catfold.m

该文件里面包含了三个AdaBoost算法

%   The algorithms implemented by Alexander Vezhnevets aka Vezhnick
%   <a>href="mailto:[e-mail]">[e-mail]</a>
%
%   Copyright (C) 2005, Vezhnevets Alexander
%   [e-mail]
%   
%   This file is part of GML Matlab Toolbox
%   For conditions of distribution and use, see the accompanying License.txt file.
%
%   CatFold cancatinates cross-validation fold N to passed Data and Labels
%~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
%
%    [Data, Labels] = CatFold(this, Data, Labels, N)
%    ---------------------------------------------------------------------------------
%    Arguments:
%           this     - crossvalidation object
%           Data     - Data matrix
%           Labels   - Labels matrix
%           N        - number of fold
%    Return:
%           Data     - Data with fold N concatinated
%           Labels   - Labels with fold N concatinated

function [Data, Labels] = CatFold(this, Data, Labels, N)

if(N > this.folds)
  error('N > total folds');
end

Data   = cat(2, Data, this.CrossDataSets{N}{1,1});
Labels = cat(2, Labels, this.CrossLabelsSets{N}{1,1});