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sebffischer committed Jun 25, 2024
1 parent 775b063 commit 9626674
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4 changes: 2 additions & 2 deletions R/LearnerClassifXgboost.R
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#' In order to monitor the validation performance during the training, you can set the `$validate` field of the Learner.
#' For information on how to configure the valdiation set, see the *Validation* section of [`mlr3::Learner`].
#' This validation data can also be used for early stopping, which can be enabled by setting the `early_stopping_rounds` parameter.
#' The final (or in the case of early stopping best) validation scores can be accessed via `$internal_valid_scores`.
#'
#' The final (or in the case of early stopping best) validation scores can be accessed via `$internal_valid_scores`, and the
#' optimal `nrounds` via `$internal_tuned_values`.
#' @templateVar id classif.xgboost
#' @template learner
#'
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2 changes: 1 addition & 1 deletion R/LearnerRegrXgboost.R
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#' See the section *Early Stopping and Validation* on how to do this.
#'
#' @template note_xgboost
#' @inheritSection mlr_learners_classif.xgboost Early stopping
#' @inheritSection mlr_learners_classif.xgboost Early Stopping and Validation
#' @inheritSection mlr_learners_classif.xgboost Initial parameter values
#'
#' @templateVar id regr.xgboost
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3 changes: 2 additions & 1 deletion man/mlr_learners_classif.xgboost.Rd

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9 changes: 6 additions & 3 deletions man/mlr_learners_regr.xgboost.Rd

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