Table 6 List of existing algorithms implemented for comparison
Attribute Type | ||
|---|---|---|
Binary | Ordinal | Numeric |
Implemented algorithms | ||
 Logistic regression | Polytomous logistic regression (POLYREG) | Amelia |
 Predictive mean matching (PMM) | Predictive mean matching (PMM) | k nearest neighbors (kNN) |
Fuzzy unordered rule induction algorithms (FURIA) | Linear discriminant analysis (LDA) | Predictive mean matching (PMM) |
Support vector machine (SVM) | Classfication and regression tree (CART) | Bayesian linear regression (BLR) |