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Glossary
Machine Learning
Regression

Regression

[rɪˈɡrɛʃən]
Machine Learning
Last updated: December 9, 2024

Definition

Predicting continuous numerical values from input data.

Detailed Explanation

Regression involves modeling the relationship between a dependent continuous variable and one or more independent variables. The model predicts numerical outputs based on input features.

Use Cases

Housing price prediction stock market forecasting weather prediction demand estimation energy consumption forecasting.

Related Terms

Data Drift

Changes in the distribution of input features over time while the relationship between features and target remains constant.

Machine Learning

Nesterov Accelerated Gradient

A momentum-based optimization method that provides a predictive update to the parameters before computing the gradient.

Machine Learning

Perceptron

A simple neural network model for binary classification.

Machine Learning