Error : Subscripted assignment dimension mismatch.
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Hello everyone, I want to classify a list of 5 test images using the library LIBSVM with a strategy 'one against all' in order to obtain probabilities for each class. the used code is bellow :
load('D:\xapp.mat');
load('D:\xtest.mat');
load('D:\yapp.mat');%%matrix contains true class of images yapp=[641;645;1001;1010;1100]
load('D:\ytest.mat');%%matrix contains unlabeled class of test set ytest=[1;2;3;4;5]
numLabels=max(yapp);
numTest=size(ytest,1);
%# train one-against-all models
model = cell(numLabels,1);
for k=1:numLabels
model{k} = svmtrain(double(yapp==k),xapp, ['-c 1000 -g 10 -b 1 ']);
end
%# get probability estimates of test instances using each model
prob = zeros(numTest,numLabels);
for k=1:numLabels
[~,~,p] = svmpredict(double(ytest==k), xtest, model{k}, '-b 1');
prob(:,k) = p(:,model{k}.Label==1); %# probability of class==k
end
%# predict the class with the highest probability
[~,pred] = max(prob,[],2);
acc = sum(pred == ytest) ./ numel(ytest) %# accuracy
I obtain this error :
Model does not support probabiliy estimates
Subscripted assignment dimension mismatch.
Error in comp (line 98)
prob(:,k) = p(:,model{k}.Label==1); %# probability of class==k
please, help me to solve this error and thanks in advance
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