# Understanding metric values

These articles will help you answer the eternal question, is this metric good or not?

## Regression metrics

### What is a good value?

What is a good MSE value?

What is a good RMSE value?

What is a good MAE score?

What is a good R-Squared value?

What is a good MAPE score?

How to calculate MAPE with zero values

What is MDAPE and how do I calculate it in Python?

Can percent error be negative?

### Interpreting values

How to interpret MAPE

How to interpret R Squared

How to interpret RMSE

How to interpret MSE

How to interpret MAE

## Classification metrics

### What is a good value?

What is a good F1 score?

What is a good AUC score?

What is a good accuracy score in machine learning?

Balanced accuracy for machine learning