{ "data_id": "26434", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5579", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5579", "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: CHEMBL5579 (TID: 101239), and it has 80 rows and 1299 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": "2016-07-14 19:14:23", "update_comment": null, "last_update": "2016-07-14 19:14:23", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3302725\/data_50734.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5579", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL5579 (TID: 101239), and it has 80 rows and 1299 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": 80, "NumberOfFeatures": 1301, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1300, "NumberOfSymbolicFeatures": 1, "MeanAttributeEntropy": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 0.452, "StdvNominalAttDistinctValues": null, "MeanKurtosisOfNumericAtts": 5.4177888723434915, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 192.4311350865383, "Quartile1SkewnessOfNumericAtts": 0.040758139052655344, "MeanMutualInformation": null, "Quartile1StdDevOfNumericAtts": 0.18417467740342075, "AutoCorrelation": 0.22737974683544304, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNominalAttDistinctValues": null, "Quartile2KurtosisOfNumericAtts": 0.5483956940011268, "Dimensionality": 16.2625, "MeanSkewnessOfNumericAtts": 1.1215375918448787, "Quartile2MeansOfNumericAtts": 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