Machine learning: Supervision

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Machine Learning: Supervision

Machine learning algorithms can be broadly classified in terms of the amount of human supervision they require. The categories are

Supervised

Unsupervised

Semisupervised learning

Reinforcement learning

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Supervised

In supervised learning the training data will also include the labels which we want the algorithm to be able to predict for unseen examples.

Often these labels are supplied by human users.

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Unsupervised learning