DEVELOPMENT... OpenML
Run
115834

Run 115834

Task 237 (Supervised Classification) audiology Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_JRip(2)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_JRip(2)_I160
weka.AdaBoostM1_JRip(2)_P100
weka.AdaBoostM1_JRip(2)_S1
weka.AdaBoostM1_JRip(2)_Wweka.classifiers.rules.JRip
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_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.

21 Evaluation measures

Area under ROC curve
0.8565
Per class
Build CPU time
3.672
Build memory
403208000
F measure
0.6803
Per class
Kappa
0.692
KB relative information score
47.8681
Mean absolute error
0.0228
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6545
Per class
Predictive accuracy
0.7297
Prior entropy
3.6349
Recall
0.7297
Per class
Relative absolute error
0.3098
Root mean prior squared error
0.1925
Root mean squared error
0.1501
Root relative squared error
0.7797
SciMark benchmark
902.712