DEVELOPMENT... OpenML
Run
33992

Run 33992

Task 235 (Supervised Classification) arrhythmia Uploaded 17-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.8954
Per class
Build CPU time
56.286
Build memory
760415784
F measure
0.7183
Per class
Kappa
0.6445
KB relative information score
84.8212
Mean absolute error
0.0476
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
0.704
Per class
Predictive accuracy
0.7651
Prior entropy
2.5222
Recall
0.7651
Per class
Relative absolute error
0.5419
Root mean prior squared error
0.211
Root mean squared error
0.1542
Root relative squared error
0.7309
SciMark benchmark
935.7856