Resolving a Methodology Disagreement

Defer to the senior colleague since they have more experience Propose testing both approaches on a validation set and comparing performance, interpretability, and deployment complexity Escalate the disagreement to your manager immediately Build your preferred model in secret and present it as a fait accompli