refo/EpsilonAnalysis.R

28 lines
882 B
R

# Libraries
library(ggplot2)
library(matrixStats)
convergence <- read.csv(file.choose(), header=FALSE, row.names=1, skip=1)
sds <- rowSds(sapply(convergence[,-1], `length<-`, max(lengths(convergence[,-1]))), na.rm=TRUE)
men <- rowMeans(sapply(convergence[,-1], `length<-`, max(lengths(convergence[,-1]))), na.rm=TRUE)
print(sds)
# create dummy data
data <- data.frame(
names=rownames(convergence),
means=men,
sds=sds
)
#320 QMC
#188QMCMax
#234 MC
print(mean(men))
print(men)
convergence$group <- row.names(convergence)
convergence.m <- melt(convergence, id.vars = "groups")
ggplot(data) +
geom_bar(aes(x=names, y=means, fill=means), stat="identity", colour="black", alpha=0.8) +
geom_errorbar( aes(x=names, ymin=means, ymax=means+sds), width=0.4, colour="black", alpha=0.8, size=0.6) +
xlab("Epsilon") + ylab("?? Episoden bis Konvergenz") +
theme_bw(base_size = 24)