Codify-to-Classify

A simple nodejs app that uses various Classification Algorithms in Python to predict the admission status to a university based on 2 test scores.

It works upon past data from the university in a .csv format. The contents of the file are

1. Test1 Score
2. Test2 Score
3. Admission Status, 0 or 1 for a negative and positive result respectively

A sample .csv file has been provided in data folder for your kind perusal.

To achieve it, it uses 7 different Classification Algorithms and makes the final verdict by the results of a simple majority of 4:

These 7 algorithms are :

1. LogisticRegression
2. KNeighbors
3. SVC(linear)
4. SVC(rbf)
5. Gaussian
6. Decision Tree
7. Random Forest

Installation requirements 💻

Node
Python 3.6 or higher

To see it work:

clone this repository
cd into it
Change the path to Python as is in your machine
npm install
node app.js