DEVELOPMENT... OpenML
Run
127575

Run 127575

Task 1819 (Supervised Classification) vote 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
0.9688
Per class
Build CPU time
0.0083
Build memory
975733139.7444
F measure
0.9389
Per class
Kappa
0.8711
KB relative information score
1870.8715
Mean absolute error
0.0664
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9389
Per class
Predictive accuracy
0.9389
Prior entropy
0.9627
Recall
0.9389
Per class
Relative absolute error
0.14
Root mean prior squared error
0.4869
Root mean squared error
0.2253
Root relative squared error
0.4627
SciMark benchmark
908.8705