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Advances, Systems and Applications

Table 11 Key differences among the mentioned discretization methods

From: Rough fuzzy model based feature discretization in intelligent data preprocess

Method Direction Attributes Prior-knowledge Uncertainty
RFMD Evolutionary search Multivariate No need Incompleteness & Fuzziness
RS-GA Evolutionary search Multivariate No need Incompleteness
EDiRa Top-Down Univariate Need Incompleteness
CVD Bottom-Up Univariate Need Incompleteness
RLGA Evolutionary search Multivariate No need Incompleteness