In this post, I want to show how I use NLTK for preprocessing and tokenization, but then apply machine learning techniques (e.g. building a linear SVM using stochastic gradient descent) using Scikit-Learn.
X. Li, B. Liu, und S. Ng. Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, Seite 218--228. Stroudsburg, PA, USA, Association for Computational Linguistics, (2010)