Implementing Supervised Learning: Best Practices and Common Pitfalls

Supervised learning is a fundamental machine learning technique where models are trained on labeled data. This method allows algorithms to make predictions or classifications based on input-output pairs. However, achieving effective supervised learning involves more than just feeding data into a model. It requires careful consideration