DEVELOPMENT...      {
    "data_id": "29841",
    "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4132",
    "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4132",
    "version": 9,
    "version_label": null,
    "description": "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4132 (TID: 10515), and it has 91 rows and 61 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied.",
    "format": "ARFF",
    "uploader": "unknown",
    "uploader_id": 62,
    "visibility": "public",
    "creator": "\"Dr Jeremy Besnard, Dr Ivan Olier, Dr Noureddin Sadawi, Dr Larisa Soldatova, Dr Crina Grosan, Prof Ross King, Dr Richard Bickerton, Prof Andrew Hopkins and Dr Willem van Hoorn\"",
    "contributor": null,
    "date": "2016-07-15 03:30:43",
    "update_comment": null,
    "last_update": "2016-07-15 03:30:43",
    "licence": "Public",
    "status": "deactivated",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/3403593\/data_52188.arff",
    "default_target_attribute": "pXC50",
    "row_id_attribute": "molecule_id",
    "ignore_attribute": null,
    "runs": 2,
    "suggest": {
        "input": [
            "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4132",
            "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4132 (TID: 10515), and it has 91 rows and 61 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied. "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 91,
        "NumberOfFeatures": 63,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 62,
        "NumberOfSymbolicFeatures": 1,
        "Quartile1MutualInformation": null,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "PercentageOfNumericFeatures": 98.4126984126984,
        "PercentageOfSymbolicFeatures": 1.5873015873015872,
        "Quartile1AttributeEntropy": null,
        "Quartile1KurtosisOfNumericAtts": 1.0762236704419057,
        "Quartile1MeansOfNumericAtts": 3.2014642857142857,
        "StdvNominalAttDistinctValues": null,
        "Quartile1SkewnessOfNumericAtts": -0.3518529149466946,
        "Quartile1StdDevOfNumericAtts": 0.06970825475824784,
        "Quartile2AttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": 2.774153921664695,
        "Quartile2MeansOfNumericAtts": 4.140214285714286,
        "Quartile2MutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": 0.5709160200162128,
        "Quartile2StdDevOfNumericAtts": 0.12972360454033463,
        "Quartile3AttributeEntropy": null,
        "Quartile3KurtosisOfNumericAtts": 26.019864967369088,
        "Quartile3MeansOfNumericAtts": 5.905884615384616,
        "Quartile3MutualInformation": null,
        "Quartile3SkewnessOfNumericAtts": 5.151502896644211,
        "Quartile3StdDevOfNumericAtts": 0.20118012995028636,
        "AutoCorrelation": 0.12614444444444453,
        "MeanMeansOfNumericAtts": 9.548886033321518,
        "ClassEntropy": null,
        "Dimensionality": 0.6923076923076923,
        "EquivalentNumberOfAtts": null,
        "MajorityClassPercentage": null,
        "MajorityClassSize": null,
        "MaxAttributeEntropy": null,
        "MaxKurtosisOfNumericAtts": 37.794701750625826,
        "MaxMeansOfNumericAtts": 112.17828571428572,
        "MaxMutualInformation": null,
        "MaxNominalAttDistinctValues": null,
        "MaxSkewnessOfNumericAtts": 6.05245673318295,
        "MaxStdDevOfNumericAtts": 13.95258986416,
        "MeanAttributeEntropy": null,
        "MeanKurtosisOfNumericAtts": 11.39187942397304,
        "NumberOfBinaryFeatures": 0,
        "MeanMutualInformation": null,
        "MeanNoiseToSignalRatio": null,
        "MeanNominalAttDistinctValues": null,
        "MeanSkewnessOfNumericAtts": 1.7985167753671976,
        "MeanStdDevOfNumericAtts": 0.8712554436885227,
        "MinAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -1.1468752243680966,
        "MinMeansOfNumericAtts": -0.14252747252747253,
        "MinMutualInformation": null,
        "MinNominalAttDistinctValues": null,
        "MinSkewnessOfNumericAtts": -1.52500540278344,
        "MinStdDevOfNumericAtts": 0.003934599659568235,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null
    },
    "tags": [
        {
            "tag": "MetaQSAR",
            "uploader": "62"
        },
        {
            "tag": "study_13",
            "uploader": "62"
        }
    ],
    "features": [
        {
            "name": "pXC50",
            "index": "62",
            "type": "numeric",
            "distinct": "75",
            "missing": "0",
            "target": "1",
            "min": "5",
            "max": "9",
            "mean": "7",
            "stdev": "1"
        },
        {
            "name": "ATS1i",
            "index": "46",
            "type": "numeric",
            "distinct": "61",
            "missing": "0",
            "min": "4",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "SpDiam_EA",
            "index": "32",
            "type": "numeric",
            "distinct": "21",
            "missing": "0",
            "min": "5",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS1e",
            "index": "45",
            "type": "numeric",
            "distinct": "64",
            "missing": "0",
            "min": "4",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ARR",
            "index": "44",
            "type": "numeric",
            "distinct": "26",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "AMW",
            "index": "43",
            "type": "numeric",
            "distinct": "63",
            "missing": "0",
            "min": "7",
            "max": "10",
            "mean": "8",
            "stdev": "0"
        },
        {
            "name": "AMR",
            "index": "42",
            "type": "numeric",
            "distinct": "70",
            "missing": "0",
            "min": "74",
            "max": "151",
            "mean": "112",
            "stdev": "14"
        },
        {
            "name": "ALOGP2",
            "index": "41",
            "type": "numeric",
            "distinct": "70",
            "missing": "0",
            "min": "0",
            "max": "31",
            "mean": "9",
            "stdev": "7"
        },
        {
            "name": "ALOGP",
            "index": "40",
            "type": "numeric",
            "distinct": "70",
            "missing": "0",
            "min": "0",
            "max": "6",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "AECC",
            "index": "39",
            "type": "numeric",
            "distinct": "68",
            "missing": "0",
            "min": "6",
            "max": "14",
            "mean": "10",
            "stdev": "2"
        },
        {
            "name": "AAC",
            "index": "38",
            "type": "numeric",
            "distinct": "59",
            "missing": "0",
            "min": "1",
            "max": "2",
            "mean": "2",
            "stdev": "0"
        },
        {
            "name": "Eig15_EA.bo.",
            "index": "37",
            "type": "numeric",
            "distinct": "73",
            "missing": "0",
            "min": "-2",
            "max": "1",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "Eig07_AEA.dm.",
            "index": "36",
            "type": "numeric",
            "distinct": "70",
            "missing": "0",
            "min": "1",
            "max": "3",
            "mean": "2",
            "stdev": "0"
        },
        {
            "name": "SpMax_EA",
            "index": "35",
            "type": "numeric",
            "distinct": "21",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "3",
            "stdev": "0"
        },
        {
            "name": "SpMax_AEA.ri.",
            "index": "34",
            "type": "numeric",
            "distinct": "22",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "SpMax_AEA.bo.",
            "index": "33",
            "type": "numeric",
            "distinct": "21",
            "missing": "0",
            "min": "5",
            "max": "5",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "SM09_AEA.bo.",
            "index": "31",
            "type": "numeric",
            "distinct": "21",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "3",
            "stdev": "0"
        },
        {
            "name": "ATS1m",
            "index": "47",
            "type": "numeric",
            "distinct": "64",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS1p",
            "index": "48",
            "type": "numeric",
            "distinct": "66",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS1s",
            "index": "49",
            "type": "numeric",
            "distinct": "71",
            "missing": "0",
            "min": "5",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS1v",
            "index": "50",
            "type": "numeric",
            "distinct": "66",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS2e",
            "index": "51",
            "type": "numeric",
            "distinct": "63",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS2i",
            "index": "52",
            "type": "numeric",
            "distinct": "60",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS2m",
            "index": "53",
            "type": "numeric",
            "distinct": "65",
            "missing": "0",
            "min": "4",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS2p",
            "index": "54",
            "type": "numeric",
            "distinct": "66",
            "missing": "0",
            "min": "4",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS2s",
            "index": "55",
            "type": "numeric",
            "distinct": "81",
            "missing": "0",
            "min": "5",
            "max": "6",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "ATS2v",
            "index": "56",
            "type": "numeric",
            "distinct": "66",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS3e",
            "index": "57",
            "type": "numeric",
            "distinct": "71",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS3i",
            "index": "58",
            "type": "numeric",
            "distinct": "72",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS3p",
            "index": "59",
            "type": "numeric",
            "distinct": "72",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS3s",
            "index": "60",
            "type": "numeric",
            "distinct": "74",
            "missing": "0",
            "min": "6",
            "max": "6",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "ATS3v",
            "index": "61",
            "type": "numeric",
            "distinct": "75",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "Eig01_EA.ri.",
            "index": "16",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "3",
            "stdev": "0"
        },
        {
            "name": "MATS4e",
            "index": "1",
            "type": "numeric",
            "distinct": "71",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "GATS4e",
            "index": "2",
            "type": "numeric",
            "distinct": "78",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "X3A",
            "index": "3",
            "type": "numeric",
            "distinct": "17",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "Eig03_AEA.bo.",
            "index": "4",
            "type": "numeric",
            "distinct": "42",
            "missing": "0",
            "min": "4",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "Eig03_AEA.ri.",
            "index": "5",
            "type": "numeric",
            "distinct": "36",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "Eig03_EA",
            "index": "6",
            "type": "numeric",
            "distinct": "37",
            "missing": "0",
            "min": "2",
            "max": "3",
            "mean": "3",
            "stdev": "0"
        },
        {
            "name": "GGI5",
            "index": "7",
            "type": "numeric",
            "distinct": "45",
            "missing": "0",
            "min": "1",
            "max": "2",
            "mean": "2",
            "stdev": "0"
        },
        {
            "name": "MATS4s",
            "index": "8",
            "type": "numeric",
            "distinct": "66",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "SM11_AEA.bo.",
            "index": "9",
            "type": "numeric",
            "distinct": "37",
            "missing": "0",
            "min": "2",
            "max": "3",
            "mean": "3",
            "stdev": "0"
        },
        {
            "name": "SM15_EA.ed.",
            "index": "10",
            "type": "numeric",
            "distinct": "51",
            "missing": "0",
            "min": "37",
            "max": "42",
            "mean": "38",
            "stdev": "1"
        },
        {
            "name": "SpMin1_Bh.e.",
            "index": "11",
            "type": "numeric",
            "distinct": "19",
            "missing": "0",
            "min": "2",
            "max": "2",
            "mean": "2",
            "stdev": "0"
        },
        {
            "name": "SpMin1_Bh.i.",
            "index": "12",
            "type": "numeric",
            "distinct": "18",
            "missing": "0",
            "min": "2",
            "max": "2",
            "mean": "2",
            "stdev": "0"
        },
        {
            "name": "IAC",
            "index": "13",
            "type": "numeric",
            "distinct": "64",
            "missing": "0",
            "min": "50",
            "max": "114",
            "mean": "87",
            "stdev": "10"
        },
        {
            "name": "TIC0",
            "index": "14",
            "type": "numeric",
            "distinct": "64",
            "missing": "0",
            "min": "50",
            "max": "114",
            "mean": "87",
            "stdev": "10"
        },
        {
            "name": "Eig01_EA.ed.",
            "index": "15",
            "type": "numeric",
            "distinct": "25",
            "missing": "0",
            "min": "12",
            "max": "16",
            "mean": "13",
            "stdev": "1"
        },
        {
            "name": "molecule_id",
            "index": "0",
            "type": "nominal",
            "distinct": "91",
            "missing": "0",
            "identifier": "1",
            "distr": []
        },
        {
            "name": "SM10_AEA.dm.",
            "index": "17",
            "type": "numeric",
            "distinct": "25",
            "missing": "0",
            "min": "12",
            "max": "16",
            "mean": "13",
            "stdev": "1"
        },
        {
            "name": "SpDiam_EA.ed.",
            "index": "18",
            "type": "numeric",
            "distinct": "31",
            "missing": "0",
            "min": "20",
            "max": "25",
            "mean": "20",
            "stdev": "1"
        },
        {
            "name": "SpDiam_EA.ri.",
            "index": "19",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "5",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "SpMax_EA.ed.",
            "index": "20",
            "type": "numeric",
            "distinct": "25",
            "missing": "0",
            "min": "12",
            "max": "16",
            "mean": "13",
            "stdev": "1"
        },
        {
            "name": "SpMax_EA.ri.",
            "index": "21",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "3",
            "stdev": "0"
        },
        {
            "name": "Eig01_AEA.ed.",
            "index": "22",
            "type": "numeric",
            "distinct": "18",
            "missing": "0",
            "min": "7",
            "max": "8",
            "mean": "7",
            "stdev": "0"
        },
        {
            "name": "SpDiam_AEA.bo.",
            "index": "23",
            "type": "numeric",
            "distinct": "49",
            "missing": "0",
            "min": "5",
            "max": "6",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "SpMax_AEA.ed.",
            "index": "24",
            "type": "numeric",
            "distinct": "18",
            "missing": "0",
            "min": "7",
            "max": "8",
            "mean": "7",
            "stdev": "0"
        },
        {
            "name": "ATS3m",
            "index": "25",
            "type": "numeric",
            "distinct": "75",
            "missing": "0",
            "min": "4",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS6m",
            "index": "26",
            "type": "numeric",
            "distinct": "79",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "CIC3",
            "index": "27",
            "type": "numeric",
            "distinct": "70",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "Eig01_AEA.bo.",
            "index": "28",
            "type": "numeric",
            "distinct": "21",
            "missing": "0",
            "min": "5",
            "max": "5",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "Eig01_AEA.ri.",
            "index": "29",
            "type": "numeric",
            "distinct": "22",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "Eig01_EA",
            "index": "30",
            "type": "numeric",
            "distinct": "21",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "3",
            "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
}