Ensemble Methods for Machine Learning PDF
02023·15.351 MB·English
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InEnsemble Methods for Machine Learning you'll learn to implement the most important ensemble machine learning methods from scratch.Many machine learning problems are too complex to be resolved by a single model or algorithm. Ensemble machine learning trains a group of diverse machine learning models to work together to solve a problem. By aggregating their output, these ensemble models can flexibly deliver rich and accurate results.Ensemble Methods for Machine Learning is a guide to ensemble methods with proven records in data science competitions and real-world applications. Learning from hands-on case studies, you'll develop an under-the-hood understanding of foundational ensemble learning algorithms to deliver accurate, performant models.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
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