We must admit that the difference between our models and <cite>Ninomiya et al. (2006)</cite> <cite>'s model 3</cite> was not as great as the difference from 's model, but 'our model 1' achieved 0.56 points higher F-score, and 'our model 2' achieved 0.8 points higher F-score.