DEVELOPMENT... OpenML
Run
31216

Run 31216

Task 4547 (Supervised Classification) waveform-5000 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
0.9505
Per class
Build CPU time
27.8947
Build memory
183671289.84
F measure
0.8778
Per class
Kappa
0.7249
KB relative information score
29613.4228
Mean absolute error
0.1889
Mean prior absolute error
0.4478
Number of instances
50000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8779
Per class
Predictive accuracy
0.879
Prior entropy
0.9233
Recall
0.879
Per class
Relative absolute error
0.4218
Root mean prior squared error
0.4732
Root mean squared error
0.2928
Root relative squared error
0.6188
SciMark benchmark
932.105