DEVELOPMENT... OpenML
Run
68360

Run 68360

Task 3917 (Supervised Classification) kc1 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
0.7609
Per class
Build CPU time
1.0011
Build memory
839266227.8957
F measure
0.8177
Per class
Kappa
0.2875
KB relative information score
352.0731
Mean absolute error
0.1756
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8141
Per class
Predictive accuracy
0.8217
Prior entropy
0.622
Recall
0.8217
Per class
Relative absolute error
0.6714
Root mean prior squared error
0.3615
Root mean squared error
0.4099
Root relative squared error
1.1339
SciMark benchmark
947.3846

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