{ "data_id": "34876", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4901", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4901", "version": 11, "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: CHEMBL4901 (TID: 100416), and it has 122 rows and 1024 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent FCFP 1024-bit Molecular Fingerprints which were generated from SMILES strings. They were obtained using the Pipeline Pilot program, Dassault Syst\u00e8mes BIOVIA. Generating Fingerprints do not usually require missing value imputation as all bits are generated.", "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 16:31:36", "update_comment": null, "last_update": "2016-07-15 16:31:36", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3541478\/data_32921.arff", "kaggle_url": null, "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 3, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4901", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4901 (TID: 100416), and it has 122 rows and 1024 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent FCFP 1024-bit Molecular Fingerprints which were generated from SMILES strings. They were obtained using the Pipeline Pilot program, Dassault Syst\u00e8mes BIOVIA. Generating Fingerprints do not u " ], "weight": 5 }, "qualities": { "NumberOfInstances": 122, "NumberOfFeatures": 1026, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1025, "NumberOfSymbolicFeatures": 1, "MaxSkewnessOfNumericAtts": 11.045361017187261, "MinStdDevOfNumericAtts": 0, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 11.045361017187252, "MaxStdDevOfNumericAtts": 0.7781404226370858, "MinorityClassPercentage": null, "Quartile1KurtosisOfNumericAtts": 13.067671590375294, "Quartile3StdDevOfNumericAtts": 0.1788127156121686, "MeanAttributeEntropy": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 0, "StdvNominalAttDistinctValues": null, "MeanKurtosisOfNumericAtts": 56.21731587022768, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 0.047983150739704106, "Quartile1SkewnessOfNumericAtts": 3.85404844818974, "MeanMutualInformation": null, "Quartile1StdDevOfNumericAtts": 0, "AutoCorrelation": 0.409801652892562, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNominalAttDistinctValues": null, "Quartile2KurtosisOfNumericAtts": 37.249874067274035, "Dimensionality": 8.40983606557377, "MeanSkewnessOfNumericAtts": 6.650056957598077, "Quartile2MeansOfNumericAtts": 0.008196721311475405, "EquivalentNumberOfAtts": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 0.11452300640925793, "Quartile2MutualInformation": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2SkewnessOfNumericAtts": 6.216060541239117, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -2.0156100658887013, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.09053574604251863, "MaxKurtosisOfNumericAtts": 122.00000000000001, "MinMeansOfNumericAtts": 0, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxMeansOfNumericAtts": 5.363057377049181, "MinMutualInformation": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 121.9999999999997, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfNumericFeatures": 99.90253411306043, "Quartile3MeansOfNumericAtts": 0.03278688524590162, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -7.712012785499241, "PercentageOfSymbolicFeatures": 0.09746588693957114, "Quartile3MutualInformation": null }, "tags": [ { "tag": "MetaQSAR", "uploader": "62" }, { "tag": "study_13", "uploader": "62" } ], "features": [ { "name": "pXC50", "index": "1025", "type": "numeric", "distinct": "35", "missing": "0", "target": "1", "min": "5", "max": "8", "mean": "5", "stdev": "1" }, { "name": "molecule_id", "index": "0", "type": "nominal", "distinct": "122", "missing": "0", "identifier": "1", "distr": [] }, { "name": "FCFP4_1024b306", "index": "256", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": 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