DEVELOPMENT... OpenML
Run
17909

Run 17909

Task 7 (Supervised Classification) audiology Uploaded 09-06-2014 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)_I80
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
0.9694
Per class
F measure
0.7575
Per class
Kappa
0.749
KB relative information score
137.8969
Mean absolute error
0.0355
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
0.7408
Per class
Predictive accuracy
0.7876
Prior entropy
3.6349
Recall
0.7876
Per class
Relative absolute error
0.4907
Root mean prior squared error
0.1893
Root mean squared error
0.1187
Root relative squared error
0.6271
SciMark benchmark
942.5736[559.76910839984421014.9881073746852484.5405689113658901.45804913259251752.1121496976039]