From c2d5a87137fd0927fbeaf343907a2ebfb5dcd846 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Aur=C3=A9lien=20Geron?= <ageron@users.noreply.github.com>
Date: Thu, 1 Feb 2024 09:17:56 +1300
Subject: [PATCH] Rename svm_clf to svm_reg in chapter 5 exercise, fixes #120

---
 05_support_vector_machines.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/05_support_vector_machines.ipynb b/05_support_vector_machines.ipynb
index 31cd016..c8861a3 100644
--- a/05_support_vector_machines.ipynb
+++ b/05_support_vector_machines.ipynb
@@ -2481,13 +2481,13 @@
     "from sklearn.model_selection import RandomizedSearchCV\n",
     "from scipy.stats import loguniform, uniform\n",
     "\n",
-    "svm_clf = make_pipeline(StandardScaler(), SVR())\n",
+    "svm_reg = make_pipeline(StandardScaler(), SVR())\n",
     "\n",
     "param_distrib = {\n",
     "    \"svr__gamma\": loguniform(0.001, 0.1),\n",
     "    \"svr__C\": uniform(1, 10)\n",
     "}\n",
-    "rnd_search_cv = RandomizedSearchCV(svm_clf, param_distrib,\n",
+    "rnd_search_cv = RandomizedSearchCV(svm_reg, param_distrib,\n",
     "                                   n_iter=100, cv=3, random_state=42)\n",
     "rnd_search_cv.fit(X_train[:2000], y_train[:2000])"
    ]