A machine learning-powered web application that predicts the price of used cars based on essential input features such as brand, model, year of purchase, fuel type, and kilometers driven. This project ...

The Random Forest algorithm is a powerful machine learning technique often used for regression problems, such as predicting stock prices [29]. By adjusting parameters and hyperparameters, it is ...

Linear Regression performs the task to predict a dependent variable value (y) based on a given independent variable (x). Lasso Regression is a regression analysis method that performs both variable ...

In many business fields that are related to statistics and machine learning (ML), multiple linear regression (MLR) models are often used to estimate and fit a linear relationship between a continuous ...