                [
                    [
                        "1403",
                        "0"
                    ],
                    [
                        "0",
                        "160"
                    ]
                ]
            ]
        },
        {
            "name": "V21",
            "index": "20",
            "type": "numeric",
            "distinct": "139",
            "missing": "0",
            "min": "0",
            "max": "31",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "V20",
            "index": "19",
            "type": "numeric",
            "distinct": "1329",
            "missing": "0",
            "min": "0",
            "max": "12751451",
            "mean": "34073",
            "stdev": "358166"
        },
        {
            "name": "V22",
            "index": "21",
            "type": "numeric",
            "distinct": "357",
            "missing": "0",
            "min": "1",
            "max": "9605",
            "mean": "127",
            "stdev": "344"
        },
        {
            "name": "V23",
            "index": "22",
            "type": "numeric",
            "distinct": "45",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V24",
            "index": "23",
            "type": "numeric",
            "distinct": "1318",
            "missing": "0",
            "min": "0",
            "max": "708414",
            "mean": "1893",
            "stdev": "19898"
        },
        {
            "name": "V25",
            "index": "24",
            "type": "numeric",
            "distinct": "1055",
            "missing": "0",
            "min": "0",
            "max": "92836",
            "mean": "786",
            "stdev": "3097"
        },
        {
            "name": "V26",
            "index": "25",
            "type": "numeric",
            "distinct": "81",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V27",
            "index": "26",
            "type": "numeric",
            "distinct": "50",
            "missing": "0",
            "min": "0",
            "max": "289",
            "mean": "4",
            "stdev": "10"
        },
        {
            "name": "V28",
            "index": "27",
            "type": "numeric",
            "distinct": "68",
            "missing": "0",
            "min": "0",
            "max": "574",
            "mean": "8",
            "stdev": "20"
        },
        {
            "name": "V29",
            "index": "28",
            "type": "numeric",
            "distinct": "103",
            "missing": "0",
            "min": "2",
            "max": "963",
            "mean": "18",
            "stdev": "36"
        },
        {
            "name": "V30",
            "index": "29",
            "type": "numeric",
            "distinct": "68",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V31",
            "index": "30",
            "type": "numeric",
            "distinct": "227",
            "missing": "0",
            "min": "0",
            "max": "4015",
            "mean": "57",
            "stdev": "155"
        },
        {
            "name": "V32",
            "index": "31",
            "type": "numeric",
            "distinct": "259",
            "missing": "0",
            "min": "1",
            "max": "5590",
            "mean": "70",
            "stdev": "191"
        },
        {
            "name": "V33",
            "index": "32",
            "type": "numeric",
            "distinct": "117",
            "missing": "0",
            "min": "0",
            "max": "787",
            "mean": "22",
            "stdev": "38"
        },
        {
            "name": "V34",
            "index": "33",
            "type": "numeric",
            "distinct": "43",
            "missing": "0",
            "min": "1",
            "max": "68",
            "mean": "13",
            "stdev": "7"
        },
        {
            "name": "V35",
            "index": "34",
            "type": "numeric",
            "distinct": "170",
            "missing": "0",
            "min": "1",
            "max": "891",
            "mean": "36",
            "stdev": "52"
        },
        {
            "name": "V36",
            "index": "35",
            "type": "numeric",
            "distinct": "377",
            "missing": "0",
            "min": "0",
            "max": "94",
            "mean": "14",
            "stdev": "20"
        },
        {
            "name": "V37",
            "index": "36",
            "type": "numeric",
            "distinct": "123",
            "missing": "0",
            "min": "0",
            "max": "817",
            "mean": "23",
            "stdev": "41"
        },
        {
            "name": "V11",
            "index": "10",
            "type": "numeric",
            "distinct": "33",
            "missing": "0",
            "min": "1",
            "max": "71",
            "mean": "3",
            "stdev": "4"
        },
        {
            "name": "V2",
            "index": "1",
            "type": "numeric",
            "distinct": "72",
            "missing": "0",
            "min": "1",
            "max": "589",
            "mean": "10",
            "stdev": "21"
        },
        {
            "name": "V3",
            "index": "2",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "0",
            "max": "24",
            "mean": "2",
            "stdev": "3"
        },
        {
            "name": "V4",
            "index": "3",
            "type": "numeric",
            "distinct": "25",
            "missing": "0",
            "min": "0",
            "max": "42",
            "mean": "1",
            "stdev": "3"
        },
        {
            "name": "V5",
            "index": "4",
            "type": "numeric",
            "distinct": "58",
            "missing": "0",
            "min": "0",
            "max": "78",
            "mean": "4",
            "stdev": "9"
        },
        {
            "name": "V6",
            "index": "5",
            "type": "numeric",
            "distinct": "69",
            "missing": "0",
            "min": "0",
            "max": "1148",
            "mean": "15",
            "stdev": "39"
        },
        {
            "name": "V7",
            "index": "6",
            "type": "numeric",
            "distinct": "52",
            "missing": "0",
            "min": "1",
            "max": "299",
            "mean": "5",
            "stdev": "11"
        },
        {
            "name": "V8",
            "index": "7",
            "type": "numeric",
            "distinct": "77",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V9",
            "index": "8",
            "type": "numeric",
            "distinct": "45",
            "missing": "0",
            "min": "0",
            "max": "570",
            "mean": "7",
            "stdev": "19"
        },
        {
            "name": "V10",
            "index": "9",
            "type": "numeric",
            "distinct": "51",
            "missing": "0",
            "min": "2",
            "max": "5",
            "mean": "2",
            "stdev": "0"
        },
        {
            "name": "V1",
            "index": "0",
            "type": "numeric",
            "distinct": "54",
            "missing": "0",
            "min": "0",
            "max": "77",
            "mean": "7",
            "stdev": "9"
        },
        {
            "name": "V12",
            "index": "11",
            "type": "numeric",
            "distinct": "78",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V13",
            "index": "12",
            "type": "numeric",
            "distinct": "126",
            "missing": "0",
            "min": "1",
            "max": "1260",
            "mean": "21",
            "stdev": "46"
        },
        {
            "name": "V14",
            "index": "13",
            "type": "numeric",
            "distinct": "25",
            "missing": "0",
            "min": "1",
            "max": "70",
            "mean": "2",
            "stdev": "4"
        },
        {
            "name": "V15",
            "index": "14",
            "type": "numeric",
            "distinct": "61",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V16",
            "index": "15",
            "type": "numeric",
            "distinct": "118",
            "missing": "0",
            "min": "0",
            "max": "817",
            "mean": "22",
            "stdev": "41"
        },
        {
            "name": "V17",
            "index": "16",
            "type": "numeric",
            "distinct": "8",
            "missing": "0",
            "min": "0",
            "max": "7",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "V18",
            "index": "17",
            "type": "numeric",
            "distinct": "1174",
            "missing": "0",
            "min": "0",
            "max": "1535",
            "mean": "37",
            "stdev": "71"
        },
        {
            "name": "V19",
            "index": "18",
            "type": "numeric",
            "distinct": "822",
            "missing": "0",
            "min": "0",
            "max": "281",
            "mean": "15",
            "stdev": "16"
        }
    ],
    "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
}