Linear and Additive Models Mind Map

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Linear & Additive Models

Linear Models

Linear Regression

Logistic Regression

Generalized Linear Models

Regularization

Ridge Regression

Lasso Regression

Elastic Net

Bias-Variance Tradeoff

Additive Models

Generalized Additive Models

Basis Functions

Splines

Kernel Smoothers

Main Concept

Major Categories

Key Methods

Components

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Concept Title

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