DEVELOPMENT... OpenML
Run
31162

Run 31162

Task 4543 (Supervised Classification) autos Uploaded 13-10-2014 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)_I80
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
0.9577
Per class
Build CPU time
0.1659
Build memory
2498522642.6263
F measure
0.8991
Per class
Kappa
0.7668
KB relative information score
1257.2799
Mean absolute error
0.1831
Mean prior absolute error
0.4406
Number of instances
2050
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9023
Per class
Predictive accuracy
0.9015
Prior entropy
0.9134
Recall
0.9015
Per class
Relative absolute error
0.4156
Root mean prior squared error
0.4691
Root mean squared error
0.2777
Root relative squared error
0.592
SciMark benchmark
946.9268