Supervised learning

Supervised learning
Supervised machine learning

Supervised learning is a branch of machine learning and artificial intelligence. It involves training algorithms using labeled example data consisting of input-output pairs.

Key aspects:

Applications include:

Popular techniques include linear regression, random forests, neural networks, support vector machines.

Supervised learning excels at pattern recognition in problems with historical training data. It is widely used for predictive modeling and analysis.

See also: