Uncertainty Estimation in SARS-CoV-2 B-cell Epitope Prediction for Vaccine Development

no code implementations • 20 Mar 2021 • Bhargab Ghoshal, Biraja Ghoshal, Stephen Swift, Allan Tucker

B-cell epitopes play a key role in stimulating B-cells, triggering the primary immune response which results in antibody production as well as the establishment of long-term immunity in the form of memory cells.

Bayesian Inference

The Prevalence of Errors in Machine Learning Experiments

no code implementations • 10 Sep 2019 • Martin Shepperd, Yuchen Guo, Ning li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, Leila Yousefi

Objective: We investigate the incidence of errors in a sample of machine learning experiments in the domain of software defect prediction.

BIG-bench Machine Learning