{ "data_id": "24855", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2605", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2605", "version": 8, "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: CHEMBL2605 (TID: 17086), and it has 74 rows and 1218 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 15:34:40", "update_comment": null, "last_update": "2016-07-14 15:34:40", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3254900\/data_49118.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 1, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2605", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2605 (TID: 17086), and it has 74 rows and 1218 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": 74, "NumberOfFeatures": 1220, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1219, "NumberOfSymbolicFeatures": 1, "MeanStdDevOfNumericAtts": 25.387954192539993, "Quartile2MutualInformation": null, "MajorityClassPercentage": null, "MinAttributeEntropy": null, "Quartile2SkewnessOfNumericAtts": 0.5937604108057392, "MajorityClassSize": null, "MinKurtosisOfNumericAtts": -2.0532064217664643, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.37788378178495274, "MaxAttributeEntropy": null, "MinMeansOfNumericAtts": -4.0033648648648645, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxKurtosisOfNumericAtts": 74.00000000000037, "MinMutualInformation": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 4.3646346267676, "MaxMeansOfNumericAtts": 9700.594594594595, "MinNominalAttDistinctValues": null, 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