{ "data_id": "32919", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2068", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2068", "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: CHEMBL2068 (TID: 30008), and it has 837 rows and 1385 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 11:26:51", "update_comment": null, "last_update": "2016-07-15 11:26:51", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3492635\/data_48854.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-CHEMBL2068", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2068 (TID: 30008), and it has 837 rows and 1385 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": 837, "NumberOfFeatures": 1387, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1386, "NumberOfSymbolicFeatures": 1, "MaxSkewnessOfNumericAtts": 28.930952282982172, "MinStdDevOfNumericAtts": 0.0001466568599869772, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 6.199966745620351, "MaxStdDevOfNumericAtts": 660119.3181882438, "MinorityClassPercentage": null, "Quartile1KurtosisOfNumericAtts": 1.4844727909037043, "Quartile3StdDevOfNumericAtts": 2.036193715436069, "MeanAttributeEntropy": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 0.23297491039426516, "StdvNominalAttDistinctValues": null, "MeanKurtosisOfNumericAtts": 44.09331411825408, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 271.4915119319149, "Quartile1SkewnessOfNumericAtts": 0.19673354510852592, "MeanMutualInformation": null, 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