How do you check if your ML model is trained properly? One approach is to use a simple model for comparison.
A simple model establishes a minimum performance benchmark for the given task. A model achieving less or a similar score to the simple model indicates a possible problem with the model.
The code above shows how to evaluate a model’s performance using Deepchecks’ simple model comparison.