DEVELOPMENT... OpenML
Run
72545

Run 72545

Task 3696 (Supervised Classification) autoMpg Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I20
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.949
Per class
Build CPU time
0.0069
Build memory
613433963.1759
F measure
0.8694
Per class
Kappa
0.7386
KB relative information score
287.1141
Mean absolute error
0.1415
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
0.8702
Per class
Predictive accuracy
0.8693
Prior entropy
0.9982
Recall
0.8693
Per class
Relative absolute error
0.2836
Root mean prior squared error
0.4994
Root mean squared error
0.2983
Root relative squared error
0.5974
SciMark benchmark
941.6532