Update app.py

app.py

@@ -316,25 +316,6 @@ if press_me_button:
         "human": "Human-Written"
     }
 
-
-    max_cnn_prob_name = sorted_probabilities[0][0]
-    max_cnn_prob = float(sorted_probabilities[0][1])
-
-    def classify_human_or_ai(ridge_prob, extra_trees_prob, cnn_prob):
-        threshold = 0.5  # You can adjust this threshold as needed
-        # Convert to float before comparison
-        if max(float(ridge_prob), float(extra_trees_prob), float(cnn_prob)) < threshold:
-            return "Human-Written"
-        else:
-            return "AI Generated"
-
-    # Determine the classification
-    classification = classify_human_or_ai(max_cnn_prob, max(ridge_prediction), max(extra_trees_prediction))
- 
-    # Display the classification result
-    with st.expander("Classification Result"):
-        st.write(f"The input text is classified as: **{classification}**")
-
     cnn_name, ridge_name, extra_trees_name = get_author_display_name(predicted_author, ridge_prediction, extra_trees_prediction)
     with st.expander("Prediction Details (Click Here)..."):
         st.write(f"Ridge: {ridge_name}")
@@ -347,15 +328,12 @@ if press_me_button:
             st.write(f"{display_name}: {prob * 100:.2f}%")
             st.progress(float(prob))
             
-    
+    max_cnn_prob_name = sorted_probabilities[0][0]
+    max_cnn_prob = float(sorted_probabilities[0][1])
 
     if word_count < 10.0 or word_count > 1081.0:
         st.warning("For better prediction input texts between 10 and 1081", icon="ℹ️")
 
-    elif classification == "Human-Written":
-        st.success("The input text is classified as **Human-Written**.", icon="✅")
-        st.info("We are quite confident in the accuracy of this result.", icon="ℹ️")
-        
     elif word_count < 256: 
         if ridge_prediction == extra_trees_prediction == predicted_author:
             st.success(f"Most likely written by: **{cnn_name}**", icon="✅")
@@ -398,6 +376,7 @@ if press_me_button:
             st.success(f"2- **{cnn_name}**", icon="✅")
             st.success(f"3- **{extra_trees_name}**", icon="✅")
 
+
  
 
 # Using expander to make FAQ sections
@@ -454,3 +433,4 @@ with st.expander("Can I use this as evidence?"):
     """)
 
 
+