{ "data_id": "34624", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3105", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3105", "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: CHEMBL3105 (TID: 11663), and it has 1295 rows and 1384 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": "2016-07-15 15:51:33", "update_comment": null, "last_update": "2016-07-15 15:51:33", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3534060\/data_49457.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3105", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3105 (TID: 11663), and it has 1295 rows and 1384 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": 1295, "NumberOfFeatures": 1386, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1385, "NumberOfSymbolicFeatures": 1, "Quartile2KurtosisOfNumericAtts": 1.5975878180301373, "Dimensionality": 1.0702702702702702, "MeanNominalAttDistinctValues": null, "Quartile2MeansOfNumericAtts": 1.566661776061776, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 2.5454030022604397, "Quartile2MutualInformation": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 70.28931210148544, "Quartile2SkewnessOfNumericAtts": 0.27519230201705036, "MajorityClassSize": null, "MinAttributeEntropy": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.40087418573247124, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.9506797488174947, "MinMeansOfNumericAtts": -3.670980694980695, "PercentageOfInstancesWithMissingValues": 0, 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