lgb_shared_dataset_params function

Shared Dataset parameter docs

Shared Dataset parameter docs

Parameter docs for fields used in lgb.Dataset construction

Arguments

  • label: vector of labels to use as the target variable
  • weight: numeric vector of sample weights
  • init_score: initial score is the base prediction lightgbm will boost from
  • group: used for learning-to-rank tasks. An integer vector describing how to group rows together as ordered results from the same set of candidate results to be ranked. For example, if you have a 100-document dataset with group = c(10, 20, 40, 10, 10, 10), that means that you have 6 groups, where the first 10 records are in the first group, records 11-30 are in the second group, etc.
  • Maintainer: James Lamb
  • License: MIT + file LICENSE
  • Last published: 2025-02-13