Tall_SPrand: Spatial CV

In mrfoliveira/STResampling-DSAA2019: Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting

Description

Fold allocation of k-fold CV using:

• all time

• shuffled individual locations

Usage

Tall_SPrand(data, nfolds, time = "time", site_id = "site")

Arguments

data	full dataset
nfolds	number of folds
time	column name of time-stamp in data. Default is "time"
site_id	column name of location identifier in data. Default is "site"

Value

A list with slots:

• data, possibly re-ordered

• f, a vector with the fold numbers (from 1 to nfolds) of each row in data

mrfoliveira/STResampling-DSAA2019 documentation built on April 9, 2021, 5:39 a.m.