DEVELOPMENT... OpenML
Run
22887

Run 22887

Task 7 (Supervised Classification) audiology Uploaded 23-06-2014 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)_I10
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
0.9583
Per class
F measure
0.8534
Per class
Kappa
0.8404
KB relative information score
177.5008
Mean absolute error
0.0118
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
0.8544
Per class
Predictive accuracy
0.8628
Prior entropy
3.6349
Recall
0.8628
Per class
Relative absolute error
0.1633
Root mean prior squared error
0.1893
Root mean squared error
0.1043
Root relative squared error
0.5512
SciMark benchmark
941.5186[528.55773914715511014.1867954103211483.44967579697345910.53832226537881770.860427897459]