DEVELOPMENT... OpenML
Run
30895

Run 30895

Task 3724 (Supervised Classification) vinnie 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
0.9059
Per class
Build CPU time
0.0777
Build memory
844586184
F measure
0.8447
Per class
Kappa
0.6891
KB relative information score
208.0539
Mean absolute error
0.2444
Mean prior absolute error
0.4997
Number of instances
380
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8448
Per class
Predictive accuracy
0.8447
Prior entropy
0.9995
Recall
0.8447
Per class
Relative absolute error
0.4891
Root mean prior squared error
0.4998
Root mean squared error
0.3474
Root relative squared error
0.695
SciMark benchmark
947.7557