--- a
+++ b/params/paramsPCATuning.m
@@ -0,0 +1,69 @@
+
+%------------------------------
+%General parameters
+%%%%%% QUI %%%%%%
+param.numIterations = 10; %number of re-iterations.
+% param.kfold = 10; %k-1 partition used for training; 1 partitions for testing
+param.kfold = 2; %k-1 partition used for training; 1 partitions for testing
+%knn parameters
+param.knn_neighbors = 1;
+param.matchDistance = 'euclidean';
+param.knnDistance = 'euclidean';
+%param.matchDistance = 'chisq';
+%param.knnDistance = 'chisq';
+param.numScoreAggregate = 4; %4 usato in paper recenti
+param.useDynamicNumFilters = 1; % 0 1
+param.RetainedVariance = [0.92]; %[0.93 0.95]
+
+%------------------------------
+%Parameters orientation search
+param.numBins = 45;
+param.divTheta = 10; %orientamenti campionati
+param.maxOrient = 10; %12 %orientamenti adattativi
+
+%------------------------------
+%Parameters Gabor from scales
+param.N = 1; %sampling points per octave
+param.b0 = 1; %the unit spatial interval
+param.phai = 1.5; %band width of gabor [octave]
+param.aspectRatio = 1;  %aspect ratio of the gabor filter
+
+%------------------------------
+%Parameters Gabor parametrized
+param.divThetaParametrized = param.divTheta;
+param.sigma = 5.6179; %used for generating Gabor filter
+param.wavelength = 0.11; %used for generating Gabor filter
+
+%------------------------------
+%Parameters wavelet add
+param.numWavelets = 10000;
+param.minMSE = 0.005;
+param.minCountW = 2000;
+param.numBestWavelets = 5;
+
+%------------------------------
+% %PCANet parameters
+% PCANet.Vf = 15;
+% PCANet.NumStages = 2; %2
+% PCANet.PatchSize = [15, 15]; %(default  [5 5]) ([15 15] seems good for iitd)
+% PCANet.NumFilters = [PCANet.Vf, (param.divThetaParametrized + param.numBestWavelets)]; % (default [8 8]) ([10 10] seems good for iitd)
+% PCANet.HistBlockSize = [23, 23]; %(default 15 15) ([23 23] seems good for iitd)
+% PCANet.BlkOverLapRatio = 0;
+% PCANet.Pyramid = [];
+
+%------------------------------
+%original PCANet parameters
+PCANet.Vf = 11;
+PCANet.NumStages = 1; %2
+PCANet.PatchSize = [15, 15]; %(default  [5 5]) ([15 15] seems good for iitd)
+% PCANet.NumFilters = [PCANet.Vf PCANet.Vf]; % (default [8 8]) ([10 10] seems good for iitd)
+PCANet.NumFilters = [PCANet.Vf]; % (default [8 8]) ([10 10] seems good for iitd)
+PCANet.HistBlockSize = [23, 23]; %(default 15 15) ([23 23] seems good for iitd)
+PCANet.BlkOverLapRatio = 0;
+PCANet.Pyramid = [];
+
+
+
+
+
+