DEVELOPMENT... OpenML
Run
20088

Run 20088

Task 7 (Supervised Classification) audiology Uploaded 18-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(1)_I40
weka.AdaBoostM1_J48(1)_P100
weka.AdaBoostM1_J48(1)_S1
weka.AdaBoostM1_J48(1)_Wweka.classifiers.trees.J48
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.9298
Per class
F measure
0.836
Per class
Kappa
0.8244
KB relative information score
172.9786
Mean absolute error
0.0125
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
0.83
Per class
Predictive accuracy
0.8496
Prior entropy
3.6349
Recall
0.8496
Per class
Relative absolute error
0.1727
Root mean prior squared error
0.1893
Root mean squared error
0.111
Root relative squared error
0.5864
SciMark benchmark
901.8423[557.0874319526271006.7685336652797476.7947510829143894.68947221284181573.8712646410706]