Description Usage Arguments Value Examples

Fit a simple, educational implementation of tree-based gradient boosting model.

1 | ```
fitBoosted(formula, data, iterations = 100, verbose = TRUE)
``` |

`formula` |
an object of class "formula" with a response but no interaction terms.
The response variable should be a binomial factor that has values of |

`data` |
the dataframe containing the independent variables and the response |

`iterations` |
The number of training rounds for boosting. |

`verbose` |
should the current training round be printed to the console? |

An S3 object of class `boosted`

. This includes

1 2 3 | ```
k <- kyphosis
k$Kyphosis <- factor(ifelse(k$Kyphosis == "present", 1L, -1L))
fit <- fitBoosted(Kyphosis ~ Age + Number + Start, data = k, iterations = 10)
``` |

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