DEVELOPMENT... OpenML
Run
32972

Run 32972

Task 4305 (Supervised Classification) ailerons Uploaded 14-10-2014 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
0.9579
Per class
Build CPU time
194.2478
Build memory
1091071506.4
F measure
0.887
Per class
Kappa
0.7687
KB relative information score
94078.2108
Mean absolute error
0.163
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
0.887
Per class
Predictive accuracy
0.887
Prior entropy
0.9832
Recall
0.887
Per class
Relative absolute error
0.3337
Root mean prior squared error
0.4942
Root mean squared error
0.2836
Root relative squared error
0.5739
SciMark benchmark
948.2792