DEVELOPMENT... OpenML
Run
127993

Run 127993

Task 3891 (Supervised Classification) gina_agnostic 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
0.895
Per class
Build CPU time
26.3689
Build memory
917912630.6759
F measure
0.812
Per class
Kappa
0.624
KB relative information score
1976.2076
Mean absolute error
0.222
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8123
Per class
Predictive accuracy
0.812
Prior entropy
0.9998
Recall
0.812
Per class
Relative absolute error
0.4442
Root mean prior squared error
0.4999
Root mean squared error
0.3702
Root relative squared error
0.7406
SciMark benchmark
929.5397