ECLRMC (version 1.0)

LRMC: Takes an incomplete matrix and returns the imputed matrix using LRMC method.

Description

Takes an incomplete matrix and returns the imputed matrix using LRMC method.

Usage

LRMC(x)

Arguments

x

An m by n matrix with NAs

Value

An m by n matrix with imputed values

References

Chen, Xiaobo, et al. "Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation." Knowledge-Based Systems 132 (2017): 249-262.

Examples

# NOT RUN {
x = matrix(c(5.1, 4.9, NA, 4.6, 3.5, 3.0, 3.2, 3.1, 1.4, NA, 1.3, 1.5), byrow = TRUE, ncol=4)
LRMC(x)
# }