DEVELOPMENT... OpenML
Run
125403

Run 125403

Task 3679 (Supervised Classification) chscase_vine2 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
0.7799
Per class
Build CPU time
0.0136
Build memory
559695218.5128
F measure
0.7836
Per class
Kappa
0.5641
KB relative information score
179.489
Mean absolute error
0.3255
Mean prior absolute error
0.4956
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7988
Per class
Predictive accuracy
0.7885
Prior entropy
0.9937
Recall
0.7885
Per class
Relative absolute error
0.6569
Root mean prior squared error
0.4978
Root mean squared error
0.406
Root relative squared error
0.8155
SciMark benchmark
909.5718