Is a higher RMSE better?

Related questions

1. What is RMSE in machine learning?
2. What does RMSE value mean?
3. What are the units of RMSE?
4. Is MSE or MAD better?
5. Why use root mean square instead of average?
6. What is the difference between MSE and RMSE?
7. What is the difference between R and r2?
8. What is a strong R value?
9. How is RMSE calculated?
10. What does the RMSE tell you?

Tags

1. #criterion
2. #important
3. #prediction
4. #values
5. #lower
6. #squared
7. #absolute
8. #whereas
9. #relative
10. #measure
11. #response
12. #indicate
13. #predicts
14. #purpose
15. #better
16. #model
17. #accurately