DEVELOPMENT... OpenML
Run
32336

Run 32336

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.9518
Per class
Build CPU time
0.5059
Build memory
1233226148
F measure
0.8814
Per class
Kappa
0.7615
KB relative information score
344.8727
Mean absolute error
0.1638
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8841
Per class
Predictive accuracy
0.882
Prior entropy
0.9967
Recall
0.882
Per class
Relative absolute error
0.3291
Root mean prior squared error
0.4988
Root mean squared error
0.2929
Root relative squared error
0.5871
SciMark benchmark
935.8496