Extensive experiments on real-world data sets demonstrate that our method can achieve a considerable improvement in overall prediction accuracy compared to existing approaches.
our model improved the accuracy from 0.78 to 0.92 when 30% of the most uncertain predictions were handed over to human experts in "20NewsGroup" data.