DEVELOPMENT... OpenML
Run
77616

Run 77616

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

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I80
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.8782
Per class
Build CPU time
29.8967
Build memory
2541709250.3009
F measure
0.5828
Per class
Kappa
0.3727
KB relative information score
167.1847
Mean absolute error
0.0654
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
0.5711
Per class
Predictive accuracy
0.6615
Prior entropy
2.5222
Recall
0.6615
Per class
Relative absolute error
0.7649
Root mean prior squared error
0.2055
Root mean squared error
0.1708
Root relative squared error
0.8312
SciMark benchmark
914.0194