DEVELOPMENT... OpenML
Run
68165

Run 68165

Task 1823 (Supervised Classification) iris 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
0.9935
Per class
Build CPU time
0.0195
Build memory
976703588.8
F measure
0.9507
Per class
Kappa
0.926
KB relative information score
690.6729
Mean absolute error
0.0413
Mean prior absolute error
0.4444
Number of instances
750
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9507
Per class
Predictive accuracy
0.9507
Prior entropy
1.585
Recall
0.9507
Per class
Relative absolute error
0.093
Root mean prior squared error
0.4714
Root mean squared error
0.1587
Root relative squared error
0.3366
SciMark benchmark
932.5791