DEVELOPMENT... OpenML
Run
127841

Run 127841

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.7828
Per class
Build CPU time
0.0071
Build memory
1518774457.3793
F measure
0.6897
Per class
Kappa
0.3791
KB relative information score
32.9232
Mean absolute error
0.3147
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.69
Per class
Predictive accuracy
0.6897
Prior entropy
0.9992
Recall
0.6897
Per class
Relative absolute error
0.6301
Root mean prior squared error
0.4997
Root mean squared error
0.4671
Root relative squared error
0.9347
SciMark benchmark
943.5504