DEVELOPMENT...      {
    "data_id": "24584",
    "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1821",
    "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1821",
    "version": 8,
    "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: CHEMBL1821 (TID: 214), and it has 770 rows and 69 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": "2016-07-14 14:58:40",
    "update_comment": null,
    "last_update": "2016-07-14 14:58:40",
    "licence": "Public",
    "status": "deactivated",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/3249345\/data_53455.arff",
    "default_target_attribute": "pXC50",
    "row_id_attribute": "molecule_id",
    "ignore_attribute": null,
    "runs": 2,
    "suggest": {
        "input": [
            "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1821",
            "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1821 (TID: 214), and it has 770 rows and 69 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": 770,
        "NumberOfFeatures": 71,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 70,
        "NumberOfSymbolicFeatures": 1,
        "Quartile1MutualInformation": null,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "PercentageOfNumericFeatures": 98.59154929577466,
        "PercentageOfSymbolicFeatures": 1.4084507042253522,
        "Quartile1AttributeEntropy": null,
        "Quartile1KurtosisOfNumericAtts": 0.7719222301049613,
        "Quartile1MeansOfNumericAtts": 2.0377532467532466,
        "StdvNominalAttDistinctValues": null,
        "Quartile1SkewnessOfNumericAtts": -1.1965456833631307,
        "Quartile1StdDevOfNumericAtts": 0.5593738311505116,
        "Quartile2AttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": 1.5717344786259182,
        "Quartile2MeansOfNumericAtts": 4.321116883116883,
        "Quartile2MutualInformation": null,
        "Quartile2SkewnessOfNumericAtts": -0.04779843161634936,
        "Quartile2StdDevOfNumericAtts": 0.8250154120871657,
        "Quartile3AttributeEntropy": null,
        "Quartile3KurtosisOfNumericAtts": 4.672838153711691,
        "Quartile3MeansOfNumericAtts": 15.226888636363636,
        "Quartile3MutualInformation": null,
        "Quartile3SkewnessOfNumericAtts": 0.6289494737620848,
        "Quartile3StdDevOfNumericAtts": 2.100269179636245,
        "AutoCorrelation": -0.10877763328998652,
        "MeanMeansOfNumericAtts": 472.0191987384038,
        "ClassEntropy": null,
        "Dimensionality": 0.09220779220779221,
        "EquivalentNumberOfAtts": null,
        "MajorityClassPercentage": null,
        "MajorityClassSize": null,
        "MaxAttributeEntropy": null,
        "MaxKurtosisOfNumericAtts": 171.1364706051437,
        "MaxMeansOfNumericAtts": 30260.198701298657,
        "MaxMutualInformation": null,
        "MaxNominalAttDistinctValues": null,
        "MaxSkewnessOfNumericAtts": 11.295376604192333,
        "MaxStdDevOfNumericAtts": 73722.72943118442,
        "MeanAttributeEntropy": null,
        "MeanKurtosisOfNumericAtts": 6.911627060742475,
        "NumberOfBinaryFeatures": 0,
        "MeanMutualInformation": null,
        "MeanNoiseToSignalRatio": null,
        "MeanNominalAttDistinctValues": null,
        "MeanSkewnessOfNumericAtts": 0.11635058199419546,
        "MeanStdDevOfNumericAtts": 1068.3329169042504,
        "MinAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -0.20039352515958564,
        "MinMeansOfNumericAtts": -0.03412337662337674,
        "MinMutualInformation": null,
        "MinNominalAttDistinctValues": null,
        "MinSkewnessOfNumericAtts": -4.6674391128638995,
        "MinStdDevOfNumericAtts": 0.004313180134778085,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null
    },
    "tags": [
        {
            "tag": "MetaQSAR",
            "uploader": "62"
        },
        {
            "tag": "study_13",
            "uploader": "62"
        }
    ],
    "features": [
        {
            "name": "pXC50",
            "index": "70",
            "type": "numeric",
            "distinct": "512",
            "missing": "0",
            "target": "1",
            "min": "4",
            "max": "10",
            "mean": "6",
            "stdev": "1"
        },
        {
            "name": "SM14_AEA.bo.",
            "index": "52",
            "type": "numeric",
            "distinct": "391",
            "missing": "0",
            "min": "-1",
            "max": "3",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "ATSC2s",
            "index": "36",
            "type": "numeric",
            "distinct": "667",
            "missing": "0",
            "min": "4",
            "max": "446",
            "mean": "28",
            "stdev": "29"
        },
        {
            "name": "Eig06_EA.ri.",
            "index": "51",
            "type": "numeric",
            "distinct": "441",
            "missing": "0",
            "min": "-1",
            "max": "3",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "Eig06_EA",
            "index": "50",
            "type": "numeric",
            "distinct": "391",
            "missing": "0",
            "min": "-1",
            "max": "3",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "Eig06_AEA.ri.",
            "index": "49",
            "type": "numeric",
            "distinct": "438",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "Eig08_AEA.ed.",
            "index": "48",
            "type": "numeric",
            "distinct": "401",
            "missing": "0",
            "min": "1",
            "max": "6",
            "mean": "4",
            "stdev": "1"
        },
        {
            "name": "ZM1V",
            "index": "47",
            "type": "numeric",
            "distinct": "216",
            "missing": "0",
            "min": "92",
            "max": "1386",
            "mean": "330",
            "stdev": "133"
        },
        {
            "name": "SM08_EA.ri.",
            "index": "46",
            "type": "numeric",
            "distinct": "519",
            "missing": "0",
            "min": "8",
            "max": "12",
            "mean": "10",
            "stdev": "1"
        },
        {
            "name": "TIC3",
            "index": "45",
            "type": "numeric",
            "distinct": "586",
            "missing": "0",
            "min": "77",
            "max": "828",
            "mean": "248",
            "stdev": "97"
        },
        {
            "name": "SpMax4_Bh.m.",
            "index": "44",
            "type": "numeric",
            "distinct": "412",
            "missing": "0",
            "min": "2",
            "max": "4",
            "mean": "3",
            "stdev": "0"
        },
        {
            "name": "Eig05_AEA.bo.",
            "index": "43",
            "type": "numeric",
            "distinct": "434",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "nCsp2",
            "index": "42",
            "type": "numeric",
            "distinct": "28",
            "missing": "0",
            "min": "0",
            "max": "39",
            "mean": "11",
            "stdev": "6"
        },
        {
            "name": "SM14_AEA.ri.",
            "index": "41",
            "type": "numeric",
            "distinct": "427",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "Eig04_EA.bo.",
            "index": "40",
            "type": "numeric",
            "distinct": "427",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "Eig04_EA.ri.",
            "index": "39",
            "type": "numeric",
            "distinct": "454",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "2",
            "stdev": "0"
        },
        {
            "name": "Eig11_EA.dm.",
            "index": "38",
            "type": "numeric",
            "distinct": "12",
            "missing": "0",
            "min": "-2",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "SpDiam_AEA.ed.",
            "index": "37",
            "type": "numeric",
            "distinct": "372",
            "missing": "0",
            "min": "5",
            "max": "8",
            "mean": "7",
            "stdev": "1"
        },
        {
            "name": "ZM1Per",
            "index": "35",
            "type": "numeric",
            "distinct": "646",
            "missing": "0",
            "min": "140",
            "max": "1876",
            "mean": "478",
            "stdev": "188"
        },
        {
            "name": "SM05_EA.ed.",
            "index": "61",
            "type": "numeric",
            "distinct": "450",
            "missing": "0",
            "min": "9",
            "max": "15",
            "mean": "13",
            "stdev": "1"
        },
        {
            "name": "nCrs",
            "index": "69",
            "type": "numeric",
            "distinct": "16",
            "missing": "0",
            "min": "0",
            "max": "28",
            "mean": "3",
            "stdev": "3"
        },
        {
            "name": "SM02_AEA.ri.",
            "index": "68",
            "type": "numeric",
            "distinct": "436",
            "missing": "0",
            "min": "-3",
            "max": "10",
            "mean": "3",
            "stdev": "2"
        },
        {
            "name": "Eig07_EA.ed.",
            "index": "67",
            "type": "numeric",
            "distinct": "436",
            "missing": "0",
            "min": "-3",
            "max": "10",
            "mean": "3",
            "stdev": "2"
        },
        {
            "name": "SpDiam_AEA.bo.",
            "index": "66",
            "type": "numeric",
            "distinct": "344",
            "missing": "0",
            "min": "5",
            "max": "6",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "SM07_EA.ed.",
            "index": "65",
            "type": "numeric",
            "distinct": "443",
            "missing": "0",
            "min": "13",
            "max": "21",
            "mean": "18",
            "stdev": "1"
        },
        {
            "name": "SM10_AEA.ed.",
            "index": "64",
            "type": "numeric",
            "distinct": "464",
            "missing": "0",
            "min": "17",
            "max": "23",
            "mean": "20",
            "stdev": "1"
        },
        {
            "name": "ATS2s",
            "index": "63",
            "type": "numeric",
            "distinct": "509",
            "missing": "0",
            "min": "5",
            "max": "7",
            "mean": "6",
            "stdev": "0"
        },
        {
            "name": "SpMax3_Bh.e.",
            "index": "62",
            "type": "numeric",
            "distinct": "350",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "piID",
            "index": "53",
            "type": "numeric",
            "distinct": "519",
            "missing": "0",
            "min": "4",
            "max": "17",
            "mean": "9",
            "stdev": "2"
        },
        {
            "name": "SpMax5_Bh.s.",
            "index": "60",
            "type": "numeric",
            "distinct": "435",
            "missing": "0",
            "min": "3",
            "max": "8",
            "mean": "4",
            "stdev": "1"
        },
        {
            "name": "SM07_EA.ri.",
            "index": "59",
            "type": "numeric",
            "distinct": "482",
            "missing": "0",
            "min": "6",
            "max": "10",
            "mean": "8",
            "stdev": "1"
        },
        {
            "name": "SM06_EA.ed.",
            "index": "58",
            "type": "numeric",
            "distinct": "468",
            "missing": "0",
            "min": "12",
            "max": "18",
            "mean": "15",
            "stdev": "1"
        },
        {
            "name": "SM11_EA",
            "index": "57",
            "type": "numeric",
            "distinct": "465",
            "missing": "0",
            "min": "10",
            "max": "16",
            "mean": "13",
            "stdev": "1"
        },
        {
            "name": "SM13_EA",
            "index": "56",
            "type": "numeric",
            "distinct": "453",
            "missing": "0",
            "min": "12",
            "max": "19",
            "mean": "16",
            "stdev": "1"
        },
        {
            "name": "SM12_EA",
            "index": "55",
            "type": "numeric",
            "distinct": "477",
            "missing": "0",
            "min": "11",
            "max": "17",
            "mean": "15",
            "stdev": "1"
        },
        {
            "name": "Eig07_AEA.ri.",
            "index": "54",
            "type": "numeric",
            "distinct": "428",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "SM05_AEA.ri.",
            "index": "9",
            "type": "numeric",
            "distinct": "396",
            "missing": "0",
            "min": "-6",
            "max": "8",
            "mean": "2",
            "stdev": "2"
        },
        {
            "name": "SM14_EA.ri.",
            "index": "17",
            "type": "numeric",
            "distinct": "527",
            "missing": "0",
            "min": "12",
            "max": "20",
            "mean": "16",
            "stdev": "1"
        },
        {
            "name": "SM13_EA.ri.",
            "index": "16",
            "type": "numeric",
            "distinct": "515",
            "missing": "0",
            "min": "11",
            "max": "19",
            "mean": "15",
            "stdev": "1"
        },
        {
            "name": "Eig06_AEA.dm.",
            "index": "15",
            "type": "numeric",
            "distinct": "454",
            "missing": "0",
            "min": "-1",
            "max": "4",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "SM13_AEA.bo.",
            "index": "14",
            "type": "numeric",
            "distinct": "406",
            "missing": "0",
            "min": "-1",
            "max": "3",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "Eig05_EA",
            "index": "13",
            "type": "numeric",
            "distinct": "406",
            "missing": "0",
            "min": "-1",
            "max": "3",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "JGI8",
            "index": "12",
            "type": "numeric",
            "distinct": "23",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "Psi_i_s",
            "index": "11",
            "type": "numeric",
            "distinct": "427",
            "missing": "0",
            "min": "20",
            "max": "241",
            "mean": "55",
            "stdev": "21"
        },
        {
            "name": "Eig05_AEA.ri.",
            "index": "10",
            "type": "numeric",
            "distinct": "458",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "SM15_EA.ri.",
            "index": "18",
            "type": "numeric",
            "distinct": "518",
            "missing": "0",
            "min": "13",
            "max": "22",
            "mean": "17",
            "stdev": "1"
        },
        {
            "name": "Eig10_EA.ed.",
            "index": "8",
            "type": "numeric",
            "distinct": "396",
            "missing": "0",
            "min": "-6",
            "max": "8",
            "mean": "2",
            "stdev": "2"
        },
        {
            "name": "ZM2Kup",
            "index": "7",
            "type": "numeric",
            "distinct": "623",
            "missing": "0",
            "min": "98",
            "max": "1190",
            "mean": "340",
            "stdev": "130"
        },
        {
            "name": "Eig07_AEA.dm.",
            "index": "6",
            "type": "numeric",
            "distinct": "461",
            "missing": "0",
            "min": "-1",
            "max": "3",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "ZM1Kup",
            "index": "5",
            "type": "numeric",
            "distinct": "568",
            "missing": "0",
            "min": "96",
            "max": "1726",
            "mean": "359",
            "stdev": "158"
        },
        {
            "name": "SM03_AEA.ri.",
            "index": "4",
            "type": "numeric",
            "distinct": "451",
            "missing": "0",
            "min": "-4",
            "max": "9",
            "mean": "3",
            "stdev": "2"
        },
        {
            "name": "Eig08_EA.ed.",
            "index": "3",
            "type": "numeric",
            "distinct": "451",
            "missing": "0",
            "min": "-4",
            "max": "9",
            "mean": "3",
            "stdev": "2"
        },
        {
            "name": "Eig08_AEA.dm.",
            "index": "2",
            "type": "numeric",
            "distinct": "442",
            "missing": "0",
            "min": "-1",
            "max": "3",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "JGI7",
            "index": "1",
            "type": "numeric",
            "distinct": "25",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "piPC09",
            "index": "26",
            "type": "numeric",
            "distinct": "521",
            "missing": "0",
            "min": "0",
            "max": "9",
            "mean": "6",
            "stdev": "2"
        },
        {
            "name": "ZM1MulPer",
            "index": "34",
            "type": "numeric",
            "distinct": "649",
            "missing": "0",
            "min": "95",
            "max": "1480",
            "mean": "351",
            "stdev": "143"
        },
        {
            "name": "GGI7",
            "index": "33",
            "type": "numeric",
            "distinct": "299",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "P_VSA_m_2",
            "index": "32",
            "type": "numeric",
            "distinct": "579",
            "missing": "0",
            "min": "2",
            "max": "471",
            "mean": "133",
            "stdev": "51"
        },
        {
            "name": "Eig10_AEA.ed.",
            "index": "31",
            "type": "numeric",
            "distinct": "368",
            "missing": "0",
            "min": "0",
            "max": "6",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "SpDiam_EA.ri.",
            "index": "30",
            "type": "numeric",
            "distinct": "308",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "0"
        },
        {
            "name": "Eig06_AEA.bo.",
            "index": "29",
            "type": "numeric",
            "distinct": "424",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "SpMin5_Bh.p.",
            "index": "28",
            "type": "numeric",
            "distinct": "346",
            "missing": "0",
            "min": "1",
            "max": "2",
            "mean": "2",
            "stdev": "0"
        },
        {
            "name": "Wap",
            "index": "27",
            "type": "numeric",
            "distinct": "511",
            "missing": "0",
            "min": "139",
            "max": "1358600",
            "mean": "30260",
            "stdev": "73723"
        },
        {
            "name": "molecule_id",
            "index": "0",
            "type": "nominal",
            "distinct": "770",
            "missing": "0",
            "identifier": "1",
            "distr": []
        },
        {
            "name": "S0K",
            "index": "25",
            "type": "numeric",
            "distinct": "268",
            "missing": "0",
            "min": "28",
            "max": "490",
            "mean": "113",
            "stdev": "48"
        },
        {
            "name": "MPC10",
            "index": "24",
            "type": "numeric",
            "distinct": "248",
            "missing": "0",
            "min": "0",
            "max": "7",
            "mean": "4",
            "stdev": "1"
        },
        {
            "name": "CATS2D_05_LL",
            "index": "23",
            "type": "numeric",
            "distinct": "40",
            "missing": "0",
            "min": "0",
            "max": "43",
            "mean": "9",
            "stdev": "8"
        },
        {
            "name": "GATS8e",
            "index": "22",
            "type": "numeric",
            "distinct": "487",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "SM11_EA.ri.",
            "index": "21",
            "type": "numeric",
            "distinct": "519",
            "missing": "0",
            "min": "9",
            "max": "16",
            "mean": "13",
            "stdev": "1"
        },
        {
            "name": "Psi_i_t",
            "index": "20",
            "type": "numeric",
            "distinct": "32",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "SM12_EA.ri.",
            "index": "19",
            "type": "numeric",
            "distinct": "526",
            "missing": "0",
            "min": "11",
            "max": "17",
            "mean": "14",
            "stdev": "1"
        }
    ],
    "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
}