{ "data_id": "39988", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2757", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2757", "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: CHEMBL2757 (TID: 10463), and it has 30 rows and 1182 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).", "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": "2016-07-16 09:54:06", "update_comment": null, "last_update": "2016-07-16 09:54:06", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3687399\/data_49202.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2757", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2757 (TID: 10463), and it has 30 rows and 1182 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). " ], "weight": 5 }, "qualities": { "NumberOfInstances": 30, "NumberOfFeatures": 1184, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1183, "NumberOfSymbolicFeatures": 1, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null, "Dimensionality": 39.46666666666667, "MeanNominalAttDistinctValues": null, "Quartile2KurtosisOfNumericAtts": -0.20280809098448804, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 0.6027057375416327, "Quartile2MeansOfNumericAtts": 2.7347333333333332, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 72.94008934850302, "Quartile2MutualInformation": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2SkewnessOfNumericAtts": 0.42827886669713777, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -2.062055591467356, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.3651483716701106, 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