213865
2
Joaquin Vanschoren
2065
Supervised Classification
predictive_accuracy
1185
weka.Bagging_REPTree(8)
2035
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -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
100
1185
S
1
1185
num-slots
1
1185
I
80
1185
W
weka.classifiers.trees.REPTree
1185
study_1
weka
weka_3.7.12
171
primary-tumor
https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff
-1
712708
description
https://api.openml.org/data/download/712708/weka_generated_run7337367783346550556.xml
-1
712711
model_readable
https://api.openml.org/data/download/712711/WekaModel_weka.classifiers.meta.Bagging4337102342681333073.model
-1
712710
model_serialized
https://api.openml.org/data/download/712710/WekaSerialized_weka.classifiers.meta.Bagging2367305369155153924.model
-1
712709
predictions
https://api.openml.org/data/download/712709/weka_generated_predictions4011207484230656710.arff
area_under_roc_curve
0.813234 [0.855462,0.985893,0.785185,0.836703,0.69188,0.306213,0.665385,0.588088,0.0,0.985163,0.761369,0.89851,0.418675,0.753042,0.405045,0.273669,0.938298,0.923582,0.732232,0.902077,0.266272,0.950529]
average_cost
0
f_measure
0.370913 [0.618834,0.77551,0,0.2,0.105263,0,0,0,0,0,0.156863,0.363636,0,0.26087,0,0,0,0.533333,0,0,0,0.808511]
kappa
0.348369
kb_relative_information_score
111.641826
mean_absolute_error
0.065144
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.337431 [0.496403,0.655172,0,0.333333,0.166667,0,0,0,0,0,0.173913,0.285714,0,0.272727,0,0,0,0.434783,0,0,0,0.826087]
predictive_accuracy
0.442478
prior_entropy
3.754223
recall
0.442478 [0.821429,0.95,0,0.142857,0.076923,0,0,0,0,0,0.142857,0.5,0,0.25,0,0,0,0.689655,0,0,0,0.791667]
relative_absolute_error
0.802178
root_mean_prior_squared_error
0.201084
root_mean_squared_error
0.178918
root_relative_squared_error
0.889766
scimark_benchmark
939.449026 [547.8142687314753, 1013.1204302006943, 481.49857166643204, 902.6997108813531, 1752.1121496976039]
total_cost
0
usercpu_time_millis
330
usercpu_time_millis_testing
20
usercpu_time_millis_training
310
area_under_roc_curve
0.847818 [0.870192,1,0.757576,0.75,0.808333,0.0,0.969697,0.0,0.0,1,0.725806,0.984375,0.272727,0.53125,0.0,0.0,0.954545,0.989247,0.0,0.0,0.0,1]
area_under_roc_curve
0.850781 [0.855769,0.984375,0.666667,0.984375,0.575,0.0,0.69697,0.0,0.0,1,0.801075,0.954545,0.818182,0.859375,0.0,0.0,1,0.88172,0.0,0.939394,0.0,1]
area_under_roc_curve
0.725682 [0.620192,1,0.848485,0.53125,0.7,0.0,0.772727,0.060606,0.0,0.0,0.75,0.984848,0.19697,0.90625,0.0,0.5,0.909091,0.784946,0.0,0.909091,0.0,1]
area_under_roc_curve
0.799407 [0.836538,0.921875,0.484848,0.890625,0.691667,0.5,0.333333,0.848485,0.0,0.0,0.84375,0.939394,0.742424,0.617188,0.606061,0.0,0.848485,0.956989,0.0,0.0,0.0,1]
area_under_roc_curve
0.860258 [0.928889,1,0.848485,1,0.816667,0.0,0.69697,0.333333,0.0,0.0,0.72043,1,0.575758,0.9375,0.727273,0.0,1,0.935484,0.878788,0.0,0.0,0.859375]
area_under_roc_curve
0.833375 [0.76,0.96875,0.909091,0.818182,0.758333,0.0,0.765625,1,0.0,0.0,0.83871,0.890625,0.0,0.90625,0.0,0.0,0.939394,0.870968,0.69697,0.0,0.0,0.953125]
area_under_roc_curve
0.822728 [0.848889,1,0.939394,0.909091,0.795699,0.0,0.609375,1,0.0,0.0,0.591398,0.9375,0.0,0.688172,0.0,0.0,0.787879,0.989247,0.909091,0.0,0.0,0.75]
area_under_roc_curve
0.862577 [0.928889,1,0.0,0.969697,0.633333,0.0,0.84375,0.5,0.0,0.0,0.956989,0.773438,0.0,0.758065,0.0,0.0,0.984848,0.967742,0.69697,0.0,0.0,1]
area_under_roc_curve
0.817516 [0.918269,1,0.818182,1,0.620833,0.0,0.828125,0.0,0.0,0.0,0.612903,0.8125,0.393939,0.827957,0.0,0.0,0.939394,0.992188,0.757576,0.0,0.5,0.984375]
area_under_roc_curve
0.805458 [0.925,1,0.84375,0.84375,0.530172,0.0,0.25,0.0,0.0,0.0,0.755556,0.983871,0.3125,0.666667,0.0,0.0,0.9375,0.983333,0.6875,0.0,0.0,1]
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
0.346716 [0.592593,0.8,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0,0.571429,0,0,0,0.8]
f_measure
0.303361 [0.571429,0.8,0,0,0,0,0,0,0,0,0,0.285714,0,0,0,0,0,0.285714,0,0,0,1]
f_measure
0.240939 [0.454545,0.444444,0,0,0,0,0,0,0,0,0,0,0,0.333333,0,0,0,0,0,0,0,1]
f_measure
0.410069 [0.736842,0.571429,0,0.666667,0,0,0,0,0,0,0.285714,0,0,0,0,0,0,0.666667,0,0,0,1]
f_measure
0.370104 [0.727273,1,0,0,0,0,0,0,0,0,0,0.666667,0,0.285714,0,0,0,0.666667,0,0,0,0.4]
f_measure
0.320261 [0.592593,0.666667,0,0,0.222222,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.666667]
f_measure
0.394385 [0.545455,1,0,0,0.4,0,0,0,0,0,0,0.333333,0,0.5,0,0,0,0.6,0,0,0,0.666667]
f_measure
0.437224 [0.695652,1,0,0,0.333333,0,0,0,0,0,0,0.285714,0,0.4,0,0,0,0.5,0,0,0,1]
f_measure
0.385154 [0.571429,1,0,1,0,0,0,0,0,0,0.333333,0.666667,0,0.285714,0,0,0,0.666667,0,0,0,0.5]
f_measure
0.503973 [0.736842,1,0,0,0,0,0,0,0,0,0.8,0.8,0,0.5,0,0,0,0.545455,0,0,0,0.8]
kappa
0.32918
kappa
0.291667
kappa
0.216433
kappa
0.397638
kappa
0.381818
kappa
0.247629
kappa
0.343496
kappa
0.411405
kappa
0.351406
kappa
0.511628
kb_relative_information_score
12.692804
kb_relative_information_score
11.863762
kb_relative_information_score
7.791918
kb_relative_information_score
10.63608
kb_relative_information_score
11.605042
kb_relative_information_score
10.638991
kb_relative_information_score
11.481357
kb_relative_information_score
11.902319
kb_relative_information_score
10.972702
kb_relative_information_score
12.056852
mean_absolute_error
0.062807
mean_absolute_error
0.06614
mean_absolute_error
0.07265
mean_absolute_error
0.066273
mean_absolute_error
0.063374
mean_absolute_error
0.067122
mean_absolute_error
0.065528
mean_absolute_error
0.062555
mean_absolute_error
0.065019
mean_absolute_error
0.059815
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
0.329463 [0.421053,0.666667,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.5,0,0,0,1]
precision
0.263009 [0.461538,0.666667,0,0,0,0,0,0,0,0,0,0.166667,0,0,0,0,0,0.25,0,0,0,1]
precision
0.203782 [0.357143,0.285714,0,0,0,0,0,0,0,0,0,0,0,0.25,0,0,0,0,0,0,0,1]
precision
0.390909 [0.636364,0.4,0,1,0,0,0,0,0,0,0.2,0,0,0,0,0,0,0.666667,0,0,0,1]
precision
0.311916 [0.615385,1,0,0,0,0,0,0,0,0,0,0.5,0,0.2,0,0,0,0.5,0,0,0,0.333333]
precision
0.317647 [0.444444,1,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,1]
precision
0.424693 [0.461538,1,0,0,0.5,0,0,0,0,0,0,0.25,0,1,0,0,0,0.428571,0,0,0,1]
precision
0.418908 [0.571429,1,0,0,0.5,0,0,0,0,0,0,0.2,0,0.5,0,0,0,0.4,0,0,0,1]
precision
0.36595 [0.461538,1,0,1,0,0,0,0,0,0,0.333333,1,0,0.25,0,0,0,0.5,0,0,0,0.5]
precision
0.511593 [0.636364,1,0,0,0,0,0,0,0,0,1,0.666667,0,1,0,0,0,0.375,0,0,0,0.666667]
predictive_accuracy
0.441176
predictive_accuracy
0.382353
predictive_accuracy
0.323529
predictive_accuracy
0.470588
predictive_accuracy
0.470588
predictive_accuracy
0.382353
predictive_accuracy
0.441176
predictive_accuracy
0.5
predictive_accuracy
0.441176
predictive_accuracy
0.575758
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
0.441176 [1,1,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0.666667,0,0,0,0.666667]
recall
0.382353 [0.75,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0.333333,0,0,0,1]
recall
0.323529 [0.625,1,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0,1]
recall
0.470588 [0.875,1,0,0.5,0,0,0,0,0,0,0.5,0,0,0,0,0,0,0.666667,0,0,0,1]
recall
0.470588 [0.888889,1,0,0,0,0,0,0,0,0,0,1,0,0.5,0,0,0,1,0,0,0,0.5]
recall
0.382353 [0.888889,0.5,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.5]
recall
0.441176 [0.666667,1,0,0,0.333333,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,1,0,0,0,0.5]
recall
0.5 [0.888889,1,0,0,0.25,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,0.666667,0,0,0,1]
recall
0.441176 [0.75,1,0,1,0,0,0,0,0,0,0.333333,0.5,0,0.333333,0,0,0,1,0,0,0,0.5]
recall
0.575758 [0.875,1,0,0,0,0,0,0,0,0,0.666667,1,0,0.333333,0,0,0,1,0,0,0,1]
relative_absolute_error
0.772372
relative_absolute_error
0.812317
relative_absolute_error
0.89041
relative_absolute_error
0.812252
relative_absolute_error
0.782334
relative_absolute_error
0.830196
relative_absolute_error
0.809369
relative_absolute_error
0.774778
relative_absolute_error
0.797825
relative_absolute_error
0.737453
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
0.172515
root_mean_squared_error
0.180693
root_mean_squared_error
0.195239
root_mean_squared_error
0.181419
root_mean_squared_error
0.174666
root_mean_squared_error
0.183094
root_mean_squared_error
0.177945
root_mean_squared_error
0.171469
root_mean_squared_error
0.17873
root_mean_squared_error
0.171929
root_relative_squared_error
0.856774
root_relative_squared_error
0.896245
root_relative_squared_error
0.966369
root_relative_squared_error
0.897966
root_relative_squared_error
0.870804
root_relative_squared_error
0.914594
root_relative_squared_error
0.887642
root_relative_squared_error
0.857715
root_relative_squared_error
0.885704
root_relative_squared_error
0.856049
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
470
usercpu_time_millis
460
usercpu_time_millis
410
usercpu_time_millis
280
usercpu_time_millis
290
usercpu_time_millis
280
usercpu_time_millis
290
usercpu_time_millis
270
usercpu_time_millis
290
usercpu_time_millis
270
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
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
470
usercpu_time_millis_training
460
usercpu_time_millis_training
410
usercpu_time_millis_training
280
usercpu_time_millis_training
290
usercpu_time_millis_training
280
usercpu_time_millis_training
280
usercpu_time_millis_training
270
usercpu_time_millis_training
280
usercpu_time_millis_training
270