What are the benefits of backtesting in the context of machine learning models for FP&A$?$ Select all that apply.

Assessing the model's performance on historical data

Comparing the performance of different machine learning algorithms

Identifying the optimal hyperparameters for training the machine learning model

Evaluating the model's ability to generalize to new, unseen data