Control parameters for the proximal gradient descent update for outlier detection
1 2 | optim_outlier_control(maxit = 2000, eps = 1e-05, accelerate = T,
line_search = T, ls_beta = 0.75, ls_eps = 1e-12, ls_maxit = 100)
|
maxit |
the maximum number of iterations. |
eps |
the maximum value of the tolerance before declaring convergence. |
accelerate |
a boolean to turn on acceleration. |
line_search |
a boolean to turn on line search - it is NOT recommended to turn this off. |
ls_beta |
by how much should the step-size increase or decrease in each line search iteration? |
ls_eps |
you can miss the line search check by this much. |
ls_maxit |
the maximum number of line search iterations. |
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