As we can see, with each feature removed, the performance of our system decreases to different extent except for the word unigrams.
identifying languages from very little data, from multilanguages input or discriminating between extremely similar languages are bottlenecks of this field (Ljubešic and Kranjcic, 2014;Zampieri et al., 2015b).