nargin in fuzzy knn

1 回表示 (過去 30 日間)
Della N
Della N 2020 年 4 月 30 日
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

回答 (0 件)

カテゴリ

Help Center および File ExchangeFuzzy Logic Toolbox についてさらに検索

タグ

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by