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 |