DEVELOPMENT... OpenML
Run
35227

Run 35227

Task 237 (Supervised Classification) audiology Uploaded 23-10-2014 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)_I10
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
0.8879
Per class
Build CPU time
0.238
Build memory
1916276160
F measure
0.5711
Per class
Kappa
0.581
KB relative information score
40.9999
Mean absolute error
0.0381
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5389
Per class
Predictive accuracy
0.6351
Prior entropy
3.6349
Recall
0.6351
Per class
Relative absolute error
0.5181
Root mean prior squared error
0.1925
Root mean squared error
0.1468
Root relative squared error
0.7622
SciMark benchmark
944.1584