DEVELOPMENT... OpenML
Run
79371

Run 79371

Task 235 (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)_I80
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
0.8421
Per class
Build CPU time
0.455
Build memory
964403160
F measure
0.5769
Per class
Kappa
0.4011
KB relative information score
58.7591
Mean absolute error
0.065
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
0.5991
Per class
Predictive accuracy
0.651
Prior entropy
2.5222
Recall
0.651
Per class
Relative absolute error
0.7401
Root mean prior squared error
0.211
Root mean squared error
0.178
Root relative squared error
0.8436
SciMark benchmark
931.0999