Design the ANN mode for the classification of fruits given in Table $1$

a$)$ Apply feed forward algorithm for the corresponding pattern in Table $1$ and determine the Mean Square Error $($MSE$)$ of the network

b$)$ Update any two weights in the hidden to output layer.

$(10$ Marks$)$

$(10$ Marks$)$

Table$1.$ Input$/$output pattern

$\backslash$table$[[$Data$/$Pattern$,\frac{i}{p}1,\frac{i}{p}2,\frac{i}{p}3,4],[$Apple$,12,5,-11,],[$Orange$,0\mathrm{.}5,1,0\mathrm{.}75,1-1$