Update gradio_interface.py

gradio_interface.py

@@ -44,19 +44,19 @@ def evaluate_text(input_text):
     # Additional classification report
     report = classification_report(ground_truth_labels_list, [1 if prob > threshold else 0 for prob in predicted_labels_list])
 
-    # Construct output dictionary
-    output_dict = {
-        "PredictedLabels": predicted_labels,
-        "EvaluationMetrics": {
-            "Accuracy": accuracy,
-            "Precision": precision,
-            "Recall": recall,
-            "F1-Score": f1,
-            "ClassificationReport": report
-        }
-    }
+    # # Construct output dictionary
+    # output_dict = {
+    #     "PredictedLabels": predicted_labels,
+    #     "EvaluationMetrics": {
+    #         "Accuracy": accuracy,
+    #         "Precision": precision,
+    #         "Recall": recall,
+    #         "F1-Score": f1,
+    #         "ClassificationReport": report
+    #     }
+    # }
     
-    return output_dict
+    # return output_dict
 
 # Gradio Interface
 iface = gr.Interface(fn=evaluate_text, inputs="text", outputs="json", title="Text Evaluation-Manjinder", description="Enter your text")