Towards More Realistic Simulated Datasets for Benchmarking Deep Learning Models in Regulatory Genomics

Eva Prakash, Avanti Shrikumar, Anshul Kundaje

Abstract: Deep neural networks and support vector machines have been shown to accurately predict genome-wide signals of regulatory activity from raw DNA sequences. These models are appealing in part because ...