update lime

mmxai/interpretability/classification/lime/lime_base.py

@@ -144,7 +144,7 @@ class LimeBase(object):
         n_txt_features,
         n_img_features,
         n_det_features,
-        feature_selection="auto",
+        feature_selection="none",
         model_regressor=None,
     ):
         """Takes perturbed data, labels and distances, returns explanation.

mmxai/interpretability/classification/lime/lime_multimodal.py

@@ -589,7 +589,7 @@ class LimeMultimodalExplainer(object):
             delta_txt = abs(calibrated_labels[-1][0] - calibrated_labels[0][0])
             delta_img = abs(calibrated_labels[-1][0] - calibrated_labels[1][0])
 
-            ratio_txt_img = max(min(10, delta_txt / delta_img), 0.1)
+            ratio_txt_img = max(min(100, delta_txt / delta_img), 0.01)
         except:
             dummy_text = ""
             dummy_image = np.zeros_like(self.image)