Update README.md

README.md

@@ -16,7 +16,20 @@ should probably proofread and complete it, then remove this comment. -->
 
 # ijelid-bert-base-multilingual
 
-This model was trained from scratch on the None dataset.
+This model is a fine-tuned version of [BERT multilingual base model (cased)](https://huggingface.co/bert-base-multilingual-cased) on the Indonesian-Javanese-English code-mixed Twitter dataset.
+
+Label ID and its corresponding name:
+
+| Label ID        | Label Name                                | 
+|:---------------:|:------------------------------------------:
+| LABEL_0        | English (EN)                              | 
+| LABEL_1        | Indonesian (ID)                           |
+| LABEL_2        | Javanese (JV)                             |
+| LABEL_3        | Mixed Indonesian-English (MIX-ID-EN)      |
+| LABEL_4        | Mixed Indonesian-Javanese (MIX-ID-JV)     |
+| LABEL_5        | Mixed Javanese-English (MIX-JV-EN)        |
+| LABEL_6        | Other (O)                                 | 
+
 It achieves the following results on the evaluation set:
 - Loss: 0.3553
 - Precision: 0.9189
@@ -24,6 +37,12 @@ It achieves the following results on the evaluation set:
 - F1: 0.9187
 - Accuracy: 0.9451
 
+It achieves the following results on the test set:
+- Overall Precision: 0.9249
+- Overall Recall: 0.9251
+- Overall F1: 0.925
+- Overall Accuracy: 0.951
+
 ## Model description
 
 More information needed