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A web app for visualizing Binary Classification Results using Streamlit module in Python deployed on Heroku.

Home Page: https://bin-cls-viz-app.herokuapp.com/

Python 97.78% Shell 2.22%
binary-classification support-vector-classifier logistic-regression random-forest-classifier streamlit-dashboard heroku-deployment machine-learning model-deployment web-app

binary-classification-web-app's Introduction

Binary Classification Web App

This is a web app built to dynamically select a classifier from the given options along with their respective hyper-parameters and view the results in three formats.

The classifiers used:

  • Support Vector Classifier
  • Logistic Regression
  • Random Forest Classifier

The metrics used:

  • Confusion Matrix
  • ROC Curve
  • Precision-Recall Curve

The web app was built using the Streamlit module.

The webpage was deployed on Heroku.

Check it out here:

https://bin-cls-viz-app.herokuapp.com/

I also utilised Streamlit Sharing to automatically host my web app on their server without the need of external shell scripting and other procedures required for hosting a website on heroku.

Check it out here: https://share.streamlit.io/indrap24/binary-classification-web-app/main/app.py

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