共用方式為


SupportedModelNames 類別

定義支援模型,其中每個模型都有客戶名稱、舊版模型名稱和模型類別名稱。

繼承
builtins.object
SupportedModelNames

建構函式

SupportedModelNames()

屬性

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]