DEVELOPMENT... OpenML
Run
67944

Run 67944

Task 257 (Supervised Classification) colic 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
0.8231
Per class
Build CPU time
0.063
Build memory
1048612224
F measure
0.8094
Per class
Kappa
0.6149
KB relative information score
68.7306
Mean absolute error
0.2339
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8098
Per class
Predictive accuracy
0.8099
Prior entropy
0.9509
Recall
0.8099
Per class
Relative absolute error
0.4792
Root mean prior squared error
0.505
Root mean squared error
0.4246
Root relative squared error
0.8407
SciMark benchmark
932.5791