DEVELOPMENT... OpenML
Run
68663

Run 68663

Task 2274 (Supervised Classification) meta_ensembles.arff 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
0.676
Per class
Build CPU time
0.1362
Build memory
859578440.3243
F measure
0.5873
Per class
Kappa
0.2793
KB relative information score
19.8143
Mean absolute error
0.2284
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5964
Per class
Predictive accuracy
0.5811
Prior entropy
1.5899
Recall
0.5811
Per class
Relative absolute error
0.7866
Root mean prior squared error
0.3782
Root mean squared error
0.3945
Root relative squared error
1.0433
SciMark benchmark
932.5791