Machine Learning, Data Science, Python, Statistics, Evaluation Metric.
needs to be balanced. This is common in applications like fraud detection or medical diagnosis. Understanding the F1 score provides a holistic view of your model's performance, considering both the precision and recall aspects. It is a go-to metric when seeking a balanced evaluation in scenarios