DEVELOPMENT... OpenML
Run
77163

Run 77163

Task 50 (Supervised Classification) heart-h 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)_I40
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
0.8915
Per class
Build CPU time
2.2534
Build memory
655597881.7415
F measure
0.8062
Per class
Kappa
0.5747
KB relative information score
129.6996
Mean absolute error
0.1013
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
0.8069
Per class
Predictive accuracy
0.8095
Prior entropy
1.0314
Recall
0.8095
Per class
Relative absolute error
0.5424
Root mean prior squared error
0.3037
Root mean squared error
0.2248
Root relative squared error
0.7402
SciMark benchmark
913.9794