These ambiguous signals were caused by the presence of multiple mutations in the probe sequence, homopolymers and hybridization artefacts. We developed a novel algorithm, Evolution Surveillance and Tracking Algorithm for Resequencing arrays (EvolSTAR), to resolve this problem. EvolSTAR improves upon PBC by adding an analysis of the NHIP and nucleotide substitution bias (described below).