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Documentation Index

Fetch the complete documentation index at: https://docs.clickml.app/llms.txt

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Linear Regression models the target as a weighted sum of the input features. It is the simplest and most interpretable regression model.

Configuration

ParameterDescriptionDefault
Fit InterceptWhether to include a bias/intercept term in the model.true

Input / Output

Type
InputX Train + Y Train
OutputTrained Model

When to use

Best when the relationship between features and target is approximately linear. Scale features before using this model. Check for multicollinearity if using many correlated features.