What are some techniques to improve model performance?

What are some techniques to improve model performance?

There are several techniques to improve model performance, such as feature engineering, hyperparameter tuning, and using ensemble methods.

Can you explain feature engineering?

Feature engineering involves creating new input features from existing data to improve model accuracy and performance.

What is hyperparameter tuning?

Hyperparameter tuning is the process of optimizing the parameters that govern the training process of a model to enhance its performance.

What are ensemble methods?

Ensemble methods combine multiple models to produce a better predictive performance than any individual model.