Update get_feature_names -> get_feature_names_out due to newer version of scikit-learn (>=1.2)

Author: gustavocidornelas

examples/tabular-classification/documentation-tutorial/tabular-tutorial-part-1.ipynb

@@ -218,7 +218,7 @@
                 "    df = df.copy(True)\n",
                 "    df.reset_index(drop=True, inplace=True) # Causes NaNs otherwise\n",
                 "    for feature, enc in encoders.items():\n",
-                "        enc_df = pd.DataFrame(enc.transform(df[[feature]]).toarray(), columns=enc.get_feature_names([feature]))\n",
+                "        enc_df = pd.DataFrame(enc.transform(df[[feature]]).toarray(), columns=enc.get_feature_names_out([feature]))\n",
                 "        df = df.join(enc_df)\n",
                 "        df = df.drop(columns=feature)\n",
                 "    return df"
@@ -599,7 +599,7 @@
                 "        for feature, enc in self.encoders.items():\n",
                 "            enc_df = pd.DataFrame(\n",
                 "                enc.transform(df[[feature]]).toarray(),\n",
-                "                columns=enc.get_feature_names([feature]),\n",
+                "                columns=enc.get_feature_names_out([feature]),\n",
                 "            )\n",
                 "            df = df.join(enc_df)\n",
                 "            df = df.drop(columns=feature)\n",