Creating contour or percentile lines in R

2019-09-05 06:46发布

I am creating the following contour graph from this matrix. I would like to, however, have also a plot which displays chosen by me contour lines (without filled contour) representing values of 0.50 (in black) and 0.25 and 0.75 (in red). Help on the method will be much appreciated.

B = matrix(c(0.158,0.182,0.306,0.46,0.601,0.77,0.796,0.832,
             0.174,0.216,0.373,0.58,0.769,0.862,0.907,0.929,
             0.164,0.262,0.442,0.73,0.886,0.93,0.949,0.976,
             0.171,0.218,0.509,0.791,0.915,0.972,0.987,0.992,
             0.174,0.288,0.563,0.848,0.961,0.993,0.998,1,
             0.185,0.288,0.618,0.89,0.976,0.993,0.996,1,
             0.215,0.317,0.667,0.911,0.988,0.999,0.999,0.999,
             0.199,0.328,0.685,0.957,0.994,1,1,1,
             0.231,0.362,0.741,0.953,0.998,1,1,1,
             0.237,0.373,0.782,0.976,0.999,1,1,1,
             0.25,0.398,0.799,0.974,0.997,1,1,1,
             0.26,0.443,0.855,0.989,0.999,1,1,1,
             0.272,0.478,0.868,0.994,1,1,1,1,
             0.256,0.487,0.91,0.996,1,1,1,1,
             0.268,0.508,0.933,1,1,1,1,1),
             nrow=15, ncol=8,byrow=T) 


# Change column names
nv <- c(20,30,40,50,60,70,80,90,100,110,120,140,160,180,200)
location <- c(0,1,2,3,4,5,6,7) 
rownames(B) <- nv
colnames(B) <- location


# Create levels so they can be uniform accross all the images
b <- seq(0,1,0.05)

# Make levels that cover both ranges of z values
lvls <- pretty(range(b),20)

# Set up axis labels
matrix.axes <- function(data) {
        # Do the rows, las=2 for text perpendicular to the axis
        x <- (1:dim(data)[1] - 1) / (dim(data)[1] - 1);
        axis(side=1, at=x, labels=rownames(data), las=2);
        # Do the columns
        x <- (1:dim(data)[2] - 1) / (dim(data)[2] - 1);
        axis(side=2, at=x, labels=colnames(data), las=2);
}


filled.contour(B, plot.axes=matrix.axes(B),
               plot.title=title(main=paste("Graph"),
                                xlab='Sample number',ylab='Distance'),
               color.palette=colorRampPalette(c('white','blue','yellow','red','darkred')),
               levels=lvls)

enter image description here

Filled contour above is what I have at the moment but want to change it to graph with distinct contour lines representing 0.50 (in black) and 0.25 and 0.75 (in red) values instead (3 lines total). I am tagging ggplot2 as there might be solution there?

2条回答
姐就是有狂的资本
2楼-- · 2019-09-05 07:18

I managed to solve it quite easily!

contour(B,levels=c(0.5),lwd=3)
contour(B,levels=c(0.25,0.75), lwd=2, col = 34, add=TRUE)
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我想做一个坏孩纸
3楼-- · 2019-09-05 07:28

Use the contour function instead:

contour(B, levels = c(0.25, 0.5, 0.75), col = c(2, 1, 2), axes = F,
        xlab = 'Sample number', ylab = 'Distance')
axis(1, at = seq(0, 1, length= length(nv)), labels = nv)
axis(2, at = seq(0, 1, length= length(location)), labels = location)

enter image description here

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