predict.cv.MLGL: Predict fitted values from a 'cv.MLGL' object

In MLGL: Multi-Layer Group-Lasso

Description

Predict fitted values from a cv.MLGL object

Usage

## S3 method for class 'cv.MLGL'
predict(
  object,
  newx = NULL,
  s = c("lambda.1se", "lambda.min"),
  type = c("fit", "coefficients"),
  ...
)

Arguments

object	cv.MLGL object
newx	matrix with new individuals for prediction. If type="coefficients", the parameter has to be NULL
s	Either "lambda.1se" or "lambda.min"
type	if "fit", return the fitted values for each values of s, if "coefficients", return the estimated coefficients for each s
...	Not used. Other arguments to predict.

Value

A matrix with fitted values or estimated coefficients for given values of s.

Author(s)

Quentin Grimonprez

See Also

cv.MLGL

MLGL documentation built on Dec. 31, 2019, 3 a.m.