Improve LIME plots explanation

Quantco · Jun 24, 2024 · ae34bed · ae34bed
1 parent 173c2a2
commit ae34bed
Showing 1 changed file with 3 additions and 3 deletions.
diff --git a/docs/examples/example_lime.ipynb b/docs/examples/example_lime.ipynb
@@ -362,9 +362,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "In these plots, the green bars signify that the corresponding feature referenced on the\n",
-    "y-axis, increases the CATE estimate. On the other side, the red bars, represent\n",
-    "features that reduce CATE estimates.\n",
+    "In these plots, the green bars signify that the presence of the corresponding feature\n",
+    "referenced on the y-axis, increases the CATE estimate for that observation, whereas, the\n",
+    "red bars represent that the feature presence in the observation reduces the CATE.\n",
     "Furthermore, the length of these colored bars corresponds to the magnitude of each feature's\n",
     "contribution towards the model prediction. Therefore, the longer the bar, the more\n",
     "significant the impact of that feature on the model prediction.\n",