F1 Score Explained: Theory to Practice

Try CodeCrafters for free using my referral link: https://app.codecrafters.io/join?via=... In this video I go through a detailed explanation of the F1 score for classification models and how to interpret this score in practice. 📖CHAPTERS 00:00 - Introduction 01:00 - Financial Health Score Challenge 01:36 - Interactive Classification Demo 03:34 - How to Read a Confusion Matrix 07:01 - Accuracy 09:09 - Precision 10:56 - Recall 12:27 - F1-Score 16:19 - Why use the Harmonic Mean? 21:04 - Applying this in Practice 28:39 - Outro and Thanks! 🔗LINKS How to Build a Classification Model:    • How to Build a Classification Model End-to...   GitHub Repo: https://github.com/trentpark8800/how-... Wikipedia: https://en.wikipedia.org/wiki/F-score Google Dev Course: https://developers.google.com/machine... Zindi Challenge: https://zindi.africa/competitions/dat... 💵SUPPORT THE CHANNEL Become a channel member:    / @trentdoesmath   Direct, once off transfers: https://www.paypal.com/paypalme/trent...