ForeTiS.model._sklearn_model
Module Contents
Classes
Parent class based on |
- class ForeTiS.model._sklearn_model.SklearnModel(optuna_trial, datasets, featureset_name, pca_transform, target_column, optimize_featureset)
Bases:
ForeTiS.model._base_model.BaseModel
,abc.ABC
Parent class based on
BaseModel
for all models with a sklearn-like API to share functionalities. SeeBaseModel
for more information.Attributes
Inherited attributes
See
BaseModel
- Parameters:
- retrain(retrain)
Implementation of the retraining for models with sklearn-like API. See
BaseModel
for more information.- Parameters:
retrain (pandas.DataFrame) –
- update(update, period)
Implementation of the retraining for models with sklearn-like API. See
BaseModel
for more information- Parameters:
update (pandas.DataFrame) –
period (int) –