What is the difference between supervised and unsupervised learning?
- A Supervised learning uses labelled examples; unsupervised learning finds structure without labels
- B Unsupervised learning uses labels
- C Supervised learning cannot do regression
- D They are the same
Answer
Supervised learning uses labelled examples; unsupervised learning finds structure without labels
Classification and regression are supervised. Clustering, dimensionality reduction and anomaly detection are typically unsupervised.
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