ForeTiS.model._baseline_model
Module Contents
Classes
Parent class based on BaseModel for all baseline models to share functionalities |
- class ForeTiS.model._baseline_model.BaselineModel(optuna_trial, datasets, featureset_name, pca_transform, target_column, optimize_featureset)[source]
Bases:
ForeTiS.model._base_model.BaseModel
,abc.ABC
Parent class based on BaseModel for all baseline models to share functionalities See
BaseModel
for more information.- Parameters:
- retrain(retrain)[source]
Implementation of the retraining for baseline models. See
BaseModel
for more information.- Parameters:
retrain (pandas.DataFrame) –
- update(update, period)[source]
Implementation of the retraining for baseline models. See
BaseModel
for more information.- Parameters:
update (pandas.DataFrame) –
period (int) –