{
    "data_id": "1473",
    "name": "fertility",
    "exact_name": "fertility",
    "version": 1,
    "version_label": null,
    "description": "**Author**: David Gil, Jose Luis Girela\n   \n**Source**: UCI\n\n**Please cite**: David Gil, Jose Luis Girela, Joaquin De Juan, M. Jose Gomez-Torres, and Magnus Johnsson. Predicting seminal quality with artificial intelligence methods. Expert Systems with Applications, 39(16):12564 - 12573, 2012  \n\nSource:\n\nDavid Gil, \ndgil '@' dtic.ua.es, \nLucentia Research Group, Department of Computer Technology, University of Alicante \n\nJose Luis Girela, \ngirela '@' ua.es, \nDepartment of Biotechnology, University of Alicante\n\nAttribute Information:\n\nSeason in which the analysis was performed. 1) winter, 2) spring, 3) Summer, 4) fall. (-1, -0.33, 0.33, 1) \nAge at the time of analysis. 18-36 (0, 1) \nChildish diseases (ie , chicken pox, measles, mumps, polio) 1) yes, 2) no. (0, 1) \nAccident or serious trauma 1) yes, 2) no. (0, 1) \nSurgical intervention 1) yes, 2) no. (0, 1) \nHigh fevers in the last year 1) less than three months ago, 2) more than three months ago, 3) no. (-1, 0, 1) \nFrequency of alcohol consumption 1) several times a day, 2) every day, 3) several times a week, 4) once a week, 5) hardly ever or never (0, 1) \nSmoking habit 1) never, 2) occasional 3) daily. (-1, 0, 1) \nNumber of hours spent sitting per day ene-16 (0, 1) \nOutput: Diagnosis normal (N), altered (O) \n\n",
    "format": "ARFF",
    "uploader": "Rafael Gomes Mantovani",
    "uploader_id": 64,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2015-05-22 17:14:45",
    "update_comment": null,
    "last_update": "2015-11-09 20:37:07",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/1587930\/php9pgo5r",
    "kaggle_url": "https:\/\/www.kaggle.com\/datasets\/muhamedyoussry\/fertility-data-set",
    "default_target_attribute": "Class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 451,
    "suggest": {
        "input": [
            "fertility",
            "Source: David Gil, dgil '@' dtic.ua.es, Lucentia Research Group, Department of Computer Technology, University of Alicante Jose Luis Girela, girela '@' ua.es, Department of Biotechnology, University of Alicante Attribute Information: Season in which the analysis was performed. 1) winter, 2) spring, 3) Summer, 4) fall. (-1, -0.33, 0.33, 1) Age at the time of analysis. 18-36 (0, 1) Childish diseases (ie , chicken pox, measles, mumps, polio) 1) yes, 2) no. (0, 1) Accident or serious trauma 1) yes,  "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 100,
        "NumberOfFeatures": 10,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 9,
        "NumberOfSymbolicFeatures": 1,
        "Quartile2SkewnessOfNumericAtts": 0.24544399767467506,
        "REPTreeDepth3Kappa": 0,
        "DecisionStumpKappa": -0.018808777429466746,
        "MaxMeansOfNumericAtts": 0.8699999999999999,
        "MinMutualInformation": null,
        "Quartile2StdDevOfNumericAtts": 0.4988876515698589,
        "RandomTreeDepth1AUC": 0.6458333333333335,
        "Dimensionality": 0.1,
        "MaxMutualInformation": null,
        "MinNominalAttDistinctValues": 2,
        "PercentageOfBinaryFeatures": 10,
        "Quartile3AttributeEntropy": null,
        "RandomTreeDepth1ErrRate": 0.18,
        "EquivalentNumberOfAtts": null,
        "MaxNominalAttDistinctValues": 2,
        "MinSkewnessOfNumericAtts": -2.234045113605484,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": 0.6622338332906388,
        "AutoCorrelation": 0.7777777777777778,
        "RandomTreeDepth1Kappa": 0.25496688741721846,
        "J48.00001.AUC": 0.5,
        "MaxSkewnessOfNumericAtts": 0.7756240192915204,
        "MinStdDevOfNumericAtts": 0.12131851391350715,
        "PercentageOfMissingValues": 0,
        "Quartile3MeansOfNumericAtts": 0.7505,
        "CfsSubsetEval_DecisionStumpAUC": 0.5,
        "RandomTreeDepth2AUC": 0.6458333333333335,
        "J48.00001.ErrRate": 0.12,
        "MaxStdDevOfNumericAtts": 0.8087276451565161,
        "MinorityClassPercentage": 12,
        "PercentageOfNumericFeatures": 90,
        "Quartile3MutualInformation": null,
        "CfsSubsetEval_DecisionStumpErrRate": 0.12,
        "RandomTreeDepth2ErrRate": 0.18,
        "J48.00001.Kappa": 0,
        "MeanAttributeEntropy": null,
        "MinorityClassSize": 12,
        "PercentageOfSymbolicFeatures": 10,
        "Quartile3SkewnessOfNumericAtts": 0.6966024442363057,
        "CfsSubsetEval_DecisionStumpKappa": 0,
        "RandomTreeDepth2Kappa": 0.25496688741721846,
        "J48.0001.AUC": 0.5,
        "MeanKurtosisOfNumericAtts": -0.2700755678479731,
        "NaiveBayesAUC": 0.5085227272727273,
        "Quartile1AttributeEntropy": null,
        "Quartile1KurtosisOfNumericAtts": -1.705183663711313,
        "Quartile3StdDevOfNumericAtts": 0.6887386764567818,
        "CfsSubsetEval_NaiveBayesAUC": 0.5,
        "RandomTreeDepth3AUC": 0.6458333333333335,
        "J48.0001.ErrRate": 0.12,
        "MeanMeansOfNumericAtts": 0.3876555555555556,
        "NaiveBayesErrRate": 0.13,
        "Quartile1MeansOfNumericAtts": 0.055550000000000266,
        "REPTreeDepth1AUC": 0.5,
        "CfsSubsetEval_NaiveBayesErrRate": 0.12,
        "RandomTreeDepth3ErrRate": 0.18,
        "J48.0001.Kappa": 0,
        "MeanMutualInformation": null,
        "NaiveBayesKappa": -0.018808777429466746,
        "Quartile1MutualInformation": null,
        "REPTreeDepth1ErrRate": 0.12,
        "CfsSubsetEval_NaiveBayesKappa": 0,
        "RandomTreeDepth3Kappa": 0.25496688741721846,
        "J48.001.AUC": 0.5,
        "MeanNoiseToSignalRatio": null,
        "NumberOfBinaryFeatures": 1,
        "Quartile1SkewnessOfNumericAtts": -0.4391388369089963,
        "REPTreeDepth1Kappa": 0,
        "CfsSubsetEval_kNN1NAUC": 0.5,
        "StdvNominalAttDistinctValues": 0,
        "J48.001.ErrRate": 0.12,
        "MeanNominalAttDistinctValues": 2,
        "Quartile1StdDevOfNumericAtts": 0.1769480997446934,
        "REPTreeDepth2AUC": 0.5,
        "CfsSubsetEval_kNN1NErrRate": 0.12,
        "kNN1NAUC": 0.5435606060606061,
        "J48.001.Kappa": 0,
        "MeanSkewnessOfNumericAtts": -0.04385735300990688,
        "Quartile2AttributeEntropy": null,
        "REPTreeDepth2ErrRate": 0.12,
        "CfsSubsetEval_kNN1NKappa": 0,
        "kNN1NErrRate": 0.17,
        "MajorityClassPercentage": 88,
        "MeanStdDevOfNumericAtts": 0.4445248250920172,
        "Quartile2KurtosisOfNumericAtts": -0.24541549514965721,
        "REPTreeDepth2Kappa": 0,
        "ClassEntropy": 0.5293608652873644,
        "kNN1NKappa": 0.09766454352441598,
        "MajorityClassSize": 88,
        "MinAttributeEntropy": null,
        "Quartile2MeansOfNumericAtts": 0.44000000000000006,
        "REPTreeDepth3AUC": 0.5,
        "DecisionStumpAUC": 0.4564393939393939,
        "MaxAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -2.0395534607699597,
        "Quartile2MutualInformation": null,
        "REPTreeDepth3ErrRate": 0.12,
        "DecisionStumpErrRate": 0.13,
        "MaxKurtosisOfNumericAtts": 3.051597734447759,
        "MinMeansOfNumericAtts": -0.35000000000000003
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Health"
        },
        {
            "uploader": "2",
            "tag": "Kaggle"
        },
        {
            "uploader": "38960",
            "tag": "Medicine"
        },
        {
            "uploader": "3886",
            "tag": "mf_less_than_80"
        },
        {
            "uploader": "38960",
            "tag": "Research"
        },
        {
            "uploader": "3886",
            "tag": "study_123"
        },
        {
            "uploader": "4209",
            "tag": "study_127"
        },
        {
            "uploader": "64",
            "tag": "study_50"
        },
        {
            "uploader": "64",
            "tag": "study_52"
        },
        {
            "uploader": "64",
            "tag": "study_7"
        },
        {
            "uploader": "4209",
            "tag": "study_88"
        }
    ],
    "features": [
        {
            "name": "Class",
            "index": "9",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "1",
                    "2"
                ],
                [
                    [
                        "88",
                        "0"
                    ],
                    [
                        "0",
                        "12"
                    ]
                ]
            ]
        },
        {
            "name": "V1",
            "index": "0",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "-1",
            "max": "1",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "V2",
            "index": "1",
            "type": "numeric",
            "distinct": "18",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V3",
            "index": "2",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V4",
            "index": "3",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V5",
            "index": "4",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "V6",
            "index": "5",
            "type": "numeric",
            "distinct": "3",
            "missing": "0",
            "min": "-1",
            "max": "1",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "V7",
            "index": "6",
            "type": "numeric",
            "distinct": "5",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V8",
            "index": "7",
            "type": "numeric",
            "distinct": "3",
            "missing": "0",
            "min": "-1",
            "max": "1",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "V9",
            "index": "8",
            "type": "numeric",
            "distinct": "14",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "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
}