DEVELOPMENT... OpenML
Run
126549

Run 126549

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.6453
Per class
Build CPU time
1.293
Build memory
707179772.8
F measure
0.5982
Per class
Kappa
0.1796
KB relative information score
84.9422
Mean absolute error
0.4051
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5973
Per class
Predictive accuracy
0.6
Prior entropy
0.9875
Recall
0.6
Per class
Relative absolute error
0.8245
Root mean prior squared error
0.4956
Root mean squared error
0.589
Root relative squared error
1.1883
SciMark benchmark
908.8705