DEVELOPMENT... OpenML
Run
68570

Run 68570

Task 3774 (Supervised Classification) fri_c2_250_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
0.7553
Per class
Build CPU time
0.0588
Build memory
1330453659.2
F measure
0.8207
Per class
Kappa
0.64
KB relative information score
97.039
Mean absolute error
0.3192
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8272
Per class
Predictive accuracy
0.82
Prior entropy
0.9898
Recall
0.82
Per class
Relative absolute error
0.6477
Root mean prior squared error
0.4964
Root mean squared error
0.4299
Root relative squared error
0.8661
SciMark benchmark
905.0866