Predicting Roblox Game Popularity Using Random Forest Algorithm: A Data Mining Approach to Analyze the Impact of Player Engagement and Game Features

This study explores the use of the Random Forest algorithm to predict the popularity of Roblox games based on key player engagement metrics such as Active players, Likes, Dislikes, Favourites, and Rating. Using a dataset of the top 1000 games on Roblox, the model was trained to predict the total num... View More