time_series_cv {modeltime.resample} | R Documentation |
Time Series Resampling Sets and Plans
Description
These resampling tools are exported from the timetk
package.
-
timetk::time_series_cv()
: Creates resample sets using time series cross validation -
timetk::time_series_split()
: Makes an initial time series split -
timetk::plot_time_series_cv_plan()
: Plots a cross validation plan -
timetk::tk_time_series_cv_plan()
: Unnests a cross validation plan
Examples
# Generate Time Series Resamples
resamples_tscv <- time_series_cv(
data = m750,
assess = "2 years",
initial = "5 years",
skip = "2 years",
slice_limit = 4
)
resamples_tscv
# Visualize the Resample Sets
resamples_tscv %>%
tk_time_series_cv_plan() %>%
plot_time_series_cv_plan(
date, value,
.facet_ncol = 2,
.interactive = FALSE
)
[Package modeltime.resample version 0.2.3 Index]