During construction, mountainous highway tunnels are often subjected to complex forces and are prone to large deformations, which severely affect the long-term stability of the surrounding rock. Therefore, it is crucial to explore rapid identification and intelligent classification methods for rock surrounding tunnels. In response to the above issues, this study proposes a new intelligent classification and prediction method for rock surrounding highway tunnels on the basis of an index classification system of the environmental characteristics ...