DEVELOPMENT... OpenML
Run
28112

Run 28112

Task 4547 (Supervised Classification) waveform-5000 Uploaded 09-10-2014 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)_I20
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
0.9448
Per class
Build CPU time
7.3359
Build memory
2007274036.32
F measure
0.8704
Per class
Kappa
0.7084
KB relative information score
29386.5615
Mean absolute error
0.1893
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
0.8702
Per class
Predictive accuracy
0.8715
Prior entropy
0.9233
Recall
0.8715
Per class
Relative absolute error
0.4226
Root mean prior squared error
0.4732
Root mean squared error
0.2994
Root relative squared error
0.6328
SciMark benchmark
940.3692