Machine Learning, Forecasting, Trading, Forex Trading, Predictive Analytics.
Intuitively, if the variance is high, there is more risk in the time series. So we subtract more from the mean to get a more conservative trend estimate. Thus drift captures the mean daily trend of returns, adjusted by volatility in the market. It can be used in models to predict directional moves.