M3S-ALG: Improved and robust prediction of allergenicity of chemical compounds by using a novel multi-step stacking strategy

Open Webpage

Phasit Charoenkwan, Nalini Schaduangrat, Le Thi Phan, Balachandran Manavalan, Watshara Shoombuatong

Published: 01 Jan 2025, Last Modified: 15 Oct 2024Future Gener. Comput. Syst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•M3S is a novel multi-step stacking strategy for addressing the data imbalance problem.•M3S-ALG is a high-accuracy model for identifying allergenic chemical compounds.•The proposed M3S-ALG outperforms the existing methods on the independent test dataset.•A web server of M3S-ALG is available at https://pmlabqsar.pythonanywhere.com/M3SALG.