Caesar AI Atlas

Objective Function (целевая функция)

Caesar AI Atlas Definition

Целевая функция — mathematical expression или metric, которую model или algorithm стремится minimize или maximize. Она может представлять loss, accuracy, reward, cost или другой optimization target depending on the task.

Other Definitions

Objective Function (целевая функция) Source

The mathematical formula or metric that a model aims to optimize. For example, the objective function for linear regression is usually Mean Squared Loss. Therefore, when training a linear regression model, training aims to minimize Mean Squared Loss. In some cases, the goal is to maximize the objective function. For example, if the objective function is accuracy, the goal is to maximize accuracy. See also loss.

Also Referenced In

Related Terms