$$ Healthcare Data Analysis for Disease Prediction

Description: Predict the likelihood of diseases such as diabetes or heart disease using patient data.

$($Explain in detail how each step contributes to predicting the likelihood of heart disease using patient data.$)$

This project aims the following:

Data preprocessing and feature selection

Building predictive models

Model evaluation and comparison

Interpretation of model results and feature importance

$*$What is the likelihood of heart disease using patient data? $*$

$[1]!$pip$3$ install $-$U ucimlrepo

$[2]$ from ucimlrepo import fetch$\_$ucirepo, list$\_$available$\_$datasets

# check which datasets can be imported

list$\_$available$\_$datasets$()$

# import dataset

heart$\_$disease $=$ fetch$\_$ucirepo$($id$=45)$