{
    "data_id": "46298",
    "name": "electrical_grid_stability_simulated_classification",
    "exact_name": "electrical_grid_stability_simulated_classification",
    "version": 1,
    "version_label": null,
    "description": "From original source:\n-----\n\nThe local stability analysis of the 4-node star system (electricity producer is in the center) implementing Decentral Smart Grid Control concept.\n\nAdditional Information\n\nThe analysis is performed for different sets of input values using the methodology similar to that described in [Schafer, Benjamin, et al. 'Taming instabilities in power grid networks by decentralized control.' The European Physical Journal Special Topics 225.3 (2016): 569-582.]. Several input values are kept the same: averaging time: 2 s; coupling strength: 8 s^-2; damping: 0.1 s^-1\n\nHas Missing Values?\n\nNo\n-----\nColumns with index 12 were deleted from the dataset, usually because they related to some kind of index.",
    "format": "arff",
    "uploader": "Bruno Belucci Teixeira",
    "uploader_id": 30703,
    "visibility": "public",
    "creator": "\"Vadim Arzamasov\"",
    "contributor": "\"Bruno Belucci\"",
    "date": "2024-07-23 19:57:34",
    "update_comment": null,
    "last_update": "2024-07-23 19:57:34",
    "licence": "CC BY 4.0",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22120809\/dataset",
    "default_target_attribute": "stabf",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "electrical_grid_stability_simulated_classification",
            "From original source: ----- The local stability analysis of the 4-node star system (electricity producer is in the center) implementing Decentral Smart Grid Control concept. Additional Information The analysis is performed for different sets of input values using the methodology similar to that described in [Schafer, Benjamin, et al. 'Taming instabilities in power grid networks by decentralized control.' The European Physical Journal Special Topics 225.3 (2016): 569-582.]. Several input values a "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 10000,
        "NumberOfFeatures": 13,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 12,
        "NumberOfSymbolicFeatures": 1,
        "MajorityClassSize": 6380,
        "MinorityClassPercentage": 36.199999999999996,
        "MinorityClassSize": 3620,
        "NumberOfBinaryFeatures": 1,
        "PercentageOfBinaryFeatures": 7.6923076923076925,
        "PercentageOfInstancesWithMissingValues": 0,
        "AutoCorrelation": 0.5379537953795379,
        "PercentageOfMissingValues": 0,
        "Dimensionality": 0.0013,
        "PercentageOfNumericFeatures": 92.3076923076923,
        "MajorityClassPercentage": 63.800000000000004,
        "PercentageOfSymbolicFeatures": 7.6923076923076925
    },
    "tags": [],
    "features": [
        {
            "name": "stabf",
            "index": "12",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "stable",
                    "unstable"
                ],
                [
                    [
                        "3620",
                        "0"
                    ],
                    [
                        "0",
                        "6380"
                    ]
                ]
            ]
        },
        {
            "name": "tau1",
            "index": "0",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "1",
            "max": "10",
            "mean": "5",
            "stdev": "3"
        },
        {
            "name": "tau2",
            "index": "1",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "1",
            "max": "10",
            "mean": "5",
            "stdev": "3"
        },
        {
            "name": "tau3",
            "index": "2",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "1",
            "max": "10",
            "mean": "5",
            "stdev": "3"
        },
        {
            "name": "tau4",
            "index": "3",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "1",
            "max": "10",
            "mean": "5",
            "stdev": "3"
        },
        {
            "name": "p1",
            "index": "4",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "2",
            "max": "6",
            "mean": "4",
            "stdev": "1"
        },
        {
            "name": "p2",
            "index": "5",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "-2",
            "max": "0",
            "mean": "-1",
            "stdev": "0"
        },
        {
            "name": "p3",
            "index": "6",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "-2",
            "max": "0",
            "mean": "-1",
            "stdev": "0"
        },
        {
            "name": "p4",
            "index": "7",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "-2",
            "max": "0",
            "mean": "-1",
            "stdev": "0"
        },
        {
            "name": "g1",
            "index": "8",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "g2",
            "index": "9",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "g3",
            "index": "10",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "g4",
            "index": "11",
            "type": "numeric",
            "distinct": "10000",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        }
    ],
    "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
}