Challenges in explaining deep learning models for data with biological variation

Lenka Tětková, Erik Schou Dreier, Robin Malm +1

Much machine learning research progress is based on developing models and evaluating them on a benchmark dataset (e.g., ImageNet for images). However, applying such benchmark-succe…