{
    "data_id": "84",
    "name": "steel-plates-fault",
    "exact_name": "steel-plates-fault",
    "version": 1,
    "version_label": null,
    "description": "**Author**: Semeion, Research Center of Sciences of Communication, Rome, Italy.     \n**Source**: UCI     \n**Please cite**: Dataset provided by Semeion, Research Center of Sciences of Communication, Via Sersale 117, 00128, Rome, Italy. \n(www.semeion.it)   \n\n\n* Title: Steel Plates Faults Data Set \n\n* Abstract: \n\nA dataset of steel plates' faults, classified into 7 different types. The goal was to train machine learning for automatic pattern recognition.\n\n* Source:\n\nSemeion, Research Center of Sciences of Communication, Via Sersale 117, 00128, Rome, Italy. \nwww.semeion.it\n\n\n* Data Set Information:\n\nType of dependent variables (7 Types of Steel Plates Faults): \n1.Pastry \n2.Z_Scratch \n3.K_Scatch \n4.Stains \n5.Dirtiness \n6.Bumps \n7.Other_Faults \n\n\nAttribute Information:\n\n27 independent variables: \nX_Minimum \nX_Maximum \nY_Minimum \nY_Maximum \nPixels_Areas \nX_Perimeter \nY_Perimeter \nSum_of_Luminosity \nMinimum_of_Luminosity \nMaximum_of_Luminosity \nLength_of_Conveyer \nTypeOfSteel_A300 \nTypeOfSteel_A400 \nSteel_Plate_Thickness \nEdges_Index \nEmpty_Index \nSquare_Index \nOutside_X_Index \nEdges_X_Index \nEdges_Y_Index \nOutside_Global_Index \nLogOfAreas \nLog_X_Index \nLog_Y_Index \nOrientation_Index \nLuminosity_Index \nSigmoidOfAreas \n\n\n* Relevant Papers:\n\n1.M Buscema, S Terzi, W Tastle, A New Meta-Classifier,in NAFIPS 2010, Toronto (CANADA),26-28 July 2010, 978-1-4244-7858-6\/10 \u00c2\u00a92010 IEEE \n2.M Buscema, MetaNet: The Theory of Independent Judges, in Substance Use & Misuse, 33(2), 439-461,1998\n\n",
    "format": "ARFF",
    "uploader": "Rafael Gomes Mantovani",
    "uploader_id": 64,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2015-05-25 22:42:40",
    "update_comment": null,
    "last_update": "2015-11-09 20:17:37",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/1592296\/php9xWOpn",
    "default_target_attribute": "Class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "steel-plates-fault",
            "(www.semeion.it) * Title: Steel Plates Faults Data Set * Abstract: A dataset of steel plates' faults, classified into 7 different types. The goal was to train machine learning for automatic pattern recognition. * Source: Semeion, Research Center of Sciences of Communication, Via Sersale 117, 00128, Rome, Italy. www.semeion.it * Data Set Information: Type of dependent variables (7 Types of Steel Plates Faults): 1.Pastry 2.Z_Scratch 3.K_Scatch 4.Stains 5.Dirtiness 6.Bumps 7.Other_Faults Attribute  "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 1941,
        "NumberOfFeatures": 34,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 33,
        "NumberOfSymbolicFeatures": 1,
        "AutoCorrelation": 0.9994845360824742,
        "CfsSubsetEval_DecisionStumpAUC": 0.9957450747863749,
        "CfsSubsetEval_DecisionStumpErrRate": 0.01287995878413189,
        "CfsSubsetEval_DecisionStumpKappa": 0.9716573320335522,
        "CfsSubsetEval_NaiveBayesAUC": 0.9957450747863749,
        "CfsSubsetEval_NaiveBayesErrRate": 0.01287995878413189,
        "CfsSubsetEval_NaiveBayesKappa": 0.9716573320335522,
        "CfsSubsetEval_kNN1NAUC": 0.9957450747863749,
        "CfsSubsetEval_kNN1NErrRate": 0.01287995878413189,
        "CfsSubsetEval_kNN1NKappa": 0.9716573320335522,
        "ClassEntropy": 0.9311123348674444,
        "DecisionStumpAUC": 0.649386428300233,
        "DecisionStumpErrRate": 0.3467284904688305,
        "DecisionStumpKappa": 0,
        "Dimensionality": 0.01751674394641937,
        "EquivalentNumberOfAtts": null,
        "J48.00001.AUC": 1,
        "J48.00001.ErrRate": 0,
        "J48.00001.Kappa": 1,
        "J48.0001.AUC": 1,
        "J48.0001.ErrRate": 0,
        "J48.0001.Kappa": 1,
        "J48.001.AUC": 1,
        "J48.001.ErrRate": 0,
        "J48.001.Kappa": 1,
        "MajorityClassPercentage": 65.32715095311696,
        "MajorityClassSize": 1268,
        "MaxAttributeEntropy": null,
        "MaxKurtosisOfNumericAtts": 1663.0518475718168,
        "MaxMeansOfNumericAtts": 1650738.7053065428,
        "MaxMutualInformation": null,
        "MaxNominalAttDistinctValues": 2,
        "MaxSkewnessOfNumericAtts": 39.29315840666627,
        "MaxStdDevOfNumericAtts": 1774590.0890002127,
        "MeanAttributeEntropy": null,
        "MeanKurtosisOfNumericAtts": 91.64638873109897,
        "MeanMeansOfNumericAtts": 106447.78586589223,
        "MeanMutualInformation": null,
        "MeanNoiseToSignalRatio": null,
        "MeanNominalAttDistinctValues": 2,
        "MeanSkewnessOfNumericAtts": 3.6458966474516092,
        "MeanStdDevOfNumericAtts": 123291.94556078123,
        "MinAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -1.8563564132863728,
        "MinMeansOfNumericAtts": -0.13130504894384337,
        "MinMutualInformation": null,
        "MinNominalAttDistinctValues": 2,
        "MinSkewnessOfNumericAtts": -0.9285824124769803,
        "MinStdDevOfNumericAtts": 0.05896116935205036,
        "MinorityClassPercentage": 34.672849046883044,
        "MinorityClassSize": 673,
        "NaiveBayesAUC": 0.8773886527469534,
        "NaiveBayesErrRate": 0.3317877382792375,
        "NaiveBayesKappa": 0.38794540294607877,
        "NumberOfBinaryFeatures": 1,
        "PercentageOfBinaryFeatures": 2.941176470588235,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "PercentageOfNumericFeatures": 97.05882352941177,
        "PercentageOfSymbolicFeatures": 2.941176470588235,
        "Quartile1AttributeEntropy": null,
        "Quartile1KurtosisOfNumericAtts": -1.0610900871365136,
        "Quartile1MeansOfNumericAtts": 0.20427614631633056,
        "Quartile1MutualInformation": null,
        "Quartile1SkewnessOfNumericAtts": 0.20962814019436693,
        "Quartile1StdDevOfNumericAtts": 0.2722896631818028,
        "Quartile2AttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": 0.18930051226112798,
        "Quartile2MeansOfNumericAtts": 0.6105286450283357,
        "Quartile2MutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": 0.8514222506284619,
        "Quartile2StdDevOfNumericAtts": 0.48235199045249033,
        "Quartile3AttributeEntropy": null,
        "Quartile3KurtosisOfNumericAtts": 11.357384183179548,
        "Quartile3MeansOfNumericAtts": 121.0244719216897,
        "Quartile3MutualInformation": null,
        "Quartile3SkewnessOfNumericAtts": 2.9375932293060005,
        "Quartile3StdDevOfNumericAtts": 222.89350520599646,
        "REPTreeDepth1AUC": 1,
        "REPTreeDepth1ErrRate": 0,
        "REPTreeDepth1Kappa": 1,
        "REPTreeDepth2AUC": 1,
        "REPTreeDepth2ErrRate": 0,
        "REPTreeDepth2Kappa": 1,
        "REPTreeDepth3AUC": 1,
        "REPTreeDepth3ErrRate": 0,
        "REPTreeDepth3Kappa": 1,
        "RandomTreeDepth1AUC": 0.9341301015744745,
        "RandomTreeDepth1ErrRate": 0.05873261205564142,
        "RandomTreeDepth1Kappa": 0.8700801687218684,
        "RandomTreeDepth2AUC": 0.9341301015744745,
        "RandomTreeDepth2ErrRate": 0.05873261205564142,
        "RandomTreeDepth2Kappa": 0.8700801687218684,
        "RandomTreeDepth3AUC": 0.9341301015744745,
        "RandomTreeDepth3ErrRate": 0.05873261205564142,
        "RandomTreeDepth3Kappa": 0.8700801687218684,
        "StdvNominalAttDistinctValues": 0,
        "kNN1NAUC": 0.9964475886022844,
        "kNN1NErrRate": 0.0061823802163833074,
        "kNN1NKappa": 0.9864096884940965
    },
    "tags": [
        {
            "tag": "study_14",
            "uploader": "1"
        },
        {
            "tag": "study_1",
            "uploader": "0"
        },
        {
            "tag": "study_195",
            "uploader": "0"
        },
        {
            "tag": "study_334",
            "uploader": "0"
        },
        {
            "tag": "study_173",
            "uploader": "0"
        },
        {
            "tag": "study_334",
            "uploader": "0"
        },
        {
            "tag": "study_195",
            "uploader": "0"
        },
        {
            "tag": "study_169",
            "uploader": "0"
        }
    ],
    "features": [
        {
            "name": "Class",
            "index": "33",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "1",
                    "2"
                ],
                [
                    [
                        "1268",
                        "0"
                    ],
                    [
                        "0",
                        "673"
                    ]
                ]
            ]
        },
        {
            "name": "V19",
            "index": "18",
            "type": "numeric",
            "distinct": "818",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V18",
            "index": "17",
            "type": "numeric",
            "distinct": "454",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V20",
            "index": "19",
            "type": "numeric",
            "distinct": "648",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V21",
            "index": "20",
            "type": "numeric",
            "distinct": "3",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V22",
            "index": "21",
            "type": "numeric",
            "distinct": "914",
            "missing": "0",
            "min": "0",
            "max": "5",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "V23",
            "index": "22",
            "type": "numeric",
            "distinct": "183",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V24",
            "index": "23",
            "type": "numeric",
            "distinct": "217",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V25",
            "index": "24",
            "type": "numeric",
            "distinct": "918",
            "missing": "0",
            "min": "-1",
            "max": "1",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "V26",
            "index": "25",
            "type": "numeric",
            "distinct": "1522",
            "missing": "0",
            "min": "-1",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V27",
            "index": "26",
            "type": "numeric",
            "distinct": "388",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V28",
            "index": "27",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V29",
            "index": "28",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V30",
            "index": "29",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V31",
            "index": "30",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V32",
            "index": "31",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V33",
            "index": "32",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V10",
            "index": "9",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "37",
            "max": "253",
            "mean": "130",
            "stdev": "19"
        },
        {
            "name": "V2",
            "index": "1",
            "type": "numeric",
            "distinct": "994",
            "missing": "0",
            "min": "4",
            "max": "1713",
            "mean": "618",
            "stdev": "498"
        },
        {
            "name": "V3",
            "index": "2",
            "type": "numeric",
            "distinct": "1939",
            "missing": "0",
            "min": "6712",
            "max": "12987661",
            "mean": "1650685",
            "stdev": "1774578"
        },
        {
            "name": "V4",
            "index": "3",
            "type": "numeric",
            "distinct": "1940",
            "missing": "0",
            "min": "6724",
            "max": "12987692",
            "mean": "1650739",
            "stdev": "1774590"
        },
        {
            "name": "V5",
            "index": "4",
            "type": "numeric",
            "distinct": "920",
            "missing": "0",
            "min": "2",
            "max": "152655",
            "mean": "1894",
            "stdev": "5168"
        },
        {
            "name": "V6",
            "index": "5",
            "type": "numeric",
            "distinct": "399",
            "missing": "0",
            "min": "2",
            "max": "10449",
            "mean": "112",
            "stdev": "301"
        },
        {
            "name": "V7",
            "index": "6",
            "type": "numeric",
            "distinct": "317",
            "missing": "0",
            "min": "1",
            "max": "18152",
            "mean": "83",
            "stdev": "426"
        },
        {
            "name": "V8",
            "index": "7",
            "type": "numeric",
            "distinct": "1909",
            "missing": "0",
            "min": "250",
            "max": "11591414",
            "mean": "206312",
            "stdev": "512294"
        },
        {
            "name": "V9",
            "index": "8",
            "type": "numeric",
            "distinct": "161",
            "missing": "0",
            "min": "0",
            "max": "203",
            "mean": "85",
            "stdev": "32"
        },
        {
            "name": "V1",
            "index": "0",
            "type": "numeric",
            "distinct": "962",
            "missing": "0",
            "min": "0",
            "max": "1705",
            "mean": "571",
            "stdev": "521"
        },
        {
            "name": "V11",
            "index": "10",
            "type": "numeric",
            "distinct": "84",
            "missing": "0",
            "min": "1227",
            "max": "1794",
            "mean": "1459",
            "stdev": "145"
        },
        {
            "name": "V12",
            "index": "11",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V13",
            "index": "12",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "V14",
            "index": "13",
            "type": "numeric",
            "distinct": "24",
            "missing": "0",
            "min": "40",
            "max": "300",
            "mean": "79",
            "stdev": "55"
        },
        {
            "name": "V15",
            "index": "14",
            "type": "numeric",
            "distinct": "1387",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V16",
            "index": "15",
            "type": "numeric",
            "distinct": "1338",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "V17",
            "index": "16",
            "type": "numeric",
            "distinct": "770",
            "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": 11,
    "impact_of_reuse": 0,
    "reach_of_reuse": 0,
    "impact": 11
}