# Sampled Seatbelts data from the R package datasets.
data("data_seatbelts", package = "forecastML")
# Example - Training data for 2 horizon-specific models w/ common lags per feature.
horizons <- c(1, 12)
lookback <- 1:15
data_train <- create_lagged_df(data_seatbelts, type = "train", outcome_col = 1,
lookback = lookback, horizon = horizons)
# All historical window lengths of 12 plus any partial windows at the end of the dataset.
windows <- create_windows(data_train, window_length = 12)
windows
# Two custom validation windows with different lengths.
windows <- create_windows(data_train, window_start = c(20, 80), window_stop = c(30, 100))
windows
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