This restricts errors when computing branch lengths over large evolutionary time.
When only restricted errors are allowed, N e, p B ) is not computed using all the symbols in Σ '.
Different ways to compute the errors allowed in the approximate patterns (restricted errors, alphabet range weighted errors and pattern length adaptive errors) can also be used.
However, if only restricted errors with z = 1 are allowed, D5 can only be substituted by { N5} leading to 1-CCC-Bicluster B = ({G1, G2},{C2–C5}).
In general, when restricted errors are considered, the allowed substitutions for any symbol A ij are in the set, where is the position of A ij in and z is a value in that specifies the number of neighbors both to the left and to the right of that are considered valid errors.
However, if we are specially interested in minimizing the also problematic effects of potential discretization errors, introduced due to poor choice of discretization thresholds or number of symbols, we can consider restricted errors, that is, substitutions of the symbols A ij by the lexicographically closer symbols (neighbors) in.
When the alphabet Σ used to discretize the data has many symbols, we can either restrict the errors allowed in the approximate patterns to a neighborhood around the symbol, or to consider alphabet range weighted errors.
We used a nuclear localized Venus fluorescent protein reporter in an effort to restrict measurement errors caused by cell size- or shape-dependent variations.
where the notation (mathcal {P}_{not {Omega }}) is used to restrict the error estimation only on the measurements that do not belong to the sampling set.
Moreover, whereas for tests with confidence level 1-α there is a limited Error I probability that a significant result is obtained (i.e. a difference is found) whereas no difference exists in reality, these tests do not restrict the Error II probability of finding no significance whereas in reality there is a difference.
