DEVELOPMENT... OpenML
Run
30374

Run 30374

Task 30 (Supervised Classification) page-blocks 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
0.9894
Per class
Build CPU time
7.8164
Build memory
580585412.2741
F measure
0.973
Per class
Kappa
0.8582
KB relative information score
4358.9727
Mean absolute error
0.0155
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9728
Per class
Predictive accuracy
0.9735
Prior entropy
0.6391
Recall
0.9735
Per class
Relative absolute error
0.2034
Root mean prior squared error
0.1949
Root mean squared error
0.0895
Root relative squared error
0.4593
SciMark benchmark
932.6122