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SupportedModelNames Classe

  • Referência

Define os modelos com suporte em que cada modelo tem um nome de cliente, nome de modelo herdado e nome de classe de modelo.

Herança
builtins.object
SupportedModelNames

Construtor

SupportedModelNames()

Atributos

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]