Questions

44. What does it mean to Fit a Model?

Answer
Fitting a model refers to the process of adjusting the model’s internal parameters to best match the given training data. It’s like tailoring a suit – you adjust the fabric and stitching to make it fit the wearer perfectly.

Key Terms:

1. Model: A mathematical representation that captures patterns in data. Examples include linear regression, decision trees, neural networks, etc.

2. Parameters: These are the internal variables within the model that determine its behavior. For instance: