NLP, Artificial Intelligence, Machine Learning, Data Science, Pos Tagging.
of observation (words in the sentence) B: The B emission probabilities, P(wi|ti), represent the probability, given a tag (say Verb), that it will be associated with a given word (say Playing). The emission probability B[Verb][Playing] is calculated using: P(Playing | Verb): Count (Playing & Verb)/