diff --git a/docs/examples/example_lime.ipynb b/docs/examples/example_lime.ipynb
index 920f06f8..5b1a9fdd 100644
--- a/docs/examples/example_lime.ipynb
+++ b/docs/examples/example_lime.ipynb
@@ -361,7 +361,7 @@
    "metadata": {},
    "source": [
     "In these plots, the green bars signify that the corresponding feature referenced on the\n",
-    "y-axis, positively impacts CATE estimation. On the other side, the red bars, represent\n",
+    "y-axis, increases the CATE estimate. On the other side, the red bars, represent\n",
     "features that negatively impact the CATE estimation.\n",
     "Furthermore, the length of these coloured bars corresponds to the magnitude of each feature's\n",
     "contribution towards the model prediction. Therefore, the longer the bar, the more\n",