palma.base.model_selection

Module Contents

Classes

ModelSelector

Wrapper to optimizers selecting the best model for a Project.

class palma.base.model_selection.ModelSelector(engine: str | palma.base.engine.BaseOptimizer, engine_parameters: Dict)

Wrapper to optimizers selecting the best model for a Project.

The optimization can be launched with the start method. Once the optimization is done, the best model can be accessed as the best_model_ attribute.

Parameters:

- engine (str): Currently accepted values are “FlamlOptimizer” or

“AutoSklearnOptimizer” (the latter is deprecatted).

- engine_parameters (dict): parameters passed to the engine.

Methods

- start(project: Project): look for best model

property run_id: str

start(project: Project)