If you don't change the parameter value, we store it in 
```
self.argument_name = argument_name
```

If there is future preprocessing, for instance you allow a string argument that is latter transform in a more concrete, you do in the fit
method
```
self.argument_name_ = XXX  # Where XXX is the result of some computation.
```