Source code for esmvaltool.diag_scripts.mlr.models.lasso

"""Lasso Regression model.

Use ``mlr_model_type: lasso`` to use this MLR model in the recipe.

"""

import logging
import os

from sklearn.linear_model import Lasso

from esmvaltool.diag_scripts.mlr.models import MLRModel
from esmvaltool.diag_scripts.mlr.models.linear_base import LinearModel

logger = logging.getLogger(os.path.basename(__file__))


[docs]@MLRModel.register_mlr_model('lasso')
class LassoModel(LinearModel):
    """Lasso Regression model."""

    _CLF_TYPE = Lasso