DEVELOPMENT... OpenML
Run
77036

Run 77036

Task 3862 (Supervised Classification) audiology 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
0.9956
Per class
Build CPU time
1.7658
Build memory
1416100564.8142
F measure
0.9593
Per class
Kappa
0.8899
KB relative information score
158.6774
Mean absolute error
0.1303
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.961
Per class
Predictive accuracy
0.9602
Prior entropy
0.8182
Recall
0.9602
Per class
Relative absolute error
0.3443
Root mean prior squared error
0.4343
Root mean squared error
0.1922
Root relative squared error
0.4425
SciMark benchmark
904.7337