DEVELOPMENT... OpenML
Run
127939

Run 127939

Task 3833 (Supervised Classification) analcatdata_authorship 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
0.9975
Per class
Build CPU time
0.5182
Build memory
747529588.4804
F measure
0.9881
Per class
Kappa
0.9747
KB relative information score
818.2788
Mean absolute error
0.0124
Mean prior absolute error
0.4698
Number of instances
841
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9881
Per class
Predictive accuracy
0.9881
Prior entropy
0.9561
Recall
0.9881
Per class
Relative absolute error
0.0264
Root mean prior squared error
0.4846
Root mean squared error
0.1038
Root relative squared error
0.2141
SciMark benchmark
929.5397