grid_search_kboost: Function to perform a grid search and find the...

In Luisiglm/KBoost: Inference of gene regulatory networks from gene expression data

Description

Function to perform a grid search and find the hyperparameters.

Usage

grid_search_kboost(dataset, vs, gs, ite)

Arguments

dataset	1 for IRMA or 2 for DREAM4 multifactorial.
vs	The range of values of v. All values need to be between 0 and 1.
gs	The range of values of g. All values need to be larger than 0.
ite	An integer that is the number of iterations, fixed in this case.

Value

list with auprs and aurocs of different values of vs and gs and ite.

Examples

res = grid_search_kboost(1,c(0.1,0.5,1),c(1,10,60,100),3)

Luisiglm/KBoost documentation built on May 13, 2021, 7:27 p.m.