DEVELOPMENT... OpenML
Run
68491

Run 68491

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.7342
Per class
Build CPU time
0.1268
Build memory
1109128837.6
F measure
0.7121
Per class
Kappa
0.4216
KB relative information score
120.0947
Mean absolute error
0.3925
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7122
Per class
Predictive accuracy
0.712
Prior entropy
0.9967
Recall
0.712
Per class
Relative absolute error
0.7886
Root mean prior squared error
0.4988
Root mean squared error
0.4592
Root relative squared error
0.9205
SciMark benchmark
939.6798