NLP, Artificial Intelligence, Machine Learning, Data Science, Pos Tagging.
values for ‘Janet’. For this, I will use P(POS Tag | start) using the transition matrix ‘A’ (in the very first row, initial_probabilities). We will calculate the value v_1(1) (lowermost row, 1st value in column ‘Janet’). Here we got 0.28 (P(NNP | Start) from ‘A’) * 0.000032 (P(‘Janet’ | NNP)) from