Configuration
| Parameter | Description | Default |
|---|---|---|
| Fit Intercept | Whether to include a bias/intercept term in the model. | true |
Input / Output
| Type | |
|---|---|
| Input | X Train + Y Train |
| Output | Trained Model |
Models — Regression
Linear Regression component
Fit an ordinary least squares linear regression model to predict continuous targets, with optional intercept fitting and coefficient inspection.
Linear Regression models the target as a weighted sum of the input features. It is the simplest and most interpretable regression model.