how to assign the output of trained Pattern Recognition Neural Network to a class for each instant

i have a trained pattern recognition neural network with 8 outputs ranges under [0 1] (e.g for instant [0,0.2,0.25,0.35,0.02,0.08,0.1,0] with the sum equal to 1 at the each (1e-6)). Now i would like to assign the max value of the array to a specified class and rest value of the array to be zero for each instant. what is the best posible way to do it. Your help will be appreciated

Best regards

Answer 1

[yanqi liu]

sir，may be find the max index to get the result，such as

% assign the max value of the array to a specified class and rest value of the array to be zero for each insta
p = net(data);
% such as 
% p = [0,0.2,0.25,0.35,0.02,0.08,0.1,0];
[~, index] = max(p);
classes = {'A', 'B', 'C','D','E','F','G', 'H'};
result = classes{index}

[muhammad usama]

Thanks for the response. It’s much appreciated. I solve the problem by just using the [m,ind]=max(data from NN) And then using the IF functions to assign the class.