cleverly.learners.default_library

cleverly.learners.default_library(task: Literal['regression', 'classification'], *, random_state: int | None = None) → list[tuple[str, Any]]

Return the concrete default ensemble for one prediction task.

Parameters:

task{“classification”, “regression”}

Which prediction task the candidates must suit.

random_stateint or None

Seed passed to every candidate that takes one.

Returns:

list of tuple

One (name, estimator) pair per candidate, in a fixed order.