DEVELOPMENT... OpenML
Run
68392

Run 68392

Task 3673 (Supervised Classification) fri_c0_100_10 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
0.9063
Per class
Build CPU time
0.0285
Build memory
467005852
F measure
0.8494
Per class
Kappa
0.6951
KB relative information score
43.3123
Mean absolute error
0.3026
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8504
Per class
Predictive accuracy
0.85
Prior entropy
0.9931
Recall
0.85
Per class
Relative absolute error
0.6113
Root mean prior squared error
0.4975
Root mean squared error
0.3602
Root relative squared error
0.7241
SciMark benchmark
947.3846