Model Selection and Tuning Utilities
Generate cross-validation fold indices
Predictive Models with Cross Validation
Fitted, Cross-Validated Predictive Models
Fitted Models across a Tuning Grid of Hyper-parameters
Fitted Models with Cross Validation across a Tuning Grid of Hyper-para...
Tune Predictive Model Hyper-parameters with Grid Search
Tune Predictive Model Hyper-parameters with Grid Search and Cross-Vali...
modeltuning: Model Selection and Tuning Utilities
Provides a lightweight framework for model selection and hyperparameter tuning in R. The package offers intuitive tools for grid search, cross-validation, and combined grid search with cross-validation that work seamlessly with virtually any modeling package. Designed for flexibility and ease of use, it standardizes tuning workflows while remaining fully compatible with a wide range of model interfaces and estimation functions.