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#' Plot the transitions and matchings from a \code{transition} object
#'
#' @param x the object to plot
#' @param ... further methods passed to or from methods, currently unused
#'
#' @return A plot of the predicted and actual transitions in a \code{transition}
#' object, as well as the matchings between them
#' @export
#'
#' @examples
#' predictions <- (sample(1:100)%%2)
#' references <- (sample(1:100)%%2)
#' window_size <- 7
#' if (isTRUE(requireNamespace("matchingMarkets", quietly = TRUE))){
#' transitions <- get_transition_info(
#' predictions, references, window_size
#' )
#' plot(transitions)
#' }
plot.transition <- function(x, ...) {
x$predictions <-
as.character(x$predictions) %>%
sapply(function(x) switch(
x, "0" = 3, "1" = 2
)) %>%
unname(.)
graphics::plot(
seq(length(x$references)),
x$references,
pch = 16,
ylab = "",
yaxt = "n",
ann = FALSE,
xlab = "Reference",
ylim = c(0.5,2.5)
)
graphics::mtext("Reference", 1, 3)
graphics::axis(3)
graphics::mtext("Prediction", line = 3)
graphics::points(
seq(length(x$predictions)),
x$predictions
)
if (nrow(x$matchings) > 0) {
sapply(
seq(nrow(x$matchings)), function(i) {
if (x$matchings$rejected[i]) {
line_col <- "red"
} else {
line_col <- "blue"
}
graphics::lines(
c(x$matchings$Reference_Index[i], x$matchings$Prediction_Index[i]),
c(1,2),
col = line_col
)
}
)
}
invisible()
}
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