DEVELOPMENT... OpenML
Run
79479

Run 79479

Task 259 (Supervised Classification) credit-approval Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I40
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9287
Per class
Build CPU time
0.067
Build memory
1094528440
F measure
0.8633
Per class
Kappa
0.7262
KB relative information score
125.7626
Mean absolute error
0.2438
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8635
Per class
Predictive accuracy
0.8634
Prior entropy
0.9913
Recall
0.8634
Per class
Relative absolute error
0.4897
Root mean prior squared error
0.5008
Root mean squared error
0.3276
Root relative squared error
0.6541
SciMark benchmark
929.0404