80847
2
Joaquin Vanschoren
271
Supervised Classification
predictive_accuracy
378
weka.Bagging_REPTree(3)
818
weka.classifiers.meta.Bagging -- -P 100 -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
I
20
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
42
soybean
https://www.openml.org/data/download/42/dataset_42_soybean.arff
-1
237403
description
https://api.openml.org/data/download/237403/weka_generated_run8917289512861410539.xml
-1
237406
model_readable
https://api.openml.org/data/download/237406/WekaModel_weka.classifiers.meta.Bagging8929718760187405640.model
-1
237405
model_serialized
https://api.openml.org/data/download/237405/WekaSerialized_weka.classifiers.meta.Bagging6441229047917324045.model
-1
237404
predictions
https://api.openml.org/data/download/237404/weka_generated_predictions277602519967118849.arff
area_under_roc_curve
0.981075 [1,1,1,1,1,1,0.932432,0.9522,0.998689,0.993213,1,0.996615,0.947907,0.990855,0.957265,1,1,0.96861,0.978979]
average_cost
0
build_cpu_time
0.229
build_memory
3409881328
f_measure
0.779739 [1,1,1,0.981818,1,0.947368,0,0.819277,0.25,0.571429,1,0.827586,0.181818,0.835821,0.592593,1,1,0.4,0]
kappa
0.787288
kb_relative_information_score
172.305223
mean_absolute_error
0.035541
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.816235 [1,1,1,0.964286,1,0.9,0,0.73913,1,0.4,1,0.8,1,0.756757,0.666667,1,1,0.333333,0]
predictive_accuracy
0.808889
prior_entropy
3.857248
recall
0.808889 [1,1,1,1,1,1,0,0.918919,0.142857,1,1,0.857143,0.1,0.933333,0.533333,1,1,0.5,0]
relative_absolute_error
0.370872
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.120863
root_relative_squared_error
0.553252
scimark_benchmark
949.209578 [560.4886395932788, 1015.2555353338006, 489.39918924322484, 916.9079437295501, 1763.996579689319]
total_cost
0
area_under_roc_curve
0.981075 [1,1,1,1,1,1,0.932432,0.9522,0.998689,0.993213,1,0.996615,0.947907,0.990855,0.957265,1,1,0.96861,0.978979]
average_cost
0
build_cpu_time
0.229
build_memory
3409881328
f_measure
0.779739 [1,1,1,0.981818,1,0.947368,0,0.819277,0.25,0.571429,1,0.827586,0.181818,0.835821,0.592593,1,1,0.4,0]
kappa
0.787288
kb_relative_information_score
172.305223
mean_absolute_error
0.035541
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
precision
0.816235 [1,1,1,0.964286,1,0.9,0,0.73913,1,0.4,1,0.8,1,0.756757,0.666667,1,1,0.333333,0]
predictive_accuracy
0.808889
prior_entropy
3.857248
recall
0.808889 [1,1,1,1,1,1,0,0.918919,0.142857,1,1,0.857143,0.1,0.933333,0.533333,1,1,0.5,0]
relative_absolute_error
0.370872
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.120863
root_relative_squared_error
0.553252
total_cost
0