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
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builtins.objectSupportedModelNames
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]