Explaining Neural Network Predictions for Functional Data Using Principal Component Analysis and Feature Importance

Katherine Goode, Daniel Ries, Joshua Zollweg

Optical spectral-temporal signatures extracted from videos of explosions provide information for identifying characteristics of the corresponding explosive devices. Currently, the…