DEVELOPMENT... OpenML
Run
31930

Run 31930

Task 55 (Supervised Classification) vote 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)_I160
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
0.9877
Per class
Build CPU time
0.1685
Build memory
925865010.9609
F measure
0.9633
Per class
Kappa
0.9228
KB relative information score
380.0356
Mean absolute error
0.0657
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9635
Per class
Predictive accuracy
0.9632
Prior entropy
0.9627
Recall
0.9632
Per class
Relative absolute error
0.1386
Root mean prior squared error
0.4869
Root mean squared error
0.1712
Root relative squared error
0.3515
SciMark benchmark
944.7951