Reduce polynomial degree from 60 to 30 to avoid infinity error since sklearn 1.0

2021-10-11 09:29:04 +13:00 · 2021-10-11 09:29:04 +13:00 · 35c84808ed
parent 59b6c5c72b
commit 35c84808ed
1 changed files with 1 additions and 1 deletions
--- a/01_the_machine_learning_landscape.ipynb
+++ b/01_the_machine_learning_landscape.ipynb
@ -687,7 +687,7 @@
    "from sklearn import preprocessing\n",
    "from sklearn import pipeline\n",
    "\n",
-    "poly = preprocessing.PolynomialFeatures(degree=60, include_bias=False)\n",
+    "poly = preprocessing.PolynomialFeatures(degree=30, include_bias=False)\n",
    "scaler = preprocessing.StandardScaler()\n",
    "lin_reg2 = linear_model.LinearRegression()\n",
    "\n",