DEVELOPMENT... OpenML
Run
68108

Run 68108

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.6979
Per class
Build CPU time
1.2759
Build memory
938123974.4
F measure
0.6341
Per class
Kappa
0.252
KB relative information score
93.4413
Mean absolute error
0.4053
Mean prior absolute error
0.4913
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
0.6357
Per class
Predictive accuracy
0.64
Prior entropy
0.9875
Recall
0.64
Per class
Relative absolute error
0.8249
Root mean prior squared error
0.4956
Root mean squared error
0.4806
Root relative squared error
0.9696
SciMark benchmark
947.3846