DEVELOPMENT... OpenML
Run
30961

Run 30961

Task 4505 (Supervised Classification) fri_c3_500_50 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
0.9409
Per class
Build CPU time
1.7301
Build memory
1107738849.12
F measure
0.8686
Per class
Kappa
0.7321
KB relative information score
2886.2644
Mean absolute error
0.2247
Mean prior absolute error
0.4918
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8694
Per class
Predictive accuracy
0.8692
Prior entropy
0.9882
Recall
0.8692
Per class
Relative absolute error
0.4568
Root mean prior squared error
0.4959
Root mean squared error
0.311
Root relative squared error
0.6272
SciMark benchmark
901.4559