schuetoliver
/
handson-ml
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

Rename svm_clf to svm_reg in chapter 5 exercise, fixes #120

main
Aurélien Geron 2024-02-01 09:17:56 +13:00
parent 123a9a1b38
commit c2d5a87137
1 changed files with 2 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

4
05_support_vector_machines.ipynb
View File

@ -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])"
]