DEVELOPMENT... OpenML
Run
31592

Run 31592

Task 5 (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)_I160
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
0.8974
Per class
Build CPU time
36.8
Build memory
86438077.2566
F measure
0.7368
Per class
Kappa
0.6385
KB relative information score
240.5325
Mean absolute error
0.0467
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
0.7311
Per class
Predictive accuracy
0.7699
Prior entropy
2.5222
Recall
0.7699
Per class
Relative absolute error
0.5456
Root mean prior squared error
0.2055
Root mean squared error
0.1516
Root relative squared error
0.7375
SciMark benchmark
942.8673