The Definitive Guide to F1 Score

Learn what is the F1 Score that is defined from Precision and Recall performance metrics.
►Website with supporting material: https://felipepenha.github.io/data-science-bits/
►Confusion Matrix video: https://youtu.be/ULRGgTAGDrA

► Feel free to send me questions over LinkedIn or YouTube comment sections!

► My Linktree profile: https://linktr.ee/felipepenha

⏱️ Index ⏱️
0:00 - Intro
0:30 - Recall and Precision
1:37 - F1 Score and the Harmonic Mean
3:26 - Visualization
6:23 - Conclusion

Тэги:

#Data_Science #Machine_Learning #Artificial_Intelligence #Analytics #Statistics #ML #AI #DS #Data_Analytics #Data_Science_Bits #Ciência_de_Dados #Aprendizado_de_Máquina #Inteligência_Artificial #Data #Precision #Recall #Precision_vs_Recall #Average_Precision #AP #ROC #AUC #Receiver_Operating_Characteristic #Area_Under_the_Curve #Performance_Metrics #plotly #Confusion_Matrix

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