I needed a better feature to capture the character of a move.
Trend strength gave me direction, but not conviction. So I added trend volatility, standard deviation of returns during directional runs. Turns out combining both gives me a much better classifier signal.
If strength is the compass, volatility is the throttle. You need both to steer.
[[Features]] [[ML]] [[Serendipity]]