The results in the previous section indicate that both the all-in-one and the ensemble approaches exceed both Daumé's domain adaptation technique on the 27 datasets (given our current implementation of Daumé's approach) and SCL on the four datasets in <cite>Blitzer et al. (2007)</cite> and that the all-in-one approach achieves comparable results in terms of transfer ratio to Glorot et al. (2011) .