{ "data_id": "6271", "name": "Weather", "exact_name": "Weather", "version": 36, "version_label": "example", "description": null, "format": "arff", "uploader": "Test Test", "uploader_id": 3229, "visibility": "public", "creator": "\"I. H. Witten, E. Frank, M. A. Hall, and ITPro\"", "contributor": null, "date": "2021-03-04 09:36:40", "update_comment": null, "last_update": "2021-03-04 09:36:40", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/test.openml.org\/data\/download\/23056\/dataset", "default_target_attribute": "play", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Weather", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 14, "NumberOfFeatures": 5, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 2, "NumberOfSymbolicFeatures": 3, "kNN1NAUC": 0.68888888888888899, "J48.001.Kappa": -0.36585365853658536, "MeanSkewnessOfNumericAtts": 0.093895435970685462, "Quartile1StdDevOfNumericAtts": 6.5716674586297499, "REPTreeDepth2AUC": 0.42222222222222222, "CfsSubsetEval_kNN1NErrRate": 0.42857142857142855, "kNN1NErrRate": 0.2857142857142857, "MajorityClassPercentage": 64.285714285714292, "MeanStdDevOfNumericAtts": 8.4284428503183921, "Quartile2AttributeEntropy": 0.78870314142617259, "REPTreeDepth2ErrRate": 0.35714285714285715, "CfsSubsetEval_kNN1NKappa": -0.13513513513513528, "kNN1NKappa": 0.37777777777777777, "MajorityClassSize": 9, "MinAttributeEntropy": -0, "Quartile2KurtosisOfNumericAtts": -1.1242658082955601, "REPTreeDepth2Kappa": 0, "ClassEntropy": 0.94028595867063092, "MaxAttributeEntropy": 1.5774062828523452, "MinKurtosisOfNumericAtts": -1.3690190502188155, "Quartile2MeansOfNumericAtts": 77.607142857142861, "REPTreeDepth3AUC": 0.42222222222222222, "DecisionStumpAUC": 0.29999999999999993, "MaxKurtosisOfNumericAtts": -0.87951256637230468, "MinMeansOfNumericAtts": 73.571428571428569, "Quartile2MutualInformation": 0.12337490988722, "REPTreeDepth3ErrRate": 0.35714285714285715, "DecisionStumpErrRate": 0.5714285714285714, "MaxMeansOfNumericAtts": 81.642857142857139, "MinMutualInformation": 0, "Quartile2SkewnessOfNumericAtts": 0.093895435970685476, "REPTreeDepth3Kappa": 0, "DecisionStumpKappa": -0.36585365853658536, "MaxMutualInformation": 0.24674981977443999, "MinNominalAttDistinctValues": 1, "PercentageOfBinaryFeatures": 40, "Quartile2StdDevOfNumericAtts": 8.4284428503183921, "RandomTreeDepth1AUC": 0.33333333333333331, "Dimensionality": 0.35714285714285715, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": -0.18120777292829435, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 1.5774062828523452, "RandomTreeDepth1ErrRate": 0.5714285714285714, "EquivalentNumberOfAtts": 7.6213709864523445, "MaxSkewnessOfNumericAtts": 0.36899864486966527, "MinStdDevOfNumericAtts": 6.5716674586297499, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": -0.87951256637230468, "AutoCorrelation": 0.53846153846153844, "RandomTreeDepth1Kappa": -0.36585365853658536, "J48.00001.AUC": 0.29999999999999993, "MaxStdDevOfNumericAtts": 10.285218242007035, "MinorityClassPercentage": 35.714285714285715, "PercentageOfNumericFeatures": 40, "Quartile3MeansOfNumericAtts": 81.642857142857139, "CfsSubsetEval_DecisionStumpAUC": 0.3444444444444445, "RandomTreeDepth2AUC": 0.33333333333333331, "J48.00001.ErrRate": 0.5714285714285714, "J48.00001.Kappa": -0.36585365853658536, "MeanAttributeEntropy": 0.78870314142617259, "MinorityClassSize": 5, "PercentageOfSymbolicFeatures": 60, "Quartile3MutualInformation": 0.24674981977443999, "CfsSubsetEval_DecisionStumpErrRate": 0.42857142857142855, "RandomTreeDepth2ErrRate": 0.5714285714285714, "J48.0001.AUC": 0.29999999999999993, "MeanKurtosisOfNumericAtts": -1.1242658082955601, "NaiveBayesAUC": 0.33333333333333331, "Quartile1AttributeEntropy": -0, "Quartile3SkewnessOfNumericAtts": 0.36899864486966527, "CfsSubsetEval_DecisionStumpKappa": -0.13513513513513528, "RandomTreeDepth2Kappa": -0.36585365853658536, "J48.0001.ErrRate": 0.5714285714285714, "MeanMeansOfNumericAtts": 77.607142857142861, "NaiveBayesErrRate": 0.42857142857142855, "Quartile1KurtosisOfNumericAtts": -1.3690190502188155, "Quartile3StdDevOfNumericAtts": 10.285218242007035, "CfsSubsetEval_NaiveBayesAUC": 0.3444444444444445, "RandomTreeDepth3AUC": 0.33333333333333331, "RandomTreeDepth3ErrRate": 0.5714285714285714, "J48.0001.Kappa": -0.36585365853658536, "MeanMutualInformation": 0.12337490988722, "NaiveBayesKappa": -0.02439024390243905, "Quartile1MeansOfNumericAtts": 73.571428571428569, "REPTreeDepth1AUC": 0.42222222222222222, "CfsSubsetEval_NaiveBayesErrRate": 0.42857142857142855, "RandomTreeDepth3Kappa": -0.36585365853658536, "J48.001.AUC": 0.29999999999999993, "MeanNoiseToSignalRatio": 5.3927352988313855, "NumberOfBinaryFeatures": 2, "Quartile1MutualInformation": 0, "REPTreeDepth1ErrRate": 0.35714285714285715, "CfsSubsetEval_NaiveBayesKappa": -0.13513513513513528, "StdvNominalAttDistinctValues": 1, "J48.001.ErrRate": 0.5714285714285714, "MeanNominalAttDistinctValues": 2, "Quartile1SkewnessOfNumericAtts": -0.18120777292829435, "REPTreeDepth1Kappa": 0, "CfsSubsetEval_kNN1NAUC": 0.3444444444444445 }, "tags": [], "features": [ { "name": "play", "index": "4", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "no", "yes" ], [ [ "5", "0" ], [ "0", "9" ] ] ] }, { "name": "outlook", "index": "0", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "overcast", "rainy", "sunny" ], [ [ "0", "4" ], [ "2", "3" ], [ "3", "2" ] ] ] }, { "name": "temperature", "index": "1", "type": "numeric", "distinct": "12", "missing": "0", "min": "64", "max": "85", "mean": "74", "stdev": "7" }, { "name": "humidity", "index": "2", "type": "numeric", "distinct": "10", "missing": "0", "min": "65", "max": "96", "mean": "82", "stdev": "10" }, { "name": "windy", "index": "3", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "True", "False" ], [ [ "5", "9" ], [ "0", "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 }