 For the fully general case, we provide an upper bound  in terms of the nonnegative rank of P.
<meaning-changed>  For the fully general case, we provide an upper bound  in terms of the nonnegative rank of P.
 For the fully general case, we provide an upper bound on the needed number of hidden states in terms of the nonnegative rank of P.