Reply to: Comments on 'Design of Supervised Classifiers Using Boolean Neural Networks'

Authors:
Mansur R. Kabuka
Affiliations:
Univ. of Miami, Coral Gables, FL
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Year:
1999

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Instance-Based Learning Algorithms

Machine Learning
Pattern recognition: statistical, structural and neural approaches

Pattern recognition: statistical, structural and neural approaches
Design of Supervised Classifiers Using Boolean Neural Networks

IEEE Transactions on Pattern Analysis and Machine Intelligence

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Abstract

In his comments, Guy Smith discussed three points he believes are either not correct or unclear. These points are: 1) The uniqueness of thermometer coding in the algorithm is not supported in the paper. 2) The BKNN algorithm is not equivalent to the k-nearest neighbor algorithm. 3) The relationship between examplars and classes is not clear. Following is a reply to each of the above three points: