We study the questions in which the irreducible nonnegative matrices are similar to positive matrices.We will solve the problems for n×n irreducible nonnegative matrices with exactly n+2 zeros, and all the entries of diagonal are distinct, and for n×n irreducible nonnegative matrices with exactly n+2 nonzero elements are similar to positive matrices.