{ "data_id": "35619", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3309", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3309", "version": 11, "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: CHEMBL3309 (TID: 12017), and it has 62 rows and 1213 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 18:32:24", "update_comment": null, "last_update": "2016-07-15 18:32:24", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3563624\/data_49530.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-CHEMBL3309", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3309 (TID: 12017), and it has 62 rows and 1213 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": 62, "NumberOfFeatures": 1215, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1214, "NumberOfSymbolicFeatures": 1, "MaxSkewnessOfNumericAtts": 7.874007874011811, "MinStdDevOfNumericAtts": 0.0003352229184836245, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.5071060425906715, "MaxStdDevOfNumericAtts": 7335313.174533989, "MinorityClassPercentage": null, "Quartile1KurtosisOfNumericAtts": 2.194506531266759, "Quartile3StdDevOfNumericAtts": 4.495111466575924, "MeanAttributeEntropy": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 1.2019475806451612, "StdvNominalAttDistinctValues": null, "MeanKurtosisOfNumericAtts": 8.320964982502836, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 11608.333350666946, "Quartile1SkewnessOfNumericAtts": -1.5360901233919697, "MeanMutualInformation": null, 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