Tblock_SPall: Temporally blocked CV

In mrfoliveira/STResampling-JDSA2020: Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting

Description

Fold allocation of k-fold CV using:

• blocked time

• all locations

Usage

Tblock_SPall(data_coords, nfolds, time = "time", site_id = "site")

Arguments

data_coords	dataset with column time
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:

• idxs, indices of data set as it should be re-ordered

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

mrfoliveira/STResampling-JDSA2020 documentation built on June 28, 2021, 7:01 p.m.