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Diffstat (limited to 'paper/crossvalidation-plots.R')
| -rw-r--r-- | paper/crossvalidation-plots.R | 20 |
1 files changed, 20 insertions, 0 deletions
diff --git a/paper/crossvalidation-plots.R b/paper/crossvalidation-plots.R new file mode 100644 index 0000000..6665fdb --- /dev/null +++ b/paper/crossvalidation-plots.R @@ -0,0 +1,20 @@ +library(ggplot2) +library(grid) +library(gridExtra) + +mazzatorta = read.csv("data/mazzatorta-cv.csv",header=T) +swiss = read.csv("data/swiss-cv.csv",header=T) +combined = read.csv("data/combined-cv.csv",header=T) + +#experimental <- read.csv("data/median-correlation.csv",header=T) +#p1 = qplot(-log10(mazzatorta),-log10(swiss),data=experimental,xlab="-log10(LOAEL Mazzatorta median)",ylab="-log10(LOAEL Swiss Federal Office median)",main="Experimental data") + geom_point() + geom_abline(intercept=0.0) + xlim(-2,4.5) + ylim(-2,4.5) + +p2 = qplot(-log10(LOAEL_predicted),-log10(LOAEL_measured_median),data=mazzatorta,xlab="-log10(LOAEL predicted)",ylab="-log10(LOAEL measured median)",main="Mazzatorta") + geom_point() + geom_abline(intercept=0.0) + xlim(-2,4.5) + ylim(-2,4.5) + +p3 = qplot(-log10(LOAEL_predicted),-log10(LOAEL_measured_median),data=swiss,xlab="-log10(LOAEL predicted)",ylab="-log10(LOAEL measured median)",main="Swiss Federal Office") + geom_point() + geom_abline(intercept=0.0) + xlim(-2,4.5) + ylim(-2,4.5) + +p4 = qplot(-log10(LOAEL_predicted),-log10(LOAEL_measured_median),data=combined,xlab="-log10(LOAEL predicted)",ylab="-log10(LOAEL measured median)",main="Combined") + geom_point() + geom_abline(intercept=0.0) + xlim(-2,4.5) + ylim(-2,4.5) + +pdf('figure/crossvalidation.pdf') +grid.arrange(p2,p3,p4,ncol=2) +dev.off() |