Scaling, Normalization, Min Max.
for that particular hyperparameter. In this case, we are tuning only the n neighbors in the KNN model. As always, we split our data into cross-validation and hold-out sets. We then perform a GridSearch over the parameters in the pipeline by instantiating the GridSearchCV object and fitting it to