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Hyperspectral sensors enable the acquisition of data with increased number of spectral bands at a higher spectral resolution. Data acquired through such sensors has been widely utilized in many remote sensing applications including mineral mapping. Development of classification algorithms is also continued along with hyperspectral sensors. Choice of an algorithm is extremely important for proper classification...