DEVELOPMENT... OpenML
Run
67987

Run 67987

Task 11 (Supervised Classification) balance-scale 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
0.9712
Per class
Build CPU time
0.0947
Build memory
1242263385.216
F measure
0.8702
Per class
Kappa
0.8279
KB relative information score
294.3595
Mean absolute error
0.2127
Mean prior absolute error
0.3798
Number of instances
625
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8361
Per class
Predictive accuracy
0.9072
Prior entropy
1.3212
Recall
0.9072
Per class
Relative absolute error
0.5601
Root mean prior squared error
0.4356
Root mean squared error
0.2786
Root relative squared error
0.6396
SciMark benchmark
932.5791