3 papers
stat.ML2023
Tuning support vector machines and boosted trees using optimization algorithms
Jill F. Lundell
Statistical learning methods have been growing in popularity in recent years. Many of these procedures have parameters that must be tuned for models to perform well. Research has b…
stat.AP2023
Let's talk about the weather: A cluster-based approach to weather forecast accuracy
Jill Lundell, Brennan Bean, Juergen Symanzik
Improved understanding of characteristics related to weather forecast accuracy in the United States may help meteorologists develop more accurate predictions and may help Americans…
cs.LG2023
EZtune: A Package for Automated Hyperparameter Tuning in R
Jill Lundell
Statistical learning models have been growing in popularity in recent years. Many of these models have hyperparameters that must be tuned for models to perform well. Tuning these p…