DEVELOPMENT... OpenML
Run
29695

Run 29695

Task 4543 (Supervised Classification) autos Uploaded 12-10-2014 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
0.9577
Per class
Build CPU time
0.089
Build memory
3365197190.0605
F measure
0.9015
Per class
Kappa
0.7723
KB relative information score
1264.1923
Mean absolute error
0.1814
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
0.9051
Per class
Predictive accuracy
0.9039
Prior entropy
0.9134
Recall
0.9039
Per class
Relative absolute error
0.4117
Root mean prior squared error
0.4691
Root mean squared error
0.2773
Root relative squared error
0.5911
SciMark benchmark
932.1589