intial commit (forked from private repo)

2025-04-11 11:08:28 +02:00
commit 3bdd37f46c
154 changed files with 45901 additions and 0 deletions
--- a/extracted_cells/cell14.py
+++ b/extracted_cells/cell14.py
@ -0,0 +1,12 @@
+# Feature Importance
+feature_importance = pd.DataFrame({
+    'Feature': X_train.columns,
+    'Importance': rf_model.feature_importances_
+}).sort_values('Importance', ascending=False)
+
+plt.figure(figsize=(12, 8))
+sns.barplot(x='Importance', y='Feature', data=feature_importance.head(15))
+plt.title('Feature Importance')
+plt.tight_layout()
+plt.savefig('output/Feature_Importance.png', dpi=300)
+plt.show()