Background Patients with heart failure (HF) frequently suffer from undetected declines in cardiorespiratory fitness (CRF), which significantly increases their risk of poor outcomes. However, current ...

A Hybrid Machine Learning Framework for Early Diabetes Prediction in Sierra Leone Using Feature Selection and Soft-Voting Ensemble ...

Objective Cardiovascular diseases (CVD) remain the leading cause of mortality globally, necessitating early risk identification to improve prevention and management strategies. Traditional risk ...

With the accelerating pace of urbanization, the issue of air pollution has become increasingly severe. Notably, carbon monoxide (CO), as a prevalent harmful gas, poses potential threats to both human ...

This project is built to predict passenger survival on the Titanic using supervised machine learning models. It follows a complete ML pipeline from data exploration to model evaluation.

EV Sales Prediction in India using Machine Learning. Forecasts electric vehicle sales across Indian states with interactive visualizations and a modern web UI.

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

Abstract: At every Olympic Games, the medal tally is often the focal point of global attention. In this paper, we take a different approach by leveraging regression analysis on historical data ...

Abstract: Pipeline failure prediction is crucial in ensuring optimal pipeline maintenance strategies. This work applies a Random Forest Regression model (RF) for failure prediction of pipeline using ...