Made changes in app.py

app.py

@@ -27,7 +27,7 @@ except Exception as e:
     classifier = pipeline("sentiment-analysis") 
 
 
-def predict_sentiment(text, threshold=0.21): 
+def predict_sentiment(text, threshold=0.2): # You set the threshold here
     results = classifier(text)[0]
     
     formatted = []
@@ -37,17 +37,20 @@ def predict_sentiment(text, threshold=0.21):
         label = res["label"].upper()
         score = res["score"]
         
+        # Check if the score is above the custom threshold
         if score >= threshold:
             active_labels.append(label)
             formatted.append(f"- **{label}** (ACTIVE): {round(score, 4)}")
         else:
             formatted.append(f"- {label}: {round(score, 4)}")
             
-    output = "### Active Emotions:\n"
+    output = "### Active Emotions (Threshold > " + str(threshold) + "):\n"
     if active_labels:
         output += ", ".join(active_labels) + "\n\n"
     else:
         output += "None detected above threshold.\n\n"
+        
+    output += "### All Emotion Scores:\n" + "\n".join(formatted)
     
     return output