Unrecognized function or variable 'filenames'. Error in pengujian_sistem (line 4) jumlah_data = numel(filenames);

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% membaca file citra dalam folder
image_folder ='data uji';
filename = dir(fullfile(image_folder, '*.jpg'));
jumlah_data = numel(filenames);
% menginiliasisasi variabel data_latih
data_latih = zeros(jumlah_data,5);
% proses ekstraksi ciri orde satu
for k = 1:jumlah_data
full_name = fullfile(image_folder, filenames(k).name);
Img = imread(full_name);
Img = rgb2gray(Img);
H = imhist(Img)';
H = H/sum(H);
I = (0:255);
CiriMEAN = I * H;
CiriENT = -H * log2(H+eps)';
CiriVAR = (I-CiriMean).^2*H';
CiriSKEW = (I-CiriMean).^3*H'/ CiriVAR^1.5;
CiriKURT = (I-CiriMean).^4*H'/ CiriVAR^2-3;
data_latih(k,:) = [CiriMEAN,CiriENT,CiriVAR,CiriSKEW,CiriSKURT];
end
% penentuan nilai target untuk masing-maisng jenis bunga
target_latih = zero(1,jumlah_data);
target_latih(1:6) = 1; %kamboja_biasa
target_latih(7:12) = 2; %kamboja_merah
target_latih(13:18) = 3; %kamboja_plumeriapudica
target_latih(19:24) = 4; %melati-gambir
target_latih(25:30) = 5; %melati_kuning
% pelatihan menggunakan algoritma multivism
output = multivsm(data_latih,target_latih,data_latih);
[n,~] = find(targer_latih==output');
jumlah_benar(1) = sum(n);
akurasi(1) = jumlah_benar(1)/jumlah_data*100;
% load data_latih dan target_latih hasil pelatihan
dl = load('data_latih');
tl = load('target_latih');
% pengujian menggunakan algoritma multivsm
output = multivsm(dl.data_latih,tl.target_latuh,data_uji);
%menghitung nilai akurasi pelatihan
[n,~] = find(targer_latihan==output');
jumlah_benar(2) = sum(n);
akurasi(2) = jumlah_benar(2)/jumlah_data*100;
  3 commentaires
Image Analyst
Image Analyst le 26 Avr 2020
Just what I was going to say. Good answer, so can you put it down in the Answer section below?
dpb
dpb le 26 Avr 2020
As often wont to do, started with just the first comment...that looked bare so ended up as something else. :)

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dpb
dpb le 26 Avr 2020
filename = dir(fullfile(image_folder, '*.jpg'));
jumlah_data = numel(filenames);
You returned the variable filename (singular) but then used the plural form next line...change one or the other to match.
Since dir() can return multiple and is apparently expected to do so, the plural form would seem the logical choice.
filenames = dir(fullfile(image_folder, '*.jpg'));
  10 commentaires
Stephen23
Stephen23 le 28 Avr 2020
"code "multisvm" is not code in matlab ? are you sure ?"
Yes.
Lets search the entire TMW website for the text "multisvm", and see what we find. It is so easy to do, just goto www.mathworks.com and enter your search term in the box at the top that looks like this:
These are currently 46 results, all of which are third-party code submitted on FEX or threads on Answers (several of which ask why multisvm is undefined). None of the results are for any TMW toolbox function. The search feature can also help us by excluding FEX and Answers results, by selecting the advanced search: and then exlcuding FEX and Answers by deselecting the relevant checkboxes:
Which gives these results:
So there we are: once we exclude FEX and Answers from the search, the term "multisvm" cannot be found anywhere on this website. Of course non-existence is impossible to prove, but this is a rather strong hint that multisvm is not a TMW function. Perhaps you prefer your hints stronger than that?

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