Unobserved classes and extra variables in high-dimensional discriminant analysis

Michael Fop, Pierre-Alexandre Mattei, Charles Bouveyron +1

In supervised classification problems, the test set may contain data points belonging to classes not observed in the learning phase. Moreover, the same units in the test data may b…