DEVELOPMENT... OpenML
Run
30338

Run 30338

Task 4373 (Supervised Classification) delta_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
0.9781
Per class
Build CPU time
6.1152
Build memory
197255323.2958
F measure
0.9449
Per class
Kappa
0.8892
KB relative information score
59832.7178
Mean absolute error
0.0876
Mean prior absolute error
0.4981
Number of instances
71290
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.945
Per class
Predictive accuracy
0.9449
Prior entropy
0.9973
Recall
0.9449
Per class
Relative absolute error
0.1758
Root mean prior squared error
0.4991
Root mean squared error
0.2115
Root relative squared error
0.4237
SciMark benchmark
925.7066