Update README.md

README.md

@@ -18,12 +18,19 @@ should probably proofread and complete it, then remove this comment. -->
 # bert-finetuned-gesture-prediction-9-classes
 
 This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the None dataset.
-It achieves the following results on the evaluation set:
-- Loss: 0.8391
-- Accuracy: 0.8443
-- Precision: 0.8461
-- Recall: 0.8443
-- F1: 0.8422
+It achieves the following results on the validation set:
+- Loss: 0.6948 
+- Accuracy: 0.8332 
+- Precision: 0.8352
+- Recall: 0.8332
+- F1: 0.8311
+
+It achieves the following results on the test set:
+- Loss: 0.6337
+- Accuracy: 0.8297 
+- Precision: 0.8365
+- Recall: 0.8297
+- F1: 0.8281
 
 ## Model description
 
@@ -35,7 +42,7 @@ More information needed
 
 ## Training and evaluation data
 
-More information needed
+The model has been trained with the qfrodicio/gesture-prediction-9-classes dataset
 
 ## Training procedure
 
@@ -43,6 +50,7 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 2e-05
+- weight_decay: 0.01
 - train_batch_size: 16
 - eval_batch_size: 16
 - seed: 42