BM-BC is a Bayesian method of base calling for Solexa-GA sequencing data. The Bayesian method builds on a hierarchical model that accounts for three sources of noise in the data, which are known to affect the accuracy of the base calls: fading, phasing, and cross-talk between channels.
ngLOC is an n-gram-based Bayesian classifier that predicts subcellular localization of proteins both in prokaryotes and eukaryotes. The overall prediction accuracy varies from 85.3% to 91.4% across species.
Anc-gene is a software for inference of ancestral nucleotide sequences of protein coding genes from a set of present-day sequences whose phylogenetic relationships are known. It first infers the amino acids by the distance-based Bayesian method, and then infers the underlying nucleotide sequences by fixing the inferred amino acids.