{ "data_id": "35278", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075244", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075244", "version": 7, "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: CHEMBL1075244 (TID: 102949), and it has 10 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 17:36:54", "update_comment": null, "last_update": "2016-07-15 17:36:54", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3553419\/data_33549.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075244", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1075244 (TID: 102949), and it has 10 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": 10, "NumberOfFeatures": 45, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 44, "NumberOfSymbolicFeatures": 1, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null, "Dimensionality": 4.5, "MeanNominalAttDistinctValues": null, "Quartile2KurtosisOfNumericAtts": 0.9210767033240193, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 0.9069471193605989, "Quartile2MeansOfNumericAtts": 5.3, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 1.2454032839430043, "Quartile2MutualInformation": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2SkewnessOfNumericAtts": 0.8819951300076425, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -2.2767857142857157, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.6597368631183695, "MaxKurtosisOfNumericAtts": 10.000000000000004, "MinMeansOfNumericAtts": 0, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxMeansOfNumericAtts": 323.073, "MinMutualInformation": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 3.399321096424404, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfNumericFeatures": 97.77777777777777, "Quartile3MeansOfNumericAtts": 21.775, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -1.778781183844713, "PercentageOfSymbolicFeatures": 2.2222222222222223, "Quartile3MutualInformation": null, "MaxSkewnessOfNumericAtts": 3.1622776601683795, "MinStdDevOfNumericAtts": 0, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.7332762837532245, "MaxStdDevOfNumericAtts": 15.398842705432985, "MinorityClassPercentage": null, "Quartile1KurtosisOfNumericAtts": -0.6436576171841814, "Quartile3StdDevOfNumericAtts": 1.7349835101663076, "MeanAttributeEntropy": null, "MinorityClassSize": null, 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