Before revision:  We validate our method both on training sets, and testing sets, namely, highlighting both their capacity to reproduce observed prices and predict new ones.
After revision:  We validate our method both on training sets, and testing sets, namely, we highlight both their capacity to reproduce observed prices and predict new ones.