DEVELOPMENT...      {
    "data_id": "41553",
    "name": "enb",
    "exact_name": "enb",
    "version": 3,
    "version_label": null,
    "description": "Multivariate regression data set from: https:\/\/link.springer.com\/article\/10.1007%2Fs10994-016-5546-z : The Energy Building dataset (Tsanas and Xifara 2012) concerns the prediction of the heating load and cooling load requirements of buildings (i.e. energy efficiency) as a function of eight building parameters such as glazing area, roof area, and overall height, amongst others.",
    "format": "ARFF",
    "uploader": " Rodriguez",
    "uploader_id": 2373,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2019-04-03 09:00:52",
    "update_comment": null,
    "last_update": "2019-04-03 09:00:52",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/21241897\/file20386d9715df.arff",
    "default_target_attribute": "Y1,Y2",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "enb",
            "Multivariate regression data set from: https:\/\/link.springer.com\/article\/10.1007%2Fs10994-016-5546-z : The Energy Building dataset (Tsanas and Xifara 2012) concerns the prediction of the heating load and cooling load requirements of buildings (i.e. energy efficiency) as a function of eight building parameters such as glazing area, roof area, and overall height, amongst others. "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 768,
        "NumberOfFeatures": 10,
        "NumberOfClasses": null,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 10,
        "NumberOfSymbolicFeatures": 0,
        "Quartile1MutualInformation": null,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "PercentageOfNumericFeatures": 100,
        "PercentageOfSymbolicFeatures": 0,
        "Quartile1AttributeEntropy": null,
        "Quartile1KurtosisOfNumericAtts": -1.465018646018625,
        "Quartile1MeansOfNumericAtts": 2.3004166666666666,
        "StdvNominalAttDistinctValues": null,
        "Quartile1SkewnessOfNumericAtts": -0.09779960275757055,
        "Quartile1StdDevOfNumericAtts": 0.8723770810239497,
        "Quartile2AttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": -1.19714033294012,
        "Quartile2MeansOfNumericAtts": 13.778600260416667,
        "Quartile2MutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": 0,
        "Quartile2StdDevOfNumericAtts": 5.632222999535756,
        "Quartile3AttributeEntropy": null,
        "Quartile3KurtosisOfNumericAtts": -0.9712325105021337,
        "Quartile3MeansOfNumericAtts": 212.078125,
        "Quartile3MutualInformation": null,
        "Quartile3SkewnessOfNumericAtts": 0.42087247666168315,
        "Quartile3StdDevOfNumericAtts": 44.01134863422626,
        "AutoCorrelation": null,
        "MeanMeansOfNumericAtts": 122.62685026041667,
        "ClassEntropy": null,
        "Dimensionality": 0.013020833333333334,
        "EquivalentNumberOfAtts": null,
        "MajorityClassPercentage": null,
        "MajorityClassSize": null,
        "MaxAttributeEntropy": null,
        "MaxKurtosisOfNumericAtts": 0.11659327002971231,
        "MaxMeansOfNumericAtts": 671.7083333333333,
        "MaxMutualInformation": null,
        "MaxNominalAttDistinctValues": null,
        "MaxSkewnessOfNumericAtts": 0.5334174896788308,
        "MaxStdDevOfNumericAtts": 88.08611605586826,
        "MeanAttributeEntropy": null,
        "MeanKurtosisOfNumericAtts": -1.1661746902201773,
        "NumberOfBinaryFeatures": 0,
        "MeanMutualInformation": null,
        "MeanNoiseToSignalRatio": null,
        "MeanNominalAttDistinctValues": null,
        "MeanSkewnessOfNumericAtts": 0.1348533062243118,
        "MeanStdDevOfNumericAtts": 20.114190973793576,
        "MinAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -2.0052287581699355,
        "MinMeansOfNumericAtts": 0.23437500000000103,
        "MinMutualInformation": null,
        "MinNominalAttDistinctValues": null,
        "MinSkewnessOfNumericAtts": -0.16276399781125103,
        "MinStdDevOfNumericAtts": 0.10577747587475217,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null
    },
    "tags": [
        {
            "tag": "2019_multioutput_paper_benchmark_data",
            "uploader": "2373"
        }
    ],
    "features": [
        {
            "name": "Y1",
            "index": "8",
            "type": "numeric",
            "distinct": "586",
            "missing": "0",
            "target": "1",
            "min": "6",
            "max": "43",
            "mean": "22",
            "stdev": "10"
        },
        {
            "name": "Y2",
            "index": "9",
            "type": "numeric",
            "distinct": "636",
            "missing": "0",
            "target": "1",
            "min": "11",
            "max": "48",
            "mean": "25",
            "stdev": "10"
        },
        {
            "name": "Relative_compactness",
            "index": "0",
            "type": "numeric",
            "distinct": "12",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "X1",
            "index": "1",
            "type": "numeric",
            "distinct": "12",
            "missing": "0",
            "min": "515",
            "max": "809",
            "mean": "672",
            "stdev": "88"
        },
        {
            "name": "X3",
            "index": "2",
            "type": "numeric",
            "distinct": "7",
            "missing": "0",
            "min": "245",
            "max": "417",
            "mean": "319",
            "stdev": "44"
        },
        {
            "name": "X4",
            "index": "3",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "110",
            "max": "221",
            "mean": "177",
            "stdev": "45"
        },
        {
            "name": "X5",
            "index": "4",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "4",
            "max": "7",
            "mean": "5",
            "stdev": "2"
        },
        {
            "name": "X6",
            "index": "5",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "2",
            "max": "5",
            "mean": "4",
            "stdev": "1"
        },
        {
            "name": "X7",
            "index": "6",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "X8",
            "index": "7",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "0",
            "max": "5",
            "mean": "3",
            "stdev": "2"
        }
    ],
    "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
}