DEVELOPMENT... OpenML
Run
68498

Run 68498

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.6322
Per class
Build CPU time
0.3328
Build memory
766170728
F measure
0.5873
Per class
Kappa
0.1577
KB relative information score
27.8391
Mean absolute error
0.4381
Mean prior absolute error
0.4908
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
0.5867
Per class
Predictive accuracy
0.588
Prior entropy
0.9868
Recall
0.588
Per class
Relative absolute error
0.8925
Root mean prior squared error
0.4954
Root mean squared error
0.4965
Root relative squared error
1.0024
SciMark benchmark
905.0866