DEVELOPMENT... OpenML
Run
125088

Run 125088

Task 237 (Supervised Classification) audiology Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(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_NaiveBayes(2)_I160
weka.AdaBoostM1_NaiveBayes(2)_P100
weka.AdaBoostM1_NaiveBayes(2)_S1
weka.AdaBoostM1_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8519
Per class
Build CPU time
3.252
Build memory
276261960
F measure
0.6776
Per class
Kappa
0.6785
KB relative information score
46.4408
Mean absolute error
0.0237
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
0.6737
Per class
Predictive accuracy
0.7162
Prior entropy
3.6349
Recall
0.7162
Per class
Relative absolute error
0.3213
Root mean prior squared error
0.1925
Root mean squared error
0.1538
Root relative squared error
0.7986
SciMark benchmark
943.2074