Bayesian linear regression — linear_regression_bayesian • baritsu

A wrapper around mlpack::bayesian_linear_regression() that allows passing a formula.

Usage

linear_regression_bayesian(
  formula = NULL,
  data = NULL,
  center = FALSE,
  scale = FALSE,
  x = NULL,
  y = NULL
)

Arguments

formula: A formula.
data: A data.frame.
center: Logical; if enabled, centers the data and fits the intercept.
scale: Logical; if enabled, scales each feature by their standard deviations.
x: Design matrix.
y: Response matrix.

Value

An object of class baritsu_blr.

See also

mlpack::bayesian_linear_regression() predict.baritsu_blr()