A Novel Multiway Splits Decision Tree for Multiple Types of Data

Table 5

Split function description.

Function name	Function description
	Feature weighting	Clustering	Cluster center and distance of categorical feature
Fun 0	✗	✗	k-modes
Fun 1	✓	✗	k-modes
Fun 2	✗	✓	k-modes
Fun 3	✓	✓	k-modes
Fun 4	✗	✗	Definitions 1–4
Fun 5	✓	✗	Definitions 1–4
Fun 6	✗	✓	Definitions 1–4
Fun 7	✓	✓	Definitions 1–4