{
    "data_id": "675",
    "name": "visualizing_slope",
    "exact_name": "visualizing_slope",
    "version": 1,
    "version_label": null,
    "description": "**Author**:   \n**Source**: Unknown - Date unknown  \n**Please cite**:   \n\nThis S dump contains 22 data sets from the\nbook Visualizing Data published by\nHobart Press (books@hobart.com).\nThe dump was created by data.dump()\nand can be read back into S by data.restore().\nThe name of each S data set is the name of\nthe data set used in the book. To find the\ndescription of the data set in the book look\nunder the entry - data, name - in the index.\nFor example, one data set is barley.\nTo find the description of barley, look\nin the index under the entry - data, barley.\n\nFile: ..\/data\/visualizing\/slope.csv\n\n\nInformation about the dataset\nCLASSTYPE: numeric\nCLASSINDEX: none specific",
    "format": "ARFF",
    "uploader": "Joaquin Vanschoren",
    "uploader_id": 2,
    "visibility": "public",
    "creator": "Hobart Press",
    "contributor": null,
    "date": "2014-10-04 13:54:09",
    "update_comment": "set target feature",
    "last_update": "2014-10-07 02:21:35",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/52975\/visualizing_slope.arff",
    "kaggle_url": null,
    "default_target_attribute": "resolution",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "visualizing_slope",
            "This S dump contains 22 data sets from the book Visualizing Data published by Hobart Press (books@hobart.com). The dump was created by data.dump() and can be read back into S by data.restore(). The name of each S data set is the name of the data set used in the book. To find the description of the data set in the book look under the entry - data, name - in the index. For example, one data set is barley. To find the description of barley, look in the index under the entry - data, barley. File: .. "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 44,
        "NumberOfFeatures": 4,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 4,
        "NumberOfSymbolicFeatures": 0,
        "MaxMutualInformation": null,
        "MinNominalAttDistinctValues": null,
        "PercentageOfBinaryFeatures": 0,
        "Quartile2StdDevOfNumericAtts": 8.637811251020892,
        "RandomTreeDepth1AUC": null,
        "Dimensionality": 0.09090909090909091,
        "MaxNominalAttDistinctValues": null,
        "MinSkewnessOfNumericAtts": -0.03882536337108629,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3AttributeEntropy": null,
        "RandomTreeDepth1ErrRate": null,
        "EquivalentNumberOfAtts": null,
        "MaxSkewnessOfNumericAtts": 0.9680809664159206,
        "MinStdDevOfNumericAtts": 4.349949681779486,
        "PercentageOfMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": 0.12238431463453714,
        "AutoCorrelation": -1.204514348837209,
        "RandomTreeDepth1Kappa": null,
        "J48.00001.AUC": null,
        "MaxStdDevOfNumericAtts": 15.994184989813395,
        "MinorityClassPercentage": null,
        "PercentageOfNumericFeatures": 100,
        "Quartile3MeansOfNumericAtts": 61.421308318181815,
        "CfsSubsetEval_DecisionStumpAUC": null,
        "RandomTreeDepth2AUC": null,
        "J48.00001.ErrRate": null,
        "MeanAttributeEntropy": null,
        "MinorityClassSize": null,
        "PercentageOfSymbolicFeatures": 0,
        "Quartile3MutualInformation": null,
        "CfsSubsetEval_DecisionStumpErrRate": null,
        "RandomTreeDepth2ErrRate": null,
        "J48.00001.Kappa": null,
        "MeanKurtosisOfNumericAtts": -0.676609298366134,
        "NaiveBayesAUC": null,
        "Quartile1AttributeEntropy": null,
        "Quartile3SkewnessOfNumericAtts": 0.9574188589534095,
        "CfsSubsetEval_DecisionStumpKappa": null,
        "RandomTreeDepth2Kappa": null,
        "J48.0001.AUC": null,
        "MeanMeansOfNumericAtts": 27.731163827272727,
        "NaiveBayesErrRate": null,
        "Quartile1KurtosisOfNumericAtts": -1.442333010541604,
        "Quartile3StdDevOfNumericAtts": 15.05984324331458,
        "CfsSubsetEval_NaiveBayesAUC": null,
        "RandomTreeDepth3AUC": null,
        "J48.0001.ErrRate": null,
        "MeanMutualInformation": null,
        "NaiveBayesKappa": null,
        "Quartile1MeansOfNumericAtts": 6.7485180045454545,
        "REPTreeDepth1AUC": null,
        "CfsSubsetEval_NaiveBayesErrRate": null,
        "RandomTreeDepth3ErrRate": null,
        "J48.0001.Kappa": null,
        "MeanNoiseToSignalRatio": null,
        "NumberOfBinaryFeatures": 0,
        "Quartile1MutualInformation": null,
        "REPTreeDepth1ErrRate": null,
        "CfsSubsetEval_NaiveBayesKappa": null,
        "RandomTreeDepth3Kappa": null,
        "J48.001.AUC": null,
        "MeanNominalAttDistinctValues": null,
        "Quartile1SkewnessOfNumericAtts": -0.029119022528314716,
        "REPTreeDepth1Kappa": null,
        "CfsSubsetEval_kNN1NAUC": null,
        "StdvNominalAttDistinctValues": null,
        "J48.001.ErrRate": null,
        "J48.001.Kappa": null,
        "MeanSkewnessOfNumericAtts": 0.4636720349026776,
        "Quartile1StdDevOfNumericAtts": 4.517163385890526,
        "REPTreeDepth2AUC": null,
        "CfsSubsetEval_kNN1NErrRate": null,
        "kNN1NAUC": null,
        "MajorityClassPercentage": null,
        "MeanStdDevOfNumericAtts": 9.404939293408665,
        "Quartile2AttributeEntropy": null,
        "REPTreeDepth2ErrRate": null,
        "CfsSubsetEval_kNN1NKappa": null,
        "kNN1NErrRate": null,
        "MajorityClassSize": null,
        "MinAttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": -0.7098791991913356,
        "REPTreeDepth2Kappa": null,
        "ClassEntropy": null,
        "kNN1NKappa": null,
        "MaxAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -1.516083967597864,
        "Quartile2MeansOfNumericAtts": 15.023665159090907,
        "REPTreeDepth3AUC": null,
        "DecisionStumpAUC": null,
        "MaxKurtosisOfNumericAtts": 0.22940517251599868,
        "MinMeansOfNumericAtts": 5.8773249909090906,
        "Quartile2MutualInformation": null,
        "REPTreeDepth3ErrRate": null,
        "DecisionStumpErrRate": null,
        "MaxMeansOfNumericAtts": 75,
        "MinMutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": 0.46271626828293816,
        "REPTreeDepth3Kappa": null,
        "DecisionStumpKappa": null
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Environment"
        },
        {
            "uploader": "38960",
            "tag": "Statistics"
        },
        {
            "uploader": "24659",
            "tag": "StatLib"
        },
        {
            "uploader": "38960",
            "tag": "Visualization"
        }
    ],
    "features": [
        {
            "name": "resolution",
            "index": "3",
            "type": "numeric",
            "distinct": "41",
            "missing": "0",
            "target": "1",
            "min": "0",
            "max": "19",
            "mean": "6",
            "stdev": "5"
        },
        {
            "name": "error",
            "index": "0",
            "type": "numeric",
            "distinct": "44",
            "missing": "0",
            "min": "3",
            "max": "19",
            "mean": "9",
            "stdev": "4"
        },
        {
            "name": "percent",
            "index": "1",
            "type": "numeric",
            "distinct": "11",
            "missing": "0",
            "min": "50",
            "max": "100",
            "mean": "75",
            "stdev": "16"
        },
        {
            "name": "distance",
            "index": "2",
            "type": "numeric",
            "distinct": "44",
            "missing": "0",
            "min": "0",
            "max": "37",
            "mean": "21",
            "stdev": "12"
        }
    ],
    "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
}