DEVELOPMENT... OpenML
Run
68542

Run 68542

Task 3759 (Supervised Classification) fri_c3_500_25 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
0.6768
Per class
Build CPU time
0.3465
Build memory
971657461.6
F measure
0.6379
Per class
Kappa
0.263
KB relative information score
85.0525
Mean absolute error
0.4165
Mean prior absolute error
0.4928
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
0.6375
Per class
Predictive accuracy
0.64
Prior entropy
0.9897
Recall
0.64
Per class
Relative absolute error
0.8451
Root mean prior squared error
0.4964
Root mean squared error
0.4802
Root relative squared error
0.9674
SciMark benchmark
905.0866