DEVELOPMENT... OpenML
Run
15938

Run 15938

Task 7 (Supervised Classification) audiology Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I10
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9366
Per class
F measure
0.7223
Per class
Kappa
0.713
KB relative information score
132.7921
Mean absolute error
0.0367
Mean prior absolute error
0.0724
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
0.7096
Per class
Predictive accuracy
0.7566
Prior entropy
3.6349
Recall
0.7566
Per class
Relative absolute error
0.507
Root mean prior squared error
0.1893
Root mean squared error
0.1269
Root relative squared error
0.6704
SciMark benchmark
935.1528[550.0601191742942998.1636765285998470.73290633698946905.8189190131481750.9885882679507]