Why do we standardize data?

Related questions

1. Why are support vectors called?
2. What is the difference between SVM and SVR?
3. What is the output of SVM classifier?
4. What is RBF kernel in SVM?
5. How SVM can be used for classification?
6. What is SVM with linear kernel?
7. What is one vs all classification?
8. What is Sklearn preprocessing?
9. What is StandardScaler?
10. Why do we use kernels in SVM?

Tags

1. #gives
2. #comparable
3. #procedures
4. #using
5. #transforming
6. #without
7. #equalize
8. #variables
9. #effect
10. #standardization
11. #prevent
12. #variable
13. #scales
14. #weight
15. #problem
16. #variability
17. #typical
18. #larger
19. #these
20. #range
21. #analysis