plot,GeDSboost-method {GeDS} | R Documentation |
#' Plots the component functions of a GeDSboost object fitted using
#' NGeDSboost
. If the model has a single base-learner, the plot
will be returned on the response scale. Otherwise, plots are produced on the
linear predictor scale. Note that only univariate base-learner plots are
returned, as representation of the boosted model as a single spline model is
available only for univariate base-learners (see Dimitrova et al. (2024)). In
addition since component-wise gradient boosting inherently performs base-learner
selection, you should only expect plots for the base-learners that where selected
across the boosting iterations.
## S4 method for signature 'GeDSboost,ANY'
plot(x, n = 3L, ...)
x |
a |
n |
integer value (2, 3 or 4) specifying the order ( |
... |
further arguments to be passed to the
|
Dimitrova, D. S., Guillen, E. S. and Kaishev, V. K. (2024). GeDS: An R Package for Regression, Generalized Additive Models and Functional Gradient Boosting, based on Geometrically Designed (GeD) Splines. Manuscript submitted for publication.