SupportedModelNames 类
定义支持模型,其中每个模型都有客户名称、旧模型名称和模型类名称。
构造函数
SupportedModelNames()
属性
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]