What went wrong and when? Instance-wise Feature Importance for Time-series Models

Sana Tonekaboni, Shalmali Joshi, Kieran Campbell +2

Explanations of time series models are useful for high stakes applications like healthcare but have received little attention in machine learning literature. We propose FIT, a fram…