SVT: SVT

Description Usage Arguments Value Examples

View source: R/StatComp.R

Description

A Singular Value Thresholding Algorithm for Matrix Completion

Usage

1
SVT(M, step_size, tolerance, lamda, k_max)

Arguments

M

sparse matrix

step_size

step size

tolerance

tolerance

lamda

tunning parameter

k_max

maximum number of iterations

Value

complete matrix

Examples

1
2
3
4
5
## Not run: 
M <- matrix(c(0,1,0,1,0,1,0,1,0),3,3)
f <- SVT(M,1,0.9,1,10000)

## End(Not run)

sa21204165/StatComp21076 documentation built on Dec. 23, 2021, 11:11 p.m.