{
    "data_id": "854",
    "name": "fishcatch",
    "exact_name": "fishcatch",
    "version": 2,
    "version_label": null,
    "description": "**Author**:   \n**Source**: Unknown - Date unknown  \n**Please cite**:   \n\nBinarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a lower target value as positive ('P') and all others as negative ('N').",
    "format": "ARFF",
    "uploader": "Joaquin Vanschoren",
    "uploader_id": 2,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2014-10-04 14:35:24",
    "update_comment": null,
    "last_update": "2014-10-04 14:35:24",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/53388\/fishcatch.arff",
    "default_target_attribute": "binaryClass",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 672,
    "suggest": {
        "input": [
            "fishcatch",
            "Binarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a lower target value as positive ('P') and all others as negative ('N'). "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 158,
        "NumberOfFeatures": 8,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 87,
        "NumberOfInstancesWithMissingValues": 87,
        "NumberOfNumericFeatures": 5,
        "NumberOfSymbolicFeatures": 3,
        "REPTreeDepth3Kappa": 0.8839941262848753,
        "DecisionStumpKappa": 0.8582150432370695,
        "MaxMeansOfNumericAtts": 31.18860759493671,
        "MinMutualInformation": 2.57391454e-6,
        "Quartile2SkewnessOfNumericAtts": 0.40047286122025627,
        "RandomTreeDepth1AUC": 0.9076023391812865,
        "Dimensionality": 0.05063291139240506,
        "MaxMutualInformation": 0.3810166886138,
        "MinNominalAttDistinctValues": 2,
        "PercentageOfBinaryFeatures": 25,
        "Quartile2StdDevOfNumericAtts": 10.024844409876481,
        "RandomTreeDepth1ErrRate": 0.08860759493670886,
        "EquivalentNumberOfAtts": 5.092683826728161,
        "MaxNominalAttDistinctValues": 7,
        "MinSkewnessOfNumericAtts": -0.47418381274078825,
        "PercentageOfInstancesWithMissingValues": 55.06329113924051,
        "Quartile3AttributeEntropy": 2.4874672408677103,
        "RandomTreeDepth1Kappa": 0.815204678362573,
        "J48.00001.AUC": 0.9369256474519633,
        "MaxSkewnessOfNumericAtts": 0.5932779186002889,
        "MinStdDevOfNumericAtts": 2.2812293830708743,
        "PercentageOfMissingValues": 6.882911392405064,
        "Quartile3KurtosisOfNumericAtts": 0.4097586355440106,
        "AutoCorrelation": 0.9299363057324841,
        "RandomTreeDepth2AUC": 0.9076023391812865,
        "J48.00001.ErrRate": 0.06329113924050633,
        "MaxStdDevOfNumericAtts": 11.637009786666583,
        "MinorityClassPercentage": 39.87341772151899,
        "PercentageOfNumericFeatures": 62.5,
        "Quartile3MeansOfNumericAtts": 29.790822784810125,
        "CfsSubsetEval_DecisionStumpAUC": 0.9372598162071847,
        "RandomTreeDepth2ErrRate": 0.08860759493670886,
        "J48.00001.Kappa": 0.8707672174055292,
        "MeanAttributeEntropy": 1.7099140624220022,
        "MinorityClassSize": 63,
        "PercentageOfSymbolicFeatures": 37.5,
        "Quartile3MutualInformation": 0.3810166886138,
        "CfsSubsetEval_DecisionStumpErrRate": 0.06329113924050633,
        "RandomTreeDepth2Kappa": 0.815204678362573,
        "J48.0001.AUC": 0.9369256474519633,
        "MeanKurtosisOfNumericAtts": 0.03493850871997922,
        "NaiveBayesAUC": 0.98796992481203,
        "Quartile1AttributeEntropy": 0.9323608839762941,
        "Quartile3SkewnessOfNumericAtts": 0.5691118008672688,
        "CfsSubsetEval_DecisionStumpKappa": 0.871440195280716,
        "RandomTreeDepth3AUC": 0.9076023391812865,
        "J48.0001.ErrRate": 0.06329113924050633,
        "MeanMeansOfNumericAtts": 25.636835443037974,
        "NaiveBayesErrRate": 0.0379746835443038,
        "Quartile1KurtosisOfNumericAtts": -0.458886687340194,
        "Quartile3StdDevOfNumericAtts": 11.191790776400175,
        "CfsSubsetEval_NaiveBayesAUC": 0.9372598162071847,
        "RandomTreeDepth3ErrRate": 0.08860759493670886,
        "J48.0001.Kappa": 0.8707672174055292,
        "MeanMutualInformation": 0.19050963126417,
        "NaiveBayesKappa": 0.9220522940305871,
        "Quartile1MeansOfNumericAtts": 20.173101265822787,
        "REPTreeDepth1AUC": 0.9655806182121972,
        "CfsSubsetEval_NaiveBayesErrRate": 0.06329113924050633,
        "RandomTreeDepth3Kappa": 0.815204678362573,
        "J48.001.AUC": 0.9369256474519633,
        "MeanNoiseToSignalRatio": 7.975473056535138,
        "NumberOfBinaryFeatures": 2,
        "Quartile1MutualInformation": 2.57391454e-6,
        "REPTreeDepth1ErrRate": 0.056962025316455694,
        "CfsSubsetEval_NaiveBayesKappa": 0.871440195280716,
        "CfsSubsetEval_kNN1NAUC": 0.9372598162071847,
        "StdvNominalAttDistinctValues": 2.886751345948129,
        "J48.001.ErrRate": 0.06329113924050633,
        "MeanNominalAttDistinctValues": 3.6666666666666665,
        "Quartile1SkewnessOfNumericAtts": -0.16998286040798916,
        "REPTreeDepth1Kappa": 0.8839941262848753,
        "CfsSubsetEval_kNN1NErrRate": 0.06329113924050633,
        "kNN1NAUC": 0.9208020050125313,
        "J48.001.Kappa": 0.8707672174055292,
        "MeanSkewnessOfNumericAtts": 0.23974614842776312,
        "Quartile1StdDevOfNumericAtts": 5.288802975165147,
        "REPTreeDepth2AUC": 0.9655806182121972,
        "CfsSubsetEval_kNN1NKappa": 0.871440195280716,
        "kNN1NErrRate": 0.0759493670886076,
        "MajorityClassPercentage": 60.12658227848101,
        "MeanStdDevOfNumericAtts": 8.597206382601424,
        "Quartile2AttributeEntropy": 1.7099140624220022,
        "REPTreeDepth2ErrRate": 0.056962025316455694,
        "ClassEntropy": 0.9702053179749841,
        "kNN1NKappa": 0.8416040100250628,
        "MajorityClassSize": 95,
        "MinAttributeEntropy": 0.9323608839762941,
        "Quartile2KurtosisOfNumericAtts": 0.27294864719226286,
        "REPTreeDepth2Kappa": 0.8839941262848753,
        "REPTreeDepth3AUC": 0.9655806182121972,
        "DecisionStumpAUC": 0.9290726817042606,
        "MaxAttributeEntropy": 2.4874672408677103,
        "MinKurtosisOfNumericAtts": -0.9894962095686894,
        "Quartile2MeansOfNumericAtts": 28.25632911392405,
        "REPTreeDepth3ErrRate": 0.056962025316455694,
        "DecisionStumpErrRate": 0.06962025316455696,
        "MaxKurtosisOfNumericAtts": 0.4276975419429512,
        "MinMeansOfNumericAtts": 14.119620253164557,
        "Quartile2MutualInformation": 0.19050963126417
    },
    "tags": [
        {
            "uploader": "1",
            "tag": "binarized"
        },
        {
            "uploader": "38960",
            "tag": "Chemistry"
        },
        {
            "uploader": "38960",
            "tag": "Life Science"
        },
        {
            "uploader": "2",
            "tag": "study_1"
        },
        {
            "uploader": "3886",
            "tag": "study_123"
        },
        {
            "uploader": "1",
            "tag": "study_41"
        }
    ],
    "features": [
        {
            "name": "binaryClass",
            "index": "7",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "P",
                    "N"
                ],
                [
                    [
                        "95",
                        "0"
                    ],
                    [
                        "0",
                        "63"
                    ]
                ]
            ]
        },
        {
            "name": "Species",
            "index": "0",
            "type": "nominal",
            "distinct": "7",
            "missing": "0",
            "distr": [
                [
                    "1",
                    "2",
                    "3",
                    "4",
                    "5",
                    "6",
                    "7"
                ],
                [
                    [
                        "5",
                        "29"
                    ],
                    [
                        "3",
                        "3"
                    ],
                    [
                        "20",
                        "0"
                    ],
                    [
                        "11",
                        "0"
                    ],
                    [
                        "14",
                        "0"
                    ],
                    [
                        "5",
                        "12"
                    ],
                    [
                        "37",
                        "19"
                    ]
                ]
            ]
        },
        {
            "name": "Length1",
            "index": "1",
            "type": "numeric",
            "distinct": "116",
            "missing": "0",
            "min": "8",
            "max": "59",
            "mean": "26",
            "stdev": "10"
        },
        {
            "name": "Length2",
            "index": "2",
            "type": "numeric",
            "distinct": "93",
            "missing": "0",
            "min": "8",
            "max": "63",
            "mean": "28",
            "stdev": "11"
        },
        {
            "name": "Length3",
            "index": "3",
            "type": "numeric",
            "distinct": "124",
            "missing": "0",
            "min": "9",
            "max": "68",
            "mean": "31",
            "stdev": "12"
        },
        {
            "name": "Height",
            "index": "4",
            "type": "numeric",
            "distinct": "108",
            "missing": "0",
            "min": "15",
            "max": "45",
            "mean": "28",
            "stdev": "8"
        },
        {
            "name": "Width",
            "index": "5",
            "type": "numeric",
            "distinct": "66",
            "missing": "0",
            "min": "9",
            "max": "21",
            "mean": "14",
            "stdev": "2"
        },
        {
            "name": "Sex",
            "index": "6",
            "type": "nominal",
            "distinct": "2",
            "missing": "87",
            "distr": [
                [
                    "1",
                    "0"
                ],
                [
                    [
                        "10",
                        "6"
                    ],
                    [
                        "33",
                        "22"
                    ]
                ]
            ]
        }
    ],
    "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
}