diff --git a/experiments/03_football.ipynb b/experiments/03_football.ipynb
index bd8d5f1..d92366b 100644
--- a/experiments/03_football.ipynb
+++ b/experiments/03_football.ipynb
@@ -1421,8 +1421,8 @@
       "            \"Precision\": 0.4627647374365573,\n",
       "            \"Recall\": 0.5273189326556544\n",
       "        },\n",
-      "        \"test_time\": 0.027692346999174333,\n",
-      "        \"train_time\": 0.6480622440012667\n",
+      "        \"test_time\": 0.01769829506520182,\n",
+      "        \"train_time\": 0.5824753509368747\n",
       "    },\n",
       "    \"xgb\": {\n",
       "        \"performance\": {\n",
@@ -1431,8 +1431,8 @@
       "            \"Precision\": 0.4728104942149788,\n",
       "            \"Recall\": 0.5285895806861499\n",
       "        },\n",
-      "        \"test_time\": 0.014542924998750095,\n",
-      "        \"train_time\": 1.7841034670000226\n",
+      "        \"test_time\": 0.01739849301520735,\n",
+      "        \"train_time\": 2.277035239036195\n",
       "    },\n",
       "    \"xgb_hist\": {\n",
       "        \"performance\": {\n",
@@ -1441,8 +1441,8 @@
       "            \"Precision\": 0.4747655220586142,\n",
       "            \"Recall\": 0.5285895806861499\n",
       "        },\n",
-      "        \"test_time\": 0.016832898001666763,\n",
-      "        \"train_time\": 3.5759403450010723\n",
+      "        \"test_time\": 0.013859358034096658,\n",
+      "        \"train_time\": 2.4757352949818596\n",
       "    }\n",
       "}\n"
      ]