smoking prediction

Model Perspective

Aug 5, 2023 · Artificial Intelligence

Can a Random Forest Predict Smoking Habits? 79% Accuracy Explained

This article analyzes a biomedical dataset to identify key factors influencing smoking status, performs descriptive and exploratory data analysis, selects important features with a Random Forest, builds a predictive model achieving about 79% accuracy, and discusses evaluation metrics and future improvements.