Time Series Analysis, Time Series Forecasting, Time Series Model, Machine Learning, Data Science.
Information Criterion (AIC) : The AIC is a matrix which tells us how good a model is. A model which makes better predictions is given a lower AIC score. AIC also penalizes models which have lots of parameters. This means if we set the order too high compared to the data, we will get a high IC