Understanding discretization and land features relationship based on rough sets

Akshat Kumar, V. K. Panchal · 2014

Discretization of continuous features is both a requirement and a way of performance enhancement for many machine learning algorithms. In this paper, we review previous work on continuous feature discretization, apply different discretization algorithms for image classification of a satellite remote sensing image and conduct an empirical evaluation of several methods.

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