![should we calculate F1-score with micro-average or macro-average? · Issue #26 · ai-forever/ner-bert · GitHub should we calculate F1-score with micro-average or macro-average? · Issue #26 · ai-forever/ner-bert · GitHub](https://user-images.githubusercontent.com/43842380/69053773-26e84980-0a45-11ea-8732-4f790227b0e6.png)
should we calculate F1-score with micro-average or macro-average? · Issue #26 · ai-forever/ner-bert · GitHub
![A visual way to think of macro and micro averages in classification metrics | by Ehud Karavani | Medium A visual way to think of macro and micro averages in classification metrics | by Ehud Karavani | Medium](https://miro.medium.com/v2/resize:fit:1138/1*f3EHgDGx0s36zLjfVBrlLA.png)
A visual way to think of macro and micro averages in classification metrics | by Ehud Karavani | Medium
![Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science](https://miro.medium.com/v2/resize:fit:1400/1*RZm5pjRCsCO_pO6WTJmQdg.png)
Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science
![Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science](https://miro.medium.com/v2/resize:fit:1400/1*94OMheCVrz93jvmClz1NQg.png)
Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science
![Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science](https://miro.medium.com/v2/resize:fit:1400/1*_OB039HhiGEuGpTfQtfH8Q.png)
Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science
![Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science](https://miro.medium.com/v2/resize:fit:1400/1*0SN1NHpAz154YOjgBLCCYw.png)
Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science
![Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science](https://miro.medium.com/v2/resize:fit:1400/1*vLFtzVb2MaFcs2cECuTO5Q.png)
Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science
![machine learning - Macro and micro average for imbalanced binary classes - Data Science Stack Exchange machine learning - Macro and micro average for imbalanced binary classes - Data Science Stack Exchange](https://i.stack.imgur.com/nzP8H.png)
machine learning - Macro and micro average for imbalanced binary classes - Data Science Stack Exchange
![Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science](https://miro.medium.com/v2/resize:fit:1400/1*_eBz3kmapxbV9_h7y7mQsQ.png)
Micro, Macro & Weighted Averages of F1 Score, Clearly Explained | by Kenneth Leung | Towards Data Science
Micro-and macro-average ROC curves for the multiclass classification of... | Download Scientific Diagram
![What are the differences between micro, macro, and weighted averages and why should you care? | by Mohammad Badhruddouza Khan | Bootcamp What are the differences between micro, macro, and weighted averages and why should you care? | by Mohammad Badhruddouza Khan | Bootcamp](https://miro.medium.com/v2/resize:fit:474/1*Pl235-PCPoSvKrAAvBH8yQ.png)
What are the differences between micro, macro, and weighted averages and why should you care? | by Mohammad Badhruddouza Khan | Bootcamp
![A visual way to think of macro and micro averages in classification metrics | by Ehud Karavani | Medium A visual way to think of macro and micro averages in classification metrics | by Ehud Karavani | Medium](https://miro.medium.com/v2/resize:fit:1400/1*fZbppIitaFcpUawKYolWTA.png)
A visual way to think of macro and micro averages in classification metrics | by Ehud Karavani | Medium
![The macro average and micro average of the F-measure of different MGMFN... | Download Scientific Diagram The macro average and micro average of the F-measure of different MGMFN... | Download Scientific Diagram](https://www.researchgate.net/publication/377496923/figure/fig4/AS:11431281218518462@1705634305651/The-macro-average-and-micro-average-of-the-F-measure-of-different-MGMFN-architectures.png)
The macro average and micro average of the F-measure of different MGMFN... | Download Scientific Diagram
![machine learning - Can Micro-Average Roc Auc Score be larger than Class Roc Auc Scores - Data Science Stack Exchange machine learning - Can Micro-Average Roc Auc Score be larger than Class Roc Auc Scores - Data Science Stack Exchange](https://i.stack.imgur.com/SFA9h.png)
machine learning - Can Micro-Average Roc Auc Score be larger than Class Roc Auc Scores - Data Science Stack Exchange
![model evaluations - Micro Average vs Macro average Performance in a Multiclass classification setting - Data Science Stack Exchange model evaluations - Micro Average vs Macro average Performance in a Multiclass classification setting - Data Science Stack Exchange](https://i.stack.imgur.com/Nh4Yl.png)