Evaluation Metrics For Regression

Regression refers to predictive modeling problems that involve predicting a numeric value.

Source: Analytics Vidhya

Regression Predictive Modeling:

Evaluating Regression Models:

Mean Squared Error:

Error plot

Root Mean Squared Error

RMSE plot

Mean Absolute Error

Line Plot of the Increase Absolute Error With Predictions

R Square/Adjusted R Square

Adjusted R-Squared

Root Mean Squared Logarithmic Error

Conclusion