  We give a proof of a conjecture of A. Lacasse in his doctoral thesis which
has applications in machine learning algorithms. The proof relies on some
interesting binomial sums identities introduced by Abel (1839), and on their
generalization to the multinomial case by Hurwitz (1902).
