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Run
21657

Run 21657

Task 52 (Supervised Classification) heart-statlog Uploaded 19-06-2014 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
0.9015
Per class
F measure
0.8331
Per class
Kappa
0.6617
KB relative information score
169.6131
Mean absolute error
0.1889
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8331
Per class
Predictive accuracy
0.8333
Prior entropy
0.9912
Recall
0.8333
Per class
Relative absolute error
0.3824
Root mean prior squared error
0.4969
Root mean squared error
0.3572
Root relative squared error
0.7188
SciMark benchmark
895.9291[386.57814883800321011.5249537742577483.449727694041833.52623716955531764.5664888040972]