Control parameters — mlxs_glm_control • RmlxStats

Control parameters

Usage

mlxs_glm_control(
  epsilon = 1e-08,
  epsilon_f64 = 1e-06,
  maxit = 25,
  trace = FALSE,
  rank_tol = NULL
)

epsilon: Convergence tolerance parameter, interpreted as in stats::glm.control(). Iterations converge when abs(deviance - deviance_old)/(abs(deviance) + 0.1) < epsilon.
epsilon_f64: Move operations to float64 on the cpu when convergence is this close (using the same expression as above). Doing this allows more precision but slows computation.
maxit: Maximum number of IWLS iterations.
trace: Logical: trace each iteration?
rank_tol: Optional relative tolerance used to detect rank-deficient systems. NULL uses the package default, which varies by dtype and is 1e-6 for float32 matrices. Set to FALSE to skip rank checks entirely. Note that higher numbers indicate lower tolerance.

A list with default values filled in.