#' @param cache.node.ids If \code{FALSE}, the algorithm will pass trees to executors to match instances with nodes.
#' If \code{TRUE}, the algorithm will cache node IDs for each instance. Caching can speed up training of deeper trees.
#' Defaults to \code{FALSE}.
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