DEVELOPMENT... OpenML
Run
127814

Run 127814

Task 3693 (Supervised Classification) fri_c4_100_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)_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
0.5967
Per class
Build CPU time
0.0896
Build memory
639942212
F measure
0.5582
Per class
Kappa
0.1125
KB relative information score
13.058
Mean absolute error
0.4317
Mean prior absolute error
0.4982
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
0.5582
Per class
Predictive accuracy
0.56
Prior entropy
0.9975
Recall
0.56
Per class
Relative absolute error
0.8666
Root mean prior squared error
0.4991
Root mean squared error
0.6437
Root relative squared error
1.2898
SciMark benchmark
943.2074