Update README.md

README.md

@@ -15,16 +15,16 @@ should probably proofread and complete it, then remove this comment. -->
 
 # food_type_classification_model
 
-Easily classify any food product into Plant-based(*PLANT_BASED*) or Animal-based(*ANIMAL_BASED*) based on ingredients or product title.
+Easily classify any food product into Plant-based(**PLANT_BASED**) or Animal-based(**ANIMAL_BASED**) based on ingredients or product title.
 
-This model was trained using a dataset from [USDA FoodData Central](https://fdc.nal.usda.gov/download-datasets.html) which contains 
+This model was trained using a dataset from **[USDA FoodData Central](https://fdc.nal.usda.gov/download-datasets.html)** which contains 
 the ANIMAL_BASED and PLANT_BASED classification labels based on the available protein type in a food product. 
 
 
 This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0249
-- Accuracy: 0.9940
+- **Loss: 0.0249**
+- **Accuracy: 0.9940**
 
 ## Model description