DEVELOPMENT... OpenML
Run
68692

Run 68692

Task 3559 (Supervised Classification) confidence Uploaded 30-11-2014 by Felicia West
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Flow

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

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.984
Per class
Build CPU time
0.0185
Build memory
398713512
F measure
0.8482
Per class
Kappa
0.8167
KB relative information score
60.2731
Mean absolute error
0.0569
Mean prior absolute error
0.2778
Number of instances
72
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8511
Per class
Predictive accuracy
0.8472
Prior entropy
2.585
Recall
0.8472
Per class
Relative absolute error
0.205
Root mean prior squared error
0.3727
Root mean squared error
0.1889
Root relative squared error
0.5069
SciMark benchmark
932.5791