Question: A and B are binary ( can take values 0 and 1 ) , while X can take values 0 , 1 , and 2

A and B are binary (can take values 0 and 1), while X can take values 0,1, and 2. We have the following training examples. The missing values are denoted by ?. We need to estimate P(A), P(X | A =0), P(X | A =1), P(B | A =0) and P(B | A =1).\table[[#,A,B,xWe are doing (soft) EM on this data. In the initial step, say we initialize unknown probabilities as -
P(X =0| A =0)=1/3, P(X =1| A =0)=1/3,
P(X =0| A =1)=1/3, P(X =1| A =1)=1/3,
P(B =0| A =0)=1/2, P(B =0| A =1)=1/2What is the P(?1=1)+ P(?5=2), where ?i indicates ? in the ith row, after the 1st E-step. (round up to 2 decimal places)
 A and B are binary (can take values 0 and 1),

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!