Measuring Feature Dependency of Neural Networks by Collapsing Feature Dimensions in the Data Manifold

Yinzhu Jin, Matthew B. Dwyer, P. Thomas Fletcher

This paper introduces a new technique to measure the feature dependency of neural network models. The motivation is to better understand a model by querying whether it is using inf…