It is expected that a label predicated on requests for action should rely on the isolation of verb stems, but this is still a very substantial gain.
to this 391.2% gain in accuracy for Chichewa, the gain for Indep = language independent, Chich = specific to Chichewa, ( ) = not significant (ρ > 0.05, χ 2 ), Final = Gain of the 'Morph-Config, Indep' model over the Baseline.