DEVELOPMENT... OpenML
Run
22788

Run 22788

Task 55 (Supervised Classification) vote Uploaded 22-06-2014 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)_I20
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
0.9729
Per class
F measure
0.9018
Per class
Kappa
0.7949
KB relative information score
342.0483
Mean absolute error
0.0989
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9047
Per class
Predictive accuracy
0.9011
Prior entropy
0.9627
Recall
0.9011
Per class
Relative absolute error
0.2086
Root mean prior squared error
0.4869
Root mean squared error
0.296
Root relative squared error
0.6079
SciMark benchmark
927.8196[549.367138959328998.6810179793104483.0147548568529892.25324449793121715.7817099572771]