DEVELOPMENT...      {
    "data_id": "44143",
    "name": "nyc-taxi-green-dec-2016",
    "exact_name": "nyc-taxi-green-dec-2016",
    "version": 10,
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    "description": "Dataset used in the tabular data benchmark https:\/\/github.com\/LeoGrin\/tabular-benchmark, transformed in the same way. This dataset belongs to the \"regression on numerical features\" benchmark. Original description: \n \nString datetime information extracted to numeric columns.Trip Record Data provided by the New York City Taxi and Limousine Commission (TLC) [http:\/\/www.nyc.gov\/html\/tlc\/html\/about\/trip_record_data.shtml]. The dataset includes TLC trips of the green line in December 2016. Data was downloaded on 03.11.2018. For a description of all variables in the dataset checkout the TLC homepage [http:\/\/www.nyc.gov\/html\/tlc\/downloads\/pdf\/data_dictionary_trip_records_green.pdf]. The variable 'tip_amount' was chosen as target variable. The variable 'total_amount' is ignored by default, otherwise the target could be predicted deterministically. The date variables 'lpep_pickup_datetime' and 'lpep_dropoff_datetime' (ignored by default) could be used to compute additional time features. In this version, we chose only trips with 'payment_type' == 1 (credit card), as tips are not included for most other payment types. We also removed the variables 'trip_distance' and 'fare_amount' to increase the importance of the categorical features 'PULocationID' and 'DOLocationID'.",
    "format": "arff",
    "uploader": "Frank Wallace",
    "uploader_id": 26324,
    "visibility": "public",
    "creator": null,
    "contributor": "\"Leo Grin\"",
    "date": "2022-07-05 20:52:41",
    "update_comment": null,
    "last_update": "2022-07-05 20:52:41",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22103268\/dataset",
    "default_target_attribute": "tipamount",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "nyc-taxi-green-dec-2016",
            "Dataset used in the tabular data benchmark https:\/\/github.com\/LeoGrin\/tabular-benchmark, transformed in the same way. This dataset belongs to the \"regression on numerical features\" benchmark. Original description: String datetime information extracted to numeric columns.Trip Record Data provided by the New York City Taxi and Limousine Commission (TLC) [http:\/\/www.nyc.gov\/html\/tlc\/html\/about\/trip_record_data.shtml]. The dataset includes TLC trips of the green line in December 2016. Data was downl "
        ],
        "weight": 5
    },
    "qualities": {
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        "NumberOfFeatures": 10,
        "NumberOfClasses": 0,
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        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 10,
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        "PercentageOfSymbolicFeatures": 0,
        "AutoCorrelation": 0.3560496958964945,
        "PercentageOfNumericFeatures": 100,
        "PercentageOfMissingValues": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfBinaryFeatures": 0,
        "NumberOfBinaryFeatures": 0,
        "MinorityClassSize": null,
        "MinorityClassPercentage": null,
        "MajorityClassSize": null,
        "MajorityClassPercentage": null,
        "Dimensionality": 1.7187003188189093e-5
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    "tags": [
        {
            "tag": "study_297",
            "uploader": "0"
        },
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    ],
    "features": [
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            "name": "tipamount",
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            "target": "1",
            "min": "-2",
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        },
        {
            "name": "passenger_count",
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            "name": "lpep_dropoff_datetime_day",
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    "nr_of_issues": 0,
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