DEVELOPMENT... OpenML
Run
28725

Run 28725

Task 3599 (Supervised Classification) machine_cpu Uploaded 09-10-2014 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
0.9762
Per class
Build CPU time
0.0375
Build memory
800824543.4258
F measure
0.9376
Per class
Kappa
0.8405
KB relative information score
157.8889
Mean absolute error
0.0948
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9375
Per class
Predictive accuracy
0.9378
Prior entropy
0.8417
Recall
0.9378
Per class
Relative absolute error
0.2411
Root mean prior squared error
0.4429
Root mean squared error
0.2092
Root relative squared error
0.4723
SciMark benchmark
930.8032