impCV: Cross-validation for spatio-temporal imputation

In cutoffR: CUTOFF: A Spatio-temporal Imputation Method

Description

Cross-validation for spatio-temporal imputation

Usage

impCV(data, FUN = Cut, date.info = TRUE, cfold = 10, rfold = 10, ...)

Arguments

data	a data matrix with missing values
FUN	the imputation function to be evaluated by cross-validation
date.info	logical, if date information is provided in the data.
cfold	fold size on the columns
rfold	fold size on the rows.
...	other arguments

Value

the cross-validated RMSE

Examples

data(hqmr.data)
# the real cross-validation will take some time to finish
# impCV(hqmr.data)

cutoffR documentation built on May 2, 2019, 6:12 a.m.