6.5 Evaluating Model Performance
Once a ML model is trained (like predicting who will buy a product or whether a message is spam), we need to measure the performance of the model. This helps in deciding if the model is accurate and reliable. In this section, we will explore important performance metrics with simple definitions and examples.