Uses of Package
smile.regression

Packages that use smile.regression

Package	Description
smile.feature	Feature generation, normalization and selection.
smile.regression	Regression analysis.
smile.validation	Model validation.

Classes in smile.regression used by smile.feature

Class and Description
RegressionTrainer Abstract regression model trainer.

Classes in smile.regression used by smile.regression

Class and Description
GaussianProcessRegression Gaussian Process for Regression.
GradientTreeBoost Gradient boosting for regression.
GradientTreeBoost.Loss Regression loss function.
GradientTreeBoost.Trainer Trainer for GradientTreeBoost regression.
LASSO Least absolute shrinkage and selection operator.
LASSO.Trainer Trainer for LASSO regression.
OLS Ordinary least squares.
RandomForest Random forest for regression.
RandomForest.Trainer Trainer for random forest.
RBFNetwork Radial basis function network.
RBFNetwork.Trainer Trainer for RBF networks.
Regression Regression analysis includes any techniques for modeling and analyzing the relationship between a dependent variable and one or more independent variables.
RegressionTrainer Abstract regression model trainer.
RegressionTree Decision tree for regression.
RegressionTree.NodeOutput An interface to calculate node output.
RegressionTree.Trainer Trainer for regression tree.
RidgeRegression Ridge Regression.
SVR Support vector regression.
SVR.Trainer Trainer for support vector regression.

Classes in smile.regression used by smile.validation

Class and Description
Regression Regression analysis includes any techniques for modeling and analyzing the relationship between a dependent variable and one or more independent variables.
RegressionTrainer Abstract regression model trainer.