The Definitive Guide to the Matthews Correlation Coefficient
What is the Accuracy performance metric and how is it different from Precision, Recall, and F1 Score?
► Website with supporting material: https://felipepenha.github.io/data-science-bits/
► Confusion Matrix video: https://youtu.be/ULRGgTAGDrA
► Accuracy video: https://youtu.be/sSsdy6Sy9_8
► Performance Metrics Playlist:
https://www.youtube.com/playlist?list=PLAyz_McAak4kdOqpribZk3pyw3NSNHb3q
► Feel free to send me questions over LinkedIn or YouTube comment sections!
► My Linktree profile: https://linktr.ee/felipepenha
⏱️ Index ⏱️
0:00 - Intro
0:42 - Confusion Matrix, Accuracy, and MCC
3:08 - MCC limits
4:53 - MCC vs threshold (balanced)
7:08 - MCC vs threshold (unbalanced)
8:04 - Meme
8:22 - Conclusion
✒️ Image Credits
[1] Deepkapha.ai Meme on LinkedIn:
https://www.linkedin.com/posts/digitalis-kapha-b-v-_accuracy-activity-6739112955754885120-CnRX
Видео The Definitive Guide to the Matthews Correlation Coefficient канала Data Science Bits
► Website with supporting material: https://felipepenha.github.io/data-science-bits/
► Confusion Matrix video: https://youtu.be/ULRGgTAGDrA
► Accuracy video: https://youtu.be/sSsdy6Sy9_8
► Performance Metrics Playlist:
https://www.youtube.com/playlist?list=PLAyz_McAak4kdOqpribZk3pyw3NSNHb3q
► Feel free to send me questions over LinkedIn or YouTube comment sections!
► My Linktree profile: https://linktr.ee/felipepenha
⏱️ Index ⏱️
0:00 - Intro
0:42 - Confusion Matrix, Accuracy, and MCC
3:08 - MCC limits
4:53 - MCC vs threshold (balanced)
7:08 - MCC vs threshold (unbalanced)
8:04 - Meme
8:22 - Conclusion
✒️ Image Credits
[1] Deepkapha.ai Meme on LinkedIn:
https://www.linkedin.com/posts/digitalis-kapha-b-v-_accuracy-activity-6739112955754885120-CnRX
Видео The Definitive Guide to the Matthews Correlation Coefficient канала Data Science Bits
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