{ "data_id": "25056", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4847", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4847", "version": 5, "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: CHEMBL4847 (TID: 100142), and it has 10 rows and 1125 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": "2016-07-14 16:02:08", "update_comment": null, "last_update": "2016-07-14 16:02:08", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3260319\/data_50389.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4847", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4847 (TID: 100142), and it has 10 rows and 1125 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": 10, "NumberOfFeatures": 1127, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1126, "NumberOfSymbolicFeatures": 1, "MeanAttributeEntropy": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 1.00645, "StdvNominalAttDistinctValues": null, "MeanKurtosisOfNumericAtts": 3.3350060537600488, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 457.76958063943135, "Quartile1SkewnessOfNumericAtts": -0.7394865473004938, "MeanMutualInformation": null, "Quartile1StdDevOfNumericAtts": 0.2116652288440118, "AutoCorrelation": -0.5278888888888891, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNominalAttDistinctValues": null, "Quartile2KurtosisOfNumericAtts": 2.7849478871959485, "Dimensionality": 112.7, "MeanSkewnessOfNumericAtts": 0.4903034507967273, "Quartile2MeansOfNumericAtts": 3.70105, "EquivalentNumberOfAtts": null, "MeanStdDevOfNumericAtts": 854.8565310760474, "Quartile2MutualInformation": null, "MajorityClassPercentage": null, "MinAttributeEntropy": null, "Quartile2SkewnessOfNumericAtts": 0.6903788630921244, "MajorityClassSize": null, "MinKurtosisOfNumericAtts": -2.353820024794903, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.4724746311560324, "MaxAttributeEntropy": null, "MaxKurtosisOfNumericAtts": 10.000000000000004, "MinMeansOfNumericAtts": -4.282, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxMeansOfNumericAtts": 228751.8, "MinMutualInformation": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 5.392455728014729, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfNumericFeatures": 99.91126885536823, "Quartile3MeansOfNumericAtts": 10.81045, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -3.162277660168379, 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