In the doc of cpoAsNumeric, I did not find an explnation of what is it doing?
Initial guess is it is one hot encoding all the characters/factors? i

is it also converting the target? i guess not , right?

code found registerCPO(cpoAsNumeric, "data", "feature conversion", "Convert all Features to Numerics using as.numeric.")