iii. You are solving the binary classification task of classifying images as cat vs$.$ non$-$cat. You design a CNN with a single output neuron. Let the output of this neuron be $z.$ The final output of your network, hat$(y)$ is given by

hat$(y)=(ReLU(z))$

You classify all inputs with a final value going to encounter?