DEVELOPMENT... { "data_id": "130", "name": "BNG(segment)", "exact_name": "BNG(segment)", "version": 1, "version_label": "1", "description": "", "format": "ARFF", "uploader": "unknown", "uploader_id": 1, "visibility": "public", "creator": "\"Geoffrey Holmes\",\"Bernhard Pfahringer\",\"Jan van Rijn\",\"Joaquin Vanschoren\"", "contributor": null, "date": "2014-04-08 13:25:12", "update_comment": null, "last_update": "2014-04-08 13:25:12", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1852\/BayesianNetworkGenerator_segment.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 211, "suggest": { "input": [ "BNG(segment)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 20, "NumberOfClasses": 7, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 0, "NumberOfSymbolicFeatures": 20, "AutoCorrelation": 0.142979142979143, "CfsSubsetEval_DecisionStumpAUC": 0.9789528251461496, "CfsSubsetEval_DecisionStumpErrRate": 0.133998, "CfsSubsetEval_DecisionStumpKappa": 0.8436687361821857, "CfsSubsetEval_NaiveBayesAUC": 0.9789528251461496, "CfsSubsetEval_NaiveBayesErrRate": 0.133998, "CfsSubsetEval_NaiveBayesKappa": 0.8436687361821857, "CfsSubsetEval_kNN1NAUC": 0.9789528251461496, "CfsSubsetEval_kNN1NErrRate": 0.133998, "CfsSubsetEval_kNN1NKappa": 0.8436687361821857, "ClassEntropy": 2.8073499433070728, "DecisionStumpAUC": 0.707678762350792, "DecisionStumpErrRate": 0.729647, "DecisionStumpKappa": 0.14832474058155581, "Dimensionality": 2.0e-5, "EquivalentNumberOfAtts": 6.7208812585911035, "J48.00001.AUC": 0.9785864641682025, "J48.00001.ErrRate": 0.124388, "J48.00001.Kappa": 0.854880280357199, "J48.0001.AUC": 0.9785864641682025, "J48.0001.ErrRate": 0.124388, "J48.0001.Kappa": 0.854880280357199, "J48.001.AUC": 0.9785864641682025, "J48.001.ErrRate": 0.124388, "J48.001.Kappa": 0.854880280357199, "MajorityClassPercentage": 14.3586, "MajorityClassSize": 143586, "MaxAttributeEntropy": 1.5841826910458574, "MaxKurtosisOfNumericAtts": null, "MaxMeansOfNumericAtts": null, "MaxMutualInformation": 0.91257989664994, "MaxNominalAttDistinctValues": 7, "MaxSkewnessOfNumericAtts": null, "MaxStdDevOfNumericAtts": null, "MeanAttributeEntropy": 0.8758223591349694, "MeanKurtosisOfNumericAtts": null, "MeanMeansOfNumericAtts": null, "MeanMutualInformation": 0.4177056304511437, "MeanNoiseToSignalRatio": 1.096745399838245, "MeanNominalAttDistinctValues": 3.1, "MeanSkewnessOfNumericAtts": null, "MeanStdDevOfNumericAtts": null, "MinAttributeEntropy": -0, "MinKurtosisOfNumericAtts": null, "MinMeansOfNumericAtts": null, "MinMutualInformation": 0, "MinNominalAttDistinctValues": 1, "MinSkewnessOfNumericAtts": null, "MinStdDevOfNumericAtts": null, "MinorityClassPercentage": 14.2366, "MinorityClassSize": 142366, "NaiveBayesAUC": 0.9671515527242189, "NaiveBayesErrRate": 0.193344, "NaiveBayesKappa": 0.7744375857906333, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 0, "PercentageOfSymbolicFeatures": 100, "Quartile1AttributeEntropy": 0.17373496290160417, "Quartile1KurtosisOfNumericAtts": null, "Quartile1MeansOfNumericAtts": null, "Quartile1MutualInformation": 0.01407696591543, "Quartile1SkewnessOfNumericAtts": null, "Quartile1StdDevOfNumericAtts": null, "Quartile2AttributeEntropy": 1.114440679801471, "Quartile2KurtosisOfNumericAtts": null, "Quartile2MeansOfNumericAtts": null, "Quartile2MutualInformation": 0.57215628862039, "Quartile2SkewnessOfNumericAtts": null, "Quartile2StdDevOfNumericAtts": null, "Quartile3AttributeEntropy": 1.3991608480779012, "Quartile3KurtosisOfNumericAtts": null, "Quartile3MeansOfNumericAtts": null, "Quartile3MutualInformation": 0.71328319128313, "Quartile3SkewnessOfNumericAtts": null, "Quartile3StdDevOfNumericAtts": null, "REPTreeDepth1AUC": 0.9818296451709059, "REPTreeDepth1ErrRate": 0.125349, "REPTreeDepth1Kappa": 0.8537591042533197, "REPTreeDepth2AUC": 0.9818296451709059, "REPTreeDepth2ErrRate": 0.125349, "REPTreeDepth2Kappa": 0.8537591042533197, "REPTreeDepth3AUC": 0.9818296451709059, "REPTreeDepth3ErrRate": 0.125349, "REPTreeDepth3Kappa": 0.8537591042533197, "RandomTreeDepth1AUC": 0.9743697507237368, "RandomTreeDepth1ErrRate": 0.127264, "RandomTreeDepth1Kappa": 0.8515249173278785, "RandomTreeDepth2AUC": 0.9743697507237368, "RandomTreeDepth2ErrRate": 0.127264, "RandomTreeDepth2Kappa": 0.8515249173278785, "RandomTreeDepth3AUC": 0.9743697507237368, "RandomTreeDepth3ErrRate": 0.127264, "RandomTreeDepth3Kappa": 0.8515249173278785, "StdvNominalAttDistinctValues": 1.0208355710680808, "kNN1NAUC": 0.9820820253579292, "kNN1NErrRate": 0.12519, "kNN1NKappa": 0.8539444433963438 }, "tags": [ { "tag": "artificial", "uploader": "2" }, { "tag": "BNG", "uploader": "1" } ], "features": [ { "name": "class", "index": "19", "type": "nominal", "distinct": "7", "missing": "0", "target": "1", "distr": [ [ "brickface", "sky", "foliage", "cement", "window", "path", "grass" ], [ [ "142988", "0", "0", "0", "0", "0", "0" ], [ "0", "143586", "0", "0", "0", "0", "0" ], [ "0", "0", "142876", "0", "0", "0", "0" ], [ "0", "0", "0", "143028", "0", "0", "0" ], [ "0", "0", "0", "0", "142502", "0", "0" ], [ "0", "0", "0", "0", "0", "142366", "0" ], [ "0", "0", "0", "0", "0", "0", "142654" ] ] ] }, { "name": "rawred-mean", "index": "10", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "141440", "747", "138004", "86090", "140803", "80205", "141106" ], [ "805", "21617", "3877", "56160", "837", "61056", "766" ], [ "743", "121222", "995", "778", "862", "1105", "782" ] ] ] }, { "name": "hue-mean", "index": "18", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "94456", "138675", "135143", "137045", "121068", "136672", "3278" ], [ "46374", "2476", "4982", "2988", "19456", "2889", "2885" ], [ "2158", "2435", "2751", "2995", "1978", "2805", "136491" ] ] ] }, { "name": "saturation-mean", "index": "17", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "1739", "132896", "9831", "103335", "33462", "135313", "18792" ], [ "137315", "8442", "31204", "36278", "71638", "4300", "122133" ], [ "3934", "2248", "101841", "3415", "37402", "2753", "1729" ] ] ] }, { "name": "value-mean", "index": "16", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "141395", "858", "133392", "60896", "140640", "27680", "141050" ], [ "787", "793", "8535", "81195", "901", "113642", "789" ], [ "806", "141935", "949", "937", "961", "1044", "815" ] ] ] }, { "name": "exgreen-mean", "index": "15", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "66979", "75672", "6742", "90113", "2553", "106546", "1914" ], [ "73989", "65347", "132036", "48846", "137852", "32407", "5452" ], [ "2020", "2567", "4098", "4069", "2097", "3413", "135288" ] ] ] }, { "name": "exblue-mean", "index": "14", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "107191", "2047", "112274", "20616", "94848", "6607", "139491" ], [ "34258", "78011", "27102", "114385", "46009", "133500", "1603" ], [ "1539", "63528", "3500", "8027", "1645", "2259", "1560" ] ] ] }, { "name": "exred-mean", "index": "13", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "1311", "101981", "3764", "3002", "1416", "2284", "1274" ], [ "2214", "39983", "45870", "109654", "47520", "126346", "56069" ], [ "139463", "1622", "93242", "30372", "93566", "13736", "85311" ] ] ] }, { "name": "rawgreen-mean", "index": "12", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "141542", "643", "138152", "93595", "140975", "94417", "141178" ], [ "684", "19528", "3866", "48755", "792", "47194", "740" ], [ "762", "123415", "858", "678", "735", "755", "736" ] ] ] }, { "name": "rawblue-mean", "index": "11", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "141203", "897", "133039", "60646", "140395", "28175", "140923" ], [ "872", "934", "8201", "80962", "1073", "112417", "863" ], [ "913", "141755", "1636", "1420", "1034", "1774", "868" ] ] ] }, { "name": "region-centroid-col", "index": "0", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "72194", "42185", "79918", "44810", "26385", "38281", "45031" ], [ "52517", "49346", "39023", "50487", "38513", "48235", "48878" ], [ "18277", "52055", "23935", "47731", "77604", "55850", "48745" ] ] ] }, { "name": "intensity-mean", "index": "9", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "141322", "871", "136731", "77703", "140558", "52474", "141007" ], [ "815", "10525", "4533", "64120", "993", "87833", "822" ], [ "851", "132190", "1612", "1205", "951", "2059", "825" ] ] ] }, { "name": "hedge-sd", "index": "8", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "141858", "142472", "138674", "141458", "141159", "141225", "141615" ], [ "581", "553", "2329", "780", "686", "571", "495" ], [ "549", "561", "1873", "790", "657", "570", "544" ] ] ] }, { "name": "hedge-mean", "index": "7", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "141973", "142572", "132994", "138538", "140702", "137589", "141717" ], [ "510", "497", "6275", "3497", "1126", "4313", "482" ], [ "505", "517", "3607", "993", "674", "464", "455" ] ] ] }, { "name": "vegde-sd", "index": "6", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "142279", "142886", "137654", "141388", "141550", "141659", "141983" ], [ "324", "349", "3008", "1050", "498", "355", "355" ], [ "385", "351", "2214", "590", "454", "352", "316" ] ] ] }, { "name": "vedge-mean", "index": "5", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "142563", "143159", "131183", "135714", "141224", "141942", "142242" ], [ "212", "213", "6379", "5309", "609", "209", "217" ], [ "213", "214", "5314", "2005", "669", "215", "195" ] ] ] }, { "name": "short-line-density-2", "index": "4", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "141257", "142703", "127327", "139077", "137391", "129648", "140487" ], [ "1535", "648", "14878", "2876", "4898", "10721", "1516" ], [ "196", "235", "671", "1075", "213", "1997", "651" ] ] ] }, { "name": "short-line-density-5", "index": "3", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "139255", "143162", "142471", "140403", "141635", "141940", "140009" ], [ "3094", "220", "208", "2431", "640", "220", "2431" ], [ "639", "204", "197", "194", "227", "206", "214" ] ] ] }, { "name": "region-pixel-count", "index": "2", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "'All'" ], [ [ "142988", "143586", "142876", "143028", "142502", "142366", "142654" ] ] ] }, { "name": "region-centroid-row", "index": "1", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "'B1of3'", "'B2of3'", "'B3of3'" ], [ [ "48036", "135327", "33010", "58783", "39006", "200", "212" ], [ "94727", "8033", "109621", "84046", "103289", "15173", "19937" ], [ "225", "226", "245", "199", "207", "126993", "122505" ] ] ] } ], "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 }