DEVELOPMENT... OpenML
Run
126761

Run 126761

Task 3859 (Supervised Classification) prnn_fglass 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)_I40
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
0.7072
Per class
Build CPU time
0.0094
Build memory
1313498861.1215
F measure
0.657
Per class
Kappa
0.3028
KB relative information score
20.631
Mean absolute error
0.4122
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6951
Per class
Predictive accuracy
0.6495
Prior entropy
0.9397
Recall
0.6495
Per class
Relative absolute error
0.8993
Root mean prior squared error
0.4786
Root mean squared error
0.4725
Root relative squared error
0.9873
SciMark benchmark
943.2074