The local field of an output layer for data sample A is $[0\mathrm{.}29,0\mathrm{.}1,0\mathrm{.}72,0\mathrm{.}45].$ The activation function is softmax with entropy loss.

$($a$)$ Calculate the output values of this neural network. Round your answers and report them in x$.$xx$.$

y$1=$

y$2=$

y$3=$

y$4=$

$($b$)$ If this data belongs to class $3,$ report the network loss. Round your answer and report it in x$.$xx$.$

EA $=$

$($c$)$ The network output to data sample B is $[0\mathrm{.}600\mathrm{.}170\mathrm{.}020\mathrm{.}21].$ Sample B belongs to class $1.$ Report the average loss of this network to data samples A and B$.$ Round your answer and report it in x$.$xx$.$

Eavg $=$