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In the following table, a decision (Y/N) is being taken based on the four categories (i.e., Category 1, Category 2, Category 3, Category 4) which

In the following table, a decision (Y/N) is being taken based on the four categories (i.e., Category 1, Category 2, Category 3, Category 4) which are impacting the decision.

Category 1

Category 2

Category 3

Category 4

Decision

A

P

V

I

N

A

P

V

J

N

B

P

V

I

Y

C

Q

V

I

Y

C

R

U

I

Y

C

R

U

J

N

B

R

U

J

Y

A

Q

V

I

N

A

R

U

I

Y

C

Q

U

I

Y

A

Q

U

J

Y

B

Q

V

J

Y

B

P

U

I

Y

C

Q

V

J

N

Using Bayesian Classification, find the decision related to the unseen sample K = (Category 1=A, Category 2=Q, Category 3=U, Category 4=I). Cleary state each and every step. Show all your calculations properly.

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