DEVELOPMENT... OpenML
Run
68382

Run 68382

Task 3923 (Supervised Classification) datatrieve 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
0.7716
Per class
Build CPU time
0.043
Build memory
468308556
F measure
0.8453
Per class
Kappa
0.1671
KB relative information score
-85.3772
Mean absolute error
0.179
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8741
Per class
Predictive accuracy
0.8231
Prior entropy
0.4395
Recall
0.8231
Per class
Relative absolute error
1.1181
Root mean prior squared error
0.2784
Root mean squared error
0.3558
Root relative squared error
1.2781
SciMark benchmark
905.0866