|GeneralizedLinearAlgorithm<M extends GeneralizedLinearModel>||
:: DeveloperApi :: GeneralizedLinearAlgorithm implements methods to train a Generalized Linear Model (GLM).
:: DeveloperApi :: GeneralizedLinearModel (GLM) represents a model trained using GeneralizedLinearAlgorithm.
Class that represents the features and labels of a data point.
Regression model trained using Lasso.
Train a regression model with L1-regularization using Stochastic Gradient Descent.
Regression model trained using LinearRegression.
Train a linear regression model with no regularization using Stochastic Gradient Descent.
Regression model trained using RidgeRegression.
Train a regression model with L2-regularization using Stochastic Gradient Descent.
|StreamingLinearAlgorithm<M extends GeneralizedLinearModel,A extends GeneralizedLinearAlgorithm<M>>||
:: DeveloperApi :: StreamingLinearAlgorithm implements methods for continuously training a generalized linear model model on streaming data, and using it for prediction on (possibly different) streaming data.
Train or predict a linear regression model on streaming data.