DEVELOPMENT... OpenML
Run
78578

Run 78578

Task 5 (Supervised Classification) arrhythmia Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_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
0.8716
Per class
Build CPU time
0.9257
Build memory
1077082946.3717
F measure
0.5957
Per class
Kappa
0.4006
KB relative information score
175.1461
Mean absolute error
0.0634
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
0.5972
Per class
Predictive accuracy
0.6704
Prior entropy
2.5222
Recall
0.6704
Per class
Relative absolute error
0.7406
Root mean prior squared error
0.2055
Root mean squared error
0.1689
Root relative squared error
0.8221
SciMark benchmark
940.4855