Barry57 / GENetLib

A Python library for Gene–environment interaction analysis via deep learning
MIT License
6 stars 2 forks source link

[Question] Model convergence issues #1

Open Jax-Accpet1 opened 15 hours ago

Jax-Accpet1 commented 15 hours ago

Why does the model fail to converge when creating a scalarge model without grid search?

Barry57 commented 15 hours ago

Thanks for the question. Because the GENet model performs better with pre-training, it tends to converge easily during grid search, whereas generating a single model may not yield satisfactory results.