DEVELOPMENT... OpenML
Run
71634

Run 71634

Task 235 (Supervised Classification) arrhythmia Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I40
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.7952
Per class
Build CPU time
0.676
Build memory
629087000
F measure
0.3371
Per class
KB relative information score
48.8474
Mean absolute error
0.0598
Mean prior absolute error
0.0878
Number of instances
149
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2534
Per class
Predictive accuracy
0.5034
Prior entropy
2.5222
Recall
0.5034
Per class
Relative absolute error
0.6804
Root mean prior squared error
0.211
Root mean squared error
0.2092
Root relative squared error
0.9913
SciMark benchmark
932.7461