Mark class attribute as a hyper-parameter for an algorithm or pipeline.
Compared to normal parameters (
Parameter), hyper-parameters must only be specified for optimizable Algorithms or Pipelines. Hyper-Parameter are expected to change the outcome of the
self_optimizemethod, but not change themself during the optimization procedure. This information can be used for internal checks and performance optimizations.