Visual_Rslt {FEAST} | R Documentation |
Using clustering results based on feature selection to perform model selection.
Visual_Rslt(model_cv_res, trueclass)
model_cv_res |
model selection result from |
trueclass |
The real class labels |
a list of mse dataframe, clustering accuracy dataframe, and ggplot object.
data(Yan) k = length(unique(trueclass)) Y = process_Y(Y, thre = 2) # preprocess the data set.seed(123) rixs = sample(nrow(Y), 500) cixs = sample(ncol(Y), 40) Y = Y[rixs, ] con_res = Consensus(Y, k=k) # Not run # mod_res = Select_Model_short_SC3(Y, cluster = con_res$cluster, top = c(100, 200)) library(ggpubr) # Visual_Rslt(model_cv_res = mod_res, trueclass = trueclass)