diff options
Diffstat (limited to 'sourcecodes/bnt-master/KPMstats/logist2FitRegularized.m')
| -rw-r--r-- | sourcecodes/bnt-master/KPMstats/logist2FitRegularized.m | 13 |
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)); + |