Name | Description | Type | Package | Framework |
GeneralizedLinearAlgorithm | GeneralizedLinearAlgorithm implements methods to train a Generalized Linear Model (GLM). | Class | org.apache.spark.mllib.regression | Apache Spark |
GeneralizedLinearModel | GeneralizedLinearModel (GLM) represents a model trained using GeneralizedLinearAlgorithm. | Class | org.apache.spark.mllib.regression | Apache Spark |
IsotonicRegression | Class | org.apache.spark.mllib.regression | Apache Spark | |
IsotonicRegressionModel | Regression model for isotonic regression. | Class | org.apache.spark.mllib.regression | Apache Spark |
LabeledPoint | Class that represents the features and labels of a data point. | Class | org.apache.spark.mllib.regression | Apache Spark |
LassoModel | Regression model trained using Lasso. | Class | org.apache.spark.mllib.regression | Apache Spark |
LassoWithSGD | Train a regression model with L1-regularization using Stochastic Gradient Descent. | Class | org.apache.spark.mllib.regression | Apache Spark |
LinearRegressionModel | Regression model trained using LinearRegression. | Class | org.apache.spark.mllib.regression | Apache Spark |
LinearRegressionWithSGD | Train a linear regression model with no regularization using Stochastic Gradient Descent. | Class | org.apache.spark.mllib.regression | Apache Spark |
RegressionModel | Interface | org.apache.spark.mllib.regression | Apache Spark | |
RidgeRegressionModel | Regression model trained using RidgeRegression. | Class | org.apache.spark.mllib.regression | Apache Spark |
RidgeRegressionWithSGD | Train a regression model with L2-regularization using Stochastic Gradient Descent. | Class | org.apache.spark.mllib.regression | Apache Spark |
StreamingLinearAlgorithm | StreamingLinearAlgorithm implements methods for continuously training a generalized linear model model on streaming data, | Class | org.apache.spark.mllib.regression | Apache Spark |
StreamingLinearRegressionWithSGD | Train or predict a linear regression model on streaming data. | Class | org.apache.spark.mllib.regression | Apache Spark |