clear;
load sineregr_data_set;
figure;
M=6;
lambda=exp(-10);
N=length(X);
for n=1:N
X(n,:)=[x(n).^[0:M]]';
end
thRERM=inv(X'*X+lambda*eye(M+1))*X'*t;
xaxis=[min(x):0.01:max(x)];
L=length(xaxis);
for l=1:L
ul=[xaxis(l).^[0:M]]';
tl(l)=thRERM'*ul;
end
plot(xaxis,tl,'b','LineWidth',2);
hold on; plot(x,t,'ro','MarkerSize',10,'LineWidth',2)
xlabel('$x$','Interpreter','latex')
ylabel('$t$','Interpreter','latex')
LDRERM=1/N*norm(t-X*thRERM)^2;
legend(['Regularized ERM, M=',num2str(M),' labda=exp(',num2str(log(lambda)),')'],'data','FontSize',14);
请再详细描述一下你的程序的目的。