DEVELOPMENT... OpenML
Run
30529

Run 30529

Task 58 (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
0.9609
Per class
Build CPU time
29.1803
Build memory
1503486298.4
F measure
0.8385
Per class
Kappa
0.7586
KB relative information score
3411.3551
Mean absolute error
0.1733
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8396
Per class
Predictive accuracy
0.839
Prior entropy
1.5849
Recall
0.839
Per class
Relative absolute error
0.3898
Root mean prior squared error
0.4714
Root mean squared error
0.2768
Root relative squared error
0.5871
SciMark benchmark
948.8223