DEVELOPMENT... OpenML
Run
22780

Run 22780

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)_I10
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
0.9728
Per class
F measure
0.8995
Per class
Kappa
0.7899
KB relative information score
341.9921
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
0.9021
Per class
Predictive accuracy
0.8989
Prior entropy
0.9627
Recall
0.8989
Per class
Relative absolute error
0.2085
Root mean prior squared error
0.4869
Root mean squared error
0.2961
Root relative squared error
0.6081
SciMark benchmark
938.2327[546.0991349014388992.7640510810805478.7078954039208912.43998791392861761.152276377127]