Ensemble Methods for Machine Learning
Ensemble Methods for Machine Learning
English | 2023 | ISBN: 1617297135 | 350 Pages | MOBI EPUB (True) | 31 MB
English | 2023 | ISBN: 1617297135 | 350 Pages | MOBI EPUB (True) | 31 MB
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.