Regression class

Definition

Defines regression algorithm names.

TensorFlowDNN, TensorFlowLinearRegressor are deprecated.

Inheritance
builtins.object
Regression

Attributes

DecisionTreeRegressor

DecisionTreeRegressor = 'DecisionTree'

ElasticNet

ElasticNet = 'ElasticNet'

ExtraTreesRegressor

ExtraTreesRegressor = 'ExtremeRandomTrees'

FastLinearRegressor

FastLinearRegressor = 'FastLinearRegressor'

GradientBoostingRegressor

GradientBoostingRegressor = 'GradientBoosting'

KNearestNeighborsRegressor

KNearestNeighborsRegressor = 'KNN'

LassoLars

LassoLars = 'LassoLars'

LightGBMRegressor

LightGBMRegressor = 'LightGBM'

OnlineGradientDescentRegressor

OnlineGradientDescentRegressor = 'OnlineGradientDescentRegressor'

RandomForestRegressor

RandomForestRegressor = 'RandomForest'

SGDRegressor

SGDRegressor = 'SGD'

TensorFlowDNNRegressor

TensorFlowDNNRegressor = 'TensorFlowDNN'

TensorFlowLinearRegressor

TensorFlowLinearRegressor = 'TensorFlowLinearRegressor'

XGBoostRegressor

XGBoostRegressor = 'XGBoostRegressor'