This is a first attempt to employ supervised classification algorithms to Land Use and Land Cover Classification of satellite images. We employed Support Vector Machines, Random Forest and Multi-layer Perceptron models in order to compare their performance when classifying several classes of land use and cover.
Authors: Naidelyn Espinoza, Eylin Sánchez and Jose Luis Cabrera