DEVELOPMENT... OpenML
Run
29325

Run 29325

Task 3696 (Supervised Classification) autoMpg Uploaded 11-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9626
Per class
Build CPU time
0.0425
Build memory
2541290617.4673
F measure
0.9171
Per class
Kappa
0.834
KB relative information score
305.5879
Mean absolute error
0.1243
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
0.9177
Per class
Predictive accuracy
0.9171
Prior entropy
0.9982
Recall
0.9171
Per class
Relative absolute error
0.2493
Root mean prior squared error
0.4994
Root mean squared error
0.2496
Root relative squared error
0.4999
SciMark benchmark
940.8303