stm (version 1.1.3)

plot.searchK: Plots diagnostic values resulting from searchK

Description

Takes the result of searchK and produces a set of plots for evaluating optimal topic numbers via visual representation of diagnostic functions.

Usage

"plot"(x, ...)

Arguments

x

A searchK object, containing the diagnostic information of an stm with a variety of topics.

...

additional arguments for S3 compatability.

Examples

## Not run: 
# K<-c(5,10,15) 
# temp<-textProcessor(documents=gadarian$open.ended.response,metadata=gadarian)
# out <- prepDocuments(temp$documents, temp$vocab, temp$meta)
# documents <- out$documents
# vocab <- out$vocab
# meta <- out$meta
# set.seed(02138)
# K<-c(5,10,15) 
# kresult <- searchK(documents, vocab, K, prevalence=~treatment + s(pid_rep), data=meta)
# 
# plot.searchK(kresult)
# ## End(Not run)