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## Examples
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## Examples
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* Please visit [demo](https://github.com/tqchen/xgboost/blob/master/R-package/demo) for walk throughe example.
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* Please visit [walk through example](https://github.com/tqchen/xgboost/blob/master/R-package/demo).
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* See also the [example scripts](https://github.com/tqchen/xgboost/tree/master/demo/kaggle-higgs) for Kaggle Higgs Challenge, including [speedtest script](https://github.com/tqchen/xgboost/blob/master/demo/kaggle-higgs/speedtest.R) on this dataset.
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* See also the [example scripts](https://github.com/tqchen/xgboost/tree/master/demo/kaggle-higgs) for Kaggle Higgs Challenge, including [speedtest script](https://github.com/tqchen/xgboost/blob/master/demo/kaggle-higgs/speedtest.R) on this dataset.
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