{ "data_id": "32219", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4799", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4799", "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: CHEMBL4799 (TID: 10312), and it has 17 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 09:37:37", "update_comment": null, "last_update": "2016-07-15 09:37:37", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3473843\/data_35624.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4799", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4799 (TID: 10312), and it has 17 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": 17, "NumberOfFeatures": 45, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 44, "NumberOfSymbolicFeatures": 1, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null, "Dimensionality": 2.6470588235294117, "MeanNominalAttDistinctValues": null, "Quartile2KurtosisOfNumericAtts": 1.3330449978018106, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 1.362891784124866, "Quartile2MeansOfNumericAtts": 7.588235294117647, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 9.176203659944838, "Quartile2MutualInformation": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2SkewnessOfNumericAtts": 1.4556258871982888, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.6043585230959803, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 2.0218472143593478, "MaxKurtosisOfNumericAtts": 17, "MinMeansOfNumericAtts": 0, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxMeansOfNumericAtts": 501.6494117647059, "MinMutualInformation": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 2.6634421982690317, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfNumericFeatures": 97.77777777777777, "Quartile3MeansOfNumericAtts": 30.042647058823526, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -0.5196344803069128, "PercentageOfSymbolicFeatures": 2.2222222222222223, "Quartile3MutualInformation": null, "MaxSkewnessOfNumericAtts": 4.123105625617659, "MinStdDevOfNumericAtts": 0, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.8662130968223656, "MaxStdDevOfNumericAtts": 205.08307878974892, "MinorityClassPercentage": null, "Quartile1KurtosisOfNumericAtts": -0.571590870667793, "Quartile3StdDevOfNumericAtts": 7.649290386571064, 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