Feature Engineering

Garbage in, garbage out. The features you feed a model matter more than the algorithm you choose.

Definition

The process of using domain knowledge to create, transform, or select input variables that make a machine learning model more accurate or interpretable.

Step 1

Predict first

In one or two sentences, what do you think this concept means? Wrong is fine; the small struggle is what makes the answer stick.