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PRTools User Guide



Weighted combiner (Adaboost weights)

W = WVOTEC(A,V) compute weigths and store  W = WVOTEC(V,U) Construct weighted combiner using weights U

     A Labeled dataset
     V Parallel or stacked set of trained classifiers
     U Set of classifier weights

     W Combined classifier


The set of trained classifiers V is combined using weighted  majority voting. If given the weights U are used. If not  given, the weights are computed from the classification  results of the labeled dataset A using 0.5*log((1-E)/E)  if E is the classifier error.

See also

mappings, datasets,

PRTools Contents

PRTools User Guide

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