As I see it, there are several solutions.
1)replace the base board with MDF or plywood. I made one with one 12mm layer of each glued together. This is probably the best & most expensive.
2)Turn the board over & screw it it to MDF or ply.
3)Screw it to two or three metal angles to pull it straight.