DEVELOPMENT... OpenML
Run
126150

Run 126150

Task 3848 (Supervised Classification) squash-unstored 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
0.7701
Per class
Build CPU time
0.0551
Build memory
1114975081.8462
F measure
0.748
Per class
Kappa
0.4925
KB relative information score
25.6567
Mean absolute error
0.2518
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7512
Per class
Predictive accuracy
0.75
Prior entropy
0.996
Recall
0.75
Per class
Relative absolute error
0.5065
Root mean prior squared error
0.4985
Root mean squared error
0.4822
Root relative squared error
0.9672
SciMark benchmark
908.8705