What are hyperparameters in regression?
An example of an AI chatbot conversation about hyperparameters in regression analysis.
Can you explain what hyperparameters are in regression?
Sure! Hyperparameters are settings or configurations that are set before the learning process begins in regression models.
How do hyperparameters affect the performance of a regression model?
They can significantly impact the model's accuracy and generalization. Choosing the right hyperparameters helps in optimizing the model.
What are some common hyperparameters in regression?
Common hyperparameters include learning rate, regularization strength, and the number of iterations for training.
How can I tune hyperparameters effectively?
You can use techniques like grid search, random search, or Bayesian optimization to find the best hyperparameters.
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