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Run
23295

Run 23295

Task 52 (Supervised Classification) heart-statlog Uploaded 24-06-2014 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)_I80
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
0.9023
Per class
F measure
0.8331
Per class
Kappa
0.6617
KB relative information score
169.9135
Mean absolute error
0.1883
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
0.3812
Root mean prior squared error
0.4969
Root mean squared error
0.3567
Root relative squared error
0.7178
SciMark benchmark
941.0926[547.81426873147531006.5056202244749483.23216931738307906.75889678256981761.152276377127]