When working on machine learning classification tasks, selecting the best model often involves analyzing various performance metrics like accuracy, precision, recall, and F1-score. In this post, I’ll walk you through how I evaluated and selected the best model for my dataset. The Dataset and Models I trained several machine learning models on my dataset, including: