NLP, Artificial Intelligence, Machine Learning, Data Science, Pos Tagging.
=0 in Emission probability matrix. Now, we need to take these 7 values & multiply them by the transition matrix probability for POS Tag denoted by ‘j’ i.e MD for j=2 V_1(1) * P(NNP | MD) = 0.01 * 0.000009 = 0.00000009 V_1(2)* P(MD | MD) = 0 * 0.0002 = 0 ….. In the same way, as other V_1(n;n=2 →7) =