What Are Hyperparameters, and How Do You Optimize Them in Machine Learning?
In Machine Learning and Artificial Intelligence, hyperparameters are key. They decide how well predictive models work. These settings are chosen before training starts and shape the model’s behavior. Hyperparameters affect many things, like how many nodes a neural network has. They also influence the learning rate and model complexity. Finding the right hyperparameters is crucial…