TemporalTree_time: Core Temporal Forest Algorithm (Internal)

In TemporalForest: Network-Guided Temporal Forests for Feature Selection in High-Dimensional Longitudinal Data

Core Temporal Forest Algorithm (Internal)

Description

This is the internal workhorse function called by the temporal_forest wrapper. It is not intended for direct use by end-users.

Usage

TemporalTree_time(
  data,
  A_combined,
  fixed_regress = NULL,
  fixed_split = NULL,
  var_select = NULL,
  cluster = NULL,
  maxdepth_factor_screen = 0.04,
  maxdepth_factor_select = 0.5,
  use_fuzzy = TRUE,
  minsize_multiplier = 1,
  alpha_screen = 0.2,
  alpha_select = 0.05,
  alpha_predict = 0.05,
  minClusterSize = 4,
  n_boot_screen = 50,
  keep_fraction_screen = 0.2,
  n_boot_select = 100,
  number_selected_final = 10
)

TemporalForest documentation built on Dec. 23, 2025, 1:06 a.m.