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Week 7: Non-Linear Regression with General Additive Models

Case Analysis 2: Nutrition

Write a fully executed R-Markdown program and submit a pdf / word or html file performing regression task using GAM algorithms on the primary response variable in the Nutrition Case Study. Make sure to try various hyperparameter settings to find the best available models. You are required to clearly display and explain the models that were run for this task and their effect on the reduction of the Cost Function.

#Discussion: * Ensemble Methods * Describe how linear regression models are different from nonlinear models. Also describe the main idea behind polynomial terms in a nonlinear model.

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