EMC Exam Questions

What are the classification (Y = 0 or 1) and the probability of the classification for the tuple X(1

Refer to the exhibit.

Consider the training data set shown in the exhibit. What are the classification (Y = 0 or 1) and the probability
of the classification for the tuple X(1, 0, 0)
using Naive Bayesian classifier?

A.
Classification Y = 0,Probability = 4/54

B.
Classification Y = 1,Probability = 4/54

C.
Classification Y = 0,Probability = 1/54

D.
Classification Y = 1,Probability = 1/54