Choose evaluation metrics for imbalanced risk model
Company: OneMain Financial
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Quick Answer: This question evaluates understanding of cost-sensitive decision making, probabilistic thresholding, evaluation metric selection under class imbalance, constrained operating points for manual review caps, and probability calibration.