arthur/handson-ml3
1
0
Fork 0
mirror of https://github.com/ArthurDanjou/handson-ml3.git synced 2026-01-14 12:14:36 +01:00
Code Issues Packages Projects Releases Wiki Activity

Rename scipy.stats.reciprocal with loguniform, fixes #44

Browse Source
This commit is contained in:
Aurélien Geron
2023-02-18 21:46:54 +13:00
parent 2f8f998165
commit ec67c6962c
2 changed files with 19 additions and 19 deletions
Download Patch File Download Diff File Expand all files Collapse all files

8
05_support_vector_machines.ipynb
View File

@@ -2186,10 +2186,10 @@
],
"source": [
"from sklearn.model_selection import RandomizedSearchCV\n",
"from scipy.stats import reciprocal, uniform\n",
"from scipy.stats import loguniform, uniform\n",
"\n",
"param_distrib = {\n",
" \"svc__gamma\": reciprocal(0.001, 0.1),\n",
" \"svc__gamma\": loguniform(0.001, 0.1),\n",
" \"svc__C\": uniform(1, 10)\n",
"}\n",
"rnd_search_cv = RandomizedSearchCV(svm_clf, param_distrib, n_iter=100, cv=5,\n",
@@ -2472,12 +2472,12 @@
"source": [
"from sklearn.svm import SVR\n",
"from sklearn.model_selection import RandomizedSearchCV\n",
"from scipy.stats import reciprocal, uniform\n",
"from scipy.stats import loguniform, uniform\n",
"\n",
"svm_clf = make_pipeline(StandardScaler(), SVR())\n",
"\n",
"param_distrib = {\n",
" \"svr__gamma\": reciprocal(0.001, 0.1),\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",