Description Usage Arguments Value Author(s) See Also

Estimates the optimal number of boosting iterations for a `gbm`

object and
optionally plots various performance measures

1 2 3 4 5 |

`object` |
a |

`plot.it` |
an indicator of whether or not to plot the performance measures.
Setting |

`oobag.curve` |
indicates whether to plot the out-of-bag performance measures in a second plot. |

`overlay` |
if TRUE and oobag.curve=TRUE then a right y-axis is added to the training and test error plot and the estimated cumulative improvement in the loss function is plotted versus the iteration number. |

`method` |
indicate the method used to estimate the optimal number
of boosting iterations. |

`gbm.perf`

returns the estimated optimal number of iterations. The method
of computation depends on the `method`

argument.

Greg Ridgeway [email protected]

gbm documentation built on May 30, 2017, 4:38 a.m.

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