{ "data_id": "33844", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1781860", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1781860", "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: CHEMBL1781860 (TID: 104152), and it has 21 rows and 1226 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 13:49:57", "update_comment": null, "last_update": "2016-07-15 13:49:57", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3515200\/data_48512.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-CHEMBL1781860", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1781860 (TID: 104152), and it has 21 rows and 1226 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": 21, "NumberOfFeatures": 1228, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1227, "NumberOfSymbolicFeatures": 1, "MaxSkewnessOfNumericAtts": 4.58257569495585, "MinStdDevOfNumericAtts": 0.0017981471945681567, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.0232748471170305, "MaxStdDevOfNumericAtts": 244275.7742180907, "MinorityClassPercentage": null, "Quartile1KurtosisOfNumericAtts": -0.5486179289874742, "Quartile3StdDevOfNumericAtts": 2.465411314085147, "MeanAttributeEntropy": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 0.7476190476190476, "StdvNominalAttDistinctValues": null, "MeanKurtosisOfNumericAtts": 1.7191286159957258, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 271.31990386928993, "Quartile1SkewnessOfNumericAtts": -0.4742992156624361, "MeanMutualInformation": null, 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