The term multivariate generally refers to a property of a dataset having multiple variables being studied. In time series forecasting problems, multivariate refers to multiple variables being measured in given time series. The most common multivariate ML algorithm is VAR.
In machine learning, time series is a series of data, where values of certain features are presented in a sequence of time. There are univariate and multivariate time series in forecasting problems in machine learning. Univariate forecasting models make use of algorithms such as ARIMA and multivariate forecasting models make use of algorithms such as ... Read more
