DEVELOPMENT... OpenML
Run
28688

Run 28688

Task 4618 (Supervised Classification) kc2 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)_I40
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
0.824
Per class
Build CPU time
0.4731
Build memory
502836788.6759
F measure
0.8196
Per class
Kappa
0.4177
KB relative information score
1389.7446
Mean absolute error
0.2167
Mean prior absolute error
0.3266
Number of instances
5220
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8167
Per class
Predictive accuracy
0.8314
Prior entropy
0.734
Recall
0.8314
Per class
Relative absolute error
0.6635
Root mean prior squared error
0.4037
Root mean squared error
0.3438
Root relative squared error
0.8515
SciMark benchmark
932.2458