Parameter objects related to miscellaneous models.
These are objects that can be used for modeling, especially in conjunction with the parsnip package.
These objects are pre-made parameter sets that are useful in a variety of models.
weight_func: The type of kernel function that weights the distances between samples (e.g. in a K-nearest neighbors model).
surv_dist: the statistical distribution of the data in a survival analysis model (e.g.
Laplace: the Laplace correction used to smooth low-frequency counts.
neighbors: a parameter for the number of neighbors used in a prototype model.
dist_power: The order parameter used in calculating a Minkowski distance.
threshold: A general thresholding parameter for values between
Each object is generated by either
An object of class
qual_param (inherits from
param) of length 5.