DEVELOPMENT... OpenML
Run
26734

Run 26734

Task 5 (Supervised Classification) arrhythmia Uploaded 08-10-2014 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
0.8764
Per class
Build CPU time
4.2449
Build memory
105010565.6637
F measure
0.7247
Per class
Kappa
0.6227
KB relative information score
240.9081
Mean absolute error
0.0458
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
0.6996
Per class
Predictive accuracy
0.7589
Prior entropy
2.5222
Recall
0.7589
Per class
Relative absolute error
0.5354
Root mean prior squared error
0.2055
Root mean squared error
0.1529
Root relative squared error
0.7441
SciMark benchmark
936.8247