Complex algorithms that make it possible to increase significantly (in comparison with the algorithms based on the method of the maximum of α posteriori probability) the prediction accuracy for the boundaries of coding and noncoding zones of a given sequence of nucleotides (boundaries of genes and "nongenes") are presented and studied on the test samples supplied by the GenBank database 1997.
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