view toolboxes/FullBNT-1.0.7/KPMstats/logist2FitRegularized.m @ 0:cc4b1211e677 tip

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Changeset:
646 (e263d8a21543) added further path and more save "camirversion.m"

function [net, niter] = logist2FitRegularized(labels, features, maxIter)

if nargin < 3, maxIter = 100; end

[D  N] = size(features);
weightPrior = 0.5;
net = glm(D, 1, 'logistic', weightPrior);
options = foptions;
options(14) = maxIter;
[net, options] = glmtrain(net, options, features', labels(:));
niter = options(14);
%w = logist2Fit(labelsPatches(jValidPatches), features(:, jValidPatches));