The —---- describe the probability of observing an output given a hidden state.Select one:a. emission probabilitiesb. transition probabilities

Consider the following sentence: a Markov model tags easilyAssume that based on a  HMM, we have the following probabilities: Emission:P1(a|DET) = 0.1,    P1(easily|ADV) = 0.1,   P1(Markov|N) = 0.1,    P1(model|N)   = 0.095,  P1(model|V)  =0.005, P1(tags|N) = 0.080,  P1(tags|V) = 0.020,Transition probabilities: P(Y|X) Y DET   N   V   ADJ   ADV X DET 0 0.55 0 0.02 0.03   N 0.01 0.1 0.08 0.01 0.02   V 0.16 0.11 0.06 0.08 0.08   ADJ 0.01 0.65 0 0.05 0   ADV 0.08 0.02 0.09 0.04 0.04 Initial probabilitiesP3(DET) = 0.20, P3(N) = 0.06, P3(V) = 0.08, P3(ADV) = 0.07, P3(ADJ) = 0.02.What are the possible tag(s) of the sentence?Assume you want to use the Viterbi algorithm to decode the sentence, write down the expression to be evaluated at the initial step.Write down the expression for the second iteration if the first tag is DET, for a second tag of ADJ

How does the state of the process is described in HMM?a) Literalb) Single random variablec) Single discrete random variabled) None of the mentioned

Spontaneous transition probability depends ona.Lifetime of upper energy stateb.Independent of lifetimec.Lifetime of lower energy state

The sum of the probabilities of all the elementary events of an experiment isQuestion 20Select one:a.0.5b.1c.1.5d.2

(b)Find the probability that it is discolored.