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This function relearns a trajectory model using the glmnet package, without re-inferring the motif models.

Usage

relearn_traj_model(
  traj_model,
  new_energies = FALSE,
  new_logist = FALSE,
  lambda = NULL,
  use_additional_features = TRUE,
  use_motifs = TRUE,
  verbose = FALSE
)

Arguments

traj_model

The trajectory model object.

new_energies

If TRUE - recreate the energies. Default is FALSE.

new_logist

If TRUE - recreate the logistic features. Default is FALSE. If new_energies is TRUE, this is automatically set to TRUE.

lambda

The lambda value to use for relearning. If NULL, the lambda value from the trajectory model is used.

use_additional_features

A logical value indicating whether to use additional features. Default is TRUE.

use_motifs

A logical value indicating whether to use motif models. Default is TRUE.

verbose

Logical indicating whether to display additional information.

Value

The updated trajectory model object.