- All Known Subinterfaces:
- OnlineRegression<T>
- All Known Implementing Classes:
- GaussianProcessRegression, GradientTreeBoost, LASSO, OLS, RandomForest, RBFNetwork, RegressionTree, RidgeRegression, SVR
public interface Regression<T>
Regression analysis includes any techniques for modeling and analyzing
the relationship between a dependent variable and one or more independent
variables. Most commonly, regression analysis estimates the conditional
expectation of the dependent variable given the independent variables.
Regression analysis is widely used for prediction and forecasting, where
its use has substantial overlap with the field of machine learning.
- Author:
- Haifeng Li