{ "data_id": "26998", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5730", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5730", "version": 7, "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: CHEMBL5730 (TID: 101520), and it has 25 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": "2016-07-14 20:33:15", "update_comment": null, "last_update": "2016-07-14 20:33:15", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3318691\/data_36055.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5730", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL5730 (TID: 101520), and it has 25 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": 25, "NumberOfFeatures": 45, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 44, "NumberOfSymbolicFeatures": 1, "MeanAttributeEntropy": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 0.7216, "StdvNominalAttDistinctValues": null, "MeanKurtosisOfNumericAtts": 7.709390796408667, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 20.888281818181817, "Quartile1SkewnessOfNumericAtts": -0.41861476725252034, "MeanMutualInformation": null, "Quartile1StdDevOfNumericAtts": 0.3826863766240114, "AutoCorrelation": 0.9358333333333335, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNominalAttDistinctValues": null, "Quartile2KurtosisOfNumericAtts": 4.517332456008467, "Dimensionality": 1.8, "MeanSkewnessOfNumericAtts": 1.2037401259101317, "Quartile2MeansOfNumericAtts": 3.474, "EquivalentNumberOfAtts": null, "MeanStdDevOfNumericAtts": 4.28963393108967, "Quartile2MutualInformation": null, "MajorityClassPercentage": null, "MinAttributeEntropy": null, "Quartile2SkewnessOfNumericAtts": 1.597493310510768, "MajorityClassSize": null, "MinKurtosisOfNumericAtts": -2.1739130434782608, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 1.9532842644108603, "MaxAttributeEntropy": null, "MaxKurtosisOfNumericAtts": 22.173640966663342, "MinMeansOfNumericAtts": 0, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxMeansOfNumericAtts": 378.4812, "MinMutualInformation": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 16.653432938518225, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfNumericFeatures": 97.77777777777777, "Quartile3MeansOfNumericAtts": 27.34, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -3.627308139902521, "PercentageOfSymbolicFeatures": 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