Machine Learning, Cross Validation, K Fold, Grid Search, Random Search.
models, using cross-validation to estimate their performance on unseen data. Intuition: Think of model selection as a competition where you’re the judge, and different models are the contestants. You want to find the best performer based on their ability to generalize to new data, so you use