DEVELOPMENT... OpenML
Run
27838

Run 27838

Task 3734 (Supervised Classification) fri_c1_500_5 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)_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
0.9503
Per class
Build CPU time
0.0852
Build memory
1691165060.8
F measure
0.8735
Per class
Kappa
0.7455
KB relative information score
344.1868
Mean absolute error
0.1634
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
0.8755
Per class
Predictive accuracy
0.874
Prior entropy
0.9967
Recall
0.874
Per class
Relative absolute error
0.3283
Root mean prior squared error
0.4988
Root mean squared error
0.2967
Root relative squared error
0.5947
SciMark benchmark
943.7326