$[10$ marks$]($Naive Bayes Classifier$)$ Consider two attributes $x_1,x_2$ and the class label

$y.$ Here, $y,x_1,$ and $x_2$ are generated according to Tables $1,2,$ and $3.$ Consider a Naive

Bayes classifier trained on attributes $x_1,x_2$ and class label $y,$ using a very large number

of training samples generated from Tables $1,2$ and $3.$

a$.$ What is the prediction of the classifier for vec$(x)=(0,0),$ where $x_1=0,x_2=0?$

b$.$ What is the prediction of the classifier for vec$(x)=(1,1),$ where $x_1=1,x_2=1?$