SI/Resource/Fundamentals of Data Mining/Content/Distance functions.md


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---
id: Distance functions
aliases:
  - Numeric
tags: []
---

## Numeric

### Minkowski distance

![[CleanShot 2023-10-23 at 18.16.28@2x.png]]

### Sepcial Cases of Minkowski Distance

![[CleanShot 2023-10-23 at 18.17.24@2x.png]]

- Manhattan (or city block) distance
- Euclidean distance
- "supremum" distance

### Example: Special Cases

![[CleanShot 2023-10-23 at 18.18.06@2x.png]]