81438
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
378
weka.Bagging_REPTree(3)
819
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
I
40
378
P
100
378
S
1
378
W
weka.classifiers.trees.REPTree
378
num-slots
1
378
I
0.0
379
L
-1
379
M
2
379
N
3
379
S
1
379
V
0.001
379
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
239755
description
https://api.openml.org/data/download/239755/weka_generated_run5930025895059672565.xml
-1
239758
model_readable
https://api.openml.org/data/download/239758/WekaModel_weka.classifiers.meta.Bagging7154142965247523595.model
-1
239757
model_serialized
https://api.openml.org/data/download/239757/WekaSerialized_weka.classifiers.meta.Bagging8602850315129787441.model
-1
239756
predictions
https://api.openml.org/data/download/239756/weka_generated_predictions6002707591611080911.arff
area_under_roc_curve
0.351298 [0.366587,0.0625,0.334596]
average_cost
0
build_cpu_time
0.0151
build_memory
908793828.8
f_measure
0.591053 [0.831169,0,0]
kappa
0
kb_relative_information_score
-3.288773
mean_absolute_error
0.289278
mean_prior_absolute_error
0.287057
number_of_instances
90 [64,2,24]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.505679 [0.711111,0,0]
predictive_accuracy
0.711111
prior_entropy
1.030501
recall
0.711111 [1,0,0]
relative_absolute_error
1.007737
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.390143
root_relative_squared_error
1.039034
scimark_benchmark
943.476633 [543.3771399600645, 1015.5230404536866, 480.2065271424506, 910.8547536099744, 1767.4217034453668]
total_cost
0
area_under_roc_curve
0.357143 [0.357143,0.0,0.357143]
area_under_roc_curve
0.571429 [0.571429,0.0,0.571429]
area_under_roc_curve
0.15873 [0.142857,0.0,0.214286]
area_under_roc_curve
0.52381 [0.571429,0.0,0.357143]
area_under_roc_curve
0.555556 [0.555556,0.0,0.555556]
area_under_roc_curve
0.537037 [0.5,0.0,0.611111]
area_under_roc_curve
0.148148 [0.166667,0.0,0.111111]
area_under_roc_curve
0.425926 [0.444444,0.0,0.388889]
area_under_roc_curve
0.101852 [0.111111,0.25,0]
area_under_roc_curve
0.44709 [0.444444,0.5,0.428571]
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
0.015
build_cpu_time
0.016
build_cpu_time
0.016
build_cpu_time
0.015
build_cpu_time
0.015
build_cpu_time
0.015
build_cpu_time
0.015
build_cpu_time
0.015
build_cpu_time
0.015
build_cpu_time
0.014
build_memory
862596944
build_memory
889771536
build_memory
889771536
build_memory
889771536
build_memory
916946160
build_memory
916946160
build_memory
916946160
build_memory
916946160
build_memory
944121048
build_memory
944121048
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-1.40094
kb_relative_information_score
0.510068
kb_relative_information_score
0.100948
kb_relative_information_score
-0.126757
kb_relative_information_score
-0.453526
kb_relative_information_score
0.270245
kb_relative_information_score
-0.587109
kb_relative_information_score
-0.432201
kb_relative_information_score
-1.151464
kb_relative_information_score
-0.018037
mean_absolute_error
0.292296
mean_absolute_error
0.244787
mean_absolute_error
0.255473
mean_absolute_error
0.261012
mean_absolute_error
0.298839
mean_absolute_error
0.287069
mean_absolute_error
0.308197
mean_absolute_error
0.300053
mean_absolute_error
0.335872
mean_absolute_error
0.309183
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.313819
mean_prior_absolute_error
0.313819
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,1,2]
number_of_instances
9 [6,1,2]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.105355
relative_absolute_error
0.925692
relative_absolute_error
0.966103
relative_absolute_error
0.987048
relative_absolute_error
1.00858
relative_absolute_error
0.968858
relative_absolute_error
1.040163
relative_absolute_error
1.012679
relative_absolute_error
1.070273
relative_absolute_error
0.985226
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.409576
root_mean_prior_squared_error
0.409576
root_mean_squared_error
0.367263
root_mean_squared_error
0.341742
root_mean_squared_error
0.355585
root_mean_squared_error
0.351613
root_mean_squared_error
0.403548
root_mean_squared_error
0.384253
root_mean_squared_error
0.415854
root_mean_squared_error
0.402932
root_mean_squared_error
0.443905
root_mean_squared_error
0.421346
root_relative_squared_error
1.067473
root_relative_squared_error
0.993296
root_relative_squared_error
1.03353
root_relative_squared_error
1.021986
root_relative_squared_error
1.04116
root_relative_squared_error
0.99138
root_relative_squared_error
1.07291
root_relative_squared_error
1.039571
root_relative_squared_error
1.083817
root_relative_squared_error
1.028737
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