Maximum number of recent rows (days) to train on from TDM's derivative data for a symbol when training for its directional forecast.

Number of trials per configurator battery. One battery runs as the selection window over the most recent N days; a second runs as the out-of-sample measurement window over the N days immediately preceding selection. The chronological span used per refresh is twice this value.