DEVELOPMENT... OpenML
Run
68458

Run 68458

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5777
Per class
Build CPU time
0.0338
Build memory
1157865252.7296
F measure
0.6861
Per class
Kappa
0.0065
KB relative information score
-13.1196
Mean absolute error
0.3366
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6597
Per class
Predictive accuracy
0.7358
Prior entropy
0.7667
Recall
0.7358
Per class
Relative absolute error
0.975
Root mean prior squared error
0.4143
Root mean squared error
0.4371
Root relative squared error
1.055
SciMark benchmark
939.6798