© Andreas François Vermeulen 2020
A. F. VermeulenIndustrial Machine Learninghttps://doi.org/10.1007/978-1-4842-5316-8_5

5. Supervised Learning: Advanced Algorithms

Andreas François Vermeulen1 
(1)
West Kilbride, UK
 

This is Part 2 of the Supervised Learning process. You are now studying the more advanced machine learning algorithms in the supervised learning ecosystem.

Tip

These algorithms are commonly used in the industrialized machine learning ecosystem as they solve many of the common problems that you will discover during the examples and their solutions.

Boosting (Meta-algorithm)

The machine learning term “Boosting” refers to a family of algorithms that adapt weak learners to strong learners. These are useful when the features are not yielding strong-enough ...

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