Thus we have obtained the Bayes decision rule for minimum symbol error at position m = 1, ..., N : By construction this decision rule has the special property that it does not put direct emphasis on local coherency of the POS tags produced.
this decision rule may produce a POS tag string which is linguistically less likely.