DEVELOPMENT... OpenML
Run
18734

Run 18734

Task 7 (Supervised Classification) audiology Uploaded 11-06-2014 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)_I160
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
0.9146
Per class
F measure
0.834
Per class
Kappa
0.8194
KB relative information score
171.7335
Mean absolute error
0.013
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
0.8318
Per class
Predictive accuracy
0.8451
Prior entropy
3.6349
Recall
0.8451
Per class
Relative absolute error
0.18
Root mean prior squared error
0.1893
Root mean squared error
0.1138
Root relative squared error
0.6011
SciMark benchmark
886.9431[549.7133900178856995.8424108437001471.3528398414899888.02170947903681529.7852760385204]