NO CODING PLEASE, ONLY HANDWRITTEN WORK Problem $2)[$Paper$-$based$)$ A dataset was used to train a perceptron. The data samples, the trained perceptron classifier, and the perceptron architecture are shown in the figure below. Answer the following questions: a$)$ Calculate and show the confusion matrix. NOTE: Detecting class $1$ is more "important." b$)$ Calculate and report accuracy, sensitivity$,$ and specificity. c$)$ Calculate and report the perceptron classifier values of wo$,$ wl$,$ and w$2.$ d$)$ For the new data samples $(2,-1),(-0\mathrm{.}5,0\mathrm{.}5),$ calculate and report the local field $($v$),$ perceptron output $($y$),$ and classification label. X$2$ Class o Class $13$ Summing function Activation function Wo WA $\backslash$Sigma y $=($v$)27$ Local field W$21\mathrm{.}5$ Class $1$