Question

Why to create a validation dataset in machine learning?

Answer 1

Explanation:

The validation set is used to evaluate a given model, but this is for frequent evaluation. We as machine learning engineers use this data to fine-tune the model hyperparameters. Hence the model occasionally sees this data, but never does it “Learn” from this.

hope you get it...