Data Science, Machine Learning, Model Selection, Validation, Modeling.
typically involves comparing the performance of different models using a metric such as accuracy, precision, or recall. The performance of the model is evaluated using a validation set, which is a subset of the data that is not used during training. The goal is to select the model that performs