Dataset transition between adult_census (Predictive Modeling Pipeline) and boston_housing (Select the Best Model) and then back to adult_census (HyperParameter Tuning)

[lesteve]

Now that the hyper-parameter tuning has been moved out of the modelling predictive pipeline part, we do:

• adult_census for Modeling Predictive Pipeline
• boston_housing for Selecting the Best Model
• back to adult_census for Hyperparameter tuning

do we care?

Can we use adult_census for Selecting the Best Model?

[GaelVaroquaux]

Can we use adult_census for Selecting the Best Model?

We should try, it would probably help streamlining the teaching.

[glemaitre]

I think that this is actually useful to have a regression dataset for the module on the evaluation. It allows putting in perspective the variation of the target in a natural unit. It might not be so easy to have similar intuitions with classification.

[lesteve]

Let's close this as not important enough.