DEVELOPMENT... OpenML
Run
33448

Run 33448

Task 1885 (Supervised Classification) arrhythmia Uploaded 14-10-2014 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
0.8917
Per class
Build CPU time
90.719
Build memory
1116699927.8602
F measure
0.7254
Per class
Kappa
0.6166
KB relative information score
2438.11
Mean absolute error
0.0469
Mean prior absolute error
0.0855
Number of instances
4520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7033
Per class
Predictive accuracy
0.7584
Prior entropy
2.5222
Recall
0.7584
Per class
Relative absolute error
0.5481
Root mean prior squared error
0.2055
Root mean squared error
0.1517
Root relative squared error
0.7381
SciMark benchmark
942.9063