DEVELOPMENT... OpenML
Run
68248

Run 68248

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9162
Per class
Build CPU time
0.0422
Build memory
967444378.7621
F measure
0.8987
Per class
Kappa
0.5002
KB relative information score
180.716
Mean absolute error
0.1324
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9045
Per class
Predictive accuracy
0.9116
Prior entropy
0.5574
Recall
0.9116
Per class
Relative absolute error
0.5883
Root mean prior squared error
0.3346
Root mean squared error
0.2404
Root relative squared error
0.7185
SciMark benchmark
947.3846