{
    "data_id": "32768",
    "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4072",
    "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4072",
    "version": 11,
    "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: CHEMBL4072 (TID: 10378), and it has 1330 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 11:03:27",
    "update_comment": null,
    "last_update": "2016-07-15 11:03:27",
    "licence": "Public",
    "status": "deactivated",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/3488884\/data_35328.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-CHEMBL4072",
            "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4072 (TID: 10378), and it has 1330 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": 1330,
        "NumberOfFeatures": 45,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 44,
        "NumberOfSymbolicFeatures": 1,
        "MaxSkewnessOfNumericAtts": 36.469165057620145,
        "MinStdDevOfNumericAtts": 0,
        "Quartile1AttributeEntropy": null,
        "Quartile3SkewnessOfNumericAtts": 1.3149066653344876,
        "MaxStdDevOfNumericAtts": 128.99326430194338,
        "MinorityClassPercentage": null,
        "Quartile1KurtosisOfNumericAtts": 1.0453647154045105,
        "Quartile3StdDevOfNumericAtts": 8.869370379210913,
        "MeanAttributeEntropy": null,
        "MinorityClassSize": null,
        "Quartile1MeansOfNumericAtts": 0.6601939849624057,
        "StdvNominalAttDistinctValues": null,
        "MeanKurtosisOfNumericAtts": 40.26051966750954,
        "NumberOfBinaryFeatures": 0,
        "Quartile1MutualInformation": null,
        "MeanMeansOfNumericAtts": 25.20837928913192,
        "Quartile1SkewnessOfNumericAtts": 0.6746071623152351,
        "MeanMutualInformation": null,
        "Quartile1StdDevOfNumericAtts": 0.5185620346166415,
        "AutoCorrelation": 0.17644920993228075,
        "MeanNoiseToSignalRatio": null,
        "Quartile2AttributeEntropy": null,
        "ClassEntropy": null,
        "MeanNominalAttDistinctValues": null,
        "Quartile2KurtosisOfNumericAtts": 1.8858384296472113,
        "Dimensionality": 0.03383458646616541,
        "MeanSkewnessOfNumericAtts": 2.1960074547006245,
        "Quartile2MeansOfNumericAtts": 6.3537492481203,
        "EquivalentNumberOfAtts": null,
        "MajorityClassPercentage": null,
        "MeanStdDevOfNumericAtts": 7.874445616374219,
        "Quartile2MutualInformation": null,
        "MajorityClassSize": null,
        "MinAttributeEntropy": null,
        "Quartile2SkewnessOfNumericAtts": 0.862260532910267,
        "MaxAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -1.4246497335101753,
        "PercentageOfBinaryFeatures": 0,
        "Quartile2StdDevOfNumericAtts": 2.9971576436298992,
        "MaxKurtosisOfNumericAtts": 1330.0000000000728,
        "MinMeansOfNumericAtts": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3AttributeEntropy": null,
        "MaxMeansOfNumericAtts": 443.68593984962405,
        "MinMutualInformation": null,
        "PercentageOfMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": 3.326373633942523,
        "MaxMutualInformation": null,
        "MinNominalAttDistinctValues": null,
        "PercentageOfNumericFeatures": 97.77777777777777,
        "Quartile3MeansOfNumericAtts": 32.51221804511278,
        "MaxNominalAttDistinctValues": null,
        "MinSkewnessOfNumericAtts": -0.45974345313302006,
        "PercentageOfSymbolicFeatures": 2.2222222222222223,
        "Quartile3MutualInformation": null
    },
    "tags": [
        {
            "tag": "MetaQSAR",
            "uploader": "62"
        },
        {
            "tag": "study_13",
            "uploader": "62"
        }
    ],
    "features": [
        {
            "name": "pXC50",
            "index": "44",
            "type": "numeric",
            "distinct": "593",
            "missing": "0",
            "target": "1",
            "min": "2",
            "max": "11",
            "mean": "6",
            "stdev": "1"
        },
        {
            "name": "molecule_id",
            "index": "0",
            "type": "nominal",
            "distinct": "1330",
            "missing": "0",
            "identifier": "1",
            "distr": []
        },
        {
            "name": "AMW",
            "index": "1",
            "type": "numeric",
            "distinct": "913",
            "missing": "0",
            "min": "6",
            "max": "15",
            "mean": "8",
            "stdev": "1"
        },
        {
            "name": "C.",
            "index": "2",
            "type": "numeric",
            "distinct": "174",
            "missing": "0",
            "min": "26",
            "max": "57",
            "mean": "40",
            "stdev": "4"
        },
        {
            "name": "H.",
            "index": "3",
            "type": "numeric",
            "distinct": "219",
            "missing": "0",
            "min": "23",
            "max": "63",
            "mean": "45",
            "stdev": "6"
        },
        {
            "name": "Me",
            "index": "4",
            "type": "numeric",
            "distinct": "91",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "Mi",
            "index": "5",
            "type": "numeric",
            "distinct": "77",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "Mp",
            "index": "6",
            "type": "numeric",
            "distinct": "187",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "Mv",
            "index": "7",
            "type": "numeric",
            "distinct": "194",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "MW",
            "index": "8",
            "type": "numeric",
            "distinct": "1053",
            "missing": "0",
            "min": "82",
            "max": "1297",
            "mean": "444",
            "stdev": "129"
        },
        {
            "name": "N.",
            "index": "9",
            "type": "numeric",
            "distinct": "123",
            "missing": "0",
            "min": "0",
            "max": "19",
            "mean": "7",
            "stdev": "3"
        },
        {
            "name": "nAB",
            "index": "10",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "0",
            "max": "46",
            "mean": "12",
            "stdev": "6"
        },
        {
            "name": "nAT",
            "index": "11",
            "type": "numeric",
            "distinct": "107",
            "missing": "0",
            "min": "12",
            "max": "178",
            "mean": "57",
            "stdev": "19"
        },
        {
            "name": "nB",
            "index": "12",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nBM",
            "index": "13",
            "type": "numeric",
            "distinct": "38",
            "missing": "0",
            "min": "1",
            "max": "63",
            "mean": "16",
            "stdev": "6"
        },
        {
            "name": "nBO",
            "index": "14",
            "type": "numeric",
            "distinct": "62",
            "missing": "0",
            "min": "6",
            "max": "93",
            "mean": "33",
            "stdev": "10"
        },
        {
            "name": "nBR",
            "index": "15",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nBT",
            "index": "16",
            "type": "numeric",
            "distinct": "107",
            "missing": "0",
            "min": "12",
            "max": "179",
            "mean": "59",
            "stdev": "20"
        },
        {
            "name": "nC",
            "index": "17",
            "type": "numeric",
            "distinct": "44",
            "missing": "0",
            "min": "4",
            "max": "58",
            "mean": "23",
            "stdev": "7"
        },
        {
            "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": "1"
        },
        {
            "name": "nCsp2",
            "index": "20",
            "type": "numeric",
            "distinct": "35",
            "missing": "0",
            "min": "0",
            "max": "49",
            "mean": "14",
            "stdev": "5"
        },
        {
            "name": "nCsp3",
            "index": "21",
            "type": "numeric",
            "distinct": "30",
            "missing": "0",
            "min": "0",
            "max": "41",
            "mean": "9",
            "stdev": "5"
        },
        {
            "name": "nDB",
            "index": "22",
            "type": "numeric",
            "distinct": "13",
            "missing": "0",
            "min": "0",
            "max": "17",
            "mean": "3",
            "stdev": "2"
        },
        {
            "name": "nF",
            "index": "23",
            "type": "numeric",
            "distinct": "8",
            "missing": "0",
            "min": "0",
            "max": "7",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "nH",
            "index": "24",
            "type": "numeric",
            "distinct": "60",
            "missing": "0",
            "min": "5",
            "max": "95",
            "mean": "26",
            "stdev": "11"
        },
        {
            "name": "nHet",
            "index": "25",
            "type": "numeric",
            "distinct": "22",
            "missing": "0",
            "min": "2",
            "max": "35",
            "mean": "8",
            "stdev": "3"
        },
        {
            "name": "nHM",
            "index": "26",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "0",
            "max": "6",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "nI",
            "index": "27",
            "type": "numeric",
            "distinct": "3",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "nN",
            "index": "28",
            "type": "numeric",
            "distinct": "14",
            "missing": "0",
            "min": "0",
            "max": "13",
            "mean": "4",
            "stdev": "2"
        },
        {
            "name": "nO",
            "index": "29",
            "type": "numeric",
            "distinct": "16",
            "missing": "0",
            "min": "0",
            "max": "23",
            "mean": "3",
            "stdev": "2"
        },
        {
            "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": "5",
            "missing": "0",
            "min": "0",
            "max": "6",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "nSK",
            "index": "32",
            "type": "numeric",
            "distinct": "57",
            "missing": "0",
            "min": "6",
            "max": "86",
            "mean": "31",
            "stdev": "9"
        },
        {
            "name": "nTB",
            "index": "33",
            "type": "numeric",
            "distinct": "3",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "nX",
            "index": "34",
            "type": "numeric",
            "distinct": "8",
            "missing": "0",
            "min": "0",
            "max": "7",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "O.",
            "index": "35",
            "type": "numeric",
            "distinct": "118",
            "missing": "0",
            "min": "0",
            "max": "23",
            "mean": "5",
            "stdev": "3"
        },
        {
            "name": "RBF",
            "index": "36",
            "type": "numeric",
            "distinct": "177",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "RBN",
            "index": "37",
            "type": "numeric",
            "distinct": "29",
            "missing": "0",
            "min": "0",
            "max": "36",
            "mean": "8",
            "stdev": "5"
        },
        {
            "name": "SCBO",
            "index": "38",
            "type": "numeric",
            "distinct": "120",
            "missing": "0",
            "min": "8",
            "max": "133",
            "mean": "43",
            "stdev": "13"
        },
        {
            "name": "Se",
            "index": "39",
            "type": "numeric",
            "distinct": "1057",
            "missing": "0",
            "min": "12",
            "max": "179",
            "mean": "58",
            "stdev": "20"
        },
        {
            "name": "Si",
            "index": "40",
            "type": "numeric",
            "distinct": "1076",
            "missing": "0",
            "min": "14",
            "max": "204",
            "mean": "65",
            "stdev": "22"
        },
        {
            "name": "Sp",
            "index": "41",
            "type": "numeric",
            "distinct": "1037",
            "missing": "0",
            "min": "8",
            "max": "107",
            "mean": "38",
            "stdev": "12"
        },
        {
            "name": "Sv",
            "index": "42",
            "type": "numeric",
            "distinct": "1070",
            "missing": "0",
            "min": "7",
            "max": "101",
            "mean": "36",
            "stdev": "11"
        },
        {
            "name": "X.",
            "index": "43",
            "type": "numeric",
            "distinct": "97",
            "missing": "0",
            "min": "0",
            "max": "19",
            "mean": "2",
            "stdev": "3"
        }
    ],
    "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
}