clc
clear all
close all
filename='FIFA2.xlsx';
A =xlsread(filename);
[m,n]=size(A);
T=A(:,1);
data=A(:,(2:end));
rows80=int32(floor(0.8 * m));
trainingset=A(1:rows80,2:n);
testset=A(rows80+1:end,2:n);
t=trainingset(1:rows80,1);
t_test=A(rows80+1:end,1);
net= newff(trainingset',t');
y=sim(net,trainingset');
net= train(net,trainingset',t');
y=sim(net,trainingset')
y_test=sim(net,testset')
p=0;
y1=hardlim(y');
for(i=1:size(t,1))
if(t(i,:)==y1(i,:))
p=p+1;
end
end
ytrain =100*p/size(trainingset,1);
q=0;
y2=hardlim(y_test');
for(j=1:size(t_test,1))
if(t_test(j,:)==y2(j,:))
q=q+1;
end
end
ytest=100*q/size(t_test,1);