DEVELOPMENT... OpenML
Run
82676

Run 82676

Task 5 (Supervised Classification) arrhythmia Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.884
Per class
Build CPU time
13.1765
Build memory
967485915.6814
F measure
0.701
Per class
Kappa
0.5792
KB relative information score
212.2034
Mean absolute error
0.0538
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
0.6863
Per class
Predictive accuracy
0.7412
Prior entropy
2.5222
Recall
0.7412
Per class
Relative absolute error
0.6287
Root mean prior squared error
0.2055
Root mean squared error
0.1568
Root relative squared error
0.763
SciMark benchmark
945.7067

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