{ "data_id": "6399", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4177", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4177", "version": 1, "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: CHEMBL4177 (TID: CHEMBL4177), and it has 20 rows and 43 features (including IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings (with imputation of missing values if they exist).", "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": "2016-04-04 17:39:58", "update_comment": null, "last_update": "2016-04-04 17:39:58", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1859524\/data_35293.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4177", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4177 (TID: CHEMBL4177), and it has 20 rows and 43 features (including IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings (with imputation of missing values if they exist). " ], "weight": 5 }, "qualities": { "NumberOfInstances": 20, "NumberOfFeatures": 45, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 44, "NumberOfSymbolicFeatures": 1, "Quartile1SkewnessOfNumericAtts": 0.2387796063281983, "MeanMeansOfNumericAtts": 20.719573863636366, "Quartile1StdDevOfNumericAtts": 0.02625774593184329, "AutoCorrelation": -0.051473684210526394, "MeanMutualInformation": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2KurtosisOfNumericAtts": 0.2758959381615911, "Dimensionality": 2.25, "MeanNominalAttDistinctValues": null, "Quartile2MeansOfNumericAtts": 4.4125, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 1.110536373338861, "Quartile2MutualInformation": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 2.875525868628548, "Quartile2SkewnessOfNumericAtts": 0.9637498348320593, "MajorityClassSize": null, 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