compare_solutions: Pair-Wisely Compare Topic Solutions with Jaccard

In paskn/topicl: Tools for Finding Stable Topics and Analyzing them

Pair-Wisely Compare Topic Solutions with Jaccard

Description

Pair-Wisely Compare Topic Solutions with Jaccard

Usage

compare_solutions(models, depth = 100)

Arguments

models	A list object with STM models. Must be at least 2 models.
depth	The number of top terms to use for comparison. Default is top 100 terms.

Value

A tibble with model-to-model topic-to-topic Jaccard similarity.

Examples

library(stm)
library(dplyr)

modA <- stm(poliblog5k.docs, 
            poliblog5k.voc, K=25,
            prevalence=~rating, 
            data=poliblog5k.meta,
            max.em.its=2, 
            init.type="Random",
            seed = 9934) 
           
modB <- stm(poliblog5k.docs, 
            poliblog5k.voc, K=25,
            prevalence=~rating, 
            data=poliblog5k.meta,
            max.em.its=2, 
            init.type="Random",
            seed = 9576) 
           
compare_solutions(list(modA, modB), depth=100) |> 
arrange(desc(jaccard)) |> 
head()

paskn/topicl documentation built on Feb. 1, 2025, 9:33 p.m.