Question: Machine Learning Problem has three possible outcomes: child, youth and old . A Hypothesis space ace containing eight possible hypotheses h 1 , h

Machine Learning Problem has three possible outcomes: "child", "youth " and "old" . A Hypothesis space ace containing eight possible hypotheses h1, h2, h3, h4, h5, h6, h7, h8 and raining data D: h *1/ D )=0.3. P( h 2|D)=0.4. P( h 3|D)=0.3 P( h 4|D)=0.2. P( h 5|D)=0.1, P( h 6|D)=0.4. h 7|D)=0.5 P(h *8/ D)=0.3. ven a new instance x such that hl(x)= child, h *2(x)= youth, h *3(x)= old h *4(x)= old (x)= youth, h6(x)= child, h *7(x)= old h8(x)= youth. a) What is the "most probable classification of x"? Formula for computing most probable classification is: P(v j |D)= sum h i in H P( vj |hi)P(hi|D) ere classifications can be any value v_{j} from a set of values V.5) Is the classification assigned by the "most probable hypothesis" is the same a

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