Update ai_text_detector_valid_final.py

ai_text_detector_valid_final.py

@@ -37,14 +37,26 @@ def detect_text(text):
             ai_scores.append(ai_score)
         except Exception as e:
             results[name] = {"error": str(e)}
+            
+    # ------------------ Final Score (Average) ------------------
+    try:
+        ai_scores, human_scores = [], []
 
-    # Final average score across models
-    if ai_scores:
-        avg_ai = np.mean(ai_scores) * 100
-        results["Final Score"] = {
-            "AI Probability (average)": round(avg_ai, 2),
-            "Human Probability (average)": round(100 - avg_ai, 2),
-        }
+        for r in results.values():
+            if isinstance(r, dict) and "AI Probability" in r and "Human Probability" in r:
+                ai_scores.append(r["AI Probability"])
+                human_scores.append(r["Human Probability"])
+
+        if ai_scores and human_scores:
+            avg_ai = sum(ai_scores) / len(ai_scores)
+            avg_human = sum(human_scores) / len(human_scores)
+
+            results["Final Score"] = {
+                "AI Probability (average)": float(round(avg_ai, 2)),
+                "Human Probability (average)": float(round(avg_human, 2))
+            }
+    except Exception as e:
+        results["Final Score"] = {"error": str(e)}
 
     return results