Variable selection in functional data classification: a maxima-hunting proposal

José R. Berrendero, Antonio Cuevas, José L. Torrecilla

Variable selection is considered in the setting of supervised binary classification with functional data $\{X(t),t\in [0,1]\}$. By "variable selection" we mean any dimension-reduc…