DEVELOPMENT... OpenML
Run
126040

Run 126040

Task 3724 (Supervised Classification) vinnie 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
0.8682
Per class
Build CPU time
0.0041
Build memory
1658233006.4
F measure
0.8447
Per class
Kappa
0.6892
KB relative information score
216.7567
Mean absolute error
0.2325
Mean prior absolute error
0.4997
Number of instances
380
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8447
Per class
Predictive accuracy
0.8447
Prior entropy
0.9995
Recall
0.8447
Per class
Relative absolute error
0.4653
Root mean prior squared error
0.4998
Root mean squared error
0.3525
Root relative squared error
0.7052
SciMark benchmark
937.9119