Many AL strategies that may yield theoretically nearoptimal sample selection are in practice infeasible for use because of excessively high computation times (Cohn et al., 1996).
aL-based annotation should be based on a computationally tractable selection strategy (even if this may result in a less than optimal reduction of annotation costs) (Tomanek and Wermter, 2007).