From 4024fbc40dec42cb8258812a1a8595421658769b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Aur=C3=A9lien=20Geron?= <ageron@users.noreply.github.com>
Date: Wed, 18 May 2022 15:46:28 +1200
Subject: [PATCH] Add n_jobs=-1 for the BaggingClassifier

---
 07_ensemble_learning_and_random_forests.ipynb | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/07_ensemble_learning_and_random_forests.ipynb b/07_ensemble_learning_and_random_forests.ipynb
index 70bc221..b204628 100644
--- a/07_ensemble_learning_and_random_forests.ipynb
+++ b/07_ensemble_learning_and_random_forests.ipynb
@@ -342,7 +342,7 @@
      "data": {
       "text/plain": [
        "BaggingClassifier(base_estimator=DecisionTreeClassifier(), max_samples=100,\n",
-       "                  n_estimators=500, random_state=42)"
+       "                  n_estimators=500, n_jobs=-1, random_state=42)"
       ]
      },
      "execution_count": 12,
@@ -355,7 +355,7 @@
     "from sklearn.tree import DecisionTreeClassifier\n",
     "\n",
     "bag_clf = BaggingClassifier(DecisionTreeClassifier(), n_estimators=500,\n",
-    "                            max_samples=100, random_state=42)\n",
+    "                            max_samples=100, n_jobs=-1, random_state=42)\n",
     "bag_clf.fit(X_train, y_train)"
    ]
   },
@@ -438,7 +438,7 @@
    ],
    "source": [
     "bag_clf = BaggingClassifier(DecisionTreeClassifier(), n_estimators=500,\n",
-    "                            oob_score=True, random_state=42)\n",
+    "                            oob_score=True, n_jobs=-1, random_state=42)\n",
     "bag_clf.fit(X_train, y_train)\n",
     "bag_clf.oob_score_"
    ]
@@ -2058,7 +2058,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.12"
+   "version": "3.9.10"
   },
   "nav_menu": {
    "height": "252px",