/Parkinson-s

App to Detect Parkinson's Disease

Primary LanguagePython

Parkinson's Disease:

 A disorder of the central nervous system that affects movement, often including tremors.
 Shows symptoms in Voice.

Simple GUI Application to Detect Parkinson's Disease using Adaptive Boosting algorithm.

Tools Used:

Python, TKinter(GUI in python)

The Application has 2 files

  1. algorithm.py: This file has to be run first. It pre-processes the dataset and trains AdaBoost algorithm on the data. The model is then saved to the disk using Pickle.
  2. Interface.py: An interface is created that accepts new patient data. The interface accepts csv and excel file only. The model saved to the disk is accessed and used to classify the new data as Diagnosed or not.