From 6444e579c3f3ed9708f8c3b0a151bea3a27e39ae Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francesc=20Mart=C3=AD=20Escofet?= Date: Mon, 24 Jun 2024 14:49:54 +0200 Subject: [PATCH] Improve shap example --- docs/examples/example_feature_importance_shap.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/examples/example_feature_importance_shap.ipynb b/docs/examples/example_feature_importance_shap.ipynb index 4a4a2b8..a42d8af 100644 --- a/docs/examples/example_feature_importance_shap.ipynb +++ b/docs/examples/example_feature_importance_shap.ipynb @@ -368,11 +368,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In these SHAP summary plots, the color and orientation of the plotted values help understand\n", + "In these SHAP summary plots, the color and orientation of the plotted values help us to understand\n", "their impact on model predictions.\n", "\n", "Each dot in the plot represents a single instance of the given feature present in the data set.\n", - "The x-axis conveys the Shapley value, signifying the strength and directionality of the\n", + "The x-axis displays the Shapley value, signifying the strength and directionality of the\n", "feature's impact. The y-axis displays a subset of the features in the model.\n", "\n", "The Shapley value, exhibited on the horizontal axis, is oriented such that values on the\n",