DEVELOPMENT... OpenML
Run
30733

Run 30733

Task 1885 (Supervised Classification) arrhythmia 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
0.8913
Per class
Build CPU time
18.9225
Build memory
793453991.1929
F measure
0.7266
Per class
Kappa
0.6246
KB relative information score
2396.9321
Mean absolute error
0.0468
Mean prior absolute error
0.0855
Number of instances
4520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7077
Per class
Predictive accuracy
0.7604
Prior entropy
2.5222
Recall
0.7604
Per class
Relative absolute error
0.5469
Root mean prior squared error
0.2055
Root mean squared error
0.152
Root relative squared error
0.7396
SciMark benchmark
924.6029

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