DEVELOPMENT... OpenML
Run
26796

Run 26796

Task 4612 (Supervised Classification) mc1 Uploaded 08-10-2014 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
0.9441
Per class
Build CPU time
5.4164
Build memory
357435530.8457
F measure
0.9928
Per class
Kappa
0.3912
KB relative information score
-109196.1095
Mean absolute error
0.0095
Mean prior absolute error
0.0144
Number of instances
94660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9934
Per class
Predictive accuracy
0.9943
Prior entropy
0.0622
Recall
0.9943
Per class
Relative absolute error
0.6602
Root mean prior squared error
0.0845
Root mean squared error
0.0709
Root relative squared error
0.8399
SciMark benchmark
947.4498