All the classifications are conducted using several machine learning algorithms such as Naïve Bayes, Maximum Entropy, and Support Vector Machine. These algorithms were chosen because they have shown good accuracy in many text classification task (Pang, Bo., Lee, L., and Vaithyanathan, S.. 2002. Thumb’s up?
Sentiment Classification using machine learning Techniques)