DEVELOPMENT... OpenML
Run
96578

Run 96578

Task 5 (Supervised Classification) arrhythmia Uploaded 08-12-2014 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)_I10
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
0.8657
Per class
Build CPU time
0.7248
Build memory
308028910.9204
F measure
0.6822
Per class
Kappa
0.5448
KB relative information score
208.6263
Mean absolute error
0.0548
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
0.6733
Per class
Predictive accuracy
0.7257
Prior entropy
2.5222
Recall
0.7257
Per class
Relative absolute error
0.6405
Root mean prior squared error
0.2055
Root mean squared error
0.1614
Root relative squared error
0.7855
SciMark benchmark
934.4754