DEVELOPMENT... OpenML
Run
32640

Run 32640

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)_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
0.9516
Per class
Build CPU time
51.5566
Build memory
159439902.24
F measure
0.8788
Per class
Kappa
0.727
KB relative information score
29644.0841
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
0.8788
Per class
Predictive accuracy
0.88
Prior entropy
0.9233
Recall
0.88
Per class
Relative absolute error
0.4219
Root mean prior squared error
0.4732
Root mean squared error
0.2917
Root relative squared error
0.6166
SciMark benchmark
932.8059