Precision, recall and F1-score

Metrics are important. If you are careless with them you will have a bad time comparing algorithms. That's why we will dive deeper into metrics in the next few videos. To get things started, let's dive into precision, recall and the F1 score. These metrics are common, but they are also intimately related. 00:00 Introduction 00:30 Example 04:46 Shape of F1 score 06:37 Code Appendix with notebooks: https://github.com/probabl-ai/youtube... Website: https://probabl.ai/ LinkedIn:   / probabl   Twitter: https://x.com/probabl_ai Bluesky: https://bsky.app/profile/probabl.bsky... Discord: https://discord.probabl.ai We also host a podcast called Sample Space, which you can find on your favourite podcast player. All the links can be found here: https://rss.com/podcasts/sample-space/ #probabl