N.P. Castellanos

Can an unsupervised clustering algorithm reproduce a categorization system?

2024

Peer analysis is a critical component of investment management, often relying on expert-provided categorization systems. These systems’ consistency is questioned when they do not align with cohorts from unsupervised clustering algorithms optimized for various metrics. …