< 2.1 What Is Statistical Learning

2.1.1.1 Prediction >

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2.1.1 Why Estimate f ?

There are two main reasons that we may wish to estimate f: prediction and inference. We discuss each in turn.

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Prediction and Inference

Focuses on the goal of most accurately matching the value of the unobserved response variable based on given features. Understand the distinct concepts of reducible error and irreducible error to grasp the limits of modeling.

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Sub-Chapters

< 2.1 What Is Statistical Learning

2.1.1.1 Prediction >