To evaluate and improve your models in R, you can use functions from various packages that provide tools for model evaluation and improvement. Some of the most valuable packages are car, broom, and caret. car provides functions for testing assumptions and diagnostics of your models. broom provides functions for tidying model outputs and statistics. caret provides functions for tuning and selecting your models.