DEVELOPMENT... OpenML
Run
68439

Run 68439

Task 3696 (Supervised Classification) autoMpg 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
0.9629
Per class
Build CPU time
0.0785
Build memory
859415002.6131
F measure
0.8869
Per class
Kappa
0.7746
KB relative information score
308.0823
Mean absolute error
0.1125
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8928
Per class
Predictive accuracy
0.8869
Prior entropy
0.9982
Recall
0.8869
Per class
Relative absolute error
0.2255
Root mean prior squared error
0.4994
Root mean squared error
0.3233
Root relative squared error
0.6474
SciMark benchmark
939.6798