Interface | Description |
---|---|
RegressionModel |
Class | Description |
---|---|
GeneralizedLinearAlgorithm<M extends GeneralizedLinearModel> |
:: DeveloperApi ::
GeneralizedLinearAlgorithm implements methods to train a Generalized Linear Model (GLM).
|
GeneralizedLinearModel |
:: DeveloperApi ::
GeneralizedLinearModel (GLM) represents a model trained using
GeneralizedLinearAlgorithm.
|
LabeledPoint |
Class that represents the features and labels of a data point.
|
LassoModel |
Regression model trained using Lasso.
|
LassoWithSGD |
Train a regression model with L1-regularization using Stochastic Gradient Descent.
|
LinearRegressionModel |
Regression model trained using LinearRegression.
|
LinearRegressionWithSGD |
Train a linear regression model with no regularization using Stochastic Gradient Descent.
|
RidgeRegressionModel |
Regression model trained using RidgeRegression.
|
RidgeRegressionWithSGD |
Train a regression model with L2-regularization using Stochastic Gradient Descent.
|