DEVELOPMENT... OpenML
Run
28789

Run 28789

Task 3862 (Supervised Classification) audiology Uploaded 09-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9905
Per class
Build CPU time
0.0378
Build memory
1755826978.5133
F measure
0.9605
Per class
Kappa
0.8962
KB relative information score
187.865
Mean absolute error
0.0598
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9613
Per class
Predictive accuracy
0.9602
Prior entropy
0.8182
Recall
0.9602
Per class
Relative absolute error
0.1582
Root mean prior squared error
0.4343
Root mean squared error
0.1797
Root relative squared error
0.4137
SciMark benchmark
941.6867