DEVELOPMENT... OpenML
Run
125568

Run 125568

Task 3863 (Supervised Classification) hypothyroid 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
0.8478
Per class
Build CPU time
0.4916
Build memory
3220067995.597
F measure
0.9431
Per class
Kappa
0.5522
KB relative information score
362.9425
Mean absolute error
0.0879
Mean prior absolute error
0.1426
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.947
Per class
Predictive accuracy
0.9507
Prior entropy
0.3928
Recall
0.9507
Per class
Relative absolute error
0.6164
Root mean prior squared error
0.2668
Root mean squared error
0.2134
Root relative squared error
0.7996
SciMark benchmark
943.2074