DEVELOPMENT... OpenML
Run
29067

Run 29067

Task 3907 (Supervised Classification) mc1 Uploaded 10-10-2014 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
0.9521
Per class
Build CPU time
10.0938
Build memory
1997513120.5443
F measure
0.9927
Per class
Kappa
0.3799
KB relative information score
-12569.8491
Mean absolute error
0.0095
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9933
Per class
Predictive accuracy
0.9942
Prior entropy
0.0622
Recall
0.9942
Per class
Relative absolute error
0.6582
Root mean prior squared error
0.0845
Root mean squared error
0.0708
Root relative squared error
0.8383
SciMark benchmark
940.6686