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In this project, we try to predict whether someone is diabetic or not by using data mining techniques and approaches more accurately by combining the results of various machine learning (ML) techniques particularly K-Nearest Neighbors (KNN).

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thenomaniqbal/Diabetes-prediction

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Diabetes-prediction


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Diabetes-prediction

In this i've tried to predict the probability of a person having diabetes based on some data fields...
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View Codes · Report Bug / Documentation / Paper -> thenomaniqbal@gmail.com

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Project

thenomaniqbal, Diabetes-prediction, thenomaniqbal@gmail.com

Built With

Getting Started

Clone the repo and extract it ....

Prerequisites

This is the list of things you need to use the software and how to install them.

  • Python
Version python 3.8 <
  • Pandas
  • sklearn
  • numpy
  • matplotlib
  • flask

Installation

  1. Clone the repo
git clone https://github.com/thenomaniqbal/Diabetes-prediction.git

  1. Install Python Libraries
pip install pandas,sklearn,numpy,matplotlib,flask

  1. Required Imports:
import numpy as np
import pandas as pd
import matplolib.pyplot as plt
from flask import Flask,request, url_for, redirect, render_template
import pickle

Contributers

Noman Iqbal, Ismahane Merzouk, Mashood Ali

Contact

Name - NomanIqbal

Project Link: https://github.com/thenomaniqbal/Diabetes-prediction/

References

  • Stackoverflow
  • flask

About

In this project, we try to predict whether someone is diabetic or not by using data mining techniques and approaches more accurately by combining the results of various machine learning (ML) techniques particularly K-Nearest Neighbors (KNN).

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