216941
2
Joaquin Vanschoren
2065
Supervised Classification
predictive_accuracy
1194
weka.RandomSubSpace_REPTree(4)
2053
weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
M
2
1077
V
0.001
1077
N
3
1077
S
1
1077
L
-1
1077
I
0.0
1077
P
0.5
1194
S
1
1194
num-slots
1
1194
I
20
1194
W
weka.classifiers.trees.REPTree
1194
study_1
weka
weka_3.7.12
171
primary-tumor
https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff
-1
724950
description
https://api.openml.org/data/download/724950/weka_generated_run7313023986920516868.xml
-1
724953
model_readable
https://api.openml.org/data/download/724953/WekaModel_weka.classifiers.meta.RandomSubSpace2996995775640648494.model
-1
724952
model_serialized
https://api.openml.org/data/download/724952/WekaSerialized_weka.classifiers.meta.RandomSubSpace3199347827604186114.model
-1
724951
predictions
https://api.openml.org/data/download/724951/weka_generated_predictions7726452501908475058.arff
area_under_roc_curve
0.814344 [0.856303,0.985893,0.66835,0.816923,0.717479,0.107988,0.696923,0.516016,0.0,0.989614,0.793294,0.890964,0.524312,0.78254,0.446588,0.100592,0.905775,0.937987,0.556056,0.571217,0.127219,0.969312]
average_cost
0
f_measure
0.347469 [0.542857,0.780488,0,0.235294,0.042553,0,0,0,0,0,0.217391,0.457143,0,0.076923,0,0,0,0.578947,0,0,0,0.816327]
kappa
0.328175
kb_relative_information_score
86.344977
mean_absolute_error
0.071124
mean_prior_absolute_error
0.081209
number_of_instances
339 [84,20,9,14,39,1,14,6,0,2,28,16,7,24,2,1,10,29,6,2,1,24]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.357838 [0.387755,0.761905,0,0.666667,0.125,0,0,0,0,0,0.277778,0.421053,0,0.5,0,0,0,0.468085,0,0,0,0.8]
predictive_accuracy
0.445428
prior_entropy
3.754223
recall
0.445428 [0.904762,0.8,0,0.142857,0.025641,0,0,0,0,0,0.178571,0.5,0,0.041667,0,0,0,0.758621,0,0,0,0.833333]
relative_absolute_error
0.87581
root_mean_prior_squared_error
0.201084
root_mean_squared_error
0.182992
root_relative_squared_error
0.910029
scimark_benchmark
1299.578276 [786.7571646357777, 1002.0566978573177, 540.7916574474941, 1100.9827609411695, 3067.3030983411772]
total_cost
0
usercpu_time_millis
40
usercpu_time_millis_testing
0
usercpu_time_millis_training
40
area_under_roc_curve
0.865283 [0.802885,1,0.878788,0.65625,0.85,0.0,0.878788,0.0,0.0,1,0.833333,0.921875,0.818182,0.796875,0.0,0.0,0.80303,0.989247,0.0,0.0,0.0,1]
area_under_roc_curve
0.854241 [0.875,0.96875,0.787879,1,0.575,0.0,0.727273,0.0,0.0,1,0.784946,0.969697,0.878788,0.875,0.0,0.0,1,0.860215,0.0,0.757576,0.0,1]
area_under_roc_curve
0.782783 [0.798077,0.984375,0.424242,0.734375,0.741667,0.0,0.772727,0.212121,0.0,0.0,0.921875,0.984848,0.121212,0.90625,0.0,0.5,0.909091,0.849462,0.0,0.69697,0.0,1]
area_under_roc_curve
0.822392 [0.894231,0.9375,0.575758,0.890625,0.725,0.5,0.424242,0.787879,0.0,0.0,0.96875,0.787879,0.772727,0.523438,0.575758,0.0,0.939394,0.967742,0.0,0.0,0.0,1]
area_under_roc_curve
0.872013 [0.955556,1,0.757576,1,0.858333,0.0,0.818182,0.090909,0.0,0.0,0.655914,1,0.939394,0.90625,0.787879,0.0,1,0.935484,0.69697,0.0,0.0,0.96875]
area_under_roc_curve
0.82705 [0.817778,0.984375,0.515152,0.69697,0.7,0.0,0.765625,1,0.0,0.0,0.860215,0.90625,0.0,0.953125,0.0,0.0,0.909091,0.88172,0.393939,0.0,0.0,1]
area_under_roc_curve
0.805161 [0.791111,0.984375,0.69697,0.878788,0.784946,0.0,0.625,0.969697,0.0,0.0,0.55914,0.953125,0.0,0.795699,0.0,0.0,0.909091,0.989247,0.757576,0.0,0.0,0.765625]
area_under_roc_curve
0.870325 [0.96,1,0.0,0.939394,0.775,0.0,0.679688,0.212121,0.0,0.0,0.919355,0.765625,0.0,0.822581,0.0,0.0,0.984848,0.956989,0.727273,0.0,0.0,1]
area_under_roc_curve
0.804059 [0.841346,1,0.727273,1,0.6375,0.0,0.765625,0.0,0.0,0.0,0.806452,0.75,0.212121,0.849462,0.0,0.0,1,0.976562,0.69697,0.0,0.5,0.984375]
area_under_roc_curve
0.778052 [0.88,1,0.75,0.8125,0.603448,0.0,0.375,0.0,0.0,0.0,0.811111,0.983871,0.03125,0.555556,0.0,0.0,0.84375,0.988889,0.375,0.0,0.0,1]
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
0.371148 [0.571429,1,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.571429,0,0,0,1]
f_measure
0.320728 [0.571429,0.666667,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.5,0,0,0,1]
f_measure
0.317927 [0.5,0.571429,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.666667,0,0,0,1]
f_measure
0.32493 [0.5,0.5,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0,0.571429,0,0,0,1]
f_measure
0.332773 [0.533333,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0.571429,0,0,0,0.4]
f_measure
0.344975 [0.5625,0.666667,0,0,0.333333,0,0,0,0,0,0,0.333333,0,0,0,0,0,0.666667,0,0,0,0.666667]
f_measure
0.298739 [0.5,0.5,0,0,0,0,0,0,0,0,0.285714,0.333333,0,0,0,0,0,0.6,0,0,0,0.666667]
f_measure
0.345365 [0.545455,1,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.5,0,0,0,1]
f_measure
0.352677 [0.518519,1,0,1,0,0,0,0,0,0,0.4,0,0,0.5,0,0,0,0.571429,0,0,0,0.5]
f_measure
0.376492 [0.636364,1,0,0,0,0,0,0,0,0,0.4,0.5,0,0,0,0,0,0.6,0,0,0,0.666667]
kappa
0.361169
kappa
0.327083
kappa
0.329876
kappa
0.328482
kappa
0.310566
kappa
0.297826
kappa
0.264676
kappa
0.331148
kappa
0.332645
kappa
0.394168
kb_relative_information_score
10.082163
kb_relative_information_score
9.594374
kb_relative_information_score
7.305426
kb_relative_information_score
8.453706
kb_relative_information_score
9.178401
kb_relative_information_score
8.264615
kb_relative_information_score
8.306729
kb_relative_information_score
8.489289
kb_relative_information_score
8.232803
kb_relative_information_score
8.437471
mean_absolute_error
0.069605
mean_absolute_error
0.071392
mean_absolute_error
0.073817
mean_absolute_error
0.071032
mean_absolute_error
0.070447
mean_absolute_error
0.071526
mean_absolute_error
0.071801
mean_absolute_error
0.070365
mean_absolute_error
0.071951
mean_absolute_error
0.069244
mean_prior_absolute_error
0.081317
mean_prior_absolute_error
0.081421
mean_prior_absolute_error
0.081592
mean_prior_absolute_error
0.081592
mean_prior_absolute_error
0.081006
mean_prior_absolute_error
0.080851
mean_prior_absolute_error
0.080962
mean_prior_absolute_error
0.08074
mean_prior_absolute_error
0.081495
mean_prior_absolute_error
0.081111
number_of_instances
34 [8,2,1,2,4,0,1,0,0,1,3,2,1,2,0,0,1,3,0,0,0,3]
number_of_instances
34 [8,2,1,2,4,0,1,0,0,1,3,1,1,2,0,0,1,3,0,1,0,3]
number_of_instances
34 [8,2,1,2,4,0,1,1,0,0,2,1,1,2,0,1,1,3,0,1,0,3]
number_of_instances
34 [8,2,1,2,4,1,1,1,0,0,2,1,1,2,1,0,1,3,0,0,0,3]
number_of_instances
34 [9,2,1,1,4,0,1,1,0,0,3,1,1,2,1,0,1,3,1,0,0,2]
number_of_instances
34 [9,2,1,1,4,0,2,1,0,0,3,2,0,2,0,0,1,3,1,0,0,2]
number_of_instances
34 [9,2,1,1,3,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2]
number_of_instances
34 [9,2,0,1,4,0,2,1,0,0,3,2,0,3,0,0,1,3,1,0,0,2]
number_of_instances
34 [8,2,1,1,4,0,2,0,0,0,3,2,1,3,0,0,1,2,1,0,1,2]
number_of_instances
33 [8,2,1,1,4,0,1,0,0,0,3,2,1,3,0,0,1,3,1,0,0,2]
precision
0.344118 [0.4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.5,0,0,0,1]
precision
0.286275 [0.4,1,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,0,0,0.4,0,0,0,1]
precision
0.267647 [0.35,0.4,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1]
precision
0.273529 [0.35,0.5,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0.5,0,0,0,1]
precision
0.282213 [0.380952,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0.5,0,0,0,0.333333]
precision
0.353581 [0.391304,1,0,0,0.5,0,0,0,0,0,0,0.25,0,0,0,0,0,0.666667,0,0,0,1]
precision
0.268697 [0.4,0.5,0,0,0,0,0,0,0,0,0.25,0.25,0,0,0,0,0,0.428571,0,0,0,1]
precision
0.311029 [0.375,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.4,0,0,0,1]
precision
0.360217 [0.368421,1,0,1,0,0,0,0,0,0,0.5,0,0,1,0,0,0,0.4,0,0,0,0.5]
precision
0.32684 [0.5,1,0,0,0,0,0,0,0,0,0.5,0.5,0,0,0,0,0,0.428571,0,0,0,0.5]
predictive_accuracy
0.470588
predictive_accuracy
0.441176
predictive_accuracy
0.441176
predictive_accuracy
0.441176
predictive_accuracy
0.441176
predictive_accuracy
0.441176
predictive_accuracy
0.382353
predictive_accuracy
0.470588
predictive_accuracy
0.441176
predictive_accuracy
0.484848
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
prior_entropy
3.754223
recall
0.470588 [1,1,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1]
recall
0.441176 [1,0.5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.666667,0,0,0,1]
recall
0.441176 [0.875,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.666667,0,0,0,1]
recall
0.441176 [0.875,0.5,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0.666667,0,0,0,1]
recall
0.441176 [0.888889,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0.666667,0,0,0,0.5]
recall
0.441176 [1,0.5,0,0,0.25,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,0.5]
recall
0.382353 [0.666667,0.5,0,0,0,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,1,0,0,0,0.5]
recall
0.470588 [1,1,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,1]
recall
0.441176 [0.875,1,0,1,0,0,0,0,0,0,0.333333,0,0,0.333333,0,0,0,1,0,0,0,0.5]
recall
0.484848 [0.875,1,0,0,0,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,1,0,0,0,1]
relative_absolute_error
0.855971
relative_absolute_error
0.876825
relative_absolute_error
0.904718
relative_absolute_error
0.870582
relative_absolute_error
0.869651
relative_absolute_error
0.884664
relative_absolute_error
0.886845
relative_absolute_error
0.871502
relative_absolute_error
0.882884
relative_absolute_error
0.8537
root_mean_prior_squared_error
0.201354
root_mean_prior_squared_error
0.201611
root_mean_prior_squared_error
0.202033
root_mean_prior_squared_error
0.202033
root_mean_prior_squared_error
0.20058
root_mean_prior_squared_error
0.200192
root_mean_prior_squared_error
0.200469
root_mean_prior_squared_error
0.199914
root_mean_prior_squared_error
0.201795
root_mean_prior_squared_error
0.20084
root_mean_squared_error
0.179578
root_mean_squared_error
0.183602
root_mean_squared_error
0.188898
root_mean_squared_error
0.183465
root_mean_squared_error
0.180465
root_mean_squared_error
0.183817
root_mean_squared_error
0.184226
root_mean_squared_error
0.179888
root_mean_squared_error
0.185007
root_mean_squared_error
0.180706
root_relative_squared_error
0.891852
root_relative_squared_error
0.910675
root_relative_squared_error
0.934985
root_relative_squared_error
0.908093
root_relative_squared_error
0.899717
root_relative_squared_error
0.918207
root_relative_squared_error
0.918976
root_relative_squared_error
0.899829
root_relative_squared_error
0.916808
root_relative_squared_error
0.899749
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
30
usercpu_time_millis
40
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
40
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
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_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
30
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30