330762
2
Joaquin Vanschoren
49
Supervised Classification
1079
weka.RandomForest(5)
1849
weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
100
1079
K
0
1079
S
1
1079
num-slots
1
1079
study_1
weka
weka_3.7.12
50
tic-tac-toe
https://www.openml.org/data/download/50/dataset_50_tic-tac-toe.arff
-1
1131343
description
https://api.openml.org/data/download/1131343/weka_generated_run1070417452321677537.xml
-1
1131346
model_readable
https://api.openml.org/data/download/1131346/WekaModel_weka.classifiers.trees.RandomForest6968006957505611444.model
-1
1131345
model_serialized
https://api.openml.org/data/download/1131345/WekaSerialized_weka.classifiers.trees.RandomForest7280738072896280293.model
-1
1131344
predictions
https://api.openml.org/data/download/1131344/weka_generated_predictions8451111410378920417.arff
area_under_roc_curve
0.997652 [0.997652,0.997652]
average_cost
0
f_measure
0.971612 [0.95814,0.978757]
kappa
0.936924
kb_relative_information_score
559.544694
mean_absolute_error
0.219631
mean_prior_absolute_error
0.453008
number_of_instances
958 [332,626]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.97227 [0.98722,0.964341]
predictive_accuracy
0.971816
prior_entropy
0.931246
recall
0.971816 [0.930723,0.99361]
relative_absolute_error
0.484829
root_mean_prior_squared_error
0.475873
root_mean_squared_error
0.259658
root_relative_squared_error
0.545645
scimark_benchmark
1322.006534 [791.0388663725514, 1009.4054944275033, 534.5988721466256, 1112.665560026635, 3162.3238791922336]
total_cost
0
usercpu_time_millis
110
usercpu_time_millis_testing
30
usercpu_time_millis_training
80
area_under_roc_curve
0.992785 [0.992785,0.992785]
area_under_roc_curve
0.999519 [0.999519,0.999519]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.994228 [0.994228,0.994228]
area_under_roc_curve
0.997114 [0.997114,0.997114]
area_under_roc_curve
0.995671 [0.995671,0.995671]
area_under_roc_curve
0.999526 [0.999526,0.999526]
area_under_roc_curve
0.998577 [0.998577,0.998577]
area_under_roc_curve
0.99609 [0.99609,0.99609]
area_under_roc_curve
1 [1,1]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.95763 [0.935484,0.969231]
f_measure
0.989544 [0.984615,0.992126]
f_measure
1 [1,1]
f_measure
0.968369 [0.952381,0.976744]
f_measure
0.968633 [0.953846,0.976378]
f_measure
0.947282 [0.920635,0.96124]
f_measure
0.989547 [0.985075,0.992]
f_measure
0.958033 [0.939394,0.968254]
f_measure
0.935792 [0.903226,0.953125]
f_measure
1 [1,1]
kappa
0.904903
kappa
0.976744
kappa
1
kappa
0.929204
kappa
0.930233
kappa
0.882006
kappa
0.977077
kappa
0.907692
kappa
0.85664
kappa
1
kb_relative_information_score
53.982212
kb_relative_information_score
55.725015
kb_relative_information_score
59.368707
kb_relative_information_score
55.283141
kb_relative_information_score
58.293896
kb_relative_information_score
54.015619
kb_relative_information_score
57.709239
kb_relative_information_score
57.739957
kb_relative_information_score
52.986422
kb_relative_information_score
54.440486
mean_absolute_error
0.226236
mean_absolute_error
0.219716
mean_absolute_error
0.207789
mean_absolute_error
0.219902
mean_absolute_error
0.207056
mean_absolute_error
0.229176
mean_absolute_error
0.216889
mean_absolute_error
0.214524
mean_absolute_error
0.229089
mean_absolute_error
0.226103
mean_prior_absolute_error
0.452148
mean_prior_absolute_error
0.452148
mean_prior_absolute_error
0.452148
mean_prior_absolute_error
0.452148
mean_prior_absolute_error
0.452148
mean_prior_absolute_error
0.452148
mean_prior_absolute_error
0.455339
mean_prior_absolute_error
0.455339
mean_prior_absolute_error
0.453257
mean_prior_absolute_error
0.453257
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [34,62]
number_of_instances
96 [34,62]
number_of_instances
95 [33,62]
number_of_instances
95 [33,62]
precision
0.960821 [1,0.940299]
precision
0.989746 [1,0.984375]
precision
1 [1,1]
precision
0.97017 [1,0.954545]
precision
0.96875 [0.96875,0.96875]
precision
0.948769 [0.966667,0.939394]
precision
0.989749 [1,0.984127]
precision
0.958659 [0.96875,0.953125]
precision
0.93858 [0.965517,0.924242]
precision
1 [1,1]
predictive_accuracy
0.958333
predictive_accuracy
0.989583
predictive_accuracy
1
predictive_accuracy
0.96875
predictive_accuracy
0.96875
predictive_accuracy
0.947917
predictive_accuracy
0.989583
predictive_accuracy
0.958333
predictive_accuracy
0.936842
predictive_accuracy
1
prior_entropy
0.931246
prior_entropy
0.931246
prior_entropy
0.931246
prior_entropy
0.931246
prior_entropy
0.931246
prior_entropy
0.931246
prior_entropy
0.931246
prior_entropy
0.931246
prior_entropy
0.931246
prior_entropy
0.931246
recall
0.958333 [0.878788,1]
recall
0.989583 [0.969697,1]
recall
1 [1,1]
recall
0.96875 [0.909091,1]
recall
0.96875 [0.939394,0.984127]
recall
0.947917 [0.878788,0.984127]
recall
0.989583 [0.970588,1]
recall
0.958333 [0.911765,0.983871]
recall
0.936842 [0.848485,0.983871]
recall
1 [1,1]
relative_absolute_error
0.500357
relative_absolute_error
0.485939
relative_absolute_error
0.459558
relative_absolute_error
0.486349
relative_absolute_error
0.457938
relative_absolute_error
0.506859
relative_absolute_error
0.476325
relative_absolute_error
0.47113
relative_absolute_error
0.50543
relative_absolute_error
0.498841
root_mean_prior_squared_error
0.474969
root_mean_prior_squared_error
0.474969
root_mean_prior_squared_error
0.474969
root_mean_prior_squared_error
0.474969
root_mean_prior_squared_error
0.474969
root_mean_prior_squared_error
0.474969
root_mean_prior_squared_error
0.478316
root_mean_prior_squared_error
0.478316
root_mean_prior_squared_error
0.476134
root_mean_prior_squared_error
0.476134
root_mean_squared_error
0.272701
root_mean_squared_error
0.261851
root_mean_squared_error
0.233921
root_mean_squared_error
0.264404
root_mean_squared_error
0.249064
root_mean_squared_error
0.265491
root_mean_squared_error
0.254631
root_mean_squared_error
0.253806
root_mean_squared_error
0.275031
root_mean_squared_error
0.263346
root_relative_squared_error
0.574144
root_relative_squared_error
0.551302
root_relative_squared_error
0.492497
root_relative_squared_error
0.556676
root_relative_squared_error
0.52438
root_relative_squared_error
0.558964
root_relative_squared_error
0.532349
root_relative_squared_error
0.530624
root_relative_squared_error
0.577634
root_relative_squared_error
0.553092
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
250
usercpu_time_millis
90
usercpu_time_millis
90
usercpu_time_millis
90
usercpu_time_millis
90
usercpu_time_millis
90
usercpu_time_millis
80
usercpu_time_millis
90
usercpu_time_millis
90
usercpu_time_millis
80
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_training
250
usercpu_time_millis_training
90
usercpu_time_millis_training
90
usercpu_time_millis_training
80
usercpu_time_millis_training
90
usercpu_time_millis_training
90
usercpu_time_millis_training
80
usercpu_time_millis_training
80
usercpu_time_millis_training
80
usercpu_time_millis_training
70