DEVELOPMENT... OpenML
Run
68655

Run 68655

Task 3808 (Supervised Classification) kidney 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
0.7688
Per class
Build CPU time
0.0206
Build memory
2313596404.6316
F measure
0.6809
Per class
Kappa
0.3753
KB relative information score
24.7871
Mean absolute error
0.3417
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7021
Per class
Predictive accuracy
0.6842
Prior entropy
0.9981
Recall
0.6842
Per class
Relative absolute error
0.6852
Root mean prior squared error
0.4993
Root mean squared error
0.4531
Root relative squared error
0.9075
SciMark benchmark
905.0866