plotPredReal <- function(data, pred, index)
{
prediction = pred$getForecast(index)
- measure = data$getSerie( pred$getIndexInData(index) )[length(prediction)]
+ measure = data$getSerie( pred$getIndexInData(index) )[1:length(prediction)]
yrange = range(measure, prediction)
par(mar=c(4.7,5,1,1), cex.axis=1.5, cex.lab=1.5, lwd=3)
plot(measure, type="l", ylim=yrange, xlab="Time (hours)", ylab="PM10")
stop("Functional boxplot requires the rainbow package")
series_matrix = rbind(
- data$getSeries(fil$neighb_indices), data$getSeries(fil$neighb_indices+1) )
+ data$getSeries(fil$neighb_indices-1), data$getSeries(fil$neighb_indices) )
series_fds = rainbow::fds(seq_len(nrow(series_matrix)), series_matrix)
+
par(mar=c(4.7,5,1,1), cex.axis=1.5, cex.lab=1.5)
rainbow::fboxplot(series_fds, "functional", "hdr", xlab="Time (hours)", ylab="PM10",
plotlegend=FALSE, lwd=2)
#' @export
plotRelVar = function(data, fil, predict_from)
{
- ref_var = c( apply(data$getSeries(fil$neighb_indices),1,sd),
- apply(data$getSeries(fil$neighb_indices+1),1,sd) )
+ ref_var = c( apply(data$getSeries(fil$neighb_indices-1),1,sd),
+ apply(data$getSeries(fil$neighb_indices),1,sd) )
tdays = .getNoNA2(data, 2, fil$index)
global_var = c(
apply(data$getSeries(tdays-1),1,sd),
{
data = getDataTest(150)
+
+
+
+#TODO: debug
+
+
+
# index 144-1 == 143 : serie type 2
- pred = computeForecast(data, 144, "Neighbors", "Zero", predict_from=8,
+ pred = computeForecast(data, 143, "Neighbors", "Zero", predict_from=8,
horizon=length(data$getSerie(1)), simtype="endo", local=FALSE, h_window=1)
f = computeFilaments(data, pred, 1, 8, limit=60, plot=FALSE)
# Expected output: 50-3-10 series of type 2, then 23 series of type 3 (closest next)
expect_identical(length(f$neighb_indices), as.integer(60))
expect_identical(length(f$colors), as.integer(60))
- expect_equal(f$index, 144)
+ expect_equal(f$index, 143)
expect_true(all(I(f$neighb_indices) >= 2))
for (i in 1:37)
{
plotRelVar(data, f_p1, predict_from=P); title(paste("StdDev p1 day",i_p))
plotRelVar(data, f_np2, predict_from=P); title(paste("StdDev p2 day",i_np))
-plotRelVar(data, f_p2, preidct_from=P); title(paste("StdDev p2 day",i_p))
+plotRelVar(data, f_p2, predict_from=P); title(paste("StdDev p2 day",i_p))
# Variabilité globale en rouge ; sur les voisins (+ lendemains) en noir
-----