DEVELOPMENT... OpenML
Run
68417

Run 68417

Task 3895 (Supervised Classification) gina_prior 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
0.8295
Per class
Build CPU time
65.6458
Build memory
764670724.7843
F measure
0.785
Per class
Kappa
0.5725
KB relative information score
1974.3919
Mean absolute error
0.2156
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7951
Per class
Predictive accuracy
0.7869
Prior entropy
0.9998
Recall
0.7869
Per class
Relative absolute error
0.4314
Root mean prior squared error
0.4999
Root mean squared error
0.4446
Root relative squared error
0.8893
SciMark benchmark
927.7693