Description Usage Arguments Details Value Examples
View source: R/compare_methods.R
Make plots for comparing clustering methods
1 | cmp_make_plot(mat, clt, plot_type = c("mixed", "heatmap"), nrow = 3)
|
mat |
A similarity matrix. |
clt |
A list of clusterings from |
plot_type |
What type of plots to make. See Details. |
nrow |
Number of rows of the layout when |
If plot_type
is the default value mixed
, a figure with three panels generated:
A heatmap of the similarity matrix with different classifications as row annotations.
A heatmap of the pair-wise concordance of the classifications of every two clustering methods.
Barplots of the difference scores for each method (calculated by difference_score
), the number of clusters (total clusters and the clusters with size >= 5) and the mean similarity of the terms that are in the same clusters.
If plot_type
is heatmap
. There are heatmaps for the similarity matrix under clusterings
from different methods. The last panel is a table with the number of clusters under different
clusterings.
No value is returned.
1 2 3 4 5 6 7 8 | ## Not run:
mat = readRDS(system.file("extdata", "random_GO_BP_sim_mat.rds",
package = "simplifyEnrichment"))
clt = cmp_make_clusters(mat)
cmp_make_plot(mat, clt)
cmp_make_plot(mat, clt, plot_type = "heatmap")
## End(Not run)
|
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