{ "data_id": "468", "name": "confidence", "exact_name": "confidence", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nCODING:\n\nITEM 1 = BUSINESS CONDIDIONS 6 MONTHS FROM NOW (CONFERENCE BOARD)\nITEM 2 = JOBS 6 MONTHS FROM NOW (CONFERENCE BOARD)\nITEM 3 = FAMILY INCOME 6 MONTHS FROM NOW (CONFERENCE BOARD)\nITEM 4 = BUSINESS CONDITIONS A YEAR FROM NOW (MICHIGAN)\nITEM 5 = JOBS DURING THE COMING 12 MONTHS (MICHIGAN)\nITEM 6 = FAMILY INCOME DURING THE NEXT 12 MONTHS (MICHIGAN)\n\nRESPONSE P = PESSIMISTIC\nRESPONSE N = NEUTRAL\nRESPONSE O = OPTIMISTIC\n\n\n1992 DATA:\n\n\n\n\nI AM GORDON BECHTEL AT E-MAIL BECHTEL AT NERVM.NERDC.UFL.EDU\nI AM WILLING TO HELP THOSE WHO HAVE PROBLEMS WITH THESE DATA.\n\n\n(3) THE CONFERENCE BOARD HAS GIVEN ITS PERMISSION TO PLACE ITS THREE\n\"6 MONTH\" ITEMS IN STATLIB.\nTHE SURVEY RESEARCH CENTER AT THE UNIVERSITY OF MICHIGAN HAS GIVEN\nITS PERMISSION TO PLACE ITS THREE \"12 MONTH\" ITEMS IN STATLIB.\n\n\nInformation about the dataset\nCLASSTYPE: nominal\nCLASSINDEX: 1", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2014-09-28 23:51:23", "update_comment": null, "last_update": "2014-09-28 23:51:23", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/52580\/confidence.arff", "default_target_attribute": "ITEM", "row_id_attribute": null, "ignore_attribute": null, "runs": 560, "suggest": { "input": [ "confidence", "CODING: ITEM 1 = BUSINESS CONDIDIONS 6 MONTHS FROM NOW (CONFERENCE BOARD) ITEM 2 = JOBS 6 MONTHS FROM NOW (CONFERENCE BOARD) ITEM 3 = FAMILY INCOME 6 MONTHS FROM NOW (CONFERENCE BOARD) ITEM 4 = BUSINESS CONDITIONS A YEAR FROM NOW (MICHIGAN) ITEM 5 = JOBS DURING THE COMING 12 MONTHS (MICHIGAN) ITEM 6 = FAMILY INCOME DURING THE NEXT 12 MONTHS (MICHIGAN) RESPONSE P = PESSIMISTIC RESPONSE N = NEUTRAL RESPONSE O = OPTIMISTIC 1992 DATA: I AM GORDON BECHTEL AT E-MAIL BECHTEL AT NERVM.NERDC.UFL.EDU I AM " ], "weight": 5 }, "qualities": { "NumberOfInstances": 72, "NumberOfFeatures": 4, "NumberOfClasses": 6, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 3, "NumberOfSymbolicFeatures": 1, "MeanSkewnessOfNumericAtts": 0.36526629316857817, "Quartile1StdDevOfNumericAtts": 250.28948347453579, "REPTreeDepth2AUC": 0.9258101851851852, "CfsSubsetEval_kNN1NErrRate": 0.2638888888888889, "kNN1NAUC": 0.8833333333333333, "J48.001.Kappa": 0.7000000000000001, "MeanStdDevOfNumericAtts": 506.4528097458814, "Quartile2AttributeEntropy": null, "REPTreeDepth2ErrRate": 0.25, "CfsSubsetEval_kNN1NKappa": 0.6833333333333335, "kNN1NErrRate": 0.19444444444444445, "MajorityClassPercentage": 16.666666666666664, "MinAttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": -1.2344096846588979, "REPTreeDepth2Kappa": 0.7000000000000001, "ClassEntropy": 2.584962500721156, "kNN1NKappa": 0.7666666666666667, "MajorityClassSize": 12, "MinKurtosisOfNumericAtts": -1.9917264192649018, "Quartile2MeansOfNumericAtts": 400.6402777777778, "REPTreeDepth3AUC": 0.9258101851851852, "DecisionStumpAUC": 0.7916666666666666, "MaxAttributeEntropy": null, "MinMeansOfNumericAtts": 338.5736111111111, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": 0.25, "DecisionStumpErrRate": 0.6666666666666666, "MaxKurtosisOfNumericAtts": -0.07187807201685992, "MinMutualInformation": null, "Quartile2SkewnessOfNumericAtts": 0.19548130061665525, "REPTreeDepth3Kappa": 0.7000000000000001, "DecisionStumpKappa": 0.19999999999999998, "MaxMeansOfNumericAtts": 1184.4402777777777, "MinNominalAttDistinctValues": 6, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 263.79990229101304, "RandomTreeDepth1AUC": 0.8249999999999998, "Dimensionality": 0.05555555555555555, "MaxMutualInformation": null, "MinSkewnessOfNumericAtts": 0.038438493748840855, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": 0.2916666666666667, "EquivalentNumberOfAtts": null, "MaxNominalAttDistinctValues": 6, "MinStdDevOfNumericAtts": 250.28948347453579, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": -0.07187807201685992, "AutoCorrelation": 0, "RandomTreeDepth1Kappa": 0.65, "J48.00001.AUC": 0.8953703703703704, "MaxSkewnessOfNumericAtts": 0.8618790851402385, "MinorityClassPercentage": 16.666666666666664, "PercentageOfNumericFeatures": 75, "Quartile3MeansOfNumericAtts": 1184.4402777777777, "CfsSubsetEval_DecisionStumpAUC": 0.8870370370370371, "RandomTreeDepth2AUC": 0.8249999999999998, "J48.00001.ErrRate": 0.25, "MaxStdDevOfNumericAtts": 1005.2690434720954, "MinorityClassSize": 12, "PercentageOfSymbolicFeatures": 25, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": 0.2638888888888889, "RandomTreeDepth2ErrRate": 0.2916666666666667, "J48.00001.Kappa": 0.7000000000000001, "MeanAttributeEntropy": null, "NaiveBayesAUC": 0.984722222222222, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 0.8618790851402385, "CfsSubsetEval_DecisionStumpKappa": 0.6833333333333335, "RandomTreeDepth2Kappa": 0.65, "J48.0001.AUC": 0.8953703703703704, "MeanKurtosisOfNumericAtts": -1.0993380586468866, "NaiveBayesErrRate": 0.16666666666666666, "Quartile1KurtosisOfNumericAtts": -1.9917264192649018, "Quartile3StdDevOfNumericAtts": 1005.2690434720954, "CfsSubsetEval_NaiveBayesAUC": 0.8870370370370371, "RandomTreeDepth3AUC": 0.8249999999999998, "J48.0001.ErrRate": 0.25, "MeanMeansOfNumericAtts": 641.2180555555556, "MeanMutualInformation": null, "NaiveBayesKappa": 0.8, "Quartile1MeansOfNumericAtts": 338.5736111111111, "REPTreeDepth1AUC": 0.9258101851851852, "CfsSubsetEval_NaiveBayesErrRate": 0.2638888888888889, "RandomTreeDepth3ErrRate": 0.2916666666666667, "J48.0001.Kappa": 0.7000000000000001, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "REPTreeDepth1ErrRate": 0.25, "CfsSubsetEval_NaiveBayesKappa": 0.6833333333333335, "RandomTreeDepth3Kappa": 0.65, "J48.001.AUC": 0.8953703703703704, "MeanNominalAttDistinctValues": 6, "Quartile1SkewnessOfNumericAtts": 0.038438493748840855, "REPTreeDepth1Kappa": 0.7000000000000001, "CfsSubsetEval_kNN1NAUC": 0.8870370370370371, "StdvNominalAttDistinctValues": 0, "J48.001.ErrRate": 0.25 }, "tags": [ { "tag": "study_1", "uploader": "2" }, { "tag": "study_123", "uploader": "3886" }, { "tag": "study_41", "uploader": "1" } ], "features": [ { "name": "ITEM", "index": "0", "type": "nominal", "distinct": "6", "missing": "0", "target": "1", "distr": [ [ "BUSINESS_CONDIDIONS_6_MONTHS_FROM_NOW", "BUSINESS_CONDITIONS_A_YEAR_FROM_NOW", "FAMILY_INCOME_6_MONTHS_FROM_NOW", "FAMILY_INCOME_DURING_THE_NEXT_12_MONTHS", "JOBS_6_MONTHS_FROM_NOW", "JOBS_DURING_THE_COMING_12_MONTHS" ], [ [ "12", "0", "0", "0", "0", "0" ], [ "0", "12", "0", "0", "0", "0" ], [ "0", "0", "12", "0", "0", "0" ], [ "0", "0", "0", "12", "0", "0" ], [ "0", "0", "0", "0", "12", "0" ], [ "0", "0", "0", "0", "0", "12" ] ] ] }, { "name": "P", "index": "1", "type": "numeric", "distinct": "67", "missing": "0", "min": "50", "max": "1052", "mean": "339", "stdev": "264" }, { "name": "N", "index": "2", "type": "numeric", "distinct": "67", "missing": "0", "min": "120", "max": "2567", "mean": "1184", "stdev": "1005" }, { "name": "O", "index": "3", "type": "numeric", "distinct": "70", "missing": "0", "min": "46", "max": "899", "mean": "401", "stdev": "250" } ], "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 }