---
name: "mlpack_regression"
section: "3"
platform: "linux"
package: "mlpack-doc"
version: "1.0.10-1"
release: "Debian 8 (Jessie)"
platforms: ["linux"]
url: "https://new.carta.tech/mlpack_regression"
---

# mlpack\_regression(3)

Regression methods.

## NAME

mlpack::regression -

Regression methods.

## SYNOPSIS

### Classes

class **LARS**\
 *An implementation of* **LARS***, a stage-wise homotopy-based algorithm for l1-regularized linear regression (LASSO) and l1+l2 regularized linear regression (Elastic Net).*  class **LinearRegression**\
 *A simple linear regression algorithm using ordinary least squares.*  class **LogisticRegression**\
 class **LogisticRegressionFunction**\
 *The log-likelihood function for the logistic regression objective function.*

## Detailed Description

Regression methods.

## Author

Generated automatically by Doxygen for MLPACK from the source code.