Researchers have built ML models—SVM, ANN, and RF—to predict the inhibitory effect of compounds against AD‐related proteins—histone deacetylase (HDAC),415 acetylcholinesterase (AChE),416 and S100 calcium‐binding protein A9 (S100A9),417 respectively. This evidence concerns the gene ACHE and Alzheimer disease.