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# Example R script to plot scale factor and CC
#
# by Takanori Nakane (nakane.t@gmail.com)
scale_cc <- read.table("scale.csv", sep=",", col.names=c("ImageName", "ScaleFactor", "CC"))
# scatter plot
# FIXME: sometimes white lines appear on the plot.
# seems to be a bug in smoothScatter
smoothScatter(scale_cc$ScaleFactor, scale_cc$CC,
nbin=200, xlim=c(0, 2), ylim=c(0, 1),
xlab="Scale Factor", ylab="CC", main="Scale factor & CC")
# histogram
par(mfrow=c(2,1))
plot(scale_cc$ScaleFactor, type='h', ylab="Scale Factor", xlab="#Crystal")
abline(h=mean(sf[,2])+(-5:5)*sd(sf[,2]), col=2)
hist(scale_cc$ScaleFactor, breaks=100, main="Distribution of Scale Factor", xlab="Scale Factor")
abline(v=mean(sf[,2])+(-5:5)*sd(sf[,2]), col=2)
par(mfrow=c(1,1))
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