random_undersampler.ipynb

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      "Collecting imblearn\n",
      "  Downloading imblearn-0.0-py2.py3-none-any.whl (1.9 kB)\n",
      "Collecting imbalanced-learn\n",
      "  Downloading imbalanced_learn-0.7.0-py3-none-any.whl (167 kB)\n",
      "\u001b[K     |████████████████████████████████| 167 kB 1.1 MB/s eta 0:00:01\n",
      "\u001b[?25hRequirement already satisfied: scikit-learn>=0.23 in /Users/deepankarsingh/opt/anaconda3/lib/python3.8/site-packages (from imbalanced-learn->imblearn) (0.23.1)\n",
      "Requirement already satisfied: numpy>=1.13.3 in /Users/deepankarsingh/opt/anaconda3/lib/python3.8/site-packages (from imbalanced-learn->imblearn) (1.18.5)\n",
      "Requirement already satisfied: joblib>=0.11 in /Users/deepankarsingh/opt/anaconda3/lib/python3.8/site-packages (from imbalanced-learn->imblearn) (0.16.0)\n",
      "Requirement already satisfied: scipy>=0.19.1 in /Users/deepankarsingh/opt/anaconda3/lib/python3.8/site-packages (from imbalanced-learn->imblearn) (1.5.0)\n",
      "Requirement already satisfied: threadpoolctl>=2.0.0 in /Users/deepankarsingh/opt/anaconda3/lib/python3.8/site-packages (from scikit-learn>=0.23->imbalanced-learn->imblearn) (2.1.0)\n",
      "Installing collected packages: imbalanced-learn, imblearn\n",
      "Successfully installed imbalanced-learn-0.7.0 imblearn-0.0\n"
     ]
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   "source": [
    "!pip install imblearn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from imblearn.under_sampling import RandomUnderSampler"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "rus = RandomUnderSampler(random_state=42)\n",
    "X_res, y_res = rus.fit_resample(X, y)"
   ]
  },
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   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
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