DEVELOPMENT... OpenML
Run
31394

Run 31394

Task 4305 (Supervised Classification) ailerons 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
0.9574
Per class
Build CPU time
78.6615
Build memory
1135210423.84
F measure
0.8872
Per class
Kappa
0.7691
KB relative information score
94088.873
Mean absolute error
0.1628
Mean prior absolute error
0.4884
Number of instances
137500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8872
Per class
Predictive accuracy
0.8872
Prior entropy
0.9832
Recall
0.8872
Per class
Relative absolute error
0.3334
Root mean prior squared error
0.4942
Root mean squared error
0.2842
Root relative squared error
0.5751
SciMark benchmark
946.3982