DEVELOPMENT... OpenML
Run
33888

Run 33888

Task 4567 (Supervised Classification) audiology Uploaded 16-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9808
Per class
Build CPU time
0.8032
Build memory
456385402.223
F measure
0.9583
Per class
Kappa
0.8892
KB relative information score
1878.0997
Mean absolute error
0.0653
Mean prior absolute error
0.3783
Number of instances
2260
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9582
Per class
Predictive accuracy
0.9584
Prior entropy
0.8182
Recall
0.9584
Per class
Relative absolute error
0.1725
Root mean prior squared error
0.4343
Root mean squared error
0.1778
Root relative squared error
0.4094
SciMark benchmark
787.8781