#' Umap Plot
#'
#' @export plot.iris
plot.iris<-function(x, labels,
main="A UMAP visualization of the Iris dataset",
colors=c("#ff7f00", "#e377c2", "#17becf"),
pad=0.1, cex=0.65, pch=19, add=FALSE, legend.suffix="",
cex.main=1, cex.legend=1) {
layout = x
if (is(x, "umap")) {
layout = x$layout
}
xylim = range(layout)
xylim = xylim + ((xylim[2]-xylim[1])*pad)*c(-0.5, 0.5)
if (!add) {
par(mar=c(0.2,0.7,1.2,0.7), ps=10)
plot(xylim, xylim, type="n", axes=F, frame=F)
rect(xylim[1], xylim[1], xylim[2], xylim[2], border="#aaaaaa", lwd=0.25)
}
points(layout[,1], layout[,2], col=colors[as.integer(labels)],
cex=cex, pch=pch)
mtext(side=3, main, cex=cex.main)
labels.u = unique(labels)
legend.pos = "topright"
legend.text = as.character(labels.u)
if (add) {
legend.pos = "bottomright"
legend.text = paste(as.character(labels.u), legend.suffix)
}
legend(legend.pos, legend=legend.text,
col=colors[as.integer(labels.u)],
bty="n", pch=pch, cex=cex.legend)
}
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