DEVELOPMENT... OpenML
Run
71293

Run 71293

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)_I40
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
0.9522
Per class
Build CPU time
0.013
Build memory
1195752877.0251
F measure
0.8694
Per class
Kappa
0.7391
KB relative information score
290.4053
Mean absolute error
0.1372
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
0.8723
Per class
Predictive accuracy
0.8693
Prior entropy
0.9982
Recall
0.8693
Per class
Relative absolute error
0.2752
Root mean prior squared error
0.4994
Root mean squared error
0.2956
Root relative squared error
0.5919
SciMark benchmark
937.52