DEVELOPMENT... OpenML
Run
127726

Run 127726

Task 3591 (Supervised Classification) bank8FM 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)_I10
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
0.9776
Per class
Build CPU time
0.5784
Build memory
855766329.9111
F measure
0.9211
Per class
Kappa
0.8356
KB relative information score
6733.6088
Mean absolute error
0.0867
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9213
Per class
Predictive accuracy
0.9214
Prior entropy
0.9731
Recall
0.9214
Per class
Relative absolute error
0.18
Root mean prior squared error
0.4906
Root mean squared error
0.2463
Root relative squared error
0.5019
SciMark benchmark
908.8705