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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/inst/examples/demo.R) for more details.
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* Please visit [demo](https://github.com/tqchen/xgboost/blob/master/R-package/inst/examples/demo.R) for walk throughe example.
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* See also the example script for [Higgs Challenge](https://github.com/tqchen/xgboost/tree/master/demo/kaggle-higgs) including [speedtest](https://github.com/tqchen/xgboost/blob/master/demo/kaggle-higgs/speedtest.R)
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