{ "data_id": "35450", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3754", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3754", "version": 9, "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: CHEMBL3754 (TID: 17052), and it has 55 rows and 1220 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 18:04:30", "update_comment": null, "last_update": "2016-07-15 18:04:30", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3558313\/data_49781.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-CHEMBL3754", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3754 (TID: 17052), and it has 55 rows and 1220 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": 55, "NumberOfFeatures": 1222, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1221, "NumberOfSymbolicFeatures": 1, "MaxSkewnessOfNumericAtts": 7.416198487095682, "MinStdDevOfNumericAtts": 0.0010200019805882941, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.1620508142604584, "MaxStdDevOfNumericAtts": 14541.555907725571, "MinorityClassPercentage": null, "Quartile1KurtosisOfNumericAtts": 0.6616366031132852, "Quartile3StdDevOfNumericAtts": 1.6044744031860123, "MeanAttributeEntropy": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 0.4514545454545455, "StdvNominalAttDistinctValues": null, "MeanKurtosisOfNumericAtts": 5.049490700676947, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 78.64385444121808, "Quartile1SkewnessOfNumericAtts": -1.2539772995349416, "MeanMutualInformation": null, 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