fitnet

clear all;
% [x,t] = simplefit_dataset;
% plot(x,t)
x=0:0.05:1*pi;
t=cot(x);
plot(x,t);
% net = fitnet([100 8 5],'trainlm');
% net = train(net,x,t);
% y = net(x);
% perflm = perform(net,y,t);
% %pause;
% net = fitnet(2,'trainbr');
% net = train(net,x,t);
% y = net(x);
% perfbr = perform(net,y,t);
% %pause;
% net = fitnet(10,'traingd');
% net = train(net,x,t);
% y = net(x);
% perfgd = perform(net,y,t);
%pause;
yy=0;
n=10;
hold on;
for i=0:n
net = fitnet([10 10 ],'traingdm');
%net = fitnet([10 10 ],'trainlm');
net.trainParam.showWindow = false;
net = train(net,x,t);
y = net(x);
perfgdm = perform(net,y,t);
yy=yy + perfgdm/n;
plot(x,y)
if(~mod(i,10))fprintf("loop No.:"+i+"\n");end
end