You want to train a model to classify book summaries by their genre, and some of your favorite books are both mystery and thriller. Which type of project should you build? A single label classification projectA multiple label classification projectA varied label classification project
Question
You want to train a model to classify book summaries by their genre, and some of your favorite books are both mystery and thriller. Which type of project should you build? A single label classification projectA multiple label classification projectA varied label classification project
Solution
You should build a multiple label classification project. This is because each book summary can belong to more than one genre (in this case, mystery and thriller). In a multiple label classification project, each instance (book summary) can be assigned multiple labels (genres). This differs from a single label classification project, where each instance can only be assigned one label.
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