DEVELOPMENT... OpenML
Run
31970

Run 31970

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)_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
0.9619
Per class
Build CPU time
59.4997
Build memory
1011110045.6
F measure
0.8399
Per class
Kappa
0.7607
KB relative information score
3411.4828
Mean absolute error
0.1735
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
0.841
Per class
Predictive accuracy
0.8404
Prior entropy
1.5849
Recall
0.8404
Per class
Relative absolute error
0.3903
Root mean prior squared error
0.4714
Root mean squared error
0.2756
Root relative squared error
0.5847
SciMark benchmark
944.7274