Model Selection Strategy

Summary

Choosing the final model isn't just picking the highest metric — interpretability needs, training/inference speed, and maintenance complexity all matter for a real production decision.

• 1List the trade-offs (accuracy, speed, interpretability) for 3 models you've trained.
• 2Practice justifying a model choice that isn't simply 'the one with the highest score'.
• 3Learn when a simpler, more interpretable model is the right business choice, even if slightly less accurate.