HW 10: HIDDEN MARKOV MODELS
- Following the coin-toss example in
lecture no. 22,
train all three models on the following data sequence:
"HTHTHHTHTHHHTHTHHHTTTTHTHTHHHTHTHTHHHTHTHTHHHHTHTHTHHHTHTHTHTHTH
HTHTHTHTHHHHTHTHTHHHTHTHTHHHTHTHTHTHHTHTHTHTHTHTHTHTHHTHHHHHHTHTHT"
using the Baum Welch training algorithm.
Which model best matches the data?
- Using your best model, generate 1000 coin tosses.
Train the same three models on this data.
Compare these models to the model that generated the data.
Explain.