338635
2
Joaquin Vanschoren
11
Supervised Classification
1089
weka.ExtraTree(1)
1859
weka.classifiers.trees.ExtraTree -- -K -1 -N -1 -S 1
K
-1
1089
N
-1
1089
S
1
1089
study_1
weka
weka_3.7.12
11
balance-scale
https://www.openml.org/data/download/11/dataset_11_balance-scale.arff
-1
1162104
description
https://api.openml.org/data/download/1162104/weka_generated_run5500657921883832230.xml
-1
1162107
model_readable
https://api.openml.org/data/download/1162107/WekaModel_weka.classifiers.trees.ExtraTree9219819116149067838.model
-1
1162106
model_serialized
https://api.openml.org/data/download/1162106/WekaSerialized_weka.classifiers.trees.ExtraTree8394179061074184300.model
-1
1162105
predictions
https://api.openml.org/data/download/1162105/weka_generated_predictions2677038376477285541.arff
area_under_roc_curve
0.831291 [0.857824,0.436632,0.871904]
average_cost
0
f_measure
0.786063 [0.846154,0,0.859712]
kappa
0.605388
kb_relative_information_score
339.239488
mean_absolute_error
0.1536
mean_prior_absolute_error
0.379764
number_of_instances
625 [288,49,288]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
precision
0.803591 [0.852113,0,0.891791]
predictive_accuracy
0.7696
prior_entropy
1.321213
recall
0.7696 [0.840278,0,0.829861]
relative_absolute_error
0.404462
root_mean_prior_squared_error
0.435577
root_mean_squared_error
0.391918
root_relative_squared_error
0.899768
scimark_benchmark
1319.577333 [815.4467018949382, 944.1230340248717, 536.870912, 1076.566655001292, 3224.8793610935986]
total_cost
0
usercpu_time_millis
10
usercpu_time_millis_testing
10
usercpu_time_millis_training
0
area_under_roc_curve
0.871197 [0.889452,0.474138,0.9214]
area_under_roc_curve
0.802231 [0.889452,0.405172,0.783469]
area_under_roc_curve
0.755578 [0.78854,0.387931,0.786004]
area_under_roc_curve
0.840264 [0.817951,0.413793,0.936105]
area_under_roc_curve
0.874746 [0.916329,0.448276,0.906694]
area_under_roc_curve
0.865987 [0.88767,0.456897,0.900731]
area_under_roc_curve
0.863027 [0.88767,0.482456,0.905462]
area_under_roc_curve
0.844146 [0.842215,0.464912,0.913866]
area_under_roc_curve
0.822709 [0.848739,0.412281,0.868339]
area_under_roc_curve
0.772657 [0.807773,0.421053,0.799373]
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
0.827011 [0.881356,0,0.915254]
f_measure
0.748685 [0.881356,0,0.745098]
f_measure
0.698925 [0.763636,0,0.754717]
f_measure
0.793351 [0.792453,0,0.931034]
f_measure
0.832756 [0.909091,0,0.9]
f_measure
0.829874 [0.881356,0,0.892857]
f_measure
0.817141 [0.881356,0,0.896552]
f_measure
0.801308 [0.83871,0,0.90566]
f_measure
0.775846 [0.830189,0,0.857143]
f_measure
0.717977 [0.793103,0,0.769231]
kappa
0.715447
kappa
0.528678
kappa
0.435208
kappa
0.603275
kappa
0.69685
kappa
0.685859
kappa
0.708098
kappa
0.656668
kappa
0.570749
kappa
0.486038
kb_relative_information_score
41.097047
kb_relative_information_score
28.931415
kb_relative_information_score
22.8486
kb_relative_information_score
33.493527
kb_relative_information_score
39.576343
kb_relative_information_score
38.146234
kb_relative_information_score
40.249572
kb_relative_information_score
37.208164
kb_relative_information_score
31.125348
kb_relative_information_score
26.563237
mean_absolute_error
0.10582
mean_absolute_error
0.190476
mean_absolute_error
0.232804
mean_absolute_error
0.15873
mean_absolute_error
0.116402
mean_absolute_error
0.11828
mean_absolute_error
0.107527
mean_absolute_error
0.129032
mean_absolute_error
0.172043
mean_absolute_error
0.204301
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.376241
mean_prior_absolute_error
0.380334
mean_prior_absolute_error
0.380334
mean_prior_absolute_error
0.380334
mean_prior_absolute_error
0.380334
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
62 [29,4,29]
number_of_instances
62 [29,5,28]
number_of_instances
62 [29,5,28]
number_of_instances
62 [28,5,29]
number_of_instances
62 [28,5,29]
precision
0.813228 [0.866667,0,0.9]
precision
0.796489 [0.866667,0,0.863636]
precision
0.755393 [0.807692,0,0.833333]
precision
0.831349 [0.875,0,0.931034]
precision
0.843535 [0.961538,0,0.870968]
precision
0.838471 [0.866667,0,0.925926]
precision
0.796774 [0.866667,0,0.866667]
precision
0.802072 [0.787879,0,0.96]
precision
0.81319 [0.88,0,0.888889]
precision
0.752969 [0.766667,0,0.869565]
predictive_accuracy
0.84127
predictive_accuracy
0.714286
predictive_accuracy
0.650794
predictive_accuracy
0.761905
predictive_accuracy
0.825397
predictive_accuracy
0.822581
predictive_accuracy
0.83871
predictive_accuracy
0.806452
predictive_accuracy
0.741935
predictive_accuracy
0.693548
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
recall
0.84127 [0.896552,0,0.931034]
recall
0.714286 [0.896552,0,0.655172]
recall
0.650794 [0.724138,0,0.689655]
recall
0.761905 [0.724138,0,0.931034]
recall
0.825397 [0.862069,0,0.931034]
recall
0.822581 [0.896552,0,0.862069]
recall
0.83871 [0.896552,0,0.928571]
recall
0.806452 [0.896552,0,0.857143]
recall
0.741935 [0.785714,0,0.827586]
recall
0.693548 [0.821429,0,0.689655]
relative_absolute_error
0.278468
relative_absolute_error
0.501242
relative_absolute_error
0.612629
relative_absolute_error
0.417701
relative_absolute_error
0.306314
relative_absolute_error
0.314372
relative_absolute_error
0.282717
relative_absolute_error
0.339261
relative_absolute_error
0.452348
relative_absolute_error
0.537163
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.431515
root_mean_prior_squared_error
0.436231
root_mean_prior_squared_error
0.436231
root_mean_prior_squared_error
0.436231
root_mean_prior_squared_error
0.436231
root_mean_squared_error
0.3253
root_mean_squared_error
0.436436
root_mean_squared_error
0.482498
root_mean_squared_error
0.39841
root_mean_squared_error
0.341178
root_mean_squared_error
0.343918
root_mean_squared_error
0.327913
root_mean_squared_error
0.359211
root_mean_squared_error
0.414781
root_mean_squared_error
0.451997
root_relative_squared_error
0.746344
root_relative_squared_error
1.001325
root_relative_squared_error
1.107007
root_relative_squared_error
0.914081
root_relative_squared_error
0.782772
root_relative_squared_error
0.797002
root_relative_squared_error
0.751696
root_relative_squared_error
0.823442
root_relative_squared_error
0.950829
root_relative_squared_error
1.036142
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
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
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
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0