DEVELOPMENT... OpenML
Run
67299

Run 67299

Task 3898 (Supervised Classification) kc1-top5 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)_I80
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
0.8038
Per class
Build CPU time
0.1865
Build memory
246120919.9448
F measure
0.9249
Per class
Kappa
0.3575
KB relative information score
-47.8813
Mean absolute error
0.0882
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9348
Per class
Predictive accuracy
0.9172
Prior entropy
0.3323
Recall
0.9172
Per class
Relative absolute error
0.8041
Root mean prior squared error
0.2284
Root mean squared error
0.249
Root relative squared error
1.0902
SciMark benchmark
941.2609