Interactive Visualization Support for Comparing and Analysis of Multi-class Classifier Problems in Machine Learning

CS Master project @ SF State

By: Nina Mir Department: Computer Science | Faculty Advisor: Dr. Shahrukh Humayoun

more info about this project can be found in the included PDF file Classifier_Analyzer_Poster(v1.0).pdf in this repo.

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to run this project

the project has two sides: server and frontend. to run this code, the user needs to execute each side of the project as follows:

• Clone the project
• cd PATH/to/server
• install the dependencies
• npm i
• then (assuming nodemon is already installed), nodemon app.js
• in a different terminal window
• cd PATH/to/frontend
• install the dependencies
• npm i
• then, npm run serve

the project should be viewable on localhost at the port number indicated via the frontend instructions

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notes:

• this prototype does not allow the user to import data files
• this version of the project is loaded with the results of 9 synthetic models that are rendered when the server-side and the frontend-side are actively running