ostatslib.actions.classifiers.decision_trees

Decision Trees classification actions module

Classes

DecisionTreeClassification()	DecisionTree classification action.
DecisionTreeEntropyCriteriaClassification()	DecisionTree classification action using entropy as splitting criteria.
DecisionTreeLogLossCriteriaClassification()	DecisionTree classification action using log loss as splitting criteria.

class DecisionTreeClassification

DecisionTree classification action. Fits a Scikit-Learn DecisionTreeClassifier https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html

class DecisionTreeEntropyCriteriaClassification

DecisionTree classification action using entropy as splitting criteria. Fits a Scikit-Learn DecisionTreeClassifier https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html

class DecisionTreeLogLossCriteriaClassification

DecisionTree classification action using log loss as splitting criteria. Fits a Scikit-Learn DecisionTreeClassifier https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html