nargin in fuzzy knn
1 Ansicht (letzte 30 Tage)
Ältere Kommentare anzeigen
Hello, anyone can help me please. I used fuzzy knn function in matlab, I still wondering why this function use "if nargin<7 then fuzzy=true" because if I delete this code and also the code below this program still running and there's no error. Thankyou
function [hasilDataBaru,jarakKeMasing2Hasil] = FuzzyKNN(contohData, hasilContohData, dataBaru, k, fuzzy)
if nargin<7
fuzzy = true;
end
jumlahContohData = size(contohData,1);
jumlahDataBaru = size(dataBaru,1);
m = 2;
maksHasilContohData = max(hasilContohData);
temp = zeros(length(hasilContohData),maksHasilContohData);
for i=1:jumlahContohData
temp(i,:) = [zeros(1, hasilContohData(i)-1) 1 zeros(1,maksHasilContohData - hasilContohData(i))];
end
hasilContohData = temp;
hasilDataBaru = zeros(jumlahDataBaru, length(k));
jarakKeMasing2Hasil = zeros(jumlahDataBaru, maksHasilContohData, length(k));
for i=1:jumlahDataBaru
jarak = (repmat(dataBaru(i,:), jumlahContohData,1) - contohData).^2;
jarak = sum(jarak,2)';
[~, idxTerurut] = sort(jarak);
idxContohDataTerpilih = idxTerurut(1:k);
bobot = ones(1,length(idxContohDataTerpilih));
if fuzzy,
bobot = jarak(idxContohDataTerpilih).^(-1/(m-1));
if max(isinf(bobot))
warning(['Terdapat bobot dengan nilai tak terhingga: ' num2str(i) '. Sehingga nilai bobot dikembalikan menjadi 1.']);
bobot(isinf(bobot)) = 1;
end
end
bobotPerMasing2Hasil = bobot * hasilContohData(idxContohDataTerpilih,:)/(sum(bobot)) ;
jarakKeMasing2Hasil(i,:) = bobotPerMasing2Hasil;
[~, idxMaks] = max(bobotPerMasing2Hasil');
hasilDataBaru(i) = idxMaks;
end
0 Kommentare
Antworten (0)
Siehe auch
Kategorien
Mehr zu Fuzzy Logic Toolbox finden Sie in Help Center und File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!