DEVELOPMENT... OpenML
Run
126100

Run 126100

Task 3794 (Supervised Classification) disclosure_z 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)_I80
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
0.5566
Per class
Build CPU time
0.0136
Build memory
1906301114.2961
F measure
0.5571
Per class
Kappa
0.1115
KB relative information score
16.2852
Mean absolute error
0.4894
Mean prior absolute error
0.4987
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5569
Per class
Predictive accuracy
0.5574
Prior entropy
0.9981
Recall
0.5574
Per class
Relative absolute error
0.9813
Root mean prior squared error
0.4993
Root mean squared error
0.4974
Root relative squared error
0.9962
SciMark benchmark
943.5504

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