DEVELOPMENT... OpenML
Run
79657

Run 79657

Task 50 (Supervised Classification) heart-h 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)_I40
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
0.8911
Per class
Build CPU time
0.0466
Build memory
612344942.2857
F measure
0.8078
Per class
Kappa
0.58
KB relative information score
132.1477
Mean absolute error
0.0988
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8073
Per class
Predictive accuracy
0.8095
Prior entropy
1.0314
Recall
0.8095
Per class
Relative absolute error
0.5291
Root mean prior squared error
0.3037
Root mean squared error
0.2254
Root relative squared error
0.742
SciMark benchmark
929.0404