Text Classification Using Iterative Dichotomiser (Id3) Algorithm

Research Article
Shruthi E and Deepika N
DOI: 
xxx-xxxxx-xxxx
Subject: 
Engineering
KeyWords: 
WhatsApp Messenger, ID3 Algorithm, Machine learning, Decision tree.
Abstract: 

WhatsApp Messenger is cross-platform messaging, where text, video, images etc can be sent to anyone by just having the contact of the person. Today WhatsApp Messenger usage is increasing day by day. Hence an approach to classify the text into bizarre (abuse) or customary using machine learning algorithm. The decision tree algorithm Iterative Dichotomiser ID3 is used to learn WhatsApp text and evaluated to measure the accuracy. This paper explains an approach to classify the WhatsApp text messages into various categories that give an insight of real world application service. The paper explains that WhatsApp is a multi tool used for personal, communication, business etc.