genelambda.obo function

Generate tuning parameters

Generating a sequence of the tuning parameters (lambda1, lambda2, and lambda3).

genelambda.obo(nlambda1=10,lambda1_max=1,lambda1_min=0.05,
                      nlambda2=10,lambda2_max=1,lambda2_min=0.01,
                      nlambda3=10,lambda3_max=5,lambda3_min=0.5)

Arguments

• nlambda1: The numbers of lambda 1.
• lambda1_max: The maximum values of lambda 1.
• lambda1_min: The minimum values of lambda 1.
• nlambda2: The numbers of lambda 2.
• lambda2_max: The maximum values of lambda 2.
• lambda2_min: The minimum values of lambda 2.
• nlambda3: The numbers of lambda 3.
• lambda3_max: The maximum values of lambda 3.
• lambda3_min: The minimum values of lambda 3.

Returns

A sequence of the tuning parameters (lambda1, lambda2, and lambda3).

Examples

lambda <- genelambda.obo(nlambda1=5,lambda1_max=0.5,lambda1_min=0.1, nlambda2=15,lambda2_max=1.5,
                         lambda2_min=0.1, nlambda3=10,lambda3_max=3.5,lambda3_min=0.5)
lambda

Author(s)

Mingyang Ren