Initial state probabilities

  

Figure: Gene density and structure as a function of C+G composition [3].

The initial state probabilities should be proportional to the frequencies with which various functional units occur in the actual genomic data. For example, if the estimated proportion of the non-coding intergenic region is 80%, then initial probability for the state N (see Figure ) must be around 0.8.