DEVELOPMENT... OpenML
Run
27004

Run 27004

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 08-10-2014 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)_I20
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
0.9278
Per class
Build CPU time
0.7582
Build memory
168393928.8
F measure
0.861
Per class
Kappa
0.7159
KB relative information score
295.0177
Mean absolute error
0.2147
Mean prior absolute error
0.4913
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
0.8631
Per class
Predictive accuracy
0.862
Prior entropy
0.9875
Recall
0.862
Per class
Relative absolute error
0.437
Root mean prior squared error
0.4956
Root mean squared error
0.3186
Root relative squared error
0.6428
SciMark benchmark
944.6999