SupportedModelNames Classe
Définit les modèles pris en charge où chaque modèle a un nom de client, un nom de modèle hérité et un nom de classe de modèle.
- Héritage
-
builtins.objectSupportedModelNames
Constructeur
SupportedModelNames()Attributs
CommonSupportedRegressionModelList
CommonSupportedRegressionModelList = [ElasticNet, GradientBoosting, DecisionTree, KNN, LassoLars, SGD, RandomForest, ExtremeRandomTrees, LightGBM, XGBoostRegressor, TensorFlowLinearRegressor, TensorFlowDNN, TabnetRegressor]SupportedClassificationModelList
SupportedClassificationModelList = [LogisticRegression, SGD, MultinomialNaiveBayes, BernoulliNaiveBayes, SVM, LinearSVM, KNN, DecisionTree, RandomForest, ExtremeRandomTrees, LightGBM, XGBoostClassifier, AveragedPerceptronClassifier, AveragedPerceptronClassifier, GradientBoosting, TensorFlowDNN, TensorFlowLinearClassifier, TabnetClassifier]SupportedForecastingModelList
SupportedForecastingModelList = [ElasticNet, GradientBoosting, DecisionTree, KNN, LassoLars, SGD, RandomForest, ExtremeRandomTrees, LightGBM, XGBoostRegressor, TensorFlowLinearRegressor, TensorFlowDNN, TabnetRegressor, AutoArima, ExponentialSmoothing, Arimax, Prophet, TCNForecaster, Naive, SeasonalNaive, Average, SeasonalAverage]SupportedRegressionModelList
SupportedRegressionModelList = [ElasticNet, GradientBoosting, DecisionTree, KNN, LassoLars, SGD, RandomForest, ExtremeRandomTrees, LightGBM, XGBoostRegressor, TensorFlowLinearRegressor, TensorFlowDNN, TabnetRegressor, FastLinearRegressor, OnlineGradientDescentRegressor]SupportedStreamingModelList
SupportedStreamingModelList = [AveragedPerceptronClassifier, LinearSVM, FastLinearRegressor, OnlineGradientDescentRegressor]