tabensemb.model.AbstractModel.new_model#

method

AbstractModel.new_model(model_name: str, verbose: bool, **kwargs)[source]#

A wrapper method to generate a new model while keeping the random seed constant.

Parameters:

model_name:: The name of a selected model.
verbose:: Verbosity.
**kwargs:: Parameters to generate the model. It contains all arguments in _initial_values().

Returns:

Any: A new model (without any restriction to its type). It will be passed to _train_single_model() and _pred_single_model().