Update app.py

app.py

@@ -66,10 +66,7 @@ def analyse_comment(comment):
 iface = gr.Interface(
     fn=analyse_comment,
     inputs=gr.Textbox(lines=3, placeholder="Please enter a comment for analysis..."),
-    outputs=[
-        gr.Label(num_top_classes=1, label="Predicted Sentiment"),
-        gr.Label(num_top_classes=1, label="Predicted Toxicity")
-    ],
+    outputs=gr.JSON(label="Prediction Results"),
     title="Comment Sentiment and Toxicity Classifier",
     description="This tool classifies the sentiment and the most probable type of toxicity in a given comment. It utilises a custom multi-task learning BERT model. Developed for academic demonstration purposes in Australia."
 )