DEVELOPMENT... OpenML
Run
127856

Run 127856

Task 3741 (Supervised Classification) fri_c2_250_50 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
0.6611
Per class
Build CPU time
0.1116
Build memory
646218333.6
F measure
0.6077
Per class
Kappa
0.2075
KB relative information score
50.9559
Mean absolute error
0.3935
Mean prior absolute error
0.4954
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6074
Per class
Predictive accuracy
0.608
Prior entropy
0.9934
Recall
0.608
Per class
Relative absolute error
0.7942
Root mean prior squared error
0.4977
Root mean squared error
0.5725
Root relative squared error
1.1503
SciMark benchmark
943.2074