{ "data_id": "33107", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926", "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: CHEMBL3926 (TID: 20009), and it has 18 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 11:55:52", "update_comment": null, "last_update": "2016-07-15 11:55:52", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3497103\/data_35141.arff", "kaggle_url": null, "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3926 (TID: 20009), and it has 18 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": 18, "NumberOfFeatures": 45, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 44, "NumberOfSymbolicFeatures": 1, "MeanKurtosisOfNumericAtts": 2.2759330178325543, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 14.339040404040404, "Quartile1SkewnessOfNumericAtts": 0.47661954426582753, "MeanMutualInformation": null, "Quartile1StdDevOfNumericAtts": 0.23570226039551584, "AutoCorrelation": 0.520058823529412, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNominalAttDistinctValues": null, "Quartile2KurtosisOfNumericAtts": 0.850920804892414, "Dimensionality": 2.5, "MeanSkewnessOfNumericAtts": 1.0165811953905723, "Quartile2MeansOfNumericAtts": 3.6285, "EquivalentNumberOfAtts": null, "MeanStdDevOfNumericAtts": 4.576280073347364, "Quartile2MutualInformation": null, 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