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Diffstat (limited to 'scripts/crossvalidation-plots.R')
| -rwxr-xr-x | scripts/crossvalidation-plots.R | 15 |
1 files changed, 15 insertions, 0 deletions
diff --git a/scripts/crossvalidation-plots.R b/scripts/crossvalidation-plots.R new file mode 100755 index 0000000..2bc259f --- /dev/null +++ b/scripts/crossvalidation-plots.R @@ -0,0 +1,15 @@ +library(ggplot2) +library(grid) +library(gridExtra) + +t0 = read.csv("data/training-cv-0.csv",header=T) +t1 = read.csv("data/training-cv-1.csv",header=T) +t2 = read.csv("data/training-cv-2.csv",header=T) + +p0 = qplot(-log10(LOAEL_predicted),-log10(LOAEL_measured_median),data=t0,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) +p1 = qplot(-log10(LOAEL_predicted),-log10(LOAEL_measured_median),data=t1,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) +p2 = qplot(-log10(LOAEL_predicted),-log10(LOAEL_measured_median),data=t2,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(p0,p1,p2,ncol=2) +dev.off() |