{
    "data_id": "804",
    "name": "hutsof99_logis",
    "exact_name": "hutsof99_logis",
    "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 14:33:54",
    "update_comment": null,
    "last_update": "2014-10-04 14:33:54",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/53338\/hutsof99_logis.arff",
    "default_target_attribute": "binaryClass",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 782,
    "suggest": {
        "input": [
            "hutsof99_logis",
            "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": 70,
        "NumberOfFeatures": 8,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 3,
        "NumberOfSymbolicFeatures": 5,
        "REPTreeDepth3Kappa": 0.3137254901960784,
        "DecisionStumpKappa": 0.3170731707317073,
        "MaxMeansOfNumericAtts": 46.75714285714285,
        "MinMutualInformation": 0.00945009904098,
        "Quartile2SkewnessOfNumericAtts": 0.23287333435366384,
        "RandomTreeDepth1AUC": 0.6548202614379085,
        "Dimensionality": 0.11428571428571428,
        "MaxMutualInformation": 0.13634984837961,
        "MinNominalAttDistinctValues": 2,
        "PercentageOfBinaryFeatures": 50,
        "Quartile2StdDevOfNumericAtts": 0.8457505028337128,
        "RandomTreeDepth1ErrRate": 0.35714285714285715,
        "EquivalentNumberOfAtts": 13.464417552886074,
        "MaxNominalAttDistinctValues": 4,
        "MinSkewnessOfNumericAtts": 0.2104687914455475,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3AttributeEntropy": 1.7495582985540665,
        "RandomTreeDepth1Kappa": 0.2857142857142858,
        "J48.00001.AUC": 0.6875,
        "MaxSkewnessOfNumericAtts": 0.23759060759453002,
        "MinStdDevOfNumericAtts": 0.8401335913685131,
        "PercentageOfMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": -0.24801291127302383,
        "AutoCorrelation": 0.9855072463768116,
        "RandomTreeDepth2AUC": 0.6548202614379085,
        "J48.00001.ErrRate": 0.35714285714285715,
        "MaxStdDevOfNumericAtts": 25.329387019643608,
        "MinorityClassPercentage": 48.57142857142857,
        "PercentageOfNumericFeatures": 37.5,
        "Quartile3MeansOfNumericAtts": 46.75714285714285,
        "CfsSubsetEval_DecisionStumpAUC": 0.6756535947712419,
        "RandomTreeDepth2ErrRate": 0.35714285714285715,
        "J48.00001.Kappa": 0.2786479802143448,
        "MeanAttributeEntropy": 1.2479370390216138,
        "MinorityClassSize": 34,
        "PercentageOfSymbolicFeatures": 62.5,
        "Quartile3MutualInformation": 0.12422673041306251,
        "CfsSubsetEval_DecisionStumpErrRate": 0.37142857142857144,
        "RandomTreeDepth2Kappa": 0.2857142857142858,
        "J48.0001.AUC": 0.6875,
        "MeanKurtosisOfNumericAtts": -0.5157829886688602,
        "NaiveBayesAUC": 0.8169934640522877,
        "Quartile1AttributeEntropy": 0.9954311705175778,
        "Quartile3SkewnessOfNumericAtts": 0.23759060759453002,
        "CfsSubsetEval_DecisionStumpKappa": 0.25774877650897227,
        "RandomTreeDepth3AUC": 0.6548202614379085,
        "J48.0001.ErrRate": 0.35714285714285715,
        "MeanMeansOfNumericAtts": 17.453571428571426,
        "NaiveBayesErrRate": 0.2857142857142857,
        "Quartile1KurtosisOfNumericAtts": -0.856574892763212,
        "Quartile3StdDevOfNumericAtts": 25.329387019643608,
        "CfsSubsetEval_NaiveBayesAUC": 0.6756535947712419,
        "RandomTreeDepth3ErrRate": 0.35714285714285715,
        "J48.0001.Kappa": 0.2786479802143448,
        "MeanMutualInformation": 0.0742260896777175,
        "NaiveBayesKappa": 0.42716857610474634,
        "Quartile1MeansOfNumericAtts": 2.794,
        "REPTreeDepth1AUC": 0.7075163398692811,
        "CfsSubsetEval_NaiveBayesErrRate": 0.37142857142857144,
        "RandomTreeDepth3Kappa": 0.2857142857142858,
        "J48.001.AUC": 0.6875,
        "MeanNoiseToSignalRatio": 15.81264693371341,
        "NumberOfBinaryFeatures": 4,
        "Quartile1MutualInformation": 0.02289933297495,
        "REPTreeDepth1ErrRate": 0.34285714285714286,
        "CfsSubsetEval_NaiveBayesKappa": 0.25774877650897227,
        "CfsSubsetEval_kNN1NAUC": 0.6756535947712419,
        "StdvNominalAttDistinctValues": 0.8944271909999159,
        "J48.001.ErrRate": 0.35714285714285715,
        "MeanNominalAttDistinctValues": 2.4,
        "Quartile1SkewnessOfNumericAtts": 0.2104687914455475,
        "REPTreeDepth1Kappa": 0.3137254901960784,
        "CfsSubsetEval_kNN1NErrRate": 0.37142857142857144,
        "kNN1NAUC": 0.5694444444444445,
        "J48.001.Kappa": 0.2786479802143448,
        "MeanSkewnessOfNumericAtts": 0.22697757779791378,
        "Quartile1StdDevOfNumericAtts": 0.8401335913685131,
        "REPTreeDepth2AUC": 0.7075163398692811,
        "CfsSubsetEval_kNN1NKappa": 0.25774877650897227,
        "kNN1NErrRate": 0.42857142857142855,
        "MajorityClassPercentage": 51.42857142857142,
        "MeanStdDevOfNumericAtts": 9.005090371281945,
        "Quartile2AttributeEntropy": 0.9988216479931968,
        "REPTreeDepth2ErrRate": 0.34285714285714286,
        "ClassEntropy": 0.9994110647387553,
        "kNN1NKappa": 0.13934426229508187,
        "MajorityClassSize": 36,
        "MinAttributeEntropy": 0.9946937953613058,
        "Quartile2KurtosisOfNumericAtts": -0.44276116197034465,
        "REPTreeDepth2Kappa": 0.3137254901960784,
        "REPTreeDepth3AUC": 0.7075163398692811,
        "DecisionStumpAUC": 0.6793300653594772,
        "MaxAttributeEntropy": 1.9994110647387553,
        "MinKurtosisOfNumericAtts": -0.856574892763212,
        "Quartile2MeansOfNumericAtts": 2.8095714285714286,
        "REPTreeDepth3ErrRate": 0.34285714285714286,
        "DecisionStumpErrRate": 0.34285714285714286,
        "MaxKurtosisOfNumericAtts": -0.24801291127302383,
        "MinMeansOfNumericAtts": 2.794,
        "Quartile2MutualInformation": 0.07555220564514001
    },
    "tags": [
        {
            "uploader": "1",
            "tag": "binarized"
        },
        {
            "uploader": "38960",
            "tag": "Chemistry"
        },
        {
            "uploader": "38960",
            "tag": "Life Science"
        },
        {
            "uploader": "1",
            "tag": "mythbusting_1"
        },
        {
            "uploader": "2",
            "tag": "study_1"
        },
        {
            "uploader": "3886",
            "tag": "study_123"
        },
        {
            "uploader": "939",
            "tag": "study_15"
        },
        {
            "uploader": "939",
            "tag": "study_20"
        },
        {
            "uploader": "1",
            "tag": "study_41"
        }
    ],
    "features": [
        {
            "name": "binaryClass",
            "index": "7",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "P",
                    "N"
                ],
                [
                    [
                        "34",
                        "0"
                    ],
                    [
                        "0",
                        "36"
                    ]
                ]
            ]
        },
        {
            "name": "Age",
            "index": "0",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "23",
                        "9"
                    ],
                    [
                        "11",
                        "27"
                    ]
                ]
            ]
        },
        {
            "name": "Gender",
            "index": "1",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "19",
                        "16"
                    ],
                    [
                        "15",
                        "20"
                    ]
                ]
            ]
        },
        {
            "name": "Location",
            "index": "2",
            "type": "nominal",
            "distinct": "4",
            "missing": "0",
            "distr": [
                [
                    "1",
                    "2",
                    "3",
                    "4"
                ],
                [
                    [
                        "10",
                        "8"
                    ],
                    [
                        "9",
                        "8"
                    ],
                    [
                        "11",
                        "7"
                    ],
                    [
                        "4",
                        "13"
                    ]
                ]
            ]
        },
        {
            "name": "Coherence",
            "index": "3",
            "type": "numeric",
            "distinct": "61",
            "missing": "0",
            "min": "1",
            "max": "5",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "Maturity",
            "index": "4",
            "type": "numeric",
            "distinct": "61",
            "missing": "0",
            "min": "1",
            "max": "5",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "Delay",
            "index": "5",
            "type": "numeric",
            "distinct": "50",
            "missing": "0",
            "min": "2",
            "max": "102",
            "mean": "47",
            "stdev": "25"
        },
        {
            "name": "Prosecute",
            "index": "6",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "24",
                        "13"
                    ],
                    [
                        "10",
                        "23"
                    ]
                ]
            ]
        }
    ],
    "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
}