DEVELOPMENT... OpenML
Run
70773

Run 70773

Task 5 (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
0.7698
Per class
Build CPU time
0.5115
Build memory
481247206.3717
F measure
0.3916
Per class
Kappa
0.0274
KB relative information score
149.4283
Mean absolute error
0.0562
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3168
Per class
Predictive accuracy
0.542
Prior entropy
2.5222
Recall
0.542
Per class
Relative absolute error
0.6572
Root mean prior squared error
0.2055
Root mean squared error
0.1997
Root relative squared error
0.972
SciMark benchmark
938.3567