DEVELOPMENT... OpenML
Run
68257

Run 68257

Task 2355 (Supervised Classification) meta_instanceincremental.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
0.9542
Per class
Build CPU time
0.07
Build memory
1372964264
F measure
0.7704
Per class
Kappa
0.457
KB relative information score
14.687
Mean absolute error
0.094
Mean prior absolute error
0.2324
Number of instances
24
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8028
Per class
Predictive accuracy
0.7917
Prior entropy
1.3146
Recall
0.7917
Per class
Relative absolute error
0.4047
Root mean prior squared error
0.3388
Root mean squared error
0.231
Root relative squared error
0.6818
SciMark benchmark
947.3846