John W. Sheppard

Evaluating Explanations of Convolutional Neural Network Image Classifications

2020

In this paper, we seek to automate the evaluation of explanations of image classification decisions made by complex convolutional neural networks (CNN). Explanation frameworks like Local Interpretable Model-agnostic Explanations (LIME) treat complex machine learning models, …