Sameen Maruf

Communicating Uncertainty in Explanations of the Outcomes of Machine Learning Models

2024

We consider two types of numeric representations for conveying the uncertainty of predictions made by Machine Learning (ML) models: confidence-based (e.g., "the AI is 90% confident") and frequency-based (e.g., "the AI was correct in 180 …