{
    "data_id": "1471",
    "name": "eeg-eye-state",
    "exact_name": "eeg-eye-state",
    "version": 1,
    "version_label": null,
    "description": "**Author**: Oliver Roesler  \r\n**Source**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/EEG+Eye+State), Baden-Wuerttemberg, Cooperative State University (DHBW), Stuttgart, Germany  \r\n**Please cite**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/citation_policy.html)  \r\n\r\nAll data is from one continuous EEG measurement with the Emotiv EEG Neuroheadset. The duration of the measurement was 117 seconds. The eye state was detected via a camera during the EEG measurement and added later manually to the file after analyzing the video frames. '1' indicates the eye-closed and '0' the eye-open state. All values are in chronological order with the first measured value at the top of the data.\r\n\r\nThe features correspond to 14 EEG measurements from the headset, originally labeled AF3, F7, F3, FC5, T7, P, O1, O2, P8, T8, FC6, F4, F8, AF4, in that order.",
    "format": "ARFF",
    "uploader": "Rafael Gomes Mantovani",
    "uploader_id": 64,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2015-05-22 16:40:04",
    "update_comment": null,
    "last_update": "2015-11-09 20:42:10",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/1587924\/phplE7q6h",
    "default_target_attribute": "Class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 166511,
    "suggest": {
        "input": [
            "eeg-eye-state",
            "All data is from one continuous EEG measurement with the Emotiv EEG Neuroheadset. The duration of the measurement was 117 seconds. The eye state was detected via a camera during the EEG measurement and added later manually to the file after analyzing the video frames. '1' indicates the eye-closed and '0' the eye-open state. All values are in chronological order with the first measured value at the top of the data. The features correspond to 14 EEG measurements from the headset, originally labele "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 14980,
        "NumberOfFeatures": 15,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 14,
        "NumberOfSymbolicFeatures": 1,
        "REPTreeDepth3Kappa": 0.6126693923072585,
        "DecisionStumpKappa": 0.12923993775163797,
        "MaxMeansOfNumericAtts": 4644.02237917223,
        "MinMutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": 84.61113200877784,
        "RandomTreeDepth1AUC": 0.8092130970110125,
        "Dimensionality": 0.0010013351134846463,
        "MaxMutualInformation": null,
        "MinNominalAttDistinctValues": 2,
        "PercentageOfBinaryFeatures": 6.666666666666667,
        "Quartile2StdDevOfNumericAtts": 627.1558153704191,
        "RandomTreeDepth1ErrRate": 0.18845126835781043,
        "EquivalentNumberOfAtts": null,
        "MaxNominalAttDistinctValues": 2,
        "MinSkewnessOfNumericAtts": -13.615160740498586,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3AttributeEntropy": null,
        "RandomTreeDepth1Kappa": 0.6188451689674707,
        "J48.00001.AUC": 0.8271933877278838,
        "MaxSkewnessOfNumericAtts": 122.38777688436316,
        "MinStdDevOfNumericAtts": 29.292603201776053,
        "PercentageOfMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": 14971.654606997874,
        "AutoCorrelation": 0.9984645169904534,
        "RandomTreeDepth2AUC": 0.8092130970110125,
        "J48.00001.ErrRate": 0.1863818424566088,
        "MaxStdDevOfNumericAtts": 5891.2850425236575,
        "MinorityClassPercentage": 44.879839786381844,
        "PercentageOfNumericFeatures": 93.33333333333333,
        "Quartile3MeansOfNumericAtts": 4466.12820822263,
        "CfsSubsetEval_DecisionStumpAUC": 0.815562880843502,
        "RandomTreeDepth2ErrRate": 0.18845126835781043,
        "J48.00001.Kappa": 0.6230255040333611,
        "MeanAttributeEntropy": null,
        "MinorityClassSize": 6723,
        "PercentageOfSymbolicFeatures": 6.666666666666667,
        "Quartile3MutualInformation": null,
        "CfsSubsetEval_DecisionStumpErrRate": 0.22923898531375167,
        "RandomTreeDepth2Kappa": 0.6188451689674707,
        "J48.0001.AUC": 0.8271933877278838,
        "MeanKurtosisOfNumericAtts": 8904.72190163755,
        "NaiveBayesAUC": 0.5441157198060068,
        "Quartile1AttributeEntropy": null,
        "Quartile3SkewnessOfNumericAtts": 122.34170603745707,
        "CfsSubsetEval_DecisionStumpKappa": 0.5343988170412974,
        "RandomTreeDepth3AUC": 0.8092130970110125,
        "J48.0001.ErrRate": 0.1863818424566088,
        "MeanMeansOfNumericAtts": 4316.882028546157,
        "NaiveBayesErrRate": 0.4634846461949266,
        "Quartile1KurtosisOfNumericAtts": 2713.5598368066608,
        "Quartile3StdDevOfNumericAtts": 3343.823788627256,
        "CfsSubsetEval_NaiveBayesAUC": 0.815562880843502,
        "RandomTreeDepth3ErrRate": 0.18845126835781043,
        "J48.0001.Kappa": 0.6230255040333611,
        "MeanMutualInformation": null,
        "NaiveBayesKappa": 0.11130397334752887,
        "Quartile1MeansOfNumericAtts": 4193.079256508679,
        "REPTreeDepth1AUC": 0.8585707193015194,
        "CfsSubsetEval_NaiveBayesErrRate": 0.22923898531375167,
        "RandomTreeDepth3Kappa": 0.6188451689674707,
        "J48.001.AUC": 0.8271933877278838,
        "MeanNoiseToSignalRatio": null,
        "NumberOfBinaryFeatures": 1,
        "Quartile1MutualInformation": null,
        "REPTreeDepth1ErrRate": 0.19072096128170896,
        "CfsSubsetEval_NaiveBayesKappa": 0.5343988170412974,
        "CfsSubsetEval_kNN1NAUC": 0.815562880843502,
        "StdvNominalAttDistinctValues": 0,
        "J48.001.ErrRate": 0.1863818424566088,
        "MeanNominalAttDistinctValues": 2,
        "Quartile1SkewnessOfNumericAtts": 22.475026893669664,
        "REPTreeDepth1Kappa": 0.6126693923072585,
        "CfsSubsetEval_kNN1NErrRate": 0.22923898531375167,
        "kNN1NAUC": 0.8331954978013598,
        "J48.001.Kappa": 0.6230255040333611,
        "MeanSkewnessOfNumericAtts": 71.73726620900297,
        "Quartile1StdDevOfNumericAtts": 37.98467230942155,
        "REPTreeDepth2AUC": 0.8585707193015194,
        "CfsSubsetEval_kNN1NKappa": 0.5343988170412974,
        "kNN1NErrRate": 0.16355140186915887,
        "MajorityClassPercentage": 55.12016021361815,
        "MeanStdDevOfNumericAtts": 1767.2884824189532,
        "Quartile2AttributeEntropy": null,
        "REPTreeDepth2ErrRate": 0.19072096128170896,
        "ClassEntropy": 0.992422373387609,
        "kNN1NKappa": 0.6684228094245078,
        "MajorityClassSize": 8257,
        "MinAttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": 9352.695219763142,
        "REPTreeDepth2Kappa": 0.6126693923072585,
        "REPTreeDepth3AUC": 0.8585707193015194,
        "DecisionStumpAUC": 0.5730896889672722,
        "MaxAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": 2056.5210594418404,
        "Quartile2MeansOfNumericAtts": 4271.6276034712955,
        "REPTreeDepth3ErrRate": 0.19072096128170896,
        "DecisionStumpErrRate": 0.41141522029372496,
        "MaxKurtosisOfNumericAtts": 14979.178735371073,
        "MinMeansOfNumericAtts": 4009.767693591455,
        "Quartile2MutualInformation": null
    },
    "tags": [
        {
            "uploader": "2",
            "tag": "brain"
        },
        {
            "uploader": "38960",
            "tag": "Chemistry"
        },
        {
            "uploader": "2",
            "tag": "EEG"
        },
        {
            "uploader": "38960",
            "tag": "Life Science"
        },
        {
            "uploader": "348",
            "tag": "OpenML100"
        },
        {
            "uploader": "3886",
            "tag": "study_123"
        },
        {
            "uploader": "64",
            "tag": "study_14"
        },
        {
            "uploader": "1",
            "tag": "study_34"
        },
        {
            "uploader": "64",
            "tag": "study_7"
        },
        {
            "uploader": "2",
            "tag": "time_series"
        },
        {
            "uploader": "2",
            "tag": "uci"
        }
    ],
    "features": [
        {
            "name": "Class",
            "index": "14",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "1",
                    "2"
                ],
                [
                    [
                        "8257",
                        "0"
                    ],
                    [
                        "0",
                        "6723"
                    ]
                ]
            ]
        },
        {
            "name": "V1",
            "index": "0",
            "type": "numeric",
            "distinct": "548",
            "missing": "0",
            "min": "1031",
            "max": "309231",
            "mean": "4322",
            "stdev": "2492"
        },
        {
            "name": "V2",
            "index": "1",
            "type": "numeric",
            "distinct": "452",
            "missing": "0",
            "min": "2831",
            "max": "7805",
            "mean": "4010",
            "stdev": "46"
        },
        {
            "name": "V3",
            "index": "2",
            "type": "numeric",
            "distinct": "345",
            "missing": "0",
            "min": "1040",
            "max": "6881",
            "mean": "4264",
            "stdev": "44"
        },
        {
            "name": "V4",
            "index": "3",
            "type": "numeric",
            "distinct": "312",
            "missing": "0",
            "min": "2453",
            "max": "642564",
            "mean": "4165",
            "stdev": "5216"
        },
        {
            "name": "V5",
            "index": "4",
            "type": "numeric",
            "distinct": "285",
            "missing": "0",
            "min": "2090",
            "max": "6474",
            "mean": "4342",
            "stdev": "35"
        },
        {
            "name": "V6",
            "index": "5",
            "type": "numeric",
            "distinct": "330",
            "missing": "0",
            "min": "2768",
            "max": "362564",
            "mean": "4644",
            "stdev": "2925"
        },
        {
            "name": "V7",
            "index": "6",
            "type": "numeric",
            "distinct": "290",
            "missing": "0",
            "min": "2086",
            "max": "567179",
            "mean": "4110",
            "stdev": "4601"
        },
        {
            "name": "V8",
            "index": "7",
            "type": "numeric",
            "distinct": "294",
            "missing": "0",
            "min": "4567",
            "max": "7264",
            "mean": "4616",
            "stdev": "29"
        },
        {
            "name": "V9",
            "index": "8",
            "type": "numeric",
            "distinct": "304",
            "missing": "0",
            "min": "1358",
            "max": "265641",
            "mean": "4219",
            "stdev": "2136"
        },
        {
            "name": "V10",
            "index": "9",
            "type": "numeric",
            "distinct": "346",
            "missing": "0",
            "min": "1816",
            "max": "6674",
            "mean": "4231",
            "stdev": "38"
        },
        {
            "name": "V11",
            "index": "10",
            "type": "numeric",
            "distinct": "419",
            "missing": "0",
            "min": "3273",
            "max": "6823",
            "mean": "4202",
            "stdev": "38"
        },
        {
            "name": "V12",
            "index": "11",
            "type": "numeric",
            "distinct": "343",
            "missing": "0",
            "min": "2258",
            "max": "7003",
            "mean": "4279",
            "stdev": "42"
        },
        {
            "name": "V13",
            "index": "12",
            "type": "numeric",
            "distinct": "558",
            "missing": "0",
            "min": "87",
            "max": "152308",
            "mean": "4615",
            "stdev": "1208"
        },
        {
            "name": "V14",
            "index": "13",
            "type": "numeric",
            "distinct": "592",
            "missing": "0",
            "min": "1366",
            "max": "715897",
            "mean": "4416",
            "stdev": "5891"
        }
    ],
    "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
}