diff options
Diffstat (limited to 'Fundamentals_of_Accelerated_Data_Science/3-06_xgboost.ipynb')
| -rw-r--r-- | Fundamentals_of_Accelerated_Data_Science/3-06_xgboost.ipynb | 8 |
1 files changed, 5 insertions, 3 deletions
diff --git a/Fundamentals_of_Accelerated_Data_Science/3-06_xgboost.ipynb b/Fundamentals_of_Accelerated_Data_Science/3-06_xgboost.ipynb index c0ec348..654a782 100644 --- a/Fundamentals_of_Accelerated_Data_Science/3-06_xgboost.ipynb +++ b/Fundamentals_of_Accelerated_Data_Science/3-06_xgboost.ipynb @@ -569,7 +569,9 @@ "## Inspecting the Model ##\n", "We can examine the model in several ways. First, we can see which features the model believes to be most important in its assessment. Higher F scores indicate higher estimated importance.\n", "\n", - "There appears to be a strong geospatial component to the infection distribution, since the easting and northing features have the highest F scores. In addition, age appears to have a stronger impact than sex in determining infection rates (consistent with the results we received from the logistic regression analysis)." + "There appears to be a strong geospatial component to the infection distribution, since the easting and northing features have the highest F scores. In addition, age appears to have a stronger impact than sex in determining infection rates (consistent with the results we received from the logistic regression analysis).\n", + "\n", + "https://en.wikipedia.org/wiki/F-score" ] }, { @@ -710,7 +712,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -738,7 +740,7 @@ " xlabel=\"False Positive Rate\",\n", " ylabel=\"True Positive Rate\",\n", ")\n", - "ax.legend(loc='lower right');\n", + "ax.legend(loc='lower right')\n", "plt.show()" ] }, |