DEVELOPMENT... OpenML
Run
32623

Run 32623

Task 4296 (Supervised Classification) bank8FM 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)_I160
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
0.9882
Per class
Build CPU time
19.4541
Build memory
543731441.1596
F measure
0.9403
Per class
Kappa
0.8759
KB relative information score
68180.0946
Mean absolute error
0.085
Mean prior absolute error
0.4815
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9403
Per class
Predictive accuracy
0.9404
Prior entropy
0.9731
Recall
0.9404
Per class
Relative absolute error
0.1767
Root mean prior squared error
0.4906
Root mean squared error
0.2056
Root relative squared error
0.4189
SciMark benchmark
934.2059