In this post you will see 5 recipes of supervised classification algorithms applied to small standard datasets that are provided with the scikit-learn library.
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D. Ramage, D. Hall, R. Nallapati, and C. Manning. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1, page 248--256. Stroudsburg, PA, USA, Association for Computational Linguistics, (2009)