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LFD is a data-driven discretization technique that does not require any user input. LFD uses low frequency values as cut points and thus reduces the information loss due to discretization. It uses all other categorical attributes and any numerical attribute that has already been categorized.
Exploration of the different phases of Data Mining: Data visualization, their preprocessing and the implementation of multiple algorithms for Data Mining.