Update app.py

app.py

@@ -87,11 +87,11 @@ def classify_image(image):
 
     # Get probabilities for all classes
     probabilities = loaded_svm_model.predict_proba(image_features)[0]
-    prediction_scores = [
-        f"{label}: {prob:.4f}"
-        for label, prob in zip(class_labels, probabilities)
-    ]
-    predicted_scores = "\n".join(prediction_scores)
+
+    # Convert prediction scores to percentages
+    prediction_scores_percentages = [f"{score * 100:.2f}%" for score in probabilities]
+
+    predicted_scores = "\n".join([f"{label}: {score}" for label, score in zip(class_labels, prediction_scores_percentages)])
 
     # Get key facts about the predicted mineral
     mineral_key_facts = mineral_facts.get(predicted_class_name, "No key facts available for this mineral.")
@@ -103,7 +103,6 @@ def classify_image(image):
 
 
 
-
 DESCRIPTION = '''
 <div>
 <h1 style="text-align: center;">Microscopic Mineral Identification App</h1>