How to change value of weigh in svmtrain

2 次查看(过去 30 天)
Hello,I am using libsvm for 60 class classification. I dont know how to write a for loop to update weights of svmtrain. can any one give me the idea? I used this code but it has erorr in cmd.
W = 1/N * ones(N,1); %Weights initialization
M = 10; % Number of boosting iterations
for m=1:M
C = 10; %The cost parameters of the linear SVM, you can...
% perform a grid search for the optimal value as well
%Calculate the error and alpha in adaBoost with cross validation
cmd = ['-c ', num2str(C), ' -w ', num2str(W)];
model = svmtrain(X, Y, cmd);
[Xout, acc, ~] = svmpredict(X,Y,cmd);
err = sum(.5 * W .* acc * N)/sum(W);
alpha = log( (1-err)/err );
% update the weight
W = W.*exp( - alpha.*Xout.*X );
W = W/norm(W);
end

回答(0 个)

类别

Help CenterFile Exchange 中查找有关 MATLAB 的更多信息

Community Treasure Hunt

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

Start Hunting!

Translated by