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R2-GenOpt is a univariate discretization algorithm that we introduce introduced in version 6.0. This algorithm uses a genetic algorithm to find a discretization that maximizes the R2 between the discretized variable and its corresponding continuous (hidden) variable. This Therefore, it is therefore the the optimal approach to find for finding an accurate representation of the continuous values of a variable.