Time Series Analysis, Time Series Forecasting, Time Series Model, Machine Learning, Data Science.
real values of the time series. 7.1) Mean Absolute Error: How large the residuals are and so how far our predictions are from the true values. Then calculate mae of the residuals If the model fits well the residuals will be white gaussian centered on zero. 7.2) Plot Diagnostics: Different plots