Q$.10$ Determine the most sultable answer in each case.

a$.$ For given Bayesian network, these nodes are conditionally Independent of node $G,$ If you only have knowledge

A$,$ C$,$ e$.$

about its parents. $($a$,$ Ce$,$ E$,$ F$,$ H$,$ I, J$,$ K$),($A$,$ C$,$ E$,$ H$,$ F$,$ K$),($A$,$ C$,$ E$,$ K$),($B$,$ D$,$ I, J$,$ F$,$ H$),($I$,$ J$,$ K F$,$ H$),$ none of these$)$

b$.$ Referring to the same Bayeslan network, Identify nodes which are not included in Markov Blanket of node I.

$,$ none of these$)$

c$.$ For the same Bayesian network, If all random variables are Boolean then total entries in CPTs is same as

$,$ none of these$)$

d$.$ Consider a search space with a branch factor of $25$ and the sole goal node at a depth of $23.$ For the worst$-$case

number of nodes in the frontier for the Depth First Search if the goal test is applled when the node is generated is

same as $,$ none of these$)$

e$.$ This Machine learning model should be used to separate rigorously clustered male skull images from female skull

images. $($clustering$,$ regression, classification, both clustering & classification, both regression and clustering,

correct option is not given$)$

f$.$ For this environment, outcomes$/$outcomes probabilitles for all actions are given.

$($deterministic$,$ static, known, constant, none of these$)$