DEVELOPMENT... OpenML
Run
126700

Run 126700

Task 3795 (Supervised Classification) fri_c4_100_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)_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
0.5361
Per class
Build CPU time
0.1507
Build memory
1076727191.2
F measure
0.56
Per class
Kappa
0.1071
KB relative information score
10.2467
Mean absolute error
0.4393
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.56
Per class
Predictive accuracy
0.56
Prior entropy
0.99
Recall
0.56
Per class
Relative absolute error
0.8912
Root mean prior squared error
0.4964
Root mean squared error
0.6525
Root relative squared error
1.3144
SciMark benchmark
937.9119