GradientBoostingClassifier.ipynb

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     "text": [
      "Accuracy of the GBM on training set: 0.640\n",
      "Accuracy of the GBM on test set: 0.666\n"
     ]
    }
   ],
   "source": [
    "from sklearn.ensemble import GradientBoostingClassifier\n",
    "\n",
    "gbc = GradientBoostingClassifier(n_estimators=5, learning_rate=1.0, max_depth=1, random_state=0)\n",
    "gbc.fit(features_train, y_train)\n",
    "\n",
    "print('Accuracy of the GBM on training set: {:.3f}'.format(gbc.score(features_train, y_train)))\n",
    "print('Accuracy of the GBM on test set: {0:.3f}'.format(gbc.score(features_test, y_test)))"
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  }
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