There was a post on Metals stocks on 27 Nov'18 by Bloomberg over this link
Taking the below image from the article as a reference
And adding to it the price analysis to get more clarity as to how the stocks have behaved to this Cheap valuation framework
In Short - When the Metal stocks are most expensive via PE parameter, they are at the bottom prices.