DEVELOPMENT... OpenML
Run
30347

Run 30347

Task 285 (Supervised Classification) vote 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
0.9988
Per class
Build CPU time
0.099
Build memory
231649328
F measure
0.993
Per class
Kappa
0.9853
KB relative information score
129.5967
Mean absolute error
0.0523
Mean prior absolute error
0.4739
Number of instances
143
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9931
Per class
Predictive accuracy
0.993
Prior entropy
0.9627
Recall
0.993
Per class
Relative absolute error
0.1104
Root mean prior squared error
0.4865
Root mean squared error
0.1162
Root relative squared error
0.2389
SciMark benchmark
938.3896