Container for results of hyperparameter tuning. Contains the obtained pareto set and front and the optimization path which lead there.
Learner that was optimized.
Control object from tuning.
List of lists of non-dominated hyperparameter settings in pareto set.
Note that when you have trafos on some of your params,
x will always be
on the TRANSFORMED scale so you directly use it.
Pareto front for
Optimization path which lead to
Note that when you have trafos on some of your params, the opt.path always contains the
UNTRANSFORMED values on the original scale. You can simply call
transform them, or,
Indices of Pareto optimal params in