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Run
16294

Run 16294

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

weka.AdaBoostM1_RandomTree(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_RandomTree(1)_I10
weka.AdaBoostM1_RandomTree(1)_P100
weka.AdaBoostM1_RandomTree(1)_S1
weka.AdaBoostM1_RandomTree(1)_Wweka.classifiers.trees.RandomTree
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.

17 Evaluation measures

Area under ROC curve
0.9012
Per class
F measure
0.6997
Per class
Kappa
0.6737
KB relative information score
136.6423
Mean absolute error
0.0237
Mean prior absolute error
0.0724
Number of instances
226
Per class
Precision
0.6869
Per class
Predictive accuracy
0.7212
Prior entropy
3.6349
Recall
0.7212
Per class
Relative absolute error
0.3269
Root mean prior squared error
0.1893
Root mean squared error
0.1465
Root relative squared error
0.7738