DEVELOPMENT... OpenML
Run
28629

Run 28629

Task 5 (Supervised Classification) arrhythmia 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)_I40
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
0.8874
Per class
Build CPU time
11.1547
Build memory
358058446.5664
F measure
0.7219
Per class
Kappa
0.6166
KB relative information score
241.8964
Mean absolute error
0.0461
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
0.6982
Per class
Predictive accuracy
0.7566
Prior entropy
2.5222
Recall
0.7566
Per class
Relative absolute error
0.5392
Root mean prior squared error
0.2055
Root mean squared error
0.1522
Root relative squared error
0.7406
SciMark benchmark
947.3677