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ReactJS dashboard to visualize the model results of ShipCohortStudy

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chethanMysore/ship-study-ui

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Ship Study UI

Overview

A reactjs frontend dashboard that visualizes the model results of SHIP Cohort Study. The application has 5 views:

  • Home Page: Introduction to the project and our problem statement

Home-Page

  • Project Overview: Displays the overview of the research goals of the project

Project-Overview

  • Feature Importance: Displays features critical in diagnosis of Hepatic Steatosis

Feature-Importance

  • Feature Explanations: Displays ICE and PDP curves for selected feature

Feature-Explanations

  • Participant Analysis: Displays the minimal change in the participant so that the predicted diagnosis changes

Participant-Analysis

  • Model Performance: Displays the model performance results evaluated against training set and test set

Model-Performance

Installation and Launching the application

Requirements:

  • node version > 10.0 installed
  • npm version > 3.0 installed

Run

  • Navigate to the project directory (where package.json is located) and run
    npm install
    npm start
  • Suggestion: Run this with sudo(linux) and as administrator in windows so that the changes reflect at real time.
  • After running the above command, the application will be available at http://localhost:3002

Structure

  • src/front contains all ui code
  • src/front/container will contain dashboard header, sidebar, footer are present
  • src/front/components will contain individual components like buttons, tables and such ui components

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ReactJS dashboard to visualize the model results of ShipCohortStudy

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