Physical Sciences and Mathematics Commons^™

A Web Based User Interface For Machine Learning Analysis Of Health And Education Data, Chandani Shrestha

UNLV Theses, Dissertations, Professional Papers, and Capstones

The objective of this thesis is to develop a user friendly web application that will be used to analyse data sets using various machine learning algorithms. The application design follows human computer interaction design guidelines and principles to make a user friendly interface [Shn03]. It uses Linear Regression, Logistic Regression, Backpropagation machine learning algorithms for prediction. This application is built using Java, Play framework, Bootstrap and IntelliJ IDE. Java is used in the backend to create a model that maps the input and output data based on any of the above given learning algorithms while Play Framework and Bootstrap are …