Skip to content

dedykuw/text-classifier

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

  1. System requirement Latest version of node js
  2. Major Features
  • Naïve Bayes Text classification
  • User triggered parameter
  • Event stream triggered file processor
  • Case folding
  • Stemming
  • Stopword removal
  • Remove escape character
  1. Instruction
  • Clone
  • NPM install (if struggling just download zipped file)
  • Put sgml file document inside ‘rawdata’ directory
  • Run ‘node index’ using command prompt in project directory
  • Follow through the prompt dialog
  • Input parameter (enum 1:0)
  • Wait for process
  • After successful check in the output folder whether ‘output’ exist will consist with three documents : o Testdatatested.sgm : Test data file tested and topic already assigned o Trainingdata.sgm : Training data o Testingdata.sgm : Original test data
  • If exist just open it Example instruction

Figure 1 Run the code using node index

Figure 2 Follow through "text processing" configuration prompt

Figure 3 Wait for Splitting, Training and Testing process

Figure 4 After finish the message will show status and will prompt you whether you want to finish or test individual body text

Figure 5 Example if you want to test individual body text, you can type it in prompt and end it with new line with "end>" sign

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published