{ "data_id": "46273", "name": "mabbob_ela_as_5d_regression_modcma", "exact_name": "mabbob_ela_as_5d_regression_modcma", "version": 1, "version_label": "v1", "description": "Algorithm performane prediction problem on 1120 5d MA-BBOB test problems using ELA features to learn which of five algorithms has the highest AUCC.", "format": "arff", "uploader": "Olaf Mersmann", "uploader_id": 43372, "visibility": "public", "creator": "\"Diederich Vermetten\"", "contributor": "\"Konstantin Dietrich, Carola Doerr, Pascal Kerschke\"", "date": "2024-07-10 21:30:57", "update_comment": null, "last_update": "2024-07-10 21:30:57", "licence": "CC-BY", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22120781\/dataset", "default_target_attribute": "modcma", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "mabbob_ela_as_5d_regression_modcma", "Algorithm performane prediction problem on 1120 5d MA-BBOB test problems using ELA features to learn which of five algorithms has the highest AUCC. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1120, "NumberOfFeatures": 46, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 46, "NumberOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": 0.7412038512327184, "PercentageOfMissingValues": 0, "Dimensionality": 0.04107142857142857, "PercentageOfNumericFeatures": 100, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0 }, "tags": [], "features": [ { "name": "modcma", "index": "45", "type": "numeric", "distinct": "1119", "missing": "0", "target": "1", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "ela_meta.lin_simple.adj_r2", "index": "0", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "ela_meta.lin_simple.intercept", "index": "1", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "ela_meta.lin_simple.coef.min", "index": "2", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "ela_meta.lin_simple.coef.max", "index": "3", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "ela_meta.lin_simple.coef.max_by_min", "index": "4", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "141132", "mean": "221", "stdev": "4304" }, { "name": "ela_meta.lin_w_interact.adj_r2", "index": "5", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "ela_meta.quad_simple.adj_r2", "index": "6", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "ela_meta.quad_simple.cond", "index": "7", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "119004", "mean": "199", "stdev": "3946" }, { "name": "ela_meta.quad_w_interact.adj_r2", "index": "8", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "ela_distr.skewness", "index": "9", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-6", "max": "3", "mean": "-1", "stdev": "1" }, { "name": "ela_distr.kurtosis", "index": "10", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-1", "max": "62", "mean": "1", "stdev": "4" }, { "name": "ela_distr.number_of_peaks", "index": "11", "type": "numeric", "distinct": "25", "missing": "0", "min": "1", "max": "7", "mean": "2", "stdev": "1" }, { "name": "ela_level.mmce_lda_10", "index": "12", "type": "numeric", "distinct": "821", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "ela_level.mmce_qda_10", "index": "13", "type": "numeric", "distinct": "890", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "ela_level.lda_qda_10", "index": "14", "type": "numeric", "distinct": "1095", "missing": "0", "min": "1", "max": "34", "mean": "2", "stdev": "2" }, { "name": "ela_level.mmce_lda_25", "index": "15", "type": "numeric", "distinct": "985", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "ela_level.mmce_qda_25", "index": "16", "type": "numeric", "distinct": "981", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "ela_level.lda_qda_25", "index": "17", "type": "numeric", "distinct": "1110", "missing": "0", "min": "0", "max": "20", "mean": "1", "stdev": "1" }, { "name": "ela_level.mmce_lda_50", "index": "18", "type": "numeric", "distinct": "1050", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "ela_level.mmce_qda_50", "index": "19", "type": "numeric", "distinct": "1011", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "ela_level.lda_qda_50", "index": "20", "type": "numeric", "distinct": "1119", "missing": "0", "min": "1", "max": "7", "mean": "1", "stdev": "1" }, { "name": "nbc.nn_nb.sd_ratio", "index": "21", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "nbc.nn_nb.mean_ratio", "index": "22", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "nbc.nn_nb.cor", "index": "23", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "nbc.dist_ratio.coeff_var", "index": "24", "type": "numeric", "distinct": "1120", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "nbc.nb_fitness.cor", "index": "25", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-1", "max": "0", "mean": "0", "stdev": "0" }, { "name": "disp.ratio_mean_02", "index": "26", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "disp.ratio_mean_05", "index": "27", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "disp.ratio_mean_10", "index": "28", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "disp.ratio_mean_25", "index": "29", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "disp.ratio_median_02", "index": "30", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "disp.ratio_median_05", "index": "31", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "disp.ratio_median_10", "index": "32", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "disp.ratio_median_25", "index": "33", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "disp.diff_mean_02", "index": "34", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-4", "max": "3", "mean": "-1", "stdev": "1" }, { "name": "disp.diff_mean_05", "index": "35", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-3", "max": "2", "mean": "-1", "stdev": "1" }, { "name": "disp.diff_mean_10", "index": "36", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-2", "max": "2", "mean": "-1", "stdev": "1" }, { "name": "disp.diff_mean_25", "index": "37", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-1", "max": "2", "mean": "0", "stdev": "1" }, { "name": "disp.diff_median_02", "index": "38", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-4", "max": "4", "mean": "-1", "stdev": "1" }, { "name": "disp.diff_median_05", "index": "39", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-3", "max": "3", "mean": "-1", "stdev": "1" }, { "name": "disp.diff_median_10", "index": "40", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-2", "max": "2", "mean": "-1", "stdev": "1" }, { "name": "disp.diff_median_25", "index": "41", "type": "numeric", "distinct": "1120", "missing": "0", "min": "-1", "max": "2", "mean": "0", "stdev": "1" }, { "name": "ic.h_max", "index": "42", "type": "numeric", "distinct": "1120", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "ic.eps_s", "index": "43", "type": "numeric", "distinct": "216", "missing": "0", "min": "-1", "max": "0", "mean": "-1", "stdev": "0" }, { "name": "ic.m0", "index": "44", "type": "numeric", "distinct": "948", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" } ], "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 }