With the planned addition of more model training options, like hyperparameter tuning and custom RegExp, it might be useful to dedicate a whole page to training models. This page could also have a log of everything you've tried so far with the model. If we wanted to get real fancy, we could implement optimization metrics and give suggestions based on those/display graphs of them over different parameters.
This idea is sourced from interviews. Interviewee's expressed taking notes on different ways they had trained models, spending great deals of time tuning optimization metrics, a desire for clearer information on how/when to use various optimization metrics, and a tool that would give them suggestions on how to better train their model.
With the planned addition of more model training options, like hyperparameter tuning and custom RegExp, it might be useful to dedicate a whole page to training models. This page could also have a log of everything you've tried so far with the model. If we wanted to get real fancy, we could implement optimization metrics and give suggestions based on those/display graphs of them over different parameters.
This idea is sourced from interviews. Interviewee's expressed taking notes on different ways they had trained models, spending great deals of time tuning optimization metrics, a desire for clearer information on how/when to use various optimization metrics, and a tool that would give them suggestions on how to better train their model.