ML Ticket

[DavidL0914]

• Made ML to calculate the percent chance of having diabetes by inputting height, weekly sugar intake, weekly activity in hours, approximate bodyfat, and age.
• Already integrated in CPT project, relates as CPT project is about food and recipes. ML section can help users track their health.

Screenshot of ML Page:

Demo:

Frontend code: Getting the input values from user input

Sending prediction request with fetch

Backend code: Math to get probabilities

Logistic Regression Model and getting user input

Generated CSV file

[DavidL0914]

My commits:

Backend:

Adding in API Model

Math for model

Frontend: Adding animation for UI