DEVELOPMENT... { "data_id": "23516", "name": "debutanizer", "exact_name": "debutanizer", "version": 1, "version_label": "1", "description": ""The debutanizer column is part of a desulfuring and naphtha splitter plant."\n\nu1 Top temperature\nu2 Top pressure\nu3 Reflux flow\nu4 Flow to next process\nu5 6th tray temperature\nu6 Bottom temperature\nu7 Bottom temperature\ny Butane content in the debutanizer bottoms (Naphtha splitter feed)\n\nSee Appendix A.3 of Fortuna, L., Graziani, S., Rizzo, A., Xibilia, M.G. "Fortuna, L., Graziani, S., Rizzo, A., Xibilia, M.G." (Springer 2007) for more info.", "format": "ARFF", "uploader": "unknown", "uploader_id": 225, "visibility": "public", "creator": "\"Fortuna\",\"L.\",\"Graziani\",\"S.\",\"Rizzo\",\"A.\",\"Xibilia\",\"M.G.\"", "contributor": null, "date": "2016-07-06 17:29:45", "update_comment": null, "last_update": "2016-07-06 17:29:45", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/2096280\/phpWT77lf", "default_target_attribute": "y", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "debutanizer", ""The debutanizer column is part of a desulfuring and naphtha splitter plant." u1 Top temperature u2 Top pressure u3 Reflux flow u4 Flow to next process u5 6th tray temperature u6 Bottom temperature u7 Bottom temperature y Butane content in the debutanizer bottoms (Naphtha splitter feed) See Appendix A.3 of Fortuna, L., Graziani, S., Rizzo, A., Xibilia, M.G. "Fortuna, L., Graziani, S., Rizzo, A., Xibilia, M.G." (Springer 2007) for more info. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 2394, "NumberOfFeatures": 8, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 8, "NumberOfSymbolicFeatures": 0, "AutoCorrelation": 0.9914700235185958, "CfsSubsetEval_DecisionStumpAUC": null, "CfsSubsetEval_DecisionStumpErrRate": null, "CfsSubsetEval_DecisionStumpKappa": null, "CfsSubsetEval_NaiveBayesAUC": null, "CfsSubsetEval_NaiveBayesErrRate": null, "CfsSubsetEval_NaiveBayesKappa": null, "CfsSubsetEval_kNN1NAUC": null, "CfsSubsetEval_kNN1NErrRate": null, "CfsSubsetEval_kNN1NKappa": null, "ClassEntropy": null, "DecisionStumpAUC": null, "DecisionStumpErrRate": null, "DecisionStumpKappa": null, "Dimensionality": 0.003341687552213868, "EquivalentNumberOfAtts": null, "J48.00001.AUC": null, "J48.00001.ErrRate": null, "J48.00001.Kappa": null, "J48.0001.AUC": null, "J48.0001.ErrRate": null, "J48.0001.Kappa": null, "J48.001.AUC": null, "J48.001.ErrRate": null, "J48.001.Kappa": null, "MajorityClassPercentage": null, "MajorityClassSize": null, "MaxAttributeEntropy": null, "MaxKurtosisOfNumericAtts": 49.47759749304932, "MaxMeansOfNumericAtts": 0.6678470752965747, "MaxMutualInformation": null, "MaxNominalAttDistinctValues": null, "MaxSkewnessOfNumericAtts": 1.7721836200925205, "MaxStdDevOfNumericAtts": 0.19858111562271405, "MeanAttributeEntropy": null, "MeanKurtosisOfNumericAtts": 8.143033918145223, "MeanMeansOfNumericAtts": 0.5152709366750208, "MeanMutualInformation": null, "MeanNoiseToSignalRatio": null, "MeanNominalAttDistinctValues": null, "MeanSkewnessOfNumericAtts": -0.6455436171994577, "MeanStdDevOfNumericAtts": 0.140251782084994, "MinAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.7938367128421162, "MinMeansOfNumericAtts": 0.26778780494569754, "MinMutualInformation": null, "MinNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -5.850543767470028, "MinStdDevOfNumericAtts": 0.05768951750399723, "MinorityClassPercentage": null, "MinorityClassSize": null, "NaiveBayesAUC": null, "NaiveBayesErrRate": null, "NaiveBayesKappa": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 100, "PercentageOfSymbolicFeatures": 0, "Quartile1AttributeEntropy": null, "Quartile1KurtosisOfNumericAtts": -0.33696986921782934, "Quartile1MeansOfNumericAtts": 0.3219074070373851, "Quartile1MutualInformation": null, "Quartile1SkewnessOfNumericAtts": -1.404371753674492, "Quartile1StdDevOfNumericAtts": 0.10912060780526298, "Quartile2AttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 2.9065874151106814, "Quartile2MeansOfNumericAtts": 0.5939316289995823, "Quartile2MutualInformation": null, "Quartile2SkewnessOfNumericAtts": -0.22867751698054678, "Quartile2StdDevOfNumericAtts": 0.1485899222253364, "Quartile3AttributeEntropy": null, "Quartile3KurtosisOfNumericAtts": 5.923348433884007, "Quartile3MeansOfNumericAtts": 0.6487501611591477, "Quartile3MutualInformation": null, "Quartile3SkewnessOfNumericAtts": 1.2811800661287662, "Quartile3StdDevOfNumericAtts": 0.17121731189652062, "REPTreeDepth1AUC": null, "REPTreeDepth1ErrRate": null, "REPTreeDepth1Kappa": null, "REPTreeDepth2AUC": null, "REPTreeDepth2ErrRate": null, "REPTreeDepth2Kappa": null, "REPTreeDepth3AUC": null, "REPTreeDepth3ErrRate": null, "REPTreeDepth3Kappa": null, "RandomTreeDepth1AUC": null, "RandomTreeDepth1ErrRate": null, "RandomTreeDepth1Kappa": null, "RandomTreeDepth2AUC": null, "RandomTreeDepth2ErrRate": null, "RandomTreeDepth2Kappa": null, "RandomTreeDepth3AUC": null, "RandomTreeDepth3ErrRate": null, "RandomTreeDepth3Kappa": null, "StdvNominalAttDistinctValues": null, "kNN1NAUC": null, "kNN1NErrRate": null, "kNN1NKappa": null }, "tags": [], "features": [ { "name": "y", "index": "7", "type": "numeric", "distinct": "2337", "missing": "0", "target": "1", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "u1", "index": "0", "type": "numeric", "distinct": "2329", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "u2", "index": "1", "type": "numeric", "distinct": "2027", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "u3", "index": "2", "type": "numeric", "distinct": "2355", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "u4", "index": "3", "type": "numeric", "distinct": "2387", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "u5", "index": "4", "type": "numeric", "distinct": "2372", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "u6", "index": "5", "type": "numeric", "distinct": "2277", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "u7", "index": "6", "type": "numeric", "distinct": "2252", "missing": "0", "min": "0", "max": "1", "mean": "1", "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 }