Data Analysis with R, Second Edition - Second Edition

Choosing a classifier

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These are just four of the most popular classifiers out there, but there are many more to choose from. Although some classification mechanisms perform better on some types of datasets than others, it can be hard to develop intuition as to exactly the ones they are suitable for. In order to help with this, we will be examining the efficacy of our four classifiers on four different two-dimensional made-up datasets, each with a vastly different optimal decision boundary. In doing so, we will learn more about ...