Table 8 Hyperparameters accepted by SVMs with different kernels for regression experiments
From: How can SHAP values help to shape metabolic stability of chemical compounds?
kernel | c | loss | dual | penalty | gamma | Coeff0 | degree | tol | epsilon | Max_oter | probability |
|---|---|---|---|---|---|---|---|---|---|---|---|
linear | â | â | â | â | â | ||||||
rbf | â | â | â | â | â | ||||||
poly | â | â | â | â | â | â | â | ||||
sigmoid | â | â | â | â | â | â |