Update README.md

README.md

@@ -33,15 +33,18 @@ This model is a fine-tuned version of [microsoft/dit-base](https://huggingface.c
 It achieves the following results on the evaluation set:
 - Loss: 0.0786
 - Accuracy: 0.9767
-- Weighted f1: 0.9768
-- Micro f1: 0.9767
-- Macro f1: 0.9154
-- Weighted recall: 0.9767
-- Micro recall: 0.9767
-- Macro recall: 0.9019
-- Weighted precision: 0.9771
-- Micro precision: 0.9767
-- Macro precision: 0.9314
+- F1
+  - Weighted: 0.9768
+  - Micro: 0.9767
+  - Macro: 0.9154
+- Recall
+  - Weighted: 0.9767
+  - Micro: 0.9767
+  - Macro: 0.9019
+- Precision
+  - Weighted: 0.9771
+  - Micro: 0.9767
+  - Macro: 0.9314
 
 ## Model description
 
@@ -73,13 +76,12 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | Weighted f1 | Micro f1 | Macro f1 | Weighted recall | Micro recall | Macro recall | Weighted precision | Micro precision | Macro precision |
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | Weighted F1 | Micro F1 | Macro F1 | Weighted Recall | Micro Recall | Macro Recall | Weighted Precision | Micro Precision | Macro Precision |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:-----------:|:--------:|:--------:|:---------------:|:------------:|:------------:|:------------------:|:---------------:|:---------------:|
 | 0.1535        | 1.0   | 208  | 0.1126          | 0.9622   | 0.9597      | 0.9622   | 0.5711   | 0.9622          | 0.9622       | 0.5925       | 0.9577             | 0.9622          | 0.5531          |
 | 0.1195        | 2.0   | 416  | 0.0843          | 0.9738   | 0.9736      | 0.9738   | 0.8502   | 0.9738          | 0.9738       | 0.8037       | 0.9741             | 0.9738          | 0.9287          |
 | 0.0979        | 3.0   | 624  | 0.0786          | 0.9767   | 0.9768      | 0.9767   | 0.9154   | 0.9767          | 0.9767       | 0.9019       | 0.9771             | 0.9767          | 0.9314          |
 
-
 ### Framework versions
 
 - Transformers 4.28.1