52727
2
Joaquin Vanschoren
2065
Supervised Classification
predictive_accuracy
527
weka.Bagging_LMT(2)
784
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.LMT -- -I -1 -M 15 -W 0.0
I
80
527
P
100
527
S
1
527
W
weka.classifiers.trees.LMT
527
num-slots
1
527
I
-1
412
M
15
412
W
0.0
412
171
primary-tumor
https://www.openml.org/data/download/3594/dataset_113_primary-tumor.arff
-1
140121
description
https://api.openml.org/data/download/140121/weka_generated_run4949718773297970678.xml
-1
140124
model_readable
https://api.openml.org/data/download/140124/WekaModel_weka.classifiers.meta.Bagging4780501354252446362.model
-1
140123
model_serialized
https://api.openml.org/data/download/140123/WekaSerialized_weka.classifiers.meta.Bagging4440028597350004034.model
-1
140122
predictions
https://api.openml.org/data/download/140122/weka_generated_predictions8405215980905124685.arff
area_under_roc_curve
0.800541 [0.871592,0.993417,0.805892,0.733846,0.724231,0.428994,0.556044,0.503504,0.0,0.939169,0.749655,0.868711,0.289802,0.707077,0.350148,0.433432,0.935562,0.926529,0.62988,0.350148,0.439349,0.968783]
average_cost
0
build_cpu_time
305.181723
build_memory
367884464.047198
f_measure
0.405743 [0.705202,0.837209,0,0.357143,0.177215,0,0,0.2,0,0,0.109091,0.307692,0,0.136364,0,0,0.375,0.580645,0,0,0,0.692308]
kappa
0.346172
kb_relative_information_score
120.92103
mean_absolute_error
0.059086
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
0.394342 [0.685393,0.782609,0,0.357143,0.175,0,0,0.25,0,0,0.111111,0.26087,0,0.15,0,0,0.5,0.545455,0,0,0,0.642857]
predictive_accuracy
0.421829
prior_entropy
3.754223
recall
0.421829 [0.72619,0.9,0,0.357143,0.179487,0,0,0.166667,0,0,0.107143,0.375,0,0.125,0,0,0.3,0.62069,0,0,0,0.75]
relative_absolute_error
0.727574
root_mean_prior_squared_error
0.201084
root_mean_squared_error
0.188586
root_relative_squared_error
0.937848
scimark_benchmark
944.568303 [556.7317474007057, 1012.5880246437401, 482.14720472367435, 910.2222614052871, 1761.152276377127]
total_cost
0
area_under_roc_curve
0.852573 [0.947115,1,0.878788,0.390625,0.783333,0.0,0.606061,0.0,0.0,1,0.790323,0.9375,0.560606,0.625,0.0,0.0,0.954545,1,0.0,0.0,0.0,1]
area_under_roc_curve
0.836185 [0.882212,1,0.848485,0.890625,0.666667,0.0,0.545455,0.0,0.0,0.969697,0.806452,0.909091,0.424242,0.78125,0.0,0.0,1,0.935484,0.0,0.439394,0.0,1]
area_under_roc_curve
0.735453 [0.730769,1,0.69697,0.46875,0.675,0.0,0.621212,0.287879,0.0,0.0,0.8125,0.954545,0.287879,0.8125,0.0,0.5,0.939394,0.849462,0.0,0.5,0.0,0.978495]
area_under_roc_curve
0.758633 [0.860577,0.953125,0.878788,0.921875,0.691667,0.5,0.848485,0.106061,0.0,0.0,0.796875,0.787879,0.106061,0.328125,0.439394,0.0,0.878788,0.865591,0.0,0.0,0.0,1]
area_under_roc_curve
0.851758 [0.911111,1,0.636364,1,0.841667,0.0,0.575758,0.818182,0.0,0.0,0.709677,0.969697,0.439394,0.953125,0.469697,0.0,1,0.978495,0.575758,0.0,0.0,0.96875]
area_under_roc_curve
0.816258 [0.857778,0.96875,0.969697,0.545455,0.641667,0.0,0.53125,0.969697,0.0,0.0,0.83871,0.90625,0.0,0.765625,0.0,0.0,1,0.860215,0.69697,0.0,0.0,0.921875]
area_under_roc_curve
0.831534 [0.817778,1,0.757576,1,0.913978,0.0,0.671875,1,0.0,0.0,0.537634,0.953125,0.0,0.774194,0.0,0.0,0.878788,0.978495,0.787879,0.0,0.0,0.8125]
area_under_roc_curve
0.846016 [0.946667,1,0.0,0.969697,0.8,0.0,0.554688,0.348485,0.0,0.0,0.811828,0.664062,0.0,0.768817,0.0,0.0,0.984848,0.924731,0.787879,0.0,0.0,1]
area_under_roc_curve
0.795782 [0.865385,1,0.969697,1,0.6625,0.0,0.554688,0.0,0.0,0.0,0.698925,0.90625,0.484848,0.731183,0.0,0.0,0.939394,0.992188,0.424242,0.0,0.5,0.984375]
area_under_roc_curve
0.780027 [0.92,1,0.75,0.75,0.586207,0.0,0.34375,0.0,0.0,0.0,0.833333,0.943548,0.046875,0.488889,0.0,0.0,0.96875,0.972222,0.40625,0.0,0.0,1]
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
build_cpu_time
301.516
build_cpu_time
304.451
build_cpu_time
309.058
build_cpu_time
329.75
build_cpu_time
299.334
build_cpu_time
302.402
build_cpu_time
286.307
build_cpu_time
298.239
build_cpu_time
315.916
build_cpu_time
304.834
build_memory
159844760
build_memory
168024424
build_memory
144216616
build_memory
147904544
build_memory
129592328
build_memory
132036904
build_memory
755697016
build_memory
1145711448
build_memory
492417552
build_memory
404475248
f_measure
0.46499 [0.823529,1,0,0,0.6,0,0,0,0,0,0,0,0,0,0,0,0,0.857143,0,0,0,0.75]
f_measure
0.372549 [0.666667,1,0,0.666667,0,0,0,0,0,0,0,0.333333,0,0,0,0,0.666667,0,0,0,0,1]
f_measure
0.313984 [0.615385,0.571429,0,0,0.285714,0,0,0,0,0,0,0.666667,0,0.4,0,0,0,0,0,0,0,0.666667]
f_measure
0.354995 [0.777778,0.4,0,0.666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0.571429,0,0,0,0.666667]
f_measure
0.428291 [0.714286,1,0,0.666667,0,0,0,0,0,0,0.25,0,0,0.333333,0,0,1,0.75,0,0,0,0.4]
f_measure
0.288235 [0.666667,0.666667,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0,0.5]
f_measure
0.412281 [0.631579,1,0,0,0.25,0,0,1,0,0,0,0.5,0,0,0,0,0,0.75,0,0,0,0.666667]
f_measure
0.455388 [0.823529,1,0,0.666667,0.25,0,0,0,0,0,0,0.285714,0,0.333333,0,0,0,0.5,0,0,0,0.666667]
f_measure
0.398039 [0.666667,1,0,0.666667,0,0,0,0,0,0,0.333333,0.666667,0,0,0,0,0,0.8,0,0,0,0.8]
f_measure
0.396825 [0.666667,1,0,0,0,0,0,0,0,0,0.285714,0.5,0,0,0,0,0,0.857143,0,0,0,0.666667]
kappa
0.466667
kappa
0.341085
kappa
0.264346
kappa
0.304771
kappa
0.377649
kappa
0.21407
kappa
0.359762
kappa
0.400588
kappa
0.366667
kappa
0.370763
kb_relative_information_score
13.256784
kb_relative_information_score
12.566528
kb_relative_information_score
8.19807
kb_relative_information_score
10.548848
kb_relative_information_score
13.347006
kb_relative_information_score
11.129082
kb_relative_information_score
14.298701
kb_relative_information_score
12.660322
kb_relative_information_score
12.573002
kb_relative_information_score
12.342688
mean_absolute_error
0.056785
mean_absolute_error
0.05825
mean_absolute_error
0.069856
mean_absolute_error
0.062193
mean_absolute_error
0.056668
mean_absolute_error
0.062474
mean_absolute_error
0.054107
mean_absolute_error
0.05656
mean_absolute_error
0.058966
mean_absolute_error
0.054874
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
0.419771 [0.777778,1,0,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0.75,0,0,0,0.6]
precision
0.367647 [0.6,1,0,1,0,0,0,0,0,0,0,0.2,0,0,0,0,0.5,0,0,0,0,1]
precision
0.344118 [0.8,0.4,0,0,0.333333,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,0,0,0,0,0.666667]
precision
0.346078 [0.7,0.333333,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0.666667]
precision
0.472549 [1,1,0,0.5,0,0,0,0,0,0,0.2,0,0,0.25,0,0,1,0.6,0,0,0,0.333333]
precision
0.276961 [0.583333,1,0,0,0.166667,0,0,0,0,0,0,0,0,0,0,0,0.5,0,0,0,0,0.5]
precision
0.405882 [0.6,1,0,0,0.2,0,0,1,0,0,0,0.5,0,0,0,0,0,0.6,0,0,0,1]
precision
0.469853 [0.875,1,0,0.5,0.25,0,0,0,0,0,0,0.2,0,0.333333,0,0,0,0.4,0,0,0,1]
precision
0.381373 [0.6,1,0,0.5,0,0,0,0,0,0,0.333333,1,0,0,0,0,0,0.666667,0,0,0,0.666667]
precision
0.357576 [0.6,1,0,0,0,0,0,0,0,0,0.25,0.5,0,0,0,0,0,0.75,0,0,0,0.5]
predictive_accuracy
0.529412
predictive_accuracy
0.411765
predictive_accuracy
0.323529
predictive_accuracy
0.382353
predictive_accuracy
0.441176
predictive_accuracy
0.323529
predictive_accuracy
0.441176
predictive_accuracy
0.470588
predictive_accuracy
0.441176
predictive_accuracy
0.454545
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
0.529412 [0.875,1,0,0,0.75,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1]
recall
0.411765 [0.75,1,0,0.5,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]
recall
0.323529 [0.5,1,0,0,0.25,0,0,0,0,0,0,1,0,0.5,0,0,0,0,0,0,0,0.666667]
recall
0.382353 [0.875,0.5,0,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0.666667,0,0,0,0.666667]
recall
0.441176 [0.555556,1,0,1,0,0,0,0,0,0,0.333333,0,0,0.5,0,0,1,1,0,0,0,0.5]
recall
0.323529 [0.777778,0.5,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0.5]
recall
0.441176 [0.666667,1,0,0,0.333333,0,0,1,0,0,0,0.5,0,0,0,0,0,1,0,0,0,0.5]
recall
0.470588 [0.777778,1,0,1,0.25,0,0,0,0,0,0,0.5,0,0.333333,0,0,0,0.666667,0,0,0,0.5]
recall
0.441176 [0.75,1,0,1,0,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,1,0,0,0,1]
recall
0.454545 [0.75,1,0,0,0,0,0,0,0,0,0.333333,0.5,0,0,0,0,0,1,0,0,0,1]
relative_absolute_error
0.698308
relative_absolute_error
0.715412
relative_absolute_error
0.856165
relative_absolute_error
0.762242
relative_absolute_error
0.699545
relative_absolute_error
0.772711
relative_absolute_error
0.668299
relative_absolute_error
0.700521
relative_absolute_error
0.723556
relative_absolute_error
0.676529
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
0.179612
root_mean_squared_error
0.18906
root_mean_squared_error
0.214676
root_mean_squared_error
0.192311
root_mean_squared_error
0.18144
root_mean_squared_error
0.194841
root_mean_squared_error
0.177938
root_mean_squared_error
0.184332
root_mean_squared_error
0.187859
root_mean_squared_error
0.180761
root_relative_squared_error
0.892022
root_relative_squared_error
0.937744
root_relative_squared_error
1.06258
root_relative_squared_error
0.95188
root_relative_squared_error
0.90458
root_relative_squared_error
0.973272
root_relative_squared_error
0.887609
root_relative_squared_error
0.922058
root_relative_squared_error
0.930939
root_relative_squared_error
0.900025
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