DEVELOPMENT... OpenML
Run
68249

Run 68249

Task 50 (Supervised Classification) heart-h 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
0.9082
Per class
Build CPU time
0.0578
Build memory
517355574.2041
F measure
0.8432
Per class
Kappa
0.6593
KB relative information score
169.2269
Mean absolute error
0.0708
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.843
Per class
Predictive accuracy
0.8435
Prior entropy
1.0314
Recall
0.8435
Per class
Relative absolute error
0.3792
Root mean prior squared error
0.3037
Root mean squared error
0.2221
Root relative squared error
0.7312
SciMark benchmark
785.9104