DEVELOPMENT... OpenML
Run
70913

Run 70913

Task 3862 (Supervised Classification) audiology Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I40
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.8759
Per class
Build CPU time
0.0098
Build memory
283534655.115
F measure
0.8544
Per class
Kappa
0.6588
KB relative information score
119.8292
Mean absolute error
0.1613
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
0.9041
Per class
Predictive accuracy
0.8451
Prior entropy
0.8182
Recall
0.8451
Per class
Relative absolute error
0.4264
Root mean prior squared error
0.4343
Root mean squared error
0.3794
Root relative squared error
0.8736
SciMark benchmark
938.3567