Validating Topic Coherence and Topic Labels


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Documentation for package ‘validateIt’ version 1.2.1

Help Pages

allR4WSItasktest Example R4WSI Tasks with Regular and Gold-Standard Tasks
checkAgree Check Agreement Rate between Identical Trails
combMass Combine the mass of words with the same root
evalResults Evaluate results
getResults Get results from Mturk
goldR4WSItest Example Gold-Standard R4WSI0 Tasks
heldouttest An Example Heldout Test Set
keypostedtest Example Answer Keys
masstest An Example of the Combined Mass for Words with the Same Roots
mixGold Mix the gold-standard tasks with the tasks need to be validated
modtest An Example Topic Model
pickLabel Pick the optimal label from candidate labels
plotResults Plot results
R4WSItasktest Example R4WSI0 Tasks
record Reform tasks to facilitate sending to Mturk
recordtest Example Local Record of the R4WSI Tasks
resultstest Example Results Retrieved from Mturk
sendTasks Send prepared task to Mturk and record the API-returned HIT ids.
stmPreptest An Example Object of Prepared Documents
Topic_Model_Validation_Overview Topic_Model_Validation Repository Overview
validateLabel Create validation tasks for labels assigned to the topics in the topic model of choice.
validateTopic Create validation tasks for topic model selection