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The Wisdom of Crowds: Using Ensembles for Machine Learning
- rockmeamedee 14y agoI found this very cool! I clicked on the article thinking it would be about crowdsourcing, but it's actually about a cool machine learning technique I didn't know about. Plus, it was very well explained. Thanks for writing it!
- dave_sullivan 14y agoEnsemble learning is indeed a powerful tool--more than just the sum of its parts. This is a cool ranking that lists various learning algos and how they do on MNIST (which may or my not be a good benchmark for what you're doing). Links to the corresponding papers are provided, including a few ensemble methods (committees), which tend to perform rather well. http://yann.lecun.com/exdb/mnist/ http://yann.lecun.com/exdb/mnist/
- rudyl313 14y agoVery cool! Thanks for sharing that
- jmount 14y agoOur group's review of a book on Ensemble Methods: http://www.win-vector.com/blog/2011/07/book-review-ensemble-methods-in-data-mining-seni-elder/ http://www.win-vector.com/blog/2011/07/book-review-ensemble-...
- b0b0b0b 14y agoThe title was groan inducing, but the article has introduced me to rotation forests. Thanks!