{ "data_id": "31231", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4567", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4567", "version": 9, "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: CHEMBL4567 (TID: 12657), and it has 83 rows and 1250 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 07:02:43", "update_comment": null, "last_update": "2016-07-15 07:02:43", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3442891\/data_50222.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4567", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4567 (TID: 12657), and it has 83 rows and 1250 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": 83, "NumberOfFeatures": 1252, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1251, "NumberOfSymbolicFeatures": 1, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.3517385204613987, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -2.034513942847277, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxKurtosisOfNumericAtts": 83.00000000000045, "MinMeansOfNumericAtts": -4.184457831325301, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 2.7717669662566955, "MaxMeansOfNumericAtts": 49080.48192771086, "MinMutualInformation": null, "PercentageOfNumericFeatures": 99.92012779552716, "Quartile3MeansOfNumericAtts": 7.159325301204819, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfSymbolicFeatures": 0.07987220447284345, "Quartile3MutualInformation": null, 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