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Classification 類別

定義自動化 ML 中使用的分類演算法名稱。

Azure 支援這些分類演算法,但您身為使用者不需要直接指定演算法。 allowed_models使用 類別的 AutoMLConfigblocked_models 參數來包含或排除模型。

若要深入瞭解 Azure 中的自動化 ML,請參閱:

繼承
builtins.object
Classification

建構函式

Classification()

屬性

AveragedPerceptronClassifier

AveragedPerceptronClassifier = 'AveragedPerceptronClassifier'

BernoulliNB

BernoulliNB = 'BernoulliNaiveBayes'

DecisionTree

DecisionTree = 'DecisionTree'

ExtraTrees

ExtraTrees = 'ExtremeRandomTrees'

GradientBoosting

GradientBoosting = 'GradientBoosting'

KNearestNeighborsClassifier

KNearestNeighborsClassifier = 'KNN'

LightGBMClassifier

LightGBMClassifier = 'LightGBM'

LinearSupportVectorMachine

LinearSupportVectorMachine = 'LinearSVM'

LogisticRegression

LogisticRegression = 'LogisticRegression'

MultinomialNB

MultinomialNB = 'MultinomialNaiveBayes'

RandomForest

RandomForest = 'RandomForest'

SGDClassifier

SGDClassifier = 'SGD'

SupportVectorMachine

SupportVectorMachine = 'SVM'

TabNetClassifier

TabNetClassifier = 'TabnetClassifier'

TensorFlowDNNClassifier

TensorFlowDNNClassifier = 'TensorFlowDNN'

TensorFlowLinearClassifier

TensorFlowLinearClassifier = 'TensorFlowLinearClassifier'

XGBoostClassifier

XGBoostClassifier = 'XGBoostClassifier'