ostatslib.actions.classifiers.linear_models#

Linear models classification actions module

Classes

`ElasticNetLogisticRegressionClassification`()	Logistic Regression classification action.
`L1LogisticRegressionClassification`()	Logistic Regression classification action.
`LogisticRegressionClassification`()	Logistic Regression classification action.

class ElasticNetLogisticRegressionClassification[source]#: Logistic Regression classification action. Fits a Scikit-Learn LogisticRegression with Elastic-Net regularization https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html

class L1LogisticRegressionClassification[source]#: Logistic Regression classification action. Fits a Scikit-Learn LogisticRegression with L1 regularization https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html

class LogisticRegressionClassification[source]#: Logistic Regression classification action. Fits a Scikit-Learn LogisticRegression with L2 regularization https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html