DEVELOPMENT... OpenML
Run
68229

Run 68229

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 30-11-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I160
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

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
0.9054
Per class
Build CPU time
0.0275
Build memory
279766707.2
F measure
0.9032
Per class
Kappa
0.4941
KB relative information score
151.4525
Mean absolute error
0.134
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9147
Per class
Predictive accuracy
0.9178
Prior entropy
0.5405
Recall
0.9178
Per class
Relative absolute error
0.6207
Root mean prior squared error
0.3275
Root mean squared error
0.2448
Root relative squared error
0.7474
SciMark benchmark
939.6798