The answer
No, Reinforcement Learning is a third paradigm where an agent learns by interacting with an environment to maximize rewards.
Understanding Supervised vs Unsupervised Learning with Real Examples
Is reinforcement learning part of these?
More FAQs in Understanding Supervised vs Unsupervised Learning with Real Examples
Email spam detection, where emails are labeled as 'spam' or 'not spam', is a classic classification example.
Customer segmentation, where a business groups customers based on buying habits, is a classic clustering example.
A hybrid approach where the dataset contains a small amount of labeled data and a large amount of unlabeled data.
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