Data
mabbob_ela_as_2d_classify

mabbob_ela_as_2d_classify

active ARFF CC-BY Visibility: public Uploaded 10-07-2024 by Olaf Mersmann
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Algorithm selection problem on 1120 2d MA-BBOB test problems using ELA features to learn which of five algorithms has the highest AUCC.

46 features

best_algorithm (target)string5 unique values
0 missing
ela_meta.lin_simple.adj_r2numeric1117 unique values
0 missing
ela_meta.lin_simple.interceptnumeric1117 unique values
0 missing
ela_meta.lin_simple.coef.minnumeric1116 unique values
0 missing
ela_meta.lin_simple.coef.maxnumeric1116 unique values
0 missing
ela_meta.lin_simple.coef.max_by_minnumeric1117 unique values
0 missing
ela_meta.lin_w_interact.adj_r2numeric1116 unique values
0 missing
ela_meta.quad_simple.adj_r2numeric1116 unique values
0 missing
ela_meta.quad_simple.condnumeric1118 unique values
0 missing
ela_meta.quad_w_interact.adj_r2numeric1116 unique values
0 missing
ela_distr.skewnessnumeric1118 unique values
0 missing
ela_distr.kurtosisnumeric1118 unique values
0 missing
ela_distr.number_of_peaksnumeric29 unique values
0 missing
ela_level.mmce_lda_10numeric613 unique values
0 missing
ela_level.mmce_qda_10numeric744 unique values
0 missing
ela_level.lda_qda_10numeric1062 unique values
0 missing
ela_level.mmce_lda_25numeric830 unique values
0 missing
ela_level.mmce_qda_25numeric892 unique values
0 missing
ela_level.lda_qda_25numeric1100 unique values
0 missing
ela_level.mmce_lda_50numeric1012 unique values
0 missing
ela_level.mmce_qda_50numeric949 unique values
0 missing
ela_level.lda_qda_50numeric1099 unique values
0 missing
nbc.nn_nb.sd_rationumeric1116 unique values
0 missing
nbc.nn_nb.mean_rationumeric1116 unique values
0 missing
nbc.nn_nb.cornumeric1116 unique values
0 missing
nbc.dist_ratio.coeff_varnumeric1116 unique values
0 missing
nbc.nb_fitness.cornumeric1118 unique values
0 missing
disp.ratio_mean_02numeric1104 unique values
0 missing
disp.ratio_mean_05numeric1112 unique values
0 missing
disp.ratio_mean_10numeric1114 unique values
0 missing
disp.ratio_mean_25numeric1114 unique values
0 missing
disp.ratio_median_02numeric1100 unique values
0 missing
disp.ratio_median_05numeric1112 unique values
0 missing
disp.ratio_median_10numeric1114 unique values
0 missing
disp.ratio_median_25numeric1114 unique values
0 missing
disp.diff_mean_02numeric1104 unique values
0 missing
disp.diff_mean_05numeric1112 unique values
0 missing
disp.diff_mean_10numeric1114 unique values
0 missing
disp.diff_mean_25numeric1114 unique values
0 missing
disp.diff_median_02numeric1100 unique values
0 missing
disp.diff_median_05numeric1112 unique values
0 missing
disp.diff_median_10numeric1114 unique values
0 missing
disp.diff_median_25numeric1114 unique values
0 missing
ic.h_maxnumeric1116 unique values
0 missing
ic.eps_snumeric430 unique values
0 missing
ic.m0numeric999 unique values
0 missing

19 properties

1120
Number of instances (rows) of the dataset.
46
Number of attributes (columns) of the dataset.
5
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
45
Number of numeric attributes.
0
Number of nominal attributes.
1.61
Percentage of instances belonging to the least frequent class.
18
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
1
Average class difference between consecutive instances.
0
Percentage of missing values.
0.04
Number of attributes divided by the number of instances.
97.83
Percentage of numeric attributes.
58.57
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
656
Number of instances belonging to the most frequent class.

0 tasks

Define a new task