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main/utils.py

@@ -15,7 +15,7 @@ except:
     raise FileNotFoundError("Failed to load file having model metadata")
 
 # Intialize lime explainer with class names
-_global_explainer = LimeTextExplainer(class_names=["hate", "non-hate"])
+_global_explainer = LimeTextExplainer(class_names=["hate", "non-hate"], bow=False)
 
 class LimeExplainer:
     def __init__(self):
@@ -53,7 +53,7 @@ class LimeExplainer:
             tweet,
             self._get_prediction_explaination,
             num_features=5,
-            num_samples=50
+            num_samples=20
         )
         return round_dict_values(dic = dict(explanation.as_list()))