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@fbreitwieser
Created April 27, 2018 14:45
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common legend with cowplot
a = read.delim("~/Accuracy_as_a_function_of_sketch_size_and_set_size.txt")
head(a)
a$rel_error = sqrt(a$Mean.squared.error) / a$Exact.size
a$p = factor(a$Sketch.size..log2.)
library(cowplot)
library(ggplot2)
plot1 = ggplot(a, aes(x=Exact.size, sqrt(Mean.squared.error) / Exact.size,
col=p)) + scale_y_continuous(labels = scales::percent) +
scale_x_log10(
breaks = scales::trans_breaks("log10", function(x) 10^x),
labels = scales::trans_format("log10", scales::math_format(10^.x))
) +
geom_line() + geom_point() + cowplot::background_grid('y') + ggtitle("Mean sq error")
plot2 = ggplot(a, aes(x=Exact.size, Mean.bias / Exact.size,
col=p)) + scale_y_continuous(labels = scales::percent) +
scale_x_log10(
breaks = scales::trans_breaks("log10", function(x) 10^x),
labels = scales::trans_format("log10", scales::math_format(10^.x))
) +
geom_line() + geom_point() + cowplot::background_grid('y') + ggtitle("Mean bias")
main = cowplot::plot_grid(plot1 + theme(legend.position = "none"), plot2 + theme(legend.position = "none"))
cowplot::plot_grid(main, cowplot::get_legend(plot1), ncol=2, rel_widths = c(1, .1))
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