Choose evaluation metrics for imbalanced risk model

Quick Overview

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.

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.

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OneMain Financial
Oct 13, 2025, 9:49 PM
mediumData ScientistTechnical ScreenMachine Learning
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