Merge pull request #1 from ziejd2/octave_php_separate

Octave php separate

1 files changed, 13 insertions, 0 deletions

diff --git a/sourcecodes/bnt-master/KPMstats/logist2FitRegularized.m b/sourcecodes/bnt-master/KPMstats/logist2FitRegularized.m
new file mode 100644
index 00000000..d521e8f7
--- /dev/null
+++ b/sourcecodes/bnt-master/KPMstats/logist2FitRegularized.m
@@ -0,0 +1,13 @@
+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));
+