Is there any way to get base word instead of root word in stemming using NLP in R?
Code:
> #Loading libraries
> library(tm)
> library(slam)
>
> #Vector
> Vec=c("happyness happies happys","sky skies")
>
> #Creating Corpus
> Txt=Corpus(VectorSource(Vec))
>
> #Stemming
> Txt=tm_map(Txt, stemDocument)
>
> #Checking result
> inspect(Txt)
A corpus with 2 text documents
The metadata consists of 2 tag-value pairs and a data frame
Available tags are:
create_date creator
Available variables in the data frame are:
MetaID
[[1]]
happi happi happi
[[2]]
sky sky
>
Can I get base word "happy" (base word) instead of "happi" (root word) for "happyness happies happys" using R.