DEVELOPMENT... OpenML
Run
31256

Run 31256

Task 3800 (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
0.9438
Per class
Build CPU time
1.8166
Build memory
153902698.4
F measure
0.8735
Per class
Kappa
0.7421
KB relative information score
290.365
Mean absolute error
0.2232
Mean prior absolute error
0.4918
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
0.8742
Per class
Predictive accuracy
0.874
Prior entropy
0.9882
Recall
0.874
Per class
Relative absolute error
0.4538
Root mean prior squared error
0.4959
Root mean squared error
0.3088
Root relative squared error
0.6228
SciMark benchmark
935.0701