Episode

Create machine learning models with R and tidymodels Ep03 Introduction to classification models by using R and tidymodels

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Classification is a form of machine learning in which you train a classification model to predict which category an item belongs to. In this module, you learn how to use the R programming language and tidymodels framework to train classification models.

Learning objectives

  • When to use classification.
  • How to train and evaluate a classification model by using the tidymodels framework.

Chapters

  • 00:00 - Welcome and introduction
  • 02:08 - Learning objectives
  • 02:35 - What is Classification?
  • 08:31 - Exercise
  • 27:19 - Evaluate classification models
  • 35:35 - Exercise
  • 49:00 - Create multiclass classification models
  • 52:09 - Exercise

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