Following Andre's presentation at the OpenWorm journal club today it might be a good idea to look into using:
1) Hidden Markov Models
2) Statistical Analysis: use p-values to see whether there's any information gain from using n grams vs (n-1) grams
3) Use Hierarchical Markov Models
Following Andre's presentation at the OpenWorm journal club today it might be a good idea to look into using:
1) Hidden Markov Models 2) Statistical Analysis: use p-values to see whether there's any information gain from using n grams vs (n-1) grams 3) Use Hierarchical Markov Models