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The purpose of this project is predict if a donor will repeat a blood donation? This is a module to : https://github.com/abhisheksaxena1998/Emergency-Blood-Plasma-Notification-System

Home Page: https://github.com/abhisheksaxena1998/Emergency-Blood-Plasma-Notification-System

Jupyter Notebook 90.08% Python 0.40% HTML 0.87% CSS 3.05% JavaScript 5.60% Procfile 0.01%
machine-learning blood-bank-management plasma-bank chrome-extension javascript

fluidledger's Introduction

Fluid Ledger Machine Learning Implementation

Application Link: https://serumledger.herokuapp.com/

Web application

screenshot

Live location tracking

screenshot

This is a ML Module to Emergency Notification System

Google Collab link: https://colab.research.google.com/github/abhisheksaxena1998/FluidLedger/blob/master/SerumLedger.ipynb

Dataset URL: https://archive.ics.uci.edu/ml/datasets/Blood+Transfusion+Service+Center

Dataset Description

Dataset contains information about blood donors of the Blood Transfusion Service Center
Test URL Result (Target)
Recency (months): Number of months since last donation.
Frequency (times): Total number of donations.
Monetary (c.c. blood): Total blood donated in c.c.
Time (months): Number of months since first donation.
Target: whether he/she donated blood in March 2007.

Classifier Performance

performance

screenshot

Features with most weightage

performance

Team Members

  1. Ishjot Singh
  2. Prince Gaur
  3. Abhishek Saxena

fluidledger's People

Contributors

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