Classification Class

  • Reference

Defines the names of classification algorithms used in automated ML.

Azure supports these classification algorithms, but you as a user do not need to specify the algorithms directly. Use the allowed_models and blocked_models parameters of AutoMLConfig class to include or exclude models.

To learn more about in automated ML in Azure see:

Inheritance
builtins.object
Classification

Constructor

Classification()

Attributes

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'