Time Series Analysis, Exploratory Data Analysis, Feature Engineering, Energy Consumption, Data Science.
when feature engineering lags: Do not to take into consideration too many lags since this will probably lead to over fitting. Generally, auto-regressive lags goes from 1 to 7, while weekly lags should be 7, 14, 21 and 28. But it’s not mandatory to take each of them as features. Taking into