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Gazula and Kabuka (1995) describe a binary neural network which implements a nonparametric statistical classifier. However, they implement a kernel-based classifier rather than k-nearest-neighbors, as stated in their paper. The commenter states that some other aspects of their paper are not clear. One of the original authors replies to points made by the commenter.