DEVELOPMENT... OpenML
Run
125659

Run 125659

Task 39 (Supervised Classification) sonar 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)_I80
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
0.842
Per class
Build CPU time
0.5982
Build memory
422145887.8077
F measure
0.7932
Per class
Kappa
0.5844
KB relative information score
120.7476
Mean absolute error
0.2094
Mean prior absolute error
0.4978
Number of instances
208
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7932
Per class
Predictive accuracy
0.7933
Prior entropy
0.9968
Recall
0.7933
Per class
Relative absolute error
0.4207
Root mean prior squared error
0.4989
Root mean squared error
0.4253
Root relative squared error
0.8525
SciMark benchmark
909.5718