The number of cosets of weight 2
k-2 or less are determined for the [2
k-1, k, 2
k-1] simplex code and a [2
k-1, k, 2
k-1-1] code obtained by a simple modification of the simplex code. The result proves that the [2
k-1, k] simplex codes are not optimal for error correction on the binary symmetric channel with small bit error probability, p, (for k≥3). A proof that the modified code is better for all p, 0
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