Abstract: Class imbalance is a persistent challenge in machine learning, particularly in high-stakes applications such as medical diagnostics, bioinformatics, and fraud detection, where the minority ...

This study explores how a founder’s motivation, expressed through written statements, relates to company revenue. While traditional success factors like funding and product-market fit are well-known, ...