{
    "data_id": "34460",
    "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL273",
    "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL273",
    "version": 10,
    "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: CHEMBL273 (TID: 10576), and it has 4103 rows and 43 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Basic Molecular Descriptors which were generated from SMILES strings.  Missing value imputation was applied to this dataset (By choosing the Median).",
    "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 15:25:43",
    "update_comment": null,
    "last_update": "2016-07-15 15:25:43",
    "licence": "Public",
    "status": "deactivated",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/3529804\/data_35207.arff",
    "kaggle_url": null,
    "default_target_attribute": "pXC50",
    "row_id_attribute": "molecule_id",
    "ignore_attribute": null,
    "runs": 1,
    "suggest": {
        "input": [
            "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL273",
            "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL273 (TID: 10576), and it has 4103 rows and 43 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Basic Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 4103,
        "NumberOfFeatures": 45,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 44,
        "NumberOfSymbolicFeatures": 1,
        "MaxSkewnessOfNumericAtts": 12.69818955746477,
        "MinStdDevOfNumericAtts": 0,
        "Quartile1AttributeEntropy": null,
        "Quartile3SkewnessOfNumericAtts": 1.2614246607667141,
        "MaxStdDevOfNumericAtts": 85.47274110063958,
        "MinorityClassPercentage": null,
        "Quartile1KurtosisOfNumericAtts": 0.5283459761355943,
        "Quartile3StdDevOfNumericAtts": 5.730186832821669,
        "MeanAttributeEntropy": null,
        "MinorityClassSize": null,
        "Quartile1MeansOfNumericAtts": 0.40714111625639704,
        "StdvNominalAttDistinctValues": null,
        "MeanKurtosisOfNumericAtts": 9.450618303652403,
        "NumberOfBinaryFeatures": 0,
        "Quartile1MutualInformation": null,
        "MeanMeansOfNumericAtts": 22.45565177364678,
        "Quartile1SkewnessOfNumericAtts": 0.11896633501928337,
        "MeanMutualInformation": null,
        "Quartile1StdDevOfNumericAtts": 0.2942191584809923,
        "AutoCorrelation": -0.24048805460750985,
        "MeanNoiseToSignalRatio": null,
        "Quartile2AttributeEntropy": null,
        "ClassEntropy": null,
        "MeanNominalAttDistinctValues": null,
        "Quartile2KurtosisOfNumericAtts": 1.5375917145458367,
        "Dimensionality": 0.010967584694126249,
        "MeanSkewnessOfNumericAtts": 1.3921267136489932,
        "Quartile2MeansOfNumericAtts": 5.4854618571776745,
        "EquivalentNumberOfAtts": null,
        "MajorityClassPercentage": null,
        "MeanStdDevOfNumericAtts": 5.104693479281479,
        "Quartile2MutualInformation": null,
        "MajorityClassSize": null,
        "MinAttributeEntropy": null,
        "Quartile2SkewnessOfNumericAtts": 0.3598915043090011,
        "MaxAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -0.5664936318944411,
        "PercentageOfBinaryFeatures": 0,
        "Quartile2StdDevOfNumericAtts": 1.9098638572787172,
        "MaxKurtosisOfNumericAtts": 159.3216788757822,
        "MinMeansOfNumericAtts": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3AttributeEntropy": null,
        "MaxMeansOfNumericAtts": 374.25739215208387,
        "MinMutualInformation": null,
        "PercentageOfMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": 4.687194119082507,
        "MaxMutualInformation": null,
        "MinNominalAttDistinctValues": null,
        "PercentageOfNumericFeatures": 97.77777777777777,
        "Quartile3MeansOfNumericAtts": 28.947903972702907,
        "MaxNominalAttDistinctValues": null,
        "MinSkewnessOfNumericAtts": -0.27969881703269667,
        "PercentageOfSymbolicFeatures": 2.2222222222222223,
        "Quartile3MutualInformation": null
    },
    "tags": [
        {
            "tag": "MetaQSAR",
            "uploader": "62"
        },
        {
            "tag": "study_13",
            "uploader": "62"
        }
    ],
    "features": [
        {
            "name": "pXC50",
            "index": "44",
            "type": "numeric",
            "distinct": "1555",
            "missing": "0",
            "target": "1",
            "min": "4",
            "max": "11",
            "mean": "7",
            "stdev": "1"
        },
        {
            "name": "molecule_id",
            "index": "0",
            "type": "nominal",
            "distinct": "4103",
            "missing": "0",
            "identifier": "1",
            "distr": []
        },
        {
            "name": "AMW",
            "index": "1",
            "type": "numeric",
            "distinct": "1468",
            "missing": "0",
            "min": "5",
            "max": "14",
            "mean": "7",
            "stdev": "1"
        },
        {
            "name": "C.",
            "index": "2",
            "type": "numeric",
            "distinct": "152",
            "missing": "0",
            "min": "22",
            "max": "52",
            "mean": "40",
            "stdev": "3"
        },
        {
            "name": "H.",
            "index": "3",
            "type": "numeric",
            "distinct": "192",
            "missing": "0",
            "min": "24",
            "max": "64",
            "mean": "50",
            "stdev": "4"
        },
        {
            "name": "Me",
            "index": "4",
            "type": "numeric",
            "distinct": "79",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "Mi",
            "index": "5",
            "type": "numeric",
            "distinct": "65",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "Mp",
            "index": "6",
            "type": "numeric",
            "distinct": "139",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "Mv",
            "index": "7",
            "type": "numeric",
            "distinct": "148",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "MW",
            "index": "8",
            "type": "numeric",
            "distinct": "2249",
            "missing": "0",
            "min": "105",
            "max": "917",
            "mean": "374",
            "stdev": "85"
        },
        {
            "name": "N.",
            "index": "9",
            "type": "numeric",
            "distinct": "123",
            "missing": "0",
            "min": "0",
            "max": "19",
            "mean": "6",
            "stdev": "2"
        },
        {
            "name": "nAB",
            "index": "10",
            "type": "numeric",
            "distinct": "18",
            "missing": "0",
            "min": "0",
            "max": "27",
            "mean": "12",
            "stdev": "4"
        },
        {
            "name": "nAT",
            "index": "11",
            "type": "numeric",
            "distinct": "84",
            "missing": "0",
            "min": "18",
            "max": "144",
            "mean": "53",
            "stdev": "11"
        },
        {
            "name": "nB",
            "index": "12",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nBM",
            "index": "13",
            "type": "numeric",
            "distinct": "28",
            "missing": "0",
            "min": "0",
            "max": "27",
            "mean": "13",
            "stdev": "4"
        },
        {
            "name": "nBO",
            "index": "14",
            "type": "numeric",
            "distinct": "51",
            "missing": "0",
            "min": "6",
            "max": "70",
            "mean": "30",
            "stdev": "7"
        },
        {
            "name": "nBR",
            "index": "15",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nBT",
            "index": "16",
            "type": "numeric",
            "distinct": "86",
            "missing": "0",
            "min": "17",
            "max": "150",
            "mean": "56",
            "stdev": "12"
        },
        {
            "name": "nC",
            "index": "17",
            "type": "numeric",
            "distinct": "38",
            "missing": "0",
            "min": "4",
            "max": "47",
            "mean": "21",
            "stdev": "5"
        },
        {
            "name": "nCL",
            "index": "18",
            "type": "numeric",
            "distinct": "5",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nCsp",
            "index": "19",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nCsp2",
            "index": "20",
            "type": "numeric",
            "distinct": "26",
            "missing": "0",
            "min": "0",
            "max": "27",
            "mean": "12",
            "stdev": "4"
        },
        {
            "name": "nCsp3",
            "index": "21",
            "type": "numeric",
            "distinct": "25",
            "missing": "0",
            "min": "0",
            "max": "46",
            "mean": "10",
            "stdev": "3"
        },
        {
            "name": "nDB",
            "index": "22",
            "type": "numeric",
            "distinct": "7",
            "missing": "0",
            "min": "0",
            "max": "6",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "nF",
            "index": "23",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "0",
            "max": "6",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "nH",
            "index": "24",
            "type": "numeric",
            "distinct": "50",
            "missing": "0",
            "min": "6",
            "max": "80",
            "mean": "27",
            "stdev": "6"
        },
        {
            "name": "nHet",
            "index": "25",
            "type": "numeric",
            "distinct": "15",
            "missing": "0",
            "min": "1",
            "max": "17",
            "mean": "5",
            "stdev": "2"
        },
        {
            "name": "nHM",
            "index": "26",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "0",
            "max": "5",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "nI",
            "index": "27",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nN",
            "index": "28",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "0",
            "max": "8",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "nO",
            "index": "29",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "0",
            "max": "17",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "nP",
            "index": "30",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nS",
            "index": "31",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nSK",
            "index": "32",
            "type": "numeric",
            "distinct": "47",
            "missing": "0",
            "min": "7",
            "max": "64",
            "mean": "27",
            "stdev": "6"
        },
        {
            "name": "nTB",
            "index": "33",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nX",
            "index": "34",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "0",
            "max": "6",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "O.",
            "index": "35",
            "type": "numeric",
            "distinct": "92",
            "missing": "0",
            "min": "0",
            "max": "23",
            "mean": "3",
            "stdev": "2"
        },
        {
            "name": "RBF",
            "index": "36",
            "type": "numeric",
            "distinct": "179",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "RBN",
            "index": "37",
            "type": "numeric",
            "distinct": "19",
            "missing": "0",
            "min": "0",
            "max": "19",
            "mean": "6",
            "stdev": "2"
        },
        {
            "name": "SCBO",
            "index": "38",
            "type": "numeric",
            "distinct": "107",
            "missing": "0",
            "min": "6",
            "max": "72",
            "mean": "37",
            "stdev": "9"
        },
        {
            "name": "Se",
            "index": "39",
            "type": "numeric",
            "distinct": "2191",
            "missing": "0",
            "min": "18",
            "max": "145",
            "mean": "53",
            "stdev": "11"
        },
        {
            "name": "Si",
            "index": "40",
            "type": "numeric",
            "distinct": "2313",
            "missing": "0",
            "min": "21",
            "max": "164",
            "mean": "60",
            "stdev": "13"
        },
        {
            "name": "Sp",
            "index": "41",
            "type": "numeric",
            "distinct": "2061",
            "missing": "0",
            "min": "10",
            "max": "85",
            "mean": "35",
            "stdev": "7"
        },
        {
            "name": "Sv",
            "index": "42",
            "type": "numeric",
            "distinct": "2292",
            "missing": "0",
            "min": "9",
            "max": "80",
            "mean": "33",
            "stdev": "7"
        },
        {
            "name": "X.",
            "index": "43",
            "type": "numeric",
            "distinct": "75",
            "missing": "0",
            "min": "0",
            "max": "16",
            "mean": "1",
            "stdev": "2"
        }
    ],
    "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
}