{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "39329df3-1f99-4b11-9405-5969d52368a7",
   "metadata": {},
   "source": [
    "# XGBoost & Hyperopt Example"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c7d5f0ab-33cd-40f2-82e7-fb2747f04f89",
   "metadata": {},
   "source": [
    "Example showing how to use the Hyperopt library (http://hyperopt.github.io) for Bayesian hyperparameter optimization (via tree of parzen estimator)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7f61a90e-a119-4bd0-af21-38604c5b4eec",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scikit-learn: 1.0\n",
      "hyperopt    : 0.2.5\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%load_ext watermark\n",
    "%watermark -p scikit-learn,hyperopt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f0489c2-dd9c-4e71-a78c-e01201762b37",
   "metadata": {},
   "source": [
    "## Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "271b17ff-5ea4-4161-8b7f-20ba8131d666",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Train/Valid/Test sizes: 398 80 171\n"
     ]
    }
   ],
   "source": [
    "from sklearn import model_selection\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn import datasets\n",
    "\n",
    "\n",
    "data = datasets.load_breast_cancer()\n",
    "X, y = data.data, data.target\n",
    "\n",
    "X_train, X_test, y_train, y_test = \\\n",
    "    train_test_split(X, y, test_size=0.3, random_state=1, stratify=y)\n",
    "\n",
    "X_train_sub, X_valid, y_train_sub, y_valid = \\\n",
    "    train_test_split(X_train, y_train, test_size=0.2, random_state=1, stratify=y_train)\n",
    "\n",
    "print('Train/Valid/Test sizes:', y_train.shape[0], y_valid.shape[0], y_test.shape[0])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0affc454-9f07-48e6-bcee-e6253d968247",
   "metadata": {},
   "source": [
    "## Hyperopt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "53282fd6-1292-4b4d-a0b7-980707d61c3c",
   "metadata": {},
   "outputs": [],
   "source": [
    "from hyperopt import Trials, STATUS_OK, tpe, hp, fmin\n",
    "import hyperopt.pyll.stochastic"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5435889f-3cd7-45cd-abb2-632e3b034194",
   "metadata": {},
   "source": [
    "Some random sampling examples:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "7ca6f8f6-0c78-434a-8121-a83b5708e143",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.2158302722972576"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hyperopt.pyll.stochastic.sample(hp.loguniform('test', 1e-5, 1)) # range e^{low} to e^{high}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "b2adc867-2d5a-44bd-8115-195ed53d6a7e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.3"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hyperopt.pyll.stochastic.sample(hp.qloguniform('test', 1e-5, 1, 0.1)) # rounded to 0.1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "9a6bb270-d2a1-4179-a770-39bad5a8332c",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.model_selection import cross_val_score\n",
    "from sklearn.tree import DecisionTreeClassifier\n",
    "from xgboost import XGBClassifier\n",
    "import numpy as np\n",
    "\n",
    "\n",
    "\n",
    "params =  {\n",
    "        \"n_estimators\": hp.choice(\"n_estimators\", [30, 50, 100, 300]),\n",
    "        \"learning_rate\": hp.choice(\"learning_rate\", [0.01]),\n",
    "        \"lambda\": hp.loguniform(\"lambda\", 1e-8, 1.0),\n",
    "        \"alpha\": hp.loguniform(\"alpha\", 1e-8, 1.0),\n",
    "}\n",
    "\n",
    "\n",
    "def optimization_objective(params):\n",
    "\n",
    "    model = XGBClassifier(random_state=123, use_label_encoder=False, **params)\n",
    "    model.fit(X_train, y_train)\n",
    "    \n",
    "    accuracies = cross_val_score(\n",
    "        estimator=model, X=X_train, y=y_train, cv=10, n_jobs=-1)\n",
    "\n",
    "    score = accuracies.mean()\n",
    "\n",
    "    return {'loss':1-score, 'status': STATUS_OK}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "a51829c6-234f-401f-84ed-a005f71d0150",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[14:14:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:59] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:17] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:23] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:46] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:51] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:25] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:30] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:35] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:40] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:44] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:49] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:19] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "100%|████████| 50/50 [02:25<00:00,  2.90s/trial, best loss: 0.04006410256410253]\n"
     ]
    }
   ],
   "source": [
    "trials = Trials()\n",
    "best = fmin(fn=optimization_objective,\n",
    "            space=params,\n",
    "            algo=tpe.suggest,\n",
    "            max_evals=50,\n",
    "            trials=trials)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "2c26399d-ebfc-4b06-86d9-36e49711e908",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'alpha': 1.7339793443873683,\n",
       " 'lambda': 1.2198982123992554,\n",
       " 'learning_rate': 0,\n",
       " 'n_estimators': 3}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "best"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "42380f27-d982-4ae8-8981-17b7224ebb04",
   "metadata": {},
   "source": [
    "- Attention, `fmin` returns results from `hp.choice` as an index!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "83e99f85-9ce2-494e-99ea-20ab49dc0b15",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'alpha': 1.7339793443873683, 'lambda': 1.2198982123992554, 'learning_rate': 0.01, 'n_estimators': 300}\n"
     ]
    }
   ],
   "source": [
    "from hyperopt import space_eval\n",
    "\n",
    "best_params = space_eval(params, best)\n",
    "print(best_params)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "fbb610d8-4846-4e9f-a589-adacd0042603",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[14:17:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "XGBClassifier(alpha=1.7339793443873683, base_score=0.5, booster='gbtree',\n",
       "              colsample_bylevel=1, colsample_bynode=1, colsample_bytree=1,\n",
       "              enable_categorical=False, gamma=0, gpu_id=-1,\n",
       "              importance_type=None, interaction_constraints='',\n",
       "              lambda=1.2198982123992554, learning_rate=0.01, max_delta_step=0,\n",
       "              max_depth=6, min_child_weight=1, missing=nan,\n",
       "              monotone_constraints='()', n_estimators=300, n_jobs=8,\n",
       "              num_parallel_tree=1, predictor='auto', random_state=123,\n",
       "              reg_alpha=1.73397934, reg_lambda=1.21989822, scale_pos_weight=1,\n",
       "              subsample=1, tree_method='exact', use_label_encoder=False,\n",
       "              validate_parameters=1, ...)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model = XGBClassifier(random_state=123, use_label_encoder=False, **best_params)\n",
    "model.fit(X_train, y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "763e816b-6437-45a9-812f-8b429472d75e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training Accuracy: 0.99\n",
      "Test Accuracy: 0.95\n",
      "[14:14:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:59] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:17] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:22] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:24] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:32] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:40] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:46] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:52] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:20] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:25] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:26] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:44] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:49] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:09] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:18] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:19] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:59] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:17] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:20] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:22] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:24] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:28] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:32] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:46] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:50] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:52] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:26] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:44] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:49] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:19] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:59] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:15] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:17] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:22] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:23] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:24] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:32] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:46] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:52] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:26] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:44] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:48] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:49] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:19] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:59] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:17] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:22] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:24] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:32] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:40] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:45] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:46] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:52] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:26] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:34] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:42] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:44] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:49] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:18] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:19] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:59] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:17] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:20] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:22] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:24] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:32] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:35] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:37] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:46] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:52] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:15] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:25] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:26] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:44] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:48] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:49] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:53] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:19] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:59] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:15] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:17] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:22] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:24] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:28] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:32] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:37] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:46] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:50] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:52] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:15] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:26] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:42] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:44] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:49] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:09] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:19] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:59] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:17] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:22] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:23] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:24] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:30] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:32] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:35] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:46] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:52] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:20] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:26] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:34] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:39] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:44] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:49] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:53] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:19] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:20] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:14:59] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:00] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:01] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:06] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:11] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:13] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:17] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:22] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:24] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:29] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:32] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:45] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:46] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:52] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:15:57] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:02] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:07] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:16] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:21] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:26] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:31] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:36] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:39] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:41] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:43] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:44] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:50] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:54] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:55] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:56] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:16:58] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:03] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:04] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:05] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:10] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:12] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:14] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:19] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n",
      "[14:17:20] WARNING: /Users/runner/miniforge3/conda-bld/xgboost-split_1635105055642/work/src/learner.cc:1115: Starting in XGBoost 1.3.0, the default evaluation metric used with the objective 'binary:logistic' was changed from 'error' to 'logloss'. Explicitly set eval_metric if you'd like to restore the old behavior.\n"
     ]
    }
   ],
   "source": [
    "print(f\"Training Accuracy: {model.score(X_train, y_train):0.2f}\")\n",
    "print(f\"Test Accuracy: {model.score(X_test, y_test):0.2f}\")"
   ]
  }
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