DEVELOPMENT... OpenML
Run
21014

Run 21014

Task 50 (Supervised Classification) heart-h Uploaded 18-06-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(1)_I160
weka.Bagging_NaiveBayes(1)_P100
weka.Bagging_NaiveBayes(1)_S1
weka.Bagging_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9082
Per class
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.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
924.3884[547.6422829941422996.3572868649401433.8350971207026892.5570199707421751.5502557672817]