{ "data_id": "38900", "name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2362979", "exact_name": "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2362979", "version": 12, "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: CHEMBL2362979 (TID: 105691), and it has 214 rows and 67 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). Feature selection was also applied.", "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": "2016-07-16 05:55:45", "update_comment": null, "last_update": "2016-07-16 05:55:45", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3656525\/data_53269.arff", "default_target_attribute": "pXC50", "row_id_attribute": "molecule_id", "ignore_attribute": null, "runs": 2, "suggest": { "input": [ "QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2362979", "This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2362979 (TID: 105691), and it has 214 rows and 67 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). Feature selection was also applied. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 214, "NumberOfFeatures": 69, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 68, "NumberOfSymbolicFeatures": 1, "PercentageOfNumericFeatures": 98.55072463768117, "Quartile3MeansOfNumericAtts": 4.605639018691589, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfSymbolicFeatures": 1.4492753623188406, "Quartile3MutualInformation": null, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -3.245253526938868, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": -0.35963676696373925, "MaxSkewnessOfNumericAtts": 2.480974345805509, "MinStdDevOfNumericAtts": 0.0797754846130159, "Quartile1KurtosisOfNumericAtts": 0.8281510671064781, "Quartile3StdDevOfNumericAtts": 0.7265947023344768, "MaxStdDevOfNumericAtts": 22.13446191375785, "MinorityClassPercentage": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 3.3222616822429902, "StdvNominalAttDistinctValues": null, "MeanAttributeEntropy": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanKurtosisOfNumericAtts": 4.018699513381317, "Quartile1SkewnessOfNumericAtts": -1.7845206734535026, "MeanMeansOfNumericAtts": 5.298792743265531, "Quartile1StdDevOfNumericAtts": 0.2790205724782641, "AutoCorrelation": 0.8175023474178403, "MeanMutualInformation": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2KurtosisOfNumericAtts": 2.3907461914131867, "Dimensionality": 0.32242990654205606, "MeanNominalAttDistinctValues": null, "Quartile2MeansOfNumericAtts": 3.817754672897196, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": -0.8481091645161444, "Quartile2MutualInformation": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 0.950282410430561, "Quartile2SkewnessOfNumericAtts": -0.5840794350829598, "MajorityClassSize": null, "MinAttributeEntropy": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.44192025853466954, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.1203545876507197, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxKurtosisOfNumericAtts": 21.957584127331895, "MinMeansOfNumericAtts": 0.5167943925233645, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 6.0975642992240475, "MaxMeansOfNumericAtts": 90.32413551401869, "MinMutualInformation": null }, "tags": [ { "tag": "MetaQSAR", "uploader": "62" }, { "tag": "study_13", "uploader": "62" } ], "features": [ { "name": "pXC50", "index": "68", "type": "numeric", "distinct": "19", "missing": "0", "target": "1", "min": "4", "max": "5", "mean": "4", "stdev": "0" }, { "name": "molecule_id", "index": "0", "type": "nominal", "distinct": "214", "missing": "0", "identifier": "1", "distr": [] }, { "name": "SpMin1_Bh.e.", "index": "1", "type": "numeric", "distinct": "143", "missing": "0", "min": "1", "max": "2", "mean": "2", "stdev": "0" }, { "name": "SpMin1_Bh.p.", "index": "2", "type": "numeric", "distinct": "143", "missing": "0", "min": "2", "max": "2", "mean": "2", "stdev": "0" }, { "name": "SpMin1_Bh.v.", "index": "3", "type": "numeric", "distinct": "140", "missing": "0", "min": "2", "max": "2", "mean": "2", "stdev": "0" }, { "name": "Eig01_EA.ri.", "index": "4", "type": "numeric", "distinct": "179", "missing": "0", "min": "2", "max": "4", "mean": "3", "stdev": "0" }, { "name": "SpMax_EA.ri.", "index": "5", "type": "numeric", "distinct": "179", "missing": "0", "min": "2", "max": "4", "mean": "3", "stdev": "0" }, { "name": "SpDiam_AEA.bo.", "index": "6", "type": "numeric", "distinct": "184", "missing": "0", "min": "5", "max": "6", "mean": "5", "stdev": "0" }, { "name": "SpMin1_Bh.i.", "index": "7", "type": "numeric", "distinct": "140", "missing": "0", "min": "1", "max": "2", "mean": "2", "stdev": "0" }, { "name": "SpDiam_EA.ri.", "index": "8", "type": "numeric", "distinct": "180", "missing": "0", "min": "4", "max": "6", "mean": "5", "stdev": "0" }, { "name": "MPC07", "index": "9", "type": "numeric", "distinct": "122", "missing": "0", "min": "0", "max": "6", "mean": "4", "stdev": "1" }, { "name": "MPC08", "index": "10", "type": "numeric", "distinct": "124", "missing": "0", "min": "0", "max": "6", "mean": "4", "stdev": "1" }, { "name": "DLS_cons", "index": "11", "type": "numeric", "distinct": "24", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DLS_04", "index": "12", "type": "numeric", "distinct": "8", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "AAC", "index": "13", "type": "numeric", "distinct": "177", "missing": "0", "min": "1", "max": "2", "mean": "2", "stdev": "0" }, { "name": "AECC", "index": "14", "type": "numeric", "distinct": "195", "missing": "0", "min": "3", "max": "15", "mean": "9", "stdev": "2" }, { "name": "ALOGP", "index": "15", "type": "numeric", "distinct": "208", "missing": "0", "min": "-1", "max": "7", "mean": "3", "stdev": "1" }, { "name": "ALOGP2", "index": "16", "type": "numeric", "distinct": "211", "missing": "0", "min": "0", "max": "44", "mean": "11", "stdev": "8" }, { "name": "AMR", "index": "17", "type": "numeric", "distinct": "212", "missing": "0", "min": "30", "max": "157", "mean": "90", "stdev": "22" }, { "name": "AMW", "index": "18", "type": "numeric", "distinct": "203", "missing": "0", "min": "5", "max": "15", "mean": "8", "stdev": "2" }, { "name": "ARR", "index": "19", "type": "numeric", "distinct": "95", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "ATS1e", "index": "20", "type": "numeric", "distinct": "193", "missing": "0", "min": "3", "max": "4", "mean": "4", "stdev": "0" }, { "name": "ATS1i", "index": "21", "type": "numeric", "distinct": "184", "missing": "0", "min": "3", "max": "5", "mean": "4", "stdev": "0" }, { "name": "ATS1m", "index": "22", "type": "numeric", "distinct": "184", "missing": "0", "min": "3", "max": "4", "mean": "3", "stdev": "0" }, { "name": "ATS1p", "index": "23", "type": "numeric", "distinct": "192", "missing": "0", "min": "2", "max": "4", "mean": "3", "stdev": "0" }, { "name": "ATS1s", "index": "24", "type": "numeric", "distinct": "188", "missing": "0", "min": "4", "max": "5", "mean": "5", "stdev": "0" }, { "name": "ATS1v", "index": "25", "type": "numeric", "distinct": "187", "missing": "0", "min": "2", "max": "4", "mean": "3", "stdev": "0" }, { "name": "ATS2e", "index": "26", "type": "numeric", "distinct": "192", "missing": "0", "min": "3", "max": "5", "mean": "4", "stdev": "0" }, { "name": "ATS2i", "index": "27", "type": "numeric", "distinct": "196", "missing": "0", "min": "3", "max": "5", "mean": "4", "stdev": "0" }, { "name": "ATS2m", "index": "28", "type": "numeric", "distinct": "185", "missing": "0", "min": "3", "max": "4", "mean": "4", "stdev": "0" }, { "name": "ATS2p", "index": "29", "type": "numeric", "distinct": "193", "missing": "0", "min": "3", "max": "4", "mean": "4", "stdev": "0" }, { "name": "ATS2s", "index": "30", "type": "numeric", "distinct": "189", "missing": "0", "min": "4", "max": "6", "mean": "5", "stdev": "0" }, { "name": "ATS2v", "index": "31", "type": "numeric", "distinct": "196", "missing": "0", "min": "2", "max": "4", "mean": "4", "stdev": "0" }, { "name": "ATS3e", "index": "32", "type": "numeric", "distinct": "200", "missing": "0", "min": "3", "max": "5", "mean": "4", "stdev": "0" }, { "name": "ATS3i", "index": "33", "type": "numeric", "distinct": "201", "missing": "0", "min": "3", "max": "6", "mean": "5", "stdev": "0" }, { "name": "ATS3m", "index": "34", "type": "numeric", "distinct": "193", "missing": "0", "min": "2", "max": "5", "mean": "4", "stdev": "0" }, { "name": "ATS3p", "index": "35", "type": "numeric", "distinct": "189", "missing": "0", "min": "2", "max": "5", "mean": "4", "stdev": "0" }, { "name": "ATS3s", "index": "36", "type": "numeric", "distinct": "193", "missing": "0", "min": "4", "max": "6", "mean": "6", "stdev": "0" }, { "name": "ATS3v", "index": "37", "type": "numeric", "distinct": "196", "missing": "0", "min": "2", "max": "4", "mean": "4", "stdev": "0" }, { "name": "ATS4e", "index": "38", "type": "numeric", "distinct": "192", "missing": "0", "min": "3", "max": "6", "mean": "5", "stdev": "0" }, { "name": "ATS4i", "index": "39", "type": "numeric", "distinct": "198", "missing": "0", "min": "3", "max": "6", "mean": "5", "stdev": "0" }, { "name": "ATS4m", "index": "40", "type": "numeric", "distinct": "194", "missing": "0", "min": "1", "max": "5", "mean": "4", "stdev": "0" }, { "name": "ATS4p", "index": "41", "type": "numeric", "distinct": "200", "missing": "0", "min": "2", "max": "5", "mean": "4", "stdev": "0" }, { "name": "ATS4s", "index": "42", "type": "numeric", "distinct": "196", "missing": "0", "min": "4", "max": "7", "mean": "6", "stdev": "0" }, { "name": "ATS4v", "index": "43", "type": "numeric", "distinct": "192", "missing": "0", "min": "1", "max": "5", "mean": "4", "stdev": "0" }, { "name": "ATS5e", "index": "44", "type": "numeric", "distinct": "197", "missing": "0", "min": "2", "max": "6", "mean": "4", "stdev": "1" }, { "name": "ATS5i", "index": "45", "type": "numeric", "distinct": "204", "missing": "0", "min": "2", "max": "6", "mean": "5", "stdev": "1" }, { "name": "ATS5m", "index": "46", "type": "numeric", "distinct": "202", "missing": "0", "min": "0", "max": "4", "mean": "4", "stdev": "1" }, { "name": "ATS5p", "index": "47", "type": "numeric", "distinct": "200", "missing": "0", "min": "1", "max": "5", "mean": "4", "stdev": "1" }, { "name": "ATS5s", "index": "48", "type": "numeric", "distinct": "204", "missing": "0", "min": "2", "max": "7", "mean": "6", "stdev": "1" }, { "name": "ATS5v", "index": "49", "type": "numeric", "distinct": "199", "missing": "0", "min": "0", "max": "5", "mean": "4", "stdev": "1" }, { "name": "ATS6e", "index": "50", "type": "numeric", "distinct": "201", "missing": "0", "min": "0", "max": "6", "mean": "4", "stdev": "1" }, { "name": "ATS6i", "index": "51", "type": "numeric", "distinct": "198", "missing": "0", "min": "0", "max": "6", "mean": "4", "stdev": "1" }, { "name": "ATS6m", "index": "52", "type": "numeric", "distinct": "206", "missing": "0", "min": "0", "max": "5", "mean": "3", "stdev": "1" }, { "name": "ATS6p", "index": "53", "type": "numeric", "distinct": "197", "missing": "0", "min": "0", "max": "5", "mean": "3", "stdev": "1" }, { "name": "ATS6s", "index": "54", "type": "numeric", "distinct": "202", "missing": "0", "min": "0", "max": "7", "mean": "5", "stdev": "1" }, { "name": "ATS6v", "index": "55", "type": "numeric", "distinct": "200", "missing": "0", "min": "0", "max": "4", "mean": "3", "stdev": "1" }, { "name": "ATS7e", "index": "56", "type": "numeric", "distinct": "200", "missing": "0", "min": "0", "max": "5", "mean": "4", "stdev": "1" }, { "name": "ATS7i", "index": "57", "type": "numeric", "distinct": "201", "missing": "0", "min": "0", "max": "6", "mean": "4", "stdev": "1" }, { "name": "ATS7m", "index": "58", "type": "numeric", "distinct": "204", "missing": "0", "min": "0", "max": "4", "mean": "3", "stdev": "1" }, { "name": "ATS7p", "index": "59", "type": "numeric", "distinct": "196", "missing": "0", "min": "0", "max": "5", "mean": "3", "stdev": "1" }, { "name": "ATS7s", "index": "60", "type": "numeric", "distinct": "202", "missing": "0", "min": "0", "max": "7", "mean": "5", "stdev": "1" }, { "name": "ATS7v", "index": "61", "type": "numeric", "distinct": "204", "missing": "0", "min": "0", "max": "4", "mean": "3", "stdev": "1" }, { "name": "ATS8e", "index": "62", "type": "numeric", "distinct": "200", "missing": "0", "min": "0", "max": "5", "mean": "4", "stdev": "1" }, { "name": "ATS8i", "index": "63", "type": "numeric", "distinct": "197", "missing": "0", "min": "0", "max": "6", "mean": "4", "stdev": "1" }, { "name": "ATS8m", "index": "64", "type": "numeric", "distinct": "200", "missing": "0", "min": "0", "max": "4", "mean": "3", "stdev": "1" }, { "name": "ATS8p", "index": "65", "type": "numeric", "distinct": "197", "missing": "0", "min": "0", "max": "5", "mean": "3", "stdev": "1" }, { "name": "ATS8s", "index": "66", "type": "numeric", "distinct": "204", "missing": "0", "min": "0", "max": "7", "mean": "5", "stdev": "1" }, { "name": "ATS8v", "index": "67", "type": "numeric", "distinct": "198", "missing": "0", "min": "0", "max": "4", "mean": "3", "stdev": "1" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }