{
    "data_id": "34864",
    "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4954",
    "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4954",
    "version": 12,
    "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: CHEMBL4954 (TID: 30009), and it has 102 rows and 65 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": "Noureddin Sadawi",
    "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 16:29:48",
    "update_comment": null,
    "last_update": "2016-07-15 16:29:48",
    "licence": "Public",
    "status": "deactivated",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/3541336\/data_52999.arff",
    "default_target_attribute": "pXC50",
    "row_id_attribute": "molecule_id",
    "ignore_attribute": null,
    "runs": 2,
    "suggest": {
        "input": [
            "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4954",
            "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4954 (TID: 30009), and it has 102 rows and 65 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": 102,
        "NumberOfFeatures": 67,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 66,
        "NumberOfSymbolicFeatures": 1,
        "Quartile2KurtosisOfNumericAtts": 0.31214020139354237,
        "Dimensionality": 0.6568627450980392,
        "MeanNominalAttDistinctValues": null,
        "Quartile2MeansOfNumericAtts": 4.215049019607843,
        "EquivalentNumberOfAtts": null,
        "MeanSkewnessOfNumericAtts": -0.007930487613665747,
        "Quartile2MutualInformation": null,
        "MajorityClassPercentage": null,
        "MeanStdDevOfNumericAtts": 1.2368019921180131,
        "Quartile2SkewnessOfNumericAtts": 0.13505668796221829,
        "MajorityClassSize": null,
        "MinAttributeEntropy": null,
        "PercentageOfBinaryFeatures": 0,
        "Quartile2StdDevOfNumericAtts": 0.33760227562176953,
        "MaxAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -0.6320934254373656,
        "MinMeansOfNumericAtts": 0.10473529411764705,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3AttributeEntropy": null,
        "MaxKurtosisOfNumericAtts": 18.67518034016181,
        "MinMutualInformation": null,
        "PercentageOfMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": 3.6070054101461224,
        "MaxMeansOfNumericAtts": 121.79974509803921,
        "MinNominalAttDistinctValues": null,
        "PercentageOfNumericFeatures": 98.50746268656717,
        "Quartile3MeansOfNumericAtts": 5.329671568627451,
        "MaxMutualInformation": null,
        "MinSkewnessOfNumericAtts": -3.160668667448073,
        "PercentageOfSymbolicFeatures": 1.4925373134328357,
        "Quartile3MutualInformation": null,
        "MaxNominalAttDistinctValues": null,
        "MinStdDevOfNumericAtts": 0.07270242161254659,
        "Quartile1AttributeEntropy": null,
        "Quartile3SkewnessOfNumericAtts": 0.416977806440292,
        "MaxSkewnessOfNumericAtts": 2.4080632411686587,
        "MinorityClassPercentage": null,
        "Quartile1KurtosisOfNumericAtts": -0.167223207653041,
        "Quartile3StdDevOfNumericAtts": 0.4511767518528524,
        "MaxStdDevOfNumericAtts": 23.714602941792148,
        "MinorityClassSize": null,
        "Quartile1MeansOfNumericAtts": 4.003764705882353,
        "StdvNominalAttDistinctValues": null,
        "MeanAttributeEntropy": null,
        "NumberOfBinaryFeatures": 0,
        "Quartile1MutualInformation": null,
        "MeanKurtosisOfNumericAtts": 2.247575551400033,
        "Quartile1SkewnessOfNumericAtts": -0.21984722264236178,
        "MeanMeansOfNumericAtts": 6.838548573975045,
        "Quartile1StdDevOfNumericAtts": 0.2524087692431482,
        "AutoCorrelation": -0.09267326732673253,
        "MeanMutualInformation": null,
        "Quartile2AttributeEntropy": null,
        "ClassEntropy": null,
        "MeanNoiseToSignalRatio": null
    },
    "tags": [
        {
            "tag": "MetaQSAR",
            "uploader": "62"
        },
        {
            "tag": "study_13",
            "uploader": "62"
        }
    ],
    "features": [
        {
            "name": "pXC50",
            "index": "66",
            "type": "numeric",
            "distinct": "43",
            "missing": "0",
            "target": "1",
            "min": "5",
            "max": "10",
            "mean": "6",
            "stdev": "1"
        },
        {
            "name": "molecule_id",
            "index": "0",
            "type": "nominal",
            "distinct": "102",
            "missing": "0",
            "identifier": "1",
            "distr": []
        },
        {
            "name": "ATSC7e",
            "index": "1",
            "type": "numeric",
            "distinct": "98",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "AAC",
            "index": "2",
            "type": "numeric",
            "distinct": "89",
            "missing": "0",
            "min": "1",
            "max": "2",
            "mean": "2",
            "stdev": "0"
        },
        {
            "name": "AECC",
            "index": "3",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "6",
            "max": "20",
            "mean": "12",
            "stdev": "3"
        },
        {
            "name": "ALOGP",
            "index": "4",
            "type": "numeric",
            "distinct": "102",
            "missing": "0",
            "min": "1",
            "max": "7",
            "mean": "4",
            "stdev": "1"
        },
        {
            "name": "ALOGP2",
            "index": "5",
            "type": "numeric",
            "distinct": "102",
            "missing": "0",
            "min": "1",
            "max": "44",
            "mean": "16",
            "stdev": "10"
        },
        {
            "name": "AMR",
            "index": "6",
            "type": "numeric",
            "distinct": "102",
            "missing": "0",
            "min": "65",
            "max": "173",
            "mean": "122",
            "stdev": "24"
        },
        {
            "name": "AMW",
            "index": "7",
            "type": "numeric",
            "distinct": "92",
            "missing": "0",
            "min": "6",
            "max": "12",
            "mean": "8",
            "stdev": "1"
        },
        {
            "name": "ARR",
            "index": "8",
            "type": "numeric",
            "distinct": "73",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "ATS1e",
            "index": "9",
            "type": "numeric",
            "distinct": "92",
            "missing": "0",
            "min": "3",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS1i",
            "index": "10",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "3",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS1m",
            "index": "11",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS1p",
            "index": "12",
            "type": "numeric",
            "distinct": "93",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS1s",
            "index": "13",
            "type": "numeric",
            "distinct": "92",
            "missing": "0",
            "min": "5",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS1v",
            "index": "14",
            "type": "numeric",
            "distinct": "94",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS2e",
            "index": "15",
            "type": "numeric",
            "distinct": "91",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS2i",
            "index": "16",
            "type": "numeric",
            "distinct": "95",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS2m",
            "index": "17",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS2p",
            "index": "18",
            "type": "numeric",
            "distinct": "95",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS2s",
            "index": "19",
            "type": "numeric",
            "distinct": "102",
            "missing": "0",
            "min": "5",
            "max": "7",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "ATS2v",
            "index": "20",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS3e",
            "index": "21",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS3i",
            "index": "22",
            "type": "numeric",
            "distinct": "97",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS3m",
            "index": "23",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS3p",
            "index": "24",
            "type": "numeric",
            "distinct": "95",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS3s",
            "index": "25",
            "type": "numeric",
            "distinct": "95",
            "missing": "0",
            "min": "5",
            "max": "7",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "ATS3v",
            "index": "26",
            "type": "numeric",
            "distinct": "93",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS4e",
            "index": "27",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS4i",
            "index": "28",
            "type": "numeric",
            "distinct": "101",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS4m",
            "index": "29",
            "type": "numeric",
            "distinct": "94",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS4p",
            "index": "30",
            "type": "numeric",
            "distinct": "95",
            "missing": "0",
            "min": "3",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS4s",
            "index": "31",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "5",
            "max": "7",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "ATS4v",
            "index": "32",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "3",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS5e",
            "index": "33",
            "type": "numeric",
            "distinct": "98",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS5i",
            "index": "34",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS5m",
            "index": "35",
            "type": "numeric",
            "distinct": "97",
            "missing": "0",
            "min": "3",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS5p",
            "index": "36",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "3",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS5s",
            "index": "37",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "5",
            "max": "7",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "ATS5v",
            "index": "38",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "3",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS6e",
            "index": "39",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS6i",
            "index": "40",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS6m",
            "index": "41",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "2",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS6p",
            "index": "42",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "3",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS6s",
            "index": "43",
            "type": "numeric",
            "distinct": "97",
            "missing": "0",
            "min": "5",
            "max": "7",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "ATS6v",
            "index": "44",
            "type": "numeric",
            "distinct": "97",
            "missing": "0",
            "min": "3",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS7e",
            "index": "45",
            "type": "numeric",
            "distinct": "98",
            "missing": "0",
            "min": "3",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS7i",
            "index": "46",
            "type": "numeric",
            "distinct": "97",
            "missing": "0",
            "min": "3",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS7m",
            "index": "47",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "1",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS7p",
            "index": "48",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "2",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS7s",
            "index": "49",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "4",
            "max": "7",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "ATS7v",
            "index": "50",
            "type": "numeric",
            "distinct": "98",
            "missing": "0",
            "min": "2",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS8e",
            "index": "51",
            "type": "numeric",
            "distinct": "98",
            "missing": "0",
            "min": "2",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS8i",
            "index": "52",
            "type": "numeric",
            "distinct": "101",
            "missing": "0",
            "min": "3",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "ATS8m",
            "index": "53",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "0",
            "max": "5",
            "mean": "4",
            "stdev": "1"
        },
        {
            "name": "ATS8p",
            "index": "54",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "1",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATS8s",
            "index": "55",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "3",
            "max": "7",
            "mean": "6",
            "stdev": "1"
        },
        {
            "name": "ATS8v",
            "index": "56",
            "type": "numeric",
            "distinct": "98",
            "missing": "0",
            "min": "1",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ATSC1e",
            "index": "57",
            "type": "numeric",
            "distinct": "82",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ATSC1i",
            "index": "58",
            "type": "numeric",
            "distinct": "95",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "ATSC1m",
            "index": "59",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "0",
            "max": "23",
            "mean": "11",
            "stdev": "4"
        },
        {
            "name": "ATSC1p",
            "index": "60",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "2",
            "max": "10",
            "mean": "5",
            "stdev": "1"
        },
        {
            "name": "ATSC1s",
            "index": "61",
            "type": "numeric",
            "distinct": "101",
            "missing": "0",
            "min": "4",
            "max": "58",
            "mean": "15",
            "stdev": "9"
        },
        {
            "name": "ATSC1v",
            "index": "62",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "2",
            "max": "14",
            "mean": "6",
            "stdev": "2"
        },
        {
            "name": "ATSC2e",
            "index": "63",
            "type": "numeric",
            "distinct": "88",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ATSC2i",
            "index": "64",
            "type": "numeric",
            "distinct": "95",
            "missing": "0",
            "min": "1",
            "max": "3",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "ATSC2m",
            "index": "65",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "1",
            "max": "43",
            "mean": "21",
            "stdev": "8"
        }
    ],
    "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
}