createENetTuneGrid: createENetTuneGrid

In Sage-Bionetworks/predictiveModeling: The predictive modeling package allows users to write custom predictive models or use off-the-shelf models via caret, and compare their performance.

Description

Create a tuning grid appropriate for elastic net models

Usage

  createENetTuneGrid(lambdamin = -5, lambdamax = 0,
    lambdas = NULL, alphas = NULL, alphamin = NULL,
    len = 5, verbose = TRUE)

Arguments

lambdamin
lambdamax
lambdas	a specific vector of lambdas to use instead of the range specified by the lambdamin and lambdamax parameters
alphamin
alphamax
alphas	a specific vector of alphas to use instead of the range specified by the alphamin and alphamax parameters
len	number of rows desired in the resulting tuning grid
verbose	whether to print verbose information about the tuning grid

Value

the tuning grid

Author(s)

Adam Margolin

Sage-Bionetworks/predictiveModeling documentation built on May 9, 2019, 12:12 p.m.